diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..ac6416ba7e60db48e6754e6d2206428e9139d188 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dd154c5797a824e46dcb48723eb23e013dffe37a0b4f1b0d86260fb8694a3ab +size 80040 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_loss_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..4f0c340dff5fc70f6c3f96d75a8756428e4ce7a2 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5a4d42cd46f379d85b0e9d088198ddb28cc069df8334dc3f4af041b26bb07b8 +size 91332 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..d778cd2f274d11a76c14367566532fd17d3d0303 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3203a9e223da61ea77bd411da30e284f0172d199626b91acb2767bb600b3d2d4 +size 73761 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..9d13d42d3ebb2af577449346697d045b557cc183 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s0_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cefb8ae4044ac6a94392a3f635774cf5c70cb0972e9b790456661f7ca712caa7 +size 92758 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..3d7ef624bd7cb5b36e74911770f1ce83ecec8dcc --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33f50866276175136945652306d220d1002d6ad71d2a0d794261a765699a520e +size 81202 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..d0fa4522daff8cc0566a705b1109a59bd30cfc0d --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c16bd1e46f3d40557e0f9a1e4a7bf4c6a62e1650a79aaffd0123b5848da5e8a +size 88208 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..07a98b5f5b14a4fab4fb7506756106b3b65a4b6b --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66b25c553b2203ee05ff3f380c6f836182ed5b8aea02f54103162cea516657b0 +size 74593 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..10e366580127e506b4a81f1491cea203950b5385 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d64763aa8cdf389f3d020979961424edd817f157ec2addfc31325c357ef7d8f +size 88714 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..3d7ef624bd7cb5b36e74911770f1ce83ecec8dcc --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33f50866276175136945652306d220d1002d6ad71d2a0d794261a765699a520e +size 81202 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_loss_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..d0fa4522daff8cc0566a705b1109a59bd30cfc0d --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c16bd1e46f3d40557e0f9a1e4a7bf4c6a62e1650a79aaffd0123b5848da5e8a +size 88208 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..07a98b5f5b14a4fab4fb7506756106b3b65a4b6b --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66b25c553b2203ee05ff3f380c6f836182ed5b8aea02f54103162cea516657b0 +size 74593 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..10e366580127e506b4a81f1491cea203950b5385 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s1_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d64763aa8cdf389f3d020979961424edd817f157ec2addfc31325c357ef7d8f +size 88714 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..6a70b81ecea691ba047fd9f7d1bc0839147b1ee0 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7809fb33155f9e2cfe5d00ea4ea5e4895c5ca2822ff7266fe7a639daf020e87f +size 81485 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..dbea2ac52fd66b7820bedbf639d8714daab58b32 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36bd6935810fcdf140bccc769f112ea11ab46d0ec196bb27fba2a4338988d62e +size 89310 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..9e32a437d7bb3e143d2137f184299606d6e67a88 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adeec90be63589cdd8f48f713540bd4ac180c2a87da5e90758a181cc812ae0c9 +size 73805 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..803e17fc402d5a83c2c645a8dc633a70f6509a5e --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85d2621ee53fb13d86834cf34c6fe4377b3440c0327c9cb1e737a8a69dba2633 +size 88577 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..6a70b81ecea691ba047fd9f7d1bc0839147b1ee0 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7809fb33155f9e2cfe5d00ea4ea5e4895c5ca2822ff7266fe7a639daf020e87f +size 81485 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_loss_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..dbea2ac52fd66b7820bedbf639d8714daab58b32 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36bd6935810fcdf140bccc769f112ea11ab46d0ec196bb27fba2a4338988d62e +size 89310 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..9e32a437d7bb3e143d2137f184299606d6e67a88 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adeec90be63589cdd8f48f713540bd4ac180c2a87da5e90758a181cc812ae0c9 +size 73805 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..803e17fc402d5a83c2c645a8dc633a70f6509a5e --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s2_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85d2621ee53fb13d86834cf34c6fe4377b3440c0327c9cb1e737a8a69dba2633 +size 88577 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..3d4e3e124789dfe5fe5857481ddcb22dbb6b50e6 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b06d956e0b288d2834ba252ad9f6ca6bc186d9fd376ec90607da32bbe9daa0c +size 80915 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..5cb3abbf9929dfe5a4db26e5a956252bb5581f57 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de64aa9e94a38daa3f7585ed06aec76bbda86909253de68d6505a088966a5061 +size 89374 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..4be1830af0d16ff809cbf217edc2628124906942 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:deab077d7dadb029f904e1d2a62605b8efcf334fc8ec6880abedecb9757f4537 +size 69273 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..fdb92f1fa0a7d0c720637fb7b54326d0d6f2e8ab --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77f91f7685da597438a9dc71ed1ba97d91041116fdf7f142b565a66fb671855f +size 90621 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..3d4e3e124789dfe5fe5857481ddcb22dbb6b50e6 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b06d956e0b288d2834ba252ad9f6ca6bc186d9fd376ec90607da32bbe9daa0c +size 80915 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_loss_vs_frame.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..5cb3abbf9929dfe5a4db26e5a956252bb5581f57 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de64aa9e94a38daa3f7585ed06aec76bbda86909253de68d6505a088966a5061 +size 89374 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..4be1830af0d16ff809cbf217edc2628124906942 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:deab077d7dadb029f904e1d2a62605b8efcf334fc8ec6880abedecb9757f4537 +size 69273 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..fdb92f1fa0a7d0c720637fb7b54326d0d6f2e8ab --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_s3_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77f91f7685da597438a9dc71ed1ba97d91041116fdf7f142b565a66fb671855f +size 90621 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..57f38f8ca7928529bc695d164df7bf3eb0aff734 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:238e7b5b9f389d971117c5ee9f302c5c7d88a94bc1a288f7c41c6ba6699ed362 +size 86861 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..3a6ee9fe9bbe762f45a8bdced50e4705f42046d7 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f687439a969ca41b183168665c7c762a75106705d7ddb10531359f40bb079af +size 127382 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s0_session_df_train.csv b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s0_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..8555a331a57dce70e8dd0f8b4a6ae673b3757048 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s0_session_df_train.csv @@ -0,0 +1,592 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +1254.0,1254.0,0.9918288,1250.0,10000.0,8.0,625.0,,128.0,0.0002497952,0.1,2.8821049 +2464.0527,1859.0264,0.64199483,1428.5714,20000.0,14.0,1250.0,,288.0,0.0002495392,0.1,2.8712392 +2458.7188,2058.9238,0.9301779,1500.0,30000.0,20.0,1875.0,,448.0,0.0002492832,0.1,2.8561378 +2268.3696,2111.2852,0.52190995,1481.4814,40000.0,27.0,2500.0,,608.0,0.0002490272,0.1,2.8503613 +2209.8135,2130.9907,0.58476835,1470.5883,50000.0,34.0,3125.0,,768.0,0.0002487712,0.1,2.8287454 +2369.0,2170.659,0.298709,1500.0,60000.0,40.0,3750.0,,928.0,0.0002485152,0.1,2.8042965 +2269.326,2184.7544,0.7591105,1489.3617,70000.0,47.0,4375.0,,1088.0,0.0002482592,0.1,2.798789 +2307.75,2200.129,0.6039384,1481.4814,80000.0,54.0,5000.0,,1248.0,0.0002480032,0.1,2.7902694 +2338.21,2215.4714,0.27032673,1500.0,90000.0,60.0,5625.0,,1376.0,0.0002477984,0.1,2.7939534 +2304.55,2224.3794,0.37835884,1492.5374,100000.0,67.0,6250.0,,1536.0,0.0002475424,0.1,2.8113737 +2341.38,2235.0156,0.4449862,1506.8494,110000.0,73.0,6875.0,,1696.0,0.0002472864,0.1,2.7831645 +2381.28,2247.2043,0.4459712,1518.9873,120000.0,79.0,7500.0,,1856.0,0.0002470304,0.1,2.7331033 +2265.03,2248.5754,0.50710297,1529.4117,130000.0,85.0,8125.0,,2016.0,0.0002467744,0.1,2.691602 +2312.25,2253.1235,0.48743427,1521.7391,140000.0,92.0,8750.0,,2176.0,0.0002465184,0.1,2.6371264 +2298.06,2256.1194,0.54116017,1530.6123,150000.0,98.0,9375.0,,2336.0,0.0002462624,0.1,2.6810956 +2270.86,2257.0405,0.43698373,1538.4615,160000.0,104.0,10000.0,,2496.0,0.0002460064,0.1,2.6742487 +2268.64,2257.723,0.43913937,1531.5315,170000.0,111.0,10625.0,,2656.0,0.0002457504,0.1,2.5576546 +2337.06,2262.1304,0.34052795,1551.7241,180000.0,116.0,11250.0,,2784.0,0.0002455456,0.1,2.6025968 +2365.99,2267.5967,0.41392028,1557.3771,190000.0,122.0,11875.0,,2944.0,0.0002452896,0.1,2.5824533 +2370.36,2272.7349,0.24974778,1550.3876,200000.0,129.0,12500.0,,3104.0,0.0002450336,0.1,2.505801 +2493.22,2283.234,0.22777832,1555.5555,210000.0,135.0,13125.0,,3264.0,0.0002447776,0.1,2.3893337 +2450.81,2290.851,0.31061026,1560.2837,220000.0,141.0,13750.0,,3424.0,0.0002445216,0.1,2.5663853 +2480.84,2299.1113,0.25500906,1554.0541,230000.0,148.0,14375.0,,3584.0,0.0002442656,0.1,2.4873044 +2528.15,2308.655,0.16096899,1558.4415,240000.0,154.0,15000.0,,3744.0,0.0002440096,0.1,2.4943864 +2465.49,2314.9282,0.31452522,1562.5,250000.0,160.0,15625.0,,3904.0,0.0002437536,0.1,2.5185602 +2518.58,2322.7612,0.37571946,1566.265,260000.0,166.0,16250.0,,4032.0,0.0002435488,0.1,2.4823046 +2598.06,2332.9573,0.34811765,1569.7675,270000.0,172.0,16875.0,,4192.0,0.0002432928,0.1,2.412692 +2749.67,2347.8398,0.4081385,1573.0337,280000.0,178.0,17500.0,,4352.0,0.0002430368,0.1,2.4286253 +2745.54,2361.5537,0.27341056,1576.0869,290000.0,184.0,18125.0,,4512.0,0.0002427808,0.1,2.521545 +2809.26,2376.477,0.24013282,1570.6807,300000.0,191.0,18750.0,,4672.0,0.0002425248,0.1,2.4381802 +2810.52,2390.4785,0.20410194,1573.604,310000.0,197.0,19375.0,,4832.0,0.0002422688,0.1,2.521463 +2779.68,2402.641,0.35562643,1576.3547,320000.0,203.0,20000.0,,4992.0,0.0002420128,0.1,2.4883971 +2793.49,2414.485,0.3842345,1571.4286,330000.0,210.0,20625.0,,5152.0,0.0002417568,0.1,2.5479894 +2670.25,2422.0076,0.30069143,1566.8203,340000.0,217.0,21250.0,,5312.0,0.0002415008,0.1,2.6020007 +2530.26,2425.1003,0.16927691,1569.5067,350000.0,223.0,21875.0,,5440.0,0.000241296,0.1,2.5672383 +2493.81,2427.009,0.16695619,1572.0524,360000.0,229.0,22500.0,,5600.0,0.00024104,0.1,2.6240406 +2522.12,2429.5796,0.27882373,1567.7966,370000.0,236.0,23125.0,,5760.0,0.000240784,0.1,2.632897 +2474.99,2430.7747,0.22312397,1570.2479,380000.0,242.0,23750.0,,5920.0,0.000240528,0.1,2.6355805 +2638.16,2436.092,0.19407827,1572.5807,390000.0,248.0,24375.0,,6080.0,0.000240272,0.1,2.6362123 +2621.89,2440.7373,0.36558926,1574.8031,400000.0,254.0,25000.0,,6240.0,0.000240016,0.1,2.5909448 +2542.12,2443.21,0.3266131,1570.8812,410000.0,261.0,25625.0,,6400.0,0.00023976,0.1,2.6243758 +2619.36,2447.404,0.31583887,1573.0337,420000.0,267.0,26250.0,,6560.0,0.000239504,0.1,2.6059299 +2708.33,2453.472,0.23778431,1575.0916,430000.0,273.0,26875.0,,6688.0,0.0002392992,0.1,2.6160316 +2884.46,2463.2673,0.27249092,1577.0609,440000.0,279.0,27500.0,,6848.0,0.0002390432,0.1,2.5483632 +2747.07,2469.574,0.22562033,1573.4265,450000.0,286.0,28125.0,,7008.0,0.0002387872,0.1,2.584969 +2705.5,2474.703,0.23040284,1575.3424,460000.0,292.0,28750.0,,7168.0,0.0002385312,0.1,2.542652 +2713.25,2479.7783,0.2731263,1571.9064,470000.0,299.0,29375.0,,7328.0,0.0002382752,0.1,2.5645032 +2700.05,2484.3674,0.41884983,1568.6274,480000.0,306.0,30000.0,,7488.0,0.0002380192,0.1,2.5299249 +2766.94,2490.134,0.26514205,1570.5128,490000.0,312.0,30625.0,,7648.0,0.0002377632,0.1,2.5066938 +2645.36,2493.2385,0.2857927,1572.327,500000.0,318.0,31250.0,,7808.0,0.0002375072,0.1,2.524806 +2570.52,2494.754,0.2869283,1574.0741,510000.0,324.0,31875.0,,7968.0,0.0002372512,0.1,2.483615 +2498.89,2494.8335,0.1943099,1575.7576,520000.0,330.0,32500.0,,8096.0,0.0002370464,0.1,2.4769278 +2503.2,2494.9915,0.28032705,1577.381,530000.0,336.0,33125.0,,8256.0,0.0002367904,0.1,2.5081716 +2465.23,2494.4404,0.2573943,1578.9474,540000.0,342.0,33750.0,,8416.0,0.0002365344,0.1,2.4813542 +2532.62,2495.1348,0.1668086,1580.4597,550000.0,348.0,34375.0,,8576.0,0.0002362784,0.1,2.522131 +2571.87,2496.5046,0.1946155,1581.9209,560000.0,354.0,35000.0,,8736.0,0.0002360224,0.1,2.4973485 +2597.22,2498.2717,0.15679778,1583.3334,570000.0,360.0,35625.0,,8896.0,0.0002357664,0.1,2.509315 +2725.43,2502.1882,0.15156856,1580.3815,580000.0,367.0,36250.0,,9056.0,0.0002355104,0.1,2.4894996 +2651.86,2504.725,0.21862783,1581.7694,590000.0,373.0,36875.0,,9216.0,0.0002352544,0.1,2.5363805 +2652.6,2507.1897,0.20137803,1587.3016,600000.0,378.0,37500.0,,9344.0,0.0002350496,0.1,2.5153341 +2724.83,2510.7573,0.1672782,1584.4155,610000.0,385.0,38125.0,,9504.0,0.0002347936,0.1,2.5029743 +2609.85,2512.3557,0.19367376,1581.6327,620000.0,392.0,38750.0,,9664.0,0.0002345376,0.1,2.5167751 +2683.81,2515.0771,0.3292168,1578.9474,630000.0,399.0,39375.0,,9824.0,0.0002342816,0.1,2.4421442 +2608.63,2516.539,0.15539332,1576.3547,640000.0,406.0,40000.0,,9984.0,0.0002340256,0.1,2.445807 +2648.41,2518.5679,0.41334456,1577.6699,650000.0,412.0,40625.0,,10144.0,0.0002337696,0.1,2.4538465 +2702.49,2521.3545,0.2903946,1575.179,660000.0,419.0,41250.0,,10304.0,0.0002335136,0.1,2.4683297 +2867.13,2526.5151,0.21791638,1572.7699,670000.0,426.0,41875.0,,10464.0,0.0002332576,0.1,2.4654589 +2804.29,2530.6,0.22622602,1574.0741,680000.0,432.0,42500.0,,10624.0,0.0002330016,0.1,2.4616292 +2838.44,2535.0615,0.21200567,1578.9474,690000.0,437.0,43125.0,,10752.0,0.0002327968,0.1,2.4074836 +2801.45,2538.8672,0.4153367,1576.5765,700000.0,444.0,43750.0,,10912.0,0.0002325408,0.1,2.417758 +2917.49,2544.1997,0.4291099,1577.7778,710000.0,450.0,44375.0,,11072.0,0.0002322848,0.1,2.4428134 +2861.18,2548.6025,0.18130171,1575.4923,720000.0,457.0,45000.0,,11232.0,0.0002320288,0.1,2.4774537 +3016.86,2555.0168,0.1951891,1573.2759,730000.0,464.0,45625.0,,11392.0,0.0002317728,0.1,2.4758883 +2893.88,2559.5962,0.21902454,1574.4681,740000.0,470.0,46250.0,,11552.0,0.0002315168,0.1,2.4182992 +3009.61,2565.5962,0.16238604,1572.327,750000.0,477.0,46875.0,,11712.0,0.0002312608,0.1,2.409655 +3105.05,2572.6943,0.22664161,1573.499,760000.0,483.0,47500.0,,11872.0,0.0002310048,0.1,2.4419293 +3132.85,2579.969,0.2090353,1577.8689,770000.0,488.0,48125.0,,12000.0,0.0002308,0.1,2.4428318 +3040.84,2585.8777,0.18136577,1575.7576,780000.0,495.0,48750.0,,12160.0,0.000230544,0.1,2.46058 +2968.59,2590.7222,0.17596957,1576.8463,790000.0,501.0,49375.0,,12320.0,0.000230288,0.1,2.433999 +2774.49,2593.0193,0.14761321,1577.9093,800000.0,507.0,50000.0,,12480.0,0.000230032,0.1,2.4152086 +2727.27,2594.6768,0.15011713,1575.8755,810000.0,514.0,50625.0,,12640.0,0.000229776,0.1,2.4171565 +2692.33,2595.8677,0.187815,1576.9231,820000.0,520.0,51250.0,,12800.0,0.00022952,0.1,2.4223297 +2622.98,2596.1943,0.38918167,1574.9525,830000.0,527.0,51875.0,,12960.0,0.000229264,0.1,2.3745444 +2587.59,2596.0918,0.23423931,1573.0337,840000.0,534.0,52500.0,,13120.0,0.000229008,0.1,2.3884268 +2581.04,2595.9148,0.18216369,1574.0741,850000.0,540.0,53125.0,,13280.0,0.000228752,0.1,2.338568 +2543.06,2595.3003,0.2889703,1575.0916,860000.0,546.0,53750.0,,13408.0,0.0002285472,0.1,2.4099293 +2564.94,2594.9514,0.35247138,1573.2369,870000.0,553.0,54375.0,,13568.0,0.0002282912,0.1,2.3153322 +2645.24,2595.5227,0.16995944,1574.2397,880000.0,559.0,55000.0,,13728.0,0.0002280352,0.1,2.384003 +2644.37,2596.0715,0.15312901,1572.4381,890000.0,566.0,55625.0,,13888.0,0.0002277792,0.1,2.4042633 +2654.8,2596.724,0.1837435,1573.4265,900000.0,572.0,56250.0,,14048.0,0.0002275232,0.1,2.412318 +2724.31,2598.1262,0.27549884,1574.3944,910000.0,578.0,56875.0,,14208.0,0.0002272672,0.1,2.3435555 +2822.78,2600.568,0.14889616,1575.3424,920000.0,584.0,57500.0,,14368.0,0.0002270112,0.1,2.3346663 +2885.09,2603.6274,0.18480352,1573.604,930000.0,591.0,58125.0,,14528.0,0.0002267552,0.1,2.4229074 +2918.97,2606.9822,0.1579861,1577.1812,940000.0,596.0,58750.0,,14656.0,0.0002265504,0.1,2.4410293 +2881.91,2609.8762,0.20497786,1578.0731,950000.0,602.0,59375.0,,14816.0,0.0002262944,0.1,2.4092712 +2866.89,2612.5532,0.23043782,1576.3547,960000.0,609.0,60000.0,,14976.0,0.0002260384,0.1,2.416081 +3052.89,2617.0928,0.28913555,1577.2357,970000.0,615.0,60625.0,,15136.0,0.0002257824,0.1,2.4333992 +3294.48,2624.005,0.2380471,1575.5627,980000.0,622.0,61250.0,,15296.0,0.0002255264,0.1,2.415207 +3231.71,2630.1433,0.21092522,1573.9269,990000.0,629.0,61875.0,,15456.0,0.0002252704,0.1,2.3674693 +3054.01,2634.3818,0.28878894,1574.8031,1000000.0,635.0,62500.0,,15616.0,0.0002250144,0.1,2.3546824 +3159.89,2653.4407,0.31025904,1575.6631,1010000.0,641.0,63125.0,,15776.0,0.0002247584,0.1,2.3732672 +3292.94,2661.7297,0.118106194,1576.507,1020000.0,647.0,63750.0,,15936.0,0.0002245024,0.1,2.2727776 +3262.17,2669.7642,0.19875526,1577.3353,1030000.0,653.0,64375.0,,16064.0,0.0002242976,0.1,2.3134058 +3311.42,2680.1946,0.27545545,1575.7576,1040000.0,660.0,65000.0,,16224.0,0.0002240416,0.1,2.3693304 +3121.77,2689.314,0.19624004,1576.5765,1050000.0,666.0,65625.0,,16384.0,0.0002237856,0.1,2.3853695 +3165.64,2697.2805,0.27719453,1575.0371,1060000.0,673.0,66250.0,,16544.0,0.0002235296,0.1,2.2823653 +3204.46,2706.6318,0.28270647,1573.5294,1070000.0,680.0,66875.0,,16704.0,0.0002232736,0.1,2.28337 +3361.9,2717.1738,0.2915622,1574.344,1080000.0,686.0,67500.0,,16864.0,0.0002230176,0.1,2.2841177 +3296.62,2726.7578,0.13712856,1575.1445,1090000.0,692.0,68125.0,,17024.0,0.0002227616,0.1,2.2783015 +3171.52,2735.4275,0.1666029,1575.9313,1100000.0,698.0,68750.0,,17184.0,0.0002225056,0.1,2.2646482 +2994.87,2741.9624,0.15240672,1576.7046,1110000.0,704.0,69375.0,,17312.0,0.0002223008,0.1,2.3758125 +2989.77,2748.0476,0.19469576,1575.2461,1120000.0,711.0,70000.0,,17472.0,0.0002220448,0.1,2.3816931 +3039.54,2755.7925,0.20206623,1576.0111,1130000.0,717.0,70625.0,,17632.0,0.0002217888,0.1,2.3646128 +2992.52,2762.5952,0.1352686,1574.5857,1140000.0,724.0,71250.0,,17792.0,0.0002215328,0.1,2.2812622 +2906.7,2768.6816,0.29265997,1575.3424,1150000.0,730.0,71875.0,,17952.0,0.0002212768,0.1,2.3260176 +2876.79,2774.7402,0.23043025,1576.0869,1160000.0,736.0,72500.0,,18112.0,0.0002210208,0.1,2.3785148 +3019.7,2782.2512,0.25399005,1576.8195,1170000.0,742.0,73125.0,,18272.0,0.0002207648,0.1,2.362827 +3088.25,2789.7632,0.26329723,1575.434,1180000.0,749.0,73750.0,,18432.0,0.0002205088,0.1,2.370615 +3165.1,2797.7542,0.2770575,1576.1589,1190000.0,755.0,74375.0,,18592.0,0.0002202528,0.1,2.2199059 +3221.22,2806.2625,0.34650004,1576.8726,1200000.0,761.0,75000.0,,18720.0,0.000220048,0.1,2.2895129 +3283.14,2814.1619,0.18389678,1577.575,1210000.0,767.0,75625.0,,18880.0,0.000219792,0.1,2.264949 +3432.02,2823.974,0.16954744,1576.2274,1220000.0,774.0,76250.0,,19040.0,0.000219536,0.1,2.2738438 +3419.68,2833.3628,0.17607632,1574.9039,1230000.0,781.0,76875.0,,19200.0,0.00021928,0.1,2.27392 +3483.73,2842.9182,0.2046452,1575.6035,1240000.0,787.0,77500.0,,19360.0,0.000219024,0.1,2.350829 +3406.81,2852.3315,0.21430053,1576.2926,1250000.0,793.0,78125.0,,19520.0,0.000218768,0.1,2.3781877 +3354.67,2860.6924,0.23274268,1575.0,1260000.0,800.0,78750.0,,19680.0,0.000218512,0.1,2.293172 +3594.62,2870.6582,0.2143972,1573.7299,1270000.0,807.0,79375.0,,19840.0,0.000218256,0.1,2.3388531 +3392.84,2877.0896,0.3188403,1574.4158,1280000.0,813.0,80000.0,,20000.0,0.000218,0.1,2.4122086 +3273.88,2882.373,0.3332989,1573.1708,1290000.0,820.0,80625.0,,20128.0,0.0002177952,0.1,2.2791076 +3190.64,2886.1868,0.2738618,1573.8499,1300000.0,826.0,81250.0,,20288.0,0.0002175392,0.1,2.3170984 +3210.67,2890.1882,0.18946204,1574.5193,1310000.0,832.0,81875.0,,20448.0,0.0002172832,0.1,2.2996497 +3226.39,2894.655,0.25422707,1575.179,1320000.0,838.0,82500.0,,20608.0,0.0002170272,0.1,2.2070718 +3325.86,2899.979,0.1790756,1573.9645,1330000.0,845.0,83125.0,,20768.0,0.0002167712,0.1,2.3805156 +2927.07,2902.547,0.17499997,1574.618,1340000.0,851.0,83750.0,,20928.0,0.0002165152,0.1,2.2686548 +2963.35,2906.8784,0.16412035,1575.2626,1350000.0,857.0,84375.0,,21088.0,0.0002162592,0.1,2.1744504 +3140.68,2913.3472,0.3145915,1575.8981,1360000.0,863.0,85000.0,,21248.0,0.0002160032,0.1,2.2514052 +3196.2,2920.088,0.24409895,1576.5248,1370000.0,869.0,85625.0,,21376.0,0.0002157984,0.1,2.2638826 +3163.87,2926.9766,0.18050562,1577.1428,1380000.0,875.0,86250.0,,21536.0,0.0002155424,0.1,2.2420735 +3103.51,2931.63,0.38350266,1575.9637,1390000.0,882.0,86875.0,,21696.0,0.0002152864,0.1,2.2055001 +3110.83,2936.5198,0.20127076,1576.5765,1400000.0,888.0,87500.0,,21856.0,0.0002150304,0.1,2.2065659 +3179.88,2942.8972,0.20671521,1577.1812,1410000.0,894.0,88125.0,,22016.0,0.0002147744,0.1,2.267436 +3219.78,2948.9014,0.18819739,1576.0266,1420000.0,901.0,88750.0,,22176.0,0.0002145184,0.1,2.2658567 +3101.73,2952.8352,0.16376391,1573.1573,1430000.0,909.0,89375.0,,22336.0,0.0002142624,0.1,2.3627257 +3020.86,2954.1995,0.3042676,1573.7705,1440000.0,915.0,90000.0,,22496.0,0.0002140064,0.1,2.2910273 +3200.05,2958.7295,0.24029595,1574.3757,1450000.0,921.0,90625.0,,22656.0,0.0002137504,0.1,2.28481 +3199.85,2963.673,0.2202861,1576.6738,1460000.0,926.0,91250.0,,22784.0,0.0002135456,0.1,2.3575437 +3163.67,2968.1768,0.32378244,1575.5627,1470000.0,933.0,91875.0,,22944.0,0.0002132896,0.1,2.393021 +3084.43,2972.0205,0.27583733,1576.1448,1480000.0,939.0,92500.0,,23104.0,0.0002130336,0.1,2.4444656 +3124.63,2975.5974,0.30049345,1576.7196,1490000.0,945.0,93125.0,,23264.0,0.0002127776,0.1,2.372745 +3209.96,2981.2437,0.24940518,1573.9769,1500000.0,953.0,93750.0,,23424.0,0.0002125216,0.1,2.2878194 +3291.37,2988.4521,0.34355053,1574.5569,1510000.0,959.0,94375.0,,23584.0,0.0002122656,0.1,2.3779905 +3216.12,2995.6243,0.17797911,1575.1295,1520000.0,965.0,95000.0,,23744.0,0.0002120096,0.1,2.4120402 +3249.16,3003.0845,0.29827443,1575.6952,1530000.0,971.0,95625.0,,23904.0,0.0002117536,0.1,2.3420084 +3394.12,3012.3728,0.17752838,1576.2538,1540000.0,977.0,96250.0,,24032.0,0.0002115488,0.1,2.3797567 +3553.82,3022.585,0.24457136,1575.2032,1550000.0,984.0,96875.0,,24192.0,0.0002112928,0.1,2.3736768 +3634.6,3033.212,0.2637714,1574.1675,1560000.0,991.0,97500.0,,24352.0,0.0002110368,0.1,2.3155775 +3655.3,3043.7932,0.16174471,1573.1462,1570000.0,998.0,98125.0,,24512.0,0.0002107808,0.1,2.2274702 +3701.09,3053.5498,0.18606882,1573.7052,1580000.0,1004.0,98750.0,,24672.0,0.0002105248,0.1,2.287384 +3757.67,3064.608,0.15768553,1572.7003,1590000.0,1011.0,99375.0,,24832.0,0.0002102688,0.1,2.3721972 +3671.56,3074.7976,0.28747767,1573.2546,1600000.0,1017.0,100000.0,,24992.0,0.0002100128,0.1,2.3295717 +3639.95,3083.9482,0.23836222,1573.8025,1610000.0,1023.0,100625.0,,25152.0,0.0002097568,0.1,2.340625 +3506.23,3092.9119,0.2757934,1574.344,1620000.0,1029.0,101250.0,,25312.0,0.0002095008,0.1,2.3774073 +3466.35,3100.7375,0.32622632,1574.8793,1630000.0,1035.0,101875.0,,25440.0,0.000209296,0.1,2.3073719 +3407.89,3108.73,0.35067648,1573.8964,1640000.0,1042.0,102500.0,,25600.0,0.00020904,0.1,2.2792883 +3373.37,3115.9795,0.2050038,1572.9266,1650000.0,1049.0,103125.0,,25760.0,0.000208784,0.1,2.22894 +3305.05,3122.0054,0.2345407,1573.4597,1660000.0,1055.0,103750.0,,25920.0,0.000208528,0.1,2.342248 +3263.75,3125.9717,0.27982947,1573.9868,1670000.0,1061.0,104375.0,,26080.0,0.000208272,0.1,2.2379823 +3328.66,3131.2153,0.15721168,1573.0337,1680000.0,1068.0,105000.0,,26240.0,0.000208016,0.1,2.3081992 +3235.95,3135.1904,0.19483036,1573.5568,1690000.0,1074.0,105625.0,,26400.0,0.00020776,0.1,2.2217684 +3227.95,3139.455,0.16483203,1574.0741,1700000.0,1080.0,106250.0,,26560.0,0.000207504,0.1,2.2937126 +3122.99,3141.5103,0.13198079,1574.5857,1710000.0,1086.0,106875.0,,26688.0,0.0002072992,0.1,2.2627041 +3216.45,3145.0627,0.22906312,1575.0916,1720000.0,1092.0,107500.0,,26848.0,0.0002070432,0.1,2.2930398 +3213.45,3147.0288,0.24950618,1575.592,1730000.0,1098.0,108125.0,,27008.0,0.0002067872,0.1,2.2836537 +3179.4,3149.884,0.19669947,1576.0869,1740000.0,1104.0,108750.0,,27168.0,0.0002065312,0.1,2.196959 +3178.26,3151.5703,0.1696592,1575.1575,1750000.0,1111.0,109375.0,,27328.0,0.0002062752,0.1,2.2850962 +3184.3,3152.363,0.2065411,1574.2397,1760000.0,1118.0,110000.0,,27488.0,0.0002060192,0.1,2.0899343 +3155.47,3152.5894,0.26021805,1574.7332,1770000.0,1124.0,110625.0,,27648.0,0.0002057632,0.1,2.2284198 +3369.13,3155.872,0.3690787,1575.2212,1780000.0,1130.0,111250.0,,27808.0,0.0002055072,0.1,2.1005235 +3341.88,3159.6052,0.1560916,1575.7042,1790000.0,1136.0,111875.0,,27968.0,0.0002052512,0.1,2.2638254 +3432.55,3166.1855,0.109658256,1576.1821,1800000.0,1142.0,112500.0,,28096.0,0.0002050464,0.1,2.190856 +3435.85,3173.2715,0.20012942,1576.655,1810000.0,1148.0,113125.0,,28256.0,0.0002047904,0.1,2.1560292 +3507.48,3181.4229,0.32564586,1577.123,1820000.0,1154.0,113750.0,,28416.0,0.0002045344,0.1,2.1905127 +3539.6,3190.589,0.2757148,1576.2274,1830000.0,1161.0,114375.0,,28576.0,0.0002042784,0.1,2.1461596 +3499.76,3199.7107,0.16893755,1576.6924,1840000.0,1167.0,115000.0,,28736.0,0.0002040224,0.1,2.1609447 +3370.79,3207.6082,0.16349371,1575.8092,1850000.0,1174.0,115625.0,,28896.0,0.0002037664,0.1,2.3008044 +3260.64,3214.7837,0.23650528,1576.2712,1860000.0,1180.0,116250.0,,29056.0,0.0002035104,0.1,2.1377964 +3221.43,3221.349,0.19381572,1576.7285,1870000.0,1186.0,116875.0,,29216.0,0.0002032544,0.1,2.161954 +3282.12,3227.7178,0.31419268,1577.1812,1880000.0,1192.0,117500.0,,29344.0,0.0002030496,0.1,2.1905243 +3076.85,3232.0427,0.11131141,1577.6294,1890000.0,1198.0,118125.0,,29504.0,0.0002027936,0.1,2.2230687 +3107.47,3236.5693,0.2226637,1578.0731,1900000.0,1204.0,118750.0,,29664.0,0.0002025376,0.1,2.1591845 +3501.13,3244.338,0.32442942,1578.5125,1910000.0,1210.0,119375.0,,29824.0,0.0002022816,0.1,2.118124 +3522.37,3251.3337,0.25749132,1578.9474,1920000.0,1216.0,120000.0,,29984.0,0.0002020256,0.1,2.1418824 +3606.65,3258.5493,0.27906272,1578.0867,1930000.0,1223.0,120625.0,,30144.0,0.0002017696,0.1,2.1640568 +3477.83,3264.1382,0.20457491,1578.5192,1940000.0,1229.0,121250.0,,30304.0,0.0002015136,0.1,2.2225327 +3484.36,3270.163,0.22900052,1578.9474,1950000.0,1235.0,121875.0,,30464.0,0.0002012576,0.1,2.1262453 +3283.72,3274.331,0.21407282,1579.3715,1960000.0,1241.0,122500.0,,30624.0,0.0002010016,0.1,2.1849213 +3108.12,3274.8835,0.2596179,1579.7915,1970000.0,1247.0,123125.0,,30752.0,0.0002007968,0.1,2.315359 +2869.29,3270.6313,0.18370491,1580.2075,1980000.0,1253.0,123750.0,,30912.0,0.0002005408,0.1,2.2047238 +2807.33,3266.3872,0.16633329,1579.3651,1990000.0,1260.0,124375.0,,31072.0,0.0002002848,0.1,2.271488 +2676.8,3262.6157,0.21137644,1579.7788,2000000.0,1266.0,125000.0,,31232.0,0.0002000288,0.1,2.3022313 +2814.13,3259.1575,0.19097142,1578.9474,2010000.0,1273.0,125625.0,,31392.0,0.0001997728,0.1,2.202993 +2947.05,3255.699,0.26863146,1579.3589,2020000.0,1279.0,126250.0,,31552.0,0.0001995168,0.1,2.2365034 +2909.89,3252.176,0.26653424,1578.5381,2030000.0,1286.0,126875.0,,31712.0,0.0001992608,0.1,2.2129993 +2981.91,3248.8806,0.20721065,1578.9474,2040000.0,1292.0,127500.0,,31872.0,0.0001990048,0.1,2.2262378 +3081.14,3248.474,0.22685532,1578.1371,2050000.0,1299.0,128125.0,,32000.0,0.0001988,0.1,2.2537107 +3169.53,3248.5132,0.20731165,1578.5441,2060000.0,1305.0,128750.0,,32160.0,0.000198544,0.1,2.241947 +3396.33,3250.4321,0.14009127,1578.9474,2070000.0,1311.0,129375.0,,32320.0,0.000198288,0.1,2.2295408 +3411.25,3250.9255,0.2527257,1579.347,2080000.0,1317.0,130000.0,,32480.0,0.000198032,0.1,2.2199044 +3354.94,3251.5088,0.16242272,1578.5498,2090000.0,1324.0,130625.0,,32640.0,0.000197776,0.1,2.255537 +3400.68,3253.8003,0.17054527,1578.9474,2100000.0,1330.0,131250.0,,32800.0,0.00019752,0.1,2.1440258 +3452.75,3258.3794,0.24934539,1578.16,2110000.0,1337.0,131875.0,,32960.0,0.000197264,0.1,2.3140352 +3442.44,3262.9055,0.18327974,1577.381,2120000.0,1344.0,132500.0,,33120.0,0.000197008,0.1,2.3108099 +3443.25,3266.943,0.23914994,1576.6099,2130000.0,1351.0,133125.0,,33280.0,0.000196752,0.1,2.1068683 +3228.25,3269.3,0.13448897,1577.008,2140000.0,1357.0,133750.0,,33408.0,0.0001965472,0.1,2.2208676 +3215.47,3272.3882,0.22060251,1576.2463,2150000.0,1364.0,134375.0,,33568.0,0.0001962912,0.1,2.147546 +3231.13,3275.9312,0.20257254,1576.6423,2160000.0,1370.0,135000.0,,33728.0,0.0001960352,0.1,2.118959 +3177.55,3277.5103,0.14586687,1577.0349,2170000.0,1376.0,135625.0,,33888.0,0.0001957792,0.1,2.168404 +3183.94,3278.4668,0.15640841,1576.2834,2180000.0,1383.0,136250.0,,34048.0,0.0001955232,0.1,2.176457 +3085.59,3277.672,0.13864587,1576.6738,2190000.0,1389.0,136875.0,,34208.0,0.0001952672,0.1,2.250088 +3134.56,3276.8054,0.15190287,1575.9313,2200000.0,1396.0,137500.0,,34368.0,0.0001950112,0.1,2.1557267 +3127.58,3275.25,0.25400594,1575.196,2210000.0,1403.0,138125.0,,34528.0,0.0001947552,0.1,2.2100632 +3152.15,3272.4512,0.14740926,1576.7046,2220000.0,1408.0,138750.0,,34656.0,0.0001945504,0.1,2.2060735 +3087.31,3269.1274,0.30090618,1575.9717,2230000.0,1415.0,139375.0,,34816.0,0.0001942944,0.1,2.2455206 +3369.27,3267.983,0.203632,1576.3547,2240000.0,1421.0,140000.0,,34976.0,0.0001940384,0.1,2.2819362 +3310.15,3267.0166,0.24536963,1575.6302,2250000.0,1428.0,140625.0,,35136.0,0.0001937824,0.1,2.152388 +3362.82,3267.0974,0.20685273,1576.0111,2260000.0,1434.0,141250.0,,35296.0,0.0001935264,0.1,2.0578814 +3220.61,3263.3574,0.15086131,1576.3889,2270000.0,1440.0,141875.0,,35456.0,0.0001932704,0.1,2.1349766 +3230.83,3261.7375,0.18002589,1575.6738,2280000.0,1447.0,142500.0,,35616.0,0.0001930144,0.1,2.0832467 +3178.53,3260.7837,0.19399475,1576.0496,2290000.0,1453.0,143125.0,,35776.0,0.0001927584,0.1,2.2487059 +3053.98,3259.4172,0.18216991,1576.4222,2300000.0,1459.0,143750.0,,35936.0,0.0001925024,0.1,2.2493446 +3010.24,3257.4128,0.12786031,1576.7917,2310000.0,1465.0,144375.0,,36064.0,0.0001922976,0.1,2.1844692 +3066.43,3255.8132,0.21782328,1576.0869,2320000.0,1472.0,145000.0,,36224.0,0.0001920416,0.1,2.1214023 +3090.63,3253.461,0.20036413,1575.3888,2330000.0,1479.0,145625.0,,36384.0,0.0001917856,0.1,2.0791864 +3062.94,3254.82,0.17162517,1574.6971,2340000.0,1486.0,146250.0,,36544.0,0.0001915296,0.1,2.136484 +3089.97,3256.086,0.23126964,1574.0121,2350000.0,1493.0,146875.0,,36704.0,0.0001912736,0.1,2.1873512 +3038.35,3255.0625,0.13194448,1574.3829,2360000.0,1499.0,147500.0,,36864.0,0.0001910176,0.1,2.160791 +3046.84,3253.5688,0.21127857,1573.7052,2370000.0,1506.0,148125.0,,37024.0,0.0001907616,0.1,2.170977 +3070.37,3252.634,0.2381157,1573.0337,2380000.0,1513.0,148750.0,,37184.0,0.0001905056,0.1,2.1667106 +3008.1,3251.6797,0.123659626,1573.4036,2390000.0,1519.0,149375.0,,37312.0,0.0001903008,0.1,2.172586 +2979.64,3250.3674,0.2030926,1572.7391,2400000.0,1526.0,150000.0,,37472.0,0.0001900448,0.1,2.0878553 +2931.76,3247.8862,0.19137268,1573.107,2410000.0,1532.0,150625.0,,37632.0,0.0001897888,0.1,2.185035 +2890.6,3244.5945,0.24636824,1573.472,2420000.0,1538.0,151250.0,,37792.0,0.0001895328,0.1,2.0717058 +2982.69,3243.404,0.21725155,1573.8342,2430000.0,1544.0,151875.0,,37952.0,0.0001892768,0.1,2.0376306 +3037.93,3243.575,0.34482503,1574.1936,2440000.0,1550.0,152500.0,,38112.0,0.0001890208,0.1,2.0571992 +3156.97,3243.1443,0.19797309,1573.5388,2450000.0,1557.0,153125.0,,38272.0,0.0001887648,0.1,2.0857587 +3352.24,3244.6685,0.2096484,1573.8964,2460000.0,1563.0,153750.0,,38432.0,0.0001885088,0.1,2.1247296 +3331.12,3246.343,0.22907226,1574.2511,2470000.0,1569.0,154375.0,,38592.0,0.0001882528,0.1,2.1113567 +3360.56,3249.1045,0.30258942,1574.6031,2480000.0,1575.0,155000.0,,38720.0,0.000188048,0.1,2.1290793 +3383.41,3251.6921,0.2625806,1573.957,2490000.0,1582.0,155625.0,,38880.0,0.000187792,0.1,2.0587363 +3406.08,3253.653,0.3145842,1573.3165,2500000.0,1589.0,156250.0,,39040.0,0.000187536,0.1,2.0579412 +3138.87,3252.1284,0.22550924,1573.6677,2510000.0,1595.0,156875.0,,39200.0,0.00018728,0.1,2.1251707 +3060.44,3250.5715,0.16240717,1573.0337,2520000.0,1602.0,157500.0,,39360.0,0.000187024,0.1,2.082847 +3170.99,3249.79,0.34237465,1573.383,2530000.0,1608.0,158125.0,,39520.0,0.000186768,0.1,2.038546 +3192.74,3247.7764,0.153355,1572.7554,2540000.0,1615.0,158750.0,,39680.0,0.000186512,0.1,2.0821226 +3210.01,3244.338,0.1888111,1573.103,2550000.0,1621.0,159375.0,,39840.0,0.000186256,0.1,2.0744822 +3239.45,3240.3862,0.27062607,1573.4481,2560000.0,1627.0,160000.0,,40000.0,0.000186,0.1,2.032785 +3145.42,3235.287,0.1825557,1573.7905,2570000.0,1633.0,160625.0,,40128.0,0.0001857952,0.1,2.0608013 +3115.99,3229.4363,0.25067136,1574.1306,2580000.0,1639.0,161250.0,,40288.0,0.0001855392,0.1,1.9284259 +3001.86,3221.8782,0.21495734,1573.5116,2590000.0,1646.0,161875.0,,40448.0,0.0001852832,0.1,1.9904728 +3127.76,3216.4404,0.16248016,1572.8977,2600000.0,1653.0,162500.0,,40608.0,0.0001850272,0.1,2.0270905 +3140.3,3211.444,0.15926123,1573.2369,2610000.0,1659.0,163125.0,,40768.0,0.0001847712,0.1,1.9733131 +3036.07,3206.7424,0.26138765,1572.629,2620000.0,1666.0,163750.0,,40928.0,0.0001845152,0.1,1.9885617 +3096.79,3203.0461,0.13686246,1572.0262,2630000.0,1673.0,164375.0,,41088.0,0.0001842592,0.1,1.9502993 +3107.65,3200.0444,0.26576757,1572.3645,2640000.0,1679.0,165000.0,,41248.0,0.0001840032,0.1,2.0954967 +3003.29,3196.343,0.25556406,1571.7675,2650000.0,1686.0,165625.0,,41376.0,0.0001837984,0.1,2.05372 +3009.85,3193.3914,0.19573657,1571.1754,2660000.0,1693.0,166250.0,,41536.0,0.0001835424,0.1,1.990991 +3077.01,3191.5237,0.25122988,1571.5127,2670000.0,1699.0,166875.0,,41696.0,0.0001832864,0.1,2.0786605 +3063.82,3188.8752,0.17860065,1571.8475,2680000.0,1705.0,167500.0,,41856.0,0.0001830304,0.1,1.9200507 +3016.11,3186.6772,0.18104637,1572.18,2690000.0,1711.0,168125.0,,42016.0,0.0001827744,0.1,2.0119822 +3142.76,3185.825,0.23349965,1572.5101,2700000.0,1717.0,168750.0,,42176.0,0.0001825184,0.1,2.0842366 +3297.43,3187.5696,0.14008452,1572.838,2710000.0,1723.0,169375.0,,42336.0,0.0001822624,0.1,2.0004158 +3251.99,3187.9255,0.34781495,1572.2544,2720000.0,1730.0,170000.0,,42496.0,0.0001820064,0.1,1.9782538 +3301.46,3188.8054,0.17756118,1572.5807,2730000.0,1736.0,170625.0,,42656.0,0.0001817504,0.1,1.8834085 +3173.74,3188.749,0.21129416,1572.9047,2740000.0,1742.0,171250.0,,42784.0,0.0001815456,0.1,1.9271288 +3036.12,3187.3274,0.18075687,1573.2266,2750000.0,1748.0,171875.0,,42944.0,0.0001812896,0.1,1.8564022 +3013.34,3185.6182,0.23894422,1572.6495,2760000.0,1755.0,172500.0,,43104.0,0.0001810336,0.1,1.9293952 +3026.17,3184.3245,0.22705507,1572.0771,2770000.0,1762.0,173125.0,,43264.0,0.0001807776,0.1,2.0254688 +3125.14,3181.8843,0.2695077,1572.3982,2780000.0,1768.0,173750.0,,43424.0,0.0001805216,0.1,1.9999188 +3046.8,3178.9338,0.2011654,1572.717,2790000.0,1774.0,174375.0,,43584.0,0.0001802656,0.1,2.0199585 +3041.05,3175.019,0.16038732,1572.1505,2800000.0,1781.0,175000.0,,43744.0,0.0001800096,0.1,2.0194924 +3137.92,3172.0398,0.1761925,1572.4678,2810000.0,1787.0,175625.0,,43904.0,0.0001797536,0.1,1.8768857 +3182.73,3168.7922,0.15922943,1572.7831,2820000.0,1793.0,176250.0,,44032.0,0.0001795488,0.1,1.9242435 +3119.37,3164.5896,0.13873596,1573.0962,2830000.0,1799.0,176875.0,,44192.0,0.0001792928,0.1,2.008675 +3156.9,3161.1611,0.23956181,1572.536,2840000.0,1806.0,177500.0,,44352.0,0.0001790368,0.1,1.9741536 +3219.29,3159.6462,0.26732093,1572.8477,2850000.0,1812.0,178125.0,,44512.0,0.0001787808,0.1,1.8566092 +3322.03,3160.2603,0.28812993,1573.1573,2860000.0,1818.0,178750.0,,44672.0,0.0001785248,0.1,1.8663335 +3294.64,3160.9922,0.21158838,1572.6028,2870000.0,1825.0,179375.0,,44832.0,0.0001782688,0.1,1.9306189 +3286.24,3161.0334,0.27353403,1572.911,2880000.0,1831.0,180000.0,,44992.0,0.0001780128,0.1,1.9718968 +3386.09,3164.126,0.12337379,1573.2172,2890000.0,1837.0,180625.0,,45152.0,0.0001777568,0.1,2.0252876 +3332.41,3166.3752,0.16364564,1572.6681,2900000.0,1844.0,181250.0,,45312.0,0.0001775008,0.1,2.0011706 +3399.98,3165.3638,0.15245652,1572.973,2910000.0,1850.0,181875.0,,45440.0,0.000177296,0.1,1.9793499 +3317.66,3163.3167,0.23199415,1573.2759,2920000.0,1856.0,182500.0,,45600.0,0.00017704,0.1,1.9887273 +3244.02,3159.6904,0.18330511,1573.5768,2930000.0,1862.0,183125.0,,45760.0,0.000176784,0.1,1.7724247 +3369.26,3158.6047,0.22999385,1573.8759,2940000.0,1868.0,183750.0,,45920.0,0.000176528,0.1,1.8161352 +3448.79,3158.2488,0.22269528,1573.3334,2950000.0,1875.0,184375.0,,46080.0,0.000176272,0.1,1.9748656 +3565.38,3161.0654,0.31878227,1573.6311,2960000.0,1881.0,185000.0,,46240.0,0.000176016,0.1,1.8718457 +3515.85,3165.1426,0.17600954,1573.9269,2970000.0,1887.0,185625.0,,46400.0,0.00017576,0.1,1.8687965 +3533.12,3171.7812,0.21083154,1574.2208,2980000.0,1893.0,186250.0,,46560.0,0.000175504,0.1,1.9387746 +3441.24,3178.1204,0.26054332,1574.513,2990000.0,1899.0,186875.0,,46688.0,0.0001752992,0.1,1.999748 +3461.43,3185.9666,0.17492951,1574.8031,3000000.0,1905.0,187500.0,,46848.0,0.0001750432,0.1,1.670877 +3518.31,3193.0085,0.40477368,1575.0916,3010000.0,1911.0,188125.0,,47008.0,0.0001747872,0.1,1.8379147 +3644.77,3199.9858,0.3285364,1574.5569,3020000.0,1918.0,188750.0,,47168.0,0.0001745312,0.1,1.9611844 +3833.09,3209.2178,0.20409986,1574.026,3030000.0,1925.0,189375.0,,47328.0,0.0001742752,0.1,1.6602287 +3841.45,3217.8132,0.24000242,1574.3138,3040000.0,1931.0,190000.0,,47488.0,0.0001740192,0.1,1.820987 +3887.04,3225.8718,0.18561728,1573.7874,3050000.0,1938.0,190625.0,,47648.0,0.0001737632,0.1,1.8079593 +4009.99,3234.2764,0.19116937,1574.0741,3060000.0,1944.0,191250.0,,47808.0,0.0001735072,0.1,1.7195237 +3887.15,3239.1846,0.15987791,1574.359,3070000.0,1950.0,191875.0,,47968.0,0.0001732512,0.1,1.8590115 +3820.87,3243.2812,0.19619411,1574.6421,3080000.0,1956.0,192500.0,,48096.0,0.0001730464,0.1,1.8311672 +3633.18,3246.0637,0.15199633,1574.9236,3090000.0,1962.0,193125.0,,48256.0,0.0001727904,0.1,1.9550157 +3526.18,3247.3184,0.21233505,1575.2032,3100000.0,1968.0,193750.0,,48416.0,0.0001725344,0.1,1.6730002 +3574.86,3248.5398,0.29951733,1575.4812,3110000.0,1974.0,194375.0,,48576.0,0.0001722784,0.1,1.6864672 +3531.62,3249.4316,0.20888087,1574.9622,3120000.0,1981.0,195000.0,,48736.0,0.0001720224,0.1,1.7565895 +3629.33,3251.2925,0.314414,1575.239,3130000.0,1987.0,195625.0,,48896.0,0.0001717664,0.1,1.7998941 +3814.46,3257.1543,0.1813673,1575.5143,3140000.0,1993.0,196250.0,,49056.0,0.0001715104,0.1,1.7779471 +3800.88,3263.0085,0.17563958,1575.7878,3150000.0,1999.0,196875.0,,49216.0,0.0001712544,0.1,1.7706702 +3726.83,3267.9653,0.16837457,1576.8463,3160000.0,2004.0,197500.0,,49344.0,0.0001710496,0.1,1.8419054 +3579.06,3271.9807,0.2000942,1576.3302,3170000.0,2011.0,198125.0,,49504.0,0.0001707936,0.1,1.9193847 +3390.45,3274.0454,0.327677,1576.5989,3180000.0,2017.0,198750.0,,49664.0,0.0001705376,0.1,1.7947851 +3482.18,3278.0115,0.15482125,1576.0869,3190000.0,2024.0,199375.0,,49824.0,0.0001702816,0.1,1.850179 +3425.01,3280.9155,0.21988602,1576.3547,3200000.0,2030.0,200000.0,,49984.0,0.0001700256,0.1,1.8439221 +3505.49,3284.695,0.2164697,1576.6208,3210000.0,2036.0,200625.0,,50144.0,0.0001697696,0.1,1.6556451 +3629.22,3289.4656,0.18980516,1576.8854,3220000.0,2042.0,201250.0,,50304.0,0.0001695136,0.1,1.9720756 +3674.86,3295.3413,0.22417302,1576.3787,3230000.0,2049.0,201875.0,,50464.0,0.0001692576,0.1,2.0587664 +3676.96,3298.4185,0.2599312,1576.6423,3240000.0,2055.0,202500.0,,50624.0,0.0001690016,0.1,2.032876 +3756.64,3302.883,0.18249936,1576.9044,3250000.0,2061.0,203125.0,,50752.0,0.0001687968,0.1,1.8004614 +3696.56,3306.2202,0.19614242,1577.1649,3260000.0,2067.0,203750.0,,50912.0,0.0001685408,0.1,1.8551171 +3653.33,3310.5476,0.19516712,1576.6635,3270000.0,2074.0,204375.0,,51072.0,0.0001682848,0.1,1.9075255 +3541.6,3313.655,0.21204689,1576.1653,3280000.0,2081.0,205000.0,,51232.0,0.0001680288,0.1,1.8780881 +3569.15,3317.5615,0.21783365,1575.6705,3290000.0,2088.0,205625.0,,51392.0,0.0001677728,0.1,1.8051717 +3599.77,3323.0193,0.20857275,1575.179,3300000.0,2095.0,206250.0,,51552.0,0.0001675168,0.1,1.8717214 +3589.68,3328.8137,0.4748702,1574.6908,3310000.0,2102.0,206875.0,,51712.0,0.0001672608,0.1,1.8771026 +3694.72,3335.0967,0.21165253,1574.2058,3320000.0,2109.0,207500.0,,51872.0,0.0001670048,0.1,1.8313098 +3737.62,3341.567,0.28062922,1575.2129,3330000.0,2114.0,208125.0,,52000.0,0.0001668,0.1,1.9197499 +3845.35,3349.3906,0.2559153,1575.4717,3340000.0,2120.0,208750.0,,52160.0,0.000166544,0.1,1.9275675 +3739.61,3355.8872,0.1769568,1575.7291,3350000.0,2126.0,209375.0,,52320.0,0.000166288,0.1,1.783669 +3730.24,3362.806,0.22590797,1575.985,3360000.0,2132.0,210000.0,,52480.0,0.000166032,0.1,1.9515067 +3781.82,3370.156,0.28594068,1575.5026,3370000.0,2139.0,210625.0,,52640.0,0.000165776,0.1,1.9173131 +3759.88,3377.0505,0.14571911,1575.0233,3380000.0,2146.0,211250.0,,52800.0,0.00016552,0.1,1.8930254 +3707.4,3384.0437,0.27653572,1574.5471,3390000.0,2153.0,211875.0,,52960.0,0.000165264,0.1,1.7520583 +3632.59,3390.5732,0.20029725,1574.0741,3400000.0,2160.0,212500.0,,53120.0,0.000165008,0.1,1.8964207 +3528.56,3396.5413,0.1802426,1573.604,3410000.0,2167.0,213125.0,,53280.0,0.000164752,0.1,1.7980869 +3429.91,3401.9343,0.22477262,1573.861,3420000.0,2173.0,213750.0,,53408.0,0.0001645472,0.1,1.897202 +3397.19,3406.0793,0.25294656,1574.1166,3430000.0,2179.0,214375.0,,53568.0,0.0001642912,0.1,1.9091717 +3408.8,3409.788,0.19388446,1574.3707,3440000.0,2185.0,215000.0,,53728.0,0.0001640352,0.1,1.8873924 +3293.76,3411.156,0.14882511,1573.9052,3450000.0,2192.0,215625.0,,53888.0,0.0001637792,0.1,1.8861873 +3194.71,3409.581,0.17943658,1574.1583,3460000.0,2198.0,216250.0,,54048.0,0.0001635232,0.1,1.7950602 +3084.81,3407.118,0.1749207,1574.4102,3470000.0,2204.0,216875.0,,54208.0,0.0001632672,0.1,1.9370503 +3159.25,3405.1045,0.1883755,1574.6606,3480000.0,2210.0,217500.0,,54368.0,0.0001630112,0.1,1.8309169 +3204.87,3403.319,0.1883526,1574.1993,3490000.0,2217.0,218125.0,,54528.0,0.0001627552,0.1,1.7090853 +3039.99,3399.6582,0.3300032,1575.1575,3500000.0,2222.0,218750.0,,54656.0,0.0001625504,0.1,1.9344732 +3080.15,3399.071,0.22320388,1575.4039,3510000.0,2228.0,219375.0,,54816.0,0.0001622944,0.1,1.8358228 +3261.25,3401.079,0.2266135,1575.649,3520000.0,2234.0,220000.0,,54976.0,0.0001620384,0.1,1.9838909 +3319.87,3402.568,0.2802514,1575.1897,3530000.0,2241.0,220625.0,,55136.0,0.0001617824,0.1,1.7816644 +3511.14,3405.752,0.21071535,1575.434,3540000.0,2247.0,221250.0,,55296.0,0.0001615264,0.1,1.7759717 +3366.64,3407.3179,0.23862483,1575.6769,3550000.0,2253.0,221875.0,,55456.0,0.0001612704,0.1,1.7976806 +3407.26,3408.9958,0.21740808,1575.9186,3560000.0,2259.0,222500.0,,55616.0,0.0001610144,0.1,1.8662908 +3513.9,3412.681,0.2698954,1575.4634,3570000.0,2266.0,223125.0,,55776.0,0.0001607584,0.1,1.9375752 +3412.8,3415.6492,0.22628048,1575.011,3580000.0,2273.0,223750.0,,55936.0,0.0001605024,0.1,1.822402 +3376.06,3419.3914,0.19617678,1575.2523,3590000.0,2279.0,224375.0,,56064.0,0.0001602976,0.1,1.8487761 +3376.84,3421.8826,0.11613419,1574.8031,3600000.0,2286.0,225000.0,,56224.0,0.0001600416,0.1,2.0133607 +3296.43,3423.4434,0.20242238,1575.0436,3610000.0,2292.0,225625.0,,56384.0,0.0001597856,0.1,2.0092833 +3334.25,3426.4253,0.15363802,1574.5977,3620000.0,2299.0,226250.0,,56544.0,0.0001595296,0.1,1.9732295 +3306.33,3428.5205,0.20943862,1574.1544,3630000.0,2306.0,226875.0,,56704.0,0.0001592736,0.1,2.0033145 +3266.59,3430.11,0.23652975,1573.7137,3640000.0,2313.0,227500.0,,56864.0,0.0001590176,0.1,1.9348164 +3473.05,3434.8076,0.22871548,1573.9543,3650000.0,2319.0,228125.0,,57024.0,0.0001587616,0.1,1.804466 +3375.13,3438.4602,0.21071401,1574.1936,3660000.0,2325.0,228750.0,,57184.0,0.0001585056,0.1,1.8146768 +3346.49,3441.1553,0.24627969,1574.4315,3670000.0,2331.0,229375.0,,57312.0,0.0001583008,0.1,1.8801482 +3436.25,3444.8794,0.21151447,1574.6683,3680000.0,2337.0,230000.0,,57472.0,0.0001580448,0.1,1.7920341 +3442.85,3449.1465,0.22610243,1574.232,3690000.0,2344.0,230625.0,,57632.0,0.0001577888,0.1,1.9173357 +3392.41,3451.643,0.19026402,1574.4681,3700000.0,2350.0,231250.0,,57792.0,0.0001575328,0.1,1.7146852 +3308.48,3451.7534,0.16259544,1574.7029,3710000.0,2356.0,231875.0,,57952.0,0.0001572768,0.1,1.7791765 +3366.54,3452.8992,0.16732065,1574.27,3720000.0,2363.0,232500.0,,58112.0,0.0001570208,0.1,1.9135308 +3317.4,3453.0583,0.17524973,1573.8397,3730000.0,2370.0,233125.0,,58272.0,0.0001567648,0.1,1.8450613 +3331.33,3454.6343,0.21689826,1574.0741,3740000.0,2376.0,233750.0,,58432.0,0.0001565088,0.1,1.7365294 +3264.13,3456.9148,0.21368101,1574.3073,3750000.0,2382.0,234375.0,,58592.0,0.0001562528,0.1,1.8151057 +3275.67,3459.538,0.1441982,1574.5393,3760000.0,2388.0,235000.0,,58720.0,0.000156048,0.1,1.9275194 +3176.47,3461.041,0.22215468,1574.1128,3770000.0,2395.0,235625.0,,58880.0,0.000155792,0.1,1.881499 +3196.49,3461.7544,0.2651475,1573.6886,3780000.0,2402.0,236250.0,,59040.0,0.000155536,0.1,1.871104 +3334.55,3464.632,0.28717455,1573.267,3790000.0,2409.0,236875.0,,59200.0,0.00015528,0.1,1.7834698 +3475.53,3468.9773,0.2249757,1573.499,3800000.0,2415.0,237500.0,,59360.0,0.000155024,0.1,1.8011975 +3446.34,3472.0613,0.2488168,1573.0801,3810000.0,2422.0,238125.0,,59520.0,0.000154768,0.1,1.8446763 +3575.74,3475.9912,0.3150643,1572.6637,3820000.0,2429.0,238750.0,,59680.0,0.000154512,0.1,1.7931333 +3678.17,3481.579,0.17110085,1572.8953,3830000.0,2435.0,239375.0,,59840.0,0.000154256,0.1,1.8079717 +3731.21,3487.3223,0.18378973,1573.1257,3840000.0,2441.0,240000.0,,60000.0,0.000154,0.1,1.7628021 +3623.82,3491.3674,0.117764525,1573.3551,3850000.0,2447.0,240625.0,,60128.0,0.0001537952,0.1,1.8533676 +3577.82,3493.9253,0.24382487,1573.5834,3860000.0,2453.0,241250.0,,60288.0,0.0001535392,0.1,1.8927722 +3730.41,3498.2827,0.2349573,1573.8105,3870000.0,2459.0,241875.0,,60448.0,0.0001532832,0.1,1.749121 +3685.18,3502.2722,0.24098161,1574.0365,3880000.0,2465.0,242500.0,,60608.0,0.0001530272,0.1,1.7979119 +3547.28,3503.8843,0.3498887,1573.6246,3890000.0,2472.0,243125.0,,60768.0,0.0001527712,0.1,1.8405238 +3628.84,3506.8486,0.27264702,1573.215,3900000.0,2479.0,243750.0,,60928.0,0.0001525152,0.1,1.6905454 +3587.6,3508.725,0.22565387,1573.4407,3910000.0,2485.0,244375.0,,61088.0,0.0001522592,0.1,1.8240358 +3610.14,3511.6497,0.16659898,1573.6652,3920000.0,2491.0,245000.0,,61248.0,0.0001520032,0.1,1.7855887 +3601.98,3515.229,0.17023267,1573.8887,3930000.0,2497.0,245625.0,,61376.0,0.0001517984,0.1,1.8090177 +3507.37,3516.61,0.13253534,1574.1111,3940000.0,2503.0,246250.0,,61536.0,0.0001515424,0.1,1.7705674 +3464.22,3516.7646,0.25695053,1574.3324,3950000.0,2509.0,246875.0,,61696.0,0.0001512864,0.1,1.8029311 +3478.81,3515.8992,0.19543831,1573.9269,3960000.0,2516.0,247500.0,,61856.0,0.0001510304,0.1,1.7547162 +3380.81,3514.5488,0.23533086,1574.1475,3970000.0,2522.0,248125.0,,62016.0,0.0001507744,0.1,1.7895262 +3297.76,3512.1953,0.18863468,1574.3671,3980000.0,2528.0,248750.0,,62176.0,0.0001505184,0.1,1.8073784 +3391.57,3511.6982,0.21569741,1573.9645,3990000.0,2535.0,249375.0,,62336.0,0.0001502624,0.1,1.8423666 +3386.32,3510.9468,0.16317175,1574.1833,4000000.0,2541.0,250000.0,,62496.0,0.0001500064,0.1,1.8774824 +3497.86,3510.7424,0.15920231,1574.4012,4010000.0,2547.0,250625.0,,62656.0,0.0001497504,0.1,1.803518 +3347.24,3507.7676,0.23918132,1574.618,4020000.0,2553.0,251250.0,,62784.0,0.0001495456,0.1,1.8114415 +3353.97,3502.9766,0.2845892,1574.8339,4030000.0,2559.0,251875.0,,62944.0,0.0001492896,0.1,1.8455919 +3360.26,3498.1648,0.20104565,1575.0487,4040000.0,2565.0,252500.0,,63104.0,0.0001490336,0.1,1.8885747 +3334.24,3492.6365,0.27662897,1575.2626,4050000.0,2571.0,253125.0,,63264.0,0.0001487776,0.1,1.7578671 +3369.9,3486.2356,0.18027487,1575.4753,4060000.0,2577.0,253750.0,,63424.0,0.0001485216,0.1,1.7587045 +3392.92,3481.2932,0.2117342,1575.0774,4070000.0,2584.0,254375.0,,63584.0,0.0001482656,0.1,1.7896153 +3489.4,3477.9785,0.31562606,1575.2896,4080000.0,2590.0,255000.0,,63744.0,0.0001480096,0.1,1.7993621 +3511.27,3476.7593,0.21333782,1574.8942,4090000.0,2597.0,255625.0,,63904.0,0.0001477536,0.1,1.7140225 +3352.24,3475.0203,0.13875982,1575.7109,4100000.0,2602.0,256250.0,,64032.0,0.0001475488,0.1,1.816792 +3373.94,3473.0107,0.2500818,1575.3162,4110000.0,2609.0,256875.0,,64192.0,0.0001472928,0.1,1.7254839 +3070.7,3468.4016,0.11684393,1574.9236,4120000.0,2616.0,257500.0,,64352.0,0.0001470368,0.1,1.7761464 +3049.4,3462.6023,0.13213195,1575.1335,4130000.0,2622.0,258125.0,,64512.0,0.0001467808,0.1,1.7117971 +2957.94,3454.0369,0.18720996,1574.7433,4140000.0,2629.0,258750.0,,64672.0,0.0001465248,0.1,1.5956774 +2826.53,3444.2932,0.24988663,1574.9525,4150000.0,2635.0,259375.0,,64832.0,0.0001462688,0.1,1.6412604 +2680.9,3433.8345,0.2119681,1574.5647,4160000.0,2642.0,260000.0,,64992.0,0.0001460128,0.1,1.6750236 +2627.7,3424.3206,0.1942989,1574.7734,4170000.0,2648.0,260625.0,,65152.0,0.0001457568,0.1,1.7447367 +2795.36,3418.37,0.28678536,1574.9812,4180000.0,2654.0,261250.0,,65312.0,0.0001455008,0.1,1.6822393 +2923.64,3412.7842,0.20022681,1574.5961,4190000.0,2661.0,261875.0,,65440.0,0.000145296,0.1,1.6724501 +2988.31,3408.4172,0.24678093,1574.8031,4200000.0,2667.0,262500.0,,65600.0,0.00014504,0.1,1.699315 +3093.94,3404.3018,0.2228577,1574.4203,4210000.0,2674.0,263125.0,,65760.0,0.000144784,0.1,1.7787635 +3339.12,3401.4006,0.2894055,1574.6268,4220000.0,2680.0,263750.0,,65920.0,0.000144528,0.1,1.8001208 +3460.24,3399.2546,0.1835708,1574.8325,4230000.0,2686.0,264375.0,,66080.0,0.000144272,0.1,1.647431 +3490.77,3397.3928,0.2084525,1575.0371,4240000.0,2692.0,265000.0,,66240.0,0.000144016,0.1,1.5952933 +3213.47,3391.9612,0.21550378,1575.241,4250000.0,2698.0,265625.0,,66400.0,0.00014376,0.1,1.6974963 +3303.03,3388.026,0.23866384,1574.8613,4260000.0,2705.0,266250.0,,66560.0,0.000143504,0.1,1.6560543 +3287.27,3384.3652,0.2715273,1575.0646,4270000.0,2711.0,266875.0,,66688.0,0.0001432992,0.1,1.8013864 +3111.28,3380.0618,0.24013862,1575.2668,4280000.0,2717.0,267500.0,,66848.0,0.0001430432,0.1,1.7485499 +3061.88,3374.9893,0.28863284,1575.4683,4290000.0,2723.0,268125.0,,67008.0,0.0001427872,0.1,1.7955854 +3020.26,3369.194,0.17238426,1575.6687,4300000.0,2729.0,268750.0,,67168.0,0.0001425312,0.1,1.7031217 +2965.39,3362.951,0.30753765,1575.8684,4310000.0,2735.0,269375.0,,67328.0,0.0001422752,0.1,1.7446532 +2991.75,3355.9211,0.19623037,1575.4923,4320000.0,2742.0,270000.0,,67488.0,0.0001420192,0.1,1.6129675 +3083.6,3349.3809,0.28826368,1575.6914,4330000.0,2748.0,270625.0,,67648.0,0.0001417632,0.1,1.7474322 +3146.14,3342.3892,0.1914593,1575.8896,4340000.0,2754.0,271250.0,,67808.0,0.0001415072,0.1,1.55558 +3174.28,3336.7356,0.21299095,1576.0869,4350000.0,2760.0,271875.0,,67968.0,0.0001412512,0.1,1.6832234 +3109.41,3330.5276,0.19812568,1576.2834,4360000.0,2766.0,272500.0,,68096.0,0.0001410464,0.1,1.6351889 +3291.84,3325.628,0.24509712,1576.4791,4370000.0,2772.0,273125.0,,68256.0,0.0001407904,0.1,1.7558401 +3270.66,3320.7356,0.18787256,1576.6738,4380000.0,2778.0,273750.0,,68416.0,0.0001405344,0.1,1.6473322 +3177.68,3315.4385,0.15005754,1576.8678,4390000.0,2784.0,274375.0,,68576.0,0.0001402784,0.1,1.6487696 +3303.75,3312.15,0.24510908,1576.4958,4400000.0,2791.0,275000.0,,68736.0,0.0001400224,0.1,1.7190416 +3242.61,3309.2905,0.13261092,1576.6893,4410000.0,2797.0,275625.0,,68896.0,0.0001397664,0.1,1.7700388 +3246.4,3307.456,0.16764067,1576.3196,4420000.0,2804.0,276250.0,,69056.0,0.0001395104,0.1,1.7142143 +3315.09,3306.6348,0.26160035,1575.9517,4430000.0,2811.0,276875.0,,69216.0,0.0001392544,0.1,1.6997559 +3372.67,3306.2732,0.20077693,1576.1448,4440000.0,2817.0,277500.0,,69344.0,0.0001390496,0.1,1.6529286 +3509.79,3308.4333,0.18096781,1576.3373,4450000.0,2823.0,278125.0,,69504.0,0.0001387936,0.1,1.780206 +3399.18,3310.478,0.27269402,1575.9717,4460000.0,2830.0,278750.0,,69664.0,0.0001385376,0.1,1.806126 +3361.17,3313.2415,0.111754574,1576.1636,4470000.0,2836.0,279375.0,,69824.0,0.0001382816,0.1,1.750365 +3423.92,3315.8882,0.19129811,1576.3547,4480000.0,2842.0,280000.0,,69984.0,0.0001380256,0.1,1.7518699 +3207.54,3315.915,0.25415102,1575.9916,4490000.0,2849.0,280625.0,,70144.0,0.0001377696,0.1,1.7419387 +3228.08,3317.7957,0.13648434,1576.1821,4500000.0,2855.0,281250.0,,70304.0,0.0001375136,0.1,1.6577963 +3211.7,3319.1113,0.22879224,1576.372,4510000.0,2861.0,281875.0,,70464.0,0.0001372576,0.1,1.6629477 +3296.36,3319.463,0.17236021,1576.0111,4520000.0,2868.0,282500.0,,70624.0,0.0001370016,0.1,1.7045419 +3298.28,3319.2468,0.09244977,1576.2004,4530000.0,2874.0,283125.0,,70752.0,0.0001367968,0.1,1.7456262 +3234.28,3316.478,0.19826177,1575.8417,4540000.0,2881.0,283750.0,,70912.0,0.0001365408,0.1,1.6479303 +3324.47,3316.0566,0.18908799,1576.0305,4550000.0,2887.0,284375.0,,71072.0,0.0001362848,0.1,1.674891 +3402.57,3316.0093,0.25825098,1575.6738,4560000.0,2894.0,285000.0,,71232.0,0.0001360288,0.1,1.6977935 +3439.01,3315.2603,0.19719082,1575.3188,4570000.0,2901.0,285625.0,,71392.0,0.0001357728,0.1,1.7517514 +3416.93,3315.3015,0.17204383,1575.5074,4580000.0,2907.0,286250.0,,71552.0,0.0001355168,0.1,1.6718423 +3374.2,3315.2832,0.21379316,1575.6952,4590000.0,2913.0,286875.0,,71712.0,0.0001352608,0.1,1.6794173 +3510.32,3316.618,0.22061925,1575.3424,4600000.0,2920.0,287500.0,,71872.0,0.0001350048,0.1,1.5819024 +3407.54,3317.729,0.17713359,1576.0684,4610000.0,2925.0,288125.0,,72000.0,0.0001348,0.1,1.7423131 +3227.06,3316.657,0.24115455,1575.7162,4620000.0,2932.0,288750.0,,72160.0,0.000134544,0.1,1.8093754 +3313.07,3316.7246,0.39671502,1575.3657,4630000.0,2939.0,289375.0,,72320.0,0.000134288,0.1,1.6644818 +3277.14,3316.83,0.19538473,1575.017,4640000.0,2946.0,290000.0,,72480.0,0.000134032,0.1,1.7234786 +3401.65,3316.116,0.20603144,1574.6698,4650000.0,2953.0,290625.0,,72640.0,0.000133776,0.1,1.6725938 +3437.13,3316.7358,0.21900278,1574.3243,4660000.0,2960.0,291250.0,,72800.0,0.00013352,0.1,1.6677773 +3361.48,3316.886,0.17045929,1574.5111,4670000.0,2966.0,291875.0,,72960.0,0.000133264,0.1,1.655448 +3513.04,3317.6538,0.41529715,1574.1675,4680000.0,2973.0,292500.0,,73120.0,0.000133008,0.1,1.6615543 +3517.25,3318.3977,0.20115863,1573.8256,4690000.0,2980.0,293125.0,,73280.0,0.000132752,0.1,1.6957791 +3525.5,3319.7288,0.31477708,1574.0121,4700000.0,2986.0,293750.0,,73408.0,0.0001325472,0.1,1.762792 +3453.69,3321.181,0.2808601,1574.1979,4710000.0,2992.0,294375.0,,73568.0,0.0001322912,0.1,1.6362737 +3493.95,3322.455,0.18970099,1574.3829,4720000.0,2998.0,295000.0,,73728.0,0.0001320352,0.1,1.6370882 +3564.18,3324.9229,0.37435544,1574.0432,4730000.0,3005.0,295625.0,,73888.0,0.0001317792,0.1,1.5458274 +3518.83,3326.7979,0.28209466,1574.2278,4740000.0,3011.0,296250.0,,74048.0,0.0001315232,0.1,1.6684704 +3403.41,3328.1907,0.14575247,1574.4116,4750000.0,3017.0,296875.0,,74208.0,0.0001312672,0.1,1.7470374 +3453.04,3329.9646,0.20096016,1574.5947,4760000.0,3023.0,297500.0,,74368.0,0.0001310112,0.1,1.6865352 +3451.79,3332.7175,0.23926471,1574.2574,4770000.0,3030.0,298125.0,,74528.0,0.0001307552,0.1,1.7104924 +3499.35,3335.7456,0.23397776,1574.9589,4780000.0,3035.0,298750.0,,74656.0,0.0001305504,0.1,1.6944193 +3607.6,3338.4763,0.25260773,1575.1398,4790000.0,3041.0,299375.0,,74816.0,0.0001302944,0.1,1.8416277 +3596.48,3339.686,0.23080942,1574.8031,4800000.0,3048.0,300000.0,,74976.0,0.0001300384,0.1,1.6596602 +3553.62,3340.7588,0.27330124,1574.4681,4810000.0,3055.0,300625.0,,75136.0,0.0001297824,0.1,1.4665887 +3513.93,3340.1406,0.258824,1574.1345,4820000.0,3062.0,301250.0,,75296.0,0.0001295264,0.1,1.6022763 +3603.28,3339.3918,0.37224147,1574.3156,4830000.0,3068.0,301875.0,,75456.0,0.0001292704,0.1,1.6815708 +3368.01,3335.76,0.19126336,1574.4957,4840000.0,3074.0,302500.0,,75616.0,0.0001290144,0.1,1.6514165 +3234.42,3331.8657,0.22208373,1574.6753,4850000.0,3080.0,303125.0,,75776.0,0.0001287584,0.1,1.6648594 +3331.21,3329.3997,0.19529833,1574.344,4860000.0,3087.0,303750.0,,75936.0,0.0001285024,0.1,1.598454 +3373.5,3325.8306,0.121453576,1575.0323,4870000.0,3092.0,304375.0,,76064.0,0.0001282976,0.1,1.6953588 +3307.51,3322.0537,0.20467988,1575.2098,4880000.0,3098.0,305000.0,,76224.0,0.0001280416,0.1,1.6018667 +3273.57,3319.317,0.24655515,1574.8793,4890000.0,3105.0,305625.0,,76384.0,0.0001277856,0.1,1.5949544 +3349.03,3316.5188,0.11537939,1574.5502,4900000.0,3112.0,306250.0,,76544.0,0.0001275296,0.1,1.6350045 +3583.48,3316.4775,0.18280493,1574.7274,4910000.0,3118.0,306875.0,,76704.0,0.0001272736,0.1,1.5220742 +3437.85,3314.7546,0.20866995,1574.4,4920000.0,3125.0,307500.0,,76864.0,0.0001270176,0.1,1.7168727 +3549.49,3314.2297,0.21855846,1574.5768,4930000.0,3131.0,308125.0,,77024.0,0.0001267616,0.1,1.484241 +3576.57,3314.9219,0.19144323,1574.7529,4940000.0,3137.0,308750.0,,77184.0,0.0001265056,0.1,1.7296131 +3527.27,3315.5525,0.13994992,1574.4275,4950000.0,3144.0,309375.0,,77312.0,0.0001263008,0.1,1.6331707 +3407.36,3314.8381,0.28217238,1574.6031,4960000.0,3150.0,310000.0,,77472.0,0.0001260448,0.1,1.6898788 +3308.46,3314.1147,0.18836671,1574.2794,4970000.0,3157.0,310625.0,,77632.0,0.0001257888,0.1,1.7239087 +3452.16,3315.6587,0.25830218,1574.4546,4980000.0,3163.0,311250.0,,77792.0,0.0001255328,0.1,1.7655694 +3446.28,3316.206,0.233569,1574.6293,4990000.0,3169.0,311875.0,,77952.0,0.0001252768,0.1,1.7011986 +3418.78,3316.53,0.23151264,1574.3073,5000000.0,3176.0,312500.0,,78112.0,0.0001250208,0.1,1.7302933 +3535.86,3316.9104,0.34873936,1574.4814,5010000.0,3182.0,313125.0,,78272.0,0.0001247648,0.1,1.7985759 +3577.83,3319.2163,0.18205185,1574.6549,5020000.0,3188.0,313750.0,,78432.0,0.0001245088,0.1,1.6915839 +3474.41,3320.421,0.2174053,1574.8278,5030000.0,3194.0,314375.0,,78592.0,0.0001242528,0.1,1.6305443 +3356.84,3320.3865,0.1474089,1575.0,5040000.0,3200.0,315000.0,,78720.0,0.000124048,0.1,1.5615166 +3347.63,3320.5203,0.15203112,1575.1715,5050000.0,3206.0,315625.0,,78880.0,0.000123792,0.1,1.5881646 +3387.34,3320.6946,0.24217626,1575.3424,5060000.0,3212.0,316250.0,,79040.0,0.000123536,0.1,1.495615 +3413.53,3320.901,0.24114083,1575.0233,5070000.0,3219.0,316875.0,,79200.0,0.00012328,0.1,1.6944718 +3448.76,3320.4944,0.29843313,1575.1938,5080000.0,3225.0,317500.0,,79360.0,0.000123024,0.1,1.5175881 +3684.77,3322.2295,0.31269506,1575.3636,5090000.0,3231.0,318125.0,,79520.0,0.000122768,0.1,1.5605305 +3714.01,3325.847,0.26251104,1575.533,5100000.0,3237.0,318750.0,,79680.0,0.000122512,0.1,1.5068896 +3567.7,3327.7844,0.28435057,1575.7015,5110000.0,3243.0,319375.0,,79840.0,0.000122256,0.1,1.5241437 +3702.93,3334.107,0.31239414,1575.3846,5120000.0,3250.0,320000.0,,80000.0,0.000122,0.1,1.5971419 +3638.99,3340.003,0.21723574,1576.0369,5130000.0,3255.0,320625.0,,80128.0,0.0001217952,0.1,1.5783389 +3647.49,3346.8982,0.20130038,1575.7205,5140000.0,3262.0,321250.0,,80288.0,0.0001215392,0.1,1.480114 +3580.35,3354.4365,0.25147262,1575.8875,5150000.0,3268.0,321875.0,,80448.0,0.0001212832,0.1,1.5860087 +3616.85,3363.796,0.14862056,1576.0537,5160000.0,3274.0,322500.0,,80608.0,0.0001210272,0.1,1.6774693 +3609.84,3373.6172,0.30350387,1576.2195,5170000.0,3280.0,323125.0,,80768.0,0.0001207712,0.1,1.6830598 +3617.09,3381.8345,0.3207273,1576.3846,5180000.0,3286.0,323750.0,,80928.0,0.0001205152,0.1,1.51639 +3659.71,3389.1956,0.2267943,1576.5492,5190000.0,3292.0,324375.0,,81088.0,0.0001202592,0.1,1.59922 +3563.89,3394.951,0.24531616,1576.7131,5200000.0,3298.0,325000.0,,81248.0,0.0001200032,0.1,1.5491076 +3502.65,3399.0383,0.1938492,1576.8765,5210000.0,3304.0,325625.0,,81376.0,0.0001197984,0.1,1.5860441 +3462.07,3400.2676,0.28599152,1577.0393,5220000.0,3310.0,326250.0,,81536.0,0.0001195424,0.1,1.755821 +3550.19,3401.1672,0.25701842,1577.2014,5230000.0,3316.0,326875.0,,81696.0,0.0001192864,0.1,1.5065789 +3484.49,3401.1045,0.32331398,1576.8883,5240000.0,3323.0,327500.0,,81856.0,0.0001190304,0.1,1.6678945 +3322.54,3402.195,0.3001527,1577.524,5250000.0,3328.0,328125.0,,82016.0,0.0001187744,0.1,1.6729293 +3416.42,3403.3289,0.26043907,1577.6844,5260000.0,3334.0,328750.0,,82176.0,0.0001185184,0.1,1.7549365 +3401.74,3404.4736,0.4395977,1577.3721,5270000.0,3341.0,329375.0,,82336.0,0.0001182624,0.1,1.6768751 +3344.15,3406.8022,0.19617593,1577.5321,5280000.0,3347.0,330000.0,,82496.0,0.0001180064,0.1,1.6533419 +3420.72,3410.3906,0.1946864,1577.6917,5290000.0,3353.0,330625.0,,82656.0,0.0001177504,0.1,1.7696972 +3496.87,3415.157,0.24450348,1577.8506,5300000.0,3359.0,331250.0,,82784.0,0.0001175456,0.1,1.751887 +3614.94,3421.6526,0.2077398,1577.5402,5310000.0,3366.0,331875.0,,82944.0,0.0001172896,0.1,1.6940322 +3607.49,3427.8096,0.27201653,1577.6987,5320000.0,3372.0,332500.0,,83104.0,0.0001170336,0.1,1.6516818 +3888.32,3435.857,0.21243954,1577.3898,5330000.0,3379.0,333125.0,,83264.0,0.0001167776,0.1,1.7610631 +3898.28,3443.3784,0.19142947,1577.548,5340000.0,3385.0,333750.0,,83424.0,0.0001165216,0.1,1.6705579 +3840.59,3450.0415,0.22999978,1577.2406,5350000.0,3392.0,334375.0,,83584.0,0.0001162656,0.1,1.5967268 +3697.41,3455.9216,0.15118395,1577.3984,5360000.0,3398.0,335000.0,,83744.0,0.0001160096,0.1,1.684984 +3781.63,3460.8193,0.23811321,1577.5558,5370000.0,3404.0,335625.0,,83904.0,0.0001157536,0.1,1.6762669 +3723.84,3465.3513,0.18137328,1577.7126,5380000.0,3410.0,336250.0,,84032.0,0.0001155488,0.1,1.5419738 +3566.82,3469.2424,0.225852,1577.8689,5390000.0,3416.0,336875.0,,84192.0,0.0001152928,0.1,1.7007287 +3555.82,3471.7632,0.34289294,1578.0245,5400000.0,3422.0,337500.0,,84352.0,0.0001150368,0.1,1.7212985 +3648.08,3475.818,0.34096947,1577.7195,5410000.0,3429.0,338125.0,,84512.0,0.0001147808,0.1,1.669503 +3748.43,3480.8384,0.26707003,1577.8749,5420000.0,3435.0,338750.0,,84672.0,0.0001145248,0.1,1.7199764 +3770.54,3485.3928,0.26459908,1578.0297,5430000.0,3441.0,339375.0,,84832.0,0.0001142688,0.1,1.6413593 +3724.54,3488.9116,0.21248035,1578.184,5440000.0,3447.0,340000.0,,84992.0,0.0001140128,0.1,1.7238581 +3607.76,3489.8909,0.18404925,1578.3376,5450000.0,3453.0,340625.0,,85152.0,0.0001137568,0.1,1.7315323 +3708.39,3492.983,0.2678984,1578.4908,5460000.0,3459.0,341250.0,,85312.0,0.0001135008,0.1,1.6734335 +3554.31,3494.914,0.23670569,1578.6436,5470000.0,3465.0,341875.0,,85440.0,0.000113296,0.1,1.4753768 +3483.01,3495.505,0.21578704,1578.7958,5480000.0,3471.0,342500.0,,85600.0,0.00011304,0.1,1.5664345 +3560.63,3499.0361,0.24508856,1578.4934,5490000.0,3478.0,343125.0,,85760.0,0.000112784,0.1,1.7297255 +3687.59,3503.6316,0.13899352,1578.1923,5500000.0,3485.0,343750.0,,85920.0,0.000112528,0.1,1.8478246 +3691.99,3508.4343,0.2577821,1578.3444,5510000.0,3491.0,344375.0,,86080.0,0.000112272,0.1,1.6366057 +3645.64,3511.9272,0.1716572,1578.0446,5520000.0,3498.0,345000.0,,86240.0,0.000112016,0.1,1.6748317 +3653.76,3515.482,0.21307363,1578.1963,5530000.0,3504.0,345625.0,,86400.0,0.00011176,0.1,1.3533838 +3715.78,3520.2969,0.165132,1578.3475,5540000.0,3510.0,346250.0,,86560.0,0.000111504,0.1,1.649374 +3660.87,3523.661,0.30298203,1578.4983,5550000.0,3516.0,346875.0,,86688.0,0.0001112992,0.1,1.5607392 +3780.78,3527.443,0.37183228,1578.2004,5560000.0,3523.0,347500.0,,86848.0,0.0001110432,0.1,1.5266889 +3770.51,3530.758,0.22865148,1578.3508,5570000.0,3529.0,348125.0,,87008.0,0.0001107872,0.1,1.4976497 +3663.82,3533.2268,0.2725997,1578.0543,5580000.0,3536.0,348750.0,,87168.0,0.0001105312,0.1,1.6777397 +3680.39,3536.2883,0.2537671,1578.2043,5590000.0,3542.0,349375.0,,87328.0,0.0001102752,0.1,1.7380757 +3585.24,3537.038,0.2410497,1577.9093,5600000.0,3549.0,350000.0,,87488.0,0.0001100192,0.1,1.8022842 +3610.1,3539.0637,0.2539051,1578.0591,5610000.0,3555.0,350625.0,,87648.0,0.0001097632,0.1,1.611731 +3395.27,3540.7458,0.14151686,1578.2084,5620000.0,3561.0,351250.0,,87808.0,0.0001095072,0.1,1.7456527 +3342.1,3541.0366,0.21040015,1578.3572,5630000.0,3567.0,351875.0,,87968.0,0.0001092512,0.1,1.7000299 +3299.75,3541.2622,0.21190448,1578.5055,5640000.0,3573.0,352500.0,,88096.0,0.0001090464,0.1,1.6803648 +3273.66,3539.9824,0.23508248,1578.6532,5650000.0,3579.0,353125.0,,88256.0,0.0001087904,0.1,1.7299092 +3283.91,3538.4502,0.17383467,1578.3602,5660000.0,3586.0,353750.0,,88416.0,0.0001085344,0.1,1.7295496 +3130.9,3536.1448,0.23396468,1578.0685,5670000.0,3593.0,354375.0,,88576.0,0.0001082784,0.1,1.7299926 +3184.71,3532.8613,0.28599945,1578.2162,5680000.0,3599.0,355000.0,,88736.0,0.0001080224,0.1,1.6547318 +3273.09,3530.42,0.2776212,1578.3634,5690000.0,3605.0,355625.0,,88896.0,0.0001077664,0.1,1.632087 +3303.92,3528.204,0.20660423,1578.5101,5700000.0,3611.0,356250.0,,89056.0,0.0001075104,0.1,1.5438657 +3333.31,3527.0002,0.23518269,1578.6564,5710000.0,3617.0,356875.0,,89216.0,0.0001072544,0.1,1.6065483 +3354.44,3525.605,0.23133492,1579.238,5720000.0,3622.0,357500.0,,89344.0,0.0001070496,0.1,1.5950408 +3342.62,3523.3892,0.27835965,1578.9474,5730000.0,3629.0,358125.0,,89504.0,0.0001067936,0.1,1.614172 +3421.24,3522.4138,0.19614553,1578.6578,5740000.0,3636.0,358750.0,,89664.0,0.0001065376,0.1,1.6059414 +3360.23,3521.982,0.2524193,1578.8029,5750000.0,3642.0,359375.0,,89824.0,0.0001062816,0.1,1.5065954 +3444.39,3521.895,0.18543728,1578.9474,5760000.0,3648.0,360000.0,,89984.0,0.0001060256,0.1,1.6047404 +3432.9,3521.7063,0.2387052,1579.0914,5770000.0,3654.0,360625.0,,90144.0,0.0001057696,0.1,1.5657349 +3464.78,3521.3604,0.19035955,1579.235,5780000.0,3660.0,361250.0,,90304.0,0.0001055136,0.1,1.6311548 +3455.84,3519.843,0.1789311,1579.378,5790000.0,3666.0,361875.0,,90464.0,0.0001052576,0.1,1.5177982 +3309.22,3516.9702,0.2045846,1579.9509,5800000.0,3671.0,362500.0,,90624.0,0.0001050016,0.1,1.4842598 +3353.34,3514.9678,0.29610524,1580.0924,5810000.0,3677.0,363125.0,,90752.0,0.0001047968,0.1,1.6202121 +3259.42,3512.422,0.18754287,1579.8046,5820000.0,3684.0,363750.0,,90912.0,0.0001045408,0.1,1.6959746 +3248.19,3508.8716,0.2862984,1579.9458,5830000.0,3690.0,364375.0,,91072.0,0.0001042848,0.1,1.7348745 +3218.89,3507.38,0.21505018,1580.0865,5840000.0,3696.0,365000.0,,91232.0,0.0001040288,0.1,1.4569997 +3371.36,3508.7498,0.19203885,1580.2269,5850000.0,3702.0,365625.0,,91392.0,0.0001037728,0.1,1.4160122 +3526.23,3510.6997,0.23731592,1580.3668,5860000.0,3708.0,366250.0,,91552.0,0.0001035168,0.1,1.4711629 +3517.19,3512.1365,0.21304573,1580.5062,5870000.0,3714.0,366875.0,,91712.0,0.0001032608,0.1,1.5136802 +3657.1,3515.6326,0.1984786,1580.6451,5880000.0,3720.0,367500.0,,91872.0,0.0001030048,0.1,1.425487 +3770.33,3520.6003,0.31563115,1580.7837,5890000.0,3726.0,368125.0,,92000.0,0.0001028,0.1,1.5846592 +3882.29,3525.9329,0.18839309,1580.4983,5900000.0,3733.0,368750.0,,92160.0,0.000102544,0.1,1.4752009 +3974.74,3529.8457,0.22686316,1580.6365,5910000.0,3739.0,369375.0,,92320.0,0.000102288,0.1,1.66539 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s0_session_metrics_scalar_train.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s0_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..b29eeb8c57e4a1c2f6691c209942f3f4061b2c27 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s0_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 3529.845703125, + "strength": 930.6749267578125, + "max_strength": 1703.93994140625, + "final_strength": 1668.68994140625, + "sample_efficiency": 2.6371134254077333e-07, + "training_efficiency": 1.4302326235338114e-05, + "stability": 0.9608973860740662 +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s0_session_metrics_train.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s0_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..1c4f2414c31d3ec757380742fbc90b7a19f61f7f --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s0_session_metrics_train.json @@ -0,0 +1,4163 @@ +{ + "scalar": { + "total_reward_ma": 3529.845703125, + "strength": 930.6749267578125, + "max_strength": 1703.93994140625, + "final_strength": 1668.68994140625, + "sample_efficiency": 2.6371134254077333e-07, + "training_efficiency": 1.4302326235338114e-05, + "stability": 0.9608973860740662 + }, + "local": { + "mean_returns": [ + 1254.0, + 2464.052734375, + 2458.71875, + 2268.36962890625, + 2209.8134765625, + 2369.0, + 2269.325927734375, + 2307.75, + 2338.2099609375, + 2304.550048828125, + 2341.3798828125, + 2381.280029296875, + 2265.030029296875, + 2312.25, + 2298.06005859375, + 2270.860107421875, + 2268.639892578125, + 2337.06005859375, + 2365.989990234375, + 2370.360107421875, + 2493.219970703125, + 2450.81005859375, + 2480.840087890625, + 2528.14990234375, + 2465.489990234375, + 2518.580078125, + 2598.06005859375, + 2749.669921875, + 2745.5400390625, + 2809.260009765625, + 2810.52001953125, + 2779.679931640625, + 2793.489990234375, + 2670.25, + 2530.260009765625, + 2493.81005859375, + 2522.1201171875, + 2474.989990234375, + 2638.159912109375, + 2621.889892578125, + 2542.1201171875, + 2619.360107421875, + 2708.330078125, + 2884.4599609375, + 2747.070068359375, + 2705.5, + 2713.25, + 2700.050048828125, + 2766.93994140625, + 2645.360107421875, + 2570.52001953125, + 2498.889892578125, + 2503.199951171875, + 2465.22998046875, + 2532.6201171875, + 2571.8701171875, + 2597.219970703125, + 2725.429931640625, + 2651.860107421875, + 2652.60009765625, + 2724.830078125, + 2609.85009765625, + 2683.81005859375, + 2608.6298828125, + 2648.409912109375, + 2702.489990234375, + 2867.1298828125, + 2804.2900390625, + 2838.43994140625, + 2801.449951171875, + 2917.489990234375, + 2861.179931640625, + 3016.860107421875, + 2893.8798828125, + 3009.610107421875, + 3105.050048828125, + 3132.85009765625, + 3040.840087890625, + 2968.590087890625, + 2774.489990234375, + 2727.27001953125, + 2692.330078125, + 2622.97998046875, + 2587.590087890625, + 2581.0400390625, + 2543.06005859375, + 2564.93994140625, + 2645.239990234375, + 2644.3701171875, + 2654.800048828125, + 2724.31005859375, + 2822.780029296875, + 2885.090087890625, + 2918.969970703125, + 2881.909912109375, + 2866.889892578125, + 3052.889892578125, + 3294.47998046875, + 3231.7099609375, + 3054.010009765625, + 3159.889892578125, + 3292.93994140625, + 3262.169921875, + 3311.419921875, + 3121.77001953125, + 3165.639892578125, + 3204.4599609375, + 3361.89990234375, + 3296.6201171875, + 3171.52001953125, + 2994.8701171875, + 2989.77001953125, + 3039.5400390625, + 2992.52001953125, + 2906.699951171875, + 2876.7900390625, + 3019.699951171875, + 3088.25, + 3165.10009765625, + 3221.219970703125, + 3283.139892578125, + 3432.02001953125, + 3419.679931640625, + 3483.72998046875, + 3406.81005859375, + 3354.669921875, + 3594.6201171875, + 3392.840087890625, + 3273.8798828125, + 3190.639892578125, + 3210.669921875, + 3226.389892578125, + 3325.860107421875, + 2927.070068359375, + 2963.35009765625, + 3140.679931640625, + 3196.199951171875, + 3163.8701171875, + 3103.510009765625, + 3110.830078125, + 3179.8798828125, + 3219.780029296875, + 3101.72998046875, + 3020.860107421875, + 3200.050048828125, + 3199.85009765625, + 3163.669921875, + 3084.429931640625, + 3124.6298828125, + 3209.9599609375, + 3291.3701171875, + 3216.1201171875, + 3249.159912109375, + 3394.1201171875, + 3553.820068359375, + 3634.60009765625, + 3655.300048828125, + 3701.090087890625, + 3757.669921875, + 3671.56005859375, + 3639.949951171875, + 3506.22998046875, + 3466.35009765625, + 3407.889892578125, + 3373.3701171875, + 3305.050048828125, + 3263.75, + 3328.659912109375, + 3235.949951171875, + 3227.949951171875, + 3122.989990234375, + 3216.449951171875, + 3213.449951171875, + 3179.39990234375, + 3178.260009765625, + 3184.300048828125, + 3155.469970703125, + 3369.1298828125, + 3341.8798828125, + 3432.550048828125, + 3435.85009765625, + 3507.47998046875, + 3539.60009765625, + 3499.760009765625, + 3370.7900390625, + 3260.639892578125, + 3221.429931640625, + 3282.1201171875, + 3076.85009765625, + 3107.469970703125, + 3501.1298828125, + 3522.3701171875, + 3606.64990234375, + 3477.830078125, + 3484.360107421875, + 3283.719970703125, + 3108.1201171875, + 2869.2900390625, + 2807.330078125, + 2676.800048828125, + 2814.1298828125, + 2947.050048828125, + 2909.889892578125, + 2981.909912109375, + 3081.139892578125, + 3169.530029296875, + 3396.330078125, + 3411.25, + 3354.93994140625, + 3400.679931640625, + 3452.75, + 3442.43994140625, + 3443.25, + 3228.25, + 3215.469970703125, + 3231.1298828125, + 3177.550048828125, + 3183.93994140625, + 3085.590087890625, + 3134.56005859375, + 3127.580078125, + 3152.14990234375, + 3087.31005859375, + 3369.27001953125, + 3310.14990234375, + 3362.820068359375, + 3220.610107421875, + 3230.830078125, + 3178.530029296875, + 3053.97998046875, + 3010.239990234375, + 3066.429931640625, + 3090.6298828125, + 3062.93994140625, + 3089.969970703125, + 3038.35009765625, + 3046.840087890625, + 3070.3701171875, + 3008.10009765625, + 2979.639892578125, + 2931.760009765625, + 2890.60009765625, + 2982.68994140625, + 3037.929931640625, + 3156.969970703125, + 3352.239990234375, + 3331.1201171875, + 3360.56005859375, + 3383.409912109375, + 3406.080078125, + 3138.8701171875, + 3060.43994140625, + 3170.989990234375, + 3192.739990234375, + 3210.010009765625, + 3239.449951171875, + 3145.419921875, + 3115.989990234375, + 3001.860107421875, + 3127.760009765625, + 3140.300048828125, + 3036.070068359375, + 3096.7900390625, + 3107.64990234375, + 3003.2900390625, + 3009.85009765625, + 3077.010009765625, + 3063.820068359375, + 3016.110107421875, + 3142.760009765625, + 3297.429931640625, + 3251.989990234375, + 3301.4599609375, + 3173.739990234375, + 3036.1201171875, + 3013.340087890625, + 3026.169921875, + 3125.139892578125, + 3046.800048828125, + 3041.050048828125, + 3137.919921875, + 3182.72998046875, + 3119.3701171875, + 3156.89990234375, + 3219.2900390625, + 3322.030029296875, + 3294.639892578125, + 3286.239990234375, + 3386.090087890625, + 3332.409912109375, + 3399.97998046875, + 3317.659912109375, + 3244.02001953125, + 3369.260009765625, + 3448.7900390625, + 3565.3798828125, + 3515.85009765625, + 3533.1201171875, + 3441.239990234375, + 3461.429931640625, + 3518.31005859375, + 3644.77001953125, + 3833.090087890625, + 3841.449951171875, + 3887.0400390625, + 4009.989990234375, + 3887.14990234375, + 3820.8701171875, + 3633.179931640625, + 3526.179931640625, + 3574.860107421875, + 3531.6201171875, + 3629.330078125, + 3814.4599609375, + 3800.8798828125, + 3726.830078125, + 3579.06005859375, + 3390.449951171875, + 3482.179931640625, + 3425.010009765625, + 3505.489990234375, + 3629.219970703125, + 3674.860107421875, + 3676.9599609375, + 3756.639892578125, + 3696.56005859375, + 3653.330078125, + 3541.60009765625, + 3569.14990234375, + 3599.77001953125, + 3589.679931640625, + 3694.719970703125, + 3737.6201171875, + 3845.35009765625, + 3739.610107421875, + 3730.239990234375, + 3781.820068359375, + 3759.8798828125, + 3707.39990234375, + 3632.590087890625, + 3528.56005859375, + 3429.909912109375, + 3397.18994140625, + 3408.800048828125, + 3293.760009765625, + 3194.7099609375, + 3084.81005859375, + 3159.25, + 3204.8701171875, + 3039.989990234375, + 3080.14990234375, + 3261.25, + 3319.8701171875, + 3511.139892578125, + 3366.639892578125, + 3407.260009765625, + 3513.89990234375, + 3412.800048828125, + 3376.06005859375, + 3376.840087890625, + 3296.429931640625, + 3334.25, + 3306.330078125, + 3266.590087890625, + 3473.050048828125, + 3375.1298828125, + 3346.489990234375, + 3436.25, + 3442.85009765625, + 3392.409912109375, + 3308.47998046875, + 3366.5400390625, + 3317.39990234375, + 3331.330078125, + 3264.1298828125, + 3275.669921875, + 3176.469970703125, + 3196.489990234375, + 3334.550048828125, + 3475.530029296875, + 3446.340087890625, + 3575.739990234375, + 3678.169921875, + 3731.2099609375, + 3623.820068359375, + 3577.820068359375, + 3730.409912109375, + 3685.179931640625, + 3547.280029296875, + 3628.840087890625, + 3587.60009765625, + 3610.139892578125, + 3601.97998046875, + 3507.3701171875, + 3464.219970703125, + 3478.81005859375, + 3380.81005859375, + 3297.760009765625, + 3391.570068359375, + 3386.320068359375, + 3497.860107421875, + 3347.239990234375, + 3353.969970703125, + 3360.260009765625, + 3334.239990234375, + 3369.89990234375, + 3392.919921875, + 3489.39990234375, + 3511.27001953125, + 3352.239990234375, + 3373.93994140625, + 3070.699951171875, + 3049.39990234375, + 2957.93994140625, + 2826.530029296875, + 2680.89990234375, + 2627.699951171875, + 2795.360107421875, + 2923.639892578125, + 2988.31005859375, + 3093.93994140625, + 3339.1201171875, + 3460.239990234375, + 3490.77001953125, + 3213.469970703125, + 3303.030029296875, + 3287.27001953125, + 3111.280029296875, + 3061.8798828125, + 3020.260009765625, + 2965.389892578125, + 2991.75, + 3083.60009765625, + 3146.139892578125, + 3174.280029296875, + 3109.409912109375, + 3291.840087890625, + 3270.659912109375, + 3177.679931640625, + 3303.75, + 3242.610107421875, + 3246.39990234375, + 3315.090087890625, + 3372.669921875, + 3509.7900390625, + 3399.179931640625, + 3361.169921875, + 3423.919921875, + 3207.5400390625, + 3228.080078125, + 3211.699951171875, + 3296.360107421875, + 3298.280029296875, + 3234.280029296875, + 3324.469970703125, + 3402.570068359375, + 3439.010009765625, + 3416.929931640625, + 3374.199951171875, + 3510.320068359375, + 3407.5400390625, + 3227.06005859375, + 3313.070068359375, + 3277.139892578125, + 3401.64990234375, + 3437.1298828125, + 3361.47998046875, + 3513.0400390625, + 3517.25, + 3525.5, + 3453.68994140625, + 3493.949951171875, + 3564.179931640625, + 3518.830078125, + 3403.409912109375, + 3453.0400390625, + 3451.7900390625, + 3499.35009765625, + 3607.60009765625, + 3596.47998046875, + 3553.6201171875, + 3513.929931640625, + 3603.280029296875, + 3368.010009765625, + 3234.419921875, + 3331.2099609375, + 3373.5, + 3307.510009765625, + 3273.570068359375, + 3349.030029296875, + 3583.47998046875, + 3437.85009765625, + 3549.489990234375, + 3576.570068359375, + 3527.27001953125, + 3407.360107421875, + 3308.4599609375, + 3452.159912109375, + 3446.280029296875, + 3418.780029296875, + 3535.860107421875, + 3577.830078125, + 3474.409912109375, + 3356.840087890625, + 3347.6298828125, + 3387.340087890625, + 3413.530029296875, + 3448.760009765625, + 3684.77001953125, + 3714.010009765625, + 3567.699951171875, + 3702.929931640625, + 3638.989990234375, + 3647.489990234375, + 3580.35009765625, + 3616.85009765625, + 3609.840087890625, + 3617.090087890625, + 3659.7099609375, + 3563.889892578125, + 3502.64990234375, + 3462.070068359375, + 3550.18994140625, + 3484.489990234375, + 3322.5400390625, + 3416.419921875, + 3401.739990234375, + 3344.14990234375, + 3420.719970703125, + 3496.8701171875, + 3614.93994140625, + 3607.489990234375, + 3888.320068359375, + 3898.280029296875, + 3840.590087890625, + 3697.409912109375, + 3781.6298828125, + 3723.840087890625, + 3566.820068359375, + 3555.820068359375, + 3648.080078125, + 3748.429931640625, + 3770.5400390625, + 3724.5400390625, + 3607.760009765625, + 3708.389892578125, + 3554.31005859375, + 3483.010009765625, + 3560.6298828125, + 3687.590087890625, + 3691.989990234375, + 3645.639892578125, + 3653.760009765625, + 3715.780029296875, + 3660.8701171875, + 3780.780029296875, + 3770.510009765625, + 3663.820068359375, + 3680.389892578125, + 3585.239990234375, + 3610.10009765625, + 3395.27001953125, + 3342.10009765625, + 3299.75, + 3273.659912109375, + 3283.909912109375, + 3130.89990234375, + 3184.7099609375, + 3273.090087890625, + 3303.919921875, + 3333.31005859375, + 3354.43994140625, + 3342.6201171875, + 3421.239990234375, + 3360.22998046875, + 3444.389892578125, + 3432.89990234375, + 3464.780029296875, + 3455.840087890625, + 3309.219970703125, + 3353.340087890625, + 3259.419921875, + 3248.18994140625, + 3218.889892578125, + 3371.360107421875, + 3526.22998046875, + 3517.18994140625, + 3657.10009765625, + 3770.330078125, + 3882.2900390625, + 3974.739990234375 + ], + "strengths": [ + -1052.050048828125, + 158.002685546875, + 152.668701171875, + -37.680419921875, + -96.236572265625, + 62.949951171875, + -36.72412109375, + 1.699951171875, + 32.159912109375, + -1.5, + 35.329833984375, + 75.22998046875, + -41.02001953125, + 6.199951171875, + -7.989990234375, + -35.18994140625, + -37.41015625, + 31.010009765625, + 59.93994140625, + 64.31005859375, + 187.169921875, + 144.760009765625, + 174.7900390625, + 222.099853515625, + 159.43994140625, + 212.530029296875, + 292.010009765625, + 443.619873046875, + 439.489990234375, + 503.2099609375, + 504.469970703125, + 473.6298828125, + 487.43994140625, + 364.199951171875, + 224.2099609375, + 187.760009765625, + 216.070068359375, + 168.93994140625, + 332.10986328125, + 315.83984375, + 236.070068359375, + 313.31005859375, + 402.280029296875, + 578.409912109375, + 441.02001953125, + 399.449951171875, + 407.199951171875, + 394.0, + 460.889892578125, + 339.31005859375, + 264.469970703125, + 192.83984375, + 197.14990234375, + 159.179931640625, + 226.570068359375, + 265.820068359375, + 291.169921875, + 419.3798828125, + 345.81005859375, + 346.550048828125, + 418.780029296875, + 303.800048828125, + 377.760009765625, + 302.579833984375, + 342.35986328125, + 396.43994140625, + 561.079833984375, + 498.239990234375, + 532.389892578125, + 495.39990234375, + 611.43994140625, + 555.1298828125, + 710.81005859375, + 587.829833984375, + 703.56005859375, + 799.0, + 826.800048828125, + 734.7900390625, + 662.5400390625, + 468.43994140625, + 421.219970703125, + 386.280029296875, + 316.929931640625, + 281.5400390625, + 274.989990234375, + 237.010009765625, + 258.889892578125, + 339.18994140625, + 338.320068359375, + 348.75, + 418.260009765625, + 516.72998046875, + 579.0400390625, + 612.919921875, + 575.85986328125, + 560.83984375, + 746.83984375, + 988.429931640625, + 925.659912109375, + 747.9599609375, + 853.83984375, + 986.889892578125, + 956.119873046875, + 1005.369873046875, + 815.719970703125, + 859.58984375, + 898.409912109375, + 1055.849853515625, + 990.570068359375, + 865.469970703125, + 688.820068359375, + 683.719970703125, + 733.489990234375, + 686.469970703125, + 600.64990234375, + 570.739990234375, + 713.64990234375, + 782.199951171875, + 859.050048828125, + 915.169921875, + 977.08984375, + 1125.969970703125, + 1113.6298828125, + 1177.679931640625, + 1100.760009765625, + 1048.619873046875, + 1288.570068359375, + 1086.7900390625, + 967.829833984375, + 884.58984375, + 904.619873046875, + 920.33984375, + 1019.81005859375, + 621.02001953125, + 657.300048828125, + 834.6298828125, + 890.14990234375, + 857.820068359375, + 797.4599609375, + 804.780029296875, + 873.829833984375, + 913.72998046875, + 795.679931640625, + 714.81005859375, + 894.0, + 893.800048828125, + 857.619873046875, + 778.3798828125, + 818.579833984375, + 903.909912109375, + 985.320068359375, + 910.070068359375, + 943.10986328125, + 1088.070068359375, + 1247.77001953125, + 1328.550048828125, + 1349.25, + 1395.0400390625, + 1451.619873046875, + 1365.510009765625, + 1333.89990234375, + 1200.179931640625, + 1160.300048828125, + 1101.83984375, + 1067.320068359375, + 999.0, + 957.699951171875, + 1022.60986328125, + 929.89990234375, + 921.89990234375, + 816.93994140625, + 910.39990234375, + 907.39990234375, + 873.349853515625, + 872.2099609375, + 878.25, + 849.419921875, + 1063.079833984375, + 1035.829833984375, + 1126.5, + 1129.800048828125, + 1201.429931640625, + 1233.550048828125, + 1193.7099609375, + 1064.739990234375, + 954.58984375, + 915.3798828125, + 976.070068359375, + 770.800048828125, + 801.419921875, + 1195.079833984375, + 1216.320068359375, + 1300.599853515625, + 1171.780029296875, + 1178.31005859375, + 977.669921875, + 802.070068359375, + 563.239990234375, + 501.280029296875, + 370.75, + 508.079833984375, + 641.0, + 603.83984375, + 675.85986328125, + 775.08984375, + 863.47998046875, + 1090.280029296875, + 1105.199951171875, + 1048.889892578125, + 1094.6298828125, + 1146.699951171875, + 1136.389892578125, + 1137.199951171875, + 922.199951171875, + 909.419921875, + 925.079833984375, + 871.5, + 877.889892578125, + 779.5400390625, + 828.510009765625, + 821.530029296875, + 846.099853515625, + 781.260009765625, + 1063.219970703125, + 1004.099853515625, + 1056.77001953125, + 914.56005859375, + 924.780029296875, + 872.47998046875, + 747.929931640625, + 704.18994140625, + 760.3798828125, + 784.579833984375, + 756.889892578125, + 783.919921875, + 732.300048828125, + 740.7900390625, + 764.320068359375, + 702.050048828125, + 673.58984375, + 625.7099609375, + 584.550048828125, + 676.639892578125, + 731.8798828125, + 850.919921875, + 1046.18994140625, + 1025.070068359375, + 1054.510009765625, + 1077.35986328125, + 1100.030029296875, + 832.820068359375, + 754.389892578125, + 864.93994140625, + 886.68994140625, + 903.9599609375, + 933.39990234375, + 839.369873046875, + 809.93994140625, + 695.81005859375, + 821.7099609375, + 834.25, + 730.02001953125, + 790.739990234375, + 801.599853515625, + 697.239990234375, + 703.800048828125, + 770.9599609375, + 757.77001953125, + 710.06005859375, + 836.7099609375, + 991.3798828125, + 945.93994140625, + 995.409912109375, + 867.68994140625, + 730.070068359375, + 707.2900390625, + 720.119873046875, + 819.08984375, + 740.75, + 735.0, + 831.869873046875, + 876.679931640625, + 813.320068359375, + 850.849853515625, + 913.239990234375, + 1015.97998046875, + 988.58984375, + 980.18994140625, + 1080.0400390625, + 1026.35986328125, + 1093.929931640625, + 1011.60986328125, + 937.969970703125, + 1063.2099609375, + 1142.739990234375, + 1259.329833984375, + 1209.800048828125, + 1227.070068359375, + 1135.18994140625, + 1155.3798828125, + 1212.260009765625, + 1338.719970703125, + 1527.0400390625, + 1535.39990234375, + 1580.989990234375, + 1703.93994140625, + 1581.099853515625, + 1514.820068359375, + 1327.1298828125, + 1220.1298828125, + 1268.81005859375, + 1225.570068359375, + 1323.280029296875, + 1508.409912109375, + 1494.829833984375, + 1420.780029296875, + 1273.010009765625, + 1084.39990234375, + 1176.1298828125, + 1118.9599609375, + 1199.43994140625, + 1323.169921875, + 1368.81005859375, + 1370.909912109375, + 1450.58984375, + 1390.510009765625, + 1347.280029296875, + 1235.550048828125, + 1263.099853515625, + 1293.719970703125, + 1283.6298828125, + 1388.669921875, + 1431.570068359375, + 1539.300048828125, + 1433.56005859375, + 1424.18994140625, + 1475.77001953125, + 1453.829833984375, + 1401.349853515625, + 1326.5400390625, + 1222.510009765625, + 1123.85986328125, + 1091.139892578125, + 1102.75, + 987.7099609375, + 888.659912109375, + 778.760009765625, + 853.199951171875, + 898.820068359375, + 733.93994140625, + 774.099853515625, + 955.199951171875, + 1013.820068359375, + 1205.08984375, + 1060.58984375, + 1101.2099609375, + 1207.849853515625, + 1106.75, + 1070.010009765625, + 1070.7900390625, + 990.3798828125, + 1028.199951171875, + 1000.280029296875, + 960.5400390625, + 1167.0, + 1069.079833984375, + 1040.43994140625, + 1130.199951171875, + 1136.800048828125, + 1086.35986328125, + 1002.429931640625, + 1060.489990234375, + 1011.349853515625, + 1025.280029296875, + 958.079833984375, + 969.619873046875, + 870.419921875, + 890.43994140625, + 1028.5, + 1169.47998046875, + 1140.2900390625, + 1269.68994140625, + 1372.119873046875, + 1425.159912109375, + 1317.77001953125, + 1271.77001953125, + 1424.35986328125, + 1379.1298828125, + 1241.22998046875, + 1322.7900390625, + 1281.550048828125, + 1304.08984375, + 1295.929931640625, + 1201.320068359375, + 1158.169921875, + 1172.760009765625, + 1074.760009765625, + 991.7099609375, + 1085.52001953125, + 1080.27001953125, + 1191.81005859375, + 1041.18994140625, + 1047.919921875, + 1054.2099609375, + 1028.18994140625, + 1063.849853515625, + 1086.869873046875, + 1183.349853515625, + 1205.219970703125, + 1046.18994140625, + 1067.889892578125, + 764.64990234375, + 743.349853515625, + 651.889892578125, + 520.47998046875, + 374.849853515625, + 321.64990234375, + 489.31005859375, + 617.58984375, + 682.260009765625, + 787.889892578125, + 1033.070068359375, + 1154.18994140625, + 1184.719970703125, + 907.419921875, + 996.97998046875, + 981.219970703125, + 805.22998046875, + 755.829833984375, + 714.2099609375, + 659.33984375, + 685.699951171875, + 777.550048828125, + 840.08984375, + 868.22998046875, + 803.35986328125, + 985.7900390625, + 964.60986328125, + 871.6298828125, + 997.699951171875, + 936.56005859375, + 940.349853515625, + 1009.0400390625, + 1066.619873046875, + 1203.739990234375, + 1093.1298828125, + 1055.119873046875, + 1117.869873046875, + 901.489990234375, + 922.030029296875, + 905.64990234375, + 990.31005859375, + 992.22998046875, + 928.22998046875, + 1018.419921875, + 1096.52001953125, + 1132.9599609375, + 1110.8798828125, + 1068.14990234375, + 1204.27001953125, + 1101.489990234375, + 921.010009765625, + 1007.02001953125, + 971.08984375, + 1095.599853515625, + 1131.079833984375, + 1055.429931640625, + 1206.989990234375, + 1211.199951171875, + 1219.449951171875, + 1147.639892578125, + 1187.89990234375, + 1258.1298828125, + 1212.780029296875, + 1097.35986328125, + 1146.989990234375, + 1145.739990234375, + 1193.300048828125, + 1301.550048828125, + 1290.429931640625, + 1247.570068359375, + 1207.8798828125, + 1297.22998046875, + 1061.9599609375, + 928.369873046875, + 1025.159912109375, + 1067.449951171875, + 1001.4599609375, + 967.52001953125, + 1042.97998046875, + 1277.429931640625, + 1131.800048828125, + 1243.43994140625, + 1270.52001953125, + 1221.219970703125, + 1101.31005859375, + 1002.409912109375, + 1146.10986328125, + 1140.22998046875, + 1112.72998046875, + 1229.81005859375, + 1271.780029296875, + 1168.35986328125, + 1050.7900390625, + 1041.579833984375, + 1081.2900390625, + 1107.47998046875, + 1142.7099609375, + 1378.719970703125, + 1407.9599609375, + 1261.64990234375, + 1396.8798828125, + 1332.93994140625, + 1341.43994140625, + 1274.300048828125, + 1310.800048828125, + 1303.7900390625, + 1311.0400390625, + 1353.659912109375, + 1257.83984375, + 1196.599853515625, + 1156.02001953125, + 1244.139892578125, + 1178.43994140625, + 1016.489990234375, + 1110.369873046875, + 1095.68994140625, + 1038.099853515625, + 1114.669921875, + 1190.820068359375, + 1308.889892578125, + 1301.43994140625, + 1582.27001953125, + 1592.22998046875, + 1534.5400390625, + 1391.35986328125, + 1475.579833984375, + 1417.7900390625, + 1260.77001953125, + 1249.77001953125, + 1342.030029296875, + 1442.3798828125, + 1464.489990234375, + 1418.489990234375, + 1301.7099609375, + 1402.33984375, + 1248.260009765625, + 1176.9599609375, + 1254.579833984375, + 1381.5400390625, + 1385.93994140625, + 1339.58984375, + 1347.7099609375, + 1409.72998046875, + 1354.820068359375, + 1474.72998046875, + 1464.4599609375, + 1357.77001953125, + 1374.33984375, + 1279.18994140625, + 1304.050048828125, + 1089.219970703125, + 1036.050048828125, + 993.699951171875, + 967.60986328125, + 977.85986328125, + 824.849853515625, + 878.659912109375, + 967.0400390625, + 997.869873046875, + 1027.260009765625, + 1048.389892578125, + 1036.570068359375, + 1115.18994140625, + 1054.179931640625, + 1138.33984375, + 1126.849853515625, + 1158.72998046875, + 1149.7900390625, + 1003.169921875, + 1047.2900390625, + 953.369873046875, + 942.139892578125, + 912.83984375, + 1065.31005859375, + 1220.179931640625, + 1211.139892578125, + 1351.050048828125, + 1464.280029296875, + 1576.239990234375, + 1668.68994140625 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 0.00010883637150982395, + 0.00012438437261153013, + 0.00011957749666180462, + 0.00010862919589271769, + 0.00011575551616260782, + 0.0001113667240133509, + 0.00011156506661791354, + 0.00011552796786418185, + 0.00011533414362929761, + 0.00012013789819320664, + 0.00013204904098529369, + 0.00012522179167717695, + 0.00012620980851352215, + 0.00012493450776673853, + 0.00011960834672208875, + 0.00011442977847764269, + 0.00011870046000694856, + 0.00012800695549231023, + 0.00013987936836201698, + 0.00019266233721282333, + 0.0002741043863352388, + 0.0005695716245099902, + -0.0014390223659574986, + -0.00040245745913125575, + -0.00020371451682876796, + -0.00012034460814902559, + -7.336511043831706e-05, + -5.2391875215107575e-05, + -3.91198082070332e-05, + -3.095789361395873e-05, + -2.5735280360095203e-05, + -2.1816864318680018e-05, + -1.952980164787732e-05, + -1.8325181372347288e-05, + -1.741525557008572e-05, + -1.6464200598420575e-05, + -1.5783534763613716e-05, + -1.4582065887225326e-05, + -1.3580635823018383e-05, + -1.2908149074064568e-05, + -1.2101289030397311e-05, + -1.1185766197741032e-05, + -1.0060437489300966e-05, + -9.324304301117081e-06, + -8.73227691045031e-06, + -8.190691914933268e-06, + -7.717756489000749e-06, + -7.219134658953408e-06, + -6.884910362714436e-06, + -6.641826075792778e-06, + -6.473577286669752e-06, + -6.308981937763747e-06, + -6.181288426887477e-06, + -6.007008778396994e-06, + -5.812787094328087e-06, + -5.61169144930318e-06, + -5.3412541092257015e-06, + -5.133677404955961e-06, + -4.938401616527699e-06, + -4.717804131360026e-06, + -4.5674428292841185e-06, + -4.390886715555098e-06, + -4.257167347532231e-06, + -4.113527211302426e-06, + -3.9564956750837155e-06, + -3.749515144590987e-06, + -3.579183385227225e-06, + -3.4097661227860954e-06, + -3.262691052441369e-06, + -3.0937760584492935e-06, + -2.95128347715945e-06, + -2.7822827632917324e-06, + -2.6527752652327763e-06, + -2.508704938009032e-06, + -2.357914127060212e-06, + -2.2145741240819916e-06, + -2.0968602711946005e-06, + -1.997794015551335e-06, + -1.9315241388540016e-06, + -1.8744798353509395e-06, + -1.8241897805637564e-06, + -1.784326627785049e-06, + -1.749950229168462e-06, + -1.7172884554383927e-06, + -1.689847522357013e-06, + -1.6606022654741537e-06, + -1.6233595943049295e-06, + -1.587354859111656e-06, + -1.5513812741119182e-06, + -1.5096750303200679e-06, + -1.4601557722926373e-06, + -1.4071069927013014e-06, + -1.3535681091525475e-06, + -1.3055616818746785e-06, + -1.260822500626091e-06, + -1.204093791784544e-06, + -1.1335290537317633e-06, + -1.0716852330006077e-06, + -1.0244910981782596e-06, + -9.734287687024334e-07, + -9.178189657177427e-07, + -8.671365776535822e-07, + -8.169529905899253e-07, + -7.784153126522142e-07, + -7.397824788313301e-07, + -7.014173206698615e-07, + -6.587442271666077e-07, + -6.208993568179721e-07, + -5.894623313906777e-07, + -5.654820824929629e-07, + -5.425569042927236e-07, + -5.188821887713857e-07, + -4.975441925125779e-07, + -4.795024892700894e-07, + -4.628877547929733e-07, + -4.4279536837166233e-07, + -4.215843318888801e-07, + -3.992049641965423e-07, + -3.763504992093658e-07, + -3.530007575136551e-07, + -3.2734115507082606e-07, + -3.0318503263515595e-07, + -2.78872221315396e-07, + -2.5722084728840855e-07, + -2.375072511995313e-07, + -2.144135322623697e-07, + -1.9584477684020385e-07, + -1.7998101498051255e-07, + -1.660160648953024e-07, + -1.5224061655771948e-07, + -1.3872454474039841e-07, + -1.2430135143404186e-07, + -1.1579967207353548e-07, + -1.0703690378477404e-07, + -9.623499153121884e-08, + -8.508811077945211e-08, + -7.469492402378819e-08, + -6.533100815886428e-08, + -5.6162814843219167e-08, + -4.6512969475998034e-08, + -3.674434978506724e-08, + -2.8497719739561944e-08, + -2.129364240488485e-08, + -1.2542175298335678e-08, + -4.062856273634452e-09, + 3.827918426679844e-09, + 1.0786123105788192e-08, + 1.7901017557164778e-08, + 2.5528947844577488e-08, + 3.3586264436280544e-08, + 4.079883808572049e-08, + 4.804863351637323e-08, + 5.614536036091522e-08, + 6.510244077162497e-08, + 7.427883730315443e-08, + 8.323866040882422e-08, + 9.214208063212936e-08, + 1.0103948966388998e-07, + 1.090836576622678e-07, + 1.1664929644439326e-07, + 1.2321761744260584e-07, + 1.293584688255578e-07, + 1.3500520879006217e-07, + 1.403082734441341e-07, + 1.4512677637412708e-07, + 1.4961696592763474e-07, + 1.5427711730353622e-07, + 1.5839778200188448e-07, + 1.6237487443504506e-07, + 1.6581017803218856e-07, + 1.6954271586655523e-07, + 1.7316699540970149e-07, + 1.7656694240031356e-07, + 1.7987792944040848e-07, + 1.8312903193873353e-07, + 1.8619624597704387e-07, + 1.8993465289440792e-07, + 1.9347619684140227e-07, + 1.9721923649740347e-07, + 2.008648039009131e-07, + 2.046275540124043e-07, + 2.0837438796661445e-07, + 2.1189164556290052e-07, + 2.149399307427302e-07, + 2.176011975052461e-07, + 2.2008971711784397e-07, + 2.2267694532729365e-07, + 2.2467162352768355e-07, + 2.2669945565212402e-07, + 2.2964587742535514e-07, + 2.3255795156273962e-07, + 2.3557947770314058e-07, + 2.3822229877623613e-07, + 2.4080509319901466e-07, + 2.4289127509291575e-07, + 2.4456241476400464e-07, + 2.457120729104645e-07, + 2.4671683718224813e-07, + 2.4744767301854154e-07, + 2.4843259893714276e-07, + 2.496520039585448e-07, + 2.507784131466906e-07, + 2.5201438802469056e-07, + 2.534021348310489e-07, + 2.549136013385578e-07, + 2.5677505277599266e-07, + 2.586121752301551e-07, + 2.6031028710349347e-07, + 2.6203647962574905e-07, + 2.6379669293419283e-07, + 2.654941795299237e-07, + 2.6714741352407145e-07, + 2.68454215301972e-07, + 2.697123875350371e-07, + 2.70961891146726e-07, + 2.721114356063481e-07, + 2.7324259121996874e-07, + 2.742243623288232e-07, + 2.7524464485395583e-07, + 2.7623349296845845e-07, + 2.772288212327112e-07, + 2.7812720304609684e-07, + 2.7932060220337007e-07, + 2.804190160077269e-07, + 2.8154570941296697e-07, + 2.8249655770196114e-07, + 2.834349004388059e-07, + 2.842990909357468e-07, + 2.8502304871835804e-07, + 2.856898788650142e-07, + 2.8639414040299016e-07, + 2.8710448418678425e-07, + 2.8777432703464e-07, + 2.884524121782306e-07, + 2.890716359615908e-07, + 2.896840385346877e-07, + 2.9030161385890096e-07, + 2.908561498315976e-07, + 2.9137646606614e-07, + 2.918493748893525e-07, + 2.9228178277662664e-07, + 2.9277151725182193e-07, + 2.9328924711080617e-07, + 2.938768943749892e-07, + 2.9458084327416145e-07, + 2.9525210720748873e-07, + 2.9592396799671405e-07, + 2.9659159395123424e-07, + 2.9725435979344184e-07, + 2.9774278687000333e-07, + 2.981742852625757e-07, + 2.986566300933191e-07, + 2.9913826438132674e-07, + 2.9961634595565556e-07, + 3.000967581101577e-07, + 3.0051731414459937e-07, + 3.0091251801422914e-07, + 3.0124334671199904e-07, + 3.0162399866640044e-07, + 3.02000103147293e-07, + 3.0232052949941135e-07, + 3.0265837835941056e-07, + 3.0299162290248205e-07, + 3.032736799468694e-07, + 3.0355082003552525e-07, + 3.0384612159650715e-07, + 3.0412832074944163e-07, + 3.043853666895302e-07, + 3.046796450689726e-07, + 3.050177781460661e-07, + 3.0533030326296284e-07, + 3.056488253605494e-07, + 3.0591772315347043e-07, + 3.0613702506343543e-07, + 3.0634305403509643e-07, + 3.0654641136607097e-07, + 3.067704312798014e-07, + 3.0696648423145234e-07, + 3.0715477805642877e-07, + 3.0736080702808977e-07, + 3.075704455568484e-07, + 3.077581425259268e-07, + 3.0794757321928046e-07, + 3.081434556406748e-07, + 3.0835306574772403e-07, + 3.0854903343424667e-07, + 3.0873567880007613e-07, + 3.0893284019839484e-07, + 3.0911232329344784e-07, + 3.092953875238891e-07, + 3.094572207373858e-07, + 3.096006082614622e-07, + 3.097557055298239e-07, + 3.0991438393357384e-07, + 3.100804519817757e-07, + 3.102316838976549e-07, + 3.103768619894254e-07, + 3.1050376492203213e-07, + 3.106256087903603e-07, + 3.1074588946466974e-07, + 3.108704618171032e-07, + 3.110031059350149e-07, + 3.111271666966786e-07, + 3.112455146947468e-07, + 3.113630953066604e-07, + 3.114631965672743e-07, + 3.115508206974482e-07, + 3.11620539150681e-07, + 3.1167843417279073e-07, + 3.117323217338708e-07, + 3.1177839332485746e-07, + 3.1182185011857655e-07, + 3.1186428373075614e-07, + 3.11899469807031e-07, + 3.1192652727440873e-07, + 3.119452003375045e-07, + 3.1195648375614837e-07, + 3.119638734006003e-07, + 3.119663460893207e-07, + 3.11964186039404e-07, + 3.1195665428640496e-07, + 3.119436087217764e-07, + 3.1192544724945037e-07, + 3.1190094773592136e-07, + 3.1187249760478153e-07, + 3.1184026738628745e-07, + 3.118064739737747e-07, + 3.1176770676211163e-07, + 3.117237667993322e-07, + 3.1167601832748915e-07, + 3.116200844033301e-07, + 3.1155803981164354e-07, + 3.114868434295204e-07, + 3.1141644285526127e-07, + 3.113424611456139e-07, + 3.11261771912541e-07, + 3.111783826170722e-07, + 3.1109436804399593e-07, + 3.110113482307497e-07, + 3.109317106009257e-07, + 3.108555972630711e-07, + 3.107789154910279e-07, + 3.106986525835964e-07, + 3.106243013917265e-07, + 3.105551513726823e-07, + 3.104926236119354e-07, + 3.1042196724229143e-07, + 3.103453707353765e-07, + 3.1028102398522606e-07, + 3.102113339537027e-07, + 3.101230845459213e-07, + 3.100271896983031e-07, + 3.099107175330573e-07, + 3.09806097220644e-07, + 3.0969519571044657e-07, + 3.095712486356206e-07, + 3.0945560069994826e-07, + 3.093418001753889e-07, + 3.0922589644433174e-07, + 3.091168423452473e-07, + 3.090017060003447e-07, + 3.0888787705407594e-07, + 3.087768618570408e-07, + 3.0863998290442396e-07, + 3.0851282417643233e-07, + 3.0838737075100653e-07, + 3.082492980865936e-07, + 3.0810863904662256e-07, + 3.0797261274528864e-07, + 3.078455392824253e-07, + 3.0770948455938196e-07, + 3.075782615269418e-07, + 3.074436847327888e-07, + 3.0731649758308777e-07, + 3.071863829973154e-07, + 3.0706829079463205e-07, + 3.069461627092096e-07, + 3.068036278364161e-07, + 3.0664014616377244e-07, + 3.064793929752341e-07, + 3.0629897196376987e-07, + 3.0610263479502464e-07, + 3.05897486896356e-07, + 3.057066066958214e-07, + 3.0552121188520687e-07, + 3.0531234074260283e-07, + 3.0510904025504715e-07, + 3.049250096864853e-07, + 3.047277630230383e-07, + 3.045355754238699e-07, + 3.043389824597398e-07, + 3.041425884475757e-07, + 3.039595810605533e-07, + 3.0378217275028874e-07, + 3.036015243651491e-07, + 3.034350299913058e-07, + 3.0328047273542325e-07, + 3.03110283539354e-07, + 3.0294000907815644e-07, + 3.027512320841197e-07, + 3.02585505096431e-07, + 3.0241784543250105e-07, + 3.0224828151403926e-07, + 3.0208207135729026e-07, + 3.019092673639534e-07, + 3.017319158971077e-07, + 3.015380514170829e-07, + 3.013398668372247e-07, + 3.0116717653072556e-07, + 3.0099010928097414e-07, + 3.0086272317930707e-07, + 3.0073817924858304e-07, + 3.006283009199251e-07, + 3.0053999466872483e-07, + 3.004759321356687e-07, + 3.0042056664569827e-07, + 3.003357278430485e-07, + 3.002279527208884e-07, + 3.00108268902477e-07, + 2.999693720084906e-07, + 2.997865351517248e-07, + 2.995816998918599e-07, + 2.993709813381429e-07, + 2.9920911970293673e-07, + 2.9903068821113266e-07, + 2.9885455887779244e-07, + 2.9870949447285966e-07, + 2.985727860504994e-07, + 2.9844306936865905e-07, + 2.983227886943496e-07, + 2.981971647386672e-07, + 2.980541466968134e-07, + 2.978990494284517e-07, + 2.977382962399133e-07, + 2.9758905384369427e-07, + 2.9740542117906443e-07, + 2.9722531280640396e-07, + 2.9706217219427344e-07, + 2.9687495839425537e-07, + 2.9669882906091516e-07, + 2.965216197026166e-07, + 2.9633105214088573e-07, + 2.9612925800392986e-07, + 2.959012874725886e-07, + 2.9569409321084095e-07, + 2.954938054244849e-07, + 2.9528138156820205e-07, + 2.951097997083707e-07, + 2.949339545921248e-07, + 2.9476086638169363e-07, + 2.9457129357979284e-07, + 2.9438106707857514e-07, + 2.942028629604465e-07, + 2.940070089607616e-07, + 2.937959493465314e-07, + 2.9357769903981534e-07, + 2.933635983026761e-07, + 2.931575693310151e-07, + 2.929251650130027e-07, + 2.927125137830444e-07, + 2.925345370385912e-07, + 2.923396777987364e-07, + 2.9215158292572596e-07, + 2.91939215912862e-07, + 2.917198571594781e-07, + 2.9151505032132263e-07, + 2.9128082701390667e-07, + 2.910458363203361e-07, + 2.9080928243274684e-07, + 2.9058671202619735e-07, + 2.9035629722784506e-07, + 2.901123536958039e-07, + 2.8987730615881446e-07, + 2.8966462650714675e-07, + 2.8944231189598213e-07, + 2.892202530802024e-07, + 2.889890140522766e-07, + 2.8873694191133836e-07, + 2.8848725719399226e-07, + 2.88246013724347e-07, + 2.880126146465045e-07, + 2.877620772778755e-07, + 2.8755704306604457e-07, + 2.8737773050124815e-07, + 2.871796027648088e-07, + 2.8697326115434407e-07, + 2.867795956262853e-07, + 2.865924386696861e-07, + 2.863906161110208e-07, + 2.8614348934752343e-07, + 2.859246990283282e-07, + 2.8568445031851297e-07, + 2.854391709661286e-07, + 2.8520364026007883e-07, + 2.849913300906337e-07, + 2.847980908882164e-07, + 2.8457716894081386e-07, + 2.8435749754862627e-07, + 2.84143197859521e-07, + 2.839065018633846e-07, + 2.836619614754454e-07, + 2.834374868143641e-07, + 2.832356926774082e-07, + 2.8303568910814647e-07, + 2.828280969424668e-07, + 2.8261555939934624e-07, + 2.8239637117621896e-07, + 2.821322198087728e-07, + 2.818628956902103e-07, + 2.816219364376593e-07, + 2.8135553975516814e-07, + 2.8110173388995463e-07, + 2.808466774695262e-07, + 2.8060472345714516e-07, + 2.803562040298857e-07, + 2.801093330617732e-07, + 2.7986146733383066e-07, + 2.7960587090092304e-07, + 2.7936872015743575e-07, + 2.7914336442336207e-07, + 2.789258530810912e-07, + 2.786919708341884e-07, + 2.7847065098285384e-07, + 2.7827985604744754e-07, + 2.780715249173227e-07, + 2.778660928015597e-07, + 2.776715462005086e-07, + 2.7746276032303285e-07, + 2.7723990569938906e-07, + 2.7699525162461214e-07, + 2.767523596958199e-07, + 2.7645765499073605e-07, + 2.7616189868240326e-07, + 2.7587762474468036e-07, + 2.756203798526258e-07, + 2.7534812829799193e-07, + 2.750871033185831e-07, + 2.748553526998876e-07, + 2.7462593266136537e-07, + 2.743799427662452e-07, + 2.7411607561589335e-07, + 2.738486841735721e-07, + 2.735902739914309e-07, + 2.7335354957358504e-07, + 2.730989763222169e-07, + 2.7287271109344147e-07, + 2.7265963353784173e-07, + 2.7243277145316824e-07, + 2.7218337095291645e-07, + 2.719336293921515e-07, + 2.716926701396005e-07, + 2.7145068770551006e-07, + 2.7119801870867377e-07, + 2.709556383706513e-07, + 2.7069236807619745e-07, + 2.7043145678362634e-07, + 2.701900427837245e-07, + 2.6994612767339277e-07, + 2.697194645406853e-07, + 2.694887655252387e-07, + 2.69296293708976e-07, + 2.691133431653725e-07, + 2.689379527964775e-07, + 2.6876722358792904e-07, + 2.685947322333959e-07, + 2.684492699245311e-07, + 2.682942579212977e-07, + 2.6812369924300583e-07, + 2.6794776886163163e-07, + 2.677667794159788e-07, + 2.6758218041322834e-07, + 2.6739979830381344e-07, + 2.672037169304531e-07, + 2.6701849265009514e-07, + 2.6681871645450883e-07, + 2.6662112873054866e-07, + 2.6641816930350615e-07, + 2.6621700044415775e-07, + 2.660416100752627e-07, + 2.658586595316592e-07, + 2.6569222200123477e-07, + 2.655278024121799e-07, + 2.6536855557424133e-07, + 2.651827912814042e-07, + 2.649702821599931e-07, + 2.647596204496949e-07, + 2.6452502766005637e-07, + 2.642713354816806e-07, + 2.6399888497508073e-07, + 2.637113141190639e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.008579546585679054, + 0.009886638261377811, + 0.009488005191087723, + 0.00858798436820507, + 0.009169976226985455, + 0.008813109248876572, + 0.008829182013869286, + 0.009148821234703064, + 0.009133214130997658, + 0.009519509971141815, + 0.010476273484528065, + 0.009928353130817413, + 0.010007582604885101, + 0.009905386716127396, + 0.009478847496211529, + 0.009064367972314358, + 0.009405835531651974, + 0.010149631649255753, + 0.011098160408437252, + 0.015313918702304363, + 0.02181738242506981, + 0.04540858417749405, + -0.11495599895715714, + -0.032195765525102615, + -0.016325926408171654, + -0.009667983278632164, + -0.005915507674217224, + -0.004239814821630716, + -0.003179040504619479, + -0.0025264061987400055, + -0.002108582528308034, + -0.0017949140165001154, + -0.0016117158811539412, + -0.0015150996623560786, + -0.001442071283236146, + -0.0013656915398314595, + -0.0013109906576573849, + -0.001214371994137764, + -0.0011337847681716084, + -0.001079630688764155, + -0.001014609937556088, + -0.0009407346369698644, + -0.0008498652605339885, + -0.0007903784280642867, + -0.0007424998329952359, + -0.0006986659136600792, + -0.0006603573565371335, + -0.0006199349882081151, + -0.0005928172031417489, + -0.0005730774137191474, + -0.0005593934911303222, + -0.0005459957756102085, + -0.0005355932516977191, + -0.0005213842377997935, + -0.0005055366200394928, + -0.0004891147837042809, + -0.0004670126363635063, + -0.00045003401464782655, + -0.00043403790914453566, + -0.00041595290531404316, + -0.0004036158206872642, + -0.0003891176311299205, + -0.000378127908334136, + -0.00036631309194490314, + -0.00035338595625944436, + -0.00033633262501098216, + -0.000322286767186597, + -0.0003082948678638786, + -0.0002961376158054918, + -0.00028216285863891244, + -0.00027036352548748255, + -0.00025635643396526575, + -0.0002456126385368407, + -0.00023364943626802415, + -0.00022111611906439066, + -0.00020918164227623492, + -0.0001993710466194898, + -0.0001911062136059627, + -0.00018557178555056453, + -0.00018080289009958506, + -0.0001765942433848977, + -0.00017325470980722457, + -0.00017037182988133281, + -0.00016762987070251256, + -0.00016532211157027632, + -0.00016286008758470416, + -0.00015972161781974137, + -0.00015668434207327664, + -0.00015364661521743983, + -0.00015012116637080908, + -0.0001459309714846313, + -0.00014143745647743344, + -0.00013689446495845914, + -0.00013281665451359004, + -0.00012901239097118378, + -0.00012418348342180252, + -0.00011817034828709438, + -0.00011289453686913475, + -0.00010886393283726647, + -0.00010449800902279094, + -9.973776468541473e-05, + -9.539084567222744e-05, + -9.108159429160878e-05, + -8.77683560247533e-05, + -8.444285049336031e-05, + -8.11362624517642e-05, + -7.745371840428561e-05, + -7.418361201416701e-05, + -7.146362622734159e-05, + -6.938433944014832e-05, + -6.739388481946662e-05, + -6.533558916999027e-05, + -6.347792805172503e-05, + -6.1905084294267e-05, + -6.045464760973118e-05, + -5.869817323400639e-05, + -5.6841316109057516e-05, + -5.487939779413864e-05, + -5.2871269872412086e-05, + -5.0816666771424934e-05, + -4.855550287174992e-05, + -4.642366184270941e-05, + -4.427474777912721e-05, + -4.235811502439901e-05, + -4.0610291762277484e-05, + -3.855953400488943e-05, + -3.6907935282215476e-05, + -3.549332177499309e-05, + -3.424597525736317e-05, + -3.301349715911783e-05, + -3.180217754561454e-05, + -3.0507348128594458e-05, + -2.9742792321485467e-05, + -2.8953381843166426e-05, + -2.7978556317975745e-05, + -2.6969864848069847e-05, + -2.6027697458630428e-05, + -2.51772999035893e-05, + -2.4343155018868856e-05, + -2.3463571778847836e-05, + -2.257150481455028e-05, + -2.181700438086409e-05, + -2.1156633010832593e-05, + -2.0352879801066592e-05, + -1.957186213985551e-05, + -1.8843637008103542e-05, + -1.8200205886387266e-05, + -1.7540976841701195e-05, + -1.6832793335197493e-05, + -1.6083218724816106e-05, + -1.5410851119668223e-05, + -1.4733604075445328e-05, + -1.397490268573165e-05, + -1.3133797438058536e-05, + -1.2270237675693352e-05, + -1.142520886787679e-05, + -1.0583626135485247e-05, + -9.740705536387395e-06, + -8.976858225651085e-06, + -8.25676579552237e-06, + -7.630105756106786e-06, + -7.042196102702292e-06, + -6.500267772935331e-06, + -5.9900598898821045e-06, + -5.525308552023489e-06, + -5.091123057354707e-06, + -4.639343842427479e-06, + -4.238824658386875e-06, + -3.851241672236938e-06, + -3.515199750836473e-06, + -3.1491006211581407e-06, + -2.7926514576392947e-06, + -2.4573471364419675e-06, + -2.1299069885571953e-06, + -1.8074845229421044e-06, + -1.5024322692624992e-06, + -1.1295556987533928e-06, + -7.752840929242666e-07, + -3.9933087236931897e-07, + -3.207138021821265e-08, + 3.4814158311746723e-07, + 7.279129476955859e-07, + 1.0855301297851838e-06, + 1.396447146362334e-06, + 1.6687642983015394e-06, + 1.9242313555878354e-06, + 2.191017756558722e-06, + 2.3973873339855345e-06, + 2.6078957944264403e-06, + 2.914806827902794e-06, + 3.2191899208555697e-06, + 3.5361269965505926e-06, + 3.8143296023918083e-06, + 4.087204615643714e-06, + 4.308420557208592e-06, + 4.4865032577945385e-06, + 4.6094783101580106e-06, + 4.717363935924368e-06, + 4.79613981951843e-06, + 4.902716682408936e-06, + 5.035184585722163e-06, + 5.1580391300376505e-06, + 5.293385584081989e-06, + 5.446154318633489e-06, + 5.613228495349176e-06, + 5.819846137455897e-06, + 6.024628874001792e-06, + 6.214729637576966e-06, + 6.408818990166765e-06, + 6.607609975617379e-06, + 6.800185019528726e-06, + 6.988598670432111e-06, + 7.138410637708148e-06, + 7.283330432983348e-06, + 7.427941909554647e-06, + 7.561629445262952e-06, + 7.693830411881208e-06, + 7.809147973603103e-06, + 7.929594175948296e-06, + 8.046935363381635e-06, + 8.165814506355673e-06, + 8.273686944448855e-06, + 8.417754543188494e-06, + 8.551081918994896e-06, + 8.688603884365875e-06, + 8.805320248939097e-06, + 8.921167136577424e-06, + 9.028484782902524e-06, + 9.118924936046824e-06, + 9.202839464705903e-06, + 9.29201087274123e-06, + 9.382514690514654e-06, + 9.468401003687177e-06, + 9.555905307934154e-06, + 9.636331924411934e-06, + 9.716404747450724e-06, + 9.797702659852803e-06, + 9.871300790109672e-06, + 9.94084621197544e-06, + 1.0004500836657826e-05, + 1.0063128684123512e-05, + 1.0130014743481297e-05, + 1.0201257282460574e-05, + 1.0282737093803007e-05, + 1.0381099855294451e-05, + 1.0475635463080835e-05, + 1.0571157872618642e-05, + 1.0666859452612698e-05, + 1.0762660167529248e-05, + 1.0833872693183366e-05, + 1.0897335414483678e-05, + 1.0968909919029102e-05, + 1.1041033758374397e-05, + 1.1113293112430256e-05, + 1.1186600204382557e-05, + 1.1251487194385845e-05, + 1.1313071809126996e-05, + 1.136515311372932e-05, + 1.1425693628552835e-05, + 1.1486150469863787e-05, + 1.1538211765582673e-05, + 1.1593721865210682e-05, + 1.1649090993159916e-05, + 1.1696574802044779e-05, + 1.1743786672013812e-05, + 1.1794707461376674e-05, + 1.184397297038231e-05, + 1.1889426787092816e-05, + 1.1942144737986382e-05, + 1.2003531082882546e-05, + 1.206106026074849e-05, + 1.21205202958663e-05, + 1.2171529306215234e-05, + 1.2213759873702656e-05, + 1.2254050488991197e-05, + 1.229445024364395e-05, + 1.233968032465782e-05, + 1.2379936379147694e-05, + 1.2419263839547057e-05, + 1.2463066923373844e-05, + 1.2508538020483684e-05, + 1.255002644029446e-05, + 1.259271812159568e-05, + 1.2637766303669196e-05, + 1.2686994523392059e-05, + 1.273403086088365e-05, + 1.2779833014064934e-05, + 1.2829374099965207e-05, + 1.2875580068794079e-05, + 1.2923990652780049e-05, + 1.2967927432327997e-05, + 1.3007939742237795e-05, + 1.3052474059804808e-05, + 1.309942854277324e-05, + 1.315013832936529e-05, + 1.3197865882830229e-05, + 1.3245300579001196e-05, + 1.3288390618981794e-05, + 1.3331393347471021e-05, + 1.3375616617850028e-05, + 1.3423444215732161e-05, + 1.3476793355948757e-05, + 1.3529203897633124e-05, + 1.3581920029537287e-05, + 1.3637374649988487e-05, + 1.3687602404388599e-05, + 1.3734704225498717e-05, + 1.3775061233900487e-05, + 1.3811394637741614e-05, + 1.3848400158167351e-05, + 1.3883409337722696e-05, + 1.3920419405621942e-05, + 1.3961676813778467e-05, + 1.400163000653265e-05, + 1.4038827430340461e-05, + 1.4071436453377828e-05, + 1.4098650353844278e-05, + 1.4127578651823569e-05, + 1.4154547898215242e-05, + 1.4182870472723152e-05, + 1.4213454960554373e-05, + 1.4244401427276898e-05, + 1.4274711247708183e-05, + 1.4306132470665034e-05, + 1.433557099517202e-05, + 1.4363458831212483e-05, + 1.4388479030458257e-05, + 1.4413506505661644e-05, + 1.4438582184084225e-05, + 1.4462916624324862e-05, + 1.4488651686406229e-05, + 1.4514635950035881e-05, + 1.4541914424626157e-05, + 1.4566714526154101e-05, + 1.4590775208489504e-05, + 1.4615116015193053e-05, + 1.4638521861343179e-05, + 1.4660548913525417e-05, + 1.4680911590403412e-05, + 1.4699247913085856e-05, + 1.4715774341311771e-05, + 1.4731469491380267e-05, + 1.4746982742508408e-05, + 1.4760576050321106e-05, + 1.4772546819585841e-05, + 1.4782823200221173e-05, + 1.4793849913985468e-05, + 1.4805221326241735e-05, + 1.4814339010627009e-05, + 1.4823759556747973e-05, + 1.4835131878498942e-05, + 1.4846930753265042e-05, + 1.4860622286505532e-05, + 1.4872383871988859e-05, + 1.4884304619044997e-05, + 1.4897060282237362e-05, + 1.4908457160345279e-05, + 1.4919242858013604e-05, + 1.4929771168681327e-05, + 1.4939269021851942e-05, + 1.4948887837817892e-05, + 1.4958010979171377e-05, + 1.4966552043915726e-05, + 1.4976659258536529e-05, + 1.4985672351031099e-05, + 1.4994247976574115e-05, + 1.5003312000771984e-05, + 1.5012177755124867e-05, + 1.5020415048638824e-05, + 1.5027805602585431e-05, + 1.5035405340313446e-05, + 1.5042446648294572e-05, + 1.504938154539559e-05, + 1.5055673429742455e-05, + 1.5061883459566161e-05, + 1.5067296772031114e-05, + 1.5072669157234486e-05, + 1.5078685464686714e-05, + 1.5085308405105025e-05, + 1.5091552086232696e-05, + 1.5098271433089394e-05, + 1.5105275451787747e-05, + 1.5112287655938417e-05, + 1.5118566807359457e-05, + 1.5124403034860734e-05, + 1.513069037173409e-05, + 1.5136539332161192e-05, + 1.5141595213208348e-05, + 1.5146764781093225e-05, + 1.515156418463448e-05, + 1.5156238077906892e-05, + 1.5160713701334316e-05, + 1.5164676369749941e-05, + 1.516832344350405e-05, + 1.517184227850521e-05, + 1.517491000413429e-05, + 1.5177601198956836e-05, + 1.5180395166680682e-05, + 1.5183024515863508e-05, + 1.5185763913905248e-05, + 1.5188041288638487e-05, + 1.5190194972092286e-05, + 1.519222314527724e-05, + 1.5194069419521838e-05, + 1.51958447531797e-05, + 1.5197521861409768e-05, + 1.519919987913454e-05, + 1.5200761481537484e-05, + 1.5202012946247123e-05, + 1.520316527603427e-05, + 1.5203900147753302e-05, + 1.5204531337076332e-05, + 1.5205010640784167e-05, + 1.52053353303927e-05, + 1.5205529052764177e-05, + 1.5205659110506531e-05, + 1.5205805539153516e-05, + 1.5205937415885273e-05, + 1.5206011084956117e-05, + 1.5206013813440222e-05, + 1.520591013104422e-05, + 1.5205674571916461e-05, + 1.5205314412014559e-05, + 1.5204948795144446e-05, + 1.5204449482553173e-05, + 1.5203881048364565e-05, + 1.5203338080027606e-05, + 1.5202754184429068e-05, + 1.520213481853716e-05, + 1.5201501810224727e-05, + 1.5200780580926221e-05, + 1.5199891095107887e-05, + 1.5198853361653164e-05, + 1.5197704669844825e-05, + 1.5196585081866942e-05, + 1.519512716186e-05, + 1.5193618310149759e-05, + 1.519218221801566e-05, + 1.5190455997071695e-05, + 1.5188757970463485e-05, + 1.5186977179837413e-05, + 1.5184988114924636e-05, + 1.5182818970060907e-05, + 1.5180280570348259e-05, + 1.5177893146756105e-05, + 1.5175511180132162e-05, + 1.517290456831688e-05, + 1.5170737242442556e-05, + 1.5168453501246404e-05, + 1.5166144294198602e-05, + 1.5163548596319743e-05, + 1.5160895600274671e-05, + 1.5158349015109707e-05, + 1.5155486835283227e-05, + 1.5152330888668075e-05, + 1.5148997590586077e-05, + 1.5145658835535869e-05, + 1.514238101663068e-05, + 1.513861116109183e-05, + 1.5135114153963514e-05, + 1.5132134649320506e-05, + 1.512881317466963e-05, + 1.5125552636163775e-05, + 1.5121808246476576e-05, + 1.5117879229364917e-05, + 1.5114152120077051e-05, + 1.5109825653780717e-05, + 1.510542006144533e-05, + 1.5100939890544396e-05, + 1.5096664355951361e-05, + 1.5092175999598112e-05, + 1.5087360225152224e-05, + 1.5082660866028164e-05, + 1.5078353499120567e-05, + 1.5073795111675281e-05, + 1.5069186702021398e-05, + 1.5064347280713264e-05, + 1.505901036580326e-05, + 1.5053664355946239e-05, + 1.5048442037368659e-05, + 1.5043335224618204e-05, + 1.5037795492389705e-05, + 1.5033214367576875e-05, + 1.5029167116153985e-05, + 1.5024651474959683e-05, + 1.5019917555036955e-05, + 1.501543192716781e-05, + 1.501105543866288e-05, + 1.5006294233899098e-05, + 1.5000412531662732e-05, + 1.499515838077059e-05, + 1.4989339433668647e-05, + 1.498334950156277e-05, + 1.4977565115259495e-05, + 1.4972308235883247e-05, + 1.4967485185479745e-05, + 1.4961927263357211e-05, + 1.4956360246287659e-05, + 1.4950888726161793e-05, + 1.4944798749638721e-05, + 1.4938461390556768e-05, + 1.4932603335182648e-05, + 1.4927312804502435e-05, + 1.4922032278263941e-05, + 1.4916514373908285e-05, + 1.4910827303538099e-05, + 1.4904922863934189e-05, + 1.4897761502652429e-05, + 1.4890414604451507e-05, + 1.4883799849485513e-05, + 1.487644203734817e-05, + 1.4869404367345851e-05, + 1.4862290299788583e-05, + 1.485550183133455e-05, + 1.4848486898699775e-05, + 1.4841481061012018e-05, + 1.4834406101726927e-05, + 1.4827071026957128e-05, + 1.4820227988820989e-05, + 1.481370327383047e-05, + 1.4807370462222025e-05, + 1.4800526514591184e-05, + 1.4794018170505296e-05, + 1.4788378393859603e-05, + 1.4782189282414038e-05, + 1.4776055650145281e-05, + 1.4770219422644004e-05, + 1.4763925719307736e-05, + 1.47571872730623e-05, + 1.4749756701348815e-05, + 1.4742344319529366e-05, + 1.4733310308656655e-05, + 1.4724203538207803e-05, + 1.4715410543431062e-05, + 1.4707419722981285e-05, + 1.469892686145613e-05, + 1.4690762327518314e-05, + 1.4683482731925324e-05, + 1.4676246792078018e-05, + 1.4668456060462631e-05, + 1.4660065062344074e-05, + 1.4651528545073234e-05, + 1.4643244867329486e-05, + 1.4635626939707436e-05, + 1.4627403288614005e-05, + 1.4620078218285926e-05, + 1.4613152416131925e-05, + 1.4605751857743599e-05, + 1.459758550481638e-05, + 1.458937822462758e-05, + 1.4581431059923489e-05, + 1.4573421140084974e-05, + 1.4565029232471716e-05, + 1.455696201446699e-05, + 1.4548169019690249e-05, + 1.4539426047122106e-05, + 1.453130789741408e-05, + 1.452307878935244e-05, + 1.4515407201542985e-05, + 1.4507572814181913e-05, + 1.450101535738213e-05, + 1.449476167181274e-05, + 1.4488756278296933e-05, + 1.4482890946965199e-05, + 1.4476948308583815e-05, + 1.4471920621872414e-05, + 1.4466548236669041e-05, + 1.4460620150202885e-05, + 1.4454486517934129e-05, + 1.444815734430449e-05, + 1.4441691746469587e-05, + 1.4435285265790299e-05, + 1.4428378563025035e-05, + 1.442183565814048e-05, + 1.4414758879865985e-05, + 1.4407740309252404e-05, + 1.4400511645362712e-05, + 1.4393327546713408e-05, + 1.4387048395292368e-05, + 1.4380487300513778e-05, + 1.4374502825376112e-05, + 1.436857655789936e-05, + 1.436282127542654e-05, + 1.4356091014633421e-05, + 1.4348372133099474e-05, + 1.4340703273774125e-05, + 1.4332140381156933e-05, + 1.4322868082672358e-05, + 1.4312887287815101e-05, + 1.4302326235338114e-05 + ], + "stabilities": [ + 1.0, + 0.966241180896759, + -0.24681174755096436, + -0.5540206432342529, + 1.0, + -0.5833860635757446, + 1.0, + 1.0, + -0.04664194583892822, + 1.0, + 1.0, + -0.5452616214752197, + 1.0, + -1.2887182235717773, + -2.4042534828186035, + 0.9369077086448669, + 1.0, + 1.0, + 1.0, + 1.0, + 0.7734149098396301, + 1.0, + 1.0, + 0.7178750038146973, + 1.0, + 1.0, + 1.0, + 0.9906904697418213, + 1.0, + 1.0, + 0.938866376876831, + 1.0, + 0.7471688985824585, + 0.6156232357025146, + 0.837429404258728, + 1.0, + 0.781875729560852, + 1.0, + 0.9510101079940796, + 0.747435986995697, + 1.0, + 1.0, + 1.0, + 0.7624696493148804, + 0.9057410955429077, + 1.0, + 0.9675835967063904, + 1.0, + 0.7362062931060791, + 0.7794345021247864, + 0.7291558980941772, + 1.0, + 0.8074055910110474, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8245747089385986, + 1.0, + 1.0, + 0.7254406213760376, + 1.0, + 0.800984263420105, + 1.0, + 1.0, + 1.0, + 0.8880019783973694, + 1.0, + 0.9305208921432495, + 1.0, + 0.9079058170318604, + 1.0, + 0.8269858360290527, + 1.0, + 1.0, + 1.0, + 0.8887155055999756, + 0.9016726016998291, + 0.7070364356040955, + 0.8991973996162415, + 0.9170506000518799, + 0.8204667568206787, + 0.8883352875709534, + 0.9767349362373352, + 0.8618859648704529, + 1.0, + 1.0, + 0.997435450553894, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9395352602005005, + 0.9739172458648682, + 1.0, + 1.0, + 0.9364952445030212, + 0.8080289363861084, + 1.0, + 1.0, + 0.9688212275505066, + 1.0, + 0.8113630414009094, + 1.0, + 1.0, + 1.0, + 0.938173234462738, + 0.873708963394165, + 0.7958913445472717, + 0.992595911026001, + 1.0, + 0.9358955025672913, + 0.8749834895133972, + 0.950204074382782, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9890404939651489, + 1.0, + 0.934685230255127, + 0.9526326060295105, + 1.0, + 0.8434078097343445, + 0.890539824962616, + 0.9139931797981262, + 1.0, + 1.0, + 1.0, + 0.6089565753936768, + 1.0, + 1.0, + 1.0, + 0.9636804461479187, + 0.9296354651451111, + 1.0, + 1.0, + 1.0, + 0.8708042502403259, + 0.8983638286590576, + 1.0, + 0.9997763633728027, + 0.9595209360122681, + 0.9076047539710999, + 1.0, + 1.0, + 1.0, + 0.9236288666725159, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9406801462173462, + 0.9768510460853577, + 0.8997526168823242, + 0.9667717218399048, + 0.9496163129806519, + 0.9686707854270935, + 0.9359891414642334, + 0.9586586356163025, + 1.0, + 0.9093398451805115, + 0.9913969039916992, + 0.88614821434021, + 1.0, + 0.9967047572135925, + 0.9624751210212708, + 0.9986947774887085, + 1.0, + 0.9671732783317566, + 1.0, + 0.9743669033050537, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9677029252052307, + 0.8919587135314941, + 0.8965473771095276, + 0.9589248299598694, + 1.0, + 0.7896974682807922, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9009535312652588, + 1.0, + 0.8297221064567566, + 0.820389449596405, + 0.7022328972816467, + 0.8899936676025391, + 0.7396065592765808, + 1.0, + 1.0, + 0.9420278072357178, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9490498900413513, + 1.0, + 1.0, + 0.9910089373588562, + 1.0, + 0.8109391331672668, + 0.9861418008804321, + 1.0, + 0.9420808553695679, + 1.0, + 0.8879701495170593, + 1.0, + 0.9915752410888672, + 1.0, + 0.9233661890029907, + 1.0, + 0.9443951845169067, + 1.0, + 0.8654296398162842, + 1.0, + 0.9434459805488586, + 0.857245922088623, + 0.9415186047554016, + 1.0, + 1.0, + 0.9647073149681091, + 1.0, + 0.9341515898704529, + 1.0, + 1.0, + 0.9185288548469543, + 0.9594612717628479, + 0.9289183616638184, + 0.9342188835144043, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9798125624656677, + 1.0, + 1.0, + 1.0, + 0.7570884823799133, + 0.9058257937431335, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8992606997489929, + 0.9649380445480347, + 0.8590884804725647, + 1.0, + 1.0, + 0.8750614523887634, + 1.0, + 1.0, + 0.8698105216026306, + 1.0, + 1.0, + 0.9828915596008301, + 0.9370390176773071, + 1.0, + 1.0, + 0.954164981842041, + 1.0, + 0.871691107749939, + 0.8413951396942139, + 0.9687974452972412, + 1.0, + 1.0, + 0.9043574333190918, + 0.9922375679016113, + 1.0, + 1.0, + 0.927727460861206, + 1.0, + 1.0, + 1.0, + 0.9730406999588013, + 0.991503119468689, + 1.0, + 0.9502979516983032, + 1.0, + 0.9247483015060425, + 0.9272052645683289, + 1.0, + 1.0, + 1.0, + 0.960669755935669, + 1.0, + 0.9251223802566528, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.927908182144165, + 0.9580799341201782, + 0.8760973811149597, + 0.9193748831748962, + 1.0, + 0.9659208059310913, + 1.0, + 1.0, + 0.9909970760345459, + 0.9504626989364624, + 0.895993709564209, + 0.8518392443656921, + 1.0, + 0.9513914585113525, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9585824608802795, + 0.9689106941223145, + 0.9170699715614319, + 1.0, + 1.0, + 0.9922007322311401, + 1.0, + 1.0, + 1.0, + 0.9313064217567444, + 0.9934637546539307, + 1.0, + 0.9851330518722534, + 0.9639022350311279, + 0.9466158747673035, + 0.9215779304504395, + 0.9193052649497986, + 0.9708860516548157, + 1.0, + 0.8956789374351501, + 0.8997174501419067, + 0.8763307332992554, + 1.0, + 1.0, + 0.816559374332428, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8800919055938721, + 1.0, + 1.0, + 0.9162976741790771, + 0.9668037295341492, + 1.0, + 0.9249057769775391, + 1.0, + 0.9728458523750305, + 0.9602711200714111, + 1.0, + 0.9160923957824707, + 0.9732106924057007, + 1.0, + 1.0, + 0.9556297063827515, + 0.9227420687675476, + 1.0, + 0.9536628127098083, + 1.0, + 0.9344567656517029, + 1.0, + 0.8976919054985046, + 1.0, + 1.0, + 1.0, + 0.9750402569770813, + 1.0, + 1.0, + 1.0, + 0.9246471524238586, + 0.9650925397872925, + 1.0, + 0.9682453870773315, + 0.9000095129013062, + 1.0, + 0.9688234925270081, + 1.0, + 0.993742823600769, + 0.9269946217536926, + 0.9640810489654541, + 1.0, + 0.9164364337921143, + 0.9227268695831299, + 1.0, + 0.99516361951828, + 1.0, + 0.8736206889152527, + 1.0, + 1.0, + 0.9753180146217346, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8680489659309387, + 1.0, + 0.7160381078720093, + 0.9721440672874451, + 0.876962423324585, + 0.7984170317649841, + 0.7202003002166748, + 0.8580766320228577, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.7659361958503723, + 1.0, + 0.9841922521591187, + 0.8206416368484497, + 0.938650906085968, + 0.9449348449707031, + 0.9231736660003662, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9252846240997314, + 1.0, + 0.9785144925117493, + 0.9036087393760681, + 1.0, + 0.9387191534042358, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9081112742424011, + 0.965228259563446, + 1.0, + 0.8064355254173279, + 1.0, + 0.9822347164154053, + 1.0, + 1.0, + 0.935498833656311, + 1.0, + 1.0, + 1.0, + 0.9805111289024353, + 0.9615350365638733, + 1.0, + 0.9146536588668823, + 0.8361492156982422, + 1.0, + 0.9643203020095825, + 1.0, + 1.0, + 0.9331170916557312, + 1.0, + 1.0, + 1.0, + 0.941112756729126, + 1.0, + 1.0, + 0.9639545679092407, + 0.9048300981521606, + 1.0, + 0.9989101886749268, + 1.0, + 1.0, + 0.9914562702178955, + 0.9667863845825195, + 0.9681860208511353, + 1.0, + 0.8186365962028503, + 0.8742042183876038, + 1.0, + 1.0, + 0.9381797909736633, + 0.9661095142364502, + 1.0, + 1.0, + 0.8859977722167969, + 1.0, + 1.0, + 0.9611969590187073, + 0.9018113613128662, + 0.9101977348327637, + 1.0, + 0.9948697090148926, + 0.9758820533752441, + 1.0, + 1.0, + 0.9186807870864868, + 0.8993719220161438, + 0.9912349581718445, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.896083652973175, + 1.0, + 0.9542266130447388, + 1.0, + 0.9499493837356567, + 1.0, + 0.9946520924568176, + 1.0, + 1.0, + 0.9292140603065491, + 0.9513133764266968, + 0.9660874009132385, + 1.0, + 0.9471924901008606, + 0.8625726103782654, + 1.0, + 0.9867792129516602, + 0.947439432144165, + 1.0, + 1.0, + 1.0, + 0.9943081736564636, + 1.0, + 1.0, + 0.9637678265571594, + 0.9066950678825378, + 1.0, + 0.960835874080658, + 0.8892501592636108, + 0.9912751913070679, + 1.0, + 1.0, + 1.0, + 0.968589723110199, + 0.9176729917526245, + 1.0, + 0.8901265859603882, + 0.9428804516792297, + 1.0, + 1.0, + 1.0, + 0.9665569067001343, + 1.0, + 1.0, + 0.9610493183135986, + 1.0, + 0.9930359721183777, + 0.9271472692489624, + 1.0, + 0.9307668209075928, + 1.0, + 0.8352593183517456, + 0.9511853456497192, + 0.9591234922409058, + 0.9737445116043091, + 1.0, + 0.8435256481170654, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9887257218360901, + 1.0, + 0.9452918171882629, + 1.0, + 0.989906370639801, + 1.0, + 0.9922847151756287, + 0.8724809885025024, + 1.0, + 0.9103207588195801, + 0.988220751285553, + 0.9689005613327026, + 1.0, + 1.0, + 0.9925912022590637, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_df_eval.csv b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..dbcec24c1a84ee5baf84d4e1de014a19d23e8a9a --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_df_eval.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +1234.7778,1234.7778,1.1862017,1428.5714,10000.0,7.0,625.0,,128.0,0.0002497952,0.1,2.8812678 +1743.7142,1489.2461,0.59456515,1538.4615,20000.0,13.0,1250.0,,288.0,0.0002495392,0.1,2.8734138 +2023.1177,1667.2032,0.7492071,1500.0,30000.0,20.0,1875.0,,448.0,0.0002492832,0.1,2.860615 +2112.2341,1778.4609,0.4837318,1538.4615,40000.0,26.0,2500.0,,608.0,0.0002490272,0.1,2.8566818 +2202.9692,1863.3625,0.59596574,1562.5,50000.0,32.0,3125.0,,768.0,0.0002487712,0.1,2.8479552 +2120.8718,1906.2808,0.5007333,1578.9474,60000.0,38.0,3750.0,,928.0,0.0002485152,0.1,2.8223429 +2183.978,1945.9518,0.63224864,1590.909,70000.0,44.0,4375.0,,1088.0,0.0002482592,0.1,2.8415895 +2227.19,1981.1066,0.6307596,1600.0,80000.0,50.0,5000.0,,1248.0,0.0002480032,0.1,2.8154764 +2280.93,2014.4204,0.5292734,1607.1428,90000.0,56.0,5625.0,,1376.0,0.0002477984,0.1,2.8072186 +2180.79,2031.0574,0.5982511,1587.3016,100000.0,63.0,6250.0,,1536.0,0.0002475424,0.1,2.76859 +2208.48,2047.1868,0.5163508,1594.2029,110000.0,69.0,6875.0,,1696.0,0.0002472864,0.1,2.7656972 +2253.51,2064.3804,0.41237178,1621.6216,120000.0,74.0,7500.0,,1856.0,0.0002470304,0.1,2.7762566 +2460.18,2094.8264,0.44485065,1625.0,130000.0,80.0,8125.0,,2016.0,0.0002467744,0.1,2.7724562 +2435.47,2119.1582,0.24564314,1627.907,140000.0,86.0,8750.0,,2176.0,0.0002465184,0.1,2.775001 +2509.84,2145.2036,0.44747517,1630.4348,150000.0,92.0,9375.0,,2336.0,0.0002462624,0.1,2.7516801 +2586.29,2172.7715,0.50395113,1616.1616,160000.0,99.0,10000.0,,2496.0,0.0002460064,0.1,2.7407215 +2630.55,2199.6997,0.3414737,1619.0476,170000.0,105.0,10625.0,,2656.0,0.0002457504,0.1,2.7351108 +2736.75,2229.536,0.23766622,1621.6216,180000.0,111.0,11250.0,,2784.0,0.0002455456,0.1,2.7247345 +2717.08,2255.196,0.57603484,1637.931,190000.0,116.0,11875.0,,2944.0,0.0002452896,0.1,2.7494762 +2637.99,2274.3357,0.44062006,1626.0162,200000.0,123.0,12500.0,,3104.0,0.0002450336,0.1,2.7470403 +2535.47,2286.7708,0.4887897,1627.907,210000.0,129.0,13125.0,,3264.0,0.0002447776,0.1,2.7263694 +2562.85,2299.3198,0.5324366,1629.6296,220000.0,135.0,13750.0,,3424.0,0.0002445216,0.1,2.7054539 +2538.74,2309.7292,0.55892926,1631.2057,230000.0,141.0,14375.0,,3584.0,0.0002442656,0.1,2.6779447 +2566.16,2320.4138,0.403014,1632.6531,240000.0,147.0,15000.0,,3744.0,0.0002440096,0.1,2.6677809 +2575.31,2330.6096,0.43251005,1633.9869,250000.0,153.0,15625.0,,3904.0,0.0002437536,0.1,2.6131518 +2629.97,2342.1233,0.37734565,1635.2201,260000.0,159.0,16250.0,,4032.0,0.0002435488,0.1,2.6476088 +2768.96,2357.9321,0.37098336,1636.3636,270000.0,165.0,16875.0,,4192.0,0.0002432928,0.1,2.6361718 +2768.48,2372.5945,0.39268422,1637.4269,280000.0,171.0,17500.0,,4352.0,0.0002430368,0.1,2.6366277 +2783.2,2386.7534,0.4042632,1638.4181,290000.0,177.0,18125.0,,4512.0,0.0002427808,0.1,2.5730996 +2848.35,2402.1401,0.38933718,1639.3442,300000.0,183.0,18750.0,,4672.0,0.0002425248,0.1,2.5966182 +2976.74,2420.6755,0.39998728,1640.2117,310000.0,189.0,19375.0,,4832.0,0.0002422688,0.1,2.6267662 +3014.94,2439.2466,0.4766619,1641.0256,320000.0,195.0,20000.0,,4992.0,0.0002420128,0.1,2.6508799 +2919.9,2453.8118,0.29015362,1641.791,330000.0,201.0,20625.0,,5152.0,0.0002417568,0.1,2.6995769 +2882.51,2466.4204,0.2834405,1650.4855,340000.0,206.0,21250.0,,5312.0,0.0002415008,0.1,2.6592016 +2748.74,2474.4868,0.25589013,1650.9434,350000.0,212.0,21875.0,,5440.0,0.000241296,0.1,2.7087607 +2904.73,2486.438,0.2535941,1643.8356,360000.0,219.0,22500.0,,5600.0,0.00024104,0.1,2.664682 +2928.23,2498.3782,0.33360827,1637.1681,370000.0,226.0,23125.0,,5760.0,0.000240784,0.1,2.6385155 +2739.94,2504.735,0.2546815,1637.931,380000.0,232.0,23750.0,,5920.0,0.000240528,0.1,2.6311 +2666.26,2508.8767,0.3346615,1638.6555,390000.0,238.0,24375.0,,6080.0,0.000240272,0.1,2.5913532 +2734.97,2514.5293,0.35075164,1639.3442,400000.0,244.0,25000.0,,6240.0,0.000240016,0.1,2.5602531 +2655.01,2517.9556,0.20350172,1640.0,410000.0,250.0,25625.0,,6400.0,0.00023976,0.1,2.583466 +2776.54,2524.1123,0.24329688,1640.625,420000.0,256.0,26250.0,,6560.0,0.000239504,0.1,2.574408 +2726.2,2528.8123,0.3488583,1641.2213,430000.0,262.0,26875.0,,6688.0,0.0002392992,0.1,2.59155 +2606.11,2530.5688,0.21057051,1641.791,440000.0,268.0,27500.0,,6848.0,0.0002390432,0.1,2.6725829 +2697.66,2534.282,0.32233682,1642.3358,450000.0,274.0,28125.0,,7008.0,0.0002387872,0.1,2.5860782 +2661.93,2537.057,0.29798838,1642.8572,460000.0,280.0,28750.0,,7168.0,0.0002385312,0.1,2.5692034 +2754.05,2541.6736,0.31253323,1643.3567,470000.0,286.0,29375.0,,7328.0,0.0002382752,0.1,2.50768 +2711.76,2545.217,0.19583073,1643.8356,480000.0,292.0,30000.0,,7488.0,0.0002380192,0.1,2.4808683 +2631.17,2546.9712,0.235336,1638.796,490000.0,299.0,30625.0,,7648.0,0.0002377632,0.1,2.3902817 +2713.06,2550.2932,0.2286145,1639.3442,500000.0,305.0,31250.0,,7808.0,0.0002375072,0.1,2.3998072 +2795.95,2555.11,0.2283644,1639.8713,510000.0,311.0,31875.0,,7968.0,0.0002372512,0.1,2.4253755 +2978.02,2563.2427,0.30616912,1645.5696,520000.0,316.0,32500.0,,8096.0,0.0002370464,0.1,2.4926775 +2994.01,2571.3706,0.37885377,1645.9628,530000.0,322.0,33125.0,,8256.0,0.0002367904,0.1,2.4490314 +3032.47,2579.9094,0.3360122,1646.3414,540000.0,328.0,33750.0,,8416.0,0.0002365344,0.1,2.380608 +3102.23,2589.4062,0.2860363,1646.7065,550000.0,334.0,34375.0,,8576.0,0.0002362784,0.1,2.4477792 +3147.27,2599.3677,0.36751074,1647.0588,560000.0,340.0,35000.0,,8736.0,0.0002360224,0.1,2.462091 +3270.05,2611.134,0.33365226,1647.3988,570000.0,346.0,35625.0,,8896.0,0.0002357664,0.1,2.4395535 +3268.74,2622.472,0.23085952,1652.4216,580000.0,351.0,36250.0,,9056.0,0.0002355104,0.1,2.4478636 +3262.76,2633.3245,0.20240463,1652.661,590000.0,357.0,36875.0,,9216.0,0.0002352544,0.1,2.4431994 +3123.16,2641.4883,0.2999973,1652.8926,600000.0,363.0,37500.0,,9344.0,0.0002350496,0.1,2.4354382 +3068.5,2648.4885,0.16522272,1653.1166,610000.0,369.0,38125.0,,9504.0,0.0002347936,0.1,2.4398074 +3202.64,2657.4265,0.29095468,1653.3334,620000.0,375.0,38750.0,,9664.0,0.0002345376,0.1,2.4450371 +3169.09,2665.548,0.32292253,1653.5433,630000.0,381.0,39375.0,,9824.0,0.0002342816,0.1,2.3748362 +3111.65,2672.5186,0.121877775,1649.4845,640000.0,388.0,40000.0,,9984.0,0.0002340256,0.1,2.5054567 +3157.6,2679.9812,0.19558282,1649.7462,650000.0,394.0,40625.0,,10144.0,0.0002337696,0.1,2.5188408 +3209.25,2688.0005,0.32365826,1650.0,660000.0,400.0,41250.0,,10304.0,0.0002335136,0.1,2.4393373 +3221.19,2695.9585,0.16369712,1650.2463,670000.0,406.0,41875.0,,10464.0,0.0002332576,0.1,2.4954367 +3134.65,2702.41,0.18428198,1650.4855,680000.0,412.0,42500.0,,10624.0,0.0002330016,0.1,2.439979 +2942.47,2705.8892,0.3012763,1650.7177,690000.0,418.0,43125.0,,10752.0,0.0002327968,0.1,2.4557648 +2831.96,2707.69,0.28685832,1650.9434,700000.0,424.0,43750.0,,10912.0,0.0002325408,0.1,2.3996892 +2872.13,2710.0059,0.27681592,1651.1628,710000.0,430.0,44375.0,,11072.0,0.0002322848,0.1,2.5035543 +2973.54,2713.6665,0.33877468,1647.5973,720000.0,437.0,45000.0,,11232.0,0.0002320288,0.1,2.5167012 +2858.6,2715.6519,0.24578246,1644.1442,730000.0,444.0,45625.0,,11392.0,0.0002317728,0.1,2.492251 +2795.54,2716.7314,0.2760561,1644.4445,740000.0,450.0,46250.0,,11552.0,0.0002315168,0.1,2.4722857 +2812.02,2718.002,0.13647032,1644.7368,750000.0,456.0,46875.0,,11712.0,0.0002312608,0.1,2.4610167 +2890.06,2720.2659,0.32049605,1645.0216,760000.0,462.0,47500.0,,11872.0,0.0002310048,0.1,2.3836546 +3087.97,2725.0413,0.15703304,1645.2992,770000.0,468.0,48125.0,,12000.0,0.0002308,0.1,2.339243 +3105.85,2729.9233,0.2366724,1645.5696,780000.0,474.0,48750.0,,12160.0,0.000230544,0.1,2.3215032 +3057.03,2734.064,0.25254205,1645.8334,790000.0,480.0,49375.0,,12320.0,0.000230288,0.1,2.3872252 +2946.03,2736.7134,0.27258098,1646.0906,800000.0,486.0,50000.0,,12480.0,0.000230032,0.1,2.2502608 +2937.1,2739.1873,0.2788937,1646.3414,810000.0,492.0,50625.0,,12640.0,0.000229776,0.1,2.2793832 +2958.27,2741.859,0.32015717,1646.5863,820000.0,498.0,51250.0,,12800.0,0.00022952,0.1,2.2612996 +3060.24,2745.6948,0.29114464,1646.8254,830000.0,504.0,51875.0,,12960.0,0.000229264,0.1,2.2927637 +2910.99,2747.6626,0.32255605,1647.0588,840000.0,510.0,52500.0,,13120.0,0.000229008,0.1,2.3040543 +3058.78,2751.3228,0.33429128,1647.2869,850000.0,516.0,53125.0,,13280.0,0.000228752,0.1,2.3118196 +2984.6,2754.0352,0.15234028,1647.5095,860000.0,522.0,53750.0,,13408.0,0.0002285472,0.1,2.3088195 +3017.55,2757.0642,0.30018756,1650.8539,870000.0,527.0,54375.0,,13568.0,0.0002282912,0.1,2.2480702 +3190.74,2761.9927,0.42836404,1647.9401,880000.0,534.0,55000.0,,13728.0,0.0002280352,0.1,2.1487546 +3147.82,2766.328,0.2816746,1648.1482,890000.0,540.0,55625.0,,13888.0,0.0002277792,0.1,2.1852262 +3211.4,2771.2732,0.2858039,1648.3517,900000.0,546.0,56250.0,,14048.0,0.0002275232,0.1,2.2701554 +3239.0,2776.4128,0.27369365,1645.5696,910000.0,553.0,56875.0,,14208.0,0.0002272672,0.1,2.2163432 +3212.5,2781.153,0.2694196,1648.7455,920000.0,558.0,57500.0,,14368.0,0.0002270112,0.1,2.3171964 +3215.14,2785.8196,0.14502342,1648.9362,930000.0,564.0,58125.0,,14528.0,0.0002267552,0.1,2.2881873 +3269.85,2790.9688,0.12299672,1649.1228,940000.0,570.0,58750.0,,14656.0,0.0002265504,0.1,2.3526967 +3299.38,2796.3203,0.33987722,1652.174,950000.0,575.0,59375.0,,14816.0,0.0002262944,0.1,2.4029093 +3129.97,2799.7961,0.19342911,1649.4845,960000.0,582.0,60000.0,,14976.0,0.0002260384,0.1,2.348866 +3106.53,2802.9585,0.22586241,1649.6599,970000.0,588.0,60625.0,,15136.0,0.0002257824,0.1,2.425723 +2953.71,2804.4968,0.1900934,1649.8317,980000.0,594.0,61250.0,,15296.0,0.0002255264,0.1,2.4914908 +2923.9,2805.703,0.08955913,1650.0,990000.0,600.0,61875.0,,15456.0,0.0002252704,0.1,2.4634507 +2883.8,2806.4841,0.16294341,1650.165,1000000.0,606.0,62500.0,,15616.0,0.0002250144,0.1,2.4446163 +2784.33,2821.9795,0.33478805,1650.3268,1010000.0,612.0,63125.0,,15776.0,0.0002247584,0.1,2.321216 +2901.35,2833.5557,0.19059657,1650.4855,1020000.0,618.0,63750.0,,15936.0,0.0002245024,0.1,2.3581808 +2817.19,2841.4963,0.16757913,1650.641,1030000.0,624.0,64375.0,,16064.0,0.0002242976,0.1,2.4168355 +2866.06,2849.0344,0.1760582,1650.7937,1040000.0,630.0,65000.0,,16224.0,0.0002240416,0.1,2.385633 +2827.48,2855.2793,0.23484,1650.9434,1050000.0,636.0,65625.0,,16384.0,0.0002237856,0.1,2.3422813 +2919.44,2863.265,0.19390501,1651.0903,1060000.0,642.0,66250.0,,16544.0,0.0002235296,0.1,2.31467 +2970.12,2871.1265,0.30075276,1651.2346,1070000.0,648.0,66875.0,,16704.0,0.0002232736,0.1,2.3573174 +3056.86,2879.4233,0.27236167,1651.3761,1080000.0,654.0,67500.0,,16864.0,0.0002230176,0.1,2.345602 +2964.01,2886.2542,0.23942882,1651.5151,1090000.0,660.0,68125.0,,17024.0,0.0002227616,0.1,2.3566568 +3182.08,2896.267,0.18706252,1651.6516,1100000.0,666.0,68750.0,,17184.0,0.0002225056,0.1,2.3134556 +3202.9,2906.2112,0.16749582,1651.7858,1110000.0,672.0,69375.0,,17312.0,0.0002223008,0.1,2.277595 +3268.82,2916.3643,0.16962115,1649.4845,1120000.0,679.0,70000.0,,17472.0,0.0002220448,0.1,2.3639283 +3317.66,2924.939,0.14905335,1649.635,1130000.0,685.0,70625.0,,17632.0,0.0002217888,0.1,2.321312 +3179.91,2932.3835,0.17935425,1652.174,1140000.0,690.0,71250.0,,17792.0,0.0002215328,0.1,2.3665612 +2999.61,2937.2812,0.14055723,1652.2988,1150000.0,696.0,71875.0,,17952.0,0.0002212768,0.1,2.3265824 +3090.21,2942.3206,0.31693095,1652.4216,1160000.0,702.0,72500.0,,18112.0,0.0002210208,0.1,2.3016386 +3000.37,2946.0188,0.16654973,1652.5424,1170000.0,708.0,73125.0,,18272.0,0.0002207648,0.1,2.3711941 +3032.75,2948.979,0.19586481,1652.661,1180000.0,714.0,73750.0,,18432.0,0.0002205088,0.1,2.379335 +3136.17,2953.1694,0.33584982,1652.7778,1190000.0,720.0,74375.0,,18592.0,0.0002202528,0.1,2.3511014 +3121.34,2958.0032,0.116356984,1652.8926,1200000.0,726.0,75000.0,,18720.0,0.000220048,0.1,2.4254148 +3191.92,2964.5671,0.21791498,1653.0055,1210000.0,732.0,75625.0,,18880.0,0.000219792,0.1,2.369778 +3174.0,2970.6787,0.16529205,1653.1166,1220000.0,738.0,76250.0,,19040.0,0.000219536,0.1,2.3067577 +3111.59,2976.4072,0.25283867,1653.2258,1230000.0,744.0,76875.0,,19200.0,0.00021928,0.1,2.3765297 +3091.49,2981.6606,0.18228152,1653.3334,1240000.0,750.0,77500.0,,19360.0,0.000219024,0.1,2.352219 +3073.61,2986.644,0.23715939,1653.4392,1250000.0,756.0,78125.0,,19520.0,0.000218768,0.1,2.2850084 +2936.78,2989.7122,0.23369959,1653.5433,1260000.0,762.0,78750.0,,19680.0,0.000218512,0.1,2.3088527 +2872.63,2990.7485,0.14701009,1653.6459,1270000.0,768.0,79375.0,,19840.0,0.000218256,0.1,2.4046247 +2959.36,2992.6575,0.17762057,1653.7468,1280000.0,774.0,80000.0,,20000.0,0.000218,0.1,2.2604308 +2968.46,2994.51,0.230741,1653.8462,1290000.0,780.0,80625.0,,20128.0,0.0002177952,0.1,2.3066 +2919.83,2995.225,0.26228648,1653.944,1300000.0,786.0,81250.0,,20288.0,0.0002175392,0.1,2.3005702 +2823.97,2993.6973,0.267194,1656.1315,1310000.0,791.0,81875.0,,20448.0,0.0002172832,0.1,2.24674 +2722.49,2990.7727,0.16524616,1654.1354,1320000.0,798.0,82500.0,,20608.0,0.0002170272,0.1,2.3034453 +2806.49,2989.6387,0.21922493,1652.174,1330000.0,805.0,83125.0,,20768.0,0.0002167712,0.1,2.3161435 +2745.56,2988.269,0.16028927,1652.2811,1340000.0,811.0,83750.0,,20928.0,0.0002165152,0.1,2.3150496 +2756.35,2988.3452,0.15233357,1652.3868,1350000.0,817.0,84375.0,,21088.0,0.0002162592,0.1,2.3131025 +2712.46,2986.4226,0.17196058,1652.4908,1360000.0,823.0,85000.0,,21248.0,0.0002160032,0.1,2.3743672 +2851.73,2985.6572,0.21835591,1654.5894,1370000.0,828.0,85625.0,,21376.0,0.0002157984,0.1,2.3652647 +2921.01,2987.4678,0.22942355,1654.6763,1380000.0,834.0,86250.0,,21536.0,0.0002155424,0.1,2.3354568 +3053.12,2991.3362,0.14391631,1654.762,1390000.0,840.0,86875.0,,21696.0,0.0002152864,0.1,2.404007 +3021.28,2994.1995,0.25756657,1654.8463,1400000.0,846.0,87500.0,,21856.0,0.0002150304,0.1,2.3617945 +3097.06,2998.6204,0.12502699,1652.9895,1410000.0,853.0,88125.0,,22016.0,0.0002147744,0.1,2.3606093 +3027.09,3001.1257,0.26183084,1653.085,1420000.0,859.0,88750.0,,22176.0,0.0002145184,0.1,2.324445 +3043.47,3004.2983,0.1487348,1653.1792,1430000.0,865.0,89375.0,,22336.0,0.0002142624,0.1,2.3399322 +2904.1,3007.2783,0.17169061,1653.2721,1440000.0,871.0,90000.0,,22496.0,0.0002140064,0.1,2.3139372 +2747.8,3007.7798,0.250689,1653.3638,1450000.0,877.0,90625.0,,22656.0,0.0002137504,0.1,2.3564882 +2714.7,3008.3076,0.10112131,1653.4541,1460000.0,883.0,91250.0,,22784.0,0.0002135456,0.1,2.427455 +2560.11,3006.3682,0.22716588,1655.4054,1470000.0,888.0,91875.0,,22944.0,0.0002132896,0.1,2.2459693 +2548.9,3004.7397,0.20999403,1653.6312,1480000.0,895.0,92500.0,,23104.0,0.0002130336,0.1,2.3162308 +2501.0,3003.4377,0.22702909,1651.8846,1490000.0,902.0,93125.0,,23264.0,0.0002127776,0.1,2.3471808 +2611.59,3002.423,0.20707715,1650.165,1500000.0,909.0,93750.0,,23424.0,0.0002125216,0.1,2.3231916 +2756.48,3002.0283,0.1504215,1652.0787,1510000.0,914.0,94375.0,,23584.0,0.0002122656,0.1,2.3064804 +2811.63,3000.3643,0.3514219,1650.38,1520000.0,921.0,95000.0,,23744.0,0.0002120096,0.1,2.2546015 +2933.07,2999.755,0.29772675,1650.4855,1530000.0,927.0,95625.0,,23904.0,0.0002117536,0.1,2.2681434 +3070.19,3000.132,0.2839189,1652.3605,1540000.0,932.0,96250.0,,24032.0,0.0002115488,0.1,2.2211192 +3082.4,2999.934,0.18373093,1652.452,1550000.0,938.0,96875.0,,24192.0,0.0002112928,0.1,2.2514586 +3135.29,2999.814,0.14971273,1652.5424,1560000.0,944.0,97500.0,,24352.0,0.0002110368,0.1,2.2302675 +3095.26,2998.0662,0.2686212,1652.6316,1570000.0,950.0,98125.0,,24512.0,0.0002107808,0.1,2.1637387 +3092.05,2996.2993,0.21895714,1652.7196,1580000.0,956.0,98750.0,,24672.0,0.0002105248,0.1,2.310976 +3141.89,2995.0903,0.20739174,1652.8066,1590000.0,962.0,99375.0,,24832.0,0.0002102688,0.1,2.2483501 +3037.48,2994.2336,0.15694484,1652.8926,1600000.0,968.0,100000.0,,24992.0,0.0002100128,0.1,2.3479242 +2889.0,2992.4387,0.13915655,1652.9774,1610000.0,974.0,100625.0,,25152.0,0.0002097568,0.1,2.3066082 +2800.69,2988.419,0.26403904,1653.0613,1620000.0,980.0,101250.0,,25312.0,0.0002095008,0.1,2.044579 +2769.95,2984.4277,0.25554144,1653.144,1630000.0,986.0,101875.0,,25440.0,0.000209296,0.1,2.1532578 +2869.08,2982.0022,0.19716716,1653.2258,1640000.0,992.0,102500.0,,25600.0,0.00020904,0.1,2.264401 +2816.59,2978.5923,0.23815407,1651.6516,1650000.0,999.0,103125.0,,25760.0,0.000208784,0.1,2.1108978 +2789.93,2974.3992,0.21084176,1650.0994,1660000.0,1006.0,103750.0,,25920.0,0.000208528,0.1,2.2287695 +2755.01,2969.7375,0.20158719,1648.5686,1670000.0,1013.0,104375.0,,26080.0,0.000208272,0.1,2.1767578 +2774.95,2966.1404,0.20508043,1648.6752,1680000.0,1019.0,105000.0,,26240.0,0.000208016,0.1,2.2192209 +2813.46,2964.85,0.1660262,1648.7805,1690000.0,1025.0,105625.0,,26400.0,0.00020776,0.1,2.1925263 +2744.6,2963.9763,0.22595942,1648.8845,1700000.0,1031.0,106250.0,,26560.0,0.000207504,0.1,2.0977888 +2601.46,2961.2698,0.2714626,1648.9874,1710000.0,1037.0,106875.0,,26688.0,0.0002072992,0.1,2.1707916 +2596.57,2957.5002,0.19002731,1647.5095,1720000.0,1044.0,107500.0,,26848.0,0.0002070432,0.1,2.2272873 +2851.89,2957.4329,0.27779612,1646.0514,1730000.0,1051.0,108125.0,,27008.0,0.0002067872,0.1,2.2427733 +2986.66,2959.3445,0.30775914,1646.1685,1740000.0,1057.0,108750.0,,27168.0,0.0002065312,0.1,2.2040954 +2968.05,2960.9043,0.2572847,1646.284,1750000.0,1063.0,109375.0,,27328.0,0.0002062752,0.1,2.1983366 +2945.92,2961.4631,0.28604266,1646.3986,1760000.0,1069.0,110000.0,,27488.0,0.0002060192,0.1,2.101067 +3018.57,2960.7688,0.15161969,1646.5116,1770000.0,1075.0,110625.0,,27648.0,0.0002057632,0.1,2.204484 +3019.87,2959.9094,0.26697376,1646.6235,1780000.0,1081.0,111250.0,,27808.0,0.0002055072,0.1,2.300067 +2872.3,2958.0618,0.23580295,1646.7341,1790000.0,1087.0,111875.0,,27968.0,0.0002052512,0.1,2.2369711 +2801.21,2956.614,0.12946795,1646.8435,1800000.0,1093.0,112500.0,,28096.0,0.0002050464,0.1,2.2389185 +2664.13,2953.884,0.29338872,1646.9518,1810000.0,1099.0,113125.0,,28256.0,0.0002047904,0.1,2.2444508 +2902.39,2953.3252,0.3963672,1647.0588,1820000.0,1105.0,113750.0,,28416.0,0.0002045344,0.1,2.0733006 +2826.93,2950.9922,0.19568951,1647.1647,1830000.0,1111.0,114375.0,,28576.0,0.0002042784,0.1,2.1906128 +3022.04,2952.1025,0.255103,1645.796,1840000.0,1118.0,115000.0,,28736.0,0.0002040224,0.1,2.2475507 +3051.83,2952.0332,0.22909299,1645.9075,1850000.0,1124.0,115625.0,,28896.0,0.0002037664,0.1,2.171276 +3168.22,2953.8694,0.19715367,1646.0177,1860000.0,1130.0,116250.0,,29056.0,0.0002035104,0.1,2.206238 +3187.93,2955.5735,0.2929419,1646.1267,1870000.0,1136.0,116875.0,,29216.0,0.0002032544,0.1,2.2713823 +3238.32,2956.0493,0.18789874,1647.6775,1880000.0,1141.0,117500.0,,29344.0,0.0002030496,0.1,2.2565203 +3191.03,2956.4812,0.2075472,1646.3414,1890000.0,1148.0,118125.0,,29504.0,0.0002027936,0.1,2.1655762 +3339.25,2957.7593,0.3485195,1646.4471,1900000.0,1154.0,118750.0,,29664.0,0.0002025376,0.1,2.1928139 +3402.11,2959.3909,0.28557655,1646.5518,1910000.0,1160.0,119375.0,,29824.0,0.0002022816,0.1,2.2487464 +3427.38,2961.5398,0.24950162,1646.6553,1920000.0,1166.0,120000.0,,29984.0,0.0002020256,0.1,2.1420734 +3464.57,2964.0337,0.26812246,1646.7577,1930000.0,1172.0,120625.0,,30144.0,0.0002017696,0.1,2.2015781 +3482.73,2966.162,0.21144958,1646.8591,1940000.0,1178.0,121250.0,,30304.0,0.0002015136,0.1,2.2077775 +3612.48,2969.2932,0.22100876,1645.5696,1950000.0,1185.0,121875.0,,30464.0,0.0002012576,0.1,2.2438726 +3579.7,2973.7903,0.16386263,1645.6759,1960000.0,1191.0,122500.0,,30624.0,0.0002010016,0.1,2.0267327 +3424.02,2976.9656,0.22418216,1647.1572,1970000.0,1196.0,123125.0,,30752.0,0.0002007968,0.1,2.1980143 +3476.2,2982.1904,0.2777789,1647.2545,1980000.0,1202.0,123750.0,,30912.0,0.0002005408,0.1,2.0745997 +3451.69,2987.4685,0.19307761,1647.351,1990000.0,1208.0,124375.0,,31072.0,0.0002002848,0.1,2.026898 +3427.59,2992.9062,0.16584095,1647.4464,2000000.0,1214.0,125000.0,,31232.0,0.0002000288,0.1,2.0354307 +3473.52,2999.7983,0.12740338,1647.541,2010000.0,1220.0,125625.0,,31392.0,0.0001997728,0.1,2.103177 +3371.2,3004.4968,0.26547906,1647.6346,2020000.0,1226.0,126250.0,,31552.0,0.0001995168,0.1,2.1227694 +3224.38,3008.5688,0.2739559,1647.7273,2030000.0,1232.0,126875.0,,31712.0,0.0001992608,0.1,2.1210916 +3319.33,3013.1016,0.18877023,1647.8191,2040000.0,1238.0,127500.0,,31872.0,0.0001990048,0.1,2.0446377 +3114.2,3015.9685,0.22219408,1647.9099,2050000.0,1244.0,128125.0,,32000.0,0.0001988,0.1,1.9662538 +3088.22,3017.6562,0.22174317,1648.0,2060000.0,1250.0,128750.0,,32160.0,0.000198544,0.1,2.050149 +2979.08,3017.7463,0.2523481,1648.0891,2070000.0,1256.0,129375.0,,32320.0,0.000198288,0.1,2.037808 +2946.6,3016.6436,0.23752193,1648.1775,2080000.0,1262.0,130000.0,,32480.0,0.000198032,0.1,2.0835605 +2855.86,3015.5623,0.18691781,1646.9661,2090000.0,1269.0,130625.0,,32640.0,0.000197776,0.1,2.0848224 +2912.37,3012.865,0.15757175,1647.0588,2100000.0,1275.0,131250.0,,32800.0,0.00019752,0.1,1.9070506 +2887.03,3009.7063,0.21313803,1647.1506,2110000.0,1281.0,131875.0,,32960.0,0.000197264,0.1,1.9765317 +2819.18,3005.21,0.20748243,1647.2417,2120000.0,1287.0,132500.0,,33120.0,0.000197008,0.1,1.9523361 +2786.84,2999.9019,0.12438592,1647.3318,2130000.0,1293.0,133125.0,,33280.0,0.000196752,0.1,1.9476264 +2807.69,2996.1794,0.20355235,1647.4211,2140000.0,1299.0,133750.0,,33408.0,0.0001965472,0.1,1.964984 +2978.51,2995.9685,0.33116472,1647.5095,2150000.0,1305.0,134375.0,,33568.0,0.0001962912,0.1,1.9451241 +3059.45,2995.6606,0.20541668,1647.5973,2160000.0,1311.0,135000.0,,33728.0,0.0001960352,0.1,2.0375311 +3101.67,2996.6733,0.19054693,1647.6841,2170000.0,1317.0,135625.0,,33888.0,0.0001957792,0.1,2.0680795 +3191.63,2998.2622,0.09859132,1647.7703,2180000.0,1323.0,136250.0,,34048.0,0.0001955232,0.1,2.0207796 +3164.61,2998.547,0.14157584,1647.8556,2190000.0,1329.0,136875.0,,34208.0,0.0001952672,0.1,2.005347 +3121.66,2998.55,0.2000997,1647.9401,2200000.0,1335.0,137500.0,,34368.0,0.0001950112,0.1,2.0135534 +3211.0,2998.741,0.21404134,1648.0238,2210000.0,1341.0,138125.0,,34528.0,0.0001947552,0.1,1.8763835 +3153.18,2998.5327,0.20948409,1649.3313,2220000.0,1346.0,138750.0,,34656.0,0.0001945504,0.1,1.9914136 +3179.74,2999.2146,0.25763592,1648.1892,2230000.0,1353.0,139375.0,,34816.0,0.0001942944,0.1,1.9862258 +3087.02,2999.1697,0.22246051,1648.2708,2240000.0,1359.0,140000.0,,34976.0,0.0001940384,0.1,2.0899897 +3121.49,2999.6487,0.22328533,1647.1449,2250000.0,1366.0,140625.0,,35136.0,0.0001937824,0.1,2.049044 +3205.85,3002.3394,0.26228175,1648.4318,2260000.0,1371.0,141250.0,,35296.0,0.0001935264,0.1,2.1631055 +3278.32,3006.396,0.23618415,1648.5112,2270000.0,1377.0,141875.0,,35456.0,0.0001932704,0.1,1.9300077 +3326.6,3010.068,0.41314915,1648.59,2280000.0,1383.0,142500.0,,35616.0,0.0001930144,0.1,2.0950391 +3314.05,3013.5244,0.25915515,1648.6681,2290000.0,1389.0,143125.0,,35776.0,0.0001927584,0.1,1.9990317 +3283.83,3017.1643,0.14373912,1648.7455,2300000.0,1395.0,143750.0,,35936.0,0.0001925024,0.1,2.152384 +3235.94,3021.2842,0.31672937,1648.8223,2310000.0,1401.0,144375.0,,36064.0,0.0001922976,0.1,1.9996874 +3319.92,3027.258,0.2421439,1648.8983,2320000.0,1407.0,145000.0,,36224.0,0.0001920416,0.1,2.039591 +3176.54,3030.9587,0.21994397,1648.9738,2330000.0,1413.0,145625.0,,36384.0,0.0001917856,0.1,2.2145298 +3110.1,3034.6038,0.23083827,1649.0486,2340000.0,1419.0,146250.0,,36544.0,0.0001915296,0.1,1.9857788 +2943.21,3036.4724,0.23481451,1649.1228,2350000.0,1425.0,146875.0,,36704.0,0.0001912736,0.1,2.1459177 +2909.09,3038.439,0.15309352,1649.1964,2360000.0,1431.0,147500.0,,36864.0,0.0001910176,0.1,2.0831337 +3142.99,3041.3518,0.1748676,1649.2693,2370000.0,1437.0,148125.0,,37024.0,0.0001907616,0.1,2.080612 +3200.93,3044.1514,0.18762028,1648.1995,2380000.0,1444.0,148750.0,,37184.0,0.0001905056,0.1,1.9588931 +3171.81,3045.338,0.16739768,1649.4133,2390000.0,1449.0,149375.0,,37312.0,0.0001903008,0.1,1.9563544 +3232.23,3047.4473,0.30052805,1649.4845,2400000.0,1455.0,150000.0,,37472.0,0.0001900448,0.1,2.04738 +3376.35,3050.24,0.15115358,1649.555,2410000.0,1461.0,150625.0,,37632.0,0.0001897888,0.1,2.1138694 +3329.15,3053.2607,0.22660981,1649.6251,2420000.0,1467.0,151250.0,,37792.0,0.0001895328,0.1,2.0602186 +3407.17,3056.8975,0.174783,1648.5753,2430000.0,1474.0,151875.0,,37952.0,0.0001892768,0.1,1.971972 +2997.1,3057.8274,0.23391491,1648.6487,2440000.0,1480.0,152500.0,,38112.0,0.0001890208,0.1,2.0030215 +2961.68,3059.9666,0.21657318,1648.7214,2450000.0,1486.0,153125.0,,38272.0,0.0001887648,0.1,1.9799044 +2914.24,3061.962,0.15231761,1647.6892,2460000.0,1493.0,153750.0,,38432.0,0.0001885088,0.1,1.8715456 +2901.63,3065.3772,0.23174605,1647.7651,2470000.0,1499.0,154375.0,,38592.0,0.0001882528,0.1,2.0773435 +2955.05,3069.439,0.1303729,1648.9362,2480000.0,1504.0,155000.0,,38720.0,0.000188048,0.1,1.9001515 +2999.27,3074.4216,0.20468895,1647.9153,2490000.0,1511.0,155625.0,,38880.0,0.000187792,0.1,1.9530038 +3101.49,3079.3206,0.21286245,1647.9895,2500000.0,1517.0,156250.0,,39040.0,0.000187536,0.1,1.9444588 +3203.06,3083.7866,0.25166255,1648.063,2510000.0,1523.0,156875.0,,39200.0,0.00018728,0.1,1.9180286 +3284.16,3088.512,0.23305342,1648.136,2520000.0,1529.0,157500.0,,39360.0,0.000187024,0.1,1.8802967 +3281.67,3091.9976,0.21805704,1648.2085,2530000.0,1535.0,158125.0,,39520.0,0.000186768,0.1,1.9497306 +3423.59,3095.5315,0.22511052,1648.2804,2540000.0,1541.0,158750.0,,39680.0,0.000186512,0.1,1.8479474 +3423.68,3098.944,0.17592567,1648.3517,2550000.0,1547.0,159375.0,,39840.0,0.000186256,0.1,1.8666689 +3303.22,3100.6235,0.1603201,1648.4224,2560000.0,1553.0,160000.0,,40000.0,0.000186,0.1,1.8955355 +3241.12,3102.0823,0.14192228,1648.4927,2570000.0,1559.0,160625.0,,40128.0,0.0001857952,0.1,1.9708911 +3353.14,3104.6929,0.18029651,1648.5623,2580000.0,1565.0,161250.0,,40288.0,0.0001855392,0.1,1.9444726 +3512.93,3108.4033,0.17713368,1648.6315,2590000.0,1571.0,161875.0,,40448.0,0.0001852832,0.1,1.9563538 +3558.34,3113.6123,0.1402942,1648.7001,2600000.0,1577.0,162500.0,,40608.0,0.0001850272,0.1,2.0093815 +3378.96,3118.5115,0.19567256,1648.7682,2610000.0,1583.0,163125.0,,40768.0,0.0001847712,0.1,1.9849226 +3450.08,3125.0059,0.29413146,1648.8357,2620000.0,1589.0,163750.0,,40928.0,0.0001845152,0.1,1.9888352 +3598.04,3133.2869,0.34956273,1648.9028,2630000.0,1595.0,164375.0,,41088.0,0.0001842592,0.1,1.9510221 +3721.9,3141.815,0.21892564,1648.9694,2640000.0,1601.0,165000.0,,41248.0,0.0001840032,0.1,1.9678624 +3687.19,3150.521,0.23156787,1650.0623,2650000.0,1606.0,165625.0,,41376.0,0.0001837984,0.1,1.9651195 +3509.46,3157.7158,0.15412053,1650.124,2660000.0,1612.0,166250.0,,41536.0,0.0001835424,0.1,2.092072 +3556.55,3165.732,0.2765128,1650.1854,2670000.0,1618.0,166875.0,,41696.0,0.0001832864,0.1,1.9451249 +3698.15,3174.9639,0.17677462,1650.2463,2680000.0,1624.0,167500.0,,41856.0,0.0001830304,0.1,1.9306415 +3636.73,3183.1963,0.116530985,1650.3068,2690000.0,1630.0,168125.0,,42016.0,0.0001827744,0.1,2.054377 +3516.14,3190.9111,0.31720504,1650.3667,2700000.0,1636.0,168750.0,,42176.0,0.0001825184,0.1,1.9241824 +3404.04,3198.9373,0.19530302,1649.4218,2710000.0,1643.0,169375.0,,42336.0,0.0001822624,0.1,1.8553772 +3302.41,3205.9954,0.33107913,1649.4845,2720000.0,1649.0,170000.0,,42496.0,0.0001820064,0.1,1.8496673 +3359.75,3211.074,0.20323771,1649.5469,2730000.0,1655.0,170625.0,,42656.0,0.0001817504,0.1,1.8866391 +3279.79,3214.0054,0.14914882,1650.6024,2740000.0,1660.0,171250.0,,42784.0,0.0001815456,0.1,1.9476148 +3161.68,3215.942,0.11658233,1650.6603,2750000.0,1666.0,171875.0,,42944.0,0.0001812896,0.1,1.8994495 +3178.24,3218.2654,0.18041396,1649.7311,2760000.0,1673.0,172500.0,,43104.0,0.0001810336,0.1,1.9591243 +3268.63,3220.7659,0.19487333,1649.7915,2770000.0,1679.0,173125.0,,43264.0,0.0001807776,0.1,1.9095151 +3300.21,3223.5696,0.20403685,1648.873,2780000.0,1686.0,173750.0,,43424.0,0.0001805216,0.1,1.7446947 +3392.13,3228.7676,0.28635502,1648.9362,2790000.0,1692.0,174375.0,,43584.0,0.0001802656,0.1,1.7220532 +3376.28,3234.518,0.1449259,1648.9988,2800000.0,1698.0,175000.0,,43744.0,0.0001800096,0.1,1.9571269 +3374.13,3241.6182,0.25232977,1649.061,2810000.0,1704.0,175625.0,,43904.0,0.0001797536,0.1,1.912977 +3333.83,3245.9326,0.19740851,1650.0878,2820000.0,1709.0,176250.0,,44032.0,0.0001795488,0.1,1.8249215 +3213.53,3249.7983,0.16004276,1650.1458,2830000.0,1715.0,176875.0,,44192.0,0.0001792928,0.1,1.9472817 +3274.45,3252.3225,0.19731818,1650.2034,2840000.0,1721.0,177500.0,,44352.0,0.0001790368,0.1,1.9323349 +3164.48,3253.449,0.13624057,1650.2606,2850000.0,1727.0,178125.0,,44512.0,0.0001787808,0.1,2.0265934 +3126.11,3253.028,0.21346186,1650.3174,2860000.0,1733.0,178750.0,,44672.0,0.0001785248,0.1,1.9379374 +3107.24,3252.2212,0.368649,1650.3738,2870000.0,1739.0,179375.0,,44832.0,0.0001782688,0.1,1.9853755 +3006.17,3249.8997,0.25494713,1650.4298,2880000.0,1745.0,180000.0,,44992.0,0.0001780128,0.1,1.9352958 +3199.41,3249.9834,0.36190176,1650.4855,2890000.0,1751.0,180625.0,,45152.0,0.0001777568,0.1,2.0238333 +3302.7,3249.618,0.22579719,1650.5406,2900000.0,1757.0,181250.0,,45312.0,0.0001775008,0.1,2.04538 +3153.72,3247.1338,0.24555096,1650.5956,2910000.0,1763.0,181875.0,,45440.0,0.000177296,0.1,1.9612458 +3212.75,3244.9875,0.22630188,1650.65,2920000.0,1769.0,182500.0,,45600.0,0.00017704,0.1,2.0360413 +3133.75,3241.6794,0.16848792,1651.6348,2930000.0,1774.0,183125.0,,45760.0,0.000176784,0.1,2.0017364 +3159.95,3238.4517,0.24781828,1651.6854,2940000.0,1780.0,183750.0,,45920.0,0.000176528,0.1,1.9981863 +3160.23,3233.9287,0.23076464,1650.8114,2950000.0,1787.0,184375.0,,46080.0,0.000176272,0.1,2.1264372 +3145.08,3229.583,0.23999238,1650.8645,2960000.0,1793.0,185000.0,,46240.0,0.000176016,0.1,1.9581677 +3056.02,3225.903,0.18621354,1650.9172,2970000.0,1799.0,185625.0,,46400.0,0.00017576,0.1,1.8067372 +3002.62,3221.1672,0.24290946,1650.0554,2980000.0,1806.0,186250.0,,46560.0,0.000175504,0.1,1.9368336 +3005.83,3216.709,0.21896073,1650.1104,2990000.0,1812.0,186875.0,,46688.0,0.0001752992,0.1,2.0380034 +2968.65,3212.1194,0.18021283,1650.165,3000000.0,1818.0,187500.0,,46848.0,0.0001750432,0.1,1.8981096 +2860.67,3205.991,0.11632113,1650.2192,3010000.0,1824.0,188125.0,,47008.0,0.0001747872,0.1,1.9461989 +2623.68,3198.5156,0.1789082,1651.1755,3020000.0,1829.0,188750.0,,47168.0,0.0001745312,0.1,1.9712739 +2614.7,3192.4187,0.15564908,1651.2262,3030000.0,1835.0,189375.0,,47328.0,0.0001742752,0.1,2.0298972 +2670.04,3185.9253,0.22139513,1651.2765,3040000.0,1841.0,190000.0,,47488.0,0.0001740192,0.1,1.821419 +2711.22,3181.8955,0.1283098,1651.3264,3050000.0,1847.0,190625.0,,47648.0,0.0001737632,0.1,1.9221892 +2871.19,3179.7256,0.23452584,1650.4855,3060000.0,1854.0,191250.0,,47808.0,0.0001735072,0.1,1.9130547 +3088.14,3180.816,0.16804707,1650.5376,3070000.0,1860.0,191875.0,,47968.0,0.0001732512,0.1,1.8646815 +3191.93,3183.2693,0.1289571,1651.4745,3080000.0,1865.0,192500.0,,48096.0,0.0001730464,0.1,1.9991529 +3198.84,3186.699,0.22044565,1651.5232,3090000.0,1871.0,193125.0,,48256.0,0.0001727904,0.1,1.9974844 +3358.16,3191.1572,0.18456012,1651.5717,3100000.0,1877.0,193750.0,,48416.0,0.0001725344,0.1,1.8926415 +3427.86,3196.5657,0.23500115,1651.6198,3110000.0,1883.0,194375.0,,48576.0,0.0001722784,0.1,2.0183356 +3440.55,3202.7793,0.338535,1651.6676,3120000.0,1889.0,195000.0,,48736.0,0.0001720224,0.1,2.0141125 +3371.0,3208.6208,0.2118982,1651.7151,3130000.0,1895.0,195625.0,,48896.0,0.0001717664,0.1,1.9336873 +3182.85,3212.3726,0.19987302,1651.7622,3140000.0,1901.0,196250.0,,49056.0,0.0001715104,0.1,2.0082355 +3167.71,3214.2644,0.18908831,1651.8091,3150000.0,1907.0,196875.0,,49216.0,0.0001712544,0.1,1.8153608 +3026.06,3213.9307,0.16207702,1651.8557,3160000.0,1913.0,197500.0,,49344.0,0.0001710496,0.1,1.9222289 +3024.91,3213.1628,0.22271763,1652.7633,3170000.0,1918.0,198125.0,,49504.0,0.0001707936,0.1,2.0510888 +2984.59,3211.0925,0.2980284,1651.948,3180000.0,1925.0,198750.0,,49664.0,0.0001705376,0.1,1.9641855 +3045.82,3209.9043,0.15280822,1651.9938,3190000.0,1931.0,199375.0,,49824.0,0.0001702816,0.1,1.9354634 +3102.56,3209.7139,0.18044764,1652.0392,3200000.0,1937.0,200000.0,,49984.0,0.0001700256,0.1,2.0142555 +3053.56,3208.1394,0.2773147,1652.935,3210000.0,1942.0,200625.0,,50144.0,0.0001697696,0.1,1.9060473 +3260.69,3209.2144,0.22730692,1652.1293,3220000.0,1949.0,201250.0,,50304.0,0.0001695136,0.1,2.0068562 +3317.06,3210.5874,0.24411795,1652.174,3230000.0,1955.0,201875.0,,50464.0,0.0001692576,0.1,1.9477699 +3383.22,3213.5498,0.18377896,1652.2183,3240000.0,1961.0,202500.0,,50624.0,0.0001690016,0.1,1.8484468 +3376.85,3216.103,0.2662814,1653.1028,3250000.0,1966.0,203125.0,,50752.0,0.0001687968,0.1,1.959097 +3248.18,3216.5266,0.20171733,1653.144,3260000.0,1972.0,203750.0,,50912.0,0.0001685408,0.1,1.7707081 +3356.21,3217.3054,0.21687433,1653.185,3270000.0,1978.0,204375.0,,51072.0,0.0001682848,0.1,1.8519039 +3397.49,3218.0144,0.25981957,1653.2258,3280000.0,1984.0,205000.0,,51232.0,0.0001680288,0.1,1.7334678 +3425.75,3219.1316,0.21581542,1653.2664,3290000.0,1990.0,205625.0,,51392.0,0.0001677728,0.1,1.6322061 +3452.96,3220.8228,0.17455153,1653.3066,3300000.0,1996.0,206250.0,,51552.0,0.0001675168,0.1,1.674983 +3705.16,3225.515,0.363119,1653.3467,3310000.0,2002.0,206875.0,,51712.0,0.0001672608,0.1,1.767405 +3653.85,3228.8538,0.3030045,1653.3865,3320000.0,2008.0,207500.0,,51872.0,0.0001670048,0.1,1.7743111 +3694.98,3234.038,0.22145583,1653.426,3330000.0,2014.0,208125.0,,52000.0,0.0001668,0.1,1.6608448 +3753.68,3240.474,0.18515177,1652.6472,3340000.0,2021.0,208750.0,,52160.0,0.000166544,0.1,1.9143147 +3717.88,3248.2207,0.26157147,1652.6887,3350000.0,2027.0,209375.0,,52320.0,0.000166288,0.1,1.8859991 +3732.83,3256.458,0.19222093,1652.73,3360000.0,2033.0,210000.0,,52480.0,0.000166032,0.1,1.7777156 +3612.69,3261.1553,0.30974588,1652.771,3370000.0,2039.0,210625.0,,52640.0,0.000165776,0.1,1.8624704 +3506.58,3264.212,0.2874323,1652.8118,3380000.0,2045.0,211250.0,,52800.0,0.00016552,0.1,1.6989951 +3563.41,3268.128,0.25198323,1652.8523,3390000.0,2051.0,211875.0,,52960.0,0.000165264,0.1,1.8283591 +3526.21,3271.0679,0.1925294,1652.8926,3400000.0,2057.0,212500.0,,53120.0,0.000165008,0.1,1.7744033 +3623.43,3273.5383,0.295734,1652.9326,3410000.0,2063.0,213125.0,,53280.0,0.000164752,0.1,1.8296084 +3481.08,3275.0579,0.22851045,1653.7717,3420000.0,2068.0,213750.0,,53408.0,0.0001645472,0.1,1.8773894 +3479.33,3275.7798,0.24720207,1653.0121,3430000.0,2075.0,214375.0,,53568.0,0.0001642912,0.1,1.826113 +3457.59,3280.3848,0.21819186,1653.0514,3440000.0,2081.0,215000.0,,53728.0,0.0001640352,0.1,1.8195245 +3366.9,3284.4368,0.13417128,1652.2988,3450000.0,2088.0,215625.0,,53888.0,0.0001637792,0.1,1.8413205 +3388.38,3289.1777,0.17646317,1651.5513,3460000.0,2095.0,216250.0,,54048.0,0.0001635232,0.1,1.8515548 +3482.67,3294.9878,0.17084716,1650.8087,3470000.0,2102.0,216875.0,,54208.0,0.0001632672,0.1,1.7850753 +3435.52,3299.7927,0.17732836,1650.8539,3480000.0,2108.0,217500.0,,54368.0,0.0001630112,0.1,1.9584541 +3439.83,3304.1985,0.26833394,1651.68,3490000.0,2113.0,218125.0,,54528.0,0.0001627552,0.1,1.8118954 +3543.59,3308.6196,0.15187214,1651.7225,3500000.0,2119.0,218750.0,,54656.0,0.0001625504,0.1,1.8469052 +3646.22,3313.0513,0.20560412,1651.7646,3510000.0,2125.0,219375.0,,54816.0,0.0001622944,0.1,1.7358184 +3590.59,3316.1157,0.1619823,1651.8066,3520000.0,2131.0,220000.0,,54976.0,0.0001620384,0.1,1.8499187 +3425.33,3317.5525,0.13520205,1651.8484,3530000.0,2137.0,220625.0,,55136.0,0.0001617824,0.1,1.81856 +3469.55,3318.0122,0.119822994,1651.8899,3540000.0,2143.0,221250.0,,55296.0,0.0001615264,0.1,1.82571 +3443.44,3318.2095,0.1994967,1651.9312,3550000.0,2149.0,221875.0,,55456.0,0.0001612704,0.1,1.9579328 +3530.07,3320.4778,0.18654959,1651.2059,3560000.0,2156.0,222500.0,,55616.0,0.0001610144,0.1,1.9706162 +3456.58,3322.6328,0.25474,1651.2489,3570000.0,2162.0,223125.0,,55776.0,0.0001607584,0.1,1.8597579 +3482.6,3323.9272,0.20352635,1651.2915,3580000.0,2168.0,223750.0,,55936.0,0.0001605024,0.1,1.775434 +3488.74,3323.685,0.2512635,1651.334,3590000.0,2174.0,224375.0,,56064.0,0.0001602976,0.1,1.8522108 +3510.44,3323.2063,0.16970854,1651.3761,3600000.0,2180.0,225000.0,,56224.0,0.0001600416,0.1,1.9554447 +3390.39,3323.3203,0.18850206,1651.4181,3610000.0,2186.0,225625.0,,56384.0,0.0001597856,0.1,1.7760478 +3183.58,3320.6555,0.1735661,1651.4598,3620000.0,2192.0,226250.0,,56544.0,0.0001595296,0.1,1.8935833 +3140.19,3316.077,0.29851693,1651.5013,3630000.0,2198.0,226875.0,,56704.0,0.0001592736,0.1,1.6948857 +2851.53,3307.3735,0.19412209,1651.5426,3640000.0,2204.0,227500.0,,56864.0,0.0001590176,0.1,1.700027 +2840.17,3298.903,0.14083786,1651.5837,3650000.0,2210.0,228125.0,,57024.0,0.0001587616,0.1,1.7654638 +2891.54,3292.7236,0.18839371,1651.6245,3660000.0,2216.0,228750.0,,57184.0,0.0001585056,0.1,1.7469437 +2958.37,3286.7422,0.12716496,1651.6652,3670000.0,2222.0,229375.0,,57312.0,0.0001583008,0.1,1.8589168 +3024.41,3280.0046,0.30988982,1651.7056,3680000.0,2228.0,230000.0,,57472.0,0.0001580448,0.1,1.9105666 +2982.46,3273.4622,0.19822653,1651.7457,3690000.0,2234.0,230625.0,,57632.0,0.0001577888,0.1,1.747899 +3018.24,3268.4832,0.14591268,1651.7858,3700000.0,2240.0,231250.0,,57792.0,0.0001575328,0.1,1.8723104 +3106.46,3265.507,0.16485861,1652.5613,3710000.0,2245.0,231875.0,,57952.0,0.0001572768,0.1,1.9040558 +3131.22,3263.7957,0.14739434,1652.5989,3720000.0,2251.0,232500.0,,58112.0,0.0001570208,0.1,1.8349707 +3069.97,3260.8977,0.16728522,1652.6362,3730000.0,2257.0,233125.0,,58272.0,0.0001567648,0.1,1.7808344 +3067.9,3258.7788,0.1790492,1652.6735,3740000.0,2263.0,233750.0,,58432.0,0.0001565088,0.1,1.9477276 +3109.89,3258.2603,0.1776479,1652.7104,3750000.0,2269.0,234375.0,,58592.0,0.0001562528,0.1,1.715174 +3269.28,3259.171,0.15582688,1652.7472,3760000.0,2275.0,235000.0,,58720.0,0.000156048,0.1,1.8702043 +3303.42,3259.5188,0.18794458,1652.7838,3770000.0,2281.0,235625.0,,58880.0,0.000155792,0.1,1.75166 +3323.08,3259.7476,0.21852167,1652.8203,3780000.0,2287.0,236250.0,,59040.0,0.000155536,0.1,1.8395567 +3327.35,3259.0996,0.22043493,1652.8566,3790000.0,2293.0,236875.0,,59200.0,0.00015528,0.1,1.9548657 +3331.88,3258.6555,0.14203086,1652.8926,3800000.0,2299.0,237500.0,,59360.0,0.000155024,0.1,1.8662245 +3128.24,3256.1968,0.35113296,1652.2117,3810000.0,2306.0,238125.0,,59520.0,0.000154768,0.1,1.8278552 +3111.03,3253.9688,0.24986422,1652.2491,3820000.0,2312.0,238750.0,,59680.0,0.000154512,0.1,1.8795967 +3119.64,3253.03,0.25877568,1652.2865,3830000.0,2318.0,239375.0,,59840.0,0.000154256,0.1,1.8752754 +3117.88,3251.464,0.23786199,1652.3236,3840000.0,2324.0,240000.0,,60000.0,0.000154,0.1,1.8907542 +3007.85,3249.8975,0.16368832,1653.07,3850000.0,2329.0,240625.0,,60128.0,0.0001537952,0.1,1.7537117 +3021.09,3248.8474,0.17921075,1653.105,3860000.0,2335.0,241250.0,,60288.0,0.0001535392,0.1,1.8535157 +3128.17,3249.0571,0.13646138,1652.4338,3870000.0,2342.0,241875.0,,60448.0,0.0001532832,0.1,1.8861902 +3128.12,3250.2766,0.23456441,1652.4702,3880000.0,2348.0,242500.0,,60608.0,0.0001530272,0.1,1.9193945 +3109.66,3249.3792,0.21419442,1652.5063,3890000.0,2354.0,243125.0,,60768.0,0.0001527712,0.1,1.9321427 +3008.72,3246.439,0.24568097,1652.5424,3900000.0,2360.0,243750.0,,60928.0,0.0001525152,0.1,1.8958623 +3112.96,3246.032,0.19100338,1651.88,3910000.0,2367.0,244375.0,,61088.0,0.0001522592,0.1,1.8083657 +3199.56,3245.9,0.20455113,1651.9174,3920000.0,2373.0,245000.0,,61248.0,0.0001520032,0.1,1.8540845 +3040.4,3244.9666,0.19635728,1652.6493,3930000.0,2378.0,245625.0,,61376.0,0.0001517984,0.1,1.8662882 +3027.41,3243.6409,0.26930663,1652.6846,3940000.0,2384.0,246250.0,,61536.0,0.0001515424,0.1,1.7865735 +3071.4,3242.753,0.16766536,1652.7196,3950000.0,2390.0,246875.0,,61696.0,0.0001512864,0.1,1.8887882 +3205.42,3243.3562,0.21844348,1652.7546,3960000.0,2396.0,247500.0,,61856.0,0.0001510304,0.1,1.789726 +3247.82,3245.2742,0.25757027,1652.7893,3970000.0,2402.0,248125.0,,62016.0,0.0001507744,0.1,1.788616 +3250.67,3247.7542,0.19069056,1652.1378,3980000.0,2409.0,248750.0,,62176.0,0.0001505184,0.1,1.8174169 +3220.96,3249.9053,0.16300774,1652.174,3990000.0,2415.0,249375.0,,62336.0,0.0001502624,0.1,1.8995501 +3173.63,3251.9553,0.16215774,1652.2098,4000000.0,2421.0,250000.0,,62496.0,0.0001500064,0.1,1.7975996 +3243.24,3255.7812,0.1635462,1652.2456,4010000.0,2427.0,250625.0,,62656.0,0.0001497504,0.1,1.7695442 +3045.98,3260.0044,0.25985005,1652.9606,4020000.0,2432.0,251250.0,,62784.0,0.0001495456,0.1,1.9820602 +2886.99,3262.7273,0.13563807,1652.3165,4030000.0,2439.0,251875.0,,62944.0,0.0001492896,0.1,1.9473546 +3084.75,3266.8743,0.30108964,1652.3517,4040000.0,2445.0,252500.0,,63104.0,0.0001490336,0.1,1.7894938 +3104.23,3270.8044,0.26658762,1652.3868,4050000.0,2451.0,253125.0,,63264.0,0.0001487776,0.1,1.8470645 +3173.62,3273.8289,0.10212088,1652.4216,4060000.0,2457.0,253750.0,,63424.0,0.0001485216,0.1,1.8156031 +3038.72,3273.3345,0.17832515,1653.1276,4070000.0,2462.0,254375.0,,63584.0,0.0001482656,0.1,1.767486 +3133.78,3272.7532,0.24982154,1653.1604,4080000.0,2468.0,255000.0,,63744.0,0.0001480096,0.1,1.7888892 +3034.22,3271.107,0.31792724,1653.1932,4090000.0,2474.0,255625.0,,63904.0,0.0001477536,0.1,1.7670215 +2793.2,3265.4573,0.34405535,1653.2258,4100000.0,2480.0,256250.0,,64032.0,0.0001475488,0.1,1.8179425 +2738.14,3258.5596,0.17291895,1653.2583,4110000.0,2486.0,256875.0,,64192.0,0.0001472928,0.1,1.766155 +2765.19,3251.8062,0.17902002,1653.2905,4120000.0,2492.0,257500.0,,64352.0,0.0001470368,0.1,1.8293018 +2784.86,3245.945,0.16590339,1653.3226,4130000.0,2498.0,258125.0,,64512.0,0.0001467808,0.1,1.8258734 +2982.54,3243.942,0.26216626,1653.3546,4140000.0,2504.0,258750.0,,64672.0,0.0001465248,0.1,1.7747245 +2985.01,3242.1147,0.26161745,1653.3865,4150000.0,2510.0,259375.0,,64832.0,0.0001462688,0.1,1.6897016 +3045.78,3242.3123,0.159264,1653.4181,4160000.0,2516.0,260000.0,,64992.0,0.0001460128,0.1,1.7321984 +3244.68,3244.5098,0.16204178,1653.4496,4170000.0,2522.0,260625.0,,65152.0,0.0001457568,0.1,1.868674 +3288.0,3247.544,0.2848558,1652.8271,4180000.0,2529.0,261250.0,,65312.0,0.0001455008,0.1,1.7628592 +3361.59,3250.702,0.17625079,1653.5122,4190000.0,2534.0,261875.0,,65440.0,0.000145296,0.1,1.7620245 +3361.13,3253.2876,0.22495437,1653.5433,4200000.0,2540.0,262500.0,,65600.0,0.00014504,0.1,1.7464701 +3388.14,3256.6328,0.18440041,1653.5742,4210000.0,2546.0,263125.0,,65760.0,0.000144784,0.1,1.6829395 +3401.54,3258.0413,0.175872,1653.605,4220000.0,2552.0,263750.0,,65920.0,0.000144528,0.1,1.7026875 +3481.97,3259.6907,0.16758321,1653.6356,4230000.0,2558.0,264375.0,,66080.0,0.000144272,0.1,1.8150272 +3344.42,3259.3022,0.18093249,1653.6661,4240000.0,2564.0,265000.0,,66240.0,0.000144016,0.1,1.8617561 +3159.57,3257.1296,0.15961888,1653.6965,4250000.0,2570.0,265625.0,,66400.0,0.00014376,0.1,1.8552814 +3203.3,3256.681,0.24571928,1654.3689,4260000.0,2575.0,266250.0,,66560.0,0.000143504,0.1,1.875557 +3093.91,3254.058,0.20113438,1654.3975,4270000.0,2581.0,266875.0,,66688.0,0.0001432992,0.1,1.866853 +3105.6,3251.1394,0.2634659,1653.7867,4280000.0,2588.0,267500.0,,66848.0,0.0001430432,0.1,1.82948 +3027.73,3247.1592,0.19328982,1653.8165,4290000.0,2594.0,268125.0,,67008.0,0.0001427872,0.1,1.7793479 +3033.29,3242.9622,0.20380501,1654.4825,4300000.0,2599.0,268750.0,,67168.0,0.0001425312,0.1,1.8142776 +3212.9,3238.0393,0.2033407,1654.5105,4310000.0,2605.0,269375.0,,67328.0,0.0001422752,0.1,1.7868885 +3250.86,3234.01,0.16511273,1654.5385,4320000.0,2611.0,270000.0,,67488.0,0.0001420192,0.1,1.9880836 +3149.11,3228.5513,0.14935581,1653.9343,4330000.0,2618.0,270625.0,,67648.0,0.0001417632,0.1,1.766371 +3242.28,3223.4375,0.21548276,1654.594,4340000.0,2623.0,271250.0,,67808.0,0.0001415072,0.1,1.8634979 +3235.06,3218.6091,0.14421877,1654.6216,4350000.0,2629.0,271875.0,,67968.0,0.0001412512,0.1,1.78269 +3298.63,3214.267,0.22636908,1654.6489,4360000.0,2635.0,272500.0,,68096.0,0.0001410464,0.1,1.7987628 +3163.88,3209.7788,0.2515373,1655.303,4370000.0,2640.0,273125.0,,68256.0,0.0001407904,0.1,1.7965784 +3161.58,3206.329,0.21863337,1654.7035,4380000.0,2647.0,273750.0,,68416.0,0.0001405344,0.1,1.7657748 +3053.51,3201.2297,0.12632342,1655.3545,4390000.0,2652.0,274375.0,,68576.0,0.0001402784,0.1,1.7459531 +2807.95,3194.047,0.15755293,1654.7574,4400000.0,2659.0,275000.0,,68736.0,0.0001400224,0.1,1.8295269 +2868.24,3186.4954,0.3081152,1654.1636,4410000.0,2666.0,275625.0,,68896.0,0.0001397664,0.1,1.7637451 +2813.55,3179.82,0.34314483,1654.1917,4420000.0,2672.0,276250.0,,69056.0,0.0001395104,0.1,1.8047198 +2897.15,3173.9985,0.19775087,1654.2196,4430000.0,2678.0,276875.0,,69216.0,0.0001392544,0.1,1.7989285 +2813.9,3167.5615,0.13586545,1654.864,4440000.0,2683.0,277500.0,,69344.0,0.0001390496,0.1,1.8391848 +2944.45,3163.337,0.24147183,1654.8903,4450000.0,2689.0,278125.0,,69504.0,0.0001387936,0.1,1.8111718 +2936.46,3158.8179,0.22265194,1654.9165,4460000.0,2695.0,278750.0,,69664.0,0.0001385376,0.1,1.849472 +2982.52,3153.8162,0.16991748,1654.9426,4470000.0,2701.0,279375.0,,69824.0,0.0001382816,0.1,1.8234668 +3045.71,3149.9182,0.19956525,1654.9686,4480000.0,2707.0,280000.0,,69984.0,0.0001380256,0.1,1.8412726 +3181.07,3147.3306,0.22780539,1654.9945,4490000.0,2713.0,280625.0,,70144.0,0.0001377696,0.1,1.7375851 +3231.14,3144.206,0.33895603,1654.4117,4500000.0,2720.0,281250.0,,70304.0,0.0001375136,0.1,1.6312838 +3219.63,3139.9397,0.15086964,1654.4387,4510000.0,2726.0,281875.0,,70464.0,0.0001372576,0.1,1.7768599 +3290.57,3136.9395,0.23989657,1654.4656,4520000.0,2732.0,282500.0,,70624.0,0.0001370016,0.1,1.897237 +3193.7,3134.623,0.24270013,1655.0968,4530000.0,2737.0,283125.0,,70752.0,0.0001367968,0.1,1.8307632 +3197.21,3131.8997,0.20016739,1655.1221,4540000.0,2743.0,283750.0,,70912.0,0.0001365408,0.1,1.7800984 +3279.83,3130.2642,0.21767312,1655.1473,4550000.0,2749.0,284375.0,,71072.0,0.0001362848,0.1,1.8409762 +3274.6,3127.709,0.20852914,1655.1724,4560000.0,2755.0,285000.0,,71232.0,0.0001360288,0.1,1.6328961 +3420.47,3127.3481,0.2017002,1655.1974,4570000.0,2761.0,285625.0,,71392.0,0.0001357728,0.1,1.7137461 +3558.21,3128.1045,0.23795758,1655.2223,4580000.0,2767.0,286250.0,,71552.0,0.0001355168,0.1,1.7430184 +3619.35,3129.41,0.23903494,1655.2471,4590000.0,2773.0,286875.0,,71712.0,0.0001352608,0.1,1.6811657 +3568.84,3129.9944,0.24703772,1655.2717,4600000.0,2779.0,287500.0,,71872.0,0.0001350048,0.1,1.6459918 +3490.87,3130.999,0.27351338,1655.2963,4610000.0,2785.0,288125.0,,72000.0,0.0001348,0.1,1.6732185 +3477.67,3133.9397,0.22389565,1655.914,4620000.0,2790.0,288750.0,,72160.0,0.000134544,0.1,1.656155 +3466.81,3137.2063,0.22557132,1655.345,4630000.0,2797.0,289375.0,,72320.0,0.000134288,0.1,1.7159442 +3308.09,3141.772,0.1832906,1655.3693,4640000.0,2803.0,290000.0,,72480.0,0.000134032,0.1,1.498601 +3250.85,3145.8784,0.43876657,1654.8043,4650000.0,2810.0,290625.0,,72640.0,0.000133776,0.1,1.6652024 +3324.76,3150.2107,0.27583277,1655.4174,4660000.0,2815.0,291250.0,,72800.0,0.00013352,0.1,1.5661585 +3392.33,3154.5505,0.29161257,1654.8547,4670000.0,2822.0,291875.0,,72960.0,0.000133264,0.1,1.6573341 +3422.23,3158.5283,0.10274423,1654.8798,4680000.0,2828.0,292500.0,,73120.0,0.000133008,0.1,1.6413482 +3442.81,3163.1318,0.17355777,1654.9048,4690000.0,2834.0,293125.0,,73280.0,0.000132752,0.1,1.6300397 +3524.41,3168.194,0.18783663,1654.9296,4700000.0,2840.0,293750.0,,73408.0,0.0001325472,0.1,1.5961818 +3598.53,3173.1147,0.17683461,1655.536,4710000.0,2845.0,294375.0,,73568.0,0.0001322912,0.1,1.6411664 +3660.82,3178.4106,0.30898827,1655.5594,4720000.0,2851.0,295000.0,,73728.0,0.0001320352,0.1,1.6954721 +3597.47,3183.6853,0.21652265,1655.5828,4730000.0,2857.0,295625.0,,73888.0,0.0001317792,0.1,1.6488943 +3608.88,3189.095,0.18049693,1655.606,4740000.0,2863.0,296250.0,,74048.0,0.0001315232,0.1,1.6488014 +3763.04,3195.627,0.32159072,1655.0522,4750000.0,2870.0,296875.0,,74208.0,0.0001312672,0.1,1.6534156 +3747.18,3200.4055,0.2009481,1655.0765,4760000.0,2876.0,297500.0,,74368.0,0.0001310112,0.1,1.6268749 +3656.95,3203.941,0.17002626,1655.1006,4770000.0,2882.0,298125.0,,74528.0,0.0001307552,0.1,1.6702232 +3682.27,3207.5332,0.19720826,1655.1246,4780000.0,2888.0,298750.0,,74656.0,0.0001305504,0.1,1.6574626 +3649.09,3210.7507,0.21528664,1655.1486,4790000.0,2894.0,299375.0,,74816.0,0.0001302944,0.1,1.6535997 +3434.86,3211.7803,0.20057443,1655.1724,4800000.0,2900.0,300000.0,,74976.0,0.0001300384,0.1,1.7113528 +3348.02,3213.9785,0.25702307,1655.1962,4810000.0,2906.0,300625.0,,75136.0,0.0001297824,0.1,1.6528404 +3460.48,3217.473,0.20423816,1655.2197,4820000.0,2912.0,301250.0,,75296.0,0.0001295264,0.1,1.6858985 +3551.57,3221.792,0.18668862,1655.2433,4830000.0,2918.0,301875.0,,75456.0,0.0001292704,0.1,1.761973 +3438.55,3224.9985,0.16533734,1655.2667,4840000.0,2924.0,302500.0,,75616.0,0.0001290144,0.1,1.7553153 +3251.32,3227.4329,0.17701535,1655.2902,4850000.0,2930.0,303125.0,,75776.0,0.0001287584,0.1,1.6655867 +3280.99,3230.0322,0.1891456,1655.3134,4860000.0,2936.0,303750.0,,75936.0,0.0001285024,0.1,1.6386265 +3344.36,3232.1943,0.32012206,1655.8994,4870000.0,2941.0,304375.0,,76064.0,0.0001282976,0.1,1.626105 +3140.81,3232.3213,0.199799,1655.3596,4880000.0,2948.0,305000.0,,76224.0,0.0001280416,0.1,1.6795185 +3141.83,3232.6428,0.25191262,1655.3826,4890000.0,2954.0,305625.0,,76384.0,0.0001277856,0.1,1.6639552 +3284.88,3235.4048,0.15822409,1654.8463,4900000.0,2961.0,306250.0,,76544.0,0.0001275296,0.1,1.6604716 +3280.93,3237.084,0.27139264,1655.4282,4910000.0,2966.0,306875.0,,76704.0,0.0001272736,0.1,1.634989 +3380.99,3238.8987,0.18247166,1655.4509,4920000.0,2972.0,307500.0,,76864.0,0.0001270176,0.1,1.6863267 +3270.55,3241.2,0.26045582,1654.9177,4930000.0,2979.0,308125.0,,77024.0,0.0001267616,0.1,1.766505 +3362.56,3244.5518,0.1630833,1655.496,4940000.0,2984.0,308750.0,,77184.0,0.0001265056,0.1,1.7553957 +3407.16,3247.9092,0.16829458,1655.5184,4950000.0,2990.0,309375.0,,77312.0,0.0001263008,0.1,1.712379 +3399.44,3249.8494,0.21484609,1655.5408,4960000.0,2996.0,310000.0,,77472.0,0.0001260448,0.1,1.742293 +3438.28,3251.7537,0.18284975,1655.563,4970000.0,3002.0,310625.0,,77632.0,0.0001257888,0.1,1.7429446 +3475.84,3254.0054,0.2906141,1655.5851,4980000.0,3008.0,311250.0,,77792.0,0.0001255328,0.1,1.7567227 +3557.24,3257.3682,0.22408363,1655.6072,4990000.0,3014.0,311875.0,,77952.0,0.0001252768,0.1,1.747036 +3646.58,3262.0981,0.3175996,1655.6292,5000000.0,3020.0,312500.0,,78112.0,0.0001250208,0.1,1.7534002 +3576.33,3265.429,0.28782448,1655.651,5010000.0,3026.0,313125.0,,78272.0,0.0001247648,0.1,1.7301483 +3592.58,3270.8953,0.1713111,1655.6729,5020000.0,3032.0,313750.0,,78432.0,0.0001245088,0.1,1.6758754 +3638.16,3278.407,0.317293,1655.6946,5030000.0,3038.0,314375.0,,78592.0,0.0001242528,0.1,1.6795571 +3608.34,3283.6426,0.23989254,1656.2603,5040000.0,3043.0,315000.0,,78720.0,0.000124048,0.1,1.7022464 +3599.43,3288.5947,0.18586582,1655.7377,5050000.0,3050.0,315625.0,,78880.0,0.000123792,0.1,1.68046 +3554.6,3292.404,0.27386114,1655.7592,5060000.0,3056.0,316250.0,,79040.0,0.000123536,0.1,1.643297 +3593.46,3297.9517,0.27314436,1655.24,5070000.0,3063.0,316875.0,,79200.0,0.00012328,0.1,1.6258378 +3705.22,3303.666,0.27943105,1655.2623,5080000.0,3069.0,317500.0,,79360.0,0.000123024,0.1,1.6187162 +3712.81,3310.452,0.17661363,1655.2845,5090000.0,3075.0,318125.0,,79520.0,0.000122768,0.1,1.6418059 +3801.45,3320.5344,0.2049289,1655.8441,5100000.0,3080.0,318750.0,,79680.0,0.000122512,0.1,1.5219375 +4002.66,3333.1794,0.25460494,1655.3289,5110000.0,3087.0,319375.0,,79840.0,0.000122256,0.1,1.6010854 +4007.46,3345.6023,0.2448791,1655.8861,5120000.0,3092.0,320000.0,,80000.0,0.000122,0.1,1.5874908 +3917.98,3356.9333,0.24429926,1655.907,5130000.0,3098.0,320625.0,,80128.0,0.0001217952,0.1,1.5945818 +3866.23,3365.77,0.22722083,1655.9279,5140000.0,3104.0,321250.0,,80288.0,0.0001215392,0.1,1.4506762 +3676.51,3372.6853,0.20495163,1655.9486,5150000.0,3110.0,321875.0,,80448.0,0.0001212832,0.1,1.6490588 +3873.54,3380.9624,0.20384449,1655.9692,5160000.0,3116.0,322500.0,,80608.0,0.0001210272,0.1,1.539734 +3566.82,3384.184,0.25687167,1655.9897,5170000.0,3122.0,323125.0,,80768.0,0.0001207712,0.1,1.4448998 +3481.53,3386.1194,0.20576869,1656.0103,5180000.0,3128.0,323750.0,,80928.0,0.0001205152,0.1,1.4825894 +3471.17,3387.2153,0.17478378,1656.0306,5190000.0,3134.0,324375.0,,81088.0,0.0001202592,0.1,1.5771136 +3539.15,3388.9954,0.25643528,1655.5237,5200000.0,3141.0,325000.0,,81248.0,0.0001200032,0.1,1.5810852 +3599.33,3391.1074,0.13729866,1656.0712,5210000.0,3146.0,325625.0,,81376.0,0.0001197984,0.1,1.6378505 +3417.08,3391.2632,0.2522294,1655.5662,5220000.0,3153.0,326250.0,,81536.0,0.0001195424,0.1,1.607396 +3505.57,3391.499,0.2363255,1656.1115,5230000.0,3158.0,326875.0,,81696.0,0.0001192864,0.1,1.4005105 +3626.6,3394.3206,0.21491782,1656.1315,5240000.0,3164.0,327500.0,,81856.0,0.0001190304,0.1,1.5648857 +3681.84,3399.5435,0.2742605,1656.1514,5250000.0,3170.0,328125.0,,82016.0,0.0001187744,0.1,1.6144233 +3850.85,3406.0186,0.18769722,1656.1713,5260000.0,3176.0,328750.0,,82176.0,0.0001185184,0.1,1.4693255 +3854.99,3413.6296,0.2353076,1656.191,5270000.0,3182.0,329375.0,,82336.0,0.0001182624,0.1,1.5048237 +3806.47,3420.6384,0.1301505,1656.7305,5280000.0,3187.0,330000.0,,82496.0,0.0001180064,0.1,1.4117551 +3714.31,3427.5044,0.16021849,1656.2305,5290000.0,3194.0,330625.0,,82656.0,0.0001177504,0.1,1.5506086 +3761.44,3434.7856,0.15534408,1656.7677,5300000.0,3199.0,331250.0,,82784.0,0.0001175456,0.1,1.4936852 +3687.38,3439.5303,0.17231058,1657.3033,5310000.0,3204.0,331875.0,,82944.0,0.0001172896,0.1,1.4355464 +3541.19,3442.4338,0.3265494,1657.3209,5320000.0,3210.0,332500.0,,83104.0,0.0001170336,0.1,1.6826608 +3487.46,3445.8171,0.27000505,1657.3383,5330000.0,3216.0,333125.0,,83264.0,0.0001167776,0.1,1.5995362 +3558.44,3448.9788,0.22782232,1657.3557,5340000.0,3222.0,333750.0,,83424.0,0.0001165216,0.1,1.6420181 +3583.48,3452.463,0.2622443,1657.373,5350000.0,3228.0,334375.0,,83584.0,0.0001162656,0.1,1.6055977 +3452.68,3454.0037,0.31796014,1657.3903,5360000.0,3234.0,335000.0,,83744.0,0.0001160096,0.1,1.4981544 +3356.94,3455.934,0.14712758,1657.4073,5370000.0,3240.0,335625.0,,83904.0,0.0001157536,0.1,1.5936832 +3476.44,3459.0825,0.2991854,1657.9353,5380000.0,3245.0,336250.0,,84032.0,0.0001155488,0.1,1.5475577 +3604.99,3464.5974,0.21958785,1657.9514,5390000.0,3251.0,336875.0,,84192.0,0.0001152928,0.1,1.4847422 +3534.0,3471.8582,0.2278312,1657.9674,5400000.0,3257.0,337500.0,,84352.0,0.0001150368,0.1,1.5512018 +3536.77,3478.5437,0.22010471,1657.4755,5410000.0,3264.0,338125.0,,84512.0,0.0001147808,0.1,1.5823753 +3440.3,3484.8113,0.23058438,1657.4923,5420000.0,3270.0,338750.0,,84672.0,0.0001145248,0.1,1.5179284 +3548.13,3491.321,0.22301114,1658.0153,5430000.0,3275.0,339375.0,,84832.0,0.0001142688,0.1,1.4566588 +3488.77,3498.0696,0.23491684,1658.0311,5440000.0,3281.0,340000.0,,84992.0,0.0001140128,0.1,1.5517982 +3356.25,3502.1877,0.2531006,1658.0469,5450000.0,3287.0,340625.0,,85152.0,0.0001137568,0.1,1.5198998 +3195.99,3504.7832,0.24622884,1658.0625,5460000.0,3293.0,341250.0,,85312.0,0.0001135008,0.1,1.4597411 +3391.11,3508.8691,0.17704879,1658.5809,5470000.0,3298.0,341875.0,,85440.0,0.000113296,0.1,1.5138208 +3435.79,3512.7698,0.17327873,1658.5956,5480000.0,3304.0,342500.0,,85600.0,0.00011304,0.1,1.5612521 +3366.58,3514.625,0.23217785,1658.6102,5490000.0,3310.0,343125.0,,85760.0,0.000112784,0.1,1.5188829 +3334.96,3515.663,0.3734123,1658.6249,5500000.0,3316.0,343750.0,,85920.0,0.000112528,0.1,1.5534486 +3383.87,3517.3054,0.28680855,1658.6394,5510000.0,3322.0,344375.0,,86080.0,0.000112272,0.1,1.5101058 +3359.09,3517.991,0.26244617,1658.6538,5520000.0,3328.0,345000.0,,86240.0,0.000112016,0.1,1.396809 +3394.38,3519.997,0.18023503,1658.6682,5530000.0,3334.0,345625.0,,86400.0,0.00011176,0.1,1.62503 +3317.49,3521.2,0.20398289,1659.1794,5540000.0,3339.0,346250.0,,86560.0,0.000111504,0.1,1.5991642 +3431.95,3522.721,0.2037112,1659.1929,5550000.0,3345.0,346875.0,,86688.0,0.0001112992,0.1,1.4108708 +3391.98,3523.8948,0.17910786,1659.2062,5560000.0,3351.0,347500.0,,86848.0,0.0001110432,0.1,1.5799016 +3251.6,3522.206,0.26696014,1659.2195,5570000.0,3357.0,348125.0,,87008.0,0.0001107872,0.1,1.5189071 +3277.17,3519.3953,0.2765275,1659.2328,5580000.0,3363.0,348750.0,,87168.0,0.0001105312,0.1,1.549844 +3235.41,3515.556,0.14603114,1659.2461,5590000.0,3369.0,349375.0,,87328.0,0.0001102752,0.1,1.6588029 +3338.9,3513.2568,0.2229136,1659.2593,5600000.0,3375.0,350000.0,,87488.0,0.0001100192,0.1,1.6243352 +3344.04,3511.7883,0.27836815,1659.2725,5610000.0,3381.0,350625.0,,87648.0,0.0001097632,0.1,1.5579418 +3270.85,3509.7202,0.24919395,1659.2855,5620000.0,3387.0,351250.0,,87808.0,0.0001095072,0.1,1.5140194 +3332.77,3508.38,0.2580337,1659.2986,5630000.0,3393.0,351875.0,,87968.0,0.0001092512,0.1,1.5159888 +3430.88,3509.608,0.23786436,1659.7999,5640000.0,3398.0,352500.0,,88096.0,0.0001090464,0.1,1.5034735 +3349.75,3510.597,0.14763916,1659.812,5650000.0,3404.0,353125.0,,88256.0,0.0001087904,0.1,1.549484 +3238.44,3509.7336,0.1781264,1659.8241,5660000.0,3410.0,353750.0,,88416.0,0.0001085344,0.1,1.5514817 +3324.06,3509.0513,0.14003561,1660.3221,5670000.0,3415.0,354375.0,,88576.0,0.0001082784,0.1,1.5434866 +3549.49,3510.3237,0.17827414,1660.3333,5680000.0,3421.0,355000.0,,88736.0,0.0001080224,0.1,1.4786103 +3563.61,3511.532,0.22542849,1660.3444,5690000.0,3427.0,355625.0,,88896.0,0.0001077664,0.1,1.5053248 +3567.96,3511.9675,0.25039786,1660.3553,5700000.0,3433.0,356250.0,,89056.0,0.0001075104,0.1,1.6024514 +3635.89,3512.3408,0.15575778,1660.3663,5710000.0,3439.0,356875.0,,89216.0,0.0001072544,0.1,1.4536222 +3636.15,3512.0945,0.28092733,1660.3773,5720000.0,3445.0,357500.0,,89344.0,0.0001070496,0.1,1.5559332 +3635.51,3512.4744,0.27767766,1660.3883,5730000.0,3451.0,358125.0,,89504.0,0.0001067936,0.1,1.4848171 +3509.46,3511.4802,0.25674,1660.8796,5740000.0,3456.0,358750.0,,89664.0,0.0001065376,0.1,1.2759748 +3677.45,3510.6243,0.36065748,1660.8896,5750000.0,3462.0,359375.0,,89824.0,0.0001062816,0.1,1.4876459 +3658.98,3509.7422,0.20021522,1660.8997,5760000.0,3468.0,360000.0,,89984.0,0.0001060256,0.1,1.514996 +3504.99,3508.223,0.24251305,1660.9097,5770000.0,3474.0,360625.0,,90144.0,0.0001057696,0.1,1.6391339 +3564.48,3507.0447,0.24282737,1660.9196,5780000.0,3480.0,361250.0,,90304.0,0.0001055136,0.1,1.6042483 +3353.28,3504.0867,0.23985168,1660.9294,5790000.0,3486.0,361875.0,,90464.0,0.0001052576,0.1,1.657546 +3347.79,3503.2158,0.21634609,1660.9393,5800000.0,3492.0,362500.0,,90624.0,0.0001050016,0.1,1.5811722 +3315.86,3502.8943,0.20636278,1661.4241,5810000.0,3497.0,363125.0,,90752.0,0.0001047968,0.1,1.4934143 +3383.67,3502.1262,0.27963522,1661.4331,5820000.0,3503.0,363750.0,,90912.0,0.0001045408,0.1,1.4754936 +3516.55,3501.7764,0.19021147,1661.442,5830000.0,3509.0,364375.0,,91072.0,0.0001042848,0.1,1.4381676 +3657.83,3503.9695,0.24100798,1661.9237,5840000.0,3514.0,365000.0,,91232.0,0.0001040288,0.1,1.4726231 +3614.37,3507.5994,0.18277843,1661.9318,5850000.0,3520.0,365625.0,,91392.0,0.0001037728,0.1,1.4731627 +3682.0,3511.61,0.18940578,1661.9398,5860000.0,3526.0,366250.0,,91552.0,0.0001035168,0.1,1.6874996 +3645.64,3514.6226,0.28039506,1661.4775,5870000.0,3533.0,366875.0,,91712.0,0.0001032608,0.1,1.505476 +3598.16,3519.196,0.25198793,1661.4863,5880000.0,3539.0,367500.0,,91872.0,0.0001030048,0.1,1.5781355 +3567.0,3523.4473,0.30337185,1661.9639,5890000.0,3544.0,368125.0,,92000.0,0.0001028,0.1,1.397374 +3529.96,3525.8984,0.21388136,1661.9718,5900000.0,3550.0,368750.0,,92160.0,0.000102544,0.1,1.5816795 +3689.92,3529.988,0.25788525,1662.4473,5910000.0,3555.0,369375.0,,92320.0,0.000102288,0.1,1.5915165 +3637.88,3532.557,0.17979029,1661.9877,5920000.0,3562.0,370000.0,,92480.0,0.000102032,0.1,1.4125633 +3634.91,3536.2002,0.35495353,1661.9955,5930000.0,3568.0,370625.0,,92640.0,0.000101776,0.1,1.5126368 +3693.24,3539.5076,0.26171616,1662.0034,5940000.0,3574.0,371250.0,,92800.0,0.00010152,0.1,1.4472114 +3675.45,3542.1904,0.28381193,1662.0112,5950000.0,3580.0,371875.0,,92960.0,0.000101264,0.1,1.3089898 +3696.84,3545.1643,0.2544573,1662.0189,5960000.0,3586.0,372500.0,,93120.0,0.000101008,0.1,1.4972975 +3548.37,3546.2654,0.16963354,1662.0267,5970000.0,3592.0,373125.0,,93280.0,0.000100752,0.1,1.3966701 +3536.68,3546.8738,0.2685088,1662.0344,5980000.0,3598.0,373750.0,,93408.0,0.0001005472,0.1,1.4845359 +3622.05,3547.5222,0.23731533,1662.5034,5990000.0,3603.0,374375.0,,93568.0,0.0001002912,0.1,1.6267797 +3637.4,3547.4304,0.1924095,1662.5104,6000000.0,3609.0,375000.0,,93728.0,0.0001000352,0.1,1.4838861 +3518.96,3546.857,0.17610368,1662.5173,6010000.0,3615.0,375625.0,,93888.0,9.97792e-05,0.1,1.5177224 +3616.47,3547.0952,0.2053037,1662.9834,6020000.0,3620.0,376250.0,,94048.0,9.95232e-05,0.1,1.7023267 +3651.04,3547.2244,0.24511574,1662.9895,6030000.0,3626.0,376875.0,,94208.0,9.92672e-05,0.1,1.4388206 +3772.23,3548.8628,0.24590059,1662.9956,6040000.0,3632.0,377500.0,,94368.0,9.90112e-05,0.1,1.4399409 +3627.29,3549.1414,0.26733148,1663.0017,6050000.0,3638.0,378125.0,,94528.0,9.87552e-05,0.1,1.5239131 +3622.62,3549.8215,0.18636647,1663.4642,6060000.0,3643.0,378750.0,,94656.0,9.85504e-05,0.1,1.5776734 +3671.79,3550.605,0.31603172,1663.4695,6070000.0,3649.0,379375.0,,94816.0,9.82944e-05,0.1,1.5316703 +3736.01,3550.9128,0.38966888,1663.9299,6080000.0,3654.0,380000.0,,94976.0,9.80384e-05,0.1,1.620325 +3682.47,3550.6094,0.2913603,1663.9344,6090000.0,3660.0,380625.0,,95136.0,9.77824e-05,0.1,1.4672287 +3563.34,3548.228,0.17005722,1663.9388,6100000.0,3666.0,381250.0,,95296.0,9.75264e-05,0.1,1.4852033 +3582.35,3544.0254,0.24127974,1664.3966,6110000.0,3671.0,381875.0,,95456.0,9.72704e-05,0.1,1.465591 +3625.83,3540.209,0.31618282,1664.4003,6120000.0,3677.0,382500.0,,95616.0,9.70144e-05,0.1,1.5198653 +3570.99,3536.7393,0.25921866,1664.8561,6130000.0,3682.0,383125.0,,95776.0,9.67584e-05,0.1,1.3860073 +3604.84,3534.1252,0.2145536,1664.859,6140000.0,3688.0,383750.0,,95936.0,9.65024e-05,0.1,1.6422982 +3653.76,3533.8982,0.20011531,1665.3127,6150000.0,3693.0,384375.0,,96064.0,9.62976e-05,0.1,1.4018353 +3837.04,3533.5325,0.16121082,1665.315,6160000.0,3699.0,385000.0,,96224.0,9.60416e-05,0.1,1.510905 +3834.18,3536.2063,0.19200422,1665.3171,6170000.0,3705.0,385625.0,,96384.0,9.57856e-05,0.1,1.4904935 +3827.77,3539.6687,0.15189132,1664.8707,6180000.0,3712.0,386250.0,,96544.0,9.55296e-05,0.1,1.503599 +3820.41,3543.1611,0.19901319,1665.3215,6190000.0,3717.0,386875.0,,96704.0,9.52736e-05,0.1,1.496068 +3623.79,3544.0078,0.19136366,1665.3236,6200000.0,3723.0,387500.0,,96864.0,9.50176e-05,0.1,1.3587031 +3578.73,3543.8013,0.2683108,1665.7726,6210000.0,3728.0,388125.0,,97024.0,9.47616e-05,0.1,1.478492 +3500.51,3544.6357,0.25513592,1665.7739,6220000.0,3734.0,388750.0,,97184.0,9.45056e-05,0.1,1.4299113 +3493.83,3544.5186,0.22982076,1666.221,6230000.0,3739.0,389375.0,,97312.0,9.43008e-05,0.1,1.5829628 +3637.49,3544.6274,0.21593314,1666.2217,6240000.0,3745.0,390000.0,,97472.0,9.40448e-05,0.1,1.5721786 +3633.64,3544.1453,0.22298656,1667.1112,6250000.0,3749.0,390625.0,,97632.0,9.37888e-05,0.1,1.5258628 +3664.87,3542.2856,0.21540156,1667.5546,6260000.0,3754.0,391250.0,,97792.0,9.35328e-05,0.1,1.4759736 +3648.93,3540.2253,0.17015783,1667.9968,6270000.0,3759.0,391875.0,,97952.0,9.32768e-05,0.1,1.4336088 +3411.8,3536.2783,0.19929218,1668.4379,6280000.0,3764.0,392500.0,,98112.0,9.30208e-05,0.1,1.5026002 +3323.66,3532.372,0.1547145,1668.8777,6290000.0,3769.0,393125.0,,98272.0,9.27648e-05,0.1,1.4129355 +3185.53,3526.6128,0.21959494,1669.7588,6300000.0,3773.0,393750.0,,98432.0,9.25088e-05,0.1,1.3284057 +3178.83,3521.5278,0.15336926,1669.7539,6310000.0,3779.0,394375.0,,98592.0,9.22528e-05,0.1,1.4139401 +3306.84,3519.1838,0.23123306,1670.6317,6320000.0,3783.0,395000.0,,98720.0,9.2048e-05,0.1,1.2998645 +3355.99,3517.8694,0.20768239,1671.5078,6330000.0,3787.0,395625.0,,98880.0,9.1792e-05,0.1,1.4763972 +3542.93,3517.7144,0.2626599,1671.9409,6340000.0,3792.0,396250.0,,99040.0,9.1536e-05,0.1,1.4246588 +3479.09,3516.67,0.22367002,1672.3729,6350000.0,3797.0,396875.0,,99200.0,9.128e-05,0.1,1.4681597 +3586.61,3518.0098,0.22421116,1673.2439,6360000.0,3801.0,397500.0,,99360.0,9.1024e-05,0.1,1.4391359 +3680.45,3521.2446,0.24941725,1673.6731,6370000.0,3806.0,398125.0,,99520.0,9.0768e-05,0.1,1.5049925 +3653.97,3523.02,0.26116306,1674.1013,6380000.0,3811.0,398750.0,,99680.0,9.0512e-05,0.1,1.3778548 +3595.4,3522.9238,0.16169001,1674.5283,6390000.0,3816.0,399375.0,,99840.0,9.0256e-05,0.1,1.4792284 +3639.06,3523.9744,0.15354122,1674.9542,6400000.0,3821.0,400000.0,,100000.0,9e-05,0.1,1.2920109 +3574.96,3524.3564,0.1935992,1675.379,6410000.0,3826.0,400625.0,,100128.0,8.97952e-05,0.1,1.4509072 +3556.97,3525.5232,0.29303673,1676.2402,6420000.0,3830.0,401250.0,,100288.0,8.95392e-05,0.1,1.4810278 +3580.26,3525.8445,0.20418021,1676.6624,6430000.0,3835.0,401875.0,,100448.0,8.92832e-05,0.1,1.3527479 +3442.11,3525.378,0.19436003,1677.0834,6440000.0,3840.0,402500.0,,100608.0,8.90272e-05,0.1,1.5282819 +3552.05,3527.336,0.23793532,1677.5033,6450000.0,3845.0,403125.0,,100768.0,8.87712e-05,0.1,1.5044917 +3561.44,3530.99,0.23360519,1677.9221,6460000.0,3850.0,403750.0,,100928.0,8.85152e-05,0.1,1.4077387 +3645.24,3533.532,0.33042747,1678.3398,6470000.0,3855.0,404375.0,,101088.0,8.82592e-05,0.1,1.3999804 +3723.4,3536.4077,0.23545629,1679.1915,6480000.0,3859.0,405000.0,,101248.0,8.80032e-05,0.1,1.441364 +3583.39,3538.5757,0.14860989,1679.6066,6490000.0,3864.0,405625.0,,101376.0,8.77984e-05,0.1,1.5990117 +3677.94,3542.0054,0.36367288,1680.0206,6500000.0,3869.0,406250.0,,101536.0,8.75424e-05,0.1,1.5268128 +3729.32,3545.4597,0.30971822,1680.4337,6510000.0,3874.0,406875.0,,101696.0,8.72864e-05,0.1,1.3246034 +3688.87,3548.7576,0.19739118,1680.8456,6520000.0,3879.0,407500.0,,101856.0,8.70304e-05,0.1,1.551689 +3808.4,3552.8977,0.1467833,1681.2565,6530000.0,3884.0,408125.0,,102016.0,8.67744e-05,0.1,1.3946655 +3904.62,3558.7693,0.23052874,1681.6663,6540000.0,3889.0,408750.0,,102176.0,8.65184e-05,0.1,1.501079 +3897.71,3563.4268,0.26861584,1682.5071,6550000.0,3893.0,409375.0,,102336.0,8.62624e-05,0.1,1.5087748 +3932.62,3568.8337,0.24057393,1682.9143,6560000.0,3898.0,410000.0,,102496.0,8.60064e-05,0.1,1.4392934 +3788.27,3574.2002,0.19216624,1683.3206,6570000.0,3903.0,410625.0,,102656.0,8.57504e-05,0.1,1.5960613 +3823.55,3579.6643,0.22564307,1684.1566,6580000.0,3907.0,411250.0,,102784.0,8.55456e-05,0.1,1.4941423 +3691.64,3584.2263,0.26098904,1684.9911,6590000.0,3911.0,411875.0,,102944.0,8.52896e-05,0.1,1.5377862 +3589.39,3586.731,0.37119943,1685.3933,6600000.0,3916.0,412500.0,,103104.0,8.50336e-05,0.1,1.480069 +3631.79,3589.6084,0.2352583,1685.7944,6610000.0,3921.0,413125.0,,103264.0,8.47776e-05,0.1,1.560292 +3504.58,3591.9456,0.27452514,1686.1946,6620000.0,3926.0,413750.0,,103424.0,8.45216e-05,0.1,1.5672078 +3536.48,3593.983,0.2558155,1686.5938,6630000.0,3931.0,414375.0,,103584.0,8.42656e-05,0.1,1.6005026 +3460.42,3594.278,0.19038963,1686.9918,6640000.0,3936.0,415000.0,,103744.0,8.40096e-05,0.1,1.6055827 +3464.77,3595.4287,0.1777993,1687.389,6650000.0,3941.0,415625.0,,103904.0,8.37536e-05,0.1,1.4763693 +3335.76,3596.4016,0.15375073,1688.2129,6660000.0,3945.0,416250.0,,104032.0,8.35488e-05,0.1,1.5975386 +3412.99,3597.291,0.18753456,1688.6075,6670000.0,3950.0,416875.0,,104192.0,8.32928e-05,0.1,1.5947258 +3383.45,3595.6309,0.18203449,1689.0012,6680000.0,3955.0,417500.0,,104352.0,8.30368e-05,0.1,1.6444703 +3376.24,3593.7568,0.2053116,1689.8207,6690000.0,3959.0,418125.0,,104512.0,8.27808e-05,0.1,1.5939795 +3283.38,3590.9111,0.23394617,1690.2119,6700000.0,3964.0,418750.0,,104672.0,8.25248e-05,0.1,1.6641583 +3349.65,3588.0488,0.19744259,1690.6022,6710000.0,3969.0,419375.0,,104832.0,8.22688e-05,0.1,1.5920796 +3415.51,3585.8423,0.19216193,1690.9915,6720000.0,3974.0,420000.0,,104992.0,8.20128e-05,0.1,1.6475405 +3434.77,3583.835,0.2507356,1691.8049,6730000.0,3978.0,420625.0,,105152.0,8.17568e-05,0.1,1.5223306 +3495.94,3583.6997,0.17076038,1692.1918,6740000.0,3983.0,421250.0,,105312.0,8.15008e-05,0.1,1.6300074 +3645.49,3583.3804,0.4022669,1693.0022,6750000.0,3987.0,421875.0,,105440.0,8.1296e-05,0.1,1.4533396 +3703.89,3583.829,0.27496272,1693.3867,6760000.0,3992.0,422500.0,,105600.0,8.104e-05,0.1,1.5071247 +3707.11,3585.8506,0.13660333,1694.1942,6770000.0,3996.0,423125.0,,105760.0,8.0784e-05,0.1,1.632976 +3618.83,3586.394,0.31136456,1694.5764,6780000.0,4001.0,423750.0,,105920.0,8.0528e-05,0.1,1.474615 +3495.41,3587.8157,0.14323738,1694.9575,6790000.0,4006.0,424375.0,,106080.0,8.0272e-05,0.1,1.6044294 +3471.52,3589.0527,0.14135039,1695.7606,6800000.0,4010.0,425000.0,,106240.0,8.0016e-05,0.1,1.5084271 +3428.54,3590.1794,0.27364728,1696.1395,6810000.0,4015.0,425625.0,,106400.0,7.976e-05,0.1,1.6357186 +3489.27,3591.2356,0.26498115,1696.5175,6820000.0,4020.0,426250.0,,106560.0,7.9504e-05,0.1,1.4562379 +3555.41,3591.624,0.24823785,1697.3162,6830000.0,4024.0,426875.0,,106688.0,7.92992e-05,0.1,1.4200568 +3589.73,3590.943,0.22406569,1697.6918,6840000.0,4029.0,427500.0,,106848.0,7.90432e-05,0.1,1.5881553 +3683.68,3591.636,0.18840045,1698.0664,6850000.0,4034.0,428125.0,,107008.0,7.87872e-05,0.1,1.604342 +3636.83,3591.1846,0.1798434,1698.8608,6860000.0,4038.0,428750.0,,107168.0,7.85312e-05,0.1,1.5719621 +3590.84,3590.6365,0.19833659,1699.2333,6870000.0,4043.0,429375.0,,107328.0,7.82752e-05,0.1,1.6010003 +3388.26,3588.5376,0.16746049,1699.6047,6880000.0,4048.0,430000.0,,107488.0,7.80192e-05,0.1,1.5767503 +3330.67,3586.174,0.18578339,1699.9753,6890000.0,4053.0,430625.0,,107648.0,7.77632e-05,0.1,1.4315522 +3446.79,3585.3423,0.18810849,1700.345,6900000.0,4058.0,431250.0,,107808.0,7.75072e-05,0.1,1.5682199 +3477.79,3583.2202,0.2671748,1700.7137,6910000.0,4063.0,431875.0,,107968.0,7.72512e-05,0.1,1.605599 +3586.24,3582.7043,0.25261557,1701.4999,6920000.0,4067.0,432500.0,,108096.0,7.70464e-05,0.1,1.632364 +3605.89,3582.414,0.20387125,1701.8665,6930000.0,4072.0,433125.0,,108256.0,7.67904e-05,0.1,1.5736926 +3701.6,3582.4978,0.13250814,1702.232,6940000.0,4077.0,433750.0,,108416.0,7.65344e-05,0.1,1.5994946 +3778.8,3583.5315,0.20876037,1702.5968,6950000.0,4082.0,434375.0,,108576.0,7.62784e-05,0.1,1.5965428 +3639.53,3582.9585,0.2198672,1702.9606,6960000.0,4087.0,435000.0,,108736.0,7.60224e-05,0.1,1.5628843 +3543.15,3582.9062,0.22596304,1703.3236,6970000.0,4092.0,435625.0,,108896.0,7.57664e-05,0.1,1.4780128 +3561.06,3583.1504,0.26119518,1703.6857,6980000.0,4097.0,436250.0,,109056.0,7.55104e-05,0.1,1.5071348 +3562.76,3582.557,0.15629135,1704.0468,6990000.0,4102.0,436875.0,,109216.0,7.52544e-05,0.1,1.6470642 +3591.71,3582.1003,0.19433752,1704.4071,7000000.0,4107.0,437500.0,,109344.0,7.50496e-05,0.1,1.54206 +3634.39,3583.2542,0.19011874,1704.7665,7010000.0,4112.0,438125.0,,109504.0,7.47936e-05,0.1,1.5211649 +3711.91,3584.2087,0.25090328,1705.1251,7020000.0,4117.0,438750.0,,109664.0,7.45376e-05,0.1,1.6300298 +3730.38,3585.002,0.16775483,1705.4828,7030000.0,4122.0,439375.0,,109824.0,7.42816e-05,0.1,1.5555806 +3754.24,3584.8223,0.3001196,1705.8396,7040000.0,4127.0,440000.0,,109984.0,7.40256e-05,0.1,1.6823319 +3727.08,3585.8206,0.25020218,1706.1956,7050000.0,4132.0,440625.0,,110144.0,7.37696e-05,0.1,1.4609833 +3412.08,3583.715,0.2747609,1706.9633,7060000.0,4136.0,441250.0,,110304.0,7.35136e-05,0.1,1.5127923 +3454.51,3581.5425,0.21619944,1707.317,7070000.0,4141.0,441875.0,,110464.0,7.32576e-05,0.1,1.3845061 +3294.29,3577.125,0.2259443,1707.67,7080000.0,4146.0,442500.0,,110624.0,7.30016e-05,0.1,1.4569831 +3282.8,3573.1284,0.2896285,1708.0222,7090000.0,4151.0,443125.0,,110752.0,7.27968e-05,0.1,1.5346069 +3266.87,3570.1633,0.26360613,1708.3734,7100000.0,4156.0,443750.0,,110912.0,7.25408e-05,0.1,1.587358 +3393.06,3568.271,0.24568968,1708.7239,7110000.0,4161.0,444375.0,,111072.0,7.22848e-05,0.1,1.5205059 +3470.06,3566.7131,0.19378038,1709.0735,7120000.0,4166.0,445000.0,,111232.0,7.20288e-05,0.1,1.4676695 +3363.38,3564.637,0.2332176,1709.4222,7130000.0,4171.0,445625.0,,111392.0,7.17728e-05,0.1,1.5111759 +3599.46,3564.583,0.27943054,1710.1797,7140000.0,4175.0,446250.0,,111552.0,7.15168e-05,0.1,1.5149533 +3539.1,3563.4363,0.26592478,1710.5264,7150000.0,4180.0,446875.0,,111712.0,7.12608e-05,0.1,1.6107297 +3603.79,3561.1038,0.147125,1710.8722,7160000.0,4185.0,447500.0,,111872.0,7.10048e-05,0.1,1.540304 +3573.89,3558.5007,0.27544186,1711.6257,7170000.0,4189.0,448125.0,,112000.0,7.08e-05,0.1,1.6161782 +3696.02,3557.1833,0.14799222,1711.9695,7180000.0,4194.0,448750.0,,112160.0,7.0544e-05,0.1,1.6182156 +3583.27,3554.8123,0.16471353,1712.3125,7190000.0,4199.0,449375.0,,112320.0,7.0288e-05,0.1,1.6495965 +3309.88,3551.673,0.22767738,1712.6547,7200000.0,4204.0,450000.0,,112480.0,7.0032e-05,0.1,1.5486743 +3377.82,3549.664,0.2552922,1713.4031,7210000.0,4208.0,450625.0,,112640.0,6.9776e-05,0.1,1.6558793 +3308.13,3547.7397,0.20155206,1713.7432,7220000.0,4213.0,451250.0,,112800.0,6.952e-05,0.1,1.6125271 +3277.0,3545.5715,0.31956628,1714.0825,7230000.0,4218.0,451875.0,,112960.0,6.9264e-05,0.1,1.6809056 +3235.37,3541.5505,0.12222628,1714.421,7240000.0,4223.0,452500.0,,113120.0,6.9008e-05,0.1,1.5565827 +3345.02,3538.6648,0.1785873,1714.7588,7250000.0,4228.0,453125.0,,113280.0,6.8752e-05,0.1,1.5435114 +3639.51,3538.4106,0.2221467,1715.501,7260000.0,4232.0,453750.0,,113408.0,6.85472e-05,0.1,1.5779115 +3761.3,3539.5347,0.20023918,1715.8367,7270000.0,4237.0,454375.0,,113568.0,6.82912e-05,0.1,1.4756392 +3847.7,3543.8936,0.2728874,1716.1716,7280000.0,4242.0,455000.0,,113728.0,6.80352e-05,0.1,1.542923 +3828.02,3548.9373,0.31643865,1716.5057,7290000.0,4247.0,455625.0,,113888.0,6.77792e-05,0.1,1.5453981 +3944.25,3556.5244,0.20833203,1717.243,7300000.0,4251.0,456250.0,,114048.0,6.75232e-05,0.1,1.6027957 +3785.61,3562.5923,0.15177871,1717.5752,7310000.0,4256.0,456875.0,,114208.0,6.72672e-05,0.1,1.5376754 +3645.45,3565.978,0.2318365,1717.9066,7320000.0,4261.0,457500.0,,114368.0,6.70112e-05,0.1,1.511275 +3675.45,3569.1726,0.23488772,1718.2372,7330000.0,4266.0,458125.0,,114528.0,6.67552e-05,0.1,1.5049219 +3679.92,3570.5425,0.24133152,1718.9696,7340000.0,4270.0,458750.0,,114656.0,6.65504e-05,0.1,1.5244625 +3574.14,3571.4924,0.15749122,1719.2982,7350000.0,4275.0,459375.0,,114816.0,6.62944e-05,0.1,1.5880077 +3589.76,3571.5242,0.20747377,1719.6262,7360000.0,4280.0,460000.0,,114976.0,6.60384e-05,0.1,1.5266721 +3614.92,3570.8687,0.22649986,1720.3549,7370000.0,4284.0,460625.0,,115136.0,6.57824e-05,0.1,1.4306775 +3649.35,3570.8228,0.21904184,1720.6808,7380000.0,4289.0,461250.0,,115296.0,6.55264e-05,0.1,1.4690814 +3641.81,3571.2869,0.1982298,1721.0061,7390000.0,4294.0,461875.0,,115456.0,6.52704e-05,0.1,1.5209183 +3553.92,3570.4355,0.27963588,1721.7311,7400000.0,4298.0,462500.0,,115616.0,6.50144e-05,0.1,1.4950334 +3674.57,3571.432,0.24835007,1722.0543,7410000.0,4303.0,463125.0,,115776.0,6.47584e-05,0.1,1.5475783 +3589.26,3571.7546,0.20171688,1722.377,7420000.0,4308.0,463750.0,,115936.0,6.45024e-05,0.1,1.5855085 +3537.83,3571.3306,0.21169029,1723.0984,7430000.0,4312.0,464375.0,,116064.0,6.42976e-05,0.1,1.4705137 +3429.38,3571.2034,0.22338371,1723.4191,7440000.0,4317.0,465000.0,,116224.0,6.40416e-05,0.1,1.4439259 +3541.13,3571.094,0.17781773,1723.739,7450000.0,4322.0,465625.0,,116384.0,6.37856e-05,0.1,1.5452598 +3611.68,3571.5967,0.1259244,1724.0582,7460000.0,4327.0,466250.0,,116544.0,6.35296e-05,0.1,1.4394419 +3527.8,3570.422,0.28704444,1724.3767,7470000.0,4332.0,466875.0,,116704.0,6.32736e-05,0.1,1.4148036 +3613.65,3569.3247,0.18077928,1725.0923,7480000.0,4336.0,467500.0,,116864.0,6.30176e-05,0.1,1.5693183 +3687.3,3570.364,0.24639297,1725.4089,7490000.0,4341.0,468125.0,,117024.0,6.27616e-05,0.1,1.660908 +3782.51,3571.4097,0.16989009,1725.7249,7500000.0,4346.0,468750.0,,117184.0,6.25056e-05,0.1,1.5497439 +3587.4,3569.9902,0.1971609,1726.4368,7510000.0,4350.0,469375.0,,117312.0,6.23008e-05,0.1,1.5474515 +3607.53,3569.1768,0.2547918,1726.7509,7520000.0,4355.0,470000.0,,117472.0,6.20448e-05,0.1,1.523535 +3497.82,3566.071,0.28042722,1727.0642,7530000.0,4360.0,470625.0,,117632.0,6.17888e-05,0.1,1.5507491 +3582.77,3562.8528,0.25909382,1727.3768,7540000.0,4365.0,471250.0,,117792.0,6.15328e-05,0.1,1.5346341 +3540.57,3559.281,0.25711536,1728.0842,7550000.0,4369.0,471875.0,,117952.0,6.12768e-05,0.1,1.630403 +3554.25,3555.497,0.15956816,1728.395,7560000.0,4374.0,472500.0,,118112.0,6.10208e-05,0.1,1.541486 +3468.31,3552.2979,0.19980483,1729.1001,7570000.0,4378.0,473125.0,,118272.0,6.07648e-05,0.1,1.4965776 +3564.54,3549.7075,0.2158716,1729.409,7580000.0,4383.0,473750.0,,118432.0,6.05088e-05,0.1,1.7233877 +3586.48,3548.6555,0.20122682,1729.3234,7590000.0,4389.0,474375.0,,118592.0,6.02528e-05,0.1,1.4994066 +3529.47,3548.0566,0.13100994,1730.025,7600000.0,4393.0,475000.0,,118720.0,6.0048e-05,0.1,1.5585287 +3627.41,3548.0125,0.18234333,1730.3319,7610000.0,4398.0,475625.0,,118880.0,5.9792e-05,0.1,1.6862335 +3608.63,3549.0535,0.20878956,1730.6382,7620000.0,4403.0,476250.0,,119040.0,5.9536e-05,0.1,1.5385762 +3775.48,3551.4434,0.26349345,1730.9437,7630000.0,4408.0,476875.0,,119200.0,5.928e-05,0.1,1.5751609 +3636.95,3553.2085,0.22296786,1731.2485,7640000.0,4413.0,477500.0,,119360.0,5.9024e-05,0.1,1.4510149 +3553.69,3554.0974,0.1722247,1731.5527,7650000.0,4418.0,478125.0,,119520.0,5.8768e-05,0.1,1.5383365 +3699.12,3557.7314,0.34182447,1731.8562,7660000.0,4423.0,478750.0,,119680.0,5.8512e-05,0.1,1.4873339 +3609.32,3559.6946,0.26285085,1732.1589,7670000.0,4428.0,479375.0,,119840.0,5.8256e-05,0.1,1.5978203 +3744.79,3563.308,0.29281083,1732.461,7680000.0,4433.0,480000.0,,120000.0,5.8e-05,0.1,1.5389916 +3778.12,3567.327,0.21535794,1732.7625,7690000.0,4438.0,480625.0,,120128.0,5.77952e-05,0.1,1.592972 +3706.2,3571.5554,0.20511961,1733.4534,7700000.0,4442.0,481250.0,,120288.0,5.75392e-05,0.1,1.3982217 +3689.85,3574.9568,0.29010406,1733.753,7710000.0,4447.0,481875.0,,120448.0,5.72832e-05,0.1,1.3616774 +3524.07,3576.0427,0.2387077,1734.0521,7720000.0,4452.0,482500.0,,120608.0,5.70272e-05,0.1,1.5113922 +3818.27,3579.878,0.22445728,1734.3505,7730000.0,4457.0,483125.0,,120768.0,5.67712e-05,0.1,1.529365 +3803.28,3582.9517,0.2598866,1734.6482,7740000.0,4462.0,483750.0,,120928.0,5.65152e-05,0.1,1.5765731 +3819.15,3584.6882,0.28600165,1735.3336,7750000.0,4466.0,484375.0,,121088.0,5.62592e-05,0.1,1.4269083 +3809.6,3585.7454,0.1598335,1735.6296,7760000.0,4471.0,485000.0,,121248.0,5.60032e-05,0.1,1.6038885 +3869.11,3587.3652,0.21405634,1736.3129,7770000.0,4475.0,485625.0,,121376.0,5.57984e-05,0.1,1.5653706 +3990.79,3591.085,0.21190669,1736.6072,7780000.0,4480.0,486250.0,,121536.0,5.55424e-05,0.1,1.6470239 +3678.5,3592.9155,0.24947791,1736.9008,7790000.0,4485.0,486875.0,,121696.0,5.52864e-05,0.1,1.4812863 +3653.44,3594.735,0.28720954,1737.1937,7800000.0,4490.0,487500.0,,121856.0,5.50304e-05,0.1,1.4667184 +3591.06,3596.3596,0.24225229,1737.4861,7810000.0,4495.0,488125.0,,122016.0,5.47744e-05,0.1,1.5582001 +3643.82,3597.9055,0.23298061,1737.7778,7820000.0,4500.0,488750.0,,122176.0,5.45184e-05,0.1,1.492621 +3568.87,3598.04,0.27692157,1737.6831,7830000.0,4506.0,489375.0,,122336.0,5.42624e-05,0.1,1.514818 +3773.62,3599.8792,0.36761016,1737.9739,7840000.0,4511.0,490000.0,,122496.0,5.40064e-05,0.1,1.5912554 +3964.85,3602.691,0.13893616,1738.2639,7850000.0,4516.0,490625.0,,122656.0,5.37504e-05,0.1,1.5756923 +3983.19,3606.154,0.14455679,1738.9381,7860000.0,4520.0,491250.0,,122784.0,5.35456e-05,0.1,1.4877032 +4036.27,3610.6086,0.26208714,1739.2266,7870000.0,4525.0,491875.0,,122944.0,5.32896e-05,0.1,1.525564 +3930.23,3616.028,0.2497938,1739.8984,7880000.0,4529.0,492500.0,,123104.0,5.30336e-05,0.1,1.4506195 +3989.43,3622.6162,0.23507482,1740.1853,7890000.0,4534.0,493125.0,,123264.0,5.27776e-05,0.1,1.4968773 +3866.77,3626.816,0.36141258,1740.4714,7900000.0,4539.0,493750.0,,123424.0,5.25216e-05,0.1,1.5387446 +3761.87,3629.6565,0.2275483,1741.1403,7910000.0,4543.0,494375.0,,123584.0,5.22656e-05,0.1,1.5847857 +3664.8,3630.4424,0.23549546,1741.4248,7920000.0,4548.0,495000.0,,123744.0,5.20096e-05,0.1,1.5001147 +3709.06,3631.474,0.3214183,1741.7087,7930000.0,4553.0,495625.0,,123904.0,5.17536e-05,0.1,1.5047848 +3715.3,3631.6113,0.21303667,1741.9921,7940000.0,4558.0,496250.0,,124032.0,5.15488e-05,0.1,1.5381708 +3715.2,3630.975,0.19838105,1742.2748,7950000.0,4563.0,496875.0,,124192.0,5.12928e-05,0.1,1.636749 +3469.36,3629.2734,0.15110914,1742.5569,7960000.0,4568.0,497500.0,,124352.0,5.10368e-05,0.1,1.4720247 +3470.93,3628.5513,0.23155008,1742.8384,7970000.0,4573.0,498125.0,,124512.0,5.07808e-05,0.1,1.6478176 +3463.44,3627.575,0.16980523,1743.5001,7980000.0,4577.0,498750.0,,124672.0,5.05248e-05,0.1,1.5945873 +3579.33,3627.741,0.27028894,1743.78,7990000.0,4582.0,499375.0,,124832.0,5.02688e-05,0.1,1.638782 +3605.52,3627.8787,0.28428867,1744.0593,8000000.0,4587.0,500000.0,,124992.0,5.00128e-05,0.1,1.5793422 +3501.58,3626.551,0.2838538,1744.338,8010000.0,4592.0,500625.0,,125152.0,4.97568e-05,0.1,1.5491059 +3657.15,3626.0032,0.21356389,1744.2366,8020000.0,4598.0,501250.0,,125312.0,4.95008e-05,0.1,1.5608784 +3777.78,3626.4773,0.17332254,1744.8936,8030000.0,4602.0,501875.0,,125440.0,4.9296e-05,0.1,1.468193 +3759.37,3626.5283,0.22630282,1745.1704,8040000.0,4607.0,502500.0,,125600.0,4.904e-05,0.1,1.6630957 +3563.05,3624.8882,0.26069003,1745.4467,8050000.0,4612.0,503125.0,,125760.0,4.8784e-05,0.1,1.4339226 +3596.47,3626.732,0.24957183,1745.7223,8060000.0,4617.0,503750.0,,125920.0,4.8528e-05,0.1,1.4699328 +3653.47,3628.7212,0.16925032,1745.9974,8070000.0,4622.0,504375.0,,126080.0,4.8272e-05,0.1,1.5285683 +3585.26,3631.6309,0.21836251,1746.6494,8080000.0,4626.0,505000.0,,126240.0,4.8016e-05,0.1,1.4833133 +3643.05,3635.2334,0.21262825,1746.9229,8090000.0,4631.0,505625.0,,126400.0,4.776e-05,0.1,1.6090684 +3836.77,3640.9326,0.19614059,1747.1958,8100000.0,4636.0,506250.0,,126560.0,4.7504e-05,0.1,1.3086766 +3976.51,3646.767,0.17553565,1747.8448,8110000.0,4640.0,506875.0,,126688.0,4.72992e-05,0.1,1.4431305 +3965.63,3651.723,0.16598286,1748.1162,8120000.0,4645.0,507500.0,,126848.0,4.70432e-05,0.1,1.5167518 +3889.75,3656.9866,0.2528127,1748.0112,8130000.0,4651.0,508125.0,,127008.0,4.67872e-05,0.1,1.4614104 +4076.88,3661.7607,0.29680237,1748.2817,8140000.0,4656.0,508750.0,,127168.0,4.65312e-05,0.1,1.5041547 +3972.33,3666.0928,0.2590662,1748.5518,8150000.0,4661.0,509375.0,,127328.0,4.62752e-05,0.1,1.3611383 +3638.64,3666.4417,0.21468396,1749.1962,8160000.0,4665.0,510000.0,,127488.0,4.60192e-05,0.1,1.4917666 +3666.62,3667.3691,0.18290913,1749.4647,8170000.0,4670.0,510625.0,,127648.0,4.57632e-05,0.1,1.5893593 +3603.41,3666.4429,0.21746355,1749.7327,8180000.0,4675.0,511250.0,,127808.0,4.55072e-05,0.1,1.4329796 +3591.73,3666.5269,0.23920344,1750.374,8190000.0,4679.0,511875.0,,127968.0,4.52512e-05,0.1,1.5488529 +3806.54,3671.4934,0.30836195,1750.6405,8200000.0,4684.0,512500.0,,128096.0,4.50464e-05,0.1,1.3894359 +3755.65,3675.2722,0.21737243,1750.9064,8210000.0,4689.0,513125.0,,128256.0,4.47904e-05,0.1,1.5067995 +3843.54,3680.6262,0.2919024,1751.1718,8220000.0,4694.0,513750.0,,128416.0,4.45344e-05,0.1,1.4643734 +3855.47,3686.4106,0.2267691,1751.8093,8230000.0,4698.0,514375.0,,128576.0,4.42784e-05,0.1,1.5364946 +3810.0,3692.1572,0.19004047,1752.0731,8240000.0,4703.0,515000.0,,128736.0,4.40224e-05,0.1,1.5831189 +3755.66,3696.2634,0.26290122,1752.3364,8250000.0,4708.0,515625.0,,128896.0,4.37664e-05,0.1,1.393139 +3424.23,3694.1106,0.24643777,1752.5992,8260000.0,4713.0,516250.0,,129056.0,4.35104e-05,0.1,1.4057937 +3334.31,3689.8406,0.24741842,1752.8613,8270000.0,4718.0,516875.0,,129216.0,4.32544e-05,0.1,1.4198587 +3441.01,3685.7737,0.25121525,1753.123,8280000.0,4723.0,517500.0,,129344.0,4.30496e-05,0.1,1.4730144 +3512.5,3682.6184,0.15566637,1753.3842,8290000.0,4728.0,518125.0,,129504.0,4.27936e-05,0.1,1.4747846 +3732.7,3680.5032,0.1930433,1753.6447,8300000.0,4733.0,518750.0,,129664.0,4.25376e-05,0.1,1.5448627 +3664.25,3679.2893,0.20313624,1753.9045,8310000.0,4738.0,519375.0,,129824.0,4.22816e-05,0.1,1.3714776 +3709.46,3679.9297,0.14844915,1754.1641,8320000.0,4743.0,520000.0,,129984.0,4.20256e-05,0.1,1.4908074 +3869.87,3681.874,0.19117166,1754.423,8330000.0,4748.0,520625.0,,130144.0,4.17696e-05,0.1,1.4510542 +3864.72,3683.7222,0.24287407,1754.6813,8340000.0,4753.0,521250.0,,130304.0,4.15136e-05,0.1,1.3286341 +3815.8,3686.1387,0.22807509,1754.9391,8350000.0,4758.0,521875.0,,130464.0,4.12576e-05,0.1,1.3339496 +3717.22,3687.4133,0.23551904,1755.1963,8360000.0,4763.0,522500.0,,130624.0,4.10016e-05,0.1,1.4138093 +3684.25,3688.1064,0.31242827,1755.8213,8370000.0,4767.0,523125.0,,130752.0,4.07968e-05,0.1,1.4670286 +3724.63,3688.8594,0.16676745,1756.0771,8380000.0,4772.0,523750.0,,130912.0,4.05408e-05,0.1,1.4708605 +3715.76,3689.5986,0.1999174,1756.3324,8390000.0,4777.0,524375.0,,131072.0,4.02848e-05,0.1,1.5041537 +3823.14,3692.2905,0.18862994,1756.9546,8400000.0,4781.0,525000.0,,131232.0,4.00288e-05,0.1,1.3727177 +3712.45,3692.6694,0.24089684,1757.2085,8410000.0,4786.0,525625.0,,131392.0,3.97728e-05,0.1,1.4238143 +3937.22,3696.1492,0.23814832,1757.4619,8420000.0,4791.0,526250.0,,131552.0,3.95168e-05,0.1,1.3681235 +3949.83,3700.2693,0.36715958,1757.7147,8430000.0,4796.0,526875.0,,131712.0,3.92608e-05,0.1,1.4122281 +3841.31,3704.3887,0.3391227,1757.967,8440000.0,4801.0,527500.0,,131872.0,3.90048e-05,0.1,1.424336 +3663.45,3705.6118,0.2135723,1758.5848,8450000.0,4805.0,528125.0,,132000.0,3.88e-05,0.1,1.4252143 +3641.23,3705.9075,0.33052292,1758.8358,8460000.0,4810.0,528750.0,,132160.0,3.8544e-05,0.1,1.4201791 +3755.2,3708.181,0.22582603,1759.0862,8470000.0,4815.0,529375.0,,132320.0,3.8288e-05,0.1,1.4375612 +3496.17,3707.0059,0.22057164,1759.336,8480000.0,4820.0,530000.0,,132480.0,3.8032e-05,0.1,1.2848842 +3524.78,3705.3809,0.2027615,1759.5854,8490000.0,4825.0,530625.0,,132640.0,3.7776e-05,0.1,1.4583547 +3629.35,3703.8496,0.25690854,1759.8344,8500000.0,4830.0,531250.0,,132800.0,3.752e-05,0.1,1.4681404 +3905.87,3707.0344,0.18783739,1760.4468,8510000.0,4834.0,531875.0,,132960.0,3.7264e-05,0.1,1.3159806 +3949.65,3710.4556,0.18964238,1760.6943,8520000.0,4839.0,532500.0,,133120.0,3.7008e-05,0.1,1.425078 +3884.28,3714.3203,0.27736658,1760.9414,8530000.0,4844.0,533125.0,,133280.0,3.6752e-05,0.1,1.2882214 +3892.48,3717.4175,0.186023,1761.5511,8540000.0,4848.0,533750.0,,133408.0,3.65472e-05,0.1,1.4342303 +3938.18,3721.3936,0.20848525,1761.7969,8550000.0,4853.0,534375.0,,133568.0,3.62912e-05,0.1,1.3127522 +3689.85,3722.7493,0.12620851,1762.042,8560000.0,4858.0,535000.0,,133728.0,3.60352e-05,0.1,1.273471 +3723.15,3725.2979,0.2761733,1762.2866,8570000.0,4863.0,535625.0,,133888.0,3.57792e-05,0.1,1.3498304 +3695.45,3726.607,0.25688168,1762.5308,8580000.0,4868.0,536250.0,,134048.0,3.55232e-05,0.1,1.2883945 +3639.74,3727.1394,0.19714129,1762.7744,8590000.0,4873.0,536875.0,,134208.0,3.52672e-05,0.1,1.3871031 +3730.01,3729.145,0.22164533,1763.0176,8600000.0,4878.0,537500.0,,134368.0,3.50112e-05,0.1,1.3634663 +3712.93,3730.0,0.23809966,1763.2603,8610000.0,4883.0,538125.0,,134528.0,3.47552e-05,0.1,1.3774753 +3895.39,3732.8674,0.22998294,1763.5024,8620000.0,4888.0,538750.0,,134656.0,3.45504e-05,0.1,1.3519493 +3727.03,3732.383,0.22523253,1764.1046,8630000.0,4892.0,539375.0,,134816.0,3.42944e-05,0.1,1.3372751 +3578.28,3731.7966,0.1504455,1764.3455,8640000.0,4897.0,540000.0,,134976.0,3.40384e-05,0.1,1.2960775 +3608.63,3732.346,0.2157468,1764.5859,8650000.0,4902.0,540625.0,,135136.0,3.37824e-05,0.1,1.340734 +3569.09,3731.0457,0.25632775,1764.8258,8660000.0,4907.0,541250.0,,135296.0,3.35264e-05,0.1,1.3906982 +3461.12,3729.5637,0.23509105,1765.0652,8670000.0,4912.0,541875.0,,135456.0,3.32704e-05,0.1,1.385472 +3551.96,3727.6357,0.29675817,1765.3041,8680000.0,4917.0,542500.0,,135616.0,3.30144e-05,0.1,1.3560975 +3723.89,3727.093,0.23874135,1765.5425,8690000.0,4922.0,543125.0,,135776.0,3.27584e-05,0.1,1.3303754 +3597.12,3726.0024,0.20584024,1765.7804,8700000.0,4927.0,543750.0,,135936.0,3.25024e-05,0.1,1.34603 +3615.22,3725.2563,0.21714644,1766.0178,8710000.0,4932.0,544375.0,,136064.0,3.22976e-05,0.1,1.4029325 +3642.47,3726.44,0.26765275,1766.2548,8720000.0,4937.0,545000.0,,136224.0,3.20416e-05,0.1,1.3513597 +3814.91,3726.4065,0.24898888,1766.4913,8730000.0,4942.0,545625.0,,136384.0,3.17856e-05,0.1,1.3385496 +3730.16,3725.6753,0.21415919,1766.7273,8740000.0,4947.0,546250.0,,136544.0,3.15296e-05,0.1,1.4746771 +3938.21,3726.866,0.32327387,1767.3197,8750000.0,4951.0,546875.0,,136704.0,3.12736e-05,0.1,1.3751645 +3960.7,3728.3765,0.192469,1767.1979,8760000.0,4957.0,547500.0,,136864.0,3.10176e-05,0.1,1.360726 +4133.65,3731.0222,0.18055904,1767.7887,8770000.0,4961.0,548125.0,,137024.0,3.07616e-05,0.1,1.5097182 +4073.17,3731.846,0.2885618,1768.0226,8780000.0,4966.0,548750.0,,137184.0,3.05056e-05,0.1,1.4163316 +3958.94,3734.6504,0.16521652,1768.2559,8790000.0,4971.0,549375.0,,137312.0,3.03008e-05,0.1,1.389744 +4079.76,3738.9133,0.28717554,1768.4888,8800000.0,4976.0,550000.0,,137472.0,3.00448e-05,0.1,1.328295 +3887.82,3741.8809,0.21991624,1768.7212,8810000.0,4981.0,550625.0,,137632.0,2.97888e-05,0.1,1.3789724 +3899.99,3744.4429,0.17548735,1769.308,8820000.0,4985.0,551250.0,,137792.0,2.95328e-05,0.1,1.4748929 +3871.91,3747.4734,0.18214832,1769.5391,8830000.0,4990.0,551875.0,,137952.0,2.92768e-05,0.1,1.384671 +3814.63,3747.8835,0.28762805,1769.7698,8840000.0,4995.0,552500.0,,138112.0,2.90208e-05,0.1,1.3439759 +3934.3,3747.5781,0.20783259,1770.0,8850000.0,5000.0,553125.0,,138272.0,2.87648e-05,0.1,1.3803247 +3686.34,3744.6094,0.26090702,1770.2297,8860000.0,5005.0,553750.0,,138432.0,2.85088e-05,0.1,1.4750385 +3671.07,3740.9575,0.19502759,1770.4591,8870000.0,5010.0,554375.0,,138592.0,2.82528e-05,0.1,1.4602232 +3701.31,3738.6685,0.17804497,1771.0411,8880000.0,5014.0,555000.0,,138720.0,2.8048e-05,0.1,1.4678055 +3747.41,3736.248,0.19486393,1771.2692,8890000.0,5019.0,555625.0,,138880.0,2.7792e-05,0.1,1.3810921 +3851.85,3736.0986,0.2046254,1771.4968,8900000.0,5024.0,556250.0,,139040.0,2.7536e-05,0.1,1.5550332 +3817.82,3736.6582,0.21054858,1771.724,8910000.0,5029.0,556875.0,,139200.0,2.728e-05,0.1,1.4565043 +3758.01,3737.59,0.23274572,1772.3029,8920000.0,5033.0,557500.0,,139360.0,2.7024e-05,0.1,1.4303303 +3759.21,3738.0918,0.20513208,1772.5288,8930000.0,5038.0,558125.0,,139520.0,2.6768e-05,0.1,1.5035416 +3533.83,3736.2776,0.20018284,1772.7543,8940000.0,5043.0,558750.0,,139680.0,2.6512e-05,0.1,1.4341208 +3593.81,3735.0635,0.22630008,1772.9794,8950000.0,5048.0,559375.0,,139840.0,2.6256e-05,0.1,1.4453346 +3583.2,3736.202,0.2292392,1773.204,8960000.0,5053.0,560000.0,,140000.0,2.6e-05,0.1,1.4979413 +3594.15,3737.434,0.18547192,1773.7789,8970000.0,5057.0,560625.0,,140128.0,2.57952e-05,0.1,1.4428082 +3646.0,3739.2598,0.25666383,1774.0023,8980000.0,5062.0,561250.0,,140288.0,2.55392e-05,0.1,1.4449366 +3757.61,3741.0422,0.21467496,1774.2253,8990000.0,5067.0,561875.0,,140448.0,2.52832e-05,0.1,1.3878756 +3757.15,3742.5588,0.20703247,1774.448,9000000.0,5072.0,562500.0,,140608.0,2.50272e-05,0.1,1.4211042 +3745.21,3744.995,0.28010282,1774.67,9010000.0,5077.0,563125.0,,140768.0,2.47712e-05,0.1,1.4397373 +3566.87,3744.0925,0.24270774,1775.2411,9020000.0,5081.0,563750.0,,140928.0,2.45152e-05,0.1,1.4494193 +3648.9,3742.8035,0.16068941,1775.462,9030000.0,5086.0,564375.0,,141088.0,2.42592e-05,0.1,1.4651915 +3544.35,3740.653,0.3276695,1775.6826,9040000.0,5091.0,565000.0,,141248.0,2.40032e-05,0.1,1.2532266 +3520.16,3740.224,0.16843148,1775.9027,9050000.0,5096.0,565625.0,,141376.0,2.37984e-05,0.1,1.4214113 +3250.6,3736.7654,0.23336515,1776.1223,9060000.0,5101.0,566250.0,,141536.0,2.35424e-05,0.1,1.3032912 +3184.92,3732.08,0.34793252,1776.3416,9070000.0,5106.0,566875.0,,141696.0,2.32864e-05,0.1,1.2790296 +3039.06,3726.618,0.1656818,1776.5603,9080000.0,5111.0,567500.0,,141856.0,2.30304e-05,0.1,1.3237317 +3117.03,3721.358,0.20034865,1777.1261,9090000.0,5115.0,568125.0,,142016.0,2.27744e-05,0.1,1.423146 +3041.33,3713.4033,0.2852225,1777.3438,9100000.0,5120.0,568750.0,,142176.0,2.25184e-05,0.1,1.2839442 +3144.94,3705.088,0.19025324,1777.561,9110000.0,5125.0,569375.0,,142336.0,2.22624e-05,0.1,1.422643 +3267.93,3698.1106,0.21368751,1777.7778,9120000.0,5130.0,570000.0,,142496.0,2.20064e-05,0.1,1.3634524 +3484.67,3694.06,0.23054215,1777.9941,9130000.0,5135.0,570625.0,,142656.0,2.17504e-05,0.1,1.5192772 +3533.92,3688.63,0.24738292,1778.5562,9140000.0,5139.0,571250.0,,142784.0,2.15456e-05,0.1,1.3990124 +3750.05,3686.4075,0.22044004,1778.7714,9150000.0,5144.0,571875.0,,142944.0,2.12896e-05,0.1,1.3171158 +3795.7,3687.9775,0.22253571,1778.9862,9160000.0,5149.0,572500.0,,143104.0,2.10336e-05,0.1,1.3417952 +3811.47,3689.4263,0.22381055,1779.2006,9170000.0,5154.0,573125.0,,143264.0,2.07776e-05,0.1,1.4702668 +3762.14,3691.0134,0.20327255,1779.7596,9180000.0,5158.0,573750.0,,143424.0,2.05216e-05,0.1,1.3383553 +3532.63,3690.4226,0.18399063,1779.9729,9190000.0,5163.0,574375.0,,143584.0,2.02656e-05,0.1,1.4395374 +3628.96,3688.647,0.25955403,1780.1858,9200000.0,5168.0,575000.0,,143744.0,2.00096e-05,0.1,1.4947572 +3443.36,3685.5242,0.31692454,1780.3982,9210000.0,5173.0,575625.0,,143904.0,1.97536e-05,0.1,1.3379295 +3520.55,3682.2947,0.24482787,1780.9542,9220000.0,5177.0,576250.0,,144032.0,1.95488e-05,0.1,1.3561777 +3585.72,3679.5972,0.3005288,1781.1655,9230000.0,5182.0,576875.0,,144192.0,1.92928e-05,0.1,1.4554604 +3605.97,3677.557,0.22687311,1781.0332,9240000.0,5188.0,577500.0,,144352.0,1.90368e-05,0.1,1.3347018 +3690.32,3676.903,0.27422062,1781.244,9250000.0,5193.0,578125.0,,144512.0,1.87808e-05,0.1,1.3011084 +3613.96,3678.8003,0.25840518,1781.4543,9260000.0,5198.0,578750.0,,144672.0,1.85248e-05,0.1,1.3709157 +3773.27,3683.1904,0.32555363,1781.6644,9270000.0,5203.0,579375.0,,144832.0,1.82688e-05,0.1,1.3874376 +3612.39,3684.9038,0.2547615,1781.874,9280000.0,5208.0,580000.0,,144992.0,1.80128e-05,0.1,1.3515563 +3641.78,3686.1965,0.21013983,1782.0833,9290000.0,5213.0,580625.0,,145152.0,1.77568e-05,0.1,1.443016 +3735.76,3686.2268,0.24819358,1782.2921,9300000.0,5218.0,581250.0,,145312.0,1.75008e-05,0.1,1.279621 +3687.92,3686.4639,0.22706732,1782.8418,9310000.0,5222.0,581875.0,,145440.0,1.7296e-05,0.1,1.4674706 +3595.78,3685.327,0.18747622,1783.0496,9320000.0,5227.0,582500.0,,145600.0,1.704e-05,0.1,1.3910447 +3552.76,3682.1555,0.24379566,1783.2568,9330000.0,5232.0,583125.0,,145760.0,1.6784e-05,0.1,1.3405957 +3689.76,3680.4062,0.2431033,1783.4639,9340000.0,5237.0,583750.0,,145920.0,1.6528e-05,0.1,1.3700836 +3732.81,3679.5767,0.28196257,1783.6704,9350000.0,5242.0,584375.0,,146080.0,1.6272e-05,0.1,1.3042021 +3514.28,3677.547,0.29176182,1783.8765,9360000.0,5247.0,585000.0,,146240.0,1.6016e-05,0.1,1.2077699 +3608.41,3676.7888,0.34125763,1784.422,9370000.0,5251.0,585625.0,,146400.0,1.576e-05,0.1,1.3291962 +3638.79,3675.9304,0.23365942,1784.6271,9380000.0,5256.0,586250.0,,146560.0,1.5504e-05,0.1,1.4126836 +3678.86,3675.5615,0.2984963,1784.8318,9390000.0,5261.0,586875.0,,146688.0,1.52992e-05,0.1,1.3265914 +3591.89,3673.2488,0.22500691,1785.3751,9400000.0,5265.0,587500.0,,146848.0,1.50432e-05,0.1,1.2448591 +3582.14,3671.9456,0.22602695,1785.5787,9410000.0,5270.0,588125.0,,147008.0,1.47872e-05,0.1,1.360506 +3700.18,3669.575,0.21984306,1785.782,9420000.0,5275.0,588750.0,,147168.0,1.45312e-05,0.1,1.4503596 +3742.04,3667.497,0.23378415,1785.9849,9430000.0,5280.0,589375.0,,147328.0,1.42752e-05,0.1,1.3972276 +3810.59,3667.19,0.22969209,1786.5254,9440000.0,5284.0,590000.0,,147488.0,1.40192e-05,0.1,1.3662151 +3895.84,3669.5144,0.32142317,1786.7272,9450000.0,5289.0,590625.0,,147648.0,1.37632e-05,0.1,1.4278667 +3833.38,3671.4355,0.24469098,1786.9286,9460000.0,5294.0,591250.0,,147808.0,1.35072e-05,0.1,1.2924405 +3698.02,3670.864,0.30916184,1787.1296,9470000.0,5299.0,591875.0,,147968.0,1.32512e-05,0.1,1.3124626 +3594.27,3671.845,0.28386536,1787.6674,9480000.0,5303.0,592500.0,,148096.0,1.30464e-05,0.1,1.4754078 +3650.31,3673.1003,0.19670238,1787.8673,9490000.0,5308.0,593125.0,,148256.0,1.27904e-05,0.1,1.3784467 +3631.92,3673.126,0.23885803,1788.067,9500000.0,5313.0,593750.0,,148416.0,1.25344e-05,0.1,1.2980925 +3669.68,3670.7637,0.17012314,1788.2662,9510000.0,5318.0,594375.0,,148576.0,1.22784e-05,0.1,1.3914814 +3787.53,3669.1426,0.19557795,1788.4652,9520000.0,5323.0,595000.0,,148736.0,1.20224e-05,0.1,1.4435939 +3967.23,3669.9722,0.17228568,1788.9994,9530000.0,5327.0,595625.0,,148896.0,1.17664e-05,0.1,1.3071265 +3924.3,3670.2905,0.16429277,1789.1973,9540000.0,5332.0,596250.0,,149056.0,1.15104e-05,0.1,1.3637167 +3886.04,3669.769,0.3147787,1789.3948,9550000.0,5337.0,596875.0,,149216.0,1.12544e-05,0.1,1.3261082 +3903.65,3671.9072,0.2388174,1789.5919,9560000.0,5342.0,597500.0,,149344.0,1.10496e-05,0.1,1.4593768 +3761.13,3672.2869,0.21848321,1789.7887,9570000.0,5347.0,598125.0,,149504.0,1.07936e-05,0.1,1.2365737 +3840.22,3673.7346,0.2990072,1789.9851,9580000.0,5352.0,598750.0,,149664.0,1.05376e-05,0.1,1.3840398 +3849.99,3675.8372,0.16190687,1790.181,9590000.0,5357.0,599375.0,,149824.0,1.02816e-05,0.1,1.3199134 +3977.3,3678.31,0.20557563,1790.3767,9600000.0,5362.0,600000.0,,149984.0,1.00256e-05,0.1,1.3495125 +3870.52,3679.8862,0.21829183,1790.9058,9610000.0,5366.0,600625.0,,150144.0,9.7696e-06,0.1,1.3426001 +3853.76,3679.4697,0.35083595,1791.1003,9620000.0,5371.0,601250.0,,150304.0,9.5136e-06,0.1,1.3045945 +4029.91,3682.4985,0.19148423,1791.2947,9630000.0,5376.0,601875.0,,150464.0,9.2576e-06,0.1,1.1949955 +3822.16,3684.9373,0.21131183,1791.4885,9640000.0,5381.0,602500.0,,150624.0,9.0016e-06,0.1,1.5357544 +3685.52,3685.706,0.24473739,1792.0149,9650000.0,5385.0,603125.0,,150752.0,8.7968e-06,0.1,1.3559407 +3582.21,3685.8374,0.22672978,1792.2078,9660000.0,5390.0,603750.0,,150912.0,8.5408e-06,0.1,1.3744985 +3666.48,3687.8906,0.25339976,1792.4004,9670000.0,5395.0,604375.0,,151072.0,8.2848e-06,0.1,1.3519666 +3844.73,3690.8188,0.3199562,1792.5927,9680000.0,5400.0,605000.0,,151232.0,8.0288e-06,0.1,1.2746265 +3691.63,3690.4956,0.2881956,1793.1162,9690000.0,5404.0,605625.0,,151392.0,7.7728e-06,0.1,1.3935074 +3823.22,3692.7566,0.21299282,1793.3075,9700000.0,5409.0,606250.0,,151552.0,7.5168e-06,0.1,1.3079095 +3945.43,3696.0588,0.27150765,1793.4983,9710000.0,5414.0,606875.0,,151712.0,7.2608e-06,0.1,1.4532447 +3919.03,3698.8247,0.19134583,1793.6888,9720000.0,5419.0,607500.0,,151872.0,7.0048e-06,0.1,1.3022565 +3945.63,3700.1318,0.24751632,1794.2098,9730000.0,5423.0,608125.0,,152000.0,6.8e-06,0.1,1.3518989 +3791.65,3700.7468,0.32871374,1794.7301,9740000.0,5427.0,608750.0,,152160.0,6.544e-06,0.1,1.2550442 +3960.62,3700.9707,0.2857378,1795.2495,9750000.0,5431.0,609375.0,,152320.0,6.288e-06,0.1,1.3781388 +4088.84,3702.2524,0.34352672,1795.4379,9760000.0,5436.0,610000.0,,152480.0,6.032e-06,0.1,1.322773 +4064.94,3701.565,0.31176585,1795.9559,9770000.0,5440.0,610625.0,,152640.0,5.776e-06,0.1,1.2911863 +4121.96,3702.0532,0.25099066,1796.1433,9780000.0,5445.0,611250.0,,152800.0,5.52e-06,0.1,1.2604909 +4071.54,3703.179,0.2157282,1796.6599,9790000.0,5449.0,611875.0,,152960.0,5.264e-06,0.1,1.3271153 +4082.35,3703.205,0.3002032,1796.8463,9800000.0,5454.0,612500.0,,153120.0,5.008e-06,0.1,1.4072275 +3997.83,3704.305,0.22319533,1797.3617,9810000.0,5458.0,613125.0,,153280.0,4.752e-06,0.1,1.4084904 +3901.95,3704.3247,0.23837623,1797.8762,9820000.0,5462.0,613750.0,,153408.0,4.5472e-06,0.1,1.4298499 +3938.68,3704.9922,0.20618168,1798.39,9830000.0,5466.0,614375.0,,153568.0,4.2912e-06,0.1,1.3919485 +3814.81,3704.9941,0.29902494,1798.9031,9840000.0,5470.0,615000.0,,153728.0,4.0352e-06,0.1,1.4762474 +3848.7,3704.1377,0.15546581,1799.0868,9850000.0,5475.0,615625.0,,153888.0,3.7792e-06,0.1,1.303153 +3989.65,3707.1711,0.16280171,1799.27,9860000.0,5480.0,616250.0,,154048.0,3.5232e-06,0.1,1.5084612 +3996.86,3710.429,0.17237191,1799.7811,9870000.0,5484.0,616875.0,,154208.0,3.2672e-06,0.1,1.4219844 +3835.11,3711.767,0.2182357,1800.2915,9880000.0,5488.0,617500.0,,154368.0,3.0112e-06,0.1,1.5028905 +3765.65,3711.9497,0.2892568,1800.8011,9890000.0,5492.0,618125.0,,154528.0,2.7552e-06,0.1,1.3895583 +3759.59,3711.027,0.24809083,1801.31,9900000.0,5496.0,618750.0,,154656.0,2.5504e-06,0.1,1.3633585 +3892.18,3711.7705,0.25860363,1801.8182,9910000.0,5500.0,619375.0,,154816.0,2.2944e-06,0.1,1.4369279 +3699.58,3711.1865,0.20423217,1802.3256,9920000.0,5504.0,620000.0,,154976.0,2.0384e-06,0.1,1.4088385 +3669.3,3710.2876,0.26880318,1802.8323,9930000.0,5508.0,620625.0,,155136.0,1.7824e-06,0.1,1.3142744 +3853.02,3713.4795,0.32159656,1803.6654,9940000.0,5511.0,621250.0,,155296.0,1.5264e-06,0.1,1.3255825 +3981.7,3717.3582,0.33164465,1803.8434,9950000.0,5516.0,621875.0,,155456.0,1.2704e-06,0.1,1.2957273 +4048.03,3722.0063,0.2386198,1804.3478,9960000.0,5520.0,622500.0,,155616.0,1.0144e-06,0.1,1.3536444 +3972.57,3725.7903,0.24408382,1804.8516,9970000.0,5524.0,623125.0,,155776.0,7.584e-07,0.1,1.4238789 +4040.1,3729.7312,0.36289358,1805.3546,9980000.0,5528.0,623750.0,,155936.0,5.024e-07,0.1,1.3179238 +4064.97,3732.8047,0.2573376,1806.1833,9990000.0,5531.0,624375.0,,156064.0,2.976e-07,0.1,1.3803025 +4046.68,3735.7,0.22365268,1806.6847,10000000.0,5535.0,625000.0,,156224.0,4.16e-08,0.1,1.3833274 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_df_train.csv b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..dbcec24c1a84ee5baf84d4e1de014a19d23e8a9a --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +1234.7778,1234.7778,1.1862017,1428.5714,10000.0,7.0,625.0,,128.0,0.0002497952,0.1,2.8812678 +1743.7142,1489.2461,0.59456515,1538.4615,20000.0,13.0,1250.0,,288.0,0.0002495392,0.1,2.8734138 +2023.1177,1667.2032,0.7492071,1500.0,30000.0,20.0,1875.0,,448.0,0.0002492832,0.1,2.860615 +2112.2341,1778.4609,0.4837318,1538.4615,40000.0,26.0,2500.0,,608.0,0.0002490272,0.1,2.8566818 +2202.9692,1863.3625,0.59596574,1562.5,50000.0,32.0,3125.0,,768.0,0.0002487712,0.1,2.8479552 +2120.8718,1906.2808,0.5007333,1578.9474,60000.0,38.0,3750.0,,928.0,0.0002485152,0.1,2.8223429 +2183.978,1945.9518,0.63224864,1590.909,70000.0,44.0,4375.0,,1088.0,0.0002482592,0.1,2.8415895 +2227.19,1981.1066,0.6307596,1600.0,80000.0,50.0,5000.0,,1248.0,0.0002480032,0.1,2.8154764 +2280.93,2014.4204,0.5292734,1607.1428,90000.0,56.0,5625.0,,1376.0,0.0002477984,0.1,2.8072186 +2180.79,2031.0574,0.5982511,1587.3016,100000.0,63.0,6250.0,,1536.0,0.0002475424,0.1,2.76859 +2208.48,2047.1868,0.5163508,1594.2029,110000.0,69.0,6875.0,,1696.0,0.0002472864,0.1,2.7656972 +2253.51,2064.3804,0.41237178,1621.6216,120000.0,74.0,7500.0,,1856.0,0.0002470304,0.1,2.7762566 +2460.18,2094.8264,0.44485065,1625.0,130000.0,80.0,8125.0,,2016.0,0.0002467744,0.1,2.7724562 +2435.47,2119.1582,0.24564314,1627.907,140000.0,86.0,8750.0,,2176.0,0.0002465184,0.1,2.775001 +2509.84,2145.2036,0.44747517,1630.4348,150000.0,92.0,9375.0,,2336.0,0.0002462624,0.1,2.7516801 +2586.29,2172.7715,0.50395113,1616.1616,160000.0,99.0,10000.0,,2496.0,0.0002460064,0.1,2.7407215 +2630.55,2199.6997,0.3414737,1619.0476,170000.0,105.0,10625.0,,2656.0,0.0002457504,0.1,2.7351108 +2736.75,2229.536,0.23766622,1621.6216,180000.0,111.0,11250.0,,2784.0,0.0002455456,0.1,2.7247345 +2717.08,2255.196,0.57603484,1637.931,190000.0,116.0,11875.0,,2944.0,0.0002452896,0.1,2.7494762 +2637.99,2274.3357,0.44062006,1626.0162,200000.0,123.0,12500.0,,3104.0,0.0002450336,0.1,2.7470403 +2535.47,2286.7708,0.4887897,1627.907,210000.0,129.0,13125.0,,3264.0,0.0002447776,0.1,2.7263694 +2562.85,2299.3198,0.5324366,1629.6296,220000.0,135.0,13750.0,,3424.0,0.0002445216,0.1,2.7054539 +2538.74,2309.7292,0.55892926,1631.2057,230000.0,141.0,14375.0,,3584.0,0.0002442656,0.1,2.6779447 +2566.16,2320.4138,0.403014,1632.6531,240000.0,147.0,15000.0,,3744.0,0.0002440096,0.1,2.6677809 +2575.31,2330.6096,0.43251005,1633.9869,250000.0,153.0,15625.0,,3904.0,0.0002437536,0.1,2.6131518 +2629.97,2342.1233,0.37734565,1635.2201,260000.0,159.0,16250.0,,4032.0,0.0002435488,0.1,2.6476088 +2768.96,2357.9321,0.37098336,1636.3636,270000.0,165.0,16875.0,,4192.0,0.0002432928,0.1,2.6361718 +2768.48,2372.5945,0.39268422,1637.4269,280000.0,171.0,17500.0,,4352.0,0.0002430368,0.1,2.6366277 +2783.2,2386.7534,0.4042632,1638.4181,290000.0,177.0,18125.0,,4512.0,0.0002427808,0.1,2.5730996 +2848.35,2402.1401,0.38933718,1639.3442,300000.0,183.0,18750.0,,4672.0,0.0002425248,0.1,2.5966182 +2976.74,2420.6755,0.39998728,1640.2117,310000.0,189.0,19375.0,,4832.0,0.0002422688,0.1,2.6267662 +3014.94,2439.2466,0.4766619,1641.0256,320000.0,195.0,20000.0,,4992.0,0.0002420128,0.1,2.6508799 +2919.9,2453.8118,0.29015362,1641.791,330000.0,201.0,20625.0,,5152.0,0.0002417568,0.1,2.6995769 +2882.51,2466.4204,0.2834405,1650.4855,340000.0,206.0,21250.0,,5312.0,0.0002415008,0.1,2.6592016 +2748.74,2474.4868,0.25589013,1650.9434,350000.0,212.0,21875.0,,5440.0,0.000241296,0.1,2.7087607 +2904.73,2486.438,0.2535941,1643.8356,360000.0,219.0,22500.0,,5600.0,0.00024104,0.1,2.664682 +2928.23,2498.3782,0.33360827,1637.1681,370000.0,226.0,23125.0,,5760.0,0.000240784,0.1,2.6385155 +2739.94,2504.735,0.2546815,1637.931,380000.0,232.0,23750.0,,5920.0,0.000240528,0.1,2.6311 +2666.26,2508.8767,0.3346615,1638.6555,390000.0,238.0,24375.0,,6080.0,0.000240272,0.1,2.5913532 +2734.97,2514.5293,0.35075164,1639.3442,400000.0,244.0,25000.0,,6240.0,0.000240016,0.1,2.5602531 +2655.01,2517.9556,0.20350172,1640.0,410000.0,250.0,25625.0,,6400.0,0.00023976,0.1,2.583466 +2776.54,2524.1123,0.24329688,1640.625,420000.0,256.0,26250.0,,6560.0,0.000239504,0.1,2.574408 +2726.2,2528.8123,0.3488583,1641.2213,430000.0,262.0,26875.0,,6688.0,0.0002392992,0.1,2.59155 +2606.11,2530.5688,0.21057051,1641.791,440000.0,268.0,27500.0,,6848.0,0.0002390432,0.1,2.6725829 +2697.66,2534.282,0.32233682,1642.3358,450000.0,274.0,28125.0,,7008.0,0.0002387872,0.1,2.5860782 +2661.93,2537.057,0.29798838,1642.8572,460000.0,280.0,28750.0,,7168.0,0.0002385312,0.1,2.5692034 +2754.05,2541.6736,0.31253323,1643.3567,470000.0,286.0,29375.0,,7328.0,0.0002382752,0.1,2.50768 +2711.76,2545.217,0.19583073,1643.8356,480000.0,292.0,30000.0,,7488.0,0.0002380192,0.1,2.4808683 +2631.17,2546.9712,0.235336,1638.796,490000.0,299.0,30625.0,,7648.0,0.0002377632,0.1,2.3902817 +2713.06,2550.2932,0.2286145,1639.3442,500000.0,305.0,31250.0,,7808.0,0.0002375072,0.1,2.3998072 +2795.95,2555.11,0.2283644,1639.8713,510000.0,311.0,31875.0,,7968.0,0.0002372512,0.1,2.4253755 +2978.02,2563.2427,0.30616912,1645.5696,520000.0,316.0,32500.0,,8096.0,0.0002370464,0.1,2.4926775 +2994.01,2571.3706,0.37885377,1645.9628,530000.0,322.0,33125.0,,8256.0,0.0002367904,0.1,2.4490314 +3032.47,2579.9094,0.3360122,1646.3414,540000.0,328.0,33750.0,,8416.0,0.0002365344,0.1,2.380608 +3102.23,2589.4062,0.2860363,1646.7065,550000.0,334.0,34375.0,,8576.0,0.0002362784,0.1,2.4477792 +3147.27,2599.3677,0.36751074,1647.0588,560000.0,340.0,35000.0,,8736.0,0.0002360224,0.1,2.462091 +3270.05,2611.134,0.33365226,1647.3988,570000.0,346.0,35625.0,,8896.0,0.0002357664,0.1,2.4395535 +3268.74,2622.472,0.23085952,1652.4216,580000.0,351.0,36250.0,,9056.0,0.0002355104,0.1,2.4478636 +3262.76,2633.3245,0.20240463,1652.661,590000.0,357.0,36875.0,,9216.0,0.0002352544,0.1,2.4431994 +3123.16,2641.4883,0.2999973,1652.8926,600000.0,363.0,37500.0,,9344.0,0.0002350496,0.1,2.4354382 +3068.5,2648.4885,0.16522272,1653.1166,610000.0,369.0,38125.0,,9504.0,0.0002347936,0.1,2.4398074 +3202.64,2657.4265,0.29095468,1653.3334,620000.0,375.0,38750.0,,9664.0,0.0002345376,0.1,2.4450371 +3169.09,2665.548,0.32292253,1653.5433,630000.0,381.0,39375.0,,9824.0,0.0002342816,0.1,2.3748362 +3111.65,2672.5186,0.121877775,1649.4845,640000.0,388.0,40000.0,,9984.0,0.0002340256,0.1,2.5054567 +3157.6,2679.9812,0.19558282,1649.7462,650000.0,394.0,40625.0,,10144.0,0.0002337696,0.1,2.5188408 +3209.25,2688.0005,0.32365826,1650.0,660000.0,400.0,41250.0,,10304.0,0.0002335136,0.1,2.4393373 +3221.19,2695.9585,0.16369712,1650.2463,670000.0,406.0,41875.0,,10464.0,0.0002332576,0.1,2.4954367 +3134.65,2702.41,0.18428198,1650.4855,680000.0,412.0,42500.0,,10624.0,0.0002330016,0.1,2.439979 +2942.47,2705.8892,0.3012763,1650.7177,690000.0,418.0,43125.0,,10752.0,0.0002327968,0.1,2.4557648 +2831.96,2707.69,0.28685832,1650.9434,700000.0,424.0,43750.0,,10912.0,0.0002325408,0.1,2.3996892 +2872.13,2710.0059,0.27681592,1651.1628,710000.0,430.0,44375.0,,11072.0,0.0002322848,0.1,2.5035543 +2973.54,2713.6665,0.33877468,1647.5973,720000.0,437.0,45000.0,,11232.0,0.0002320288,0.1,2.5167012 +2858.6,2715.6519,0.24578246,1644.1442,730000.0,444.0,45625.0,,11392.0,0.0002317728,0.1,2.492251 +2795.54,2716.7314,0.2760561,1644.4445,740000.0,450.0,46250.0,,11552.0,0.0002315168,0.1,2.4722857 +2812.02,2718.002,0.13647032,1644.7368,750000.0,456.0,46875.0,,11712.0,0.0002312608,0.1,2.4610167 +2890.06,2720.2659,0.32049605,1645.0216,760000.0,462.0,47500.0,,11872.0,0.0002310048,0.1,2.3836546 +3087.97,2725.0413,0.15703304,1645.2992,770000.0,468.0,48125.0,,12000.0,0.0002308,0.1,2.339243 +3105.85,2729.9233,0.2366724,1645.5696,780000.0,474.0,48750.0,,12160.0,0.000230544,0.1,2.3215032 +3057.03,2734.064,0.25254205,1645.8334,790000.0,480.0,49375.0,,12320.0,0.000230288,0.1,2.3872252 +2946.03,2736.7134,0.27258098,1646.0906,800000.0,486.0,50000.0,,12480.0,0.000230032,0.1,2.2502608 +2937.1,2739.1873,0.2788937,1646.3414,810000.0,492.0,50625.0,,12640.0,0.000229776,0.1,2.2793832 +2958.27,2741.859,0.32015717,1646.5863,820000.0,498.0,51250.0,,12800.0,0.00022952,0.1,2.2612996 +3060.24,2745.6948,0.29114464,1646.8254,830000.0,504.0,51875.0,,12960.0,0.000229264,0.1,2.2927637 +2910.99,2747.6626,0.32255605,1647.0588,840000.0,510.0,52500.0,,13120.0,0.000229008,0.1,2.3040543 +3058.78,2751.3228,0.33429128,1647.2869,850000.0,516.0,53125.0,,13280.0,0.000228752,0.1,2.3118196 +2984.6,2754.0352,0.15234028,1647.5095,860000.0,522.0,53750.0,,13408.0,0.0002285472,0.1,2.3088195 +3017.55,2757.0642,0.30018756,1650.8539,870000.0,527.0,54375.0,,13568.0,0.0002282912,0.1,2.2480702 +3190.74,2761.9927,0.42836404,1647.9401,880000.0,534.0,55000.0,,13728.0,0.0002280352,0.1,2.1487546 +3147.82,2766.328,0.2816746,1648.1482,890000.0,540.0,55625.0,,13888.0,0.0002277792,0.1,2.1852262 +3211.4,2771.2732,0.2858039,1648.3517,900000.0,546.0,56250.0,,14048.0,0.0002275232,0.1,2.2701554 +3239.0,2776.4128,0.27369365,1645.5696,910000.0,553.0,56875.0,,14208.0,0.0002272672,0.1,2.2163432 +3212.5,2781.153,0.2694196,1648.7455,920000.0,558.0,57500.0,,14368.0,0.0002270112,0.1,2.3171964 +3215.14,2785.8196,0.14502342,1648.9362,930000.0,564.0,58125.0,,14528.0,0.0002267552,0.1,2.2881873 +3269.85,2790.9688,0.12299672,1649.1228,940000.0,570.0,58750.0,,14656.0,0.0002265504,0.1,2.3526967 +3299.38,2796.3203,0.33987722,1652.174,950000.0,575.0,59375.0,,14816.0,0.0002262944,0.1,2.4029093 +3129.97,2799.7961,0.19342911,1649.4845,960000.0,582.0,60000.0,,14976.0,0.0002260384,0.1,2.348866 +3106.53,2802.9585,0.22586241,1649.6599,970000.0,588.0,60625.0,,15136.0,0.0002257824,0.1,2.425723 +2953.71,2804.4968,0.1900934,1649.8317,980000.0,594.0,61250.0,,15296.0,0.0002255264,0.1,2.4914908 +2923.9,2805.703,0.08955913,1650.0,990000.0,600.0,61875.0,,15456.0,0.0002252704,0.1,2.4634507 +2883.8,2806.4841,0.16294341,1650.165,1000000.0,606.0,62500.0,,15616.0,0.0002250144,0.1,2.4446163 +2784.33,2821.9795,0.33478805,1650.3268,1010000.0,612.0,63125.0,,15776.0,0.0002247584,0.1,2.321216 +2901.35,2833.5557,0.19059657,1650.4855,1020000.0,618.0,63750.0,,15936.0,0.0002245024,0.1,2.3581808 +2817.19,2841.4963,0.16757913,1650.641,1030000.0,624.0,64375.0,,16064.0,0.0002242976,0.1,2.4168355 +2866.06,2849.0344,0.1760582,1650.7937,1040000.0,630.0,65000.0,,16224.0,0.0002240416,0.1,2.385633 +2827.48,2855.2793,0.23484,1650.9434,1050000.0,636.0,65625.0,,16384.0,0.0002237856,0.1,2.3422813 +2919.44,2863.265,0.19390501,1651.0903,1060000.0,642.0,66250.0,,16544.0,0.0002235296,0.1,2.31467 +2970.12,2871.1265,0.30075276,1651.2346,1070000.0,648.0,66875.0,,16704.0,0.0002232736,0.1,2.3573174 +3056.86,2879.4233,0.27236167,1651.3761,1080000.0,654.0,67500.0,,16864.0,0.0002230176,0.1,2.345602 +2964.01,2886.2542,0.23942882,1651.5151,1090000.0,660.0,68125.0,,17024.0,0.0002227616,0.1,2.3566568 +3182.08,2896.267,0.18706252,1651.6516,1100000.0,666.0,68750.0,,17184.0,0.0002225056,0.1,2.3134556 +3202.9,2906.2112,0.16749582,1651.7858,1110000.0,672.0,69375.0,,17312.0,0.0002223008,0.1,2.277595 +3268.82,2916.3643,0.16962115,1649.4845,1120000.0,679.0,70000.0,,17472.0,0.0002220448,0.1,2.3639283 +3317.66,2924.939,0.14905335,1649.635,1130000.0,685.0,70625.0,,17632.0,0.0002217888,0.1,2.321312 +3179.91,2932.3835,0.17935425,1652.174,1140000.0,690.0,71250.0,,17792.0,0.0002215328,0.1,2.3665612 +2999.61,2937.2812,0.14055723,1652.2988,1150000.0,696.0,71875.0,,17952.0,0.0002212768,0.1,2.3265824 +3090.21,2942.3206,0.31693095,1652.4216,1160000.0,702.0,72500.0,,18112.0,0.0002210208,0.1,2.3016386 +3000.37,2946.0188,0.16654973,1652.5424,1170000.0,708.0,73125.0,,18272.0,0.0002207648,0.1,2.3711941 +3032.75,2948.979,0.19586481,1652.661,1180000.0,714.0,73750.0,,18432.0,0.0002205088,0.1,2.379335 +3136.17,2953.1694,0.33584982,1652.7778,1190000.0,720.0,74375.0,,18592.0,0.0002202528,0.1,2.3511014 +3121.34,2958.0032,0.116356984,1652.8926,1200000.0,726.0,75000.0,,18720.0,0.000220048,0.1,2.4254148 +3191.92,2964.5671,0.21791498,1653.0055,1210000.0,732.0,75625.0,,18880.0,0.000219792,0.1,2.369778 +3174.0,2970.6787,0.16529205,1653.1166,1220000.0,738.0,76250.0,,19040.0,0.000219536,0.1,2.3067577 +3111.59,2976.4072,0.25283867,1653.2258,1230000.0,744.0,76875.0,,19200.0,0.00021928,0.1,2.3765297 +3091.49,2981.6606,0.18228152,1653.3334,1240000.0,750.0,77500.0,,19360.0,0.000219024,0.1,2.352219 +3073.61,2986.644,0.23715939,1653.4392,1250000.0,756.0,78125.0,,19520.0,0.000218768,0.1,2.2850084 +2936.78,2989.7122,0.23369959,1653.5433,1260000.0,762.0,78750.0,,19680.0,0.000218512,0.1,2.3088527 +2872.63,2990.7485,0.14701009,1653.6459,1270000.0,768.0,79375.0,,19840.0,0.000218256,0.1,2.4046247 +2959.36,2992.6575,0.17762057,1653.7468,1280000.0,774.0,80000.0,,20000.0,0.000218,0.1,2.2604308 +2968.46,2994.51,0.230741,1653.8462,1290000.0,780.0,80625.0,,20128.0,0.0002177952,0.1,2.3066 +2919.83,2995.225,0.26228648,1653.944,1300000.0,786.0,81250.0,,20288.0,0.0002175392,0.1,2.3005702 +2823.97,2993.6973,0.267194,1656.1315,1310000.0,791.0,81875.0,,20448.0,0.0002172832,0.1,2.24674 +2722.49,2990.7727,0.16524616,1654.1354,1320000.0,798.0,82500.0,,20608.0,0.0002170272,0.1,2.3034453 +2806.49,2989.6387,0.21922493,1652.174,1330000.0,805.0,83125.0,,20768.0,0.0002167712,0.1,2.3161435 +2745.56,2988.269,0.16028927,1652.2811,1340000.0,811.0,83750.0,,20928.0,0.0002165152,0.1,2.3150496 +2756.35,2988.3452,0.15233357,1652.3868,1350000.0,817.0,84375.0,,21088.0,0.0002162592,0.1,2.3131025 +2712.46,2986.4226,0.17196058,1652.4908,1360000.0,823.0,85000.0,,21248.0,0.0002160032,0.1,2.3743672 +2851.73,2985.6572,0.21835591,1654.5894,1370000.0,828.0,85625.0,,21376.0,0.0002157984,0.1,2.3652647 +2921.01,2987.4678,0.22942355,1654.6763,1380000.0,834.0,86250.0,,21536.0,0.0002155424,0.1,2.3354568 +3053.12,2991.3362,0.14391631,1654.762,1390000.0,840.0,86875.0,,21696.0,0.0002152864,0.1,2.404007 +3021.28,2994.1995,0.25756657,1654.8463,1400000.0,846.0,87500.0,,21856.0,0.0002150304,0.1,2.3617945 +3097.06,2998.6204,0.12502699,1652.9895,1410000.0,853.0,88125.0,,22016.0,0.0002147744,0.1,2.3606093 +3027.09,3001.1257,0.26183084,1653.085,1420000.0,859.0,88750.0,,22176.0,0.0002145184,0.1,2.324445 +3043.47,3004.2983,0.1487348,1653.1792,1430000.0,865.0,89375.0,,22336.0,0.0002142624,0.1,2.3399322 +2904.1,3007.2783,0.17169061,1653.2721,1440000.0,871.0,90000.0,,22496.0,0.0002140064,0.1,2.3139372 +2747.8,3007.7798,0.250689,1653.3638,1450000.0,877.0,90625.0,,22656.0,0.0002137504,0.1,2.3564882 +2714.7,3008.3076,0.10112131,1653.4541,1460000.0,883.0,91250.0,,22784.0,0.0002135456,0.1,2.427455 +2560.11,3006.3682,0.22716588,1655.4054,1470000.0,888.0,91875.0,,22944.0,0.0002132896,0.1,2.2459693 +2548.9,3004.7397,0.20999403,1653.6312,1480000.0,895.0,92500.0,,23104.0,0.0002130336,0.1,2.3162308 +2501.0,3003.4377,0.22702909,1651.8846,1490000.0,902.0,93125.0,,23264.0,0.0002127776,0.1,2.3471808 +2611.59,3002.423,0.20707715,1650.165,1500000.0,909.0,93750.0,,23424.0,0.0002125216,0.1,2.3231916 +2756.48,3002.0283,0.1504215,1652.0787,1510000.0,914.0,94375.0,,23584.0,0.0002122656,0.1,2.3064804 +2811.63,3000.3643,0.3514219,1650.38,1520000.0,921.0,95000.0,,23744.0,0.0002120096,0.1,2.2546015 +2933.07,2999.755,0.29772675,1650.4855,1530000.0,927.0,95625.0,,23904.0,0.0002117536,0.1,2.2681434 +3070.19,3000.132,0.2839189,1652.3605,1540000.0,932.0,96250.0,,24032.0,0.0002115488,0.1,2.2211192 +3082.4,2999.934,0.18373093,1652.452,1550000.0,938.0,96875.0,,24192.0,0.0002112928,0.1,2.2514586 +3135.29,2999.814,0.14971273,1652.5424,1560000.0,944.0,97500.0,,24352.0,0.0002110368,0.1,2.2302675 +3095.26,2998.0662,0.2686212,1652.6316,1570000.0,950.0,98125.0,,24512.0,0.0002107808,0.1,2.1637387 +3092.05,2996.2993,0.21895714,1652.7196,1580000.0,956.0,98750.0,,24672.0,0.0002105248,0.1,2.310976 +3141.89,2995.0903,0.20739174,1652.8066,1590000.0,962.0,99375.0,,24832.0,0.0002102688,0.1,2.2483501 +3037.48,2994.2336,0.15694484,1652.8926,1600000.0,968.0,100000.0,,24992.0,0.0002100128,0.1,2.3479242 +2889.0,2992.4387,0.13915655,1652.9774,1610000.0,974.0,100625.0,,25152.0,0.0002097568,0.1,2.3066082 +2800.69,2988.419,0.26403904,1653.0613,1620000.0,980.0,101250.0,,25312.0,0.0002095008,0.1,2.044579 +2769.95,2984.4277,0.25554144,1653.144,1630000.0,986.0,101875.0,,25440.0,0.000209296,0.1,2.1532578 +2869.08,2982.0022,0.19716716,1653.2258,1640000.0,992.0,102500.0,,25600.0,0.00020904,0.1,2.264401 +2816.59,2978.5923,0.23815407,1651.6516,1650000.0,999.0,103125.0,,25760.0,0.000208784,0.1,2.1108978 +2789.93,2974.3992,0.21084176,1650.0994,1660000.0,1006.0,103750.0,,25920.0,0.000208528,0.1,2.2287695 +2755.01,2969.7375,0.20158719,1648.5686,1670000.0,1013.0,104375.0,,26080.0,0.000208272,0.1,2.1767578 +2774.95,2966.1404,0.20508043,1648.6752,1680000.0,1019.0,105000.0,,26240.0,0.000208016,0.1,2.2192209 +2813.46,2964.85,0.1660262,1648.7805,1690000.0,1025.0,105625.0,,26400.0,0.00020776,0.1,2.1925263 +2744.6,2963.9763,0.22595942,1648.8845,1700000.0,1031.0,106250.0,,26560.0,0.000207504,0.1,2.0977888 +2601.46,2961.2698,0.2714626,1648.9874,1710000.0,1037.0,106875.0,,26688.0,0.0002072992,0.1,2.1707916 +2596.57,2957.5002,0.19002731,1647.5095,1720000.0,1044.0,107500.0,,26848.0,0.0002070432,0.1,2.2272873 +2851.89,2957.4329,0.27779612,1646.0514,1730000.0,1051.0,108125.0,,27008.0,0.0002067872,0.1,2.2427733 +2986.66,2959.3445,0.30775914,1646.1685,1740000.0,1057.0,108750.0,,27168.0,0.0002065312,0.1,2.2040954 +2968.05,2960.9043,0.2572847,1646.284,1750000.0,1063.0,109375.0,,27328.0,0.0002062752,0.1,2.1983366 +2945.92,2961.4631,0.28604266,1646.3986,1760000.0,1069.0,110000.0,,27488.0,0.0002060192,0.1,2.101067 +3018.57,2960.7688,0.15161969,1646.5116,1770000.0,1075.0,110625.0,,27648.0,0.0002057632,0.1,2.204484 +3019.87,2959.9094,0.26697376,1646.6235,1780000.0,1081.0,111250.0,,27808.0,0.0002055072,0.1,2.300067 +2872.3,2958.0618,0.23580295,1646.7341,1790000.0,1087.0,111875.0,,27968.0,0.0002052512,0.1,2.2369711 +2801.21,2956.614,0.12946795,1646.8435,1800000.0,1093.0,112500.0,,28096.0,0.0002050464,0.1,2.2389185 +2664.13,2953.884,0.29338872,1646.9518,1810000.0,1099.0,113125.0,,28256.0,0.0002047904,0.1,2.2444508 +2902.39,2953.3252,0.3963672,1647.0588,1820000.0,1105.0,113750.0,,28416.0,0.0002045344,0.1,2.0733006 +2826.93,2950.9922,0.19568951,1647.1647,1830000.0,1111.0,114375.0,,28576.0,0.0002042784,0.1,2.1906128 +3022.04,2952.1025,0.255103,1645.796,1840000.0,1118.0,115000.0,,28736.0,0.0002040224,0.1,2.2475507 +3051.83,2952.0332,0.22909299,1645.9075,1850000.0,1124.0,115625.0,,28896.0,0.0002037664,0.1,2.171276 +3168.22,2953.8694,0.19715367,1646.0177,1860000.0,1130.0,116250.0,,29056.0,0.0002035104,0.1,2.206238 +3187.93,2955.5735,0.2929419,1646.1267,1870000.0,1136.0,116875.0,,29216.0,0.0002032544,0.1,2.2713823 +3238.32,2956.0493,0.18789874,1647.6775,1880000.0,1141.0,117500.0,,29344.0,0.0002030496,0.1,2.2565203 +3191.03,2956.4812,0.2075472,1646.3414,1890000.0,1148.0,118125.0,,29504.0,0.0002027936,0.1,2.1655762 +3339.25,2957.7593,0.3485195,1646.4471,1900000.0,1154.0,118750.0,,29664.0,0.0002025376,0.1,2.1928139 +3402.11,2959.3909,0.28557655,1646.5518,1910000.0,1160.0,119375.0,,29824.0,0.0002022816,0.1,2.2487464 +3427.38,2961.5398,0.24950162,1646.6553,1920000.0,1166.0,120000.0,,29984.0,0.0002020256,0.1,2.1420734 +3464.57,2964.0337,0.26812246,1646.7577,1930000.0,1172.0,120625.0,,30144.0,0.0002017696,0.1,2.2015781 +3482.73,2966.162,0.21144958,1646.8591,1940000.0,1178.0,121250.0,,30304.0,0.0002015136,0.1,2.2077775 +3612.48,2969.2932,0.22100876,1645.5696,1950000.0,1185.0,121875.0,,30464.0,0.0002012576,0.1,2.2438726 +3579.7,2973.7903,0.16386263,1645.6759,1960000.0,1191.0,122500.0,,30624.0,0.0002010016,0.1,2.0267327 +3424.02,2976.9656,0.22418216,1647.1572,1970000.0,1196.0,123125.0,,30752.0,0.0002007968,0.1,2.1980143 +3476.2,2982.1904,0.2777789,1647.2545,1980000.0,1202.0,123750.0,,30912.0,0.0002005408,0.1,2.0745997 +3451.69,2987.4685,0.19307761,1647.351,1990000.0,1208.0,124375.0,,31072.0,0.0002002848,0.1,2.026898 +3427.59,2992.9062,0.16584095,1647.4464,2000000.0,1214.0,125000.0,,31232.0,0.0002000288,0.1,2.0354307 +3473.52,2999.7983,0.12740338,1647.541,2010000.0,1220.0,125625.0,,31392.0,0.0001997728,0.1,2.103177 +3371.2,3004.4968,0.26547906,1647.6346,2020000.0,1226.0,126250.0,,31552.0,0.0001995168,0.1,2.1227694 +3224.38,3008.5688,0.2739559,1647.7273,2030000.0,1232.0,126875.0,,31712.0,0.0001992608,0.1,2.1210916 +3319.33,3013.1016,0.18877023,1647.8191,2040000.0,1238.0,127500.0,,31872.0,0.0001990048,0.1,2.0446377 +3114.2,3015.9685,0.22219408,1647.9099,2050000.0,1244.0,128125.0,,32000.0,0.0001988,0.1,1.9662538 +3088.22,3017.6562,0.22174317,1648.0,2060000.0,1250.0,128750.0,,32160.0,0.000198544,0.1,2.050149 +2979.08,3017.7463,0.2523481,1648.0891,2070000.0,1256.0,129375.0,,32320.0,0.000198288,0.1,2.037808 +2946.6,3016.6436,0.23752193,1648.1775,2080000.0,1262.0,130000.0,,32480.0,0.000198032,0.1,2.0835605 +2855.86,3015.5623,0.18691781,1646.9661,2090000.0,1269.0,130625.0,,32640.0,0.000197776,0.1,2.0848224 +2912.37,3012.865,0.15757175,1647.0588,2100000.0,1275.0,131250.0,,32800.0,0.00019752,0.1,1.9070506 +2887.03,3009.7063,0.21313803,1647.1506,2110000.0,1281.0,131875.0,,32960.0,0.000197264,0.1,1.9765317 +2819.18,3005.21,0.20748243,1647.2417,2120000.0,1287.0,132500.0,,33120.0,0.000197008,0.1,1.9523361 +2786.84,2999.9019,0.12438592,1647.3318,2130000.0,1293.0,133125.0,,33280.0,0.000196752,0.1,1.9476264 +2807.69,2996.1794,0.20355235,1647.4211,2140000.0,1299.0,133750.0,,33408.0,0.0001965472,0.1,1.964984 +2978.51,2995.9685,0.33116472,1647.5095,2150000.0,1305.0,134375.0,,33568.0,0.0001962912,0.1,1.9451241 +3059.45,2995.6606,0.20541668,1647.5973,2160000.0,1311.0,135000.0,,33728.0,0.0001960352,0.1,2.0375311 +3101.67,2996.6733,0.19054693,1647.6841,2170000.0,1317.0,135625.0,,33888.0,0.0001957792,0.1,2.0680795 +3191.63,2998.2622,0.09859132,1647.7703,2180000.0,1323.0,136250.0,,34048.0,0.0001955232,0.1,2.0207796 +3164.61,2998.547,0.14157584,1647.8556,2190000.0,1329.0,136875.0,,34208.0,0.0001952672,0.1,2.005347 +3121.66,2998.55,0.2000997,1647.9401,2200000.0,1335.0,137500.0,,34368.0,0.0001950112,0.1,2.0135534 +3211.0,2998.741,0.21404134,1648.0238,2210000.0,1341.0,138125.0,,34528.0,0.0001947552,0.1,1.8763835 +3153.18,2998.5327,0.20948409,1649.3313,2220000.0,1346.0,138750.0,,34656.0,0.0001945504,0.1,1.9914136 +3179.74,2999.2146,0.25763592,1648.1892,2230000.0,1353.0,139375.0,,34816.0,0.0001942944,0.1,1.9862258 +3087.02,2999.1697,0.22246051,1648.2708,2240000.0,1359.0,140000.0,,34976.0,0.0001940384,0.1,2.0899897 +3121.49,2999.6487,0.22328533,1647.1449,2250000.0,1366.0,140625.0,,35136.0,0.0001937824,0.1,2.049044 +3205.85,3002.3394,0.26228175,1648.4318,2260000.0,1371.0,141250.0,,35296.0,0.0001935264,0.1,2.1631055 +3278.32,3006.396,0.23618415,1648.5112,2270000.0,1377.0,141875.0,,35456.0,0.0001932704,0.1,1.9300077 +3326.6,3010.068,0.41314915,1648.59,2280000.0,1383.0,142500.0,,35616.0,0.0001930144,0.1,2.0950391 +3314.05,3013.5244,0.25915515,1648.6681,2290000.0,1389.0,143125.0,,35776.0,0.0001927584,0.1,1.9990317 +3283.83,3017.1643,0.14373912,1648.7455,2300000.0,1395.0,143750.0,,35936.0,0.0001925024,0.1,2.152384 +3235.94,3021.2842,0.31672937,1648.8223,2310000.0,1401.0,144375.0,,36064.0,0.0001922976,0.1,1.9996874 +3319.92,3027.258,0.2421439,1648.8983,2320000.0,1407.0,145000.0,,36224.0,0.0001920416,0.1,2.039591 +3176.54,3030.9587,0.21994397,1648.9738,2330000.0,1413.0,145625.0,,36384.0,0.0001917856,0.1,2.2145298 +3110.1,3034.6038,0.23083827,1649.0486,2340000.0,1419.0,146250.0,,36544.0,0.0001915296,0.1,1.9857788 +2943.21,3036.4724,0.23481451,1649.1228,2350000.0,1425.0,146875.0,,36704.0,0.0001912736,0.1,2.1459177 +2909.09,3038.439,0.15309352,1649.1964,2360000.0,1431.0,147500.0,,36864.0,0.0001910176,0.1,2.0831337 +3142.99,3041.3518,0.1748676,1649.2693,2370000.0,1437.0,148125.0,,37024.0,0.0001907616,0.1,2.080612 +3200.93,3044.1514,0.18762028,1648.1995,2380000.0,1444.0,148750.0,,37184.0,0.0001905056,0.1,1.9588931 +3171.81,3045.338,0.16739768,1649.4133,2390000.0,1449.0,149375.0,,37312.0,0.0001903008,0.1,1.9563544 +3232.23,3047.4473,0.30052805,1649.4845,2400000.0,1455.0,150000.0,,37472.0,0.0001900448,0.1,2.04738 +3376.35,3050.24,0.15115358,1649.555,2410000.0,1461.0,150625.0,,37632.0,0.0001897888,0.1,2.1138694 +3329.15,3053.2607,0.22660981,1649.6251,2420000.0,1467.0,151250.0,,37792.0,0.0001895328,0.1,2.0602186 +3407.17,3056.8975,0.174783,1648.5753,2430000.0,1474.0,151875.0,,37952.0,0.0001892768,0.1,1.971972 +2997.1,3057.8274,0.23391491,1648.6487,2440000.0,1480.0,152500.0,,38112.0,0.0001890208,0.1,2.0030215 +2961.68,3059.9666,0.21657318,1648.7214,2450000.0,1486.0,153125.0,,38272.0,0.0001887648,0.1,1.9799044 +2914.24,3061.962,0.15231761,1647.6892,2460000.0,1493.0,153750.0,,38432.0,0.0001885088,0.1,1.8715456 +2901.63,3065.3772,0.23174605,1647.7651,2470000.0,1499.0,154375.0,,38592.0,0.0001882528,0.1,2.0773435 +2955.05,3069.439,0.1303729,1648.9362,2480000.0,1504.0,155000.0,,38720.0,0.000188048,0.1,1.9001515 +2999.27,3074.4216,0.20468895,1647.9153,2490000.0,1511.0,155625.0,,38880.0,0.000187792,0.1,1.9530038 +3101.49,3079.3206,0.21286245,1647.9895,2500000.0,1517.0,156250.0,,39040.0,0.000187536,0.1,1.9444588 +3203.06,3083.7866,0.25166255,1648.063,2510000.0,1523.0,156875.0,,39200.0,0.00018728,0.1,1.9180286 +3284.16,3088.512,0.23305342,1648.136,2520000.0,1529.0,157500.0,,39360.0,0.000187024,0.1,1.8802967 +3281.67,3091.9976,0.21805704,1648.2085,2530000.0,1535.0,158125.0,,39520.0,0.000186768,0.1,1.9497306 +3423.59,3095.5315,0.22511052,1648.2804,2540000.0,1541.0,158750.0,,39680.0,0.000186512,0.1,1.8479474 +3423.68,3098.944,0.17592567,1648.3517,2550000.0,1547.0,159375.0,,39840.0,0.000186256,0.1,1.8666689 +3303.22,3100.6235,0.1603201,1648.4224,2560000.0,1553.0,160000.0,,40000.0,0.000186,0.1,1.8955355 +3241.12,3102.0823,0.14192228,1648.4927,2570000.0,1559.0,160625.0,,40128.0,0.0001857952,0.1,1.9708911 +3353.14,3104.6929,0.18029651,1648.5623,2580000.0,1565.0,161250.0,,40288.0,0.0001855392,0.1,1.9444726 +3512.93,3108.4033,0.17713368,1648.6315,2590000.0,1571.0,161875.0,,40448.0,0.0001852832,0.1,1.9563538 +3558.34,3113.6123,0.1402942,1648.7001,2600000.0,1577.0,162500.0,,40608.0,0.0001850272,0.1,2.0093815 +3378.96,3118.5115,0.19567256,1648.7682,2610000.0,1583.0,163125.0,,40768.0,0.0001847712,0.1,1.9849226 +3450.08,3125.0059,0.29413146,1648.8357,2620000.0,1589.0,163750.0,,40928.0,0.0001845152,0.1,1.9888352 +3598.04,3133.2869,0.34956273,1648.9028,2630000.0,1595.0,164375.0,,41088.0,0.0001842592,0.1,1.9510221 +3721.9,3141.815,0.21892564,1648.9694,2640000.0,1601.0,165000.0,,41248.0,0.0001840032,0.1,1.9678624 +3687.19,3150.521,0.23156787,1650.0623,2650000.0,1606.0,165625.0,,41376.0,0.0001837984,0.1,1.9651195 +3509.46,3157.7158,0.15412053,1650.124,2660000.0,1612.0,166250.0,,41536.0,0.0001835424,0.1,2.092072 +3556.55,3165.732,0.2765128,1650.1854,2670000.0,1618.0,166875.0,,41696.0,0.0001832864,0.1,1.9451249 +3698.15,3174.9639,0.17677462,1650.2463,2680000.0,1624.0,167500.0,,41856.0,0.0001830304,0.1,1.9306415 +3636.73,3183.1963,0.116530985,1650.3068,2690000.0,1630.0,168125.0,,42016.0,0.0001827744,0.1,2.054377 +3516.14,3190.9111,0.31720504,1650.3667,2700000.0,1636.0,168750.0,,42176.0,0.0001825184,0.1,1.9241824 +3404.04,3198.9373,0.19530302,1649.4218,2710000.0,1643.0,169375.0,,42336.0,0.0001822624,0.1,1.8553772 +3302.41,3205.9954,0.33107913,1649.4845,2720000.0,1649.0,170000.0,,42496.0,0.0001820064,0.1,1.8496673 +3359.75,3211.074,0.20323771,1649.5469,2730000.0,1655.0,170625.0,,42656.0,0.0001817504,0.1,1.8866391 +3279.79,3214.0054,0.14914882,1650.6024,2740000.0,1660.0,171250.0,,42784.0,0.0001815456,0.1,1.9476148 +3161.68,3215.942,0.11658233,1650.6603,2750000.0,1666.0,171875.0,,42944.0,0.0001812896,0.1,1.8994495 +3178.24,3218.2654,0.18041396,1649.7311,2760000.0,1673.0,172500.0,,43104.0,0.0001810336,0.1,1.9591243 +3268.63,3220.7659,0.19487333,1649.7915,2770000.0,1679.0,173125.0,,43264.0,0.0001807776,0.1,1.9095151 +3300.21,3223.5696,0.20403685,1648.873,2780000.0,1686.0,173750.0,,43424.0,0.0001805216,0.1,1.7446947 +3392.13,3228.7676,0.28635502,1648.9362,2790000.0,1692.0,174375.0,,43584.0,0.0001802656,0.1,1.7220532 +3376.28,3234.518,0.1449259,1648.9988,2800000.0,1698.0,175000.0,,43744.0,0.0001800096,0.1,1.9571269 +3374.13,3241.6182,0.25232977,1649.061,2810000.0,1704.0,175625.0,,43904.0,0.0001797536,0.1,1.912977 +3333.83,3245.9326,0.19740851,1650.0878,2820000.0,1709.0,176250.0,,44032.0,0.0001795488,0.1,1.8249215 +3213.53,3249.7983,0.16004276,1650.1458,2830000.0,1715.0,176875.0,,44192.0,0.0001792928,0.1,1.9472817 +3274.45,3252.3225,0.19731818,1650.2034,2840000.0,1721.0,177500.0,,44352.0,0.0001790368,0.1,1.9323349 +3164.48,3253.449,0.13624057,1650.2606,2850000.0,1727.0,178125.0,,44512.0,0.0001787808,0.1,2.0265934 +3126.11,3253.028,0.21346186,1650.3174,2860000.0,1733.0,178750.0,,44672.0,0.0001785248,0.1,1.9379374 +3107.24,3252.2212,0.368649,1650.3738,2870000.0,1739.0,179375.0,,44832.0,0.0001782688,0.1,1.9853755 +3006.17,3249.8997,0.25494713,1650.4298,2880000.0,1745.0,180000.0,,44992.0,0.0001780128,0.1,1.9352958 +3199.41,3249.9834,0.36190176,1650.4855,2890000.0,1751.0,180625.0,,45152.0,0.0001777568,0.1,2.0238333 +3302.7,3249.618,0.22579719,1650.5406,2900000.0,1757.0,181250.0,,45312.0,0.0001775008,0.1,2.04538 +3153.72,3247.1338,0.24555096,1650.5956,2910000.0,1763.0,181875.0,,45440.0,0.000177296,0.1,1.9612458 +3212.75,3244.9875,0.22630188,1650.65,2920000.0,1769.0,182500.0,,45600.0,0.00017704,0.1,2.0360413 +3133.75,3241.6794,0.16848792,1651.6348,2930000.0,1774.0,183125.0,,45760.0,0.000176784,0.1,2.0017364 +3159.95,3238.4517,0.24781828,1651.6854,2940000.0,1780.0,183750.0,,45920.0,0.000176528,0.1,1.9981863 +3160.23,3233.9287,0.23076464,1650.8114,2950000.0,1787.0,184375.0,,46080.0,0.000176272,0.1,2.1264372 +3145.08,3229.583,0.23999238,1650.8645,2960000.0,1793.0,185000.0,,46240.0,0.000176016,0.1,1.9581677 +3056.02,3225.903,0.18621354,1650.9172,2970000.0,1799.0,185625.0,,46400.0,0.00017576,0.1,1.8067372 +3002.62,3221.1672,0.24290946,1650.0554,2980000.0,1806.0,186250.0,,46560.0,0.000175504,0.1,1.9368336 +3005.83,3216.709,0.21896073,1650.1104,2990000.0,1812.0,186875.0,,46688.0,0.0001752992,0.1,2.0380034 +2968.65,3212.1194,0.18021283,1650.165,3000000.0,1818.0,187500.0,,46848.0,0.0001750432,0.1,1.8981096 +2860.67,3205.991,0.11632113,1650.2192,3010000.0,1824.0,188125.0,,47008.0,0.0001747872,0.1,1.9461989 +2623.68,3198.5156,0.1789082,1651.1755,3020000.0,1829.0,188750.0,,47168.0,0.0001745312,0.1,1.9712739 +2614.7,3192.4187,0.15564908,1651.2262,3030000.0,1835.0,189375.0,,47328.0,0.0001742752,0.1,2.0298972 +2670.04,3185.9253,0.22139513,1651.2765,3040000.0,1841.0,190000.0,,47488.0,0.0001740192,0.1,1.821419 +2711.22,3181.8955,0.1283098,1651.3264,3050000.0,1847.0,190625.0,,47648.0,0.0001737632,0.1,1.9221892 +2871.19,3179.7256,0.23452584,1650.4855,3060000.0,1854.0,191250.0,,47808.0,0.0001735072,0.1,1.9130547 +3088.14,3180.816,0.16804707,1650.5376,3070000.0,1860.0,191875.0,,47968.0,0.0001732512,0.1,1.8646815 +3191.93,3183.2693,0.1289571,1651.4745,3080000.0,1865.0,192500.0,,48096.0,0.0001730464,0.1,1.9991529 +3198.84,3186.699,0.22044565,1651.5232,3090000.0,1871.0,193125.0,,48256.0,0.0001727904,0.1,1.9974844 +3358.16,3191.1572,0.18456012,1651.5717,3100000.0,1877.0,193750.0,,48416.0,0.0001725344,0.1,1.8926415 +3427.86,3196.5657,0.23500115,1651.6198,3110000.0,1883.0,194375.0,,48576.0,0.0001722784,0.1,2.0183356 +3440.55,3202.7793,0.338535,1651.6676,3120000.0,1889.0,195000.0,,48736.0,0.0001720224,0.1,2.0141125 +3371.0,3208.6208,0.2118982,1651.7151,3130000.0,1895.0,195625.0,,48896.0,0.0001717664,0.1,1.9336873 +3182.85,3212.3726,0.19987302,1651.7622,3140000.0,1901.0,196250.0,,49056.0,0.0001715104,0.1,2.0082355 +3167.71,3214.2644,0.18908831,1651.8091,3150000.0,1907.0,196875.0,,49216.0,0.0001712544,0.1,1.8153608 +3026.06,3213.9307,0.16207702,1651.8557,3160000.0,1913.0,197500.0,,49344.0,0.0001710496,0.1,1.9222289 +3024.91,3213.1628,0.22271763,1652.7633,3170000.0,1918.0,198125.0,,49504.0,0.0001707936,0.1,2.0510888 +2984.59,3211.0925,0.2980284,1651.948,3180000.0,1925.0,198750.0,,49664.0,0.0001705376,0.1,1.9641855 +3045.82,3209.9043,0.15280822,1651.9938,3190000.0,1931.0,199375.0,,49824.0,0.0001702816,0.1,1.9354634 +3102.56,3209.7139,0.18044764,1652.0392,3200000.0,1937.0,200000.0,,49984.0,0.0001700256,0.1,2.0142555 +3053.56,3208.1394,0.2773147,1652.935,3210000.0,1942.0,200625.0,,50144.0,0.0001697696,0.1,1.9060473 +3260.69,3209.2144,0.22730692,1652.1293,3220000.0,1949.0,201250.0,,50304.0,0.0001695136,0.1,2.0068562 +3317.06,3210.5874,0.24411795,1652.174,3230000.0,1955.0,201875.0,,50464.0,0.0001692576,0.1,1.9477699 +3383.22,3213.5498,0.18377896,1652.2183,3240000.0,1961.0,202500.0,,50624.0,0.0001690016,0.1,1.8484468 +3376.85,3216.103,0.2662814,1653.1028,3250000.0,1966.0,203125.0,,50752.0,0.0001687968,0.1,1.959097 +3248.18,3216.5266,0.20171733,1653.144,3260000.0,1972.0,203750.0,,50912.0,0.0001685408,0.1,1.7707081 +3356.21,3217.3054,0.21687433,1653.185,3270000.0,1978.0,204375.0,,51072.0,0.0001682848,0.1,1.8519039 +3397.49,3218.0144,0.25981957,1653.2258,3280000.0,1984.0,205000.0,,51232.0,0.0001680288,0.1,1.7334678 +3425.75,3219.1316,0.21581542,1653.2664,3290000.0,1990.0,205625.0,,51392.0,0.0001677728,0.1,1.6322061 +3452.96,3220.8228,0.17455153,1653.3066,3300000.0,1996.0,206250.0,,51552.0,0.0001675168,0.1,1.674983 +3705.16,3225.515,0.363119,1653.3467,3310000.0,2002.0,206875.0,,51712.0,0.0001672608,0.1,1.767405 +3653.85,3228.8538,0.3030045,1653.3865,3320000.0,2008.0,207500.0,,51872.0,0.0001670048,0.1,1.7743111 +3694.98,3234.038,0.22145583,1653.426,3330000.0,2014.0,208125.0,,52000.0,0.0001668,0.1,1.6608448 +3753.68,3240.474,0.18515177,1652.6472,3340000.0,2021.0,208750.0,,52160.0,0.000166544,0.1,1.9143147 +3717.88,3248.2207,0.26157147,1652.6887,3350000.0,2027.0,209375.0,,52320.0,0.000166288,0.1,1.8859991 +3732.83,3256.458,0.19222093,1652.73,3360000.0,2033.0,210000.0,,52480.0,0.000166032,0.1,1.7777156 +3612.69,3261.1553,0.30974588,1652.771,3370000.0,2039.0,210625.0,,52640.0,0.000165776,0.1,1.8624704 +3506.58,3264.212,0.2874323,1652.8118,3380000.0,2045.0,211250.0,,52800.0,0.00016552,0.1,1.6989951 +3563.41,3268.128,0.25198323,1652.8523,3390000.0,2051.0,211875.0,,52960.0,0.000165264,0.1,1.8283591 +3526.21,3271.0679,0.1925294,1652.8926,3400000.0,2057.0,212500.0,,53120.0,0.000165008,0.1,1.7744033 +3623.43,3273.5383,0.295734,1652.9326,3410000.0,2063.0,213125.0,,53280.0,0.000164752,0.1,1.8296084 +3481.08,3275.0579,0.22851045,1653.7717,3420000.0,2068.0,213750.0,,53408.0,0.0001645472,0.1,1.8773894 +3479.33,3275.7798,0.24720207,1653.0121,3430000.0,2075.0,214375.0,,53568.0,0.0001642912,0.1,1.826113 +3457.59,3280.3848,0.21819186,1653.0514,3440000.0,2081.0,215000.0,,53728.0,0.0001640352,0.1,1.8195245 +3366.9,3284.4368,0.13417128,1652.2988,3450000.0,2088.0,215625.0,,53888.0,0.0001637792,0.1,1.8413205 +3388.38,3289.1777,0.17646317,1651.5513,3460000.0,2095.0,216250.0,,54048.0,0.0001635232,0.1,1.8515548 +3482.67,3294.9878,0.17084716,1650.8087,3470000.0,2102.0,216875.0,,54208.0,0.0001632672,0.1,1.7850753 +3435.52,3299.7927,0.17732836,1650.8539,3480000.0,2108.0,217500.0,,54368.0,0.0001630112,0.1,1.9584541 +3439.83,3304.1985,0.26833394,1651.68,3490000.0,2113.0,218125.0,,54528.0,0.0001627552,0.1,1.8118954 +3543.59,3308.6196,0.15187214,1651.7225,3500000.0,2119.0,218750.0,,54656.0,0.0001625504,0.1,1.8469052 +3646.22,3313.0513,0.20560412,1651.7646,3510000.0,2125.0,219375.0,,54816.0,0.0001622944,0.1,1.7358184 +3590.59,3316.1157,0.1619823,1651.8066,3520000.0,2131.0,220000.0,,54976.0,0.0001620384,0.1,1.8499187 +3425.33,3317.5525,0.13520205,1651.8484,3530000.0,2137.0,220625.0,,55136.0,0.0001617824,0.1,1.81856 +3469.55,3318.0122,0.119822994,1651.8899,3540000.0,2143.0,221250.0,,55296.0,0.0001615264,0.1,1.82571 +3443.44,3318.2095,0.1994967,1651.9312,3550000.0,2149.0,221875.0,,55456.0,0.0001612704,0.1,1.9579328 +3530.07,3320.4778,0.18654959,1651.2059,3560000.0,2156.0,222500.0,,55616.0,0.0001610144,0.1,1.9706162 +3456.58,3322.6328,0.25474,1651.2489,3570000.0,2162.0,223125.0,,55776.0,0.0001607584,0.1,1.8597579 +3482.6,3323.9272,0.20352635,1651.2915,3580000.0,2168.0,223750.0,,55936.0,0.0001605024,0.1,1.775434 +3488.74,3323.685,0.2512635,1651.334,3590000.0,2174.0,224375.0,,56064.0,0.0001602976,0.1,1.8522108 +3510.44,3323.2063,0.16970854,1651.3761,3600000.0,2180.0,225000.0,,56224.0,0.0001600416,0.1,1.9554447 +3390.39,3323.3203,0.18850206,1651.4181,3610000.0,2186.0,225625.0,,56384.0,0.0001597856,0.1,1.7760478 +3183.58,3320.6555,0.1735661,1651.4598,3620000.0,2192.0,226250.0,,56544.0,0.0001595296,0.1,1.8935833 +3140.19,3316.077,0.29851693,1651.5013,3630000.0,2198.0,226875.0,,56704.0,0.0001592736,0.1,1.6948857 +2851.53,3307.3735,0.19412209,1651.5426,3640000.0,2204.0,227500.0,,56864.0,0.0001590176,0.1,1.700027 +2840.17,3298.903,0.14083786,1651.5837,3650000.0,2210.0,228125.0,,57024.0,0.0001587616,0.1,1.7654638 +2891.54,3292.7236,0.18839371,1651.6245,3660000.0,2216.0,228750.0,,57184.0,0.0001585056,0.1,1.7469437 +2958.37,3286.7422,0.12716496,1651.6652,3670000.0,2222.0,229375.0,,57312.0,0.0001583008,0.1,1.8589168 +3024.41,3280.0046,0.30988982,1651.7056,3680000.0,2228.0,230000.0,,57472.0,0.0001580448,0.1,1.9105666 +2982.46,3273.4622,0.19822653,1651.7457,3690000.0,2234.0,230625.0,,57632.0,0.0001577888,0.1,1.747899 +3018.24,3268.4832,0.14591268,1651.7858,3700000.0,2240.0,231250.0,,57792.0,0.0001575328,0.1,1.8723104 +3106.46,3265.507,0.16485861,1652.5613,3710000.0,2245.0,231875.0,,57952.0,0.0001572768,0.1,1.9040558 +3131.22,3263.7957,0.14739434,1652.5989,3720000.0,2251.0,232500.0,,58112.0,0.0001570208,0.1,1.8349707 +3069.97,3260.8977,0.16728522,1652.6362,3730000.0,2257.0,233125.0,,58272.0,0.0001567648,0.1,1.7808344 +3067.9,3258.7788,0.1790492,1652.6735,3740000.0,2263.0,233750.0,,58432.0,0.0001565088,0.1,1.9477276 +3109.89,3258.2603,0.1776479,1652.7104,3750000.0,2269.0,234375.0,,58592.0,0.0001562528,0.1,1.715174 +3269.28,3259.171,0.15582688,1652.7472,3760000.0,2275.0,235000.0,,58720.0,0.000156048,0.1,1.8702043 +3303.42,3259.5188,0.18794458,1652.7838,3770000.0,2281.0,235625.0,,58880.0,0.000155792,0.1,1.75166 +3323.08,3259.7476,0.21852167,1652.8203,3780000.0,2287.0,236250.0,,59040.0,0.000155536,0.1,1.8395567 +3327.35,3259.0996,0.22043493,1652.8566,3790000.0,2293.0,236875.0,,59200.0,0.00015528,0.1,1.9548657 +3331.88,3258.6555,0.14203086,1652.8926,3800000.0,2299.0,237500.0,,59360.0,0.000155024,0.1,1.8662245 +3128.24,3256.1968,0.35113296,1652.2117,3810000.0,2306.0,238125.0,,59520.0,0.000154768,0.1,1.8278552 +3111.03,3253.9688,0.24986422,1652.2491,3820000.0,2312.0,238750.0,,59680.0,0.000154512,0.1,1.8795967 +3119.64,3253.03,0.25877568,1652.2865,3830000.0,2318.0,239375.0,,59840.0,0.000154256,0.1,1.8752754 +3117.88,3251.464,0.23786199,1652.3236,3840000.0,2324.0,240000.0,,60000.0,0.000154,0.1,1.8907542 +3007.85,3249.8975,0.16368832,1653.07,3850000.0,2329.0,240625.0,,60128.0,0.0001537952,0.1,1.7537117 +3021.09,3248.8474,0.17921075,1653.105,3860000.0,2335.0,241250.0,,60288.0,0.0001535392,0.1,1.8535157 +3128.17,3249.0571,0.13646138,1652.4338,3870000.0,2342.0,241875.0,,60448.0,0.0001532832,0.1,1.8861902 +3128.12,3250.2766,0.23456441,1652.4702,3880000.0,2348.0,242500.0,,60608.0,0.0001530272,0.1,1.9193945 +3109.66,3249.3792,0.21419442,1652.5063,3890000.0,2354.0,243125.0,,60768.0,0.0001527712,0.1,1.9321427 +3008.72,3246.439,0.24568097,1652.5424,3900000.0,2360.0,243750.0,,60928.0,0.0001525152,0.1,1.8958623 +3112.96,3246.032,0.19100338,1651.88,3910000.0,2367.0,244375.0,,61088.0,0.0001522592,0.1,1.8083657 +3199.56,3245.9,0.20455113,1651.9174,3920000.0,2373.0,245000.0,,61248.0,0.0001520032,0.1,1.8540845 +3040.4,3244.9666,0.19635728,1652.6493,3930000.0,2378.0,245625.0,,61376.0,0.0001517984,0.1,1.8662882 +3027.41,3243.6409,0.26930663,1652.6846,3940000.0,2384.0,246250.0,,61536.0,0.0001515424,0.1,1.7865735 +3071.4,3242.753,0.16766536,1652.7196,3950000.0,2390.0,246875.0,,61696.0,0.0001512864,0.1,1.8887882 +3205.42,3243.3562,0.21844348,1652.7546,3960000.0,2396.0,247500.0,,61856.0,0.0001510304,0.1,1.789726 +3247.82,3245.2742,0.25757027,1652.7893,3970000.0,2402.0,248125.0,,62016.0,0.0001507744,0.1,1.788616 +3250.67,3247.7542,0.19069056,1652.1378,3980000.0,2409.0,248750.0,,62176.0,0.0001505184,0.1,1.8174169 +3220.96,3249.9053,0.16300774,1652.174,3990000.0,2415.0,249375.0,,62336.0,0.0001502624,0.1,1.8995501 +3173.63,3251.9553,0.16215774,1652.2098,4000000.0,2421.0,250000.0,,62496.0,0.0001500064,0.1,1.7975996 +3243.24,3255.7812,0.1635462,1652.2456,4010000.0,2427.0,250625.0,,62656.0,0.0001497504,0.1,1.7695442 +3045.98,3260.0044,0.25985005,1652.9606,4020000.0,2432.0,251250.0,,62784.0,0.0001495456,0.1,1.9820602 +2886.99,3262.7273,0.13563807,1652.3165,4030000.0,2439.0,251875.0,,62944.0,0.0001492896,0.1,1.9473546 +3084.75,3266.8743,0.30108964,1652.3517,4040000.0,2445.0,252500.0,,63104.0,0.0001490336,0.1,1.7894938 +3104.23,3270.8044,0.26658762,1652.3868,4050000.0,2451.0,253125.0,,63264.0,0.0001487776,0.1,1.8470645 +3173.62,3273.8289,0.10212088,1652.4216,4060000.0,2457.0,253750.0,,63424.0,0.0001485216,0.1,1.8156031 +3038.72,3273.3345,0.17832515,1653.1276,4070000.0,2462.0,254375.0,,63584.0,0.0001482656,0.1,1.767486 +3133.78,3272.7532,0.24982154,1653.1604,4080000.0,2468.0,255000.0,,63744.0,0.0001480096,0.1,1.7888892 +3034.22,3271.107,0.31792724,1653.1932,4090000.0,2474.0,255625.0,,63904.0,0.0001477536,0.1,1.7670215 +2793.2,3265.4573,0.34405535,1653.2258,4100000.0,2480.0,256250.0,,64032.0,0.0001475488,0.1,1.8179425 +2738.14,3258.5596,0.17291895,1653.2583,4110000.0,2486.0,256875.0,,64192.0,0.0001472928,0.1,1.766155 +2765.19,3251.8062,0.17902002,1653.2905,4120000.0,2492.0,257500.0,,64352.0,0.0001470368,0.1,1.8293018 +2784.86,3245.945,0.16590339,1653.3226,4130000.0,2498.0,258125.0,,64512.0,0.0001467808,0.1,1.8258734 +2982.54,3243.942,0.26216626,1653.3546,4140000.0,2504.0,258750.0,,64672.0,0.0001465248,0.1,1.7747245 +2985.01,3242.1147,0.26161745,1653.3865,4150000.0,2510.0,259375.0,,64832.0,0.0001462688,0.1,1.6897016 +3045.78,3242.3123,0.159264,1653.4181,4160000.0,2516.0,260000.0,,64992.0,0.0001460128,0.1,1.7321984 +3244.68,3244.5098,0.16204178,1653.4496,4170000.0,2522.0,260625.0,,65152.0,0.0001457568,0.1,1.868674 +3288.0,3247.544,0.2848558,1652.8271,4180000.0,2529.0,261250.0,,65312.0,0.0001455008,0.1,1.7628592 +3361.59,3250.702,0.17625079,1653.5122,4190000.0,2534.0,261875.0,,65440.0,0.000145296,0.1,1.7620245 +3361.13,3253.2876,0.22495437,1653.5433,4200000.0,2540.0,262500.0,,65600.0,0.00014504,0.1,1.7464701 +3388.14,3256.6328,0.18440041,1653.5742,4210000.0,2546.0,263125.0,,65760.0,0.000144784,0.1,1.6829395 +3401.54,3258.0413,0.175872,1653.605,4220000.0,2552.0,263750.0,,65920.0,0.000144528,0.1,1.7026875 +3481.97,3259.6907,0.16758321,1653.6356,4230000.0,2558.0,264375.0,,66080.0,0.000144272,0.1,1.8150272 +3344.42,3259.3022,0.18093249,1653.6661,4240000.0,2564.0,265000.0,,66240.0,0.000144016,0.1,1.8617561 +3159.57,3257.1296,0.15961888,1653.6965,4250000.0,2570.0,265625.0,,66400.0,0.00014376,0.1,1.8552814 +3203.3,3256.681,0.24571928,1654.3689,4260000.0,2575.0,266250.0,,66560.0,0.000143504,0.1,1.875557 +3093.91,3254.058,0.20113438,1654.3975,4270000.0,2581.0,266875.0,,66688.0,0.0001432992,0.1,1.866853 +3105.6,3251.1394,0.2634659,1653.7867,4280000.0,2588.0,267500.0,,66848.0,0.0001430432,0.1,1.82948 +3027.73,3247.1592,0.19328982,1653.8165,4290000.0,2594.0,268125.0,,67008.0,0.0001427872,0.1,1.7793479 +3033.29,3242.9622,0.20380501,1654.4825,4300000.0,2599.0,268750.0,,67168.0,0.0001425312,0.1,1.8142776 +3212.9,3238.0393,0.2033407,1654.5105,4310000.0,2605.0,269375.0,,67328.0,0.0001422752,0.1,1.7868885 +3250.86,3234.01,0.16511273,1654.5385,4320000.0,2611.0,270000.0,,67488.0,0.0001420192,0.1,1.9880836 +3149.11,3228.5513,0.14935581,1653.9343,4330000.0,2618.0,270625.0,,67648.0,0.0001417632,0.1,1.766371 +3242.28,3223.4375,0.21548276,1654.594,4340000.0,2623.0,271250.0,,67808.0,0.0001415072,0.1,1.8634979 +3235.06,3218.6091,0.14421877,1654.6216,4350000.0,2629.0,271875.0,,67968.0,0.0001412512,0.1,1.78269 +3298.63,3214.267,0.22636908,1654.6489,4360000.0,2635.0,272500.0,,68096.0,0.0001410464,0.1,1.7987628 +3163.88,3209.7788,0.2515373,1655.303,4370000.0,2640.0,273125.0,,68256.0,0.0001407904,0.1,1.7965784 +3161.58,3206.329,0.21863337,1654.7035,4380000.0,2647.0,273750.0,,68416.0,0.0001405344,0.1,1.7657748 +3053.51,3201.2297,0.12632342,1655.3545,4390000.0,2652.0,274375.0,,68576.0,0.0001402784,0.1,1.7459531 +2807.95,3194.047,0.15755293,1654.7574,4400000.0,2659.0,275000.0,,68736.0,0.0001400224,0.1,1.8295269 +2868.24,3186.4954,0.3081152,1654.1636,4410000.0,2666.0,275625.0,,68896.0,0.0001397664,0.1,1.7637451 +2813.55,3179.82,0.34314483,1654.1917,4420000.0,2672.0,276250.0,,69056.0,0.0001395104,0.1,1.8047198 +2897.15,3173.9985,0.19775087,1654.2196,4430000.0,2678.0,276875.0,,69216.0,0.0001392544,0.1,1.7989285 +2813.9,3167.5615,0.13586545,1654.864,4440000.0,2683.0,277500.0,,69344.0,0.0001390496,0.1,1.8391848 +2944.45,3163.337,0.24147183,1654.8903,4450000.0,2689.0,278125.0,,69504.0,0.0001387936,0.1,1.8111718 +2936.46,3158.8179,0.22265194,1654.9165,4460000.0,2695.0,278750.0,,69664.0,0.0001385376,0.1,1.849472 +2982.52,3153.8162,0.16991748,1654.9426,4470000.0,2701.0,279375.0,,69824.0,0.0001382816,0.1,1.8234668 +3045.71,3149.9182,0.19956525,1654.9686,4480000.0,2707.0,280000.0,,69984.0,0.0001380256,0.1,1.8412726 +3181.07,3147.3306,0.22780539,1654.9945,4490000.0,2713.0,280625.0,,70144.0,0.0001377696,0.1,1.7375851 +3231.14,3144.206,0.33895603,1654.4117,4500000.0,2720.0,281250.0,,70304.0,0.0001375136,0.1,1.6312838 +3219.63,3139.9397,0.15086964,1654.4387,4510000.0,2726.0,281875.0,,70464.0,0.0001372576,0.1,1.7768599 +3290.57,3136.9395,0.23989657,1654.4656,4520000.0,2732.0,282500.0,,70624.0,0.0001370016,0.1,1.897237 +3193.7,3134.623,0.24270013,1655.0968,4530000.0,2737.0,283125.0,,70752.0,0.0001367968,0.1,1.8307632 +3197.21,3131.8997,0.20016739,1655.1221,4540000.0,2743.0,283750.0,,70912.0,0.0001365408,0.1,1.7800984 +3279.83,3130.2642,0.21767312,1655.1473,4550000.0,2749.0,284375.0,,71072.0,0.0001362848,0.1,1.8409762 +3274.6,3127.709,0.20852914,1655.1724,4560000.0,2755.0,285000.0,,71232.0,0.0001360288,0.1,1.6328961 +3420.47,3127.3481,0.2017002,1655.1974,4570000.0,2761.0,285625.0,,71392.0,0.0001357728,0.1,1.7137461 +3558.21,3128.1045,0.23795758,1655.2223,4580000.0,2767.0,286250.0,,71552.0,0.0001355168,0.1,1.7430184 +3619.35,3129.41,0.23903494,1655.2471,4590000.0,2773.0,286875.0,,71712.0,0.0001352608,0.1,1.6811657 +3568.84,3129.9944,0.24703772,1655.2717,4600000.0,2779.0,287500.0,,71872.0,0.0001350048,0.1,1.6459918 +3490.87,3130.999,0.27351338,1655.2963,4610000.0,2785.0,288125.0,,72000.0,0.0001348,0.1,1.6732185 +3477.67,3133.9397,0.22389565,1655.914,4620000.0,2790.0,288750.0,,72160.0,0.000134544,0.1,1.656155 +3466.81,3137.2063,0.22557132,1655.345,4630000.0,2797.0,289375.0,,72320.0,0.000134288,0.1,1.7159442 +3308.09,3141.772,0.1832906,1655.3693,4640000.0,2803.0,290000.0,,72480.0,0.000134032,0.1,1.498601 +3250.85,3145.8784,0.43876657,1654.8043,4650000.0,2810.0,290625.0,,72640.0,0.000133776,0.1,1.6652024 +3324.76,3150.2107,0.27583277,1655.4174,4660000.0,2815.0,291250.0,,72800.0,0.00013352,0.1,1.5661585 +3392.33,3154.5505,0.29161257,1654.8547,4670000.0,2822.0,291875.0,,72960.0,0.000133264,0.1,1.6573341 +3422.23,3158.5283,0.10274423,1654.8798,4680000.0,2828.0,292500.0,,73120.0,0.000133008,0.1,1.6413482 +3442.81,3163.1318,0.17355777,1654.9048,4690000.0,2834.0,293125.0,,73280.0,0.000132752,0.1,1.6300397 +3524.41,3168.194,0.18783663,1654.9296,4700000.0,2840.0,293750.0,,73408.0,0.0001325472,0.1,1.5961818 +3598.53,3173.1147,0.17683461,1655.536,4710000.0,2845.0,294375.0,,73568.0,0.0001322912,0.1,1.6411664 +3660.82,3178.4106,0.30898827,1655.5594,4720000.0,2851.0,295000.0,,73728.0,0.0001320352,0.1,1.6954721 +3597.47,3183.6853,0.21652265,1655.5828,4730000.0,2857.0,295625.0,,73888.0,0.0001317792,0.1,1.6488943 +3608.88,3189.095,0.18049693,1655.606,4740000.0,2863.0,296250.0,,74048.0,0.0001315232,0.1,1.6488014 +3763.04,3195.627,0.32159072,1655.0522,4750000.0,2870.0,296875.0,,74208.0,0.0001312672,0.1,1.6534156 +3747.18,3200.4055,0.2009481,1655.0765,4760000.0,2876.0,297500.0,,74368.0,0.0001310112,0.1,1.6268749 +3656.95,3203.941,0.17002626,1655.1006,4770000.0,2882.0,298125.0,,74528.0,0.0001307552,0.1,1.6702232 +3682.27,3207.5332,0.19720826,1655.1246,4780000.0,2888.0,298750.0,,74656.0,0.0001305504,0.1,1.6574626 +3649.09,3210.7507,0.21528664,1655.1486,4790000.0,2894.0,299375.0,,74816.0,0.0001302944,0.1,1.6535997 +3434.86,3211.7803,0.20057443,1655.1724,4800000.0,2900.0,300000.0,,74976.0,0.0001300384,0.1,1.7113528 +3348.02,3213.9785,0.25702307,1655.1962,4810000.0,2906.0,300625.0,,75136.0,0.0001297824,0.1,1.6528404 +3460.48,3217.473,0.20423816,1655.2197,4820000.0,2912.0,301250.0,,75296.0,0.0001295264,0.1,1.6858985 +3551.57,3221.792,0.18668862,1655.2433,4830000.0,2918.0,301875.0,,75456.0,0.0001292704,0.1,1.761973 +3438.55,3224.9985,0.16533734,1655.2667,4840000.0,2924.0,302500.0,,75616.0,0.0001290144,0.1,1.7553153 +3251.32,3227.4329,0.17701535,1655.2902,4850000.0,2930.0,303125.0,,75776.0,0.0001287584,0.1,1.6655867 +3280.99,3230.0322,0.1891456,1655.3134,4860000.0,2936.0,303750.0,,75936.0,0.0001285024,0.1,1.6386265 +3344.36,3232.1943,0.32012206,1655.8994,4870000.0,2941.0,304375.0,,76064.0,0.0001282976,0.1,1.626105 +3140.81,3232.3213,0.199799,1655.3596,4880000.0,2948.0,305000.0,,76224.0,0.0001280416,0.1,1.6795185 +3141.83,3232.6428,0.25191262,1655.3826,4890000.0,2954.0,305625.0,,76384.0,0.0001277856,0.1,1.6639552 +3284.88,3235.4048,0.15822409,1654.8463,4900000.0,2961.0,306250.0,,76544.0,0.0001275296,0.1,1.6604716 +3280.93,3237.084,0.27139264,1655.4282,4910000.0,2966.0,306875.0,,76704.0,0.0001272736,0.1,1.634989 +3380.99,3238.8987,0.18247166,1655.4509,4920000.0,2972.0,307500.0,,76864.0,0.0001270176,0.1,1.6863267 +3270.55,3241.2,0.26045582,1654.9177,4930000.0,2979.0,308125.0,,77024.0,0.0001267616,0.1,1.766505 +3362.56,3244.5518,0.1630833,1655.496,4940000.0,2984.0,308750.0,,77184.0,0.0001265056,0.1,1.7553957 +3407.16,3247.9092,0.16829458,1655.5184,4950000.0,2990.0,309375.0,,77312.0,0.0001263008,0.1,1.712379 +3399.44,3249.8494,0.21484609,1655.5408,4960000.0,2996.0,310000.0,,77472.0,0.0001260448,0.1,1.742293 +3438.28,3251.7537,0.18284975,1655.563,4970000.0,3002.0,310625.0,,77632.0,0.0001257888,0.1,1.7429446 +3475.84,3254.0054,0.2906141,1655.5851,4980000.0,3008.0,311250.0,,77792.0,0.0001255328,0.1,1.7567227 +3557.24,3257.3682,0.22408363,1655.6072,4990000.0,3014.0,311875.0,,77952.0,0.0001252768,0.1,1.747036 +3646.58,3262.0981,0.3175996,1655.6292,5000000.0,3020.0,312500.0,,78112.0,0.0001250208,0.1,1.7534002 +3576.33,3265.429,0.28782448,1655.651,5010000.0,3026.0,313125.0,,78272.0,0.0001247648,0.1,1.7301483 +3592.58,3270.8953,0.1713111,1655.6729,5020000.0,3032.0,313750.0,,78432.0,0.0001245088,0.1,1.6758754 +3638.16,3278.407,0.317293,1655.6946,5030000.0,3038.0,314375.0,,78592.0,0.0001242528,0.1,1.6795571 +3608.34,3283.6426,0.23989254,1656.2603,5040000.0,3043.0,315000.0,,78720.0,0.000124048,0.1,1.7022464 +3599.43,3288.5947,0.18586582,1655.7377,5050000.0,3050.0,315625.0,,78880.0,0.000123792,0.1,1.68046 +3554.6,3292.404,0.27386114,1655.7592,5060000.0,3056.0,316250.0,,79040.0,0.000123536,0.1,1.643297 +3593.46,3297.9517,0.27314436,1655.24,5070000.0,3063.0,316875.0,,79200.0,0.00012328,0.1,1.6258378 +3705.22,3303.666,0.27943105,1655.2623,5080000.0,3069.0,317500.0,,79360.0,0.000123024,0.1,1.6187162 +3712.81,3310.452,0.17661363,1655.2845,5090000.0,3075.0,318125.0,,79520.0,0.000122768,0.1,1.6418059 +3801.45,3320.5344,0.2049289,1655.8441,5100000.0,3080.0,318750.0,,79680.0,0.000122512,0.1,1.5219375 +4002.66,3333.1794,0.25460494,1655.3289,5110000.0,3087.0,319375.0,,79840.0,0.000122256,0.1,1.6010854 +4007.46,3345.6023,0.2448791,1655.8861,5120000.0,3092.0,320000.0,,80000.0,0.000122,0.1,1.5874908 +3917.98,3356.9333,0.24429926,1655.907,5130000.0,3098.0,320625.0,,80128.0,0.0001217952,0.1,1.5945818 +3866.23,3365.77,0.22722083,1655.9279,5140000.0,3104.0,321250.0,,80288.0,0.0001215392,0.1,1.4506762 +3676.51,3372.6853,0.20495163,1655.9486,5150000.0,3110.0,321875.0,,80448.0,0.0001212832,0.1,1.6490588 +3873.54,3380.9624,0.20384449,1655.9692,5160000.0,3116.0,322500.0,,80608.0,0.0001210272,0.1,1.539734 +3566.82,3384.184,0.25687167,1655.9897,5170000.0,3122.0,323125.0,,80768.0,0.0001207712,0.1,1.4448998 +3481.53,3386.1194,0.20576869,1656.0103,5180000.0,3128.0,323750.0,,80928.0,0.0001205152,0.1,1.4825894 +3471.17,3387.2153,0.17478378,1656.0306,5190000.0,3134.0,324375.0,,81088.0,0.0001202592,0.1,1.5771136 +3539.15,3388.9954,0.25643528,1655.5237,5200000.0,3141.0,325000.0,,81248.0,0.0001200032,0.1,1.5810852 +3599.33,3391.1074,0.13729866,1656.0712,5210000.0,3146.0,325625.0,,81376.0,0.0001197984,0.1,1.6378505 +3417.08,3391.2632,0.2522294,1655.5662,5220000.0,3153.0,326250.0,,81536.0,0.0001195424,0.1,1.607396 +3505.57,3391.499,0.2363255,1656.1115,5230000.0,3158.0,326875.0,,81696.0,0.0001192864,0.1,1.4005105 +3626.6,3394.3206,0.21491782,1656.1315,5240000.0,3164.0,327500.0,,81856.0,0.0001190304,0.1,1.5648857 +3681.84,3399.5435,0.2742605,1656.1514,5250000.0,3170.0,328125.0,,82016.0,0.0001187744,0.1,1.6144233 +3850.85,3406.0186,0.18769722,1656.1713,5260000.0,3176.0,328750.0,,82176.0,0.0001185184,0.1,1.4693255 +3854.99,3413.6296,0.2353076,1656.191,5270000.0,3182.0,329375.0,,82336.0,0.0001182624,0.1,1.5048237 +3806.47,3420.6384,0.1301505,1656.7305,5280000.0,3187.0,330000.0,,82496.0,0.0001180064,0.1,1.4117551 +3714.31,3427.5044,0.16021849,1656.2305,5290000.0,3194.0,330625.0,,82656.0,0.0001177504,0.1,1.5506086 +3761.44,3434.7856,0.15534408,1656.7677,5300000.0,3199.0,331250.0,,82784.0,0.0001175456,0.1,1.4936852 +3687.38,3439.5303,0.17231058,1657.3033,5310000.0,3204.0,331875.0,,82944.0,0.0001172896,0.1,1.4355464 +3541.19,3442.4338,0.3265494,1657.3209,5320000.0,3210.0,332500.0,,83104.0,0.0001170336,0.1,1.6826608 +3487.46,3445.8171,0.27000505,1657.3383,5330000.0,3216.0,333125.0,,83264.0,0.0001167776,0.1,1.5995362 +3558.44,3448.9788,0.22782232,1657.3557,5340000.0,3222.0,333750.0,,83424.0,0.0001165216,0.1,1.6420181 +3583.48,3452.463,0.2622443,1657.373,5350000.0,3228.0,334375.0,,83584.0,0.0001162656,0.1,1.6055977 +3452.68,3454.0037,0.31796014,1657.3903,5360000.0,3234.0,335000.0,,83744.0,0.0001160096,0.1,1.4981544 +3356.94,3455.934,0.14712758,1657.4073,5370000.0,3240.0,335625.0,,83904.0,0.0001157536,0.1,1.5936832 +3476.44,3459.0825,0.2991854,1657.9353,5380000.0,3245.0,336250.0,,84032.0,0.0001155488,0.1,1.5475577 +3604.99,3464.5974,0.21958785,1657.9514,5390000.0,3251.0,336875.0,,84192.0,0.0001152928,0.1,1.4847422 +3534.0,3471.8582,0.2278312,1657.9674,5400000.0,3257.0,337500.0,,84352.0,0.0001150368,0.1,1.5512018 +3536.77,3478.5437,0.22010471,1657.4755,5410000.0,3264.0,338125.0,,84512.0,0.0001147808,0.1,1.5823753 +3440.3,3484.8113,0.23058438,1657.4923,5420000.0,3270.0,338750.0,,84672.0,0.0001145248,0.1,1.5179284 +3548.13,3491.321,0.22301114,1658.0153,5430000.0,3275.0,339375.0,,84832.0,0.0001142688,0.1,1.4566588 +3488.77,3498.0696,0.23491684,1658.0311,5440000.0,3281.0,340000.0,,84992.0,0.0001140128,0.1,1.5517982 +3356.25,3502.1877,0.2531006,1658.0469,5450000.0,3287.0,340625.0,,85152.0,0.0001137568,0.1,1.5198998 +3195.99,3504.7832,0.24622884,1658.0625,5460000.0,3293.0,341250.0,,85312.0,0.0001135008,0.1,1.4597411 +3391.11,3508.8691,0.17704879,1658.5809,5470000.0,3298.0,341875.0,,85440.0,0.000113296,0.1,1.5138208 +3435.79,3512.7698,0.17327873,1658.5956,5480000.0,3304.0,342500.0,,85600.0,0.00011304,0.1,1.5612521 +3366.58,3514.625,0.23217785,1658.6102,5490000.0,3310.0,343125.0,,85760.0,0.000112784,0.1,1.5188829 +3334.96,3515.663,0.3734123,1658.6249,5500000.0,3316.0,343750.0,,85920.0,0.000112528,0.1,1.5534486 +3383.87,3517.3054,0.28680855,1658.6394,5510000.0,3322.0,344375.0,,86080.0,0.000112272,0.1,1.5101058 +3359.09,3517.991,0.26244617,1658.6538,5520000.0,3328.0,345000.0,,86240.0,0.000112016,0.1,1.396809 +3394.38,3519.997,0.18023503,1658.6682,5530000.0,3334.0,345625.0,,86400.0,0.00011176,0.1,1.62503 +3317.49,3521.2,0.20398289,1659.1794,5540000.0,3339.0,346250.0,,86560.0,0.000111504,0.1,1.5991642 +3431.95,3522.721,0.2037112,1659.1929,5550000.0,3345.0,346875.0,,86688.0,0.0001112992,0.1,1.4108708 +3391.98,3523.8948,0.17910786,1659.2062,5560000.0,3351.0,347500.0,,86848.0,0.0001110432,0.1,1.5799016 +3251.6,3522.206,0.26696014,1659.2195,5570000.0,3357.0,348125.0,,87008.0,0.0001107872,0.1,1.5189071 +3277.17,3519.3953,0.2765275,1659.2328,5580000.0,3363.0,348750.0,,87168.0,0.0001105312,0.1,1.549844 +3235.41,3515.556,0.14603114,1659.2461,5590000.0,3369.0,349375.0,,87328.0,0.0001102752,0.1,1.6588029 +3338.9,3513.2568,0.2229136,1659.2593,5600000.0,3375.0,350000.0,,87488.0,0.0001100192,0.1,1.6243352 +3344.04,3511.7883,0.27836815,1659.2725,5610000.0,3381.0,350625.0,,87648.0,0.0001097632,0.1,1.5579418 +3270.85,3509.7202,0.24919395,1659.2855,5620000.0,3387.0,351250.0,,87808.0,0.0001095072,0.1,1.5140194 +3332.77,3508.38,0.2580337,1659.2986,5630000.0,3393.0,351875.0,,87968.0,0.0001092512,0.1,1.5159888 +3430.88,3509.608,0.23786436,1659.7999,5640000.0,3398.0,352500.0,,88096.0,0.0001090464,0.1,1.5034735 +3349.75,3510.597,0.14763916,1659.812,5650000.0,3404.0,353125.0,,88256.0,0.0001087904,0.1,1.549484 +3238.44,3509.7336,0.1781264,1659.8241,5660000.0,3410.0,353750.0,,88416.0,0.0001085344,0.1,1.5514817 +3324.06,3509.0513,0.14003561,1660.3221,5670000.0,3415.0,354375.0,,88576.0,0.0001082784,0.1,1.5434866 +3549.49,3510.3237,0.17827414,1660.3333,5680000.0,3421.0,355000.0,,88736.0,0.0001080224,0.1,1.4786103 +3563.61,3511.532,0.22542849,1660.3444,5690000.0,3427.0,355625.0,,88896.0,0.0001077664,0.1,1.5053248 +3567.96,3511.9675,0.25039786,1660.3553,5700000.0,3433.0,356250.0,,89056.0,0.0001075104,0.1,1.6024514 +3635.89,3512.3408,0.15575778,1660.3663,5710000.0,3439.0,356875.0,,89216.0,0.0001072544,0.1,1.4536222 +3636.15,3512.0945,0.28092733,1660.3773,5720000.0,3445.0,357500.0,,89344.0,0.0001070496,0.1,1.5559332 +3635.51,3512.4744,0.27767766,1660.3883,5730000.0,3451.0,358125.0,,89504.0,0.0001067936,0.1,1.4848171 +3509.46,3511.4802,0.25674,1660.8796,5740000.0,3456.0,358750.0,,89664.0,0.0001065376,0.1,1.2759748 +3677.45,3510.6243,0.36065748,1660.8896,5750000.0,3462.0,359375.0,,89824.0,0.0001062816,0.1,1.4876459 +3658.98,3509.7422,0.20021522,1660.8997,5760000.0,3468.0,360000.0,,89984.0,0.0001060256,0.1,1.514996 +3504.99,3508.223,0.24251305,1660.9097,5770000.0,3474.0,360625.0,,90144.0,0.0001057696,0.1,1.6391339 +3564.48,3507.0447,0.24282737,1660.9196,5780000.0,3480.0,361250.0,,90304.0,0.0001055136,0.1,1.6042483 +3353.28,3504.0867,0.23985168,1660.9294,5790000.0,3486.0,361875.0,,90464.0,0.0001052576,0.1,1.657546 +3347.79,3503.2158,0.21634609,1660.9393,5800000.0,3492.0,362500.0,,90624.0,0.0001050016,0.1,1.5811722 +3315.86,3502.8943,0.20636278,1661.4241,5810000.0,3497.0,363125.0,,90752.0,0.0001047968,0.1,1.4934143 +3383.67,3502.1262,0.27963522,1661.4331,5820000.0,3503.0,363750.0,,90912.0,0.0001045408,0.1,1.4754936 +3516.55,3501.7764,0.19021147,1661.442,5830000.0,3509.0,364375.0,,91072.0,0.0001042848,0.1,1.4381676 +3657.83,3503.9695,0.24100798,1661.9237,5840000.0,3514.0,365000.0,,91232.0,0.0001040288,0.1,1.4726231 +3614.37,3507.5994,0.18277843,1661.9318,5850000.0,3520.0,365625.0,,91392.0,0.0001037728,0.1,1.4731627 +3682.0,3511.61,0.18940578,1661.9398,5860000.0,3526.0,366250.0,,91552.0,0.0001035168,0.1,1.6874996 +3645.64,3514.6226,0.28039506,1661.4775,5870000.0,3533.0,366875.0,,91712.0,0.0001032608,0.1,1.505476 +3598.16,3519.196,0.25198793,1661.4863,5880000.0,3539.0,367500.0,,91872.0,0.0001030048,0.1,1.5781355 +3567.0,3523.4473,0.30337185,1661.9639,5890000.0,3544.0,368125.0,,92000.0,0.0001028,0.1,1.397374 +3529.96,3525.8984,0.21388136,1661.9718,5900000.0,3550.0,368750.0,,92160.0,0.000102544,0.1,1.5816795 +3689.92,3529.988,0.25788525,1662.4473,5910000.0,3555.0,369375.0,,92320.0,0.000102288,0.1,1.5915165 +3637.88,3532.557,0.17979029,1661.9877,5920000.0,3562.0,370000.0,,92480.0,0.000102032,0.1,1.4125633 +3634.91,3536.2002,0.35495353,1661.9955,5930000.0,3568.0,370625.0,,92640.0,0.000101776,0.1,1.5126368 +3693.24,3539.5076,0.26171616,1662.0034,5940000.0,3574.0,371250.0,,92800.0,0.00010152,0.1,1.4472114 +3675.45,3542.1904,0.28381193,1662.0112,5950000.0,3580.0,371875.0,,92960.0,0.000101264,0.1,1.3089898 +3696.84,3545.1643,0.2544573,1662.0189,5960000.0,3586.0,372500.0,,93120.0,0.000101008,0.1,1.4972975 +3548.37,3546.2654,0.16963354,1662.0267,5970000.0,3592.0,373125.0,,93280.0,0.000100752,0.1,1.3966701 +3536.68,3546.8738,0.2685088,1662.0344,5980000.0,3598.0,373750.0,,93408.0,0.0001005472,0.1,1.4845359 +3622.05,3547.5222,0.23731533,1662.5034,5990000.0,3603.0,374375.0,,93568.0,0.0001002912,0.1,1.6267797 +3637.4,3547.4304,0.1924095,1662.5104,6000000.0,3609.0,375000.0,,93728.0,0.0001000352,0.1,1.4838861 +3518.96,3546.857,0.17610368,1662.5173,6010000.0,3615.0,375625.0,,93888.0,9.97792e-05,0.1,1.5177224 +3616.47,3547.0952,0.2053037,1662.9834,6020000.0,3620.0,376250.0,,94048.0,9.95232e-05,0.1,1.7023267 +3651.04,3547.2244,0.24511574,1662.9895,6030000.0,3626.0,376875.0,,94208.0,9.92672e-05,0.1,1.4388206 +3772.23,3548.8628,0.24590059,1662.9956,6040000.0,3632.0,377500.0,,94368.0,9.90112e-05,0.1,1.4399409 +3627.29,3549.1414,0.26733148,1663.0017,6050000.0,3638.0,378125.0,,94528.0,9.87552e-05,0.1,1.5239131 +3622.62,3549.8215,0.18636647,1663.4642,6060000.0,3643.0,378750.0,,94656.0,9.85504e-05,0.1,1.5776734 +3671.79,3550.605,0.31603172,1663.4695,6070000.0,3649.0,379375.0,,94816.0,9.82944e-05,0.1,1.5316703 +3736.01,3550.9128,0.38966888,1663.9299,6080000.0,3654.0,380000.0,,94976.0,9.80384e-05,0.1,1.620325 +3682.47,3550.6094,0.2913603,1663.9344,6090000.0,3660.0,380625.0,,95136.0,9.77824e-05,0.1,1.4672287 +3563.34,3548.228,0.17005722,1663.9388,6100000.0,3666.0,381250.0,,95296.0,9.75264e-05,0.1,1.4852033 +3582.35,3544.0254,0.24127974,1664.3966,6110000.0,3671.0,381875.0,,95456.0,9.72704e-05,0.1,1.465591 +3625.83,3540.209,0.31618282,1664.4003,6120000.0,3677.0,382500.0,,95616.0,9.70144e-05,0.1,1.5198653 +3570.99,3536.7393,0.25921866,1664.8561,6130000.0,3682.0,383125.0,,95776.0,9.67584e-05,0.1,1.3860073 +3604.84,3534.1252,0.2145536,1664.859,6140000.0,3688.0,383750.0,,95936.0,9.65024e-05,0.1,1.6422982 +3653.76,3533.8982,0.20011531,1665.3127,6150000.0,3693.0,384375.0,,96064.0,9.62976e-05,0.1,1.4018353 +3837.04,3533.5325,0.16121082,1665.315,6160000.0,3699.0,385000.0,,96224.0,9.60416e-05,0.1,1.510905 +3834.18,3536.2063,0.19200422,1665.3171,6170000.0,3705.0,385625.0,,96384.0,9.57856e-05,0.1,1.4904935 +3827.77,3539.6687,0.15189132,1664.8707,6180000.0,3712.0,386250.0,,96544.0,9.55296e-05,0.1,1.503599 +3820.41,3543.1611,0.19901319,1665.3215,6190000.0,3717.0,386875.0,,96704.0,9.52736e-05,0.1,1.496068 +3623.79,3544.0078,0.19136366,1665.3236,6200000.0,3723.0,387500.0,,96864.0,9.50176e-05,0.1,1.3587031 +3578.73,3543.8013,0.2683108,1665.7726,6210000.0,3728.0,388125.0,,97024.0,9.47616e-05,0.1,1.478492 +3500.51,3544.6357,0.25513592,1665.7739,6220000.0,3734.0,388750.0,,97184.0,9.45056e-05,0.1,1.4299113 +3493.83,3544.5186,0.22982076,1666.221,6230000.0,3739.0,389375.0,,97312.0,9.43008e-05,0.1,1.5829628 +3637.49,3544.6274,0.21593314,1666.2217,6240000.0,3745.0,390000.0,,97472.0,9.40448e-05,0.1,1.5721786 +3633.64,3544.1453,0.22298656,1667.1112,6250000.0,3749.0,390625.0,,97632.0,9.37888e-05,0.1,1.5258628 +3664.87,3542.2856,0.21540156,1667.5546,6260000.0,3754.0,391250.0,,97792.0,9.35328e-05,0.1,1.4759736 +3648.93,3540.2253,0.17015783,1667.9968,6270000.0,3759.0,391875.0,,97952.0,9.32768e-05,0.1,1.4336088 +3411.8,3536.2783,0.19929218,1668.4379,6280000.0,3764.0,392500.0,,98112.0,9.30208e-05,0.1,1.5026002 +3323.66,3532.372,0.1547145,1668.8777,6290000.0,3769.0,393125.0,,98272.0,9.27648e-05,0.1,1.4129355 +3185.53,3526.6128,0.21959494,1669.7588,6300000.0,3773.0,393750.0,,98432.0,9.25088e-05,0.1,1.3284057 +3178.83,3521.5278,0.15336926,1669.7539,6310000.0,3779.0,394375.0,,98592.0,9.22528e-05,0.1,1.4139401 +3306.84,3519.1838,0.23123306,1670.6317,6320000.0,3783.0,395000.0,,98720.0,9.2048e-05,0.1,1.2998645 +3355.99,3517.8694,0.20768239,1671.5078,6330000.0,3787.0,395625.0,,98880.0,9.1792e-05,0.1,1.4763972 +3542.93,3517.7144,0.2626599,1671.9409,6340000.0,3792.0,396250.0,,99040.0,9.1536e-05,0.1,1.4246588 +3479.09,3516.67,0.22367002,1672.3729,6350000.0,3797.0,396875.0,,99200.0,9.128e-05,0.1,1.4681597 +3586.61,3518.0098,0.22421116,1673.2439,6360000.0,3801.0,397500.0,,99360.0,9.1024e-05,0.1,1.4391359 +3680.45,3521.2446,0.24941725,1673.6731,6370000.0,3806.0,398125.0,,99520.0,9.0768e-05,0.1,1.5049925 +3653.97,3523.02,0.26116306,1674.1013,6380000.0,3811.0,398750.0,,99680.0,9.0512e-05,0.1,1.3778548 +3595.4,3522.9238,0.16169001,1674.5283,6390000.0,3816.0,399375.0,,99840.0,9.0256e-05,0.1,1.4792284 +3639.06,3523.9744,0.15354122,1674.9542,6400000.0,3821.0,400000.0,,100000.0,9e-05,0.1,1.2920109 +3574.96,3524.3564,0.1935992,1675.379,6410000.0,3826.0,400625.0,,100128.0,8.97952e-05,0.1,1.4509072 +3556.97,3525.5232,0.29303673,1676.2402,6420000.0,3830.0,401250.0,,100288.0,8.95392e-05,0.1,1.4810278 +3580.26,3525.8445,0.20418021,1676.6624,6430000.0,3835.0,401875.0,,100448.0,8.92832e-05,0.1,1.3527479 +3442.11,3525.378,0.19436003,1677.0834,6440000.0,3840.0,402500.0,,100608.0,8.90272e-05,0.1,1.5282819 +3552.05,3527.336,0.23793532,1677.5033,6450000.0,3845.0,403125.0,,100768.0,8.87712e-05,0.1,1.5044917 +3561.44,3530.99,0.23360519,1677.9221,6460000.0,3850.0,403750.0,,100928.0,8.85152e-05,0.1,1.4077387 +3645.24,3533.532,0.33042747,1678.3398,6470000.0,3855.0,404375.0,,101088.0,8.82592e-05,0.1,1.3999804 +3723.4,3536.4077,0.23545629,1679.1915,6480000.0,3859.0,405000.0,,101248.0,8.80032e-05,0.1,1.441364 +3583.39,3538.5757,0.14860989,1679.6066,6490000.0,3864.0,405625.0,,101376.0,8.77984e-05,0.1,1.5990117 +3677.94,3542.0054,0.36367288,1680.0206,6500000.0,3869.0,406250.0,,101536.0,8.75424e-05,0.1,1.5268128 +3729.32,3545.4597,0.30971822,1680.4337,6510000.0,3874.0,406875.0,,101696.0,8.72864e-05,0.1,1.3246034 +3688.87,3548.7576,0.19739118,1680.8456,6520000.0,3879.0,407500.0,,101856.0,8.70304e-05,0.1,1.551689 +3808.4,3552.8977,0.1467833,1681.2565,6530000.0,3884.0,408125.0,,102016.0,8.67744e-05,0.1,1.3946655 +3904.62,3558.7693,0.23052874,1681.6663,6540000.0,3889.0,408750.0,,102176.0,8.65184e-05,0.1,1.501079 +3897.71,3563.4268,0.26861584,1682.5071,6550000.0,3893.0,409375.0,,102336.0,8.62624e-05,0.1,1.5087748 +3932.62,3568.8337,0.24057393,1682.9143,6560000.0,3898.0,410000.0,,102496.0,8.60064e-05,0.1,1.4392934 +3788.27,3574.2002,0.19216624,1683.3206,6570000.0,3903.0,410625.0,,102656.0,8.57504e-05,0.1,1.5960613 +3823.55,3579.6643,0.22564307,1684.1566,6580000.0,3907.0,411250.0,,102784.0,8.55456e-05,0.1,1.4941423 +3691.64,3584.2263,0.26098904,1684.9911,6590000.0,3911.0,411875.0,,102944.0,8.52896e-05,0.1,1.5377862 +3589.39,3586.731,0.37119943,1685.3933,6600000.0,3916.0,412500.0,,103104.0,8.50336e-05,0.1,1.480069 +3631.79,3589.6084,0.2352583,1685.7944,6610000.0,3921.0,413125.0,,103264.0,8.47776e-05,0.1,1.560292 +3504.58,3591.9456,0.27452514,1686.1946,6620000.0,3926.0,413750.0,,103424.0,8.45216e-05,0.1,1.5672078 +3536.48,3593.983,0.2558155,1686.5938,6630000.0,3931.0,414375.0,,103584.0,8.42656e-05,0.1,1.6005026 +3460.42,3594.278,0.19038963,1686.9918,6640000.0,3936.0,415000.0,,103744.0,8.40096e-05,0.1,1.6055827 +3464.77,3595.4287,0.1777993,1687.389,6650000.0,3941.0,415625.0,,103904.0,8.37536e-05,0.1,1.4763693 +3335.76,3596.4016,0.15375073,1688.2129,6660000.0,3945.0,416250.0,,104032.0,8.35488e-05,0.1,1.5975386 +3412.99,3597.291,0.18753456,1688.6075,6670000.0,3950.0,416875.0,,104192.0,8.32928e-05,0.1,1.5947258 +3383.45,3595.6309,0.18203449,1689.0012,6680000.0,3955.0,417500.0,,104352.0,8.30368e-05,0.1,1.6444703 +3376.24,3593.7568,0.2053116,1689.8207,6690000.0,3959.0,418125.0,,104512.0,8.27808e-05,0.1,1.5939795 +3283.38,3590.9111,0.23394617,1690.2119,6700000.0,3964.0,418750.0,,104672.0,8.25248e-05,0.1,1.6641583 +3349.65,3588.0488,0.19744259,1690.6022,6710000.0,3969.0,419375.0,,104832.0,8.22688e-05,0.1,1.5920796 +3415.51,3585.8423,0.19216193,1690.9915,6720000.0,3974.0,420000.0,,104992.0,8.20128e-05,0.1,1.6475405 +3434.77,3583.835,0.2507356,1691.8049,6730000.0,3978.0,420625.0,,105152.0,8.17568e-05,0.1,1.5223306 +3495.94,3583.6997,0.17076038,1692.1918,6740000.0,3983.0,421250.0,,105312.0,8.15008e-05,0.1,1.6300074 +3645.49,3583.3804,0.4022669,1693.0022,6750000.0,3987.0,421875.0,,105440.0,8.1296e-05,0.1,1.4533396 +3703.89,3583.829,0.27496272,1693.3867,6760000.0,3992.0,422500.0,,105600.0,8.104e-05,0.1,1.5071247 +3707.11,3585.8506,0.13660333,1694.1942,6770000.0,3996.0,423125.0,,105760.0,8.0784e-05,0.1,1.632976 +3618.83,3586.394,0.31136456,1694.5764,6780000.0,4001.0,423750.0,,105920.0,8.0528e-05,0.1,1.474615 +3495.41,3587.8157,0.14323738,1694.9575,6790000.0,4006.0,424375.0,,106080.0,8.0272e-05,0.1,1.6044294 +3471.52,3589.0527,0.14135039,1695.7606,6800000.0,4010.0,425000.0,,106240.0,8.0016e-05,0.1,1.5084271 +3428.54,3590.1794,0.27364728,1696.1395,6810000.0,4015.0,425625.0,,106400.0,7.976e-05,0.1,1.6357186 +3489.27,3591.2356,0.26498115,1696.5175,6820000.0,4020.0,426250.0,,106560.0,7.9504e-05,0.1,1.4562379 +3555.41,3591.624,0.24823785,1697.3162,6830000.0,4024.0,426875.0,,106688.0,7.92992e-05,0.1,1.4200568 +3589.73,3590.943,0.22406569,1697.6918,6840000.0,4029.0,427500.0,,106848.0,7.90432e-05,0.1,1.5881553 +3683.68,3591.636,0.18840045,1698.0664,6850000.0,4034.0,428125.0,,107008.0,7.87872e-05,0.1,1.604342 +3636.83,3591.1846,0.1798434,1698.8608,6860000.0,4038.0,428750.0,,107168.0,7.85312e-05,0.1,1.5719621 +3590.84,3590.6365,0.19833659,1699.2333,6870000.0,4043.0,429375.0,,107328.0,7.82752e-05,0.1,1.6010003 +3388.26,3588.5376,0.16746049,1699.6047,6880000.0,4048.0,430000.0,,107488.0,7.80192e-05,0.1,1.5767503 +3330.67,3586.174,0.18578339,1699.9753,6890000.0,4053.0,430625.0,,107648.0,7.77632e-05,0.1,1.4315522 +3446.79,3585.3423,0.18810849,1700.345,6900000.0,4058.0,431250.0,,107808.0,7.75072e-05,0.1,1.5682199 +3477.79,3583.2202,0.2671748,1700.7137,6910000.0,4063.0,431875.0,,107968.0,7.72512e-05,0.1,1.605599 +3586.24,3582.7043,0.25261557,1701.4999,6920000.0,4067.0,432500.0,,108096.0,7.70464e-05,0.1,1.632364 +3605.89,3582.414,0.20387125,1701.8665,6930000.0,4072.0,433125.0,,108256.0,7.67904e-05,0.1,1.5736926 +3701.6,3582.4978,0.13250814,1702.232,6940000.0,4077.0,433750.0,,108416.0,7.65344e-05,0.1,1.5994946 +3778.8,3583.5315,0.20876037,1702.5968,6950000.0,4082.0,434375.0,,108576.0,7.62784e-05,0.1,1.5965428 +3639.53,3582.9585,0.2198672,1702.9606,6960000.0,4087.0,435000.0,,108736.0,7.60224e-05,0.1,1.5628843 +3543.15,3582.9062,0.22596304,1703.3236,6970000.0,4092.0,435625.0,,108896.0,7.57664e-05,0.1,1.4780128 +3561.06,3583.1504,0.26119518,1703.6857,6980000.0,4097.0,436250.0,,109056.0,7.55104e-05,0.1,1.5071348 +3562.76,3582.557,0.15629135,1704.0468,6990000.0,4102.0,436875.0,,109216.0,7.52544e-05,0.1,1.6470642 +3591.71,3582.1003,0.19433752,1704.4071,7000000.0,4107.0,437500.0,,109344.0,7.50496e-05,0.1,1.54206 +3634.39,3583.2542,0.19011874,1704.7665,7010000.0,4112.0,438125.0,,109504.0,7.47936e-05,0.1,1.5211649 +3711.91,3584.2087,0.25090328,1705.1251,7020000.0,4117.0,438750.0,,109664.0,7.45376e-05,0.1,1.6300298 +3730.38,3585.002,0.16775483,1705.4828,7030000.0,4122.0,439375.0,,109824.0,7.42816e-05,0.1,1.5555806 +3754.24,3584.8223,0.3001196,1705.8396,7040000.0,4127.0,440000.0,,109984.0,7.40256e-05,0.1,1.6823319 +3727.08,3585.8206,0.25020218,1706.1956,7050000.0,4132.0,440625.0,,110144.0,7.37696e-05,0.1,1.4609833 +3412.08,3583.715,0.2747609,1706.9633,7060000.0,4136.0,441250.0,,110304.0,7.35136e-05,0.1,1.5127923 +3454.51,3581.5425,0.21619944,1707.317,7070000.0,4141.0,441875.0,,110464.0,7.32576e-05,0.1,1.3845061 +3294.29,3577.125,0.2259443,1707.67,7080000.0,4146.0,442500.0,,110624.0,7.30016e-05,0.1,1.4569831 +3282.8,3573.1284,0.2896285,1708.0222,7090000.0,4151.0,443125.0,,110752.0,7.27968e-05,0.1,1.5346069 +3266.87,3570.1633,0.26360613,1708.3734,7100000.0,4156.0,443750.0,,110912.0,7.25408e-05,0.1,1.587358 +3393.06,3568.271,0.24568968,1708.7239,7110000.0,4161.0,444375.0,,111072.0,7.22848e-05,0.1,1.5205059 +3470.06,3566.7131,0.19378038,1709.0735,7120000.0,4166.0,445000.0,,111232.0,7.20288e-05,0.1,1.4676695 +3363.38,3564.637,0.2332176,1709.4222,7130000.0,4171.0,445625.0,,111392.0,7.17728e-05,0.1,1.5111759 +3599.46,3564.583,0.27943054,1710.1797,7140000.0,4175.0,446250.0,,111552.0,7.15168e-05,0.1,1.5149533 +3539.1,3563.4363,0.26592478,1710.5264,7150000.0,4180.0,446875.0,,111712.0,7.12608e-05,0.1,1.6107297 +3603.79,3561.1038,0.147125,1710.8722,7160000.0,4185.0,447500.0,,111872.0,7.10048e-05,0.1,1.540304 +3573.89,3558.5007,0.27544186,1711.6257,7170000.0,4189.0,448125.0,,112000.0,7.08e-05,0.1,1.6161782 +3696.02,3557.1833,0.14799222,1711.9695,7180000.0,4194.0,448750.0,,112160.0,7.0544e-05,0.1,1.6182156 +3583.27,3554.8123,0.16471353,1712.3125,7190000.0,4199.0,449375.0,,112320.0,7.0288e-05,0.1,1.6495965 +3309.88,3551.673,0.22767738,1712.6547,7200000.0,4204.0,450000.0,,112480.0,7.0032e-05,0.1,1.5486743 +3377.82,3549.664,0.2552922,1713.4031,7210000.0,4208.0,450625.0,,112640.0,6.9776e-05,0.1,1.6558793 +3308.13,3547.7397,0.20155206,1713.7432,7220000.0,4213.0,451250.0,,112800.0,6.952e-05,0.1,1.6125271 +3277.0,3545.5715,0.31956628,1714.0825,7230000.0,4218.0,451875.0,,112960.0,6.9264e-05,0.1,1.6809056 +3235.37,3541.5505,0.12222628,1714.421,7240000.0,4223.0,452500.0,,113120.0,6.9008e-05,0.1,1.5565827 +3345.02,3538.6648,0.1785873,1714.7588,7250000.0,4228.0,453125.0,,113280.0,6.8752e-05,0.1,1.5435114 +3639.51,3538.4106,0.2221467,1715.501,7260000.0,4232.0,453750.0,,113408.0,6.85472e-05,0.1,1.5779115 +3761.3,3539.5347,0.20023918,1715.8367,7270000.0,4237.0,454375.0,,113568.0,6.82912e-05,0.1,1.4756392 +3847.7,3543.8936,0.2728874,1716.1716,7280000.0,4242.0,455000.0,,113728.0,6.80352e-05,0.1,1.542923 +3828.02,3548.9373,0.31643865,1716.5057,7290000.0,4247.0,455625.0,,113888.0,6.77792e-05,0.1,1.5453981 +3944.25,3556.5244,0.20833203,1717.243,7300000.0,4251.0,456250.0,,114048.0,6.75232e-05,0.1,1.6027957 +3785.61,3562.5923,0.15177871,1717.5752,7310000.0,4256.0,456875.0,,114208.0,6.72672e-05,0.1,1.5376754 +3645.45,3565.978,0.2318365,1717.9066,7320000.0,4261.0,457500.0,,114368.0,6.70112e-05,0.1,1.511275 +3675.45,3569.1726,0.23488772,1718.2372,7330000.0,4266.0,458125.0,,114528.0,6.67552e-05,0.1,1.5049219 +3679.92,3570.5425,0.24133152,1718.9696,7340000.0,4270.0,458750.0,,114656.0,6.65504e-05,0.1,1.5244625 +3574.14,3571.4924,0.15749122,1719.2982,7350000.0,4275.0,459375.0,,114816.0,6.62944e-05,0.1,1.5880077 +3589.76,3571.5242,0.20747377,1719.6262,7360000.0,4280.0,460000.0,,114976.0,6.60384e-05,0.1,1.5266721 +3614.92,3570.8687,0.22649986,1720.3549,7370000.0,4284.0,460625.0,,115136.0,6.57824e-05,0.1,1.4306775 +3649.35,3570.8228,0.21904184,1720.6808,7380000.0,4289.0,461250.0,,115296.0,6.55264e-05,0.1,1.4690814 +3641.81,3571.2869,0.1982298,1721.0061,7390000.0,4294.0,461875.0,,115456.0,6.52704e-05,0.1,1.5209183 +3553.92,3570.4355,0.27963588,1721.7311,7400000.0,4298.0,462500.0,,115616.0,6.50144e-05,0.1,1.4950334 +3674.57,3571.432,0.24835007,1722.0543,7410000.0,4303.0,463125.0,,115776.0,6.47584e-05,0.1,1.5475783 +3589.26,3571.7546,0.20171688,1722.377,7420000.0,4308.0,463750.0,,115936.0,6.45024e-05,0.1,1.5855085 +3537.83,3571.3306,0.21169029,1723.0984,7430000.0,4312.0,464375.0,,116064.0,6.42976e-05,0.1,1.4705137 +3429.38,3571.2034,0.22338371,1723.4191,7440000.0,4317.0,465000.0,,116224.0,6.40416e-05,0.1,1.4439259 +3541.13,3571.094,0.17781773,1723.739,7450000.0,4322.0,465625.0,,116384.0,6.37856e-05,0.1,1.5452598 +3611.68,3571.5967,0.1259244,1724.0582,7460000.0,4327.0,466250.0,,116544.0,6.35296e-05,0.1,1.4394419 +3527.8,3570.422,0.28704444,1724.3767,7470000.0,4332.0,466875.0,,116704.0,6.32736e-05,0.1,1.4148036 +3613.65,3569.3247,0.18077928,1725.0923,7480000.0,4336.0,467500.0,,116864.0,6.30176e-05,0.1,1.5693183 +3687.3,3570.364,0.24639297,1725.4089,7490000.0,4341.0,468125.0,,117024.0,6.27616e-05,0.1,1.660908 +3782.51,3571.4097,0.16989009,1725.7249,7500000.0,4346.0,468750.0,,117184.0,6.25056e-05,0.1,1.5497439 +3587.4,3569.9902,0.1971609,1726.4368,7510000.0,4350.0,469375.0,,117312.0,6.23008e-05,0.1,1.5474515 +3607.53,3569.1768,0.2547918,1726.7509,7520000.0,4355.0,470000.0,,117472.0,6.20448e-05,0.1,1.523535 +3497.82,3566.071,0.28042722,1727.0642,7530000.0,4360.0,470625.0,,117632.0,6.17888e-05,0.1,1.5507491 +3582.77,3562.8528,0.25909382,1727.3768,7540000.0,4365.0,471250.0,,117792.0,6.15328e-05,0.1,1.5346341 +3540.57,3559.281,0.25711536,1728.0842,7550000.0,4369.0,471875.0,,117952.0,6.12768e-05,0.1,1.630403 +3554.25,3555.497,0.15956816,1728.395,7560000.0,4374.0,472500.0,,118112.0,6.10208e-05,0.1,1.541486 +3468.31,3552.2979,0.19980483,1729.1001,7570000.0,4378.0,473125.0,,118272.0,6.07648e-05,0.1,1.4965776 +3564.54,3549.7075,0.2158716,1729.409,7580000.0,4383.0,473750.0,,118432.0,6.05088e-05,0.1,1.7233877 +3586.48,3548.6555,0.20122682,1729.3234,7590000.0,4389.0,474375.0,,118592.0,6.02528e-05,0.1,1.4994066 +3529.47,3548.0566,0.13100994,1730.025,7600000.0,4393.0,475000.0,,118720.0,6.0048e-05,0.1,1.5585287 +3627.41,3548.0125,0.18234333,1730.3319,7610000.0,4398.0,475625.0,,118880.0,5.9792e-05,0.1,1.6862335 +3608.63,3549.0535,0.20878956,1730.6382,7620000.0,4403.0,476250.0,,119040.0,5.9536e-05,0.1,1.5385762 +3775.48,3551.4434,0.26349345,1730.9437,7630000.0,4408.0,476875.0,,119200.0,5.928e-05,0.1,1.5751609 +3636.95,3553.2085,0.22296786,1731.2485,7640000.0,4413.0,477500.0,,119360.0,5.9024e-05,0.1,1.4510149 +3553.69,3554.0974,0.1722247,1731.5527,7650000.0,4418.0,478125.0,,119520.0,5.8768e-05,0.1,1.5383365 +3699.12,3557.7314,0.34182447,1731.8562,7660000.0,4423.0,478750.0,,119680.0,5.8512e-05,0.1,1.4873339 +3609.32,3559.6946,0.26285085,1732.1589,7670000.0,4428.0,479375.0,,119840.0,5.8256e-05,0.1,1.5978203 +3744.79,3563.308,0.29281083,1732.461,7680000.0,4433.0,480000.0,,120000.0,5.8e-05,0.1,1.5389916 +3778.12,3567.327,0.21535794,1732.7625,7690000.0,4438.0,480625.0,,120128.0,5.77952e-05,0.1,1.592972 +3706.2,3571.5554,0.20511961,1733.4534,7700000.0,4442.0,481250.0,,120288.0,5.75392e-05,0.1,1.3982217 +3689.85,3574.9568,0.29010406,1733.753,7710000.0,4447.0,481875.0,,120448.0,5.72832e-05,0.1,1.3616774 +3524.07,3576.0427,0.2387077,1734.0521,7720000.0,4452.0,482500.0,,120608.0,5.70272e-05,0.1,1.5113922 +3818.27,3579.878,0.22445728,1734.3505,7730000.0,4457.0,483125.0,,120768.0,5.67712e-05,0.1,1.529365 +3803.28,3582.9517,0.2598866,1734.6482,7740000.0,4462.0,483750.0,,120928.0,5.65152e-05,0.1,1.5765731 +3819.15,3584.6882,0.28600165,1735.3336,7750000.0,4466.0,484375.0,,121088.0,5.62592e-05,0.1,1.4269083 +3809.6,3585.7454,0.1598335,1735.6296,7760000.0,4471.0,485000.0,,121248.0,5.60032e-05,0.1,1.6038885 +3869.11,3587.3652,0.21405634,1736.3129,7770000.0,4475.0,485625.0,,121376.0,5.57984e-05,0.1,1.5653706 +3990.79,3591.085,0.21190669,1736.6072,7780000.0,4480.0,486250.0,,121536.0,5.55424e-05,0.1,1.6470239 +3678.5,3592.9155,0.24947791,1736.9008,7790000.0,4485.0,486875.0,,121696.0,5.52864e-05,0.1,1.4812863 +3653.44,3594.735,0.28720954,1737.1937,7800000.0,4490.0,487500.0,,121856.0,5.50304e-05,0.1,1.4667184 +3591.06,3596.3596,0.24225229,1737.4861,7810000.0,4495.0,488125.0,,122016.0,5.47744e-05,0.1,1.5582001 +3643.82,3597.9055,0.23298061,1737.7778,7820000.0,4500.0,488750.0,,122176.0,5.45184e-05,0.1,1.492621 +3568.87,3598.04,0.27692157,1737.6831,7830000.0,4506.0,489375.0,,122336.0,5.42624e-05,0.1,1.514818 +3773.62,3599.8792,0.36761016,1737.9739,7840000.0,4511.0,490000.0,,122496.0,5.40064e-05,0.1,1.5912554 +3964.85,3602.691,0.13893616,1738.2639,7850000.0,4516.0,490625.0,,122656.0,5.37504e-05,0.1,1.5756923 +3983.19,3606.154,0.14455679,1738.9381,7860000.0,4520.0,491250.0,,122784.0,5.35456e-05,0.1,1.4877032 +4036.27,3610.6086,0.26208714,1739.2266,7870000.0,4525.0,491875.0,,122944.0,5.32896e-05,0.1,1.525564 +3930.23,3616.028,0.2497938,1739.8984,7880000.0,4529.0,492500.0,,123104.0,5.30336e-05,0.1,1.4506195 +3989.43,3622.6162,0.23507482,1740.1853,7890000.0,4534.0,493125.0,,123264.0,5.27776e-05,0.1,1.4968773 +3866.77,3626.816,0.36141258,1740.4714,7900000.0,4539.0,493750.0,,123424.0,5.25216e-05,0.1,1.5387446 +3761.87,3629.6565,0.2275483,1741.1403,7910000.0,4543.0,494375.0,,123584.0,5.22656e-05,0.1,1.5847857 +3664.8,3630.4424,0.23549546,1741.4248,7920000.0,4548.0,495000.0,,123744.0,5.20096e-05,0.1,1.5001147 +3709.06,3631.474,0.3214183,1741.7087,7930000.0,4553.0,495625.0,,123904.0,5.17536e-05,0.1,1.5047848 +3715.3,3631.6113,0.21303667,1741.9921,7940000.0,4558.0,496250.0,,124032.0,5.15488e-05,0.1,1.5381708 +3715.2,3630.975,0.19838105,1742.2748,7950000.0,4563.0,496875.0,,124192.0,5.12928e-05,0.1,1.636749 +3469.36,3629.2734,0.15110914,1742.5569,7960000.0,4568.0,497500.0,,124352.0,5.10368e-05,0.1,1.4720247 +3470.93,3628.5513,0.23155008,1742.8384,7970000.0,4573.0,498125.0,,124512.0,5.07808e-05,0.1,1.6478176 +3463.44,3627.575,0.16980523,1743.5001,7980000.0,4577.0,498750.0,,124672.0,5.05248e-05,0.1,1.5945873 +3579.33,3627.741,0.27028894,1743.78,7990000.0,4582.0,499375.0,,124832.0,5.02688e-05,0.1,1.638782 +3605.52,3627.8787,0.28428867,1744.0593,8000000.0,4587.0,500000.0,,124992.0,5.00128e-05,0.1,1.5793422 +3501.58,3626.551,0.2838538,1744.338,8010000.0,4592.0,500625.0,,125152.0,4.97568e-05,0.1,1.5491059 +3657.15,3626.0032,0.21356389,1744.2366,8020000.0,4598.0,501250.0,,125312.0,4.95008e-05,0.1,1.5608784 +3777.78,3626.4773,0.17332254,1744.8936,8030000.0,4602.0,501875.0,,125440.0,4.9296e-05,0.1,1.468193 +3759.37,3626.5283,0.22630282,1745.1704,8040000.0,4607.0,502500.0,,125600.0,4.904e-05,0.1,1.6630957 +3563.05,3624.8882,0.26069003,1745.4467,8050000.0,4612.0,503125.0,,125760.0,4.8784e-05,0.1,1.4339226 +3596.47,3626.732,0.24957183,1745.7223,8060000.0,4617.0,503750.0,,125920.0,4.8528e-05,0.1,1.4699328 +3653.47,3628.7212,0.16925032,1745.9974,8070000.0,4622.0,504375.0,,126080.0,4.8272e-05,0.1,1.5285683 +3585.26,3631.6309,0.21836251,1746.6494,8080000.0,4626.0,505000.0,,126240.0,4.8016e-05,0.1,1.4833133 +3643.05,3635.2334,0.21262825,1746.9229,8090000.0,4631.0,505625.0,,126400.0,4.776e-05,0.1,1.6090684 +3836.77,3640.9326,0.19614059,1747.1958,8100000.0,4636.0,506250.0,,126560.0,4.7504e-05,0.1,1.3086766 +3976.51,3646.767,0.17553565,1747.8448,8110000.0,4640.0,506875.0,,126688.0,4.72992e-05,0.1,1.4431305 +3965.63,3651.723,0.16598286,1748.1162,8120000.0,4645.0,507500.0,,126848.0,4.70432e-05,0.1,1.5167518 +3889.75,3656.9866,0.2528127,1748.0112,8130000.0,4651.0,508125.0,,127008.0,4.67872e-05,0.1,1.4614104 +4076.88,3661.7607,0.29680237,1748.2817,8140000.0,4656.0,508750.0,,127168.0,4.65312e-05,0.1,1.5041547 +3972.33,3666.0928,0.2590662,1748.5518,8150000.0,4661.0,509375.0,,127328.0,4.62752e-05,0.1,1.3611383 +3638.64,3666.4417,0.21468396,1749.1962,8160000.0,4665.0,510000.0,,127488.0,4.60192e-05,0.1,1.4917666 +3666.62,3667.3691,0.18290913,1749.4647,8170000.0,4670.0,510625.0,,127648.0,4.57632e-05,0.1,1.5893593 +3603.41,3666.4429,0.21746355,1749.7327,8180000.0,4675.0,511250.0,,127808.0,4.55072e-05,0.1,1.4329796 +3591.73,3666.5269,0.23920344,1750.374,8190000.0,4679.0,511875.0,,127968.0,4.52512e-05,0.1,1.5488529 +3806.54,3671.4934,0.30836195,1750.6405,8200000.0,4684.0,512500.0,,128096.0,4.50464e-05,0.1,1.3894359 +3755.65,3675.2722,0.21737243,1750.9064,8210000.0,4689.0,513125.0,,128256.0,4.47904e-05,0.1,1.5067995 +3843.54,3680.6262,0.2919024,1751.1718,8220000.0,4694.0,513750.0,,128416.0,4.45344e-05,0.1,1.4643734 +3855.47,3686.4106,0.2267691,1751.8093,8230000.0,4698.0,514375.0,,128576.0,4.42784e-05,0.1,1.5364946 +3810.0,3692.1572,0.19004047,1752.0731,8240000.0,4703.0,515000.0,,128736.0,4.40224e-05,0.1,1.5831189 +3755.66,3696.2634,0.26290122,1752.3364,8250000.0,4708.0,515625.0,,128896.0,4.37664e-05,0.1,1.393139 +3424.23,3694.1106,0.24643777,1752.5992,8260000.0,4713.0,516250.0,,129056.0,4.35104e-05,0.1,1.4057937 +3334.31,3689.8406,0.24741842,1752.8613,8270000.0,4718.0,516875.0,,129216.0,4.32544e-05,0.1,1.4198587 +3441.01,3685.7737,0.25121525,1753.123,8280000.0,4723.0,517500.0,,129344.0,4.30496e-05,0.1,1.4730144 +3512.5,3682.6184,0.15566637,1753.3842,8290000.0,4728.0,518125.0,,129504.0,4.27936e-05,0.1,1.4747846 +3732.7,3680.5032,0.1930433,1753.6447,8300000.0,4733.0,518750.0,,129664.0,4.25376e-05,0.1,1.5448627 +3664.25,3679.2893,0.20313624,1753.9045,8310000.0,4738.0,519375.0,,129824.0,4.22816e-05,0.1,1.3714776 +3709.46,3679.9297,0.14844915,1754.1641,8320000.0,4743.0,520000.0,,129984.0,4.20256e-05,0.1,1.4908074 +3869.87,3681.874,0.19117166,1754.423,8330000.0,4748.0,520625.0,,130144.0,4.17696e-05,0.1,1.4510542 +3864.72,3683.7222,0.24287407,1754.6813,8340000.0,4753.0,521250.0,,130304.0,4.15136e-05,0.1,1.3286341 +3815.8,3686.1387,0.22807509,1754.9391,8350000.0,4758.0,521875.0,,130464.0,4.12576e-05,0.1,1.3339496 +3717.22,3687.4133,0.23551904,1755.1963,8360000.0,4763.0,522500.0,,130624.0,4.10016e-05,0.1,1.4138093 +3684.25,3688.1064,0.31242827,1755.8213,8370000.0,4767.0,523125.0,,130752.0,4.07968e-05,0.1,1.4670286 +3724.63,3688.8594,0.16676745,1756.0771,8380000.0,4772.0,523750.0,,130912.0,4.05408e-05,0.1,1.4708605 +3715.76,3689.5986,0.1999174,1756.3324,8390000.0,4777.0,524375.0,,131072.0,4.02848e-05,0.1,1.5041537 +3823.14,3692.2905,0.18862994,1756.9546,8400000.0,4781.0,525000.0,,131232.0,4.00288e-05,0.1,1.3727177 +3712.45,3692.6694,0.24089684,1757.2085,8410000.0,4786.0,525625.0,,131392.0,3.97728e-05,0.1,1.4238143 +3937.22,3696.1492,0.23814832,1757.4619,8420000.0,4791.0,526250.0,,131552.0,3.95168e-05,0.1,1.3681235 +3949.83,3700.2693,0.36715958,1757.7147,8430000.0,4796.0,526875.0,,131712.0,3.92608e-05,0.1,1.4122281 +3841.31,3704.3887,0.3391227,1757.967,8440000.0,4801.0,527500.0,,131872.0,3.90048e-05,0.1,1.424336 +3663.45,3705.6118,0.2135723,1758.5848,8450000.0,4805.0,528125.0,,132000.0,3.88e-05,0.1,1.4252143 +3641.23,3705.9075,0.33052292,1758.8358,8460000.0,4810.0,528750.0,,132160.0,3.8544e-05,0.1,1.4201791 +3755.2,3708.181,0.22582603,1759.0862,8470000.0,4815.0,529375.0,,132320.0,3.8288e-05,0.1,1.4375612 +3496.17,3707.0059,0.22057164,1759.336,8480000.0,4820.0,530000.0,,132480.0,3.8032e-05,0.1,1.2848842 +3524.78,3705.3809,0.2027615,1759.5854,8490000.0,4825.0,530625.0,,132640.0,3.7776e-05,0.1,1.4583547 +3629.35,3703.8496,0.25690854,1759.8344,8500000.0,4830.0,531250.0,,132800.0,3.752e-05,0.1,1.4681404 +3905.87,3707.0344,0.18783739,1760.4468,8510000.0,4834.0,531875.0,,132960.0,3.7264e-05,0.1,1.3159806 +3949.65,3710.4556,0.18964238,1760.6943,8520000.0,4839.0,532500.0,,133120.0,3.7008e-05,0.1,1.425078 +3884.28,3714.3203,0.27736658,1760.9414,8530000.0,4844.0,533125.0,,133280.0,3.6752e-05,0.1,1.2882214 +3892.48,3717.4175,0.186023,1761.5511,8540000.0,4848.0,533750.0,,133408.0,3.65472e-05,0.1,1.4342303 +3938.18,3721.3936,0.20848525,1761.7969,8550000.0,4853.0,534375.0,,133568.0,3.62912e-05,0.1,1.3127522 +3689.85,3722.7493,0.12620851,1762.042,8560000.0,4858.0,535000.0,,133728.0,3.60352e-05,0.1,1.273471 +3723.15,3725.2979,0.2761733,1762.2866,8570000.0,4863.0,535625.0,,133888.0,3.57792e-05,0.1,1.3498304 +3695.45,3726.607,0.25688168,1762.5308,8580000.0,4868.0,536250.0,,134048.0,3.55232e-05,0.1,1.2883945 +3639.74,3727.1394,0.19714129,1762.7744,8590000.0,4873.0,536875.0,,134208.0,3.52672e-05,0.1,1.3871031 +3730.01,3729.145,0.22164533,1763.0176,8600000.0,4878.0,537500.0,,134368.0,3.50112e-05,0.1,1.3634663 +3712.93,3730.0,0.23809966,1763.2603,8610000.0,4883.0,538125.0,,134528.0,3.47552e-05,0.1,1.3774753 +3895.39,3732.8674,0.22998294,1763.5024,8620000.0,4888.0,538750.0,,134656.0,3.45504e-05,0.1,1.3519493 +3727.03,3732.383,0.22523253,1764.1046,8630000.0,4892.0,539375.0,,134816.0,3.42944e-05,0.1,1.3372751 +3578.28,3731.7966,0.1504455,1764.3455,8640000.0,4897.0,540000.0,,134976.0,3.40384e-05,0.1,1.2960775 +3608.63,3732.346,0.2157468,1764.5859,8650000.0,4902.0,540625.0,,135136.0,3.37824e-05,0.1,1.340734 +3569.09,3731.0457,0.25632775,1764.8258,8660000.0,4907.0,541250.0,,135296.0,3.35264e-05,0.1,1.3906982 +3461.12,3729.5637,0.23509105,1765.0652,8670000.0,4912.0,541875.0,,135456.0,3.32704e-05,0.1,1.385472 +3551.96,3727.6357,0.29675817,1765.3041,8680000.0,4917.0,542500.0,,135616.0,3.30144e-05,0.1,1.3560975 +3723.89,3727.093,0.23874135,1765.5425,8690000.0,4922.0,543125.0,,135776.0,3.27584e-05,0.1,1.3303754 +3597.12,3726.0024,0.20584024,1765.7804,8700000.0,4927.0,543750.0,,135936.0,3.25024e-05,0.1,1.34603 +3615.22,3725.2563,0.21714644,1766.0178,8710000.0,4932.0,544375.0,,136064.0,3.22976e-05,0.1,1.4029325 +3642.47,3726.44,0.26765275,1766.2548,8720000.0,4937.0,545000.0,,136224.0,3.20416e-05,0.1,1.3513597 +3814.91,3726.4065,0.24898888,1766.4913,8730000.0,4942.0,545625.0,,136384.0,3.17856e-05,0.1,1.3385496 +3730.16,3725.6753,0.21415919,1766.7273,8740000.0,4947.0,546250.0,,136544.0,3.15296e-05,0.1,1.4746771 +3938.21,3726.866,0.32327387,1767.3197,8750000.0,4951.0,546875.0,,136704.0,3.12736e-05,0.1,1.3751645 +3960.7,3728.3765,0.192469,1767.1979,8760000.0,4957.0,547500.0,,136864.0,3.10176e-05,0.1,1.360726 +4133.65,3731.0222,0.18055904,1767.7887,8770000.0,4961.0,548125.0,,137024.0,3.07616e-05,0.1,1.5097182 +4073.17,3731.846,0.2885618,1768.0226,8780000.0,4966.0,548750.0,,137184.0,3.05056e-05,0.1,1.4163316 +3958.94,3734.6504,0.16521652,1768.2559,8790000.0,4971.0,549375.0,,137312.0,3.03008e-05,0.1,1.389744 +4079.76,3738.9133,0.28717554,1768.4888,8800000.0,4976.0,550000.0,,137472.0,3.00448e-05,0.1,1.328295 +3887.82,3741.8809,0.21991624,1768.7212,8810000.0,4981.0,550625.0,,137632.0,2.97888e-05,0.1,1.3789724 +3899.99,3744.4429,0.17548735,1769.308,8820000.0,4985.0,551250.0,,137792.0,2.95328e-05,0.1,1.4748929 +3871.91,3747.4734,0.18214832,1769.5391,8830000.0,4990.0,551875.0,,137952.0,2.92768e-05,0.1,1.384671 +3814.63,3747.8835,0.28762805,1769.7698,8840000.0,4995.0,552500.0,,138112.0,2.90208e-05,0.1,1.3439759 +3934.3,3747.5781,0.20783259,1770.0,8850000.0,5000.0,553125.0,,138272.0,2.87648e-05,0.1,1.3803247 +3686.34,3744.6094,0.26090702,1770.2297,8860000.0,5005.0,553750.0,,138432.0,2.85088e-05,0.1,1.4750385 +3671.07,3740.9575,0.19502759,1770.4591,8870000.0,5010.0,554375.0,,138592.0,2.82528e-05,0.1,1.4602232 +3701.31,3738.6685,0.17804497,1771.0411,8880000.0,5014.0,555000.0,,138720.0,2.8048e-05,0.1,1.4678055 +3747.41,3736.248,0.19486393,1771.2692,8890000.0,5019.0,555625.0,,138880.0,2.7792e-05,0.1,1.3810921 +3851.85,3736.0986,0.2046254,1771.4968,8900000.0,5024.0,556250.0,,139040.0,2.7536e-05,0.1,1.5550332 +3817.82,3736.6582,0.21054858,1771.724,8910000.0,5029.0,556875.0,,139200.0,2.728e-05,0.1,1.4565043 +3758.01,3737.59,0.23274572,1772.3029,8920000.0,5033.0,557500.0,,139360.0,2.7024e-05,0.1,1.4303303 +3759.21,3738.0918,0.20513208,1772.5288,8930000.0,5038.0,558125.0,,139520.0,2.6768e-05,0.1,1.5035416 +3533.83,3736.2776,0.20018284,1772.7543,8940000.0,5043.0,558750.0,,139680.0,2.6512e-05,0.1,1.4341208 +3593.81,3735.0635,0.22630008,1772.9794,8950000.0,5048.0,559375.0,,139840.0,2.6256e-05,0.1,1.4453346 +3583.2,3736.202,0.2292392,1773.204,8960000.0,5053.0,560000.0,,140000.0,2.6e-05,0.1,1.4979413 +3594.15,3737.434,0.18547192,1773.7789,8970000.0,5057.0,560625.0,,140128.0,2.57952e-05,0.1,1.4428082 +3646.0,3739.2598,0.25666383,1774.0023,8980000.0,5062.0,561250.0,,140288.0,2.55392e-05,0.1,1.4449366 +3757.61,3741.0422,0.21467496,1774.2253,8990000.0,5067.0,561875.0,,140448.0,2.52832e-05,0.1,1.3878756 +3757.15,3742.5588,0.20703247,1774.448,9000000.0,5072.0,562500.0,,140608.0,2.50272e-05,0.1,1.4211042 +3745.21,3744.995,0.28010282,1774.67,9010000.0,5077.0,563125.0,,140768.0,2.47712e-05,0.1,1.4397373 +3566.87,3744.0925,0.24270774,1775.2411,9020000.0,5081.0,563750.0,,140928.0,2.45152e-05,0.1,1.4494193 +3648.9,3742.8035,0.16068941,1775.462,9030000.0,5086.0,564375.0,,141088.0,2.42592e-05,0.1,1.4651915 +3544.35,3740.653,0.3276695,1775.6826,9040000.0,5091.0,565000.0,,141248.0,2.40032e-05,0.1,1.2532266 +3520.16,3740.224,0.16843148,1775.9027,9050000.0,5096.0,565625.0,,141376.0,2.37984e-05,0.1,1.4214113 +3250.6,3736.7654,0.23336515,1776.1223,9060000.0,5101.0,566250.0,,141536.0,2.35424e-05,0.1,1.3032912 +3184.92,3732.08,0.34793252,1776.3416,9070000.0,5106.0,566875.0,,141696.0,2.32864e-05,0.1,1.2790296 +3039.06,3726.618,0.1656818,1776.5603,9080000.0,5111.0,567500.0,,141856.0,2.30304e-05,0.1,1.3237317 +3117.03,3721.358,0.20034865,1777.1261,9090000.0,5115.0,568125.0,,142016.0,2.27744e-05,0.1,1.423146 +3041.33,3713.4033,0.2852225,1777.3438,9100000.0,5120.0,568750.0,,142176.0,2.25184e-05,0.1,1.2839442 +3144.94,3705.088,0.19025324,1777.561,9110000.0,5125.0,569375.0,,142336.0,2.22624e-05,0.1,1.422643 +3267.93,3698.1106,0.21368751,1777.7778,9120000.0,5130.0,570000.0,,142496.0,2.20064e-05,0.1,1.3634524 +3484.67,3694.06,0.23054215,1777.9941,9130000.0,5135.0,570625.0,,142656.0,2.17504e-05,0.1,1.5192772 +3533.92,3688.63,0.24738292,1778.5562,9140000.0,5139.0,571250.0,,142784.0,2.15456e-05,0.1,1.3990124 +3750.05,3686.4075,0.22044004,1778.7714,9150000.0,5144.0,571875.0,,142944.0,2.12896e-05,0.1,1.3171158 +3795.7,3687.9775,0.22253571,1778.9862,9160000.0,5149.0,572500.0,,143104.0,2.10336e-05,0.1,1.3417952 +3811.47,3689.4263,0.22381055,1779.2006,9170000.0,5154.0,573125.0,,143264.0,2.07776e-05,0.1,1.4702668 +3762.14,3691.0134,0.20327255,1779.7596,9180000.0,5158.0,573750.0,,143424.0,2.05216e-05,0.1,1.3383553 +3532.63,3690.4226,0.18399063,1779.9729,9190000.0,5163.0,574375.0,,143584.0,2.02656e-05,0.1,1.4395374 +3628.96,3688.647,0.25955403,1780.1858,9200000.0,5168.0,575000.0,,143744.0,2.00096e-05,0.1,1.4947572 +3443.36,3685.5242,0.31692454,1780.3982,9210000.0,5173.0,575625.0,,143904.0,1.97536e-05,0.1,1.3379295 +3520.55,3682.2947,0.24482787,1780.9542,9220000.0,5177.0,576250.0,,144032.0,1.95488e-05,0.1,1.3561777 +3585.72,3679.5972,0.3005288,1781.1655,9230000.0,5182.0,576875.0,,144192.0,1.92928e-05,0.1,1.4554604 +3605.97,3677.557,0.22687311,1781.0332,9240000.0,5188.0,577500.0,,144352.0,1.90368e-05,0.1,1.3347018 +3690.32,3676.903,0.27422062,1781.244,9250000.0,5193.0,578125.0,,144512.0,1.87808e-05,0.1,1.3011084 +3613.96,3678.8003,0.25840518,1781.4543,9260000.0,5198.0,578750.0,,144672.0,1.85248e-05,0.1,1.3709157 +3773.27,3683.1904,0.32555363,1781.6644,9270000.0,5203.0,579375.0,,144832.0,1.82688e-05,0.1,1.3874376 +3612.39,3684.9038,0.2547615,1781.874,9280000.0,5208.0,580000.0,,144992.0,1.80128e-05,0.1,1.3515563 +3641.78,3686.1965,0.21013983,1782.0833,9290000.0,5213.0,580625.0,,145152.0,1.77568e-05,0.1,1.443016 +3735.76,3686.2268,0.24819358,1782.2921,9300000.0,5218.0,581250.0,,145312.0,1.75008e-05,0.1,1.279621 +3687.92,3686.4639,0.22706732,1782.8418,9310000.0,5222.0,581875.0,,145440.0,1.7296e-05,0.1,1.4674706 +3595.78,3685.327,0.18747622,1783.0496,9320000.0,5227.0,582500.0,,145600.0,1.704e-05,0.1,1.3910447 +3552.76,3682.1555,0.24379566,1783.2568,9330000.0,5232.0,583125.0,,145760.0,1.6784e-05,0.1,1.3405957 +3689.76,3680.4062,0.2431033,1783.4639,9340000.0,5237.0,583750.0,,145920.0,1.6528e-05,0.1,1.3700836 +3732.81,3679.5767,0.28196257,1783.6704,9350000.0,5242.0,584375.0,,146080.0,1.6272e-05,0.1,1.3042021 +3514.28,3677.547,0.29176182,1783.8765,9360000.0,5247.0,585000.0,,146240.0,1.6016e-05,0.1,1.2077699 +3608.41,3676.7888,0.34125763,1784.422,9370000.0,5251.0,585625.0,,146400.0,1.576e-05,0.1,1.3291962 +3638.79,3675.9304,0.23365942,1784.6271,9380000.0,5256.0,586250.0,,146560.0,1.5504e-05,0.1,1.4126836 +3678.86,3675.5615,0.2984963,1784.8318,9390000.0,5261.0,586875.0,,146688.0,1.52992e-05,0.1,1.3265914 +3591.89,3673.2488,0.22500691,1785.3751,9400000.0,5265.0,587500.0,,146848.0,1.50432e-05,0.1,1.2448591 +3582.14,3671.9456,0.22602695,1785.5787,9410000.0,5270.0,588125.0,,147008.0,1.47872e-05,0.1,1.360506 +3700.18,3669.575,0.21984306,1785.782,9420000.0,5275.0,588750.0,,147168.0,1.45312e-05,0.1,1.4503596 +3742.04,3667.497,0.23378415,1785.9849,9430000.0,5280.0,589375.0,,147328.0,1.42752e-05,0.1,1.3972276 +3810.59,3667.19,0.22969209,1786.5254,9440000.0,5284.0,590000.0,,147488.0,1.40192e-05,0.1,1.3662151 +3895.84,3669.5144,0.32142317,1786.7272,9450000.0,5289.0,590625.0,,147648.0,1.37632e-05,0.1,1.4278667 +3833.38,3671.4355,0.24469098,1786.9286,9460000.0,5294.0,591250.0,,147808.0,1.35072e-05,0.1,1.2924405 +3698.02,3670.864,0.30916184,1787.1296,9470000.0,5299.0,591875.0,,147968.0,1.32512e-05,0.1,1.3124626 +3594.27,3671.845,0.28386536,1787.6674,9480000.0,5303.0,592500.0,,148096.0,1.30464e-05,0.1,1.4754078 +3650.31,3673.1003,0.19670238,1787.8673,9490000.0,5308.0,593125.0,,148256.0,1.27904e-05,0.1,1.3784467 +3631.92,3673.126,0.23885803,1788.067,9500000.0,5313.0,593750.0,,148416.0,1.25344e-05,0.1,1.2980925 +3669.68,3670.7637,0.17012314,1788.2662,9510000.0,5318.0,594375.0,,148576.0,1.22784e-05,0.1,1.3914814 +3787.53,3669.1426,0.19557795,1788.4652,9520000.0,5323.0,595000.0,,148736.0,1.20224e-05,0.1,1.4435939 +3967.23,3669.9722,0.17228568,1788.9994,9530000.0,5327.0,595625.0,,148896.0,1.17664e-05,0.1,1.3071265 +3924.3,3670.2905,0.16429277,1789.1973,9540000.0,5332.0,596250.0,,149056.0,1.15104e-05,0.1,1.3637167 +3886.04,3669.769,0.3147787,1789.3948,9550000.0,5337.0,596875.0,,149216.0,1.12544e-05,0.1,1.3261082 +3903.65,3671.9072,0.2388174,1789.5919,9560000.0,5342.0,597500.0,,149344.0,1.10496e-05,0.1,1.4593768 +3761.13,3672.2869,0.21848321,1789.7887,9570000.0,5347.0,598125.0,,149504.0,1.07936e-05,0.1,1.2365737 +3840.22,3673.7346,0.2990072,1789.9851,9580000.0,5352.0,598750.0,,149664.0,1.05376e-05,0.1,1.3840398 +3849.99,3675.8372,0.16190687,1790.181,9590000.0,5357.0,599375.0,,149824.0,1.02816e-05,0.1,1.3199134 +3977.3,3678.31,0.20557563,1790.3767,9600000.0,5362.0,600000.0,,149984.0,1.00256e-05,0.1,1.3495125 +3870.52,3679.8862,0.21829183,1790.9058,9610000.0,5366.0,600625.0,,150144.0,9.7696e-06,0.1,1.3426001 +3853.76,3679.4697,0.35083595,1791.1003,9620000.0,5371.0,601250.0,,150304.0,9.5136e-06,0.1,1.3045945 +4029.91,3682.4985,0.19148423,1791.2947,9630000.0,5376.0,601875.0,,150464.0,9.2576e-06,0.1,1.1949955 +3822.16,3684.9373,0.21131183,1791.4885,9640000.0,5381.0,602500.0,,150624.0,9.0016e-06,0.1,1.5357544 +3685.52,3685.706,0.24473739,1792.0149,9650000.0,5385.0,603125.0,,150752.0,8.7968e-06,0.1,1.3559407 +3582.21,3685.8374,0.22672978,1792.2078,9660000.0,5390.0,603750.0,,150912.0,8.5408e-06,0.1,1.3744985 +3666.48,3687.8906,0.25339976,1792.4004,9670000.0,5395.0,604375.0,,151072.0,8.2848e-06,0.1,1.3519666 +3844.73,3690.8188,0.3199562,1792.5927,9680000.0,5400.0,605000.0,,151232.0,8.0288e-06,0.1,1.2746265 +3691.63,3690.4956,0.2881956,1793.1162,9690000.0,5404.0,605625.0,,151392.0,7.7728e-06,0.1,1.3935074 +3823.22,3692.7566,0.21299282,1793.3075,9700000.0,5409.0,606250.0,,151552.0,7.5168e-06,0.1,1.3079095 +3945.43,3696.0588,0.27150765,1793.4983,9710000.0,5414.0,606875.0,,151712.0,7.2608e-06,0.1,1.4532447 +3919.03,3698.8247,0.19134583,1793.6888,9720000.0,5419.0,607500.0,,151872.0,7.0048e-06,0.1,1.3022565 +3945.63,3700.1318,0.24751632,1794.2098,9730000.0,5423.0,608125.0,,152000.0,6.8e-06,0.1,1.3518989 +3791.65,3700.7468,0.32871374,1794.7301,9740000.0,5427.0,608750.0,,152160.0,6.544e-06,0.1,1.2550442 +3960.62,3700.9707,0.2857378,1795.2495,9750000.0,5431.0,609375.0,,152320.0,6.288e-06,0.1,1.3781388 +4088.84,3702.2524,0.34352672,1795.4379,9760000.0,5436.0,610000.0,,152480.0,6.032e-06,0.1,1.322773 +4064.94,3701.565,0.31176585,1795.9559,9770000.0,5440.0,610625.0,,152640.0,5.776e-06,0.1,1.2911863 +4121.96,3702.0532,0.25099066,1796.1433,9780000.0,5445.0,611250.0,,152800.0,5.52e-06,0.1,1.2604909 +4071.54,3703.179,0.2157282,1796.6599,9790000.0,5449.0,611875.0,,152960.0,5.264e-06,0.1,1.3271153 +4082.35,3703.205,0.3002032,1796.8463,9800000.0,5454.0,612500.0,,153120.0,5.008e-06,0.1,1.4072275 +3997.83,3704.305,0.22319533,1797.3617,9810000.0,5458.0,613125.0,,153280.0,4.752e-06,0.1,1.4084904 +3901.95,3704.3247,0.23837623,1797.8762,9820000.0,5462.0,613750.0,,153408.0,4.5472e-06,0.1,1.4298499 +3938.68,3704.9922,0.20618168,1798.39,9830000.0,5466.0,614375.0,,153568.0,4.2912e-06,0.1,1.3919485 +3814.81,3704.9941,0.29902494,1798.9031,9840000.0,5470.0,615000.0,,153728.0,4.0352e-06,0.1,1.4762474 +3848.7,3704.1377,0.15546581,1799.0868,9850000.0,5475.0,615625.0,,153888.0,3.7792e-06,0.1,1.303153 +3989.65,3707.1711,0.16280171,1799.27,9860000.0,5480.0,616250.0,,154048.0,3.5232e-06,0.1,1.5084612 +3996.86,3710.429,0.17237191,1799.7811,9870000.0,5484.0,616875.0,,154208.0,3.2672e-06,0.1,1.4219844 +3835.11,3711.767,0.2182357,1800.2915,9880000.0,5488.0,617500.0,,154368.0,3.0112e-06,0.1,1.5028905 +3765.65,3711.9497,0.2892568,1800.8011,9890000.0,5492.0,618125.0,,154528.0,2.7552e-06,0.1,1.3895583 +3759.59,3711.027,0.24809083,1801.31,9900000.0,5496.0,618750.0,,154656.0,2.5504e-06,0.1,1.3633585 +3892.18,3711.7705,0.25860363,1801.8182,9910000.0,5500.0,619375.0,,154816.0,2.2944e-06,0.1,1.4369279 +3699.58,3711.1865,0.20423217,1802.3256,9920000.0,5504.0,620000.0,,154976.0,2.0384e-06,0.1,1.4088385 +3669.3,3710.2876,0.26880318,1802.8323,9930000.0,5508.0,620625.0,,155136.0,1.7824e-06,0.1,1.3142744 +3853.02,3713.4795,0.32159656,1803.6654,9940000.0,5511.0,621250.0,,155296.0,1.5264e-06,0.1,1.3255825 +3981.7,3717.3582,0.33164465,1803.8434,9950000.0,5516.0,621875.0,,155456.0,1.2704e-06,0.1,1.2957273 +4048.03,3722.0063,0.2386198,1804.3478,9960000.0,5520.0,622500.0,,155616.0,1.0144e-06,0.1,1.3536444 +3972.57,3725.7903,0.24408382,1804.8516,9970000.0,5524.0,623125.0,,155776.0,7.584e-07,0.1,1.4238789 +4040.1,3729.7312,0.36289358,1805.3546,9980000.0,5528.0,623750.0,,155936.0,5.024e-07,0.1,1.3179238 +4064.97,3732.8047,0.2573376,1806.1833,9990000.0,5531.0,624375.0,,156064.0,2.976e-07,0.1,1.3803025 +4046.68,3735.7,0.22365268,1806.6847,10000000.0,5535.0,625000.0,,156224.0,4.16e-08,0.1,1.3833274 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_eval.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..fc0038abf425ee4edbe186ebcd2e0d80d0d39344 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 3735.699951171875, + "strength": 1070.072998046875, + "max_strength": 1827.599853515625, + "final_strength": 1740.6298828125, + "sample_efficiency": 1.553252957364748e-07, + "training_efficiency": 8.362612788914703e-06, + "stability": 0.9635063409805298 + }, + "local": { + "mean_returns": [ + 1234.77783203125, + 1743.7142333984375, + 2023.11767578125, + 2112.234130859375, + 2202.96923828125, + 2120.871826171875, + 2183.97802734375, + 2227.18994140625, + 2280.929931640625, + 2180.7900390625, + 2208.47998046875, + 2253.510009765625, + 2460.179931640625, + 2435.469970703125, + 2509.840087890625, + 2586.2900390625, + 2630.550048828125, + 2736.75, + 2717.080078125, + 2637.989990234375, + 2535.469970703125, + 2562.85009765625, + 2538.739990234375, + 2566.159912109375, + 2575.31005859375, + 2629.969970703125, + 2768.9599609375, + 2768.47998046875, + 2783.199951171875, + 2848.35009765625, + 2976.739990234375, + 3014.93994140625, + 2919.89990234375, + 2882.510009765625, + 2748.739990234375, + 2904.72998046875, + 2928.22998046875, + 2739.93994140625, + 2666.260009765625, + 2734.969970703125, + 2655.010009765625, + 2776.5400390625, + 2726.199951171875, + 2606.110107421875, + 2697.659912109375, + 2661.929931640625, + 2754.050048828125, + 2711.760009765625, + 2631.169921875, + 2713.06005859375, + 2795.949951171875, + 2978.02001953125, + 2994.010009765625, + 3032.469970703125, + 3102.22998046875, + 3147.27001953125, + 3270.050048828125, + 3268.739990234375, + 3262.760009765625, + 3123.159912109375, + 3068.5, + 3202.639892578125, + 3169.090087890625, + 3111.64990234375, + 3157.60009765625, + 3209.25, + 3221.18994140625, + 3134.64990234375, + 2942.469970703125, + 2831.9599609375, + 2872.1298828125, + 2973.5400390625, + 2858.60009765625, + 2795.5400390625, + 2812.02001953125, + 2890.06005859375, + 3087.969970703125, + 3105.85009765625, + 3057.030029296875, + 2946.030029296875, + 2937.10009765625, + 2958.27001953125, + 3060.239990234375, + 2910.989990234375, + 3058.780029296875, + 2984.60009765625, + 3017.550048828125, + 3190.739990234375, + 3147.820068359375, + 3211.39990234375, + 3239.0, + 3212.5, + 3215.139892578125, + 3269.85009765625, + 3299.3798828125, + 3129.969970703125, + 3106.530029296875, + 2953.7099609375, + 2923.89990234375, + 2883.800048828125, + 2784.330078125, + 2901.35009765625, + 2817.18994140625, + 2866.06005859375, + 2827.47998046875, + 2919.43994140625, + 2970.1201171875, + 3056.860107421875, + 2964.010009765625, + 3182.080078125, + 3202.89990234375, + 3268.820068359375, + 3317.659912109375, + 3179.909912109375, + 2999.610107421875, + 3090.2099609375, + 3000.3701171875, + 3032.75, + 3136.169921875, + 3121.340087890625, + 3191.919921875, + 3174.0, + 3111.590087890625, + 3091.489990234375, + 3073.610107421875, + 2936.780029296875, + 2872.6298828125, + 2959.360107421875, + 2968.4599609375, + 2919.830078125, + 2823.969970703125, + 2722.489990234375, + 2806.489990234375, + 2745.56005859375, + 2756.35009765625, + 2712.4599609375, + 2851.72998046875, + 2921.010009765625, + 3053.1201171875, + 3021.280029296875, + 3097.06005859375, + 3027.090087890625, + 3043.469970703125, + 2904.10009765625, + 2747.800048828125, + 2714.699951171875, + 2560.110107421875, + 2548.89990234375, + 2501.0, + 2611.590087890625, + 2756.47998046875, + 2811.6298828125, + 2933.070068359375, + 3070.18994140625, + 3082.39990234375, + 3135.2900390625, + 3095.260009765625, + 3092.050048828125, + 3141.889892578125, + 3037.47998046875, + 2889.0, + 2800.68994140625, + 2769.949951171875, + 2869.080078125, + 2816.590087890625, + 2789.929931640625, + 2755.010009765625, + 2774.949951171875, + 2813.4599609375, + 2744.60009765625, + 2601.4599609375, + 2596.570068359375, + 2851.889892578125, + 2986.659912109375, + 2968.050048828125, + 2945.919921875, + 3018.570068359375, + 3019.8701171875, + 2872.300048828125, + 2801.2099609375, + 2664.1298828125, + 2902.389892578125, + 2826.929931640625, + 3022.0400390625, + 3051.830078125, + 3168.219970703125, + 3187.929931640625, + 3238.320068359375, + 3191.030029296875, + 3339.25, + 3402.110107421875, + 3427.3798828125, + 3464.570068359375, + 3482.72998046875, + 3612.47998046875, + 3579.699951171875, + 3424.02001953125, + 3476.199951171875, + 3451.68994140625, + 3427.590087890625, + 3473.52001953125, + 3371.199951171875, + 3224.3798828125, + 3319.330078125, + 3114.199951171875, + 3088.219970703125, + 2979.080078125, + 2946.60009765625, + 2855.860107421875, + 2912.3701171875, + 2887.030029296875, + 2819.179931640625, + 2786.840087890625, + 2807.68994140625, + 2978.510009765625, + 3059.449951171875, + 3101.669921875, + 3191.6298828125, + 3164.610107421875, + 3121.659912109375, + 3211.0, + 3153.179931640625, + 3179.739990234375, + 3087.02001953125, + 3121.489990234375, + 3205.85009765625, + 3278.320068359375, + 3326.60009765625, + 3314.050048828125, + 3283.830078125, + 3235.93994140625, + 3319.919921875, + 3176.5400390625, + 3110.10009765625, + 2943.2099609375, + 2909.090087890625, + 3142.989990234375, + 3200.929931640625, + 3171.81005859375, + 3232.22998046875, + 3376.35009765625, + 3329.14990234375, + 3407.169921875, + 2997.10009765625, + 2961.679931640625, + 2914.239990234375, + 2901.6298828125, + 2955.050048828125, + 2999.27001953125, + 3101.489990234375, + 3203.06005859375, + 3284.159912109375, + 3281.669921875, + 3423.590087890625, + 3423.679931640625, + 3303.219970703125, + 3241.1201171875, + 3353.139892578125, + 3512.929931640625, + 3558.340087890625, + 3378.9599609375, + 3450.080078125, + 3598.0400390625, + 3721.89990234375, + 3687.18994140625, + 3509.4599609375, + 3556.550048828125, + 3698.14990234375, + 3636.72998046875, + 3516.139892578125, + 3404.0400390625, + 3302.409912109375, + 3359.75, + 3279.7900390625, + 3161.679931640625, + 3178.239990234375, + 3268.6298828125, + 3300.2099609375, + 3392.1298828125, + 3376.280029296875, + 3374.1298828125, + 3333.830078125, + 3213.530029296875, + 3274.449951171875, + 3164.47998046875, + 3126.110107421875, + 3107.239990234375, + 3006.169921875, + 3199.409912109375, + 3302.699951171875, + 3153.719970703125, + 3212.75, + 3133.75, + 3159.949951171875, + 3160.22998046875, + 3145.080078125, + 3056.02001953125, + 3002.6201171875, + 3005.830078125, + 2968.64990234375, + 2860.669921875, + 2623.679931640625, + 2614.699951171875, + 2670.0400390625, + 2711.219970703125, + 2871.18994140625, + 3088.139892578125, + 3191.929931640625, + 3198.840087890625, + 3358.159912109375, + 3427.860107421875, + 3440.550048828125, + 3371.0, + 3182.85009765625, + 3167.7099609375, + 3026.06005859375, + 3024.909912109375, + 2984.590087890625, + 3045.820068359375, + 3102.56005859375, + 3053.56005859375, + 3260.68994140625, + 3317.06005859375, + 3383.219970703125, + 3376.85009765625, + 3248.179931640625, + 3356.2099609375, + 3397.489990234375, + 3425.75, + 3452.9599609375, + 3705.159912109375, + 3653.85009765625, + 3694.97998046875, + 3753.679931640625, + 3717.8798828125, + 3732.830078125, + 3612.68994140625, + 3506.580078125, + 3563.409912109375, + 3526.2099609375, + 3623.429931640625, + 3481.080078125, + 3479.330078125, + 3457.590087890625, + 3366.89990234375, + 3388.3798828125, + 3482.669921875, + 3435.52001953125, + 3439.830078125, + 3543.590087890625, + 3646.219970703125, + 3590.590087890625, + 3425.330078125, + 3469.550048828125, + 3443.43994140625, + 3530.070068359375, + 3456.580078125, + 3482.60009765625, + 3488.739990234375, + 3510.43994140625, + 3390.389892578125, + 3183.580078125, + 3140.18994140625, + 2851.530029296875, + 2840.169921875, + 2891.5400390625, + 2958.3701171875, + 3024.409912109375, + 2982.4599609375, + 3018.239990234375, + 3106.4599609375, + 3131.219970703125, + 3069.969970703125, + 3067.89990234375, + 3109.889892578125, + 3269.280029296875, + 3303.419921875, + 3323.080078125, + 3327.35009765625, + 3331.8798828125, + 3128.239990234375, + 3111.030029296875, + 3119.639892578125, + 3117.8798828125, + 3007.85009765625, + 3021.090087890625, + 3128.169921875, + 3128.1201171875, + 3109.659912109375, + 3008.719970703125, + 3112.9599609375, + 3199.56005859375, + 3040.39990234375, + 3027.409912109375, + 3071.39990234375, + 3205.419921875, + 3247.820068359375, + 3250.669921875, + 3220.9599609375, + 3173.6298828125, + 3243.239990234375, + 3045.97998046875, + 2886.989990234375, + 3084.75, + 3104.22998046875, + 3173.6201171875, + 3038.719970703125, + 3133.780029296875, + 3034.219970703125, + 2793.199951171875, + 2738.139892578125, + 2765.18994140625, + 2784.860107421875, + 2982.5400390625, + 2985.010009765625, + 3045.780029296875, + 3244.679931640625, + 3288.0, + 3361.590087890625, + 3361.1298828125, + 3388.139892578125, + 3401.5400390625, + 3481.969970703125, + 3344.419921875, + 3159.570068359375, + 3203.300048828125, + 3093.909912109375, + 3105.60009765625, + 3027.72998046875, + 3033.2900390625, + 3212.89990234375, + 3250.860107421875, + 3149.110107421875, + 3242.280029296875, + 3235.06005859375, + 3298.6298828125, + 3163.8798828125, + 3161.580078125, + 3053.510009765625, + 2807.949951171875, + 2868.239990234375, + 2813.550048828125, + 2897.14990234375, + 2813.89990234375, + 2944.449951171875, + 2936.4599609375, + 2982.52001953125, + 3045.7099609375, + 3181.070068359375, + 3231.139892578125, + 3219.6298828125, + 3290.570068359375, + 3193.699951171875, + 3197.2099609375, + 3279.830078125, + 3274.60009765625, + 3420.469970703125, + 3558.2099609375, + 3619.35009765625, + 3568.840087890625, + 3490.8701171875, + 3477.669921875, + 3466.81005859375, + 3308.090087890625, + 3250.85009765625, + 3324.760009765625, + 3392.330078125, + 3422.22998046875, + 3442.81005859375, + 3524.409912109375, + 3598.530029296875, + 3660.820068359375, + 3597.469970703125, + 3608.8798828125, + 3763.0400390625, + 3747.179931640625, + 3656.949951171875, + 3682.27001953125, + 3649.090087890625, + 3434.860107421875, + 3348.02001953125, + 3460.47998046875, + 3551.570068359375, + 3438.550048828125, + 3251.320068359375, + 3280.989990234375, + 3344.360107421875, + 3140.81005859375, + 3141.830078125, + 3284.8798828125, + 3280.929931640625, + 3380.989990234375, + 3270.550048828125, + 3362.56005859375, + 3407.159912109375, + 3399.43994140625, + 3438.280029296875, + 3475.840087890625, + 3557.239990234375, + 3646.580078125, + 3576.330078125, + 3592.580078125, + 3638.159912109375, + 3608.340087890625, + 3599.429931640625, + 3554.60009765625, + 3593.4599609375, + 3705.219970703125, + 3712.81005859375, + 3801.449951171875, + 4002.659912109375, + 4007.4599609375, + 3917.97998046875, + 3866.22998046875, + 3676.510009765625, + 3873.5400390625, + 3566.820068359375, + 3481.530029296875, + 3471.169921875, + 3539.14990234375, + 3599.330078125, + 3417.080078125, + 3505.570068359375, + 3626.60009765625, + 3681.840087890625, + 3850.85009765625, + 3854.989990234375, + 3806.469970703125, + 3714.31005859375, + 3761.43994140625, + 3687.3798828125, + 3541.18994140625, + 3487.4599609375, + 3558.43994140625, + 3583.47998046875, + 3452.679931640625, + 3356.93994140625, + 3476.43994140625, + 3604.989990234375, + 3534.0, + 3536.77001953125, + 3440.300048828125, + 3548.1298828125, + 3488.77001953125, + 3356.25, + 3195.989990234375, + 3391.110107421875, + 3435.7900390625, + 3366.580078125, + 3334.9599609375, + 3383.8701171875, + 3359.090087890625, + 3394.3798828125, + 3317.489990234375, + 3431.949951171875, + 3391.97998046875, + 3251.60009765625, + 3277.169921875, + 3235.409912109375, + 3338.89990234375, + 3344.0400390625, + 3270.85009765625, + 3332.77001953125, + 3430.8798828125, + 3349.75, + 3238.43994140625, + 3324.06005859375, + 3549.489990234375, + 3563.610107421875, + 3567.9599609375, + 3635.889892578125, + 3636.14990234375, + 3635.510009765625, + 3509.4599609375, + 3677.449951171875, + 3658.97998046875, + 3504.989990234375, + 3564.47998046875, + 3353.280029296875, + 3347.7900390625, + 3315.860107421875, + 3383.669921875, + 3516.550048828125, + 3657.830078125, + 3614.3701171875, + 3682.0, + 3645.639892578125, + 3598.159912109375, + 3567.0, + 3529.9599609375, + 3689.919921875, + 3637.8798828125, + 3634.909912109375, + 3693.239990234375, + 3675.449951171875, + 3696.840087890625, + 3548.3701171875, + 3536.679931640625, + 3622.050048828125, + 3637.39990234375, + 3518.9599609375, + 3616.469970703125, + 3651.0400390625, + 3772.22998046875, + 3627.2900390625, + 3622.6201171875, + 3671.7900390625, + 3736.010009765625, + 3682.469970703125, + 3563.340087890625, + 3582.35009765625, + 3625.830078125, + 3570.989990234375, + 3604.840087890625, + 3653.760009765625, + 3837.0400390625, + 3834.179931640625, + 3827.77001953125, + 3820.409912109375, + 3623.7900390625, + 3578.72998046875, + 3500.510009765625, + 3493.830078125, + 3637.489990234375, + 3633.639892578125, + 3664.8701171875, + 3648.929931640625, + 3411.800048828125, + 3323.659912109375, + 3185.530029296875, + 3178.830078125, + 3306.840087890625, + 3355.989990234375, + 3542.929931640625, + 3479.090087890625, + 3586.610107421875, + 3680.449951171875, + 3653.969970703125, + 3595.39990234375, + 3639.06005859375, + 3574.9599609375, + 3556.969970703125, + 3580.260009765625, + 3442.110107421875, + 3552.050048828125, + 3561.43994140625, + 3645.239990234375, + 3723.39990234375, + 3583.389892578125, + 3677.93994140625, + 3729.320068359375, + 3688.8701171875, + 3808.39990234375, + 3904.6201171875, + 3897.7099609375, + 3932.6201171875, + 3788.27001953125, + 3823.550048828125, + 3691.639892578125, + 3589.389892578125, + 3631.7900390625, + 3504.580078125, + 3536.47998046875, + 3460.419921875, + 3464.77001953125, + 3335.760009765625, + 3412.989990234375, + 3383.449951171875, + 3376.239990234375, + 3283.3798828125, + 3349.64990234375, + 3415.510009765625, + 3434.77001953125, + 3495.93994140625, + 3645.489990234375, + 3703.889892578125, + 3707.110107421875, + 3618.830078125, + 3495.409912109375, + 3471.52001953125, + 3428.5400390625, + 3489.27001953125, + 3555.409912109375, + 3589.72998046875, + 3683.679931640625, + 3636.830078125, + 3590.840087890625, + 3388.260009765625, + 3330.669921875, + 3446.7900390625, + 3477.7900390625, + 3586.239990234375, + 3605.889892578125, + 3701.60009765625, + 3778.800048828125, + 3639.530029296875, + 3543.14990234375, + 3561.06005859375, + 3562.760009765625, + 3591.7099609375, + 3634.389892578125, + 3711.909912109375, + 3730.3798828125, + 3754.239990234375, + 3727.080078125, + 3412.080078125, + 3454.510009765625, + 3294.2900390625, + 3282.800048828125, + 3266.8701171875, + 3393.06005859375, + 3470.06005859375, + 3363.3798828125, + 3599.4599609375, + 3539.10009765625, + 3603.7900390625, + 3573.889892578125, + 3696.02001953125, + 3583.27001953125, + 3309.8798828125, + 3377.820068359375, + 3308.1298828125, + 3277.0, + 3235.3701171875, + 3345.02001953125, + 3639.510009765625, + 3761.300048828125, + 3847.699951171875, + 3828.02001953125, + 3944.25, + 3785.610107421875, + 3645.449951171875, + 3675.449951171875, + 3679.919921875, + 3574.139892578125, + 3589.760009765625, + 3614.919921875, + 3649.35009765625, + 3641.81005859375, + 3553.919921875, + 3674.570068359375, + 3589.260009765625, + 3537.830078125, + 3429.3798828125, + 3541.1298828125, + 3611.679931640625, + 3527.800048828125, + 3613.64990234375, + 3687.300048828125, + 3782.510009765625, + 3587.39990234375, + 3607.530029296875, + 3497.820068359375, + 3582.77001953125, + 3540.570068359375, + 3554.25, + 3468.31005859375, + 3564.5400390625, + 3586.47998046875, + 3529.469970703125, + 3627.409912109375, + 3608.6298828125, + 3775.47998046875, + 3636.949951171875, + 3553.68994140625, + 3699.1201171875, + 3609.320068359375, + 3744.7900390625, + 3778.1201171875, + 3706.199951171875, + 3689.85009765625, + 3524.070068359375, + 3818.27001953125, + 3803.280029296875, + 3819.14990234375, + 3809.60009765625, + 3869.110107421875, + 3990.7900390625, + 3678.5, + 3653.43994140625, + 3591.06005859375, + 3643.820068359375, + 3568.8701171875, + 3773.6201171875, + 3964.85009765625, + 3983.18994140625, + 4036.27001953125, + 3930.22998046875, + 3989.429931640625, + 3866.77001953125, + 3761.8701171875, + 3664.800048828125, + 3709.06005859375, + 3715.300048828125, + 3715.199951171875, + 3469.360107421875, + 3470.929931640625, + 3463.43994140625, + 3579.330078125, + 3605.52001953125, + 3501.580078125, + 3657.14990234375, + 3777.780029296875, + 3759.3701171875, + 3563.050048828125, + 3596.469970703125, + 3653.469970703125, + 3585.260009765625, + 3643.050048828125, + 3836.77001953125, + 3976.510009765625, + 3965.6298828125, + 3889.75, + 4076.8798828125, + 3972.330078125, + 3638.639892578125, + 3666.6201171875, + 3603.409912109375, + 3591.72998046875, + 3806.5400390625, + 3755.64990234375, + 3843.5400390625, + 3855.469970703125, + 3810.0, + 3755.659912109375, + 3424.22998046875, + 3334.31005859375, + 3441.010009765625, + 3512.5, + 3732.699951171875, + 3664.25, + 3709.4599609375, + 3869.8701171875, + 3864.719970703125, + 3815.800048828125, + 3717.219970703125, + 3684.25, + 3724.6298828125, + 3715.760009765625, + 3823.139892578125, + 3712.449951171875, + 3937.219970703125, + 3949.830078125, + 3841.31005859375, + 3663.449951171875, + 3641.22998046875, + 3755.199951171875, + 3496.169921875, + 3524.780029296875, + 3629.35009765625, + 3905.8701171875, + 3949.64990234375, + 3884.280029296875, + 3892.47998046875, + 3938.179931640625, + 3689.85009765625, + 3723.14990234375, + 3695.449951171875, + 3639.739990234375, + 3730.010009765625, + 3712.929931640625, + 3895.389892578125, + 3727.030029296875, + 3578.280029296875, + 3608.6298828125, + 3569.090087890625, + 3461.1201171875, + 3551.9599609375, + 3723.889892578125, + 3597.1201171875, + 3615.219970703125, + 3642.469970703125, + 3814.909912109375, + 3730.159912109375, + 3938.2099609375, + 3960.699951171875, + 4133.64990234375, + 4073.169921875, + 3958.93994140625, + 4079.760009765625, + 3887.820068359375, + 3899.989990234375, + 3871.909912109375, + 3814.6298828125, + 3934.300048828125, + 3686.340087890625, + 3671.070068359375, + 3701.31005859375, + 3747.409912109375, + 3851.85009765625, + 3817.820068359375, + 3758.010009765625, + 3759.2099609375, + 3533.830078125, + 3593.81005859375, + 3583.199951171875, + 3594.14990234375, + 3646.0, + 3757.610107421875, + 3757.14990234375, + 3745.2099609375, + 3566.8701171875, + 3648.89990234375, + 3544.35009765625, + 3520.159912109375, + 3250.60009765625, + 3184.919921875, + 3039.06005859375, + 3117.030029296875, + 3041.330078125, + 3144.93994140625, + 3267.929931640625, + 3484.669921875, + 3533.919921875, + 3750.050048828125, + 3795.699951171875, + 3811.469970703125, + 3762.139892578125, + 3532.6298828125, + 3628.9599609375, + 3443.360107421875, + 3520.550048828125, + 3585.719970703125, + 3605.969970703125, + 3690.320068359375, + 3613.9599609375, + 3773.27001953125, + 3612.389892578125, + 3641.780029296875, + 3735.760009765625, + 3687.919921875, + 3595.780029296875, + 3552.760009765625, + 3689.760009765625, + 3732.81005859375, + 3514.280029296875, + 3608.409912109375, + 3638.7900390625, + 3678.860107421875, + 3591.889892578125, + 3582.139892578125, + 3700.179931640625, + 3742.0400390625, + 3810.590087890625, + 3895.840087890625, + 3833.3798828125, + 3698.02001953125, + 3594.27001953125, + 3650.31005859375, + 3631.919921875, + 3669.679931640625, + 3787.530029296875, + 3967.22998046875, + 3924.300048828125, + 3886.0400390625, + 3903.64990234375, + 3761.1298828125, + 3840.219970703125, + 3849.989990234375, + 3977.300048828125, + 3870.52001953125, + 3853.760009765625, + 4029.909912109375, + 3822.159912109375, + 3685.52001953125, + 3582.2099609375, + 3666.47998046875, + 3844.72998046875, + 3691.6298828125, + 3823.219970703125, + 3945.429931640625, + 3919.030029296875, + 3945.6298828125, + 3791.64990234375, + 3960.6201171875, + 4088.840087890625, + 4064.93994140625, + 4121.9599609375, + 4071.5400390625, + 4082.35009765625, + 3997.830078125, + 3901.949951171875, + 3938.679931640625, + 3814.81005859375, + 3848.699951171875, + 3989.64990234375, + 3996.860107421875, + 3835.110107421875, + 3765.64990234375, + 3759.590087890625, + 3892.179931640625, + 3699.580078125, + 3669.300048828125, + 3853.02001953125, + 3981.699951171875, + 4048.030029296875, + 3972.570068359375, + 4040.10009765625, + 4064.969970703125, + 4046.679931640625 + ], + "strengths": [ + -1071.272216796875, + -562.3358154296875, + -282.932373046875, + -193.81591796875, + -103.080810546875, + -185.17822265625, + -122.072021484375, + -78.860107421875, + -25.1201171875, + -125.260009765625, + -97.570068359375, + -52.5400390625, + 154.1298828125, + 129.419921875, + 203.7900390625, + 280.239990234375, + 324.5, + 430.699951171875, + 411.030029296875, + 331.93994140625, + 229.419921875, + 256.800048828125, + 232.68994140625, + 260.10986328125, + 269.260009765625, + 323.919921875, + 462.909912109375, + 462.429931640625, + 477.14990234375, + 542.300048828125, + 670.68994140625, + 708.889892578125, + 613.849853515625, + 576.4599609375, + 442.68994140625, + 598.679931640625, + 622.179931640625, + 433.889892578125, + 360.2099609375, + 428.919921875, + 348.9599609375, + 470.489990234375, + 420.14990234375, + 300.06005859375, + 391.60986328125, + 355.8798828125, + 448.0, + 405.7099609375, + 325.119873046875, + 407.010009765625, + 489.89990234375, + 671.969970703125, + 687.9599609375, + 726.419921875, + 796.179931640625, + 841.219970703125, + 964.0, + 962.68994140625, + 956.7099609375, + 817.10986328125, + 762.449951171875, + 896.58984375, + 863.0400390625, + 805.599853515625, + 851.550048828125, + 903.199951171875, + 915.139892578125, + 828.599853515625, + 636.419921875, + 525.909912109375, + 566.079833984375, + 667.489990234375, + 552.550048828125, + 489.489990234375, + 505.969970703125, + 584.010009765625, + 781.919921875, + 799.800048828125, + 750.97998046875, + 639.97998046875, + 631.050048828125, + 652.219970703125, + 754.18994140625, + 604.93994140625, + 752.72998046875, + 678.550048828125, + 711.5, + 884.68994140625, + 841.77001953125, + 905.349853515625, + 932.949951171875, + 906.449951171875, + 909.08984375, + 963.800048828125, + 993.329833984375, + 823.919921875, + 800.47998046875, + 647.659912109375, + 617.849853515625, + 577.75, + 478.280029296875, + 595.300048828125, + 511.139892578125, + 560.010009765625, + 521.429931640625, + 613.389892578125, + 664.070068359375, + 750.81005859375, + 657.9599609375, + 876.030029296875, + 896.849853515625, + 962.77001953125, + 1011.60986328125, + 873.85986328125, + 693.56005859375, + 784.159912109375, + 694.320068359375, + 726.699951171875, + 830.119873046875, + 815.2900390625, + 885.869873046875, + 867.949951171875, + 805.5400390625, + 785.43994140625, + 767.56005859375, + 630.72998046875, + 566.579833984375, + 653.31005859375, + 662.409912109375, + 613.780029296875, + 517.919921875, + 416.43994140625, + 500.43994140625, + 439.510009765625, + 450.300048828125, + 406.409912109375, + 545.679931640625, + 614.9599609375, + 747.070068359375, + 715.22998046875, + 791.010009765625, + 721.0400390625, + 737.419921875, + 598.050048828125, + 441.75, + 408.64990234375, + 254.06005859375, + 242.849853515625, + 194.949951171875, + 305.5400390625, + 450.429931640625, + 505.579833984375, + 627.02001953125, + 764.139892578125, + 776.349853515625, + 829.239990234375, + 789.2099609375, + 786.0, + 835.83984375, + 731.429931640625, + 582.949951171875, + 494.639892578125, + 463.89990234375, + 563.030029296875, + 510.5400390625, + 483.8798828125, + 448.9599609375, + 468.89990234375, + 507.409912109375, + 438.550048828125, + 295.409912109375, + 290.52001953125, + 545.83984375, + 680.60986328125, + 662.0, + 639.869873046875, + 712.52001953125, + 713.820068359375, + 566.25, + 495.159912109375, + 358.079833984375, + 596.33984375, + 520.8798828125, + 715.989990234375, + 745.780029296875, + 862.169921875, + 881.8798828125, + 932.27001953125, + 884.97998046875, + 1033.199951171875, + 1096.06005859375, + 1121.329833984375, + 1158.52001953125, + 1176.679931640625, + 1306.429931640625, + 1273.64990234375, + 1117.969970703125, + 1170.14990234375, + 1145.639892578125, + 1121.5400390625, + 1167.469970703125, + 1065.14990234375, + 918.329833984375, + 1013.280029296875, + 808.14990234375, + 782.169921875, + 673.030029296875, + 640.550048828125, + 549.81005859375, + 606.320068359375, + 580.97998046875, + 513.1298828125, + 480.7900390625, + 501.639892578125, + 672.4599609375, + 753.39990234375, + 795.619873046875, + 885.579833984375, + 858.56005859375, + 815.60986328125, + 904.949951171875, + 847.1298828125, + 873.68994140625, + 780.969970703125, + 815.43994140625, + 899.800048828125, + 972.27001953125, + 1020.550048828125, + 1008.0, + 977.780029296875, + 929.889892578125, + 1013.869873046875, + 870.489990234375, + 804.050048828125, + 637.159912109375, + 603.0400390625, + 836.93994140625, + 894.8798828125, + 865.760009765625, + 926.179931640625, + 1070.300048828125, + 1023.099853515625, + 1101.119873046875, + 691.050048828125, + 655.6298828125, + 608.18994140625, + 595.579833984375, + 649.0, + 693.219970703125, + 795.43994140625, + 897.010009765625, + 978.10986328125, + 975.619873046875, + 1117.5400390625, + 1117.6298828125, + 997.169921875, + 935.070068359375, + 1047.08984375, + 1206.8798828125, + 1252.2900390625, + 1072.909912109375, + 1144.030029296875, + 1291.989990234375, + 1415.849853515625, + 1381.139892578125, + 1203.409912109375, + 1250.5, + 1392.099853515625, + 1330.679931640625, + 1210.08984375, + 1097.989990234375, + 996.35986328125, + 1053.699951171875, + 973.739990234375, + 855.6298828125, + 872.18994140625, + 962.579833984375, + 994.159912109375, + 1086.079833984375, + 1070.22998046875, + 1068.079833984375, + 1027.780029296875, + 907.47998046875, + 968.39990234375, + 858.429931640625, + 820.06005859375, + 801.18994140625, + 700.119873046875, + 893.35986328125, + 996.64990234375, + 847.669921875, + 906.699951171875, + 827.699951171875, + 853.89990234375, + 854.179931640625, + 839.030029296875, + 749.969970703125, + 696.570068359375, + 699.780029296875, + 662.599853515625, + 554.619873046875, + 317.6298828125, + 308.64990234375, + 363.989990234375, + 405.169921875, + 565.139892578125, + 782.08984375, + 885.8798828125, + 892.7900390625, + 1052.10986328125, + 1121.81005859375, + 1134.5, + 1064.949951171875, + 876.800048828125, + 861.659912109375, + 720.010009765625, + 718.85986328125, + 678.5400390625, + 739.77001953125, + 796.510009765625, + 747.510009765625, + 954.639892578125, + 1011.010009765625, + 1077.169921875, + 1070.800048828125, + 942.1298828125, + 1050.159912109375, + 1091.43994140625, + 1119.699951171875, + 1146.909912109375, + 1399.10986328125, + 1347.800048828125, + 1388.929931640625, + 1447.6298828125, + 1411.829833984375, + 1426.780029296875, + 1306.639892578125, + 1200.530029296875, + 1257.35986328125, + 1220.159912109375, + 1317.3798828125, + 1175.030029296875, + 1173.280029296875, + 1151.5400390625, + 1060.849853515625, + 1082.329833984375, + 1176.619873046875, + 1129.469970703125, + 1133.780029296875, + 1237.5400390625, + 1340.169921875, + 1284.5400390625, + 1119.280029296875, + 1163.5, + 1137.389892578125, + 1224.02001953125, + 1150.530029296875, + 1176.550048828125, + 1182.68994140625, + 1204.389892578125, + 1084.33984375, + 877.530029296875, + 834.139892578125, + 545.47998046875, + 534.119873046875, + 585.489990234375, + 652.320068359375, + 718.35986328125, + 676.409912109375, + 712.18994140625, + 800.409912109375, + 825.169921875, + 763.919921875, + 761.849853515625, + 803.83984375, + 963.22998046875, + 997.369873046875, + 1017.030029296875, + 1021.300048828125, + 1025.829833984375, + 822.18994140625, + 804.97998046875, + 813.58984375, + 811.829833984375, + 701.800048828125, + 715.0400390625, + 822.119873046875, + 822.070068359375, + 803.60986328125, + 702.669921875, + 806.909912109375, + 893.510009765625, + 734.349853515625, + 721.35986328125, + 765.349853515625, + 899.369873046875, + 941.77001953125, + 944.619873046875, + 914.909912109375, + 867.579833984375, + 937.18994140625, + 739.929931640625, + 580.93994140625, + 778.699951171875, + 798.179931640625, + 867.570068359375, + 732.669921875, + 827.72998046875, + 728.169921875, + 487.14990234375, + 432.08984375, + 459.139892578125, + 478.81005859375, + 676.489990234375, + 678.9599609375, + 739.72998046875, + 938.6298828125, + 981.949951171875, + 1055.5400390625, + 1055.079833984375, + 1082.08984375, + 1095.489990234375, + 1175.919921875, + 1038.369873046875, + 853.52001953125, + 897.25, + 787.85986328125, + 799.550048828125, + 721.679931640625, + 727.239990234375, + 906.849853515625, + 944.81005859375, + 843.06005859375, + 936.22998046875, + 929.010009765625, + 992.579833984375, + 857.829833984375, + 855.530029296875, + 747.4599609375, + 501.89990234375, + 562.18994140625, + 507.5, + 591.099853515625, + 507.849853515625, + 638.39990234375, + 630.409912109375, + 676.469970703125, + 739.659912109375, + 875.02001953125, + 925.08984375, + 913.579833984375, + 984.52001953125, + 887.64990234375, + 891.159912109375, + 973.780029296875, + 968.550048828125, + 1114.419921875, + 1252.159912109375, + 1313.300048828125, + 1262.7900390625, + 1184.820068359375, + 1171.619873046875, + 1160.760009765625, + 1002.0400390625, + 944.800048828125, + 1018.7099609375, + 1086.280029296875, + 1116.179931640625, + 1136.760009765625, + 1218.35986328125, + 1292.47998046875, + 1354.77001953125, + 1291.419921875, + 1302.829833984375, + 1456.989990234375, + 1441.1298828125, + 1350.89990234375, + 1376.219970703125, + 1343.0400390625, + 1128.81005859375, + 1041.969970703125, + 1154.429931640625, + 1245.52001953125, + 1132.5, + 945.27001953125, + 974.93994140625, + 1038.31005859375, + 834.760009765625, + 835.780029296875, + 978.829833984375, + 974.8798828125, + 1074.93994140625, + 964.5, + 1056.510009765625, + 1101.10986328125, + 1093.389892578125, + 1132.22998046875, + 1169.7900390625, + 1251.18994140625, + 1340.530029296875, + 1270.280029296875, + 1286.530029296875, + 1332.10986328125, + 1302.2900390625, + 1293.3798828125, + 1248.550048828125, + 1287.409912109375, + 1399.169921875, + 1406.760009765625, + 1495.39990234375, + 1696.60986328125, + 1701.409912109375, + 1611.929931640625, + 1560.179931640625, + 1370.4599609375, + 1567.489990234375, + 1260.77001953125, + 1175.47998046875, + 1165.119873046875, + 1233.099853515625, + 1293.280029296875, + 1111.030029296875, + 1199.52001953125, + 1320.550048828125, + 1375.7900390625, + 1544.800048828125, + 1548.93994140625, + 1500.419921875, + 1408.260009765625, + 1455.389892578125, + 1381.329833984375, + 1235.139892578125, + 1181.409912109375, + 1252.389892578125, + 1277.429931640625, + 1146.6298828125, + 1050.889892578125, + 1170.389892578125, + 1298.93994140625, + 1227.949951171875, + 1230.719970703125, + 1134.25, + 1242.079833984375, + 1182.719970703125, + 1050.199951171875, + 889.93994140625, + 1085.06005859375, + 1129.739990234375, + 1060.530029296875, + 1028.909912109375, + 1077.820068359375, + 1053.0400390625, + 1088.329833984375, + 1011.43994140625, + 1125.89990234375, + 1085.929931640625, + 945.550048828125, + 971.119873046875, + 929.35986328125, + 1032.849853515625, + 1037.989990234375, + 964.800048828125, + 1026.719970703125, + 1124.829833984375, + 1043.699951171875, + 932.389892578125, + 1018.010009765625, + 1243.43994140625, + 1257.56005859375, + 1261.909912109375, + 1329.83984375, + 1330.099853515625, + 1329.4599609375, + 1203.409912109375, + 1371.39990234375, + 1352.929931640625, + 1198.93994140625, + 1258.429931640625, + 1047.22998046875, + 1041.739990234375, + 1009.81005859375, + 1077.619873046875, + 1210.5, + 1351.780029296875, + 1308.320068359375, + 1375.949951171875, + 1339.58984375, + 1292.10986328125, + 1260.949951171875, + 1223.909912109375, + 1383.869873046875, + 1331.829833984375, + 1328.85986328125, + 1387.18994140625, + 1369.39990234375, + 1390.7900390625, + 1242.320068359375, + 1230.6298828125, + 1316.0, + 1331.349853515625, + 1212.909912109375, + 1310.419921875, + 1344.989990234375, + 1466.179931640625, + 1321.239990234375, + 1316.570068359375, + 1365.739990234375, + 1429.9599609375, + 1376.419921875, + 1257.2900390625, + 1276.300048828125, + 1319.780029296875, + 1264.93994140625, + 1298.7900390625, + 1347.7099609375, + 1530.989990234375, + 1528.1298828125, + 1521.719970703125, + 1514.35986328125, + 1317.739990234375, + 1272.679931640625, + 1194.4599609375, + 1187.780029296875, + 1331.43994140625, + 1327.58984375, + 1358.820068359375, + 1342.8798828125, + 1105.75, + 1017.60986328125, + 879.47998046875, + 872.780029296875, + 1000.7900390625, + 1049.93994140625, + 1236.8798828125, + 1173.0400390625, + 1280.56005859375, + 1374.39990234375, + 1347.919921875, + 1289.349853515625, + 1333.010009765625, + 1268.909912109375, + 1250.919921875, + 1274.2099609375, + 1136.06005859375, + 1246.0, + 1255.389892578125, + 1339.18994140625, + 1417.349853515625, + 1277.33984375, + 1371.889892578125, + 1423.27001953125, + 1382.820068359375, + 1502.349853515625, + 1598.570068359375, + 1591.659912109375, + 1626.570068359375, + 1482.219970703125, + 1517.5, + 1385.58984375, + 1283.33984375, + 1325.739990234375, + 1198.530029296875, + 1230.429931640625, + 1154.369873046875, + 1158.719970703125, + 1029.7099609375, + 1106.93994140625, + 1077.39990234375, + 1070.18994140625, + 977.329833984375, + 1043.599853515625, + 1109.4599609375, + 1128.719970703125, + 1189.889892578125, + 1339.43994140625, + 1397.83984375, + 1401.06005859375, + 1312.780029296875, + 1189.35986328125, + 1165.469970703125, + 1122.489990234375, + 1183.219970703125, + 1249.35986328125, + 1283.679931640625, + 1377.6298828125, + 1330.780029296875, + 1284.7900390625, + 1082.2099609375, + 1024.619873046875, + 1140.739990234375, + 1171.739990234375, + 1280.18994140625, + 1299.83984375, + 1395.550048828125, + 1472.75, + 1333.47998046875, + 1237.099853515625, + 1255.010009765625, + 1256.7099609375, + 1285.659912109375, + 1328.33984375, + 1405.85986328125, + 1424.329833984375, + 1448.18994140625, + 1421.030029296875, + 1106.030029296875, + 1148.4599609375, + 988.239990234375, + 976.75, + 960.820068359375, + 1087.010009765625, + 1164.010009765625, + 1057.329833984375, + 1293.409912109375, + 1233.050048828125, + 1297.739990234375, + 1267.83984375, + 1389.969970703125, + 1277.219970703125, + 1003.829833984375, + 1071.77001953125, + 1002.079833984375, + 970.949951171875, + 929.320068359375, + 1038.969970703125, + 1333.4599609375, + 1455.25, + 1541.64990234375, + 1521.969970703125, + 1638.199951171875, + 1479.56005859375, + 1339.39990234375, + 1369.39990234375, + 1373.869873046875, + 1268.08984375, + 1283.7099609375, + 1308.869873046875, + 1343.300048828125, + 1335.760009765625, + 1247.869873046875, + 1368.52001953125, + 1283.2099609375, + 1231.780029296875, + 1123.329833984375, + 1235.079833984375, + 1305.6298828125, + 1221.75, + 1307.599853515625, + 1381.25, + 1476.4599609375, + 1281.349853515625, + 1301.47998046875, + 1191.77001953125, + 1276.719970703125, + 1234.52001953125, + 1248.199951171875, + 1162.260009765625, + 1258.489990234375, + 1280.429931640625, + 1223.419921875, + 1321.35986328125, + 1302.579833984375, + 1469.429931640625, + 1330.89990234375, + 1247.639892578125, + 1393.070068359375, + 1303.27001953125, + 1438.739990234375, + 1472.070068359375, + 1400.14990234375, + 1383.800048828125, + 1218.02001953125, + 1512.219970703125, + 1497.22998046875, + 1513.099853515625, + 1503.550048828125, + 1563.06005859375, + 1684.739990234375, + 1372.449951171875, + 1347.389892578125, + 1285.010009765625, + 1337.77001953125, + 1262.820068359375, + 1467.570068359375, + 1658.800048828125, + 1677.139892578125, + 1730.219970703125, + 1624.179931640625, + 1683.3798828125, + 1560.719970703125, + 1455.820068359375, + 1358.75, + 1403.010009765625, + 1409.25, + 1409.14990234375, + 1163.31005859375, + 1164.8798828125, + 1157.389892578125, + 1273.280029296875, + 1299.469970703125, + 1195.530029296875, + 1351.099853515625, + 1471.72998046875, + 1453.320068359375, + 1257.0, + 1290.419921875, + 1347.419921875, + 1279.2099609375, + 1337.0, + 1530.719970703125, + 1670.4599609375, + 1659.579833984375, + 1583.699951171875, + 1770.829833984375, + 1666.280029296875, + 1332.58984375, + 1360.570068359375, + 1297.35986328125, + 1285.679931640625, + 1500.489990234375, + 1449.599853515625, + 1537.489990234375, + 1549.419921875, + 1503.949951171875, + 1449.60986328125, + 1118.179931640625, + 1028.260009765625, + 1134.9599609375, + 1206.449951171875, + 1426.64990234375, + 1358.199951171875, + 1403.409912109375, + 1563.820068359375, + 1558.669921875, + 1509.75, + 1411.169921875, + 1378.199951171875, + 1418.579833984375, + 1409.7099609375, + 1517.08984375, + 1406.39990234375, + 1631.169921875, + 1643.780029296875, + 1535.260009765625, + 1357.39990234375, + 1335.179931640625, + 1449.14990234375, + 1190.119873046875, + 1218.72998046875, + 1323.300048828125, + 1599.820068359375, + 1643.599853515625, + 1578.22998046875, + 1586.429931640625, + 1632.1298828125, + 1383.800048828125, + 1417.099853515625, + 1389.39990234375, + 1333.68994140625, + 1423.9599609375, + 1406.8798828125, + 1589.33984375, + 1420.97998046875, + 1272.22998046875, + 1302.579833984375, + 1263.0400390625, + 1155.070068359375, + 1245.909912109375, + 1417.83984375, + 1291.070068359375, + 1309.169921875, + 1336.419921875, + 1508.85986328125, + 1424.10986328125, + 1632.159912109375, + 1654.64990234375, + 1827.599853515625, + 1767.119873046875, + 1652.889892578125, + 1773.7099609375, + 1581.77001953125, + 1593.93994140625, + 1565.85986328125, + 1508.579833984375, + 1628.25, + 1380.2900390625, + 1365.02001953125, + 1395.260009765625, + 1441.35986328125, + 1545.800048828125, + 1511.77001953125, + 1451.9599609375, + 1453.159912109375, + 1227.780029296875, + 1287.760009765625, + 1277.14990234375, + 1288.099853515625, + 1339.949951171875, + 1451.56005859375, + 1451.099853515625, + 1439.159912109375, + 1260.820068359375, + 1342.849853515625, + 1238.300048828125, + 1214.10986328125, + 944.550048828125, + 878.869873046875, + 733.010009765625, + 810.97998046875, + 735.280029296875, + 838.889892578125, + 961.8798828125, + 1178.619873046875, + 1227.869873046875, + 1444.0, + 1489.64990234375, + 1505.419921875, + 1456.08984375, + 1226.579833984375, + 1322.909912109375, + 1137.31005859375, + 1214.5, + 1279.669921875, + 1299.919921875, + 1384.27001953125, + 1307.909912109375, + 1467.219970703125, + 1306.33984375, + 1335.72998046875, + 1429.7099609375, + 1381.869873046875, + 1289.72998046875, + 1246.7099609375, + 1383.7099609375, + 1426.760009765625, + 1208.22998046875, + 1302.35986328125, + 1332.739990234375, + 1372.81005859375, + 1285.83984375, + 1276.08984375, + 1394.1298828125, + 1435.989990234375, + 1504.5400390625, + 1589.7900390625, + 1527.329833984375, + 1391.969970703125, + 1288.219970703125, + 1344.260009765625, + 1325.869873046875, + 1363.6298828125, + 1481.47998046875, + 1661.179931640625, + 1618.25, + 1579.989990234375, + 1597.599853515625, + 1455.079833984375, + 1534.169921875, + 1543.93994140625, + 1671.25, + 1564.469970703125, + 1547.7099609375, + 1723.85986328125, + 1516.10986328125, + 1379.469970703125, + 1276.159912109375, + 1360.429931640625, + 1538.679931640625, + 1385.579833984375, + 1517.169921875, + 1639.3798828125, + 1612.97998046875, + 1639.579833984375, + 1485.599853515625, + 1654.570068359375, + 1782.7900390625, + 1758.889892578125, + 1815.909912109375, + 1765.489990234375, + 1776.300048828125, + 1691.780029296875, + 1595.89990234375, + 1632.6298828125, + 1508.760009765625, + 1542.64990234375, + 1683.599853515625, + 1690.81005859375, + 1529.06005859375, + 1459.599853515625, + 1453.5400390625, + 1586.1298828125, + 1393.530029296875, + 1363.25, + 1546.969970703125, + 1675.64990234375, + 1741.97998046875, + 1666.52001953125, + 1734.050048828125, + 1758.919921875, + 1740.6298828125 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 8.278853056253865e-05, + 7.548763096565381e-05, + 7.085082324920222e-05, + 6.848267366876826e-05, + 6.448236672440544e-05, + 6.20514401816763e-05, + 6.054824552848004e-05, + 6.00750936428085e-05, + 5.779416096629575e-05, + 5.612533641397022e-05, + 5.5259490181924775e-05, + 5.792947195004672e-05, + 6.044154361006804e-05, + 6.498367292806506e-05, + 7.27022415958345e-05, + 8.469536260236055e-05, + 0.00010944417590508237, + 0.00015376241935882717, + 0.00023161375429481268, + 0.00036016013473272324, + 0.0009769159369170666, + -0.0016974154859781265, + -0.00041352337575517595, + -0.0002304226072737947, + -0.00014951486082281917, + -9.888286149362102e-05, + -7.345530320890248e-05, + -5.777657133876346e-05, + -4.628044553101063e-05, + -3.69363151548896e-05, + -3.0273438824224286e-05, + -2.6080873794853687e-05, + -2.301259883097373e-05, + -2.106998181261588e-05, + -1.8871449356083758e-05, + -1.698517553450074e-05, + -1.585782774782274e-05, + -1.5018944395706058e-05, + -1.4117867067398038e-05, + -1.3452856364892796e-05, + -1.2639451597351581e-05, + -1.1983046533714514e-05, + -1.155003974417923e-05, + -1.1024906598322559e-05, + -1.0582872164377477e-05, + -1.0068680239783134e-05, + -9.639221389079466e-06, + -9.317546755482908e-06, + -8.940352017816622e-06, + -8.519911716575734e-06, + -7.995209671207704e-06, + -7.5117482083442155e-06, + -7.051799002510961e-06, + -6.598652362299617e-06, + -6.169260814203881e-06, + -5.730014891014434e-06, + -5.3390031098388135e-06, + -4.990494289813796e-06, + -4.720219749287935e-06, + -4.488093054533238e-06, + -4.237002485751873e-06, + -4.0150612221623305e-06, + -3.823482529696776e-06, + -3.6356254895508755e-06, + -3.4510792374931043e-06, + -3.2779005323391175e-06, + -3.1319177651312202e-06, + -3.026239028258715e-06, + -2.9429081678244984e-06, + -2.8570245831360808e-06, + -2.760456936812261e-06, + -2.684131231944775e-06, + -2.6191328288405202e-06, + -2.554405682531069e-06, + -2.4826078970363596e-06, + -2.390962890785886e-06, + -2.3021098058961798e-06, + -2.222866896772757e-06, + -2.1583568923233543e-06, + -2.0973291157133644e-06, + -2.0367938304843847e-06, + -1.9697956759046065e-06, + -1.9182591586286435e-06, + -1.8567108099887264e-06, + -1.8035300399787957e-06, + -1.7499847899671295e-06, + -1.6863423297763802e-06, + -1.6286019217659486e-06, + -1.5693614159317804e-06, + -1.5112029814190464e-06, + -1.457322127862426e-06, + -1.4057213775231503e-06, + -1.3535047855839366e-06, + -1.3021887070863158e-06, + -1.261446868738858e-06, + -1.223376330017345e-06, + -1.193626530948677e-06, + -1.1661009011731949e-06, + -1.141093207479571e-06, + -1.120917545449629e-06, + -1.0964459988827002e-06, + -1.0759786164271645e-06, + -1.0541148185438942e-06, + -1.034265551425051e-06, + -1.0115159057022538e-06, + -9.875777777779149e-07, + -9.613312386136386e-07, + -9.390163313582889e-07, + -9.102452622755663e-07, + -8.818323067316669e-07, + -8.524399959242146e-07, + -8.227227681345539e-07, + -7.979716087902489e-07, + -7.789215601405886e-07, + -7.579961902592913e-07, + -7.399909236482927e-07, + -7.21655283086875e-07, + -7.013144909251423e-07, + -6.819346367592516e-07, + -6.615176175728266e-07, + -6.421313401006046e-07, + -6.246676207410928e-07, + -6.081144761083124e-07, + -5.92376011354645e-07, + -5.79761945118662e-07, + -5.686756594514009e-07, + -5.561703915191174e-07, + -5.437817094389175e-07, + -5.325574647940812e-07, + -5.232765261098393e-07, + -5.159430429557688e-07, + -5.072795943306119e-07, + -4.998015015189594e-07, + -4.922653715766501e-07, + -4.85571604258439e-07, + -4.767370285208017e-07, + -4.669764166465029e-07, + -4.553812402718904e-07, + -4.44538272859063e-07, + -4.3282963702040433e-07, + -4.2240756670253177e-07, + -4.1199029965355294e-07, + -4.0371918430537335e-07, + -3.977149845013628e-07, + -3.922429812064365e-07, + -3.888833646215062e-07, + -3.8570536275983613e-07, + -3.8317870121318265e-07, + -3.792596885432431e-07, + -3.735594589215907e-07, + -3.672617765460018e-07, + -3.5958973398919625e-07, + -3.50432912910037e-07, + -3.4133671533709276e-07, + -3.318426422538323e-07, + -3.23012955050217e-07, + -3.1441396686204826e-07, + -3.0547556661986164e-07, + -2.9782387400700827e-07, + -2.918402515206253e-07, + -2.868449371362658e-07, + -2.8222910941622104e-07, + -2.7671325142364367e-07, + -2.7179086714568257e-07, + -2.671951335742051e-07, + -2.6299156274944835e-07, + -2.586626521861035e-07, + -2.5404625603187014e-07, + -2.501127767118305e-07, + -2.4749459726081113e-07, + -2.4494616468473396e-07, + -2.402195491413295e-07, + -2.3442503049864172e-07, + -2.2889001627390826e-07, + -2.2363323637364374e-07, + -2.178839935140786e-07, + -2.1223074497811467e-07, + -2.0782212573067227e-07, + -2.0402356426529877e-07, + -2.013110673715346e-07, + -1.9685465701968496e-07, + -1.9302068210436119e-07, + -1.8783559596613486e-07, + -1.8253322764394397e-07, + -1.7652301664838888e-07, + -1.705026448917124e-07, + -1.6427333093815832e-07, + -1.5848488033043395e-07, + -1.5187491442247847e-07, + -1.450288209525752e-07, + -1.3819500566114584e-07, + -1.3130863862897968e-07, + -1.2448886366200895e-07, + -1.1711420455640109e-07, + -1.1011623968215645e-07, + -1.041261796785875e-07, + -9.800547928762171e-08, + -9.215570173637389e-08, + -8.656207484136758e-08, + -8.087475578122394e-08, + -7.580334937529187e-08, + -7.152052461378844e-08, + -6.688905074270224e-08, + -6.326519752519744e-08, + -5.981752337902435e-08, + -5.689802407005118e-08, + -5.4160263829317046e-08, + -5.184247697798128e-08, + -4.932062580564889e-08, + -4.6936953879139764e-08, + -4.4858602166186756e-08, + -4.293458033544084e-08, + -4.0950940416450976e-08, + -3.83271618886738e-08, + -3.543214077694756e-08, + -3.242390178570531e-08, + -2.9132287693300896e-08, + -2.5996477859280276e-08, + -2.3067460830361597e-08, + -1.9872928191944084e-08, + -1.6933890734094348e-08, + -1.3953872723959648e-08, + -1.1333622040865521e-08, + -8.64108340437042e-09, + -5.719410278715031e-09, + -2.618214534066965e-09, + 5.769541511213561e-10, + 3.674124560149039e-09, + 6.623705139929825e-09, + 9.379450105484466e-09, + 1.233069291117772e-08, + 1.4820761506939562e-08, + 1.7084428094449322e-08, + 1.8852801986213308e-08, + 2.0505073194954093e-08, + 2.2765920704159726e-08, + 2.514466856951003e-08, + 2.7408940894702027e-08, + 2.979187030405228e-08, + 3.2497371904582906e-08, + 3.503683032590743e-08, + 3.7720241152783274e-08, + 3.937736181569562e-08, + 4.092892069706977e-08, + 4.235013406628241e-08, + 4.372497031113198e-08, + 4.5204576082369385e-08, + 4.6764519368025503e-08, + 4.852971713376064e-08, + 5.04903319153982e-08, + 5.2593719601645716e-08, + 5.465700780860061e-08, + 5.6979452267569286e-08, + 5.9259978257841794e-08, + 6.125942064727496e-08, + 6.310399669473554e-08, + 6.513563022281232e-08, + 6.743523783825367e-08, + 6.977583666412102e-08, + 7.174460137093774e-08, + 7.380706534831916e-08, + 7.60926965881481e-08, + 7.85469254083182e-08, + 8.089172354175389e-08, + 8.289535458061437e-08, + 8.493889680494249e-08, + 8.716959598586982e-08, + 8.925963612682608e-08, + 9.112466159422183e-08, + 9.27874594935929e-08, + 9.427189695543348e-08, + 9.581675186609573e-08, + 9.722188565319811e-08, + 9.84384698199392e-08, + 9.966111491621632e-08, + 1.0099073222136212e-07, + 1.023430442614881e-07, + 1.0379701365081928e-07, + 1.0520657411916545e-07, + 1.065907326847082e-07, + 1.0790164139962144e-07, + 1.0904182090598624e-07, + 1.1024077650745312e-07, + 1.1128835097906631e-07, + 1.122755435289946e-07, + 1.1322725157469904e-07, + 1.1404839739270756e-07, + 1.1508249286862338e-07, + 1.1621942519468575e-07, + 1.1717261827470793e-07, + 1.1817813572179148e-07, + 1.1908349506484228e-07, + 1.2000499793884956e-07, + 1.2091436474293005e-07, + 1.2179562247638387e-07, + 1.2257319781383558e-07, + 1.2328659693139343e-07, + 1.2399472382185195e-07, + 1.2465733334465767e-07, + 1.252058154932456e-07, + 1.2551697636808967e-07, + 1.2581681119172572e-07, + 1.261674356101139e-07, + 1.2655421244289755e-07, + 1.27088398471642e-07, + 1.2781902114511468e-07, + 1.286357758090162e-07, + 1.2944768457145983e-07, + 1.3039075952292478e-07, + 1.313808297709329e-07, + 1.3236636675628688e-07, + 1.3327719727840304e-07, + 1.3401641751897841e-07, + 1.347331988199585e-07, + 1.3532458353893162e-07, + 1.359079817575548e-07, + 1.3645215801716404e-07, + 1.370384268284397e-07, + 1.376618428139409e-07, + 1.38239656166661e-07, + 1.3896793404910568e-07, + 1.3972825740893313e-07, + 1.4052638164230302e-07, + 1.4130790759736556e-07, + 1.4198565168044297e-07, + 1.4273032888922899e-07, + 1.434927554555543e-07, + 1.442630548353918e-07, + 1.4503993384096248e-07, + 1.4597196695831371e-07, + 1.4685426208416175e-07, + 1.4774776957438007e-07, + 1.4866262176838063e-07, + 1.4953904781123128e-07, + 1.504091784454431e-07, + 1.5119240970307146e-07, + 1.519003660632734e-07, + 1.52629993976916e-07, + 1.533266953401835e-07, + 1.540666829669135e-07, + 1.5471610481654352e-07, + 1.5535452746462397e-07, + 1.5597147751122975e-07, + 1.565313851870087e-07, + 1.5709424872056843e-07, + 1.5769691685818543e-07, + 1.5826660160200845e-07, + 1.5882983461779077e-07, + 1.5943508913096593e-07, + 1.600798924528135e-07, + 1.6068774755240156e-07, + 1.6120917223361175e-07, + 1.6174296035842417e-07, + 1.622568532866353e-07, + 1.6280135639590299e-07, + 1.6330525909324933e-07, + 1.6381265766085562e-07, + 1.6431485505563614e-07, + 1.6481834563819575e-07, + 1.652647654282191e-07, + 1.656210031342198e-07, + 1.659551998045572e-07, + 1.661711479528094e-07, + 1.6638030331250775e-07, + 1.666070517103435e-07, + 1.668568074819632e-07, + 1.6712854744582728e-07, + 1.6738135855121072e-07, + 1.6764434462857025e-07, + 1.6793620716271107e-07, + 1.6823324244796822e-07, + 1.6850471240559273e-07, + 1.687720327936404e-07, + 1.6905049449178478e-07, + 1.6937968894126243e-07, + 1.697157188118581e-07, + 1.700534681958743e-07, + 1.7038772170963057e-07, + 1.7071859303996462e-07, + 1.709801296101432e-07, + 1.7123284123954363e-07, + 1.7148489916962717e-07, + 1.717331059580829e-07, + 1.719449329584677e-07, + 1.721580673574863e-07, + 1.7239996452644846e-07, + 1.7263862162053556e-07, + 1.728688090452124e-07, + 1.7306750521584036e-07, + 1.732927330522216e-07, + 1.7353873715819645e-07, + 1.7373821492583374e-07, + 1.7393165308021707e-07, + 1.7413421460332756e-07, + 1.7436902055578685e-07, + 1.7461140089380933e-07, + 1.7485102432601707e-07, + 1.7507977645436767e-07, + 1.7529363560697675e-07, + 1.7552137876464258e-07, + 1.7569868759892415e-07, + 1.7583613498572959e-07, + 1.7601800550437474e-07, + 1.7620186554268003e-07, + 1.7639892746501573e-07, + 1.7656306283697631e-07, + 1.7674595653716096e-07, + 1.769046349409109e-07, + 1.7700945420529024e-07, + 1.771013131701693e-07, + 1.771977906628308e-07, + 1.7729719559156365e-07, + 1.7743585090101988e-07, + 1.7757315617927816e-07, + 1.7772072169464082e-07, + 1.7790524964311771e-07, + 1.7809536245749769e-07, + 1.7829650289513665e-07, + 1.784943464144817e-07, + 1.7869399471237557e-07, + 1.7889280456984125e-07, + 1.7910268468313006e-07, + 1.7928493889485253e-07, + 1.7943240493423218e-07, + 1.795850721464376e-07, + 1.7971710519759654e-07, + 1.7984910982704605e-07, + 1.7996650569784833e-07, + 1.8008306312822242e-07, + 1.8022622327862337e-07, + 1.8037299298612197e-07, + 1.8050189964924357e-07, + 1.8064277185203537e-07, + 1.807803045039691e-07, + 1.809248288964227e-07, + 1.8104768173543562e-07, + 1.811682608376941e-07, + 1.8127194323369622e-07, + 1.813405390294065e-07, + 1.814162686741838e-07, + 1.8148362812553387e-07, + 1.81560963596894e-07, + 1.8162643300456693e-07, + 1.8170747750900773e-07, + 1.8178629090925824e-07, + 1.818695523070346e-07, + 1.819591091134498e-07, + 1.8206327467851224e-07, + 1.8217150454802322e-07, + 1.8227649434265913e-07, + 1.8238763743738673e-07, + 1.824860476062895e-07, + 1.8258309353313962e-07, + 1.826872164656379e-07, + 1.8278885249856103e-07, + 1.8290359093953157e-07, + 1.8302992543794971e-07, + 1.8315969896320894e-07, + 1.8328186968119553e-07, + 1.8339413543344563e-07, + 1.8350286268287164e-07, + 1.83608378279132e-07, + 1.8369760823588877e-07, + 1.8378005961494637e-07, + 1.8386718636520527e-07, + 1.8395815004623728e-07, + 1.8404965373974846e-07, + 1.8414085900531063e-07, + 1.8423644121412508e-07, + 1.8433556192576361e-07, + 1.8443704163928487e-07, + 1.8453151540143153e-07, + 1.846245822889614e-07, + 1.8472614726761094e-07, + 1.8482413111087226e-07, + 1.8491368791728746e-07, + 1.8500267628951406e-07, + 1.8508733035105251e-07, + 1.8515672195462685e-07, + 1.852192070828096e-07, + 1.8528672285356151e-07, + 1.8535772028371866e-07, + 1.8542058910497872e-07, + 1.8547173397109873e-07, + 1.8552316305431304e-07, + 1.8557651060291391e-07, + 1.856182763049219e-07, + 1.8565901882539038e-07, + 1.8570543147689023e-07, + 1.8575040883206384e-07, + 1.8579858362954838e-07, + 1.858405767052318e-07, + 1.8588524142160168e-07, + 1.8593037509617716e-07, + 1.8597383188989625e-07, + 1.8601743079216249e-07, + 1.8606098706186458e-07, + 1.861060638930212e-07, + 1.8615268970734178e-07, + 1.8619530806063267e-07, + 1.8623691744323878e-07, + 1.8627841313900717e-07, + 1.8631747877861926e-07, + 1.8635475385053724e-07, + 1.863893004383499e-07, + 1.8642350596564938e-07, + 1.8645908994585625e-07, + 1.8649330968401046e-07, + 1.865280410129344e-07, + 1.8656555766938254e-07, + 1.8660129796899128e-07, + 1.8663342871150235e-07, + 1.8666287360247225e-07, + 1.8668734469429182e-07, + 1.8671373425149795e-07, + 1.867337005023728e-07, + 1.8675119406452723e-07, + 1.8676739443890256e-07, + 1.8678339586131187e-07, + 1.8679895674722502e-07, + 1.8681130597997253e-07, + 1.868235273150276e-07, + 1.8683579128264682e-07, + 1.8684734470753028e-07, + 1.868589407649779e-07, + 1.8686921521293698e-07, + 1.8687786962345854e-07, + 1.8688477609885012e-07, + 1.8689070202526636e-07, + 1.8689517844450165e-07, + 1.8689816272399185e-07, + 1.869000811893784e-07, + 1.869011185817726e-07, + 1.8690114700348204e-07, + 1.8690029435219913e-07, + 1.8689870273647102e-07, + 1.8689604530663928e-07, + 1.8689210889988317e-07, + 1.8688749037210073e-07, + 1.868819481387618e-07, + 1.8687603642320028e-07, + 1.8686863256789366e-07, + 1.8686077396523615e-07, + 1.868530574711258e-07, + 1.8684590941120405e-07, + 1.868364165602543e-07, + 1.868257584192179e-07, + 1.8681504343476263e-07, + 1.8680397317893949e-07, + 1.8679168078961084e-07, + 1.8677894786378602e-07, + 1.867651064912934e-07, + 1.8675159196845925e-07, + 1.867358321305801e-07, + 1.867199443950085e-07, + 1.8670552037747257e-07, + 1.86690130021816e-07, + 1.8667481072043302e-07, + 1.8665717504973145e-07, + 1.8663884304714884e-07, + 1.86621221587302e-07, + 1.866018806140346e-07, + 1.8658002431948262e-07, + 1.865591627847607e-07, + 1.865399923417499e-07, + 1.865185055294205e-07, + 1.8649156174888049e-07, + 1.8646365163021983e-07, + 1.8643498833625927e-07, + 1.8640410814896313e-07, + 1.8637256005149538e-07, + 1.8634035825471074e-07, + 1.8631061493579182e-07, + 1.8627606834797916e-07, + 1.862413370190552e-07, + 1.862100020844082e-07, + 1.8617649288898974e-07, + 1.8614811381212348e-07, + 1.8611937946388935e-07, + 1.8609104301958723e-07, + 1.8606027651912882e-07, + 1.8602517570798227e-07, + 1.859853853147797e-07, + 1.8594631967516762e-07, + 1.8590466765999736e-07, + 1.8586355565730628e-07, + 1.858233673601717e-07, + 1.8578363381038798e-07, + 1.8574455395992118e-07, + 1.8569983240013244e-07, + 1.8565626191957563e-07, + 1.8561227932423208e-07, + 1.855658524618775e-07, + 1.8551951086465124e-07, + 1.8547194713391946e-07, + 1.8542900193097012e-07, + 1.8538601409545663e-07, + 1.8533955881139264e-07, + 1.8529209455664386e-07, + 1.8524841038924933e-07, + 1.8520074718253454e-07, + 1.8515136446239921e-07, + 1.8509707899738714e-07, + 1.8504772469896125e-07, + 1.849981288160052e-07, + 1.8494623077458527e-07, + 1.8489146214051289e-07, + 1.8483831354387803e-07, + 1.8478937136023887e-07, + 1.847392780973678e-07, + 1.8468709583885357e-07, + 1.8463668993717874e-07, + 1.8458453610037395e-07, + 1.8453003747254115e-07, + 1.8446770866376028e-07, + 1.844051098487398e-07, + 1.843423831360269e-07, + 1.8427958536904043e-07, + 1.8422460357214732e-07, + 1.8417115654756344e-07, + 1.8412066538076033e-07, + 1.8407011737053836e-07, + 1.8401308921056625e-07, + 1.8395589052033756e-07, + 1.8389701494925248e-07, + 1.8383848043868056e-07, + 1.837899930023923e-07, + 1.8374508670149226e-07, + 1.8370600685102545e-07, + 1.836669696331228e-07, + 1.8362189280196617e-07, + 1.8357431486037967e-07, + 1.8351795461057918e-07, + 1.834642091580463e-07, + 1.834052341109782e-07, + 1.8334165474698239e-07, + 1.8327899908854306e-07, + 1.8321878769711475e-07, + 1.8315625993636786e-07, + 1.830964606597263e-07, + 1.8303725823898276e-07, + 1.8297667736533185e-07, + 1.829224061111745e-07, + 1.8286263525624236e-07, + 1.8280213964771974e-07, + 1.8273735236107314e-07, + 1.826685149808327e-07, + 1.826062572263254e-07, + 1.825391393595055e-07, + 1.8246926458687085e-07, + 1.8240115196022089e-07, + 1.8232688603347924e-07, + 1.822476747292967e-07, + 1.821685913228066e-07, + 1.8208758945092995e-07, + 1.8201356510871847e-07, + 1.81937593879411e-07, + 1.8186801753472537e-07, + 1.8180338656748063e-07, + 1.8173639659835317e-07, + 1.8167564519444568e-07, + 1.8161304637942521e-07, + 1.8155411396492127e-07, + 1.8149475522477587e-07, + 1.8144183400181646e-07, + 1.8138472057671606e-07, + 1.813289429719589e-07, + 1.812733358974583e-07, + 1.812223757724496e-07, + 1.8116773503606964e-07, + 1.8110947053173732e-07, + 1.8104998389389948e-07, + 1.809871008617847e-07, + 1.80916131853337e-07, + 1.808419085591595e-07, + 1.8076735841532354e-07, + 1.8069734153414174e-07, + 1.806337337484365e-07, + 1.8057124862025375e-07, + 1.805108951202783e-07, + 1.8044710259346175e-07, + 1.803795726118551e-07, + 1.8031003889973363e-07, + 1.8023526138222223e-07, + 1.8016291392086714e-07, + 1.8009289703968534e-07, + 1.8003379409492481e-07, + 1.7997767542965448e-07, + 1.7991503398206987e-07, + 1.7985053091251757e-07, + 1.7977991717543773e-07, + 1.797080955157071e-07, + 1.7963085952032998e-07, + 1.7954923237084586e-07, + 1.7947520802863437e-07, + 1.7940639907010336e-07, + 1.7933648166490457e-07, + 1.7926636530773976e-07, + 1.7919448680459027e-07, + 1.791201071910109e-07, + 1.7904127957990568e-07, + 1.7896132931127795e-07, + 1.78879943746324e-07, + 1.7880000768855098e-07, + 1.7873770730147953e-07, + 1.7867287738226878e-07, + 1.7861694345810974e-07, + 1.785615495464299e-07, + 1.7850693723175937e-07, + 1.7844500632691052e-07, + 1.7837858479197166e-07, + 1.783181318160132e-07, + 1.7824406484123756e-07, + 1.7817333741732e-07, + 1.7809881569519348e-07, + 1.780259282213592e-07, + 1.7794592110931262e-07, + 1.778723230927426e-07, + 1.7781439964892343e-07, + 1.7775245453321986e-07, + 1.7769441740256298e-07, + 1.776380713636172e-07, + 1.775840274831353e-07, + 1.7752348924204853e-07, + 1.774456990233375e-07, + 1.7736074653385003e-07, + 1.7727072076922923e-07, + 1.771818034512762e-07, + 1.7708610755562404e-07, + 1.7699966292639147e-07, + 1.7692137532776542e-07, + 1.7684126873973582e-07, + 1.767608495129025e-07, + 1.7668655516445142e-07, + 1.7661130868873443e-07, + 1.7653449901899876e-07, + 1.7645561456447467e-07, + 1.7637714222473733e-07, + 1.7630375737098802e-07, + 1.762232386681717e-07, + 1.761477079753604e-07, + 1.7607511892947514e-07, + 1.7600886792479287e-07, + 1.7593595202924917e-07, + 1.7585881550985505e-07, + 1.7578658173533768e-07, + 1.757092036314134e-07, + 1.7562744858423684e-07, + 1.7554003761688364e-07, + 1.7546413744184974e-07, + 1.753869867116009e-07, + 1.753163161311022e-07, + 1.7524054385376076e-07, + 1.7516724426513974e-07, + 1.750930778143811e-07, + 1.7502397042790108e-07, + 1.7494909343440668e-07, + 1.7487285219885962e-07, + 1.7479997893588006e-07, + 1.747212081681937e-07, + 1.7464356005802983e-07, + 1.745559359278559e-07, + 1.744765683042715e-07, + 1.7440214605812798e-07, + 1.7431902676889877e-07, + 1.7424123655018775e-07, + 1.7415534614428907e-07, + 1.7406746621873026e-07, + 1.7398390639300487e-07, + 1.7390131290540012e-07, + 1.7382858175096771e-07, + 1.7373828598010732e-07, + 1.7364891391480342e-07, + 1.735586039330883e-07, + 1.7346890501812595e-07, + 1.7337568181119423e-07, + 1.732752537009219e-07, + 1.7319348444289062e-07, + 1.7311322153545916e-07, + 1.7303665345025365e-07, + 1.7295691634444665e-07, + 1.7288164144702023e-07, + 1.7279415942539345e-07, + 1.7269532293084922e-07, + 1.725954774656202e-07, + 1.72492548244918e-07, + 1.7239602811969235e-07, + 1.7229606896762562e-07, + 1.7220344261659193e-07, + 1.7211708325248765e-07, + 1.7203650770625245e-07, + 1.7195330315189494e-07, + 1.7186974332616956e-07, + 1.717862119221536e-07, + 1.7171726085507544e-07, + 1.7164816767945013e-07, + 1.7157950082946627e-07, + 1.7150392750409083e-07, + 1.714267909846967e-07, + 1.7135580776539427e-07, + 1.7127560170138167e-07, + 1.7118824757744733e-07, + 1.7110201611103548e-07, + 1.7102745175634482e-07, + 1.709508836711393e-07, + 1.7087093340251158e-07, + 1.7079506164918712e-07, + 1.7071575086902158e-07, + 1.7062498613995558e-07, + 1.705260075368642e-07, + 1.7042778210907272e-07, + 1.7033411836564483e-07, + 1.702294980532315e-07, + 1.701311589386023e-07, + 1.7005255870117253e-07, + 1.699723242154505e-07, + 1.6989582718451857e-07, + 1.6982001227461296e-07, + 1.6973156391486555e-07, + 1.6964615667802718e-07, + 1.6955563353349135e-07, + 1.694644566896386e-07, + 1.6937603675160062e-07, + 1.692908568884377e-07, + 1.692251458962346e-07, + 1.6916470713113085e-07, + 1.6909797295738827e-07, + 1.6902700394894055e-07, + 1.68943103062702e-07, + 1.68863266480912e-07, + 1.6878078668014496e-07, + 1.6868897034783004e-07, + 1.6859749507602828e-07, + 1.685089756620073e-07, + 1.6842628269841953e-07, + 1.6834555083278246e-07, + 1.682624883869721e-07, + 1.6817999437535036e-07, + 1.6809126179850864e-07, + 1.680090662148359e-07, + 1.6791378243397048e-07, + 1.678178875863523e-07, + 1.6772837341250124e-07, + 1.6764929000601114e-07, + 1.6757151399815484e-07, + 1.674871583645654e-07, + 1.674178804478288e-07, + 1.673469398610905e-07, + 1.6726994545024354e-07, + 1.6717692119527783e-07, + 1.6708142425159167e-07, + 1.669898495038069e-07, + 1.668978484303807e-07, + 1.6680331782481517e-07, + 1.667232254476403e-07, + 1.66641257237643e-07, + 1.6656092327593797e-07, + 1.66483829389108e-07, + 1.6640159117287112e-07, + 1.6632037613817374e-07, + 1.6622868770355126e-07, + 1.6614677633697283e-07, + 1.660734625374971e-07, + 1.6599844343545556e-07, + 1.6592571228102315e-07, + 1.65859205480956e-07, + 1.6578746908635367e-07, + 1.6570587035857898e-07, + 1.6563160443183733e-07, + 1.655563295344109e-07, + 1.6547950565382052e-07, + 1.653928336509125e-07, + 1.6531107860373595e-07, + 1.6521747170372691e-07, + 1.6512268530277652e-07, + 1.6501812183378206e-07, + 1.6491718213273998e-07, + 1.648228789008499e-07, + 1.6472181130211538e-07, + 1.646317997483493e-07, + 1.6454119133868517e-07, + 1.6445225980987743e-07, + 1.6436665362107306e-07, + 1.6427435411969782e-07, + 1.641961802079095e-07, + 1.6411891579082294e-07, + 1.6403997449288e-07, + 1.6395848945194302e-07, + 1.638711637497181e-07, + 1.6378582756715332e-07, + 1.6370394462228433e-07, + 1.6362204746656062e-07, + 1.6355288323666173e-07, + 1.6348037945590477e-07, + 1.6340850095275528e-07, + 1.6333602559370775e-07, + 1.6326066543115303e-07, + 1.6317909512508777e-07, + 1.6309758166244137e-07, + 1.6301680716424016e-07, + 1.6294610816203203e-07, + 1.628708190537509e-07, + 1.6280142745017656e-07, + 1.627334000886549e-07, + 1.6268047886569548e-07, + 1.626312240432526e-07, + 1.6259012625141622e-07, + 1.6254460888376343e-07, + 1.6250332635081577e-07, + 1.6245618894572544e-07, + 1.6240213085438882e-07, + 1.6233587984970654e-07, + 1.6226687193920952e-07, + 1.6218578480220458e-07, + 1.6210221076562448e-07, + 1.620178124994709e-07, + 1.6193627061511506e-07, + 1.6186761797598592e-07, + 1.6179360784462915e-07, + 1.617300000589239e-07, + 1.6166208638423996e-07, + 1.6159056315245834e-07, + 1.6151793147400895e-07, + 1.614406670569224e-07, + 1.6136769431795983e-07, + 1.612858824273644e-07, + 1.6121310864036786e-07, + 1.611387290267885e-07, + 1.610591908729475e-07, + 1.6098235278150241e-07, + 1.6091068744117365e-07, + 1.6084145215700119e-07, + 1.6076465669812023e-07, + 1.6068551644821127e-07, + 1.6061854068993853e-07, + 1.6054639218054945e-07, + 1.604725952120134e-07, + 1.6039662398270593e-07, + 1.6032552707656578e-07, + 1.6025499860461423e-07, + 1.6017800419376726e-07, + 1.6009875025702058e-07, + 1.6001578728719323e-07, + 1.5992822000043816e-07, + 1.5984419121650717e-07, + 1.597676657638658e-07, + 1.596968957073841e-07, + 1.5962309873884806e-07, + 1.5955035337356094e-07, + 1.5947560427775898e-07, + 1.5939443187562574e-07, + 1.593035392488673e-07, + 1.5921511931082932e-07, + 1.5912887363356276e-07, + 1.590417753050133e-07, + 1.5896253557912132e-07, + 1.5887906101852423e-07, + 1.5879514592143096e-07, + 1.587044238249291e-07, + 1.5861959923313407e-07, + 1.585357836120238e-07, + 1.5844253198338265e-07, + 1.5836062061680423e-07, + 1.5828615573809657e-07, + 1.5821733256871084e-07, + 1.581439903475257e-07, + 1.5806111264282663e-07, + 1.5798656249899068e-07, + 1.5790500640378013e-07, + 1.5781697015881946e-07, + 1.5773046868616802e-07, + 1.5764264560402808e-07, + 1.5756316429360595e-07, + 1.5747473014471325e-07, + 1.5737958847239497e-07, + 1.5728588209640293e-07, + 1.5718926249519427e-07, + 1.5709548506492865e-07, + 1.5700128130902158e-07, + 1.5691168187004223e-07, + 1.5682728360388865e-07, + 1.5674103792662208e-07, + 1.5666142871850752e-07, + 1.5658011420782714e-07, + 1.5649148110696842e-07, + 1.5640259221072483e-07, + 1.5632230088158394e-07, + 1.5624571858552372e-07, + 1.5616954840425024e-07, + 1.560865001692946e-07, + 1.5601361269546032e-07, + 1.559423594699183e-07, + 1.5586157076086238e-07, + 1.557741882152186e-07, + 1.5568345190786204e-07, + 1.555967656940993e-07, + 1.5550671150776907e-07, + 1.554154920313522e-07, + 1.5532535257989366e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.006318449042737484, + 0.0057152011431753635, + 0.005341367796063423, + 0.005153256468474865, + 0.004838606342673302, + 0.004648793023079634, + 0.004532075021415949, + 0.004495655186474323, + 0.004320531617850065, + 0.004192691296339035, + 0.0041264938190579414, + 0.004330274183303118, + 0.004521732218563557, + 0.004867504816502333, + 0.005454523954540491, + 0.006365948356688023, + 0.00824439711868763, + 0.011607038788497448, + 0.017512714490294456, + 0.027262749150395393, + 0.074039027094841, + -0.12878349423408508, + -0.03141115605831146, + -0.01752377115190029, + -0.011386053636670113, + -0.007544633932411671, + -0.0056151458993554115, + -0.004425171762704849, + -0.003552432870492339, + -0.002842862159013748, + -0.002336729085072875, + -0.0020181264262646437, + -0.0017848630668595433, + -0.0016370299272239208, + -0.0014696491416543722, + -0.0013259754050523043, + -0.001240065903402865, + -0.0011761072091758251, + -0.001107372110709548, + -0.0010566184064373374, + -0.0009945075726136565, + -0.0009443274466320872, + -0.000911208800971508, + -0.000871023687068373, + -0.0008371804724447429, + -0.0007977927452884614, + -0.000764878757763654, + -0.0007402125629596412, + -0.0007112741004675627, + -0.0006790008628740907, + -0.0006386787863448262, + -0.000601506675593555, + -0.0005661235190927982, + -0.000531244499143213, + -0.0004981753299944103, + -0.0004643276915885508, + -0.00043417877168394625, + -0.00040729038300924003, + -0.000386409810744226, + -0.00036846514558419585, + -0.00034904206404462457, + -0.00033186262589879334, + -0.0003170234558638185, + -0.00030246266396716237, + -0.0002881486143451184, + -0.0002747067774180323, + -0.0002633677504491061, + -0.0002551469369791448, + -0.000248659955104813, + -0.00024196950835175812, + -0.00023444132239092141, + -0.00022848685330245644, + -0.00022341239673551172, + -0.00021835546067450196, + -0.0002127419866155833, + -0.00020556621893774718, + -0.0001986040297197178, + -0.00019239036191720515, + -0.0001873282017186284, + -0.00018253577582072467, + -0.0001777784782461822, + -0.00017250937526114285, + -0.0001684531889623031, + -0.00016360536392312497, + -0.0001594102941453457, + -0.00015518329746555537, + -0.00015015542157925665, + -0.00014559032570105046, + -0.00014090303739067167, + -0.00013629777822643518, + -0.0001320278679486364, + -0.00012793540372513235, + -0.00012378762767184526, + -0.00011970811465289444, + -0.00011646661732811481, + -0.00011343518417561427, + -0.0001110643643187359, + -0.00010886898235185072, + -0.00010687278700061142, + -0.0001052609586622566, + -0.00010330430814065039, + -0.00010166524589294568, + -9.991291153710335e-05, + -9.832072828430682e-05, + -9.649439016357064e-05, + -9.457107080379501e-05, + -9.246053377864882e-05, + -9.0664645540528e-05, + -8.834723848849535e-05, + -8.605507900938392e-05, + -8.36819235701114e-05, + -8.128050831146538e-05, + -7.927868864499032e-05, + -7.773663674015552e-05, + -7.604131678817794e-05, + -7.458130858140066e-05, + -7.309322245419025e-05, + -7.144094706745818e-05, + -6.986419612076133e-05, + -6.820159615017474e-05, + -6.662154191872105e-05, + -6.519691669382155e-05, + -6.384536391124129e-05, + -6.255917105590925e-05, + -6.152738205855712e-05, + -6.061974636395462e-05, + -5.959499685559422e-05, + -5.857814539922401e-05, + -5.76560378249269e-05, + -5.6892880820669234e-05, + -5.628931467072107e-05, + -5.5575641454197466e-05, + -5.495905134011991e-05, + -5.4337113397195935e-05, + -5.3784191550221294e-05, + -5.3053252486279234e-05, + -5.22449663549196e-05, + -5.12838814756833e-05, + -5.0384329369990155e-05, + -4.9412064981879666e-05, + -4.8545844038017094e-05, + -4.767921200254932e-05, + -4.699048804468475e-05, + -4.6490062231896445e-05, + -4.603325214702636e-05, + -4.575252751237713e-05, + -4.54867331427522e-05, + -4.527521741692908e-05, + -4.494684253586456e-05, + -4.4468783016782254e-05, + -4.394013012642972e-05, + -4.329550938564353e-05, + -4.252492362866178e-05, + -4.175873618805781e-05, + -4.095828626304865e-05, + -4.021315908175893e-05, + -3.948682206100784e-05, + -3.8731101085431874e-05, + -3.808355540968478e-05, + -3.7576694012386724e-05, + -3.715314596774988e-05, + -3.676115011330694e-05, + -3.629227285273373e-05, + -3.587344690458849e-05, + -3.548203676473349e-05, + -3.512368493829854e-05, + -3.475429548416287e-05, + -3.435999678913504e-05, + -3.402370566618629e-05, + -3.3799511584220454e-05, + -3.3581076422706246e-05, + -3.3175561839016154e-05, + -3.267794818384573e-05, + -3.220216240151785e-05, + -3.174985613441095e-05, + -3.1254701752914116e-05, + -3.0767339922022074e-05, + -3.0386907383217476e-05, + -3.0058594347792678e-05, + -2.9823924705851823e-05, + -2.9438002457027324e-05, + -2.910566036007367e-05, + -2.8655755158979446e-05, + -2.8195223421789706e-05, + -2.7672695068758912e-05, + -2.714876245590858e-05, + -2.66057722910773e-05, + -2.6100709874299355e-05, + -2.5523384465486743e-05, + -2.4924827812355943e-05, + -2.4326735001523048e-05, + -2.372342351009138e-05, + -2.3125325242290273e-05, + -2.2477885067928582e-05, + -2.1862866560695693e-05, + -2.133554153260775e-05, + -2.0796136595890857e-05, + -2.0280052922316827e-05, + -1.9786029952229e-05, + -1.9283183064544573e-05, + -1.8834296497516334e-05, + -1.845478982431814e-05, + -1.8043927411781624e-05, + -1.772188625182025e-05, + -1.7415157344657928e-05, + -1.715512371447403e-05, + -1.6911000784602948e-05, + -1.6704088920960203e-05, + -1.6478703400935046e-05, + -1.6265423255390488e-05, + -1.6079247870948166e-05, + -1.5906696717138402e-05, + -1.57284830493154e-05, + -1.5492483726120554e-05, + -1.5231784345814958e-05, + -1.4960574844735675e-05, + -1.4663470210507512e-05, + -1.438009348930791e-05, + -1.4115091289568227e-05, + -1.3825722817273345e-05, + -1.355901167698903e-05, + -1.3288257832755335e-05, + -1.3049903827777598e-05, + -1.2804675861843862e-05, + -1.2538254850369412e-05, + -1.2255118235771079e-05, + -1.1963041288254317e-05, + -1.1679570889100432e-05, + -1.1409270882722922e-05, + -1.1156256732647307e-05, + -1.0884951734624337e-05, + -1.0655752703314647e-05, + -1.044712644215906e-05, + -1.0283939445798751e-05, + -1.013126802718034e-05, + -9.92209606920369e-06, + -9.701729140942916e-06, + -9.491559467278421e-06, + -9.27008568396559e-06, + -9.018301170726772e-06, + -8.781656106293667e-06, + -8.531260391464457e-06, + -8.376422556466423e-06, + -8.231252650148235e-06, + -8.098097168840468e-06, + -7.96911172074033e-06, + -7.830018148524687e-06, + -7.683172043471131e-06, + -7.516774530813564e-06, + -7.331699634960387e-06, + -7.132871360227e-06, + -6.93756055625272e-06, + -6.717407359246863e-06, + -6.500921244878555e-06, + -6.3108454924076796e-06, + -6.135128842288395e-06, + -5.941312338109128e-06, + -5.721612069464754e-06, + -5.497667189047206e-06, + -5.309019798005465e-06, + -5.11110010847915e-06, + -4.891436674370198e-06, + -4.655212251236662e-06, + -4.429029559105402e-06, + -4.235459527990315e-06, + -4.0377276491199154e-06, + -3.821549853455508e-06, + -3.6186829674988985e-06, + -3.43736996910593e-06, + -3.275458993812208e-06, + -3.130682443952537e-06, + -2.97976725960325e-06, + -2.842186404450331e-06, + -2.7228713861404685e-06, + -2.602763743198011e-06, + -2.4719308839848964e-06, + -2.3386407974612666e-06, + -2.195090473833261e-06, + -2.05568744604534e-06, + -1.91856270248536e-06, + -1.7883839973364957e-06, + -1.6749630731283105e-06, + -1.555487187943072e-06, + -1.4509128050121944e-06, + -1.3521928394766292e-06, + -1.2568528973133652e-06, + -1.1744454013751238e-06, + -1.0704799251470831e-06, + -9.559693125993363e-07, + -8.597245937380649e-07, + -7.580112537652894e-07, + -6.662607461294101e-07, + -5.727004577238404e-07, + -4.802006969839567e-07, + -3.9039153421072115e-07, + -3.110004911377473e-07, + -2.3802327575594973e-07, + -1.653977932392081e-07, + -9.731008532298802e-08, + -4.084071392185251e-08, + -8.744029500462602e-09, + 2.224735240474729e-08, + 5.8555951198968614e-08, + 9.868958983361154e-08, + 1.5422509136442386e-07, + 2.3033639706682152e-07, + 3.156446837238036e-07, + 4.006181200111314e-07, + 4.995169433641422e-07, + 6.035567139406339e-07, + 7.07330912064208e-07, + 8.034371035137156e-07, + 8.815981118459604e-07, + 9.575450121701579e-07, + 1.0203815463682986e-06, + 1.0824988976310124e-06, + 1.1405659279262181e-06, + 1.203256601911562e-06, + 1.2700648994723451e-06, + 1.332120518782176e-06, + 1.4105062291491777e-06, + 1.4925203686289024e-06, + 1.5788051541676396e-06, + 1.6635423207844724e-06, + 1.7371911553709651e-06, + 1.818297391764645e-06, + 1.9015263887922629e-06, + 1.9858091491187224e-06, + 2.071009930659784e-06, + 2.173467464672285e-06, + 2.270685172334197e-06, + 2.3694437913945876e-06, + 2.4708037926757243e-06, + 2.5681431452539982e-06, + 2.665020701897447e-06, + 2.752437239905703e-06, + 2.831652636814397e-06, + 2.913498747147969e-06, + 2.9918494419689523e-06, + 3.0752823931834428e-06, + 3.148747737213853e-06, + 3.22115738526918e-06, + 3.291318080300698e-06, + 3.3551584692759207e-06, + 3.419510221647215e-06, + 3.4885993045463692e-06, + 3.5540863336791517e-06, + 3.6190101582178613e-06, + 3.6890230603603413e-06, + 3.7638180856447434e-06, + 3.834530161839211e-06, + 3.8953580769884866e-06, + 3.957811713917181e-06, + 4.018110757897375e-06, + 4.0821905713528395e-06, + 4.141667432122631e-06, + 4.201738647680031e-06, + 4.261417871020967e-06, + 4.3214322431595065e-06, + 4.374810032459209e-06, + 4.4175358198117465e-06, + 4.457744125829777e-06, + 4.4838079702458344e-06, + 4.509132850216702e-06, + 4.536675987765193e-06, + 4.567134055832867e-06, + 4.600383363140281e-06, + 4.631417141354177e-06, + 4.6638069761684164e-06, + 4.6998743528092746e-06, + 4.736702521768166e-06, + 4.770475698023802e-06, + 4.803847787115956e-06, + 4.838731456402456e-06, + 4.880144842900336e-06, + 4.922568678011885e-06, + 4.9653590394882485e-06, + 5.007860636396799e-06, + 5.050084382673958e-06, + 5.083580617792904e-06, + 5.11606594955083e-06, + 5.148589025338879e-06, + 5.180736479815096e-06, + 5.208296897762921e-06, + 5.236133802100085e-06, + 5.267847882350907e-06, + 5.299260919855442e-06, + 5.32968033439829e-06, + 5.356040674087126e-06, + 5.386040356825106e-06, + 5.418940872914391e-06, + 5.4457491387438495e-06, + 5.471852091432083e-06, + 5.499301551026292e-06, + 5.531253464141628e-06, + 5.564376806432847e-06, + 5.597263225354254e-06, + 5.628794951917371e-06, + 5.6584030971862376e-06, + 5.690072157449322e-06, + 5.71485907130409e-06, + 5.734159003623063e-06, + 5.759813120675972e-06, + 5.785869689134415e-06, + 5.813927145936759e-06, + 5.8374052969156764e-06, + 5.863691058038967e-06, + 5.886607141292188e-06, + 5.901829354115762e-06, + 5.915237125009298e-06, + 5.9293870435794815e-06, + 5.944039912719745e-06, + 5.96458266954869e-06, + 5.985029474686598e-06, + 6.007116553519154e-06, + 6.034881607774878e-06, + 6.063635282771429e-06, + 6.0942461459490005e-06, + 6.124516858108109e-06, + 6.1552309489343315e-06, + 6.1859877860115375e-06, + 6.218636372068431e-06, + 6.247150849958416e-06, + 6.2703561525268015e-06, + 6.2945200625108555e-06, + 6.315558039204916e-06, + 6.336716978694312e-06, + 6.355647201417014e-06, + 6.374560143740382e-06, + 6.397930519597139e-06, + 6.422040769393789e-06, + 6.443349320761627e-06, + 6.466786999226315e-06, + 6.489817224064609e-06, + 6.514198503282387e-06, + 6.535065040225163e-06, + 6.555681920872303e-06, + 6.573533028131351e-06, + 6.585424216609681e-06, + 6.598645541089354e-06, + 6.610492164327297e-06, + 6.624187335546594e-06, + 6.635875706706429e-06, + 6.650456271017902e-06, + 6.6647394305618946e-06, + 6.67994208924938e-06, + 6.696425316476962e-06, + 6.71574889565818e-06, + 6.735984243277926e-06, + 6.755774847988505e-06, + 6.776893314963672e-06, + 6.7957653300254606e-06, + 6.814532753196545e-06, + 6.8348413151397835e-06, + 6.8548401941370685e-06, + 6.877615305711515e-06, + 6.902920631546294e-06, + 6.929152277734829e-06, + 6.954081072763074e-06, + 6.9772268034284934e-06, + 6.999860943324165e-06, + 7.022040335868951e-06, + 7.040985565254232e-06, + 7.058672053972259e-06, + 7.077552254486363e-06, + 7.097477464412805e-06, + 7.117733730410691e-06, + 7.138142791518476e-06, + 7.159795586630935e-06, + 7.182504759839503e-06, + 7.206027021311456e-06, + 7.228186404972803e-06, + 7.2502812145103235e-06, + 7.27469250705326e-06, + 7.298539458133746e-06, + 7.320621989492793e-06, + 7.342870503634913e-06, + 7.364325028902385e-06, + 7.38215385354124e-06, + 7.398439265671186e-06, + 7.416291737172287e-06, + 7.435340194206219e-06, + 7.45246916267206e-06, + 7.4666204454842955e-06, + 7.481072771042818e-06, + 7.4963236329494976e-06, + 7.508466751460219e-06, + 7.5205120992904995e-06, + 7.534484211646486e-06, + 7.548262601630995e-06, + 7.563300187030109e-06, + 7.576655661978293e-06, + 7.5911375461146235e-06, + 7.606087820022367e-06, + 7.620777523698052e-06, + 7.63582738727564e-06, + 7.651207852177322e-06, + 7.667475074413233e-06, + 7.684703632548917e-06, + 7.700839887547772e-06, + 7.716994332440663e-06, + 7.733527127129491e-06, + 7.749518772470765e-06, + 7.765217560518067e-06, + 7.78019784775097e-06, + 7.795468263793737e-06, + 7.811869181750808e-06, + 7.828160050848965e-06, + 7.845264008210506e-06, + 7.86441614764044e-06, + 7.883363650762476e-06, + 7.901096068962943e-06, + 7.918036317278165e-06, + 7.932731932669412e-06, + 7.949332029966172e-06, + 7.962521522131283e-06, + 7.974680556799285e-06, + 7.98659948486602e-06, + 7.999074114195537e-06, + 8.012020771275274e-06, + 8.023018381209113e-06, + 8.034761776798405e-06, + 8.047541086853016e-06, + 8.060696927714162e-06, + 8.0752852227306e-06, + 8.089724360615946e-06, + 8.103534128167666e-06, + 8.11633526609512e-06, + 8.12941652839072e-06, + 8.141679245454725e-06, + 8.152514965331648e-06, + 8.162762242136523e-06, + 8.173500646080356e-06, + 8.184325452020857e-06, + 8.193932444555685e-06, + 8.202639946830459e-06, + 8.21224330138648e-06, + 8.222777978517115e-06, + 8.232620530179702e-06, + 8.242370313382708e-06, + 8.251254257629625e-06, + 8.260871254606172e-06, + 8.269922545878217e-06, + 8.27787062007701e-06, + 8.2845344877569e-06, + 8.292583515867591e-06, + 8.300869922095444e-06, + 8.30856242828304e-06, + 8.315943887282629e-06, + 8.323590918735135e-06, + 8.330978744197637e-06, + 8.338529369211756e-06, + 8.345469723280985e-06, + 8.353118573722895e-06, + 8.360412721231114e-06, + 8.366693691641558e-06, + 8.373074706469197e-06, + 8.379116479773074e-06, + 8.385756700590719e-06, + 8.392355994146783e-06, + 8.398422323807608e-06, + 8.404806067119353e-06, + 8.411729140789248e-06, + 8.41808105178643e-06, + 8.423690815106966e-06, + 8.429748049820773e-06, + 8.437059477728326e-06, + 8.444363629678264e-06, + 8.451601388514973e-06, + 8.459133823635057e-06, + 8.466582585242577e-06, + 8.473933121422306e-06, + 8.480504220642615e-06, + 8.487897503073327e-06, + 8.49509615363786e-06, + 8.50139531394234e-06, + 8.507924576406367e-06, + 8.513290595146827e-06, + 8.51856566441711e-06, + 8.523626092937775e-06, + 8.528962098353077e-06, + 8.534882908861618e-06, + 8.54140853334684e-06, + 8.547642210032791e-06, + 8.5541105363518e-06, + 8.56032329465961e-06, + 8.566236829210538e-06, + 8.57194208947476e-06, + 8.577407243137714e-06, + 8.583503586123697e-06, + 8.58929161040578e-06, + 8.594987775722984e-06, + 8.600853107054718e-06, + 8.606562914792448e-06, + 8.612281817477196e-06, + 8.617320418125018e-06, + 8.622253517387435e-06, + 8.62745764607098e-06, + 8.632648132333998e-06, + 8.63731202116469e-06, + 8.642281500215176e-06, + 8.64731100591598e-06, + 8.652713404444512e-06, + 8.657511898491066e-06, + 8.662234904477373e-06, + 8.667063411849085e-06, + 8.672045623825397e-06, + 8.676769539306406e-06, + 8.681023246026598e-06, + 8.685278771736193e-06, + 8.689615242474247e-06, + 8.693711606611032e-06, + 8.697854354977608e-06, + 8.702098966750782e-06, + 8.706846529094037e-06, + 8.711510417924728e-06, + 8.716080628801137e-06, + 8.720557161723264e-06, + 8.724390681891236e-06, + 8.728037755645346e-06, + 8.731408343010116e-06, + 8.734717084735166e-06, + 8.738368705962785e-06, + 8.74195211508777e-06, + 8.745561899559107e-06, + 8.749071639613248e-06, + 8.751915629545692e-06, + 8.754492228035815e-06, + 8.756686838751193e-06, + 8.758833246247377e-06, + 8.76126068760641e-06, + 8.763769073993899e-06, + 8.766676728555467e-06, + 8.769388841756154e-06, + 8.772299224801827e-06, + 8.775370588409714e-06, + 8.778330993663985e-06, + 8.781112228462007e-06, + 8.783938028500415e-06, + 8.78658738656668e-06, + 8.789153071120381e-06, + 8.791721484158188e-06, + 8.79396975506097e-06, + 8.796391739451792e-06, + 8.798788257990964e-06, + 8.801297553873155e-06, + 8.803902346699033e-06, + 8.806212463241536e-06, + 8.808645361568779e-06, + 8.811120096652303e-06, + 8.813476597424597e-06, + 8.815985893306788e-06, + 8.818599781079683e-06, + 8.821148185234051e-06, + 8.823696589388419e-06, + 8.82596941664815e-06, + 8.828253157844301e-06, + 8.830294973449782e-06, + 8.832144885673188e-06, + 8.834014806780033e-06, + 8.835669177642558e-06, + 8.837329005473293e-06, + 8.838852409098763e-06, + 8.840346708893776e-06, + 8.84165183379082e-06, + 8.84302153281169e-06, + 8.84432483871933e-06, + 8.845589036354795e-06, + 8.846715900290292e-06, + 8.847890967444982e-06, + 8.849109690345358e-06, + 8.850317499309313e-06, + 8.851559869071934e-06, + 8.852926839608699e-06, + 8.854314728523605e-06, + 8.855667147145141e-06, + 8.856899512466043e-06, + 8.857983630150557e-06, + 8.859015906637069e-06, + 8.85998088051565e-06, + 8.860966772772372e-06, + 8.861983587848954e-06, + 8.862994036462624e-06, + 8.864044502843171e-06, + 8.865025847626384e-06, + 8.865939889801666e-06, + 8.866684765962418e-06, + 8.867365067999344e-06, + 8.868094482750166e-06, + 8.868815712048672e-06, + 8.869579687598161e-06, + 8.870325473253615e-06, + 8.871091267792508e-06, + 8.871865247783717e-06, + 8.872535545378923e-06, + 8.873127626429778e-06, + 8.873701517586596e-06, + 8.874248123902362e-06, + 8.874782906787004e-06, + 8.875306775735226e-06, + 8.875830644683447e-06, + 8.876329047780018e-06, + 8.876805623003747e-06, + 8.8772430899553e-06, + 8.877559594111517e-06, + 8.877864274836611e-06, + 8.87810529093258e-06, + 8.878328117134515e-06, + 8.878527296474203e-06, + 8.878731932782102e-06, + 8.878926564648282e-06, + 8.879082997736987e-06, + 8.879247616278008e-06, + 8.879381311999168e-06, + 8.879495908331592e-06, + 8.879588676791172e-06, + 8.879663255356718e-06, + 8.879706911102403e-06, + 8.879723282007035e-06, + 8.879719644028228e-06, + 8.879698725650087e-06, + 8.87965961737791e-06, + 8.879605957190506e-06, + 8.87952592165675e-06, + 8.879404958861414e-06, + 8.879247616278008e-06, + 8.87905389390653e-06, + 8.878834705683403e-06, + 8.87857186171459e-06, + 8.878309017745778e-06, + 8.878047992766369e-06, + 8.877757863956504e-06, + 8.8774486357579e-06, + 8.877143045538105e-06, + 8.87681198946666e-06, + 8.87645273905946e-06, + 8.876061656337697e-06, + 8.8756523837219e-06, + 8.875249477569014e-06, + 8.874786544765811e-06, + 8.874332706909627e-06, + 8.873881597537547e-06, + 8.87345231603831e-06, + 8.872962098394055e-06, + 8.872422768035904e-06, + 8.871900718077086e-06, + 8.871321369952057e-06, + 8.870690180629026e-06, + 8.869993507687468e-06, + 8.86937414179556e-06, + 8.868725672073197e-06, + 8.868116310623009e-06, + 8.867444194038399e-06, + 8.866776624927297e-06, + 8.86608540895395e-06, + 8.865425115800463e-06, + 8.864692063070834e-06, + 8.863928997016046e-06, + 8.8631868493394e-06, + 8.862367394613102e-06, + 8.861542482918594e-06, + 8.860592970449943e-06, + 8.859716217557434e-06, + 8.858878572937101e-06, + 8.857924512994941e-06, + 8.85701592778787e-06, + 8.85599456523778e-06, + 8.854935913404915e-06, + 8.85391182237072e-06, + 8.852883183863014e-06, + 8.85196277522482e-06, + 8.850802259985358e-06, + 8.849634468788281e-06, + 8.84843848325545e-06, + 8.847231583786197e-06, + 8.845965567161329e-06, + 8.84458131622523e-06, + 8.843438990879804e-06, + 8.84230303199729e-06, + 8.841204362397548e-06, + 8.840045666147489e-06, + 8.83893790160073e-06, + 8.837634595693089e-06, + 8.836143933876883e-06, + 8.834625077724922e-06, + 8.833041647449136e-06, + 8.831538252707105e-06, + 8.829963917378336e-06, + 8.828489626466762e-06, + 8.827099009067751e-06, + 8.825788427202497e-06, + 8.824421456665732e-06, + 8.823037205729634e-06, + 8.82164022186771e-06, + 8.820474249660037e-06, + 8.81929554452654e-06, + 8.818113201414235e-06, + 8.816798981570173e-06, + 8.815444743959233e-06, + 8.814187822281383e-06, + 8.812753549136687e-06, + 8.811181942292023e-06, + 8.809616701910272e-06, + 8.808252459857613e-06, + 8.806839105091058e-06, + 8.805351171758957e-06, + 8.803927812550683e-06, + 8.802427146292757e-06, + 8.800696377875283e-06, + 8.798799171927385e-06, + 8.796901056484785e-06, + 8.79507751960773e-06, + 8.793024790065829e-06, + 8.79108119988814e-06, + 8.78951686900109e-06, + 8.787907972873654e-06, + 8.786363650870044e-06, + 8.784822057350539e-06, + 8.783014891378116e-06, + 8.78125774761429e-06, + 8.779382369539235e-06, + 8.77748152561253e-06, + 8.77562524692621e-06, + 8.773825356911402e-06, + 8.772428373049479e-06, + 8.771135071583558e-06, + 8.769701707933564e-06, + 8.768167390371673e-06, + 8.766342943999916e-06, + 8.76459580467781e-06, + 8.762780453253072e-06, + 8.760746823099907e-06, + 8.758710464462638e-06, + 8.756727766012773e-06, + 8.754865120863542e-06, + 8.753039764997084e-06, + 8.751151653996203e-06, + 8.749266271479428e-06, + 8.747227184358053e-06, + 8.745328159420751e-06, + 8.743114449316636e-06, + 8.740876182855573e-06, + 8.738775250094477e-06, + 8.736913514439948e-06, + 8.73507269716356e-06, + 8.733066351851448e-06, + 8.73141016199952e-06, + 8.7297066784231e-06, + 8.727847671252675e-06, + 8.725592124392278e-06, + 8.723264727450442e-06, + 8.721022823010571e-06, + 8.718763638171367e-06, + 8.716431693756022e-06, + 8.714446266822051e-06, + 8.712405360711273e-06, + 8.710397196409758e-06, + 8.708461791684385e-06, + 8.706387234269641e-06, + 8.704329957254231e-06, + 8.702001650817692e-06, + 8.699911631993018e-06, + 8.698033525433857e-06, + 8.696104487171397e-06, + 8.694225471117534e-06, + 8.692501069162972e-06, + 8.69063296704553e-06, + 8.688500201969873e-06, + 8.686552064318676e-06, + 8.684570275363512e-06, + 8.682542102178559e-06, + 8.680242899572477e-06, + 8.678068297740538e-06, + 8.675567187310662e-06, + 8.673026059113909e-06, + 8.670212082506623e-06, + 8.667485417390708e-06, + 8.664932465762831e-06, + 8.662186701258179e-06, + 8.659732884552795e-06, + 8.65725269250106e-06, + 8.6548106992268e-06, + 8.652452379465103e-06, + 8.649900337331928e-06, + 8.6477311924682e-06, + 8.645580237498507e-06, + 8.643378350825515e-06, + 8.641096428618766e-06, + 8.638644430902787e-06, + 8.636240636406e-06, + 8.63392688188469e-06, + 8.631604941911064e-06, + 8.62963770487113e-06, + 8.627568604424596e-06, + 8.625511327409185e-06, + 8.623433132015634e-06, + 8.621264896646608e-06, + 8.61891112435842e-06, + 8.616552804596722e-06, + 8.614208127255552e-06, + 8.612149031250738e-06, + 8.609950782556552e-06, + 8.607918971392792e-06, + 8.6059226305224e-06, + 8.604365575592965e-06, + 8.602912203059532e-06, + 8.601696208643261e-06, + 8.600345609011129e-06, + 8.599117791163735e-06, + 8.597710802860092e-06, + 8.59609372128034e-06, + 8.594105565862264e-06, + 8.592031917942222e-06, + 8.58958901517326e-06, + 8.587063348386437e-06, + 8.584506758779753e-06, + 8.582031114201527e-06, + 8.579941095376853e-06, + 8.577681001042947e-06, + 8.575733772886451e-06, + 8.573652849008795e-06, + 8.571455509809311e-06, + 8.56921815284295e-06, + 8.566831638745498e-06, + 8.564572453906294e-06, + 8.562034054193646e-06, + 8.559770321880933e-06, + 8.55745020089671e-06, + 8.554964551876765e-06, + 8.552559847885277e-06, + 8.550310667487793e-06, + 8.548133337171748e-06, + 8.545712262275629e-06, + 8.543212061340455e-06, + 8.54109111969592e-06, + 8.538801012036856e-06, + 8.536452696716879e-06, + 8.534033440810163e-06, + 8.531764251529239e-06, + 8.52950779517414e-06, + 8.527038517058827e-06, + 8.524491022399161e-06, + 8.521819836460054e-06, + 8.518994036421645e-06, + 8.516276466252748e-06, + 8.513796274201013e-06, + 8.511498890584335e-06, + 8.509099643561058e-06, + 8.506729500368237e-06, + 8.504288416588679e-06, + 8.501632692059502e-06, + 8.498653187416494e-06, + 8.495748261339031e-06, + 8.492908818880096e-06, + 8.4900384536013e-06, + 8.487420927849598e-06, + 8.484659701935016e-06, + 8.481878467136994e-06, + 8.478864401695319e-06, + 8.476041330141015e-06, + 8.473246452922467e-06, + 8.470131433568895e-06, + 8.46738930704305e-06, + 8.464893653581385e-06, + 8.46258262754418e-06, + 8.460116987407673e-06, + 8.45732483867323e-06, + 8.454808266833425e-06, + 8.452049769402947e-06, + 8.449068445770536e-06, + 8.446132596873213e-06, + 8.443149454251397e-06, + 8.440443707513623e-06, + 8.437428732577246e-06, + 8.434179108007811e-06, + 8.430973139184061e-06, + 8.427661668974906e-06, + 8.42444205773063e-06, + 8.421201528108213e-06, + 8.418114703090396e-06, + 8.41520341055002e-06, + 8.412223905907013e-06, + 8.409469046455342e-06, + 8.406650522374548e-06, + 8.403572792303748e-06, + 8.400481419812422e-06, + 8.39768472360447e-06, + 8.395012628170662e-06, + 8.392352356167976e-06, + 8.389447430090513e-06, + 8.386893568967935e-06, + 8.384393368032761e-06, + 8.381553016079124e-06, + 8.378477104997728e-06, + 8.375278412131593e-06, + 8.372217052965425e-06, + 8.369032002519816e-06, + 8.365803296328522e-06, + 8.362607331946492e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 0.20356261730194092, + 1.0, + 1.0, + 1.0, + -2.9864420890808105, + 1.0, + 1.0, + 1.0, + 0.8396809101104736, + 1.0, + 1.0, + 1.0, + 1.0, + 0.954330325126648, + 0.8075807690620422, + 0.6911488771438599, + 1.0, + 0.90611332654953, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989631175994873, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8659311532974243, + 0.9390895366668701, + 0.7679457068443298, + 1.0, + 1.0, + 0.6973704099655151, + 0.8301874995231628, + 1.0, + 0.8135783672332764, + 1.0, + 0.8930049538612366, + 0.7141737937927246, + 1.0, + 0.9087612628936768, + 1.0, + 0.9056025743484497, + 0.8013603687286377, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986410140991211, + 0.9937882423400879, + 0.8540831804275513, + 0.9331058263778687, + 1.0, + 0.962580680847168, + 0.9334443807601929, + 1.0, + 1.0, + 1.0, + 0.9054352045059204, + 0.7680666446685791, + 0.8263567686080933, + 1.0, + 1.0, + 0.8278027772903442, + 0.8858745098114014, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9389596581459045, + 0.8521931171417236, + 0.986046552658081, + 1.0, + 1.0, + 0.8021055459976196, + 1.0, + 0.9014521241188049, + 1.0, + 1.0, + 0.9514859318733215, + 1.0, + 1.0, + 0.9715954661369324, + 1.0, + 1.0, + 1.0, + 0.8294525146484375, + 0.971550703048706, + 0.8090894222259521, + 0.9539726972579956, + 0.9350977540016174, + 0.8278321623802185, + 1.0, + 0.8586256504058838, + 1.0, + 0.9311082363128662, + 1.0, + 1.0, + 1.0, + 0.8763334155082703, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8638309240341187, + 0.7936742305755615, + 1.0, + 0.885431706905365, + 1.0, + 1.0, + 0.9821352958679199, + 1.0, + 0.9797713756561279, + 0.9280950427055359, + 0.9750476479530334, + 0.9772358536720276, + 0.8217337131500244, + 0.8982922434806824, + 1.0, + 1.0, + 0.926586389541626, + 0.8438200950622559, + 0.8040624260902405, + 1.0, + 0.8782472610473633, + 1.0, + 0.9025313854217529, + 1.0, + 1.0, + 1.0, + 0.9573800563812256, + 1.0, + 0.9115434885025024, + 1.0, + 0.8110033869743347, + 0.7386505603790283, + 0.9250705242156982, + 0.6217058897018433, + 0.9558757543563843, + 0.8027591705322266, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9517268538475037, + 0.9959326982498169, + 1.0, + 0.8750838041305542, + 0.7970004081726074, + 0.8485117554664612, + 0.9378538131713867, + 1.0, + 0.9067723155021667, + 0.9477804899215698, + 0.9278334975242615, + 1.0, + 1.0, + 0.8642914295196533, + 0.6736059188842773, + 0.9834470748901367, + 1.0, + 1.0, + 0.9726570844650269, + 0.9665707945823669, + 1.0, + 1.0, + 0.7932671308517456, + 0.8744546175003052, + 0.7231599688529968, + 1.0, + 0.8734614849090576, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9492743015289307, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.974908709526062, + 0.8777686357498169, + 1.0, + 0.9790539741516113, + 0.9789638519287109, + 1.0, + 0.9123574495315552, + 0.8621602058410645, + 1.0, + 0.7975583076477051, + 0.9678525328636169, + 0.8604652285575867, + 0.9517406821250916, + 0.8583405017852783, + 1.0, + 0.9582067728042603, + 0.8832144141197205, + 0.9369753003120422, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9694891571998596, + 0.9499741792678833, + 1.0, + 0.9361069202423096, + 1.0, + 0.8938754200935364, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877026677131653, + 0.9700198769569397, + 0.9510215520858765, + 1.0, + 0.85858154296875, + 0.9236752390861511, + 0.7924381494522095, + 0.9464500546455383, + 1.0, + 1.0, + 0.9674594402313232, + 1.0, + 1.0, + 0.9559000134468079, + 1.0, + 0.6275883913040161, + 0.9487444162368774, + 0.9276421666145325, + 0.9792661666870117, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974542856216431, + 1.0, + 1.0, + 0.8922183513641357, + 0.9377238750457764, + 1.0, + 1.0, + 1.0, + 0.8567583560943604, + 1.0, + 1.0, + 1.0, + 0.9754847288131714, + 0.8713164329528809, + 1.0, + 1.0, + 0.9558796882629395, + 0.9093770980834961, + 0.9073623418807983, + 0.9074398279190063, + 1.0, + 0.9241150617599487, + 0.8787046670913696, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9854063391685486, + 0.9979909658432007, + 0.9622689485549927, + 0.882951557636261, + 1.0, + 0.8864415884017944, + 0.9553022384643555, + 0.9769893288612366, + 0.8738500475883484, + 1.0, + 1.0, + 0.8505192399024963, + 1.0, + 0.9128708243370056, + 1.0, + 1.0, + 0.9822638034820557, + 0.8938535451889038, + 0.9287973046302795, + 1.0, + 0.9468687772750854, + 0.8370358943939209, + 0.5726983547210693, + 0.9717281460762024, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9386954307556152, + 0.8233251571655273, + 0.9827325344085693, + 0.8356081247329712, + 0.9984025955200195, + 0.9439114332199097, + 1.0, + 1.0, + 0.9384816288948059, + 1.0, + 1.0, + 1.0, + 0.9940864443778992, + 0.8798373341560364, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9633268117904663, + 1.0, + 1.0, + 0.9752699136734009, + 1.0, + 0.9157963395118713, + 0.9187918305397034, + 1.0, + 0.9704142212867737, + 1.0, + 0.8919447064399719, + 0.9985106587409973, + 0.9814707636833191, + 0.9212444424629211, + 1.0, + 1.0, + 0.9599276781082153, + 1.0, + 1.0, + 1.0, + 0.9584904313087463, + 0.8713469505310059, + 1.0, + 0.977558970451355, + 1.0, + 0.9399601221084595, + 1.0, + 1.0, + 1.0, + 0.9003229141235352, + 0.8092758655548096, + 0.9505542516708374, + 0.6539430618286133, + 0.9791741371154785, + 1.0, + 1.0, + 1.0, + 0.9416031837463379, + 1.0, + 1.0, + 1.0, + 0.9257728457450867, + 0.9972901940345764, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8014876842498779, + 0.9790681600570679, + 1.0, + 0.997836709022522, + 0.8644669055938721, + 1.0, + 1.0, + 0.9999394416809082, + 0.9775442481040955, + 0.8743918538093567, + 1.0, + 1.0, + 0.8218708634376526, + 0.9823108911514282, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9685482382774353, + 0.9482680559158325, + 1.0, + 0.789519727230072, + 0.7851282954216003, + 1.0, + 1.0, + 1.0, + 0.8445080518722534, + 1.0, + 0.8797191381454468, + 0.669005811214447, + 0.886975109577179, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999563992023468, + 1.0, + 1.0, + 1.0, + 0.8830277323722839, + 0.8219807147979736, + 1.0, + 0.8780828714370728, + 1.0, + 0.9026075601577759, + 1.0, + 1.0, + 1.0, + 0.892306387424469, + 1.0, + 0.9922882318496704, + 1.0, + 0.864242672920227, + 0.9973190426826477, + 0.873680591583252, + 0.6714739799499512, + 1.0, + 0.9027197957038879, + 1.0, + 0.859160840511322, + 1.0, + 0.987484335899353, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875579476356506, + 1.0, + 0.9016067385673523, + 1.0, + 1.0, + 0.9946292042732239, + 1.0, + 1.0, + 1.0, + 0.961539626121521, + 0.938255786895752, + 0.9888588786125183, + 0.990730881690979, + 0.8632620573043823, + 0.9428765177726746, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9532392024993896, + 1.0, + 1.0, + 0.9891144633293152, + 0.9373894333839417, + 1.0, + 0.9758905172348022, + 0.8404887914657593, + 0.9230693578720093, + 1.0, + 1.0, + 0.9092587828636169, + 0.8346755504608154, + 1.0, + 1.0, + 0.8039602637290955, + 1.0, + 1.0, + 0.9959646463394165, + 1.0, + 0.8972594141960144, + 1.0, + 1.0, + 0.9929889440536499, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9475953578948975, + 1.0, + 1.0, + 0.9776145815849304, + 0.9931581020355225, + 0.9653390049934387, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9474083185195923, + 0.9678956270217896, + 0.8783986568450928, + 1.0, + 0.8043241500854492, + 0.9323508143424988, + 0.9911864995956421, + 1.0, + 1.0, + 0.8590792417526245, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9686753153800964, + 0.9385772347450256, + 1.0, + 0.9491132497787476, + 0.8941672444343567, + 0.9564988613128662, + 1.0, + 1.0, + 0.8976068496704102, + 0.9165031313896179, + 1.0, + 1.0, + 0.9453477263450623, + 1.0, + 0.9216150045394897, + 1.0, + 0.9522092938423157, + 0.8879531621932983, + 0.8474004864692688, + 1.0, + 1.0, + 0.9387381672859192, + 0.9701846241950989, + 1.0, + 0.977009117603302, + 1.0, + 0.9293505549430847, + 1.0, + 0.9644995331764221, + 0.8707284331321716, + 1.0, + 0.9569981098175049, + 1.0, + 1.0, + 0.9294887781143188, + 1.0, + 1.0, + 0.9278736114501953, + 0.8933505415916443, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995189309120178, + 0.9051870107650757, + 1.0, + 0.9865320324897766, + 0.8861803412437439, + 1.0, + 0.8321718573570251, + 0.9947575926780701, + 0.9693494439125061, + 1.0, + 1.0, + 1.0, + 0.967849850654602, + 1.0, + 0.9735745191574097, + 0.9645563364028931, + 0.9758844971656799, + 0.9706252813339233, + 1.0, + 0.9623953104019165, + 0.9977700114250183, + 1.0, + 0.987175464630127, + 1.0, + 0.8932477235794067, + 0.9905900359153748, + 1.0, + 1.0, + 0.9110376834869385, + 1.0, + 1.0, + 1.0, + 0.9011445045471191, + 0.9964655041694641, + 1.0, + 1.0, + 0.962558388710022, + 0.9134494662284851, + 1.0, + 1.0, + 0.9584475755691528, + 1.0, + 1.0, + 1.0, + 0.9981318712234497, + 0.9958053827285767, + 0.9951633214950562, + 0.8701630234718323, + 0.9658050537109375, + 0.9385391473770142, + 0.994407594203949, + 1.0, + 0.9971083402633667, + 1.0, + 0.9882690906524658, + 0.8234168887138367, + 0.9202892780303955, + 0.8642604351043701, + 0.9923819303512573, + 1.0, + 1.0, + 1.0, + 0.9483863711357117, + 1.0, + 1.0, + 0.9807333946228027, + 0.9565477967262268, + 1.0, + 0.9519132375717163, + 0.9858224987983704, + 1.0, + 0.8915799856185913, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9012170433998108, + 1.0, + 1.0, + 0.9715795516967773, + 1.0, + 1.0, + 0.9956772923469543, + 1.0, + 0.9112548828125, + 1.0, + 0.9130740165710449, + 0.9262046813964844, + 1.0, + 0.9040460586547852, + 1.0, + 0.9381841421127319, + 1.0, + 0.8886616230010986, + 1.0, + 0.9733138084411621, + 0.9933080077171326, + 0.9132302403450012, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9369905591011047, + 0.9059856534004211, + 0.9799136519432068, + 0.9631221890449524, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9659924507141113, + 0.9654413461685181, + 0.8423243761062622, + 0.9467847347259521, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9054353833198547, + 0.9277228713035583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9812456369400024, + 0.7783297896385193, + 1.0, + 0.8604914546012878, + 0.9883732795715332, + 0.9836908578872681, + 1.0, + 1.0, + 0.9083511829376221, + 1.0, + 0.953332781791687, + 1.0, + 0.9769598245620728, + 1.0, + 0.9188831448554993, + 0.7859490513801575, + 1.0, + 0.9349765777587891, + 0.9689347147941589, + 0.9571245908737183, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9872344732284546, + 1.0, + 0.9031620621681213, + 0.9052690267562866, + 1.0, + 1.0, + 0.9230058193206787, + 1.0, + 1.0, + 1.0, + 0.9943869113922119, + 0.9342021346092224, + 1.0, + 0.9376625418663025, + 0.9599208831787109, + 0.9119565486907959, + 1.0, + 1.0, + 0.9357552528381348, + 1.0, + 1.0, + 1.0, + 0.8678527474403381, + 1.0, + 0.9157037138938904, + 1.0, + 0.9669466018676758, + 1.0, + 0.931148886680603, + 1.0, + 1.0, + 0.9554758667945862, + 1.0, + 0.9857873320579529, + 1.0, + 0.9057253003120422, + 0.937440812587738, + 1.0, + 0.9355380535125732, + 1.0, + 1.0, + 0.9511435031890869, + 0.9883227944374084, + 0.8801994323730469, + 1.0, + 0.9900874495506287, + 1.0, + 0.9936885833740234, + 1.0, + 1.0, + 0.8146360516548157, + 0.9817406535148621, + 0.9537031650543213, + 1.0, + 0.943973958492279, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9387129545211792, + 1.0, + 0.9271347522735596, + 0.9327874779701233, + 0.9333227872848511, + 1.0, + 1.0, + 0.9999289512634277, + 0.82554030418396, + 1.0, + 0.9935701489448547, + 1.0, + 1.0, + 0.9200136065483093, + 1.0, + 1.0, + 0.9874909520149231, + 0.8649161458015442, + 1.0, + 1.0, + 0.9493773579597473, + 1.0, + 1.0, + 1.0, + 0.993486762046814, + 0.9542776346206665, + 1.0, + 0.9409599900245667, + 0.799739420413971, + 1.0, + 0.9535413980484009, + 0.9909971356391907, + 1.0, + 0.9660843014717102, + 1.0, + 1.0, + 0.9706535339355469, + 0.9638684391975403, + 0.7713661193847656, + 0.9195836782455444, + 1.0, + 1.0, + 1.0, + 0.952020525932312, + 1.0, + 1.0, + 0.9967066645622253, + 0.9686143398284912, + 0.9347043633460999, + 0.9766364097595215, + 1.0, + 0.993747353553772, + 1.0, + 0.9270379543304443, + 1.0, + 1.0, + 0.9339814186096191, + 0.8841498494148254, + 0.9836304783821106, + 1.0, + 0.821253776550293, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9602276086807251, + 1.0, + 1.0, + 0.8478492498397827, + 1.0, + 0.9804530739784241, + 0.9599035978317261, + 1.0, + 0.9880052208900452, + 1.0, + 0.8940693140029907, + 0.8953187465667725, + 1.0, + 0.9696450233459473, + 0.9145157933235168, + 1.0, + 1.0, + 0.9105895161628723, + 1.0, + 1.0, + 1.0, + 0.943831741809845, + 1.0, + 1.0, + 1.0, + 0.9669074416160583, + 0.9353581070899963, + 1.0, + 0.8917861580848694, + 1.0, + 0.9823832511901855, + 0.9634194374084473, + 1.0, + 0.847713828086853, + 0.9889370799064636, + 1.0, + 1.0, + 1.0, + 0.9779855012893677, + 0.9604370594024658, + 1.0, + 0.8449035882949829, + 1.0, + 0.991760790348053, + 1.0, + 1.0, + 1.0, + 0.9996829628944397, + 0.9917718172073364, + 0.8760805726051331, + 1.0, + 0.9221433401107788, + 0.9804649949073792, + 0.7779774069786072, + 0.9304640293121338, + 0.8340370059013367, + 1.0, + 0.9066562056541443, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9672316908836365, + 0.8423792123794556, + 1.0, + 0.8597033023834229, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9448372721672058, + 1.0, + 0.890350341796875, + 1.0, + 1.0, + 0.9665386080741882, + 0.9333223104476929, + 0.9666441679000854, + 1.0, + 1.0, + 0.8468347787857056, + 1.0, + 1.0, + 1.0, + 0.9366480112075806, + 0.9924173951148987, + 1.0, + 1.0, + 1.0, + 1.0, + 0.960711658000946, + 0.9113748073577881, + 0.9254653453826904, + 1.0, + 0.9863194823265076, + 1.0, + 1.0, + 1.0, + 0.9741569757461548, + 0.9763571619987488, + 1.0, + 0.9107911586761475, + 1.0, + 1.0, + 1.0, + 0.9361076951026917, + 0.9892870783805847, + 1.0, + 0.879485547542572, + 0.909874677658081, + 0.9251088500022888, + 1.0, + 1.0, + 0.9004990458488464, + 1.0, + 1.0, + 0.9838964343070984, + 1.0, + 0.906085729598999, + 1.0, + 1.0, + 0.9865939617156982, + 1.0, + 0.9722343683242798, + 1.0, + 0.9524179100990295, + 0.9433258771896362, + 1.0, + 0.9241286516189575, + 1.0, + 1.0, + 1.0, + 0.9043357968330383, + 0.9545732736587524, + 0.9958482980728149, + 1.0, + 0.8785724639892578, + 0.9782710075378418, + 1.0, + 1.0, + 1.0, + 0.956681489944458, + 1.0, + 1.0, + 0.9896015524864197 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_scalar_eval.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..c559c532166899692b1b9c5e4bd4e77e915f2d45 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 3735.699951171875, + "strength": 1070.072998046875, + "max_strength": 1827.599853515625, + "final_strength": 1740.6298828125, + "sample_efficiency": 1.553252957364748e-07, + "training_efficiency": 8.362612788914703e-06, + "stability": 0.9635063409805298 +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_scalar_train.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..c559c532166899692b1b9c5e4bd4e77e915f2d45 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 3735.699951171875, + "strength": 1070.072998046875, + "max_strength": 1827.599853515625, + "final_strength": 1740.6298828125, + "sample_efficiency": 1.553252957364748e-07, + "training_efficiency": 8.362612788914703e-06, + "stability": 0.9635063409805298 +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_train.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..fc0038abf425ee4edbe186ebcd2e0d80d0d39344 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s1_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 3735.699951171875, + "strength": 1070.072998046875, + "max_strength": 1827.599853515625, + "final_strength": 1740.6298828125, + "sample_efficiency": 1.553252957364748e-07, + "training_efficiency": 8.362612788914703e-06, + "stability": 0.9635063409805298 + }, + "local": { + "mean_returns": [ + 1234.77783203125, + 1743.7142333984375, + 2023.11767578125, + 2112.234130859375, + 2202.96923828125, + 2120.871826171875, + 2183.97802734375, + 2227.18994140625, + 2280.929931640625, + 2180.7900390625, + 2208.47998046875, + 2253.510009765625, + 2460.179931640625, + 2435.469970703125, + 2509.840087890625, + 2586.2900390625, + 2630.550048828125, + 2736.75, + 2717.080078125, + 2637.989990234375, + 2535.469970703125, + 2562.85009765625, + 2538.739990234375, + 2566.159912109375, + 2575.31005859375, + 2629.969970703125, + 2768.9599609375, + 2768.47998046875, + 2783.199951171875, + 2848.35009765625, + 2976.739990234375, + 3014.93994140625, + 2919.89990234375, + 2882.510009765625, + 2748.739990234375, + 2904.72998046875, + 2928.22998046875, + 2739.93994140625, + 2666.260009765625, + 2734.969970703125, + 2655.010009765625, + 2776.5400390625, + 2726.199951171875, + 2606.110107421875, + 2697.659912109375, + 2661.929931640625, + 2754.050048828125, + 2711.760009765625, + 2631.169921875, + 2713.06005859375, + 2795.949951171875, + 2978.02001953125, + 2994.010009765625, + 3032.469970703125, + 3102.22998046875, + 3147.27001953125, + 3270.050048828125, + 3268.739990234375, + 3262.760009765625, + 3123.159912109375, + 3068.5, + 3202.639892578125, + 3169.090087890625, + 3111.64990234375, + 3157.60009765625, + 3209.25, + 3221.18994140625, + 3134.64990234375, + 2942.469970703125, + 2831.9599609375, + 2872.1298828125, + 2973.5400390625, + 2858.60009765625, + 2795.5400390625, + 2812.02001953125, + 2890.06005859375, + 3087.969970703125, + 3105.85009765625, + 3057.030029296875, + 2946.030029296875, + 2937.10009765625, + 2958.27001953125, + 3060.239990234375, + 2910.989990234375, + 3058.780029296875, + 2984.60009765625, + 3017.550048828125, + 3190.739990234375, + 3147.820068359375, + 3211.39990234375, + 3239.0, + 3212.5, + 3215.139892578125, + 3269.85009765625, + 3299.3798828125, + 3129.969970703125, + 3106.530029296875, + 2953.7099609375, + 2923.89990234375, + 2883.800048828125, + 2784.330078125, + 2901.35009765625, + 2817.18994140625, + 2866.06005859375, + 2827.47998046875, + 2919.43994140625, + 2970.1201171875, + 3056.860107421875, + 2964.010009765625, + 3182.080078125, + 3202.89990234375, + 3268.820068359375, + 3317.659912109375, + 3179.909912109375, + 2999.610107421875, + 3090.2099609375, + 3000.3701171875, + 3032.75, + 3136.169921875, + 3121.340087890625, + 3191.919921875, + 3174.0, + 3111.590087890625, + 3091.489990234375, + 3073.610107421875, + 2936.780029296875, + 2872.6298828125, + 2959.360107421875, + 2968.4599609375, + 2919.830078125, + 2823.969970703125, + 2722.489990234375, + 2806.489990234375, + 2745.56005859375, + 2756.35009765625, + 2712.4599609375, + 2851.72998046875, + 2921.010009765625, + 3053.1201171875, + 3021.280029296875, + 3097.06005859375, + 3027.090087890625, + 3043.469970703125, + 2904.10009765625, + 2747.800048828125, + 2714.699951171875, + 2560.110107421875, + 2548.89990234375, + 2501.0, + 2611.590087890625, + 2756.47998046875, + 2811.6298828125, + 2933.070068359375, + 3070.18994140625, + 3082.39990234375, + 3135.2900390625, + 3095.260009765625, + 3092.050048828125, + 3141.889892578125, + 3037.47998046875, + 2889.0, + 2800.68994140625, + 2769.949951171875, + 2869.080078125, + 2816.590087890625, + 2789.929931640625, + 2755.010009765625, + 2774.949951171875, + 2813.4599609375, + 2744.60009765625, + 2601.4599609375, + 2596.570068359375, + 2851.889892578125, + 2986.659912109375, + 2968.050048828125, + 2945.919921875, + 3018.570068359375, + 3019.8701171875, + 2872.300048828125, + 2801.2099609375, + 2664.1298828125, + 2902.389892578125, + 2826.929931640625, + 3022.0400390625, + 3051.830078125, + 3168.219970703125, + 3187.929931640625, + 3238.320068359375, + 3191.030029296875, + 3339.25, + 3402.110107421875, + 3427.3798828125, + 3464.570068359375, + 3482.72998046875, + 3612.47998046875, + 3579.699951171875, + 3424.02001953125, + 3476.199951171875, + 3451.68994140625, + 3427.590087890625, + 3473.52001953125, + 3371.199951171875, + 3224.3798828125, + 3319.330078125, + 3114.199951171875, + 3088.219970703125, + 2979.080078125, + 2946.60009765625, + 2855.860107421875, + 2912.3701171875, + 2887.030029296875, + 2819.179931640625, + 2786.840087890625, + 2807.68994140625, + 2978.510009765625, + 3059.449951171875, + 3101.669921875, + 3191.6298828125, + 3164.610107421875, + 3121.659912109375, + 3211.0, + 3153.179931640625, + 3179.739990234375, + 3087.02001953125, + 3121.489990234375, + 3205.85009765625, + 3278.320068359375, + 3326.60009765625, + 3314.050048828125, + 3283.830078125, + 3235.93994140625, + 3319.919921875, + 3176.5400390625, + 3110.10009765625, + 2943.2099609375, + 2909.090087890625, + 3142.989990234375, + 3200.929931640625, + 3171.81005859375, + 3232.22998046875, + 3376.35009765625, + 3329.14990234375, + 3407.169921875, + 2997.10009765625, + 2961.679931640625, + 2914.239990234375, + 2901.6298828125, + 2955.050048828125, + 2999.27001953125, + 3101.489990234375, + 3203.06005859375, + 3284.159912109375, + 3281.669921875, + 3423.590087890625, + 3423.679931640625, + 3303.219970703125, + 3241.1201171875, + 3353.139892578125, + 3512.929931640625, + 3558.340087890625, + 3378.9599609375, + 3450.080078125, + 3598.0400390625, + 3721.89990234375, + 3687.18994140625, + 3509.4599609375, + 3556.550048828125, + 3698.14990234375, + 3636.72998046875, + 3516.139892578125, + 3404.0400390625, + 3302.409912109375, + 3359.75, + 3279.7900390625, + 3161.679931640625, + 3178.239990234375, + 3268.6298828125, + 3300.2099609375, + 3392.1298828125, + 3376.280029296875, + 3374.1298828125, + 3333.830078125, + 3213.530029296875, + 3274.449951171875, + 3164.47998046875, + 3126.110107421875, + 3107.239990234375, + 3006.169921875, + 3199.409912109375, + 3302.699951171875, + 3153.719970703125, + 3212.75, + 3133.75, + 3159.949951171875, + 3160.22998046875, + 3145.080078125, + 3056.02001953125, + 3002.6201171875, + 3005.830078125, + 2968.64990234375, + 2860.669921875, + 2623.679931640625, + 2614.699951171875, + 2670.0400390625, + 2711.219970703125, + 2871.18994140625, + 3088.139892578125, + 3191.929931640625, + 3198.840087890625, + 3358.159912109375, + 3427.860107421875, + 3440.550048828125, + 3371.0, + 3182.85009765625, + 3167.7099609375, + 3026.06005859375, + 3024.909912109375, + 2984.590087890625, + 3045.820068359375, + 3102.56005859375, + 3053.56005859375, + 3260.68994140625, + 3317.06005859375, + 3383.219970703125, + 3376.85009765625, + 3248.179931640625, + 3356.2099609375, + 3397.489990234375, + 3425.75, + 3452.9599609375, + 3705.159912109375, + 3653.85009765625, + 3694.97998046875, + 3753.679931640625, + 3717.8798828125, + 3732.830078125, + 3612.68994140625, + 3506.580078125, + 3563.409912109375, + 3526.2099609375, + 3623.429931640625, + 3481.080078125, + 3479.330078125, + 3457.590087890625, + 3366.89990234375, + 3388.3798828125, + 3482.669921875, + 3435.52001953125, + 3439.830078125, + 3543.590087890625, + 3646.219970703125, + 3590.590087890625, + 3425.330078125, + 3469.550048828125, + 3443.43994140625, + 3530.070068359375, + 3456.580078125, + 3482.60009765625, + 3488.739990234375, + 3510.43994140625, + 3390.389892578125, + 3183.580078125, + 3140.18994140625, + 2851.530029296875, + 2840.169921875, + 2891.5400390625, + 2958.3701171875, + 3024.409912109375, + 2982.4599609375, + 3018.239990234375, + 3106.4599609375, + 3131.219970703125, + 3069.969970703125, + 3067.89990234375, + 3109.889892578125, + 3269.280029296875, + 3303.419921875, + 3323.080078125, + 3327.35009765625, + 3331.8798828125, + 3128.239990234375, + 3111.030029296875, + 3119.639892578125, + 3117.8798828125, + 3007.85009765625, + 3021.090087890625, + 3128.169921875, + 3128.1201171875, + 3109.659912109375, + 3008.719970703125, + 3112.9599609375, + 3199.56005859375, + 3040.39990234375, + 3027.409912109375, + 3071.39990234375, + 3205.419921875, + 3247.820068359375, + 3250.669921875, + 3220.9599609375, + 3173.6298828125, + 3243.239990234375, + 3045.97998046875, + 2886.989990234375, + 3084.75, + 3104.22998046875, + 3173.6201171875, + 3038.719970703125, + 3133.780029296875, + 3034.219970703125, + 2793.199951171875, + 2738.139892578125, + 2765.18994140625, + 2784.860107421875, + 2982.5400390625, + 2985.010009765625, + 3045.780029296875, + 3244.679931640625, + 3288.0, + 3361.590087890625, + 3361.1298828125, + 3388.139892578125, + 3401.5400390625, + 3481.969970703125, + 3344.419921875, + 3159.570068359375, + 3203.300048828125, + 3093.909912109375, + 3105.60009765625, + 3027.72998046875, + 3033.2900390625, + 3212.89990234375, + 3250.860107421875, + 3149.110107421875, + 3242.280029296875, + 3235.06005859375, + 3298.6298828125, + 3163.8798828125, + 3161.580078125, + 3053.510009765625, + 2807.949951171875, + 2868.239990234375, + 2813.550048828125, + 2897.14990234375, + 2813.89990234375, + 2944.449951171875, + 2936.4599609375, + 2982.52001953125, + 3045.7099609375, + 3181.070068359375, + 3231.139892578125, + 3219.6298828125, + 3290.570068359375, + 3193.699951171875, + 3197.2099609375, + 3279.830078125, + 3274.60009765625, + 3420.469970703125, + 3558.2099609375, + 3619.35009765625, + 3568.840087890625, + 3490.8701171875, + 3477.669921875, + 3466.81005859375, + 3308.090087890625, + 3250.85009765625, + 3324.760009765625, + 3392.330078125, + 3422.22998046875, + 3442.81005859375, + 3524.409912109375, + 3598.530029296875, + 3660.820068359375, + 3597.469970703125, + 3608.8798828125, + 3763.0400390625, + 3747.179931640625, + 3656.949951171875, + 3682.27001953125, + 3649.090087890625, + 3434.860107421875, + 3348.02001953125, + 3460.47998046875, + 3551.570068359375, + 3438.550048828125, + 3251.320068359375, + 3280.989990234375, + 3344.360107421875, + 3140.81005859375, + 3141.830078125, + 3284.8798828125, + 3280.929931640625, + 3380.989990234375, + 3270.550048828125, + 3362.56005859375, + 3407.159912109375, + 3399.43994140625, + 3438.280029296875, + 3475.840087890625, + 3557.239990234375, + 3646.580078125, + 3576.330078125, + 3592.580078125, + 3638.159912109375, + 3608.340087890625, + 3599.429931640625, + 3554.60009765625, + 3593.4599609375, + 3705.219970703125, + 3712.81005859375, + 3801.449951171875, + 4002.659912109375, + 4007.4599609375, + 3917.97998046875, + 3866.22998046875, + 3676.510009765625, + 3873.5400390625, + 3566.820068359375, + 3481.530029296875, + 3471.169921875, + 3539.14990234375, + 3599.330078125, + 3417.080078125, + 3505.570068359375, + 3626.60009765625, + 3681.840087890625, + 3850.85009765625, + 3854.989990234375, + 3806.469970703125, + 3714.31005859375, + 3761.43994140625, + 3687.3798828125, + 3541.18994140625, + 3487.4599609375, + 3558.43994140625, + 3583.47998046875, + 3452.679931640625, + 3356.93994140625, + 3476.43994140625, + 3604.989990234375, + 3534.0, + 3536.77001953125, + 3440.300048828125, + 3548.1298828125, + 3488.77001953125, + 3356.25, + 3195.989990234375, + 3391.110107421875, + 3435.7900390625, + 3366.580078125, + 3334.9599609375, + 3383.8701171875, + 3359.090087890625, + 3394.3798828125, + 3317.489990234375, + 3431.949951171875, + 3391.97998046875, + 3251.60009765625, + 3277.169921875, + 3235.409912109375, + 3338.89990234375, + 3344.0400390625, + 3270.85009765625, + 3332.77001953125, + 3430.8798828125, + 3349.75, + 3238.43994140625, + 3324.06005859375, + 3549.489990234375, + 3563.610107421875, + 3567.9599609375, + 3635.889892578125, + 3636.14990234375, + 3635.510009765625, + 3509.4599609375, + 3677.449951171875, + 3658.97998046875, + 3504.989990234375, + 3564.47998046875, + 3353.280029296875, + 3347.7900390625, + 3315.860107421875, + 3383.669921875, + 3516.550048828125, + 3657.830078125, + 3614.3701171875, + 3682.0, + 3645.639892578125, + 3598.159912109375, + 3567.0, + 3529.9599609375, + 3689.919921875, + 3637.8798828125, + 3634.909912109375, + 3693.239990234375, + 3675.449951171875, + 3696.840087890625, + 3548.3701171875, + 3536.679931640625, + 3622.050048828125, + 3637.39990234375, + 3518.9599609375, + 3616.469970703125, + 3651.0400390625, + 3772.22998046875, + 3627.2900390625, + 3622.6201171875, + 3671.7900390625, + 3736.010009765625, + 3682.469970703125, + 3563.340087890625, + 3582.35009765625, + 3625.830078125, + 3570.989990234375, + 3604.840087890625, + 3653.760009765625, + 3837.0400390625, + 3834.179931640625, + 3827.77001953125, + 3820.409912109375, + 3623.7900390625, + 3578.72998046875, + 3500.510009765625, + 3493.830078125, + 3637.489990234375, + 3633.639892578125, + 3664.8701171875, + 3648.929931640625, + 3411.800048828125, + 3323.659912109375, + 3185.530029296875, + 3178.830078125, + 3306.840087890625, + 3355.989990234375, + 3542.929931640625, + 3479.090087890625, + 3586.610107421875, + 3680.449951171875, + 3653.969970703125, + 3595.39990234375, + 3639.06005859375, + 3574.9599609375, + 3556.969970703125, + 3580.260009765625, + 3442.110107421875, + 3552.050048828125, + 3561.43994140625, + 3645.239990234375, + 3723.39990234375, + 3583.389892578125, + 3677.93994140625, + 3729.320068359375, + 3688.8701171875, + 3808.39990234375, + 3904.6201171875, + 3897.7099609375, + 3932.6201171875, + 3788.27001953125, + 3823.550048828125, + 3691.639892578125, + 3589.389892578125, + 3631.7900390625, + 3504.580078125, + 3536.47998046875, + 3460.419921875, + 3464.77001953125, + 3335.760009765625, + 3412.989990234375, + 3383.449951171875, + 3376.239990234375, + 3283.3798828125, + 3349.64990234375, + 3415.510009765625, + 3434.77001953125, + 3495.93994140625, + 3645.489990234375, + 3703.889892578125, + 3707.110107421875, + 3618.830078125, + 3495.409912109375, + 3471.52001953125, + 3428.5400390625, + 3489.27001953125, + 3555.409912109375, + 3589.72998046875, + 3683.679931640625, + 3636.830078125, + 3590.840087890625, + 3388.260009765625, + 3330.669921875, + 3446.7900390625, + 3477.7900390625, + 3586.239990234375, + 3605.889892578125, + 3701.60009765625, + 3778.800048828125, + 3639.530029296875, + 3543.14990234375, + 3561.06005859375, + 3562.760009765625, + 3591.7099609375, + 3634.389892578125, + 3711.909912109375, + 3730.3798828125, + 3754.239990234375, + 3727.080078125, + 3412.080078125, + 3454.510009765625, + 3294.2900390625, + 3282.800048828125, + 3266.8701171875, + 3393.06005859375, + 3470.06005859375, + 3363.3798828125, + 3599.4599609375, + 3539.10009765625, + 3603.7900390625, + 3573.889892578125, + 3696.02001953125, + 3583.27001953125, + 3309.8798828125, + 3377.820068359375, + 3308.1298828125, + 3277.0, + 3235.3701171875, + 3345.02001953125, + 3639.510009765625, + 3761.300048828125, + 3847.699951171875, + 3828.02001953125, + 3944.25, + 3785.610107421875, + 3645.449951171875, + 3675.449951171875, + 3679.919921875, + 3574.139892578125, + 3589.760009765625, + 3614.919921875, + 3649.35009765625, + 3641.81005859375, + 3553.919921875, + 3674.570068359375, + 3589.260009765625, + 3537.830078125, + 3429.3798828125, + 3541.1298828125, + 3611.679931640625, + 3527.800048828125, + 3613.64990234375, + 3687.300048828125, + 3782.510009765625, + 3587.39990234375, + 3607.530029296875, + 3497.820068359375, + 3582.77001953125, + 3540.570068359375, + 3554.25, + 3468.31005859375, + 3564.5400390625, + 3586.47998046875, + 3529.469970703125, + 3627.409912109375, + 3608.6298828125, + 3775.47998046875, + 3636.949951171875, + 3553.68994140625, + 3699.1201171875, + 3609.320068359375, + 3744.7900390625, + 3778.1201171875, + 3706.199951171875, + 3689.85009765625, + 3524.070068359375, + 3818.27001953125, + 3803.280029296875, + 3819.14990234375, + 3809.60009765625, + 3869.110107421875, + 3990.7900390625, + 3678.5, + 3653.43994140625, + 3591.06005859375, + 3643.820068359375, + 3568.8701171875, + 3773.6201171875, + 3964.85009765625, + 3983.18994140625, + 4036.27001953125, + 3930.22998046875, + 3989.429931640625, + 3866.77001953125, + 3761.8701171875, + 3664.800048828125, + 3709.06005859375, + 3715.300048828125, + 3715.199951171875, + 3469.360107421875, + 3470.929931640625, + 3463.43994140625, + 3579.330078125, + 3605.52001953125, + 3501.580078125, + 3657.14990234375, + 3777.780029296875, + 3759.3701171875, + 3563.050048828125, + 3596.469970703125, + 3653.469970703125, + 3585.260009765625, + 3643.050048828125, + 3836.77001953125, + 3976.510009765625, + 3965.6298828125, + 3889.75, + 4076.8798828125, + 3972.330078125, + 3638.639892578125, + 3666.6201171875, + 3603.409912109375, + 3591.72998046875, + 3806.5400390625, + 3755.64990234375, + 3843.5400390625, + 3855.469970703125, + 3810.0, + 3755.659912109375, + 3424.22998046875, + 3334.31005859375, + 3441.010009765625, + 3512.5, + 3732.699951171875, + 3664.25, + 3709.4599609375, + 3869.8701171875, + 3864.719970703125, + 3815.800048828125, + 3717.219970703125, + 3684.25, + 3724.6298828125, + 3715.760009765625, + 3823.139892578125, + 3712.449951171875, + 3937.219970703125, + 3949.830078125, + 3841.31005859375, + 3663.449951171875, + 3641.22998046875, + 3755.199951171875, + 3496.169921875, + 3524.780029296875, + 3629.35009765625, + 3905.8701171875, + 3949.64990234375, + 3884.280029296875, + 3892.47998046875, + 3938.179931640625, + 3689.85009765625, + 3723.14990234375, + 3695.449951171875, + 3639.739990234375, + 3730.010009765625, + 3712.929931640625, + 3895.389892578125, + 3727.030029296875, + 3578.280029296875, + 3608.6298828125, + 3569.090087890625, + 3461.1201171875, + 3551.9599609375, + 3723.889892578125, + 3597.1201171875, + 3615.219970703125, + 3642.469970703125, + 3814.909912109375, + 3730.159912109375, + 3938.2099609375, + 3960.699951171875, + 4133.64990234375, + 4073.169921875, + 3958.93994140625, + 4079.760009765625, + 3887.820068359375, + 3899.989990234375, + 3871.909912109375, + 3814.6298828125, + 3934.300048828125, + 3686.340087890625, + 3671.070068359375, + 3701.31005859375, + 3747.409912109375, + 3851.85009765625, + 3817.820068359375, + 3758.010009765625, + 3759.2099609375, + 3533.830078125, + 3593.81005859375, + 3583.199951171875, + 3594.14990234375, + 3646.0, + 3757.610107421875, + 3757.14990234375, + 3745.2099609375, + 3566.8701171875, + 3648.89990234375, + 3544.35009765625, + 3520.159912109375, + 3250.60009765625, + 3184.919921875, + 3039.06005859375, + 3117.030029296875, + 3041.330078125, + 3144.93994140625, + 3267.929931640625, + 3484.669921875, + 3533.919921875, + 3750.050048828125, + 3795.699951171875, + 3811.469970703125, + 3762.139892578125, + 3532.6298828125, + 3628.9599609375, + 3443.360107421875, + 3520.550048828125, + 3585.719970703125, + 3605.969970703125, + 3690.320068359375, + 3613.9599609375, + 3773.27001953125, + 3612.389892578125, + 3641.780029296875, + 3735.760009765625, + 3687.919921875, + 3595.780029296875, + 3552.760009765625, + 3689.760009765625, + 3732.81005859375, + 3514.280029296875, + 3608.409912109375, + 3638.7900390625, + 3678.860107421875, + 3591.889892578125, + 3582.139892578125, + 3700.179931640625, + 3742.0400390625, + 3810.590087890625, + 3895.840087890625, + 3833.3798828125, + 3698.02001953125, + 3594.27001953125, + 3650.31005859375, + 3631.919921875, + 3669.679931640625, + 3787.530029296875, + 3967.22998046875, + 3924.300048828125, + 3886.0400390625, + 3903.64990234375, + 3761.1298828125, + 3840.219970703125, + 3849.989990234375, + 3977.300048828125, + 3870.52001953125, + 3853.760009765625, + 4029.909912109375, + 3822.159912109375, + 3685.52001953125, + 3582.2099609375, + 3666.47998046875, + 3844.72998046875, + 3691.6298828125, + 3823.219970703125, + 3945.429931640625, + 3919.030029296875, + 3945.6298828125, + 3791.64990234375, + 3960.6201171875, + 4088.840087890625, + 4064.93994140625, + 4121.9599609375, + 4071.5400390625, + 4082.35009765625, + 3997.830078125, + 3901.949951171875, + 3938.679931640625, + 3814.81005859375, + 3848.699951171875, + 3989.64990234375, + 3996.860107421875, + 3835.110107421875, + 3765.64990234375, + 3759.590087890625, + 3892.179931640625, + 3699.580078125, + 3669.300048828125, + 3853.02001953125, + 3981.699951171875, + 4048.030029296875, + 3972.570068359375, + 4040.10009765625, + 4064.969970703125, + 4046.679931640625 + ], + "strengths": [ + -1071.272216796875, + -562.3358154296875, + -282.932373046875, + -193.81591796875, + -103.080810546875, + -185.17822265625, + -122.072021484375, + -78.860107421875, + -25.1201171875, + -125.260009765625, + -97.570068359375, + -52.5400390625, + 154.1298828125, + 129.419921875, + 203.7900390625, + 280.239990234375, + 324.5, + 430.699951171875, + 411.030029296875, + 331.93994140625, + 229.419921875, + 256.800048828125, + 232.68994140625, + 260.10986328125, + 269.260009765625, + 323.919921875, + 462.909912109375, + 462.429931640625, + 477.14990234375, + 542.300048828125, + 670.68994140625, + 708.889892578125, + 613.849853515625, + 576.4599609375, + 442.68994140625, + 598.679931640625, + 622.179931640625, + 433.889892578125, + 360.2099609375, + 428.919921875, + 348.9599609375, + 470.489990234375, + 420.14990234375, + 300.06005859375, + 391.60986328125, + 355.8798828125, + 448.0, + 405.7099609375, + 325.119873046875, + 407.010009765625, + 489.89990234375, + 671.969970703125, + 687.9599609375, + 726.419921875, + 796.179931640625, + 841.219970703125, + 964.0, + 962.68994140625, + 956.7099609375, + 817.10986328125, + 762.449951171875, + 896.58984375, + 863.0400390625, + 805.599853515625, + 851.550048828125, + 903.199951171875, + 915.139892578125, + 828.599853515625, + 636.419921875, + 525.909912109375, + 566.079833984375, + 667.489990234375, + 552.550048828125, + 489.489990234375, + 505.969970703125, + 584.010009765625, + 781.919921875, + 799.800048828125, + 750.97998046875, + 639.97998046875, + 631.050048828125, + 652.219970703125, + 754.18994140625, + 604.93994140625, + 752.72998046875, + 678.550048828125, + 711.5, + 884.68994140625, + 841.77001953125, + 905.349853515625, + 932.949951171875, + 906.449951171875, + 909.08984375, + 963.800048828125, + 993.329833984375, + 823.919921875, + 800.47998046875, + 647.659912109375, + 617.849853515625, + 577.75, + 478.280029296875, + 595.300048828125, + 511.139892578125, + 560.010009765625, + 521.429931640625, + 613.389892578125, + 664.070068359375, + 750.81005859375, + 657.9599609375, + 876.030029296875, + 896.849853515625, + 962.77001953125, + 1011.60986328125, + 873.85986328125, + 693.56005859375, + 784.159912109375, + 694.320068359375, + 726.699951171875, + 830.119873046875, + 815.2900390625, + 885.869873046875, + 867.949951171875, + 805.5400390625, + 785.43994140625, + 767.56005859375, + 630.72998046875, + 566.579833984375, + 653.31005859375, + 662.409912109375, + 613.780029296875, + 517.919921875, + 416.43994140625, + 500.43994140625, + 439.510009765625, + 450.300048828125, + 406.409912109375, + 545.679931640625, + 614.9599609375, + 747.070068359375, + 715.22998046875, + 791.010009765625, + 721.0400390625, + 737.419921875, + 598.050048828125, + 441.75, + 408.64990234375, + 254.06005859375, + 242.849853515625, + 194.949951171875, + 305.5400390625, + 450.429931640625, + 505.579833984375, + 627.02001953125, + 764.139892578125, + 776.349853515625, + 829.239990234375, + 789.2099609375, + 786.0, + 835.83984375, + 731.429931640625, + 582.949951171875, + 494.639892578125, + 463.89990234375, + 563.030029296875, + 510.5400390625, + 483.8798828125, + 448.9599609375, + 468.89990234375, + 507.409912109375, + 438.550048828125, + 295.409912109375, + 290.52001953125, + 545.83984375, + 680.60986328125, + 662.0, + 639.869873046875, + 712.52001953125, + 713.820068359375, + 566.25, + 495.159912109375, + 358.079833984375, + 596.33984375, + 520.8798828125, + 715.989990234375, + 745.780029296875, + 862.169921875, + 881.8798828125, + 932.27001953125, + 884.97998046875, + 1033.199951171875, + 1096.06005859375, + 1121.329833984375, + 1158.52001953125, + 1176.679931640625, + 1306.429931640625, + 1273.64990234375, + 1117.969970703125, + 1170.14990234375, + 1145.639892578125, + 1121.5400390625, + 1167.469970703125, + 1065.14990234375, + 918.329833984375, + 1013.280029296875, + 808.14990234375, + 782.169921875, + 673.030029296875, + 640.550048828125, + 549.81005859375, + 606.320068359375, + 580.97998046875, + 513.1298828125, + 480.7900390625, + 501.639892578125, + 672.4599609375, + 753.39990234375, + 795.619873046875, + 885.579833984375, + 858.56005859375, + 815.60986328125, + 904.949951171875, + 847.1298828125, + 873.68994140625, + 780.969970703125, + 815.43994140625, + 899.800048828125, + 972.27001953125, + 1020.550048828125, + 1008.0, + 977.780029296875, + 929.889892578125, + 1013.869873046875, + 870.489990234375, + 804.050048828125, + 637.159912109375, + 603.0400390625, + 836.93994140625, + 894.8798828125, + 865.760009765625, + 926.179931640625, + 1070.300048828125, + 1023.099853515625, + 1101.119873046875, + 691.050048828125, + 655.6298828125, + 608.18994140625, + 595.579833984375, + 649.0, + 693.219970703125, + 795.43994140625, + 897.010009765625, + 978.10986328125, + 975.619873046875, + 1117.5400390625, + 1117.6298828125, + 997.169921875, + 935.070068359375, + 1047.08984375, + 1206.8798828125, + 1252.2900390625, + 1072.909912109375, + 1144.030029296875, + 1291.989990234375, + 1415.849853515625, + 1381.139892578125, + 1203.409912109375, + 1250.5, + 1392.099853515625, + 1330.679931640625, + 1210.08984375, + 1097.989990234375, + 996.35986328125, + 1053.699951171875, + 973.739990234375, + 855.6298828125, + 872.18994140625, + 962.579833984375, + 994.159912109375, + 1086.079833984375, + 1070.22998046875, + 1068.079833984375, + 1027.780029296875, + 907.47998046875, + 968.39990234375, + 858.429931640625, + 820.06005859375, + 801.18994140625, + 700.119873046875, + 893.35986328125, + 996.64990234375, + 847.669921875, + 906.699951171875, + 827.699951171875, + 853.89990234375, + 854.179931640625, + 839.030029296875, + 749.969970703125, + 696.570068359375, + 699.780029296875, + 662.599853515625, + 554.619873046875, + 317.6298828125, + 308.64990234375, + 363.989990234375, + 405.169921875, + 565.139892578125, + 782.08984375, + 885.8798828125, + 892.7900390625, + 1052.10986328125, + 1121.81005859375, + 1134.5, + 1064.949951171875, + 876.800048828125, + 861.659912109375, + 720.010009765625, + 718.85986328125, + 678.5400390625, + 739.77001953125, + 796.510009765625, + 747.510009765625, + 954.639892578125, + 1011.010009765625, + 1077.169921875, + 1070.800048828125, + 942.1298828125, + 1050.159912109375, + 1091.43994140625, + 1119.699951171875, + 1146.909912109375, + 1399.10986328125, + 1347.800048828125, + 1388.929931640625, + 1447.6298828125, + 1411.829833984375, + 1426.780029296875, + 1306.639892578125, + 1200.530029296875, + 1257.35986328125, + 1220.159912109375, + 1317.3798828125, + 1175.030029296875, + 1173.280029296875, + 1151.5400390625, + 1060.849853515625, + 1082.329833984375, + 1176.619873046875, + 1129.469970703125, + 1133.780029296875, + 1237.5400390625, + 1340.169921875, + 1284.5400390625, + 1119.280029296875, + 1163.5, + 1137.389892578125, + 1224.02001953125, + 1150.530029296875, + 1176.550048828125, + 1182.68994140625, + 1204.389892578125, + 1084.33984375, + 877.530029296875, + 834.139892578125, + 545.47998046875, + 534.119873046875, + 585.489990234375, + 652.320068359375, + 718.35986328125, + 676.409912109375, + 712.18994140625, + 800.409912109375, + 825.169921875, + 763.919921875, + 761.849853515625, + 803.83984375, + 963.22998046875, + 997.369873046875, + 1017.030029296875, + 1021.300048828125, + 1025.829833984375, + 822.18994140625, + 804.97998046875, + 813.58984375, + 811.829833984375, + 701.800048828125, + 715.0400390625, + 822.119873046875, + 822.070068359375, + 803.60986328125, + 702.669921875, + 806.909912109375, + 893.510009765625, + 734.349853515625, + 721.35986328125, + 765.349853515625, + 899.369873046875, + 941.77001953125, + 944.619873046875, + 914.909912109375, + 867.579833984375, + 937.18994140625, + 739.929931640625, + 580.93994140625, + 778.699951171875, + 798.179931640625, + 867.570068359375, + 732.669921875, + 827.72998046875, + 728.169921875, + 487.14990234375, + 432.08984375, + 459.139892578125, + 478.81005859375, + 676.489990234375, + 678.9599609375, + 739.72998046875, + 938.6298828125, + 981.949951171875, + 1055.5400390625, + 1055.079833984375, + 1082.08984375, + 1095.489990234375, + 1175.919921875, + 1038.369873046875, + 853.52001953125, + 897.25, + 787.85986328125, + 799.550048828125, + 721.679931640625, + 727.239990234375, + 906.849853515625, + 944.81005859375, + 843.06005859375, + 936.22998046875, + 929.010009765625, + 992.579833984375, + 857.829833984375, + 855.530029296875, + 747.4599609375, + 501.89990234375, + 562.18994140625, + 507.5, + 591.099853515625, + 507.849853515625, + 638.39990234375, + 630.409912109375, + 676.469970703125, + 739.659912109375, + 875.02001953125, + 925.08984375, + 913.579833984375, + 984.52001953125, + 887.64990234375, + 891.159912109375, + 973.780029296875, + 968.550048828125, + 1114.419921875, + 1252.159912109375, + 1313.300048828125, + 1262.7900390625, + 1184.820068359375, + 1171.619873046875, + 1160.760009765625, + 1002.0400390625, + 944.800048828125, + 1018.7099609375, + 1086.280029296875, + 1116.179931640625, + 1136.760009765625, + 1218.35986328125, + 1292.47998046875, + 1354.77001953125, + 1291.419921875, + 1302.829833984375, + 1456.989990234375, + 1441.1298828125, + 1350.89990234375, + 1376.219970703125, + 1343.0400390625, + 1128.81005859375, + 1041.969970703125, + 1154.429931640625, + 1245.52001953125, + 1132.5, + 945.27001953125, + 974.93994140625, + 1038.31005859375, + 834.760009765625, + 835.780029296875, + 978.829833984375, + 974.8798828125, + 1074.93994140625, + 964.5, + 1056.510009765625, + 1101.10986328125, + 1093.389892578125, + 1132.22998046875, + 1169.7900390625, + 1251.18994140625, + 1340.530029296875, + 1270.280029296875, + 1286.530029296875, + 1332.10986328125, + 1302.2900390625, + 1293.3798828125, + 1248.550048828125, + 1287.409912109375, + 1399.169921875, + 1406.760009765625, + 1495.39990234375, + 1696.60986328125, + 1701.409912109375, + 1611.929931640625, + 1560.179931640625, + 1370.4599609375, + 1567.489990234375, + 1260.77001953125, + 1175.47998046875, + 1165.119873046875, + 1233.099853515625, + 1293.280029296875, + 1111.030029296875, + 1199.52001953125, + 1320.550048828125, + 1375.7900390625, + 1544.800048828125, + 1548.93994140625, + 1500.419921875, + 1408.260009765625, + 1455.389892578125, + 1381.329833984375, + 1235.139892578125, + 1181.409912109375, + 1252.389892578125, + 1277.429931640625, + 1146.6298828125, + 1050.889892578125, + 1170.389892578125, + 1298.93994140625, + 1227.949951171875, + 1230.719970703125, + 1134.25, + 1242.079833984375, + 1182.719970703125, + 1050.199951171875, + 889.93994140625, + 1085.06005859375, + 1129.739990234375, + 1060.530029296875, + 1028.909912109375, + 1077.820068359375, + 1053.0400390625, + 1088.329833984375, + 1011.43994140625, + 1125.89990234375, + 1085.929931640625, + 945.550048828125, + 971.119873046875, + 929.35986328125, + 1032.849853515625, + 1037.989990234375, + 964.800048828125, + 1026.719970703125, + 1124.829833984375, + 1043.699951171875, + 932.389892578125, + 1018.010009765625, + 1243.43994140625, + 1257.56005859375, + 1261.909912109375, + 1329.83984375, + 1330.099853515625, + 1329.4599609375, + 1203.409912109375, + 1371.39990234375, + 1352.929931640625, + 1198.93994140625, + 1258.429931640625, + 1047.22998046875, + 1041.739990234375, + 1009.81005859375, + 1077.619873046875, + 1210.5, + 1351.780029296875, + 1308.320068359375, + 1375.949951171875, + 1339.58984375, + 1292.10986328125, + 1260.949951171875, + 1223.909912109375, + 1383.869873046875, + 1331.829833984375, + 1328.85986328125, + 1387.18994140625, + 1369.39990234375, + 1390.7900390625, + 1242.320068359375, + 1230.6298828125, + 1316.0, + 1331.349853515625, + 1212.909912109375, + 1310.419921875, + 1344.989990234375, + 1466.179931640625, + 1321.239990234375, + 1316.570068359375, + 1365.739990234375, + 1429.9599609375, + 1376.419921875, + 1257.2900390625, + 1276.300048828125, + 1319.780029296875, + 1264.93994140625, + 1298.7900390625, + 1347.7099609375, + 1530.989990234375, + 1528.1298828125, + 1521.719970703125, + 1514.35986328125, + 1317.739990234375, + 1272.679931640625, + 1194.4599609375, + 1187.780029296875, + 1331.43994140625, + 1327.58984375, + 1358.820068359375, + 1342.8798828125, + 1105.75, + 1017.60986328125, + 879.47998046875, + 872.780029296875, + 1000.7900390625, + 1049.93994140625, + 1236.8798828125, + 1173.0400390625, + 1280.56005859375, + 1374.39990234375, + 1347.919921875, + 1289.349853515625, + 1333.010009765625, + 1268.909912109375, + 1250.919921875, + 1274.2099609375, + 1136.06005859375, + 1246.0, + 1255.389892578125, + 1339.18994140625, + 1417.349853515625, + 1277.33984375, + 1371.889892578125, + 1423.27001953125, + 1382.820068359375, + 1502.349853515625, + 1598.570068359375, + 1591.659912109375, + 1626.570068359375, + 1482.219970703125, + 1517.5, + 1385.58984375, + 1283.33984375, + 1325.739990234375, + 1198.530029296875, + 1230.429931640625, + 1154.369873046875, + 1158.719970703125, + 1029.7099609375, + 1106.93994140625, + 1077.39990234375, + 1070.18994140625, + 977.329833984375, + 1043.599853515625, + 1109.4599609375, + 1128.719970703125, + 1189.889892578125, + 1339.43994140625, + 1397.83984375, + 1401.06005859375, + 1312.780029296875, + 1189.35986328125, + 1165.469970703125, + 1122.489990234375, + 1183.219970703125, + 1249.35986328125, + 1283.679931640625, + 1377.6298828125, + 1330.780029296875, + 1284.7900390625, + 1082.2099609375, + 1024.619873046875, + 1140.739990234375, + 1171.739990234375, + 1280.18994140625, + 1299.83984375, + 1395.550048828125, + 1472.75, + 1333.47998046875, + 1237.099853515625, + 1255.010009765625, + 1256.7099609375, + 1285.659912109375, + 1328.33984375, + 1405.85986328125, + 1424.329833984375, + 1448.18994140625, + 1421.030029296875, + 1106.030029296875, + 1148.4599609375, + 988.239990234375, + 976.75, + 960.820068359375, + 1087.010009765625, + 1164.010009765625, + 1057.329833984375, + 1293.409912109375, + 1233.050048828125, + 1297.739990234375, + 1267.83984375, + 1389.969970703125, + 1277.219970703125, + 1003.829833984375, + 1071.77001953125, + 1002.079833984375, + 970.949951171875, + 929.320068359375, + 1038.969970703125, + 1333.4599609375, + 1455.25, + 1541.64990234375, + 1521.969970703125, + 1638.199951171875, + 1479.56005859375, + 1339.39990234375, + 1369.39990234375, + 1373.869873046875, + 1268.08984375, + 1283.7099609375, + 1308.869873046875, + 1343.300048828125, + 1335.760009765625, + 1247.869873046875, + 1368.52001953125, + 1283.2099609375, + 1231.780029296875, + 1123.329833984375, + 1235.079833984375, + 1305.6298828125, + 1221.75, + 1307.599853515625, + 1381.25, + 1476.4599609375, + 1281.349853515625, + 1301.47998046875, + 1191.77001953125, + 1276.719970703125, + 1234.52001953125, + 1248.199951171875, + 1162.260009765625, + 1258.489990234375, + 1280.429931640625, + 1223.419921875, + 1321.35986328125, + 1302.579833984375, + 1469.429931640625, + 1330.89990234375, + 1247.639892578125, + 1393.070068359375, + 1303.27001953125, + 1438.739990234375, + 1472.070068359375, + 1400.14990234375, + 1383.800048828125, + 1218.02001953125, + 1512.219970703125, + 1497.22998046875, + 1513.099853515625, + 1503.550048828125, + 1563.06005859375, + 1684.739990234375, + 1372.449951171875, + 1347.389892578125, + 1285.010009765625, + 1337.77001953125, + 1262.820068359375, + 1467.570068359375, + 1658.800048828125, + 1677.139892578125, + 1730.219970703125, + 1624.179931640625, + 1683.3798828125, + 1560.719970703125, + 1455.820068359375, + 1358.75, + 1403.010009765625, + 1409.25, + 1409.14990234375, + 1163.31005859375, + 1164.8798828125, + 1157.389892578125, + 1273.280029296875, + 1299.469970703125, + 1195.530029296875, + 1351.099853515625, + 1471.72998046875, + 1453.320068359375, + 1257.0, + 1290.419921875, + 1347.419921875, + 1279.2099609375, + 1337.0, + 1530.719970703125, + 1670.4599609375, + 1659.579833984375, + 1583.699951171875, + 1770.829833984375, + 1666.280029296875, + 1332.58984375, + 1360.570068359375, + 1297.35986328125, + 1285.679931640625, + 1500.489990234375, + 1449.599853515625, + 1537.489990234375, + 1549.419921875, + 1503.949951171875, + 1449.60986328125, + 1118.179931640625, + 1028.260009765625, + 1134.9599609375, + 1206.449951171875, + 1426.64990234375, + 1358.199951171875, + 1403.409912109375, + 1563.820068359375, + 1558.669921875, + 1509.75, + 1411.169921875, + 1378.199951171875, + 1418.579833984375, + 1409.7099609375, + 1517.08984375, + 1406.39990234375, + 1631.169921875, + 1643.780029296875, + 1535.260009765625, + 1357.39990234375, + 1335.179931640625, + 1449.14990234375, + 1190.119873046875, + 1218.72998046875, + 1323.300048828125, + 1599.820068359375, + 1643.599853515625, + 1578.22998046875, + 1586.429931640625, + 1632.1298828125, + 1383.800048828125, + 1417.099853515625, + 1389.39990234375, + 1333.68994140625, + 1423.9599609375, + 1406.8798828125, + 1589.33984375, + 1420.97998046875, + 1272.22998046875, + 1302.579833984375, + 1263.0400390625, + 1155.070068359375, + 1245.909912109375, + 1417.83984375, + 1291.070068359375, + 1309.169921875, + 1336.419921875, + 1508.85986328125, + 1424.10986328125, + 1632.159912109375, + 1654.64990234375, + 1827.599853515625, + 1767.119873046875, + 1652.889892578125, + 1773.7099609375, + 1581.77001953125, + 1593.93994140625, + 1565.85986328125, + 1508.579833984375, + 1628.25, + 1380.2900390625, + 1365.02001953125, + 1395.260009765625, + 1441.35986328125, + 1545.800048828125, + 1511.77001953125, + 1451.9599609375, + 1453.159912109375, + 1227.780029296875, + 1287.760009765625, + 1277.14990234375, + 1288.099853515625, + 1339.949951171875, + 1451.56005859375, + 1451.099853515625, + 1439.159912109375, + 1260.820068359375, + 1342.849853515625, + 1238.300048828125, + 1214.10986328125, + 944.550048828125, + 878.869873046875, + 733.010009765625, + 810.97998046875, + 735.280029296875, + 838.889892578125, + 961.8798828125, + 1178.619873046875, + 1227.869873046875, + 1444.0, + 1489.64990234375, + 1505.419921875, + 1456.08984375, + 1226.579833984375, + 1322.909912109375, + 1137.31005859375, + 1214.5, + 1279.669921875, + 1299.919921875, + 1384.27001953125, + 1307.909912109375, + 1467.219970703125, + 1306.33984375, + 1335.72998046875, + 1429.7099609375, + 1381.869873046875, + 1289.72998046875, + 1246.7099609375, + 1383.7099609375, + 1426.760009765625, + 1208.22998046875, + 1302.35986328125, + 1332.739990234375, + 1372.81005859375, + 1285.83984375, + 1276.08984375, + 1394.1298828125, + 1435.989990234375, + 1504.5400390625, + 1589.7900390625, + 1527.329833984375, + 1391.969970703125, + 1288.219970703125, + 1344.260009765625, + 1325.869873046875, + 1363.6298828125, + 1481.47998046875, + 1661.179931640625, + 1618.25, + 1579.989990234375, + 1597.599853515625, + 1455.079833984375, + 1534.169921875, + 1543.93994140625, + 1671.25, + 1564.469970703125, + 1547.7099609375, + 1723.85986328125, + 1516.10986328125, + 1379.469970703125, + 1276.159912109375, + 1360.429931640625, + 1538.679931640625, + 1385.579833984375, + 1517.169921875, + 1639.3798828125, + 1612.97998046875, + 1639.579833984375, + 1485.599853515625, + 1654.570068359375, + 1782.7900390625, + 1758.889892578125, + 1815.909912109375, + 1765.489990234375, + 1776.300048828125, + 1691.780029296875, + 1595.89990234375, + 1632.6298828125, + 1508.760009765625, + 1542.64990234375, + 1683.599853515625, + 1690.81005859375, + 1529.06005859375, + 1459.599853515625, + 1453.5400390625, + 1586.1298828125, + 1393.530029296875, + 1363.25, + 1546.969970703125, + 1675.64990234375, + 1741.97998046875, + 1666.52001953125, + 1734.050048828125, + 1758.919921875, + 1740.6298828125 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 8.278853056253865e-05, + 7.548763096565381e-05, + 7.085082324920222e-05, + 6.848267366876826e-05, + 6.448236672440544e-05, + 6.20514401816763e-05, + 6.054824552848004e-05, + 6.00750936428085e-05, + 5.779416096629575e-05, + 5.612533641397022e-05, + 5.5259490181924775e-05, + 5.792947195004672e-05, + 6.044154361006804e-05, + 6.498367292806506e-05, + 7.27022415958345e-05, + 8.469536260236055e-05, + 0.00010944417590508237, + 0.00015376241935882717, + 0.00023161375429481268, + 0.00036016013473272324, + 0.0009769159369170666, + -0.0016974154859781265, + -0.00041352337575517595, + -0.0002304226072737947, + -0.00014951486082281917, + -9.888286149362102e-05, + -7.345530320890248e-05, + -5.777657133876346e-05, + -4.628044553101063e-05, + -3.69363151548896e-05, + -3.0273438824224286e-05, + -2.6080873794853687e-05, + -2.301259883097373e-05, + -2.106998181261588e-05, + -1.8871449356083758e-05, + -1.698517553450074e-05, + -1.585782774782274e-05, + -1.5018944395706058e-05, + -1.4117867067398038e-05, + -1.3452856364892796e-05, + -1.2639451597351581e-05, + -1.1983046533714514e-05, + -1.155003974417923e-05, + -1.1024906598322559e-05, + -1.0582872164377477e-05, + -1.0068680239783134e-05, + -9.639221389079466e-06, + -9.317546755482908e-06, + -8.940352017816622e-06, + -8.519911716575734e-06, + -7.995209671207704e-06, + -7.5117482083442155e-06, + -7.051799002510961e-06, + -6.598652362299617e-06, + -6.169260814203881e-06, + -5.730014891014434e-06, + -5.3390031098388135e-06, + -4.990494289813796e-06, + -4.720219749287935e-06, + -4.488093054533238e-06, + -4.237002485751873e-06, + -4.0150612221623305e-06, + -3.823482529696776e-06, + -3.6356254895508755e-06, + -3.4510792374931043e-06, + -3.2779005323391175e-06, + -3.1319177651312202e-06, + -3.026239028258715e-06, + -2.9429081678244984e-06, + -2.8570245831360808e-06, + -2.760456936812261e-06, + -2.684131231944775e-06, + -2.6191328288405202e-06, + -2.554405682531069e-06, + -2.4826078970363596e-06, + -2.390962890785886e-06, + -2.3021098058961798e-06, + -2.222866896772757e-06, + -2.1583568923233543e-06, + -2.0973291157133644e-06, + -2.0367938304843847e-06, + -1.9697956759046065e-06, + -1.9182591586286435e-06, + -1.8567108099887264e-06, + -1.8035300399787957e-06, + -1.7499847899671295e-06, + -1.6863423297763802e-06, + -1.6286019217659486e-06, + -1.5693614159317804e-06, + -1.5112029814190464e-06, + -1.457322127862426e-06, + -1.4057213775231503e-06, + -1.3535047855839366e-06, + -1.3021887070863158e-06, + -1.261446868738858e-06, + -1.223376330017345e-06, + -1.193626530948677e-06, + -1.1661009011731949e-06, + -1.141093207479571e-06, + -1.120917545449629e-06, + -1.0964459988827002e-06, + -1.0759786164271645e-06, + -1.0541148185438942e-06, + -1.034265551425051e-06, + -1.0115159057022538e-06, + -9.875777777779149e-07, + -9.613312386136386e-07, + -9.390163313582889e-07, + -9.102452622755663e-07, + -8.818323067316669e-07, + -8.524399959242146e-07, + -8.227227681345539e-07, + -7.979716087902489e-07, + -7.789215601405886e-07, + -7.579961902592913e-07, + -7.399909236482927e-07, + -7.21655283086875e-07, + -7.013144909251423e-07, + -6.819346367592516e-07, + -6.615176175728266e-07, + -6.421313401006046e-07, + -6.246676207410928e-07, + -6.081144761083124e-07, + -5.92376011354645e-07, + -5.79761945118662e-07, + -5.686756594514009e-07, + -5.561703915191174e-07, + -5.437817094389175e-07, + -5.325574647940812e-07, + -5.232765261098393e-07, + -5.159430429557688e-07, + -5.072795943306119e-07, + -4.998015015189594e-07, + -4.922653715766501e-07, + -4.85571604258439e-07, + -4.767370285208017e-07, + -4.669764166465029e-07, + -4.553812402718904e-07, + -4.44538272859063e-07, + -4.3282963702040433e-07, + -4.2240756670253177e-07, + -4.1199029965355294e-07, + -4.0371918430537335e-07, + -3.977149845013628e-07, + -3.922429812064365e-07, + -3.888833646215062e-07, + -3.8570536275983613e-07, + -3.8317870121318265e-07, + -3.792596885432431e-07, + -3.735594589215907e-07, + -3.672617765460018e-07, + -3.5958973398919625e-07, + -3.50432912910037e-07, + -3.4133671533709276e-07, + -3.318426422538323e-07, + -3.23012955050217e-07, + -3.1441396686204826e-07, + -3.0547556661986164e-07, + -2.9782387400700827e-07, + -2.918402515206253e-07, + -2.868449371362658e-07, + -2.8222910941622104e-07, + -2.7671325142364367e-07, + -2.7179086714568257e-07, + -2.671951335742051e-07, + -2.6299156274944835e-07, + -2.586626521861035e-07, + -2.5404625603187014e-07, + -2.501127767118305e-07, + -2.4749459726081113e-07, + -2.4494616468473396e-07, + -2.402195491413295e-07, + -2.3442503049864172e-07, + -2.2889001627390826e-07, + -2.2363323637364374e-07, + -2.178839935140786e-07, + -2.1223074497811467e-07, + -2.0782212573067227e-07, + -2.0402356426529877e-07, + -2.013110673715346e-07, + -1.9685465701968496e-07, + -1.9302068210436119e-07, + -1.8783559596613486e-07, + -1.8253322764394397e-07, + -1.7652301664838888e-07, + -1.705026448917124e-07, + -1.6427333093815832e-07, + -1.5848488033043395e-07, + -1.5187491442247847e-07, + -1.450288209525752e-07, + -1.3819500566114584e-07, + -1.3130863862897968e-07, + -1.2448886366200895e-07, + -1.1711420455640109e-07, + -1.1011623968215645e-07, + -1.041261796785875e-07, + -9.800547928762171e-08, + -9.215570173637389e-08, + -8.656207484136758e-08, + -8.087475578122394e-08, + -7.580334937529187e-08, + -7.152052461378844e-08, + -6.688905074270224e-08, + -6.326519752519744e-08, + -5.981752337902435e-08, + -5.689802407005118e-08, + -5.4160263829317046e-08, + -5.184247697798128e-08, + -4.932062580564889e-08, + -4.6936953879139764e-08, + -4.4858602166186756e-08, + -4.293458033544084e-08, + -4.0950940416450976e-08, + -3.83271618886738e-08, + -3.543214077694756e-08, + -3.242390178570531e-08, + -2.9132287693300896e-08, + -2.5996477859280276e-08, + -2.3067460830361597e-08, + -1.9872928191944084e-08, + -1.6933890734094348e-08, + -1.3953872723959648e-08, + -1.1333622040865521e-08, + -8.64108340437042e-09, + -5.719410278715031e-09, + -2.618214534066965e-09, + 5.769541511213561e-10, + 3.674124560149039e-09, + 6.623705139929825e-09, + 9.379450105484466e-09, + 1.233069291117772e-08, + 1.4820761506939562e-08, + 1.7084428094449322e-08, + 1.8852801986213308e-08, + 2.0505073194954093e-08, + 2.2765920704159726e-08, + 2.514466856951003e-08, + 2.7408940894702027e-08, + 2.979187030405228e-08, + 3.2497371904582906e-08, + 3.503683032590743e-08, + 3.7720241152783274e-08, + 3.937736181569562e-08, + 4.092892069706977e-08, + 4.235013406628241e-08, + 4.372497031113198e-08, + 4.5204576082369385e-08, + 4.6764519368025503e-08, + 4.852971713376064e-08, + 5.04903319153982e-08, + 5.2593719601645716e-08, + 5.465700780860061e-08, + 5.6979452267569286e-08, + 5.9259978257841794e-08, + 6.125942064727496e-08, + 6.310399669473554e-08, + 6.513563022281232e-08, + 6.743523783825367e-08, + 6.977583666412102e-08, + 7.174460137093774e-08, + 7.380706534831916e-08, + 7.60926965881481e-08, + 7.85469254083182e-08, + 8.089172354175389e-08, + 8.289535458061437e-08, + 8.493889680494249e-08, + 8.716959598586982e-08, + 8.925963612682608e-08, + 9.112466159422183e-08, + 9.27874594935929e-08, + 9.427189695543348e-08, + 9.581675186609573e-08, + 9.722188565319811e-08, + 9.84384698199392e-08, + 9.966111491621632e-08, + 1.0099073222136212e-07, + 1.023430442614881e-07, + 1.0379701365081928e-07, + 1.0520657411916545e-07, + 1.065907326847082e-07, + 1.0790164139962144e-07, + 1.0904182090598624e-07, + 1.1024077650745312e-07, + 1.1128835097906631e-07, + 1.122755435289946e-07, + 1.1322725157469904e-07, + 1.1404839739270756e-07, + 1.1508249286862338e-07, + 1.1621942519468575e-07, + 1.1717261827470793e-07, + 1.1817813572179148e-07, + 1.1908349506484228e-07, + 1.2000499793884956e-07, + 1.2091436474293005e-07, + 1.2179562247638387e-07, + 1.2257319781383558e-07, + 1.2328659693139343e-07, + 1.2399472382185195e-07, + 1.2465733334465767e-07, + 1.252058154932456e-07, + 1.2551697636808967e-07, + 1.2581681119172572e-07, + 1.261674356101139e-07, + 1.2655421244289755e-07, + 1.27088398471642e-07, + 1.2781902114511468e-07, + 1.286357758090162e-07, + 1.2944768457145983e-07, + 1.3039075952292478e-07, + 1.313808297709329e-07, + 1.3236636675628688e-07, + 1.3327719727840304e-07, + 1.3401641751897841e-07, + 1.347331988199585e-07, + 1.3532458353893162e-07, + 1.359079817575548e-07, + 1.3645215801716404e-07, + 1.370384268284397e-07, + 1.376618428139409e-07, + 1.38239656166661e-07, + 1.3896793404910568e-07, + 1.3972825740893313e-07, + 1.4052638164230302e-07, + 1.4130790759736556e-07, + 1.4198565168044297e-07, + 1.4273032888922899e-07, + 1.434927554555543e-07, + 1.442630548353918e-07, + 1.4503993384096248e-07, + 1.4597196695831371e-07, + 1.4685426208416175e-07, + 1.4774776957438007e-07, + 1.4866262176838063e-07, + 1.4953904781123128e-07, + 1.504091784454431e-07, + 1.5119240970307146e-07, + 1.519003660632734e-07, + 1.52629993976916e-07, + 1.533266953401835e-07, + 1.540666829669135e-07, + 1.5471610481654352e-07, + 1.5535452746462397e-07, + 1.5597147751122975e-07, + 1.565313851870087e-07, + 1.5709424872056843e-07, + 1.5769691685818543e-07, + 1.5826660160200845e-07, + 1.5882983461779077e-07, + 1.5943508913096593e-07, + 1.600798924528135e-07, + 1.6068774755240156e-07, + 1.6120917223361175e-07, + 1.6174296035842417e-07, + 1.622568532866353e-07, + 1.6280135639590299e-07, + 1.6330525909324933e-07, + 1.6381265766085562e-07, + 1.6431485505563614e-07, + 1.6481834563819575e-07, + 1.652647654282191e-07, + 1.656210031342198e-07, + 1.659551998045572e-07, + 1.661711479528094e-07, + 1.6638030331250775e-07, + 1.666070517103435e-07, + 1.668568074819632e-07, + 1.6712854744582728e-07, + 1.6738135855121072e-07, + 1.6764434462857025e-07, + 1.6793620716271107e-07, + 1.6823324244796822e-07, + 1.6850471240559273e-07, + 1.687720327936404e-07, + 1.6905049449178478e-07, + 1.6937968894126243e-07, + 1.697157188118581e-07, + 1.700534681958743e-07, + 1.7038772170963057e-07, + 1.7071859303996462e-07, + 1.709801296101432e-07, + 1.7123284123954363e-07, + 1.7148489916962717e-07, + 1.717331059580829e-07, + 1.719449329584677e-07, + 1.721580673574863e-07, + 1.7239996452644846e-07, + 1.7263862162053556e-07, + 1.728688090452124e-07, + 1.7306750521584036e-07, + 1.732927330522216e-07, + 1.7353873715819645e-07, + 1.7373821492583374e-07, + 1.7393165308021707e-07, + 1.7413421460332756e-07, + 1.7436902055578685e-07, + 1.7461140089380933e-07, + 1.7485102432601707e-07, + 1.7507977645436767e-07, + 1.7529363560697675e-07, + 1.7552137876464258e-07, + 1.7569868759892415e-07, + 1.7583613498572959e-07, + 1.7601800550437474e-07, + 1.7620186554268003e-07, + 1.7639892746501573e-07, + 1.7656306283697631e-07, + 1.7674595653716096e-07, + 1.769046349409109e-07, + 1.7700945420529024e-07, + 1.771013131701693e-07, + 1.771977906628308e-07, + 1.7729719559156365e-07, + 1.7743585090101988e-07, + 1.7757315617927816e-07, + 1.7772072169464082e-07, + 1.7790524964311771e-07, + 1.7809536245749769e-07, + 1.7829650289513665e-07, + 1.784943464144817e-07, + 1.7869399471237557e-07, + 1.7889280456984125e-07, + 1.7910268468313006e-07, + 1.7928493889485253e-07, + 1.7943240493423218e-07, + 1.795850721464376e-07, + 1.7971710519759654e-07, + 1.7984910982704605e-07, + 1.7996650569784833e-07, + 1.8008306312822242e-07, + 1.8022622327862337e-07, + 1.8037299298612197e-07, + 1.8050189964924357e-07, + 1.8064277185203537e-07, + 1.807803045039691e-07, + 1.809248288964227e-07, + 1.8104768173543562e-07, + 1.811682608376941e-07, + 1.8127194323369622e-07, + 1.813405390294065e-07, + 1.814162686741838e-07, + 1.8148362812553387e-07, + 1.81560963596894e-07, + 1.8162643300456693e-07, + 1.8170747750900773e-07, + 1.8178629090925824e-07, + 1.818695523070346e-07, + 1.819591091134498e-07, + 1.8206327467851224e-07, + 1.8217150454802322e-07, + 1.8227649434265913e-07, + 1.8238763743738673e-07, + 1.824860476062895e-07, + 1.8258309353313962e-07, + 1.826872164656379e-07, + 1.8278885249856103e-07, + 1.8290359093953157e-07, + 1.8302992543794971e-07, + 1.8315969896320894e-07, + 1.8328186968119553e-07, + 1.8339413543344563e-07, + 1.8350286268287164e-07, + 1.83608378279132e-07, + 1.8369760823588877e-07, + 1.8378005961494637e-07, + 1.8386718636520527e-07, + 1.8395815004623728e-07, + 1.8404965373974846e-07, + 1.8414085900531063e-07, + 1.8423644121412508e-07, + 1.8433556192576361e-07, + 1.8443704163928487e-07, + 1.8453151540143153e-07, + 1.846245822889614e-07, + 1.8472614726761094e-07, + 1.8482413111087226e-07, + 1.8491368791728746e-07, + 1.8500267628951406e-07, + 1.8508733035105251e-07, + 1.8515672195462685e-07, + 1.852192070828096e-07, + 1.8528672285356151e-07, + 1.8535772028371866e-07, + 1.8542058910497872e-07, + 1.8547173397109873e-07, + 1.8552316305431304e-07, + 1.8557651060291391e-07, + 1.856182763049219e-07, + 1.8565901882539038e-07, + 1.8570543147689023e-07, + 1.8575040883206384e-07, + 1.8579858362954838e-07, + 1.858405767052318e-07, + 1.8588524142160168e-07, + 1.8593037509617716e-07, + 1.8597383188989625e-07, + 1.8601743079216249e-07, + 1.8606098706186458e-07, + 1.861060638930212e-07, + 1.8615268970734178e-07, + 1.8619530806063267e-07, + 1.8623691744323878e-07, + 1.8627841313900717e-07, + 1.8631747877861926e-07, + 1.8635475385053724e-07, + 1.863893004383499e-07, + 1.8642350596564938e-07, + 1.8645908994585625e-07, + 1.8649330968401046e-07, + 1.865280410129344e-07, + 1.8656555766938254e-07, + 1.8660129796899128e-07, + 1.8663342871150235e-07, + 1.8666287360247225e-07, + 1.8668734469429182e-07, + 1.8671373425149795e-07, + 1.867337005023728e-07, + 1.8675119406452723e-07, + 1.8676739443890256e-07, + 1.8678339586131187e-07, + 1.8679895674722502e-07, + 1.8681130597997253e-07, + 1.868235273150276e-07, + 1.8683579128264682e-07, + 1.8684734470753028e-07, + 1.868589407649779e-07, + 1.8686921521293698e-07, + 1.8687786962345854e-07, + 1.8688477609885012e-07, + 1.8689070202526636e-07, + 1.8689517844450165e-07, + 1.8689816272399185e-07, + 1.869000811893784e-07, + 1.869011185817726e-07, + 1.8690114700348204e-07, + 1.8690029435219913e-07, + 1.8689870273647102e-07, + 1.8689604530663928e-07, + 1.8689210889988317e-07, + 1.8688749037210073e-07, + 1.868819481387618e-07, + 1.8687603642320028e-07, + 1.8686863256789366e-07, + 1.8686077396523615e-07, + 1.868530574711258e-07, + 1.8684590941120405e-07, + 1.868364165602543e-07, + 1.868257584192179e-07, + 1.8681504343476263e-07, + 1.8680397317893949e-07, + 1.8679168078961084e-07, + 1.8677894786378602e-07, + 1.867651064912934e-07, + 1.8675159196845925e-07, + 1.867358321305801e-07, + 1.867199443950085e-07, + 1.8670552037747257e-07, + 1.86690130021816e-07, + 1.8667481072043302e-07, + 1.8665717504973145e-07, + 1.8663884304714884e-07, + 1.86621221587302e-07, + 1.866018806140346e-07, + 1.8658002431948262e-07, + 1.865591627847607e-07, + 1.865399923417499e-07, + 1.865185055294205e-07, + 1.8649156174888049e-07, + 1.8646365163021983e-07, + 1.8643498833625927e-07, + 1.8640410814896313e-07, + 1.8637256005149538e-07, + 1.8634035825471074e-07, + 1.8631061493579182e-07, + 1.8627606834797916e-07, + 1.862413370190552e-07, + 1.862100020844082e-07, + 1.8617649288898974e-07, + 1.8614811381212348e-07, + 1.8611937946388935e-07, + 1.8609104301958723e-07, + 1.8606027651912882e-07, + 1.8602517570798227e-07, + 1.859853853147797e-07, + 1.8594631967516762e-07, + 1.8590466765999736e-07, + 1.8586355565730628e-07, + 1.858233673601717e-07, + 1.8578363381038798e-07, + 1.8574455395992118e-07, + 1.8569983240013244e-07, + 1.8565626191957563e-07, + 1.8561227932423208e-07, + 1.855658524618775e-07, + 1.8551951086465124e-07, + 1.8547194713391946e-07, + 1.8542900193097012e-07, + 1.8538601409545663e-07, + 1.8533955881139264e-07, + 1.8529209455664386e-07, + 1.8524841038924933e-07, + 1.8520074718253454e-07, + 1.8515136446239921e-07, + 1.8509707899738714e-07, + 1.8504772469896125e-07, + 1.849981288160052e-07, + 1.8494623077458527e-07, + 1.8489146214051289e-07, + 1.8483831354387803e-07, + 1.8478937136023887e-07, + 1.847392780973678e-07, + 1.8468709583885357e-07, + 1.8463668993717874e-07, + 1.8458453610037395e-07, + 1.8453003747254115e-07, + 1.8446770866376028e-07, + 1.844051098487398e-07, + 1.843423831360269e-07, + 1.8427958536904043e-07, + 1.8422460357214732e-07, + 1.8417115654756344e-07, + 1.8412066538076033e-07, + 1.8407011737053836e-07, + 1.8401308921056625e-07, + 1.8395589052033756e-07, + 1.8389701494925248e-07, + 1.8383848043868056e-07, + 1.837899930023923e-07, + 1.8374508670149226e-07, + 1.8370600685102545e-07, + 1.836669696331228e-07, + 1.8362189280196617e-07, + 1.8357431486037967e-07, + 1.8351795461057918e-07, + 1.834642091580463e-07, + 1.834052341109782e-07, + 1.8334165474698239e-07, + 1.8327899908854306e-07, + 1.8321878769711475e-07, + 1.8315625993636786e-07, + 1.830964606597263e-07, + 1.8303725823898276e-07, + 1.8297667736533185e-07, + 1.829224061111745e-07, + 1.8286263525624236e-07, + 1.8280213964771974e-07, + 1.8273735236107314e-07, + 1.826685149808327e-07, + 1.826062572263254e-07, + 1.825391393595055e-07, + 1.8246926458687085e-07, + 1.8240115196022089e-07, + 1.8232688603347924e-07, + 1.822476747292967e-07, + 1.821685913228066e-07, + 1.8208758945092995e-07, + 1.8201356510871847e-07, + 1.81937593879411e-07, + 1.8186801753472537e-07, + 1.8180338656748063e-07, + 1.8173639659835317e-07, + 1.8167564519444568e-07, + 1.8161304637942521e-07, + 1.8155411396492127e-07, + 1.8149475522477587e-07, + 1.8144183400181646e-07, + 1.8138472057671606e-07, + 1.813289429719589e-07, + 1.812733358974583e-07, + 1.812223757724496e-07, + 1.8116773503606964e-07, + 1.8110947053173732e-07, + 1.8104998389389948e-07, + 1.809871008617847e-07, + 1.80916131853337e-07, + 1.808419085591595e-07, + 1.8076735841532354e-07, + 1.8069734153414174e-07, + 1.806337337484365e-07, + 1.8057124862025375e-07, + 1.805108951202783e-07, + 1.8044710259346175e-07, + 1.803795726118551e-07, + 1.8031003889973363e-07, + 1.8023526138222223e-07, + 1.8016291392086714e-07, + 1.8009289703968534e-07, + 1.8003379409492481e-07, + 1.7997767542965448e-07, + 1.7991503398206987e-07, + 1.7985053091251757e-07, + 1.7977991717543773e-07, + 1.797080955157071e-07, + 1.7963085952032998e-07, + 1.7954923237084586e-07, + 1.7947520802863437e-07, + 1.7940639907010336e-07, + 1.7933648166490457e-07, + 1.7926636530773976e-07, + 1.7919448680459027e-07, + 1.791201071910109e-07, + 1.7904127957990568e-07, + 1.7896132931127795e-07, + 1.78879943746324e-07, + 1.7880000768855098e-07, + 1.7873770730147953e-07, + 1.7867287738226878e-07, + 1.7861694345810974e-07, + 1.785615495464299e-07, + 1.7850693723175937e-07, + 1.7844500632691052e-07, + 1.7837858479197166e-07, + 1.783181318160132e-07, + 1.7824406484123756e-07, + 1.7817333741732e-07, + 1.7809881569519348e-07, + 1.780259282213592e-07, + 1.7794592110931262e-07, + 1.778723230927426e-07, + 1.7781439964892343e-07, + 1.7775245453321986e-07, + 1.7769441740256298e-07, + 1.776380713636172e-07, + 1.775840274831353e-07, + 1.7752348924204853e-07, + 1.774456990233375e-07, + 1.7736074653385003e-07, + 1.7727072076922923e-07, + 1.771818034512762e-07, + 1.7708610755562404e-07, + 1.7699966292639147e-07, + 1.7692137532776542e-07, + 1.7684126873973582e-07, + 1.767608495129025e-07, + 1.7668655516445142e-07, + 1.7661130868873443e-07, + 1.7653449901899876e-07, + 1.7645561456447467e-07, + 1.7637714222473733e-07, + 1.7630375737098802e-07, + 1.762232386681717e-07, + 1.761477079753604e-07, + 1.7607511892947514e-07, + 1.7600886792479287e-07, + 1.7593595202924917e-07, + 1.7585881550985505e-07, + 1.7578658173533768e-07, + 1.757092036314134e-07, + 1.7562744858423684e-07, + 1.7554003761688364e-07, + 1.7546413744184974e-07, + 1.753869867116009e-07, + 1.753163161311022e-07, + 1.7524054385376076e-07, + 1.7516724426513974e-07, + 1.750930778143811e-07, + 1.7502397042790108e-07, + 1.7494909343440668e-07, + 1.7487285219885962e-07, + 1.7479997893588006e-07, + 1.747212081681937e-07, + 1.7464356005802983e-07, + 1.745559359278559e-07, + 1.744765683042715e-07, + 1.7440214605812798e-07, + 1.7431902676889877e-07, + 1.7424123655018775e-07, + 1.7415534614428907e-07, + 1.7406746621873026e-07, + 1.7398390639300487e-07, + 1.7390131290540012e-07, + 1.7382858175096771e-07, + 1.7373828598010732e-07, + 1.7364891391480342e-07, + 1.735586039330883e-07, + 1.7346890501812595e-07, + 1.7337568181119423e-07, + 1.732752537009219e-07, + 1.7319348444289062e-07, + 1.7311322153545916e-07, + 1.7303665345025365e-07, + 1.7295691634444665e-07, + 1.7288164144702023e-07, + 1.7279415942539345e-07, + 1.7269532293084922e-07, + 1.725954774656202e-07, + 1.72492548244918e-07, + 1.7239602811969235e-07, + 1.7229606896762562e-07, + 1.7220344261659193e-07, + 1.7211708325248765e-07, + 1.7203650770625245e-07, + 1.7195330315189494e-07, + 1.7186974332616956e-07, + 1.717862119221536e-07, + 1.7171726085507544e-07, + 1.7164816767945013e-07, + 1.7157950082946627e-07, + 1.7150392750409083e-07, + 1.714267909846967e-07, + 1.7135580776539427e-07, + 1.7127560170138167e-07, + 1.7118824757744733e-07, + 1.7110201611103548e-07, + 1.7102745175634482e-07, + 1.709508836711393e-07, + 1.7087093340251158e-07, + 1.7079506164918712e-07, + 1.7071575086902158e-07, + 1.7062498613995558e-07, + 1.705260075368642e-07, + 1.7042778210907272e-07, + 1.7033411836564483e-07, + 1.702294980532315e-07, + 1.701311589386023e-07, + 1.7005255870117253e-07, + 1.699723242154505e-07, + 1.6989582718451857e-07, + 1.6982001227461296e-07, + 1.6973156391486555e-07, + 1.6964615667802718e-07, + 1.6955563353349135e-07, + 1.694644566896386e-07, + 1.6937603675160062e-07, + 1.692908568884377e-07, + 1.692251458962346e-07, + 1.6916470713113085e-07, + 1.6909797295738827e-07, + 1.6902700394894055e-07, + 1.68943103062702e-07, + 1.68863266480912e-07, + 1.6878078668014496e-07, + 1.6868897034783004e-07, + 1.6859749507602828e-07, + 1.685089756620073e-07, + 1.6842628269841953e-07, + 1.6834555083278246e-07, + 1.682624883869721e-07, + 1.6817999437535036e-07, + 1.6809126179850864e-07, + 1.680090662148359e-07, + 1.6791378243397048e-07, + 1.678178875863523e-07, + 1.6772837341250124e-07, + 1.6764929000601114e-07, + 1.6757151399815484e-07, + 1.674871583645654e-07, + 1.674178804478288e-07, + 1.673469398610905e-07, + 1.6726994545024354e-07, + 1.6717692119527783e-07, + 1.6708142425159167e-07, + 1.669898495038069e-07, + 1.668978484303807e-07, + 1.6680331782481517e-07, + 1.667232254476403e-07, + 1.66641257237643e-07, + 1.6656092327593797e-07, + 1.66483829389108e-07, + 1.6640159117287112e-07, + 1.6632037613817374e-07, + 1.6622868770355126e-07, + 1.6614677633697283e-07, + 1.660734625374971e-07, + 1.6599844343545556e-07, + 1.6592571228102315e-07, + 1.65859205480956e-07, + 1.6578746908635367e-07, + 1.6570587035857898e-07, + 1.6563160443183733e-07, + 1.655563295344109e-07, + 1.6547950565382052e-07, + 1.653928336509125e-07, + 1.6531107860373595e-07, + 1.6521747170372691e-07, + 1.6512268530277652e-07, + 1.6501812183378206e-07, + 1.6491718213273998e-07, + 1.648228789008499e-07, + 1.6472181130211538e-07, + 1.646317997483493e-07, + 1.6454119133868517e-07, + 1.6445225980987743e-07, + 1.6436665362107306e-07, + 1.6427435411969782e-07, + 1.641961802079095e-07, + 1.6411891579082294e-07, + 1.6403997449288e-07, + 1.6395848945194302e-07, + 1.638711637497181e-07, + 1.6378582756715332e-07, + 1.6370394462228433e-07, + 1.6362204746656062e-07, + 1.6355288323666173e-07, + 1.6348037945590477e-07, + 1.6340850095275528e-07, + 1.6333602559370775e-07, + 1.6326066543115303e-07, + 1.6317909512508777e-07, + 1.6309758166244137e-07, + 1.6301680716424016e-07, + 1.6294610816203203e-07, + 1.628708190537509e-07, + 1.6280142745017656e-07, + 1.627334000886549e-07, + 1.6268047886569548e-07, + 1.626312240432526e-07, + 1.6259012625141622e-07, + 1.6254460888376343e-07, + 1.6250332635081577e-07, + 1.6245618894572544e-07, + 1.6240213085438882e-07, + 1.6233587984970654e-07, + 1.6226687193920952e-07, + 1.6218578480220458e-07, + 1.6210221076562448e-07, + 1.620178124994709e-07, + 1.6193627061511506e-07, + 1.6186761797598592e-07, + 1.6179360784462915e-07, + 1.617300000589239e-07, + 1.6166208638423996e-07, + 1.6159056315245834e-07, + 1.6151793147400895e-07, + 1.614406670569224e-07, + 1.6136769431795983e-07, + 1.612858824273644e-07, + 1.6121310864036786e-07, + 1.611387290267885e-07, + 1.610591908729475e-07, + 1.6098235278150241e-07, + 1.6091068744117365e-07, + 1.6084145215700119e-07, + 1.6076465669812023e-07, + 1.6068551644821127e-07, + 1.6061854068993853e-07, + 1.6054639218054945e-07, + 1.604725952120134e-07, + 1.6039662398270593e-07, + 1.6032552707656578e-07, + 1.6025499860461423e-07, + 1.6017800419376726e-07, + 1.6009875025702058e-07, + 1.6001578728719323e-07, + 1.5992822000043816e-07, + 1.5984419121650717e-07, + 1.597676657638658e-07, + 1.596968957073841e-07, + 1.5962309873884806e-07, + 1.5955035337356094e-07, + 1.5947560427775898e-07, + 1.5939443187562574e-07, + 1.593035392488673e-07, + 1.5921511931082932e-07, + 1.5912887363356276e-07, + 1.590417753050133e-07, + 1.5896253557912132e-07, + 1.5887906101852423e-07, + 1.5879514592143096e-07, + 1.587044238249291e-07, + 1.5861959923313407e-07, + 1.585357836120238e-07, + 1.5844253198338265e-07, + 1.5836062061680423e-07, + 1.5828615573809657e-07, + 1.5821733256871084e-07, + 1.581439903475257e-07, + 1.5806111264282663e-07, + 1.5798656249899068e-07, + 1.5790500640378013e-07, + 1.5781697015881946e-07, + 1.5773046868616802e-07, + 1.5764264560402808e-07, + 1.5756316429360595e-07, + 1.5747473014471325e-07, + 1.5737958847239497e-07, + 1.5728588209640293e-07, + 1.5718926249519427e-07, + 1.5709548506492865e-07, + 1.5700128130902158e-07, + 1.5691168187004223e-07, + 1.5682728360388865e-07, + 1.5674103792662208e-07, + 1.5666142871850752e-07, + 1.5658011420782714e-07, + 1.5649148110696842e-07, + 1.5640259221072483e-07, + 1.5632230088158394e-07, + 1.5624571858552372e-07, + 1.5616954840425024e-07, + 1.560865001692946e-07, + 1.5601361269546032e-07, + 1.559423594699183e-07, + 1.5586157076086238e-07, + 1.557741882152186e-07, + 1.5568345190786204e-07, + 1.555967656940993e-07, + 1.5550671150776907e-07, + 1.554154920313522e-07, + 1.5532535257989366e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.006318449042737484, + 0.0057152011431753635, + 0.005341367796063423, + 0.005153256468474865, + 0.004838606342673302, + 0.004648793023079634, + 0.004532075021415949, + 0.004495655186474323, + 0.004320531617850065, + 0.004192691296339035, + 0.0041264938190579414, + 0.004330274183303118, + 0.004521732218563557, + 0.004867504816502333, + 0.005454523954540491, + 0.006365948356688023, + 0.00824439711868763, + 0.011607038788497448, + 0.017512714490294456, + 0.027262749150395393, + 0.074039027094841, + -0.12878349423408508, + -0.03141115605831146, + -0.01752377115190029, + -0.011386053636670113, + -0.007544633932411671, + -0.0056151458993554115, + -0.004425171762704849, + -0.003552432870492339, + -0.002842862159013748, + -0.002336729085072875, + -0.0020181264262646437, + -0.0017848630668595433, + -0.0016370299272239208, + -0.0014696491416543722, + -0.0013259754050523043, + -0.001240065903402865, + -0.0011761072091758251, + -0.001107372110709548, + -0.0010566184064373374, + -0.0009945075726136565, + -0.0009443274466320872, + -0.000911208800971508, + -0.000871023687068373, + -0.0008371804724447429, + -0.0007977927452884614, + -0.000764878757763654, + -0.0007402125629596412, + -0.0007112741004675627, + -0.0006790008628740907, + -0.0006386787863448262, + -0.000601506675593555, + -0.0005661235190927982, + -0.000531244499143213, + -0.0004981753299944103, + -0.0004643276915885508, + -0.00043417877168394625, + -0.00040729038300924003, + -0.000386409810744226, + -0.00036846514558419585, + -0.00034904206404462457, + -0.00033186262589879334, + -0.0003170234558638185, + -0.00030246266396716237, + -0.0002881486143451184, + -0.0002747067774180323, + -0.0002633677504491061, + -0.0002551469369791448, + -0.000248659955104813, + -0.00024196950835175812, + -0.00023444132239092141, + -0.00022848685330245644, + -0.00022341239673551172, + -0.00021835546067450196, + -0.0002127419866155833, + -0.00020556621893774718, + -0.0001986040297197178, + -0.00019239036191720515, + -0.0001873282017186284, + -0.00018253577582072467, + -0.0001777784782461822, + -0.00017250937526114285, + -0.0001684531889623031, + -0.00016360536392312497, + -0.0001594102941453457, + -0.00015518329746555537, + -0.00015015542157925665, + -0.00014559032570105046, + -0.00014090303739067167, + -0.00013629777822643518, + -0.0001320278679486364, + -0.00012793540372513235, + -0.00012378762767184526, + -0.00011970811465289444, + -0.00011646661732811481, + -0.00011343518417561427, + -0.0001110643643187359, + -0.00010886898235185072, + -0.00010687278700061142, + -0.0001052609586622566, + -0.00010330430814065039, + -0.00010166524589294568, + -9.991291153710335e-05, + -9.832072828430682e-05, + -9.649439016357064e-05, + -9.457107080379501e-05, + -9.246053377864882e-05, + -9.0664645540528e-05, + -8.834723848849535e-05, + -8.605507900938392e-05, + -8.36819235701114e-05, + -8.128050831146538e-05, + -7.927868864499032e-05, + -7.773663674015552e-05, + -7.604131678817794e-05, + -7.458130858140066e-05, + -7.309322245419025e-05, + -7.144094706745818e-05, + -6.986419612076133e-05, + -6.820159615017474e-05, + -6.662154191872105e-05, + -6.519691669382155e-05, + -6.384536391124129e-05, + -6.255917105590925e-05, + -6.152738205855712e-05, + -6.061974636395462e-05, + -5.959499685559422e-05, + -5.857814539922401e-05, + -5.76560378249269e-05, + -5.6892880820669234e-05, + -5.628931467072107e-05, + -5.5575641454197466e-05, + -5.495905134011991e-05, + -5.4337113397195935e-05, + -5.3784191550221294e-05, + -5.3053252486279234e-05, + -5.22449663549196e-05, + -5.12838814756833e-05, + -5.0384329369990155e-05, + -4.9412064981879666e-05, + -4.8545844038017094e-05, + -4.767921200254932e-05, + -4.699048804468475e-05, + -4.6490062231896445e-05, + -4.603325214702636e-05, + -4.575252751237713e-05, + -4.54867331427522e-05, + -4.527521741692908e-05, + -4.494684253586456e-05, + -4.4468783016782254e-05, + -4.394013012642972e-05, + -4.329550938564353e-05, + -4.252492362866178e-05, + -4.175873618805781e-05, + -4.095828626304865e-05, + -4.021315908175893e-05, + -3.948682206100784e-05, + -3.8731101085431874e-05, + -3.808355540968478e-05, + -3.7576694012386724e-05, + -3.715314596774988e-05, + -3.676115011330694e-05, + -3.629227285273373e-05, + -3.587344690458849e-05, + -3.548203676473349e-05, + -3.512368493829854e-05, + -3.475429548416287e-05, + -3.435999678913504e-05, + -3.402370566618629e-05, + -3.3799511584220454e-05, + -3.3581076422706246e-05, + -3.3175561839016154e-05, + -3.267794818384573e-05, + -3.220216240151785e-05, + -3.174985613441095e-05, + -3.1254701752914116e-05, + -3.0767339922022074e-05, + -3.0386907383217476e-05, + -3.0058594347792678e-05, + -2.9823924705851823e-05, + -2.9438002457027324e-05, + -2.910566036007367e-05, + -2.8655755158979446e-05, + -2.8195223421789706e-05, + -2.7672695068758912e-05, + -2.714876245590858e-05, + -2.66057722910773e-05, + -2.6100709874299355e-05, + -2.5523384465486743e-05, + -2.4924827812355943e-05, + -2.4326735001523048e-05, + -2.372342351009138e-05, + -2.3125325242290273e-05, + -2.2477885067928582e-05, + -2.1862866560695693e-05, + -2.133554153260775e-05, + -2.0796136595890857e-05, + -2.0280052922316827e-05, + -1.9786029952229e-05, + -1.9283183064544573e-05, + -1.8834296497516334e-05, + -1.845478982431814e-05, + -1.8043927411781624e-05, + -1.772188625182025e-05, + -1.7415157344657928e-05, + -1.715512371447403e-05, + -1.6911000784602948e-05, + -1.6704088920960203e-05, + -1.6478703400935046e-05, + -1.6265423255390488e-05, + -1.6079247870948166e-05, + -1.5906696717138402e-05, + -1.57284830493154e-05, + -1.5492483726120554e-05, + -1.5231784345814958e-05, + -1.4960574844735675e-05, + -1.4663470210507512e-05, + -1.438009348930791e-05, + -1.4115091289568227e-05, + -1.3825722817273345e-05, + -1.355901167698903e-05, + -1.3288257832755335e-05, + -1.3049903827777598e-05, + -1.2804675861843862e-05, + -1.2538254850369412e-05, + -1.2255118235771079e-05, + -1.1963041288254317e-05, + -1.1679570889100432e-05, + -1.1409270882722922e-05, + -1.1156256732647307e-05, + -1.0884951734624337e-05, + -1.0655752703314647e-05, + -1.044712644215906e-05, + -1.0283939445798751e-05, + -1.013126802718034e-05, + -9.92209606920369e-06, + -9.701729140942916e-06, + -9.491559467278421e-06, + -9.27008568396559e-06, + -9.018301170726772e-06, + -8.781656106293667e-06, + -8.531260391464457e-06, + -8.376422556466423e-06, + -8.231252650148235e-06, + -8.098097168840468e-06, + -7.96911172074033e-06, + -7.830018148524687e-06, + -7.683172043471131e-06, + -7.516774530813564e-06, + -7.331699634960387e-06, + -7.132871360227e-06, + -6.93756055625272e-06, + -6.717407359246863e-06, + -6.500921244878555e-06, + -6.3108454924076796e-06, + -6.135128842288395e-06, + -5.941312338109128e-06, + -5.721612069464754e-06, + -5.497667189047206e-06, + -5.309019798005465e-06, + -5.11110010847915e-06, + -4.891436674370198e-06, + -4.655212251236662e-06, + -4.429029559105402e-06, + -4.235459527990315e-06, + -4.0377276491199154e-06, + -3.821549853455508e-06, + -3.6186829674988985e-06, + -3.43736996910593e-06, + -3.275458993812208e-06, + -3.130682443952537e-06, + -2.97976725960325e-06, + -2.842186404450331e-06, + -2.7228713861404685e-06, + -2.602763743198011e-06, + -2.4719308839848964e-06, + -2.3386407974612666e-06, + -2.195090473833261e-06, + -2.05568744604534e-06, + -1.91856270248536e-06, + -1.7883839973364957e-06, + -1.6749630731283105e-06, + -1.555487187943072e-06, + -1.4509128050121944e-06, + -1.3521928394766292e-06, + -1.2568528973133652e-06, + -1.1744454013751238e-06, + -1.0704799251470831e-06, + -9.559693125993363e-07, + -8.597245937380649e-07, + -7.580112537652894e-07, + -6.662607461294101e-07, + -5.727004577238404e-07, + -4.802006969839567e-07, + -3.9039153421072115e-07, + -3.110004911377473e-07, + -2.3802327575594973e-07, + -1.653977932392081e-07, + -9.731008532298802e-08, + -4.084071392185251e-08, + -8.744029500462602e-09, + 2.224735240474729e-08, + 5.8555951198968614e-08, + 9.868958983361154e-08, + 1.5422509136442386e-07, + 2.3033639706682152e-07, + 3.156446837238036e-07, + 4.006181200111314e-07, + 4.995169433641422e-07, + 6.035567139406339e-07, + 7.07330912064208e-07, + 8.034371035137156e-07, + 8.815981118459604e-07, + 9.575450121701579e-07, + 1.0203815463682986e-06, + 1.0824988976310124e-06, + 1.1405659279262181e-06, + 1.203256601911562e-06, + 1.2700648994723451e-06, + 1.332120518782176e-06, + 1.4105062291491777e-06, + 1.4925203686289024e-06, + 1.5788051541676396e-06, + 1.6635423207844724e-06, + 1.7371911553709651e-06, + 1.818297391764645e-06, + 1.9015263887922629e-06, + 1.9858091491187224e-06, + 2.071009930659784e-06, + 2.173467464672285e-06, + 2.270685172334197e-06, + 2.3694437913945876e-06, + 2.4708037926757243e-06, + 2.5681431452539982e-06, + 2.665020701897447e-06, + 2.752437239905703e-06, + 2.831652636814397e-06, + 2.913498747147969e-06, + 2.9918494419689523e-06, + 3.0752823931834428e-06, + 3.148747737213853e-06, + 3.22115738526918e-06, + 3.291318080300698e-06, + 3.3551584692759207e-06, + 3.419510221647215e-06, + 3.4885993045463692e-06, + 3.5540863336791517e-06, + 3.6190101582178613e-06, + 3.6890230603603413e-06, + 3.7638180856447434e-06, + 3.834530161839211e-06, + 3.8953580769884866e-06, + 3.957811713917181e-06, + 4.018110757897375e-06, + 4.0821905713528395e-06, + 4.141667432122631e-06, + 4.201738647680031e-06, + 4.261417871020967e-06, + 4.3214322431595065e-06, + 4.374810032459209e-06, + 4.4175358198117465e-06, + 4.457744125829777e-06, + 4.4838079702458344e-06, + 4.509132850216702e-06, + 4.536675987765193e-06, + 4.567134055832867e-06, + 4.600383363140281e-06, + 4.631417141354177e-06, + 4.6638069761684164e-06, + 4.6998743528092746e-06, + 4.736702521768166e-06, + 4.770475698023802e-06, + 4.803847787115956e-06, + 4.838731456402456e-06, + 4.880144842900336e-06, + 4.922568678011885e-06, + 4.9653590394882485e-06, + 5.007860636396799e-06, + 5.050084382673958e-06, + 5.083580617792904e-06, + 5.11606594955083e-06, + 5.148589025338879e-06, + 5.180736479815096e-06, + 5.208296897762921e-06, + 5.236133802100085e-06, + 5.267847882350907e-06, + 5.299260919855442e-06, + 5.32968033439829e-06, + 5.356040674087126e-06, + 5.386040356825106e-06, + 5.418940872914391e-06, + 5.4457491387438495e-06, + 5.471852091432083e-06, + 5.499301551026292e-06, + 5.531253464141628e-06, + 5.564376806432847e-06, + 5.597263225354254e-06, + 5.628794951917371e-06, + 5.6584030971862376e-06, + 5.690072157449322e-06, + 5.71485907130409e-06, + 5.734159003623063e-06, + 5.759813120675972e-06, + 5.785869689134415e-06, + 5.813927145936759e-06, + 5.8374052969156764e-06, + 5.863691058038967e-06, + 5.886607141292188e-06, + 5.901829354115762e-06, + 5.915237125009298e-06, + 5.9293870435794815e-06, + 5.944039912719745e-06, + 5.96458266954869e-06, + 5.985029474686598e-06, + 6.007116553519154e-06, + 6.034881607774878e-06, + 6.063635282771429e-06, + 6.0942461459490005e-06, + 6.124516858108109e-06, + 6.1552309489343315e-06, + 6.1859877860115375e-06, + 6.218636372068431e-06, + 6.247150849958416e-06, + 6.2703561525268015e-06, + 6.2945200625108555e-06, + 6.315558039204916e-06, + 6.336716978694312e-06, + 6.355647201417014e-06, + 6.374560143740382e-06, + 6.397930519597139e-06, + 6.422040769393789e-06, + 6.443349320761627e-06, + 6.466786999226315e-06, + 6.489817224064609e-06, + 6.514198503282387e-06, + 6.535065040225163e-06, + 6.555681920872303e-06, + 6.573533028131351e-06, + 6.585424216609681e-06, + 6.598645541089354e-06, + 6.610492164327297e-06, + 6.624187335546594e-06, + 6.635875706706429e-06, + 6.650456271017902e-06, + 6.6647394305618946e-06, + 6.67994208924938e-06, + 6.696425316476962e-06, + 6.71574889565818e-06, + 6.735984243277926e-06, + 6.755774847988505e-06, + 6.776893314963672e-06, + 6.7957653300254606e-06, + 6.814532753196545e-06, + 6.8348413151397835e-06, + 6.8548401941370685e-06, + 6.877615305711515e-06, + 6.902920631546294e-06, + 6.929152277734829e-06, + 6.954081072763074e-06, + 6.9772268034284934e-06, + 6.999860943324165e-06, + 7.022040335868951e-06, + 7.040985565254232e-06, + 7.058672053972259e-06, + 7.077552254486363e-06, + 7.097477464412805e-06, + 7.117733730410691e-06, + 7.138142791518476e-06, + 7.159795586630935e-06, + 7.182504759839503e-06, + 7.206027021311456e-06, + 7.228186404972803e-06, + 7.2502812145103235e-06, + 7.27469250705326e-06, + 7.298539458133746e-06, + 7.320621989492793e-06, + 7.342870503634913e-06, + 7.364325028902385e-06, + 7.38215385354124e-06, + 7.398439265671186e-06, + 7.416291737172287e-06, + 7.435340194206219e-06, + 7.45246916267206e-06, + 7.4666204454842955e-06, + 7.481072771042818e-06, + 7.4963236329494976e-06, + 7.508466751460219e-06, + 7.5205120992904995e-06, + 7.534484211646486e-06, + 7.548262601630995e-06, + 7.563300187030109e-06, + 7.576655661978293e-06, + 7.5911375461146235e-06, + 7.606087820022367e-06, + 7.620777523698052e-06, + 7.63582738727564e-06, + 7.651207852177322e-06, + 7.667475074413233e-06, + 7.684703632548917e-06, + 7.700839887547772e-06, + 7.716994332440663e-06, + 7.733527127129491e-06, + 7.749518772470765e-06, + 7.765217560518067e-06, + 7.78019784775097e-06, + 7.795468263793737e-06, + 7.811869181750808e-06, + 7.828160050848965e-06, + 7.845264008210506e-06, + 7.86441614764044e-06, + 7.883363650762476e-06, + 7.901096068962943e-06, + 7.918036317278165e-06, + 7.932731932669412e-06, + 7.949332029966172e-06, + 7.962521522131283e-06, + 7.974680556799285e-06, + 7.98659948486602e-06, + 7.999074114195537e-06, + 8.012020771275274e-06, + 8.023018381209113e-06, + 8.034761776798405e-06, + 8.047541086853016e-06, + 8.060696927714162e-06, + 8.0752852227306e-06, + 8.089724360615946e-06, + 8.103534128167666e-06, + 8.11633526609512e-06, + 8.12941652839072e-06, + 8.141679245454725e-06, + 8.152514965331648e-06, + 8.162762242136523e-06, + 8.173500646080356e-06, + 8.184325452020857e-06, + 8.193932444555685e-06, + 8.202639946830459e-06, + 8.21224330138648e-06, + 8.222777978517115e-06, + 8.232620530179702e-06, + 8.242370313382708e-06, + 8.251254257629625e-06, + 8.260871254606172e-06, + 8.269922545878217e-06, + 8.27787062007701e-06, + 8.2845344877569e-06, + 8.292583515867591e-06, + 8.300869922095444e-06, + 8.30856242828304e-06, + 8.315943887282629e-06, + 8.323590918735135e-06, + 8.330978744197637e-06, + 8.338529369211756e-06, + 8.345469723280985e-06, + 8.353118573722895e-06, + 8.360412721231114e-06, + 8.366693691641558e-06, + 8.373074706469197e-06, + 8.379116479773074e-06, + 8.385756700590719e-06, + 8.392355994146783e-06, + 8.398422323807608e-06, + 8.404806067119353e-06, + 8.411729140789248e-06, + 8.41808105178643e-06, + 8.423690815106966e-06, + 8.429748049820773e-06, + 8.437059477728326e-06, + 8.444363629678264e-06, + 8.451601388514973e-06, + 8.459133823635057e-06, + 8.466582585242577e-06, + 8.473933121422306e-06, + 8.480504220642615e-06, + 8.487897503073327e-06, + 8.49509615363786e-06, + 8.50139531394234e-06, + 8.507924576406367e-06, + 8.513290595146827e-06, + 8.51856566441711e-06, + 8.523626092937775e-06, + 8.528962098353077e-06, + 8.534882908861618e-06, + 8.54140853334684e-06, + 8.547642210032791e-06, + 8.5541105363518e-06, + 8.56032329465961e-06, + 8.566236829210538e-06, + 8.57194208947476e-06, + 8.577407243137714e-06, + 8.583503586123697e-06, + 8.58929161040578e-06, + 8.594987775722984e-06, + 8.600853107054718e-06, + 8.606562914792448e-06, + 8.612281817477196e-06, + 8.617320418125018e-06, + 8.622253517387435e-06, + 8.62745764607098e-06, + 8.632648132333998e-06, + 8.63731202116469e-06, + 8.642281500215176e-06, + 8.64731100591598e-06, + 8.652713404444512e-06, + 8.657511898491066e-06, + 8.662234904477373e-06, + 8.667063411849085e-06, + 8.672045623825397e-06, + 8.676769539306406e-06, + 8.681023246026598e-06, + 8.685278771736193e-06, + 8.689615242474247e-06, + 8.693711606611032e-06, + 8.697854354977608e-06, + 8.702098966750782e-06, + 8.706846529094037e-06, + 8.711510417924728e-06, + 8.716080628801137e-06, + 8.720557161723264e-06, + 8.724390681891236e-06, + 8.728037755645346e-06, + 8.731408343010116e-06, + 8.734717084735166e-06, + 8.738368705962785e-06, + 8.74195211508777e-06, + 8.745561899559107e-06, + 8.749071639613248e-06, + 8.751915629545692e-06, + 8.754492228035815e-06, + 8.756686838751193e-06, + 8.758833246247377e-06, + 8.76126068760641e-06, + 8.763769073993899e-06, + 8.766676728555467e-06, + 8.769388841756154e-06, + 8.772299224801827e-06, + 8.775370588409714e-06, + 8.778330993663985e-06, + 8.781112228462007e-06, + 8.783938028500415e-06, + 8.78658738656668e-06, + 8.789153071120381e-06, + 8.791721484158188e-06, + 8.79396975506097e-06, + 8.796391739451792e-06, + 8.798788257990964e-06, + 8.801297553873155e-06, + 8.803902346699033e-06, + 8.806212463241536e-06, + 8.808645361568779e-06, + 8.811120096652303e-06, + 8.813476597424597e-06, + 8.815985893306788e-06, + 8.818599781079683e-06, + 8.821148185234051e-06, + 8.823696589388419e-06, + 8.82596941664815e-06, + 8.828253157844301e-06, + 8.830294973449782e-06, + 8.832144885673188e-06, + 8.834014806780033e-06, + 8.835669177642558e-06, + 8.837329005473293e-06, + 8.838852409098763e-06, + 8.840346708893776e-06, + 8.84165183379082e-06, + 8.84302153281169e-06, + 8.84432483871933e-06, + 8.845589036354795e-06, + 8.846715900290292e-06, + 8.847890967444982e-06, + 8.849109690345358e-06, + 8.850317499309313e-06, + 8.851559869071934e-06, + 8.852926839608699e-06, + 8.854314728523605e-06, + 8.855667147145141e-06, + 8.856899512466043e-06, + 8.857983630150557e-06, + 8.859015906637069e-06, + 8.85998088051565e-06, + 8.860966772772372e-06, + 8.861983587848954e-06, + 8.862994036462624e-06, + 8.864044502843171e-06, + 8.865025847626384e-06, + 8.865939889801666e-06, + 8.866684765962418e-06, + 8.867365067999344e-06, + 8.868094482750166e-06, + 8.868815712048672e-06, + 8.869579687598161e-06, + 8.870325473253615e-06, + 8.871091267792508e-06, + 8.871865247783717e-06, + 8.872535545378923e-06, + 8.873127626429778e-06, + 8.873701517586596e-06, + 8.874248123902362e-06, + 8.874782906787004e-06, + 8.875306775735226e-06, + 8.875830644683447e-06, + 8.876329047780018e-06, + 8.876805623003747e-06, + 8.8772430899553e-06, + 8.877559594111517e-06, + 8.877864274836611e-06, + 8.87810529093258e-06, + 8.878328117134515e-06, + 8.878527296474203e-06, + 8.878731932782102e-06, + 8.878926564648282e-06, + 8.879082997736987e-06, + 8.879247616278008e-06, + 8.879381311999168e-06, + 8.879495908331592e-06, + 8.879588676791172e-06, + 8.879663255356718e-06, + 8.879706911102403e-06, + 8.879723282007035e-06, + 8.879719644028228e-06, + 8.879698725650087e-06, + 8.87965961737791e-06, + 8.879605957190506e-06, + 8.87952592165675e-06, + 8.879404958861414e-06, + 8.879247616278008e-06, + 8.87905389390653e-06, + 8.878834705683403e-06, + 8.87857186171459e-06, + 8.878309017745778e-06, + 8.878047992766369e-06, + 8.877757863956504e-06, + 8.8774486357579e-06, + 8.877143045538105e-06, + 8.87681198946666e-06, + 8.87645273905946e-06, + 8.876061656337697e-06, + 8.8756523837219e-06, + 8.875249477569014e-06, + 8.874786544765811e-06, + 8.874332706909627e-06, + 8.873881597537547e-06, + 8.87345231603831e-06, + 8.872962098394055e-06, + 8.872422768035904e-06, + 8.871900718077086e-06, + 8.871321369952057e-06, + 8.870690180629026e-06, + 8.869993507687468e-06, + 8.86937414179556e-06, + 8.868725672073197e-06, + 8.868116310623009e-06, + 8.867444194038399e-06, + 8.866776624927297e-06, + 8.86608540895395e-06, + 8.865425115800463e-06, + 8.864692063070834e-06, + 8.863928997016046e-06, + 8.8631868493394e-06, + 8.862367394613102e-06, + 8.861542482918594e-06, + 8.860592970449943e-06, + 8.859716217557434e-06, + 8.858878572937101e-06, + 8.857924512994941e-06, + 8.85701592778787e-06, + 8.85599456523778e-06, + 8.854935913404915e-06, + 8.85391182237072e-06, + 8.852883183863014e-06, + 8.85196277522482e-06, + 8.850802259985358e-06, + 8.849634468788281e-06, + 8.84843848325545e-06, + 8.847231583786197e-06, + 8.845965567161329e-06, + 8.84458131622523e-06, + 8.843438990879804e-06, + 8.84230303199729e-06, + 8.841204362397548e-06, + 8.840045666147489e-06, + 8.83893790160073e-06, + 8.837634595693089e-06, + 8.836143933876883e-06, + 8.834625077724922e-06, + 8.833041647449136e-06, + 8.831538252707105e-06, + 8.829963917378336e-06, + 8.828489626466762e-06, + 8.827099009067751e-06, + 8.825788427202497e-06, + 8.824421456665732e-06, + 8.823037205729634e-06, + 8.82164022186771e-06, + 8.820474249660037e-06, + 8.81929554452654e-06, + 8.818113201414235e-06, + 8.816798981570173e-06, + 8.815444743959233e-06, + 8.814187822281383e-06, + 8.812753549136687e-06, + 8.811181942292023e-06, + 8.809616701910272e-06, + 8.808252459857613e-06, + 8.806839105091058e-06, + 8.805351171758957e-06, + 8.803927812550683e-06, + 8.802427146292757e-06, + 8.800696377875283e-06, + 8.798799171927385e-06, + 8.796901056484785e-06, + 8.79507751960773e-06, + 8.793024790065829e-06, + 8.79108119988814e-06, + 8.78951686900109e-06, + 8.787907972873654e-06, + 8.786363650870044e-06, + 8.784822057350539e-06, + 8.783014891378116e-06, + 8.78125774761429e-06, + 8.779382369539235e-06, + 8.77748152561253e-06, + 8.77562524692621e-06, + 8.773825356911402e-06, + 8.772428373049479e-06, + 8.771135071583558e-06, + 8.769701707933564e-06, + 8.768167390371673e-06, + 8.766342943999916e-06, + 8.76459580467781e-06, + 8.762780453253072e-06, + 8.760746823099907e-06, + 8.758710464462638e-06, + 8.756727766012773e-06, + 8.754865120863542e-06, + 8.753039764997084e-06, + 8.751151653996203e-06, + 8.749266271479428e-06, + 8.747227184358053e-06, + 8.745328159420751e-06, + 8.743114449316636e-06, + 8.740876182855573e-06, + 8.738775250094477e-06, + 8.736913514439948e-06, + 8.73507269716356e-06, + 8.733066351851448e-06, + 8.73141016199952e-06, + 8.7297066784231e-06, + 8.727847671252675e-06, + 8.725592124392278e-06, + 8.723264727450442e-06, + 8.721022823010571e-06, + 8.718763638171367e-06, + 8.716431693756022e-06, + 8.714446266822051e-06, + 8.712405360711273e-06, + 8.710397196409758e-06, + 8.708461791684385e-06, + 8.706387234269641e-06, + 8.704329957254231e-06, + 8.702001650817692e-06, + 8.699911631993018e-06, + 8.698033525433857e-06, + 8.696104487171397e-06, + 8.694225471117534e-06, + 8.692501069162972e-06, + 8.69063296704553e-06, + 8.688500201969873e-06, + 8.686552064318676e-06, + 8.684570275363512e-06, + 8.682542102178559e-06, + 8.680242899572477e-06, + 8.678068297740538e-06, + 8.675567187310662e-06, + 8.673026059113909e-06, + 8.670212082506623e-06, + 8.667485417390708e-06, + 8.664932465762831e-06, + 8.662186701258179e-06, + 8.659732884552795e-06, + 8.65725269250106e-06, + 8.6548106992268e-06, + 8.652452379465103e-06, + 8.649900337331928e-06, + 8.6477311924682e-06, + 8.645580237498507e-06, + 8.643378350825515e-06, + 8.641096428618766e-06, + 8.638644430902787e-06, + 8.636240636406e-06, + 8.63392688188469e-06, + 8.631604941911064e-06, + 8.62963770487113e-06, + 8.627568604424596e-06, + 8.625511327409185e-06, + 8.623433132015634e-06, + 8.621264896646608e-06, + 8.61891112435842e-06, + 8.616552804596722e-06, + 8.614208127255552e-06, + 8.612149031250738e-06, + 8.609950782556552e-06, + 8.607918971392792e-06, + 8.6059226305224e-06, + 8.604365575592965e-06, + 8.602912203059532e-06, + 8.601696208643261e-06, + 8.600345609011129e-06, + 8.599117791163735e-06, + 8.597710802860092e-06, + 8.59609372128034e-06, + 8.594105565862264e-06, + 8.592031917942222e-06, + 8.58958901517326e-06, + 8.587063348386437e-06, + 8.584506758779753e-06, + 8.582031114201527e-06, + 8.579941095376853e-06, + 8.577681001042947e-06, + 8.575733772886451e-06, + 8.573652849008795e-06, + 8.571455509809311e-06, + 8.56921815284295e-06, + 8.566831638745498e-06, + 8.564572453906294e-06, + 8.562034054193646e-06, + 8.559770321880933e-06, + 8.55745020089671e-06, + 8.554964551876765e-06, + 8.552559847885277e-06, + 8.550310667487793e-06, + 8.548133337171748e-06, + 8.545712262275629e-06, + 8.543212061340455e-06, + 8.54109111969592e-06, + 8.538801012036856e-06, + 8.536452696716879e-06, + 8.534033440810163e-06, + 8.531764251529239e-06, + 8.52950779517414e-06, + 8.527038517058827e-06, + 8.524491022399161e-06, + 8.521819836460054e-06, + 8.518994036421645e-06, + 8.516276466252748e-06, + 8.513796274201013e-06, + 8.511498890584335e-06, + 8.509099643561058e-06, + 8.506729500368237e-06, + 8.504288416588679e-06, + 8.501632692059502e-06, + 8.498653187416494e-06, + 8.495748261339031e-06, + 8.492908818880096e-06, + 8.4900384536013e-06, + 8.487420927849598e-06, + 8.484659701935016e-06, + 8.481878467136994e-06, + 8.478864401695319e-06, + 8.476041330141015e-06, + 8.473246452922467e-06, + 8.470131433568895e-06, + 8.46738930704305e-06, + 8.464893653581385e-06, + 8.46258262754418e-06, + 8.460116987407673e-06, + 8.45732483867323e-06, + 8.454808266833425e-06, + 8.452049769402947e-06, + 8.449068445770536e-06, + 8.446132596873213e-06, + 8.443149454251397e-06, + 8.440443707513623e-06, + 8.437428732577246e-06, + 8.434179108007811e-06, + 8.430973139184061e-06, + 8.427661668974906e-06, + 8.42444205773063e-06, + 8.421201528108213e-06, + 8.418114703090396e-06, + 8.41520341055002e-06, + 8.412223905907013e-06, + 8.409469046455342e-06, + 8.406650522374548e-06, + 8.403572792303748e-06, + 8.400481419812422e-06, + 8.39768472360447e-06, + 8.395012628170662e-06, + 8.392352356167976e-06, + 8.389447430090513e-06, + 8.386893568967935e-06, + 8.384393368032761e-06, + 8.381553016079124e-06, + 8.378477104997728e-06, + 8.375278412131593e-06, + 8.372217052965425e-06, + 8.369032002519816e-06, + 8.365803296328522e-06, + 8.362607331946492e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 0.20356261730194092, + 1.0, + 1.0, + 1.0, + -2.9864420890808105, + 1.0, + 1.0, + 1.0, + 0.8396809101104736, + 1.0, + 1.0, + 1.0, + 1.0, + 0.954330325126648, + 0.8075807690620422, + 0.6911488771438599, + 1.0, + 0.90611332654953, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989631175994873, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8659311532974243, + 0.9390895366668701, + 0.7679457068443298, + 1.0, + 1.0, + 0.6973704099655151, + 0.8301874995231628, + 1.0, + 0.8135783672332764, + 1.0, + 0.8930049538612366, + 0.7141737937927246, + 1.0, + 0.9087612628936768, + 1.0, + 0.9056025743484497, + 0.8013603687286377, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986410140991211, + 0.9937882423400879, + 0.8540831804275513, + 0.9331058263778687, + 1.0, + 0.962580680847168, + 0.9334443807601929, + 1.0, + 1.0, + 1.0, + 0.9054352045059204, + 0.7680666446685791, + 0.8263567686080933, + 1.0, + 1.0, + 0.8278027772903442, + 0.8858745098114014, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9389596581459045, + 0.8521931171417236, + 0.986046552658081, + 1.0, + 1.0, + 0.8021055459976196, + 1.0, + 0.9014521241188049, + 1.0, + 1.0, + 0.9514859318733215, + 1.0, + 1.0, + 0.9715954661369324, + 1.0, + 1.0, + 1.0, + 0.8294525146484375, + 0.971550703048706, + 0.8090894222259521, + 0.9539726972579956, + 0.9350977540016174, + 0.8278321623802185, + 1.0, + 0.8586256504058838, + 1.0, + 0.9311082363128662, + 1.0, + 1.0, + 1.0, + 0.8763334155082703, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8638309240341187, + 0.7936742305755615, + 1.0, + 0.885431706905365, + 1.0, + 1.0, + 0.9821352958679199, + 1.0, + 0.9797713756561279, + 0.9280950427055359, + 0.9750476479530334, + 0.9772358536720276, + 0.8217337131500244, + 0.8982922434806824, + 1.0, + 1.0, + 0.926586389541626, + 0.8438200950622559, + 0.8040624260902405, + 1.0, + 0.8782472610473633, + 1.0, + 0.9025313854217529, + 1.0, + 1.0, + 1.0, + 0.9573800563812256, + 1.0, + 0.9115434885025024, + 1.0, + 0.8110033869743347, + 0.7386505603790283, + 0.9250705242156982, + 0.6217058897018433, + 0.9558757543563843, + 0.8027591705322266, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9517268538475037, + 0.9959326982498169, + 1.0, + 0.8750838041305542, + 0.7970004081726074, + 0.8485117554664612, + 0.9378538131713867, + 1.0, + 0.9067723155021667, + 0.9477804899215698, + 0.9278334975242615, + 1.0, + 1.0, + 0.8642914295196533, + 0.6736059188842773, + 0.9834470748901367, + 1.0, + 1.0, + 0.9726570844650269, + 0.9665707945823669, + 1.0, + 1.0, + 0.7932671308517456, + 0.8744546175003052, + 0.7231599688529968, + 1.0, + 0.8734614849090576, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9492743015289307, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.974908709526062, + 0.8777686357498169, + 1.0, + 0.9790539741516113, + 0.9789638519287109, + 1.0, + 0.9123574495315552, + 0.8621602058410645, + 1.0, + 0.7975583076477051, + 0.9678525328636169, + 0.8604652285575867, + 0.9517406821250916, + 0.8583405017852783, + 1.0, + 0.9582067728042603, + 0.8832144141197205, + 0.9369753003120422, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9694891571998596, + 0.9499741792678833, + 1.0, + 0.9361069202423096, + 1.0, + 0.8938754200935364, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877026677131653, + 0.9700198769569397, + 0.9510215520858765, + 1.0, + 0.85858154296875, + 0.9236752390861511, + 0.7924381494522095, + 0.9464500546455383, + 1.0, + 1.0, + 0.9674594402313232, + 1.0, + 1.0, + 0.9559000134468079, + 1.0, + 0.6275883913040161, + 0.9487444162368774, + 0.9276421666145325, + 0.9792661666870117, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974542856216431, + 1.0, + 1.0, + 0.8922183513641357, + 0.9377238750457764, + 1.0, + 1.0, + 1.0, + 0.8567583560943604, + 1.0, + 1.0, + 1.0, + 0.9754847288131714, + 0.8713164329528809, + 1.0, + 1.0, + 0.9558796882629395, + 0.9093770980834961, + 0.9073623418807983, + 0.9074398279190063, + 1.0, + 0.9241150617599487, + 0.8787046670913696, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9854063391685486, + 0.9979909658432007, + 0.9622689485549927, + 0.882951557636261, + 1.0, + 0.8864415884017944, + 0.9553022384643555, + 0.9769893288612366, + 0.8738500475883484, + 1.0, + 1.0, + 0.8505192399024963, + 1.0, + 0.9128708243370056, + 1.0, + 1.0, + 0.9822638034820557, + 0.8938535451889038, + 0.9287973046302795, + 1.0, + 0.9468687772750854, + 0.8370358943939209, + 0.5726983547210693, + 0.9717281460762024, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9386954307556152, + 0.8233251571655273, + 0.9827325344085693, + 0.8356081247329712, + 0.9984025955200195, + 0.9439114332199097, + 1.0, + 1.0, + 0.9384816288948059, + 1.0, + 1.0, + 1.0, + 0.9940864443778992, + 0.8798373341560364, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9633268117904663, + 1.0, + 1.0, + 0.9752699136734009, + 1.0, + 0.9157963395118713, + 0.9187918305397034, + 1.0, + 0.9704142212867737, + 1.0, + 0.8919447064399719, + 0.9985106587409973, + 0.9814707636833191, + 0.9212444424629211, + 1.0, + 1.0, + 0.9599276781082153, + 1.0, + 1.0, + 1.0, + 0.9584904313087463, + 0.8713469505310059, + 1.0, + 0.977558970451355, + 1.0, + 0.9399601221084595, + 1.0, + 1.0, + 1.0, + 0.9003229141235352, + 0.8092758655548096, + 0.9505542516708374, + 0.6539430618286133, + 0.9791741371154785, + 1.0, + 1.0, + 1.0, + 0.9416031837463379, + 1.0, + 1.0, + 1.0, + 0.9257728457450867, + 0.9972901940345764, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8014876842498779, + 0.9790681600570679, + 1.0, + 0.997836709022522, + 0.8644669055938721, + 1.0, + 1.0, + 0.9999394416809082, + 0.9775442481040955, + 0.8743918538093567, + 1.0, + 1.0, + 0.8218708634376526, + 0.9823108911514282, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9685482382774353, + 0.9482680559158325, + 1.0, + 0.789519727230072, + 0.7851282954216003, + 1.0, + 1.0, + 1.0, + 0.8445080518722534, + 1.0, + 0.8797191381454468, + 0.669005811214447, + 0.886975109577179, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999563992023468, + 1.0, + 1.0, + 1.0, + 0.8830277323722839, + 0.8219807147979736, + 1.0, + 0.8780828714370728, + 1.0, + 0.9026075601577759, + 1.0, + 1.0, + 1.0, + 0.892306387424469, + 1.0, + 0.9922882318496704, + 1.0, + 0.864242672920227, + 0.9973190426826477, + 0.873680591583252, + 0.6714739799499512, + 1.0, + 0.9027197957038879, + 1.0, + 0.859160840511322, + 1.0, + 0.987484335899353, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875579476356506, + 1.0, + 0.9016067385673523, + 1.0, + 1.0, + 0.9946292042732239, + 1.0, + 1.0, + 1.0, + 0.961539626121521, + 0.938255786895752, + 0.9888588786125183, + 0.990730881690979, + 0.8632620573043823, + 0.9428765177726746, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9532392024993896, + 1.0, + 1.0, + 0.9891144633293152, + 0.9373894333839417, + 1.0, + 0.9758905172348022, + 0.8404887914657593, + 0.9230693578720093, + 1.0, + 1.0, + 0.9092587828636169, + 0.8346755504608154, + 1.0, + 1.0, + 0.8039602637290955, + 1.0, + 1.0, + 0.9959646463394165, + 1.0, + 0.8972594141960144, + 1.0, + 1.0, + 0.9929889440536499, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9475953578948975, + 1.0, + 1.0, + 0.9776145815849304, + 0.9931581020355225, + 0.9653390049934387, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9474083185195923, + 0.9678956270217896, + 0.8783986568450928, + 1.0, + 0.8043241500854492, + 0.9323508143424988, + 0.9911864995956421, + 1.0, + 1.0, + 0.8590792417526245, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9686753153800964, + 0.9385772347450256, + 1.0, + 0.9491132497787476, + 0.8941672444343567, + 0.9564988613128662, + 1.0, + 1.0, + 0.8976068496704102, + 0.9165031313896179, + 1.0, + 1.0, + 0.9453477263450623, + 1.0, + 0.9216150045394897, + 1.0, + 0.9522092938423157, + 0.8879531621932983, + 0.8474004864692688, + 1.0, + 1.0, + 0.9387381672859192, + 0.9701846241950989, + 1.0, + 0.977009117603302, + 1.0, + 0.9293505549430847, + 1.0, + 0.9644995331764221, + 0.8707284331321716, + 1.0, + 0.9569981098175049, + 1.0, + 1.0, + 0.9294887781143188, + 1.0, + 1.0, + 0.9278736114501953, + 0.8933505415916443, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995189309120178, + 0.9051870107650757, + 1.0, + 0.9865320324897766, + 0.8861803412437439, + 1.0, + 0.8321718573570251, + 0.9947575926780701, + 0.9693494439125061, + 1.0, + 1.0, + 1.0, + 0.967849850654602, + 1.0, + 0.9735745191574097, + 0.9645563364028931, + 0.9758844971656799, + 0.9706252813339233, + 1.0, + 0.9623953104019165, + 0.9977700114250183, + 1.0, + 0.987175464630127, + 1.0, + 0.8932477235794067, + 0.9905900359153748, + 1.0, + 1.0, + 0.9110376834869385, + 1.0, + 1.0, + 1.0, + 0.9011445045471191, + 0.9964655041694641, + 1.0, + 1.0, + 0.962558388710022, + 0.9134494662284851, + 1.0, + 1.0, + 0.9584475755691528, + 1.0, + 1.0, + 1.0, + 0.9981318712234497, + 0.9958053827285767, + 0.9951633214950562, + 0.8701630234718323, + 0.9658050537109375, + 0.9385391473770142, + 0.994407594203949, + 1.0, + 0.9971083402633667, + 1.0, + 0.9882690906524658, + 0.8234168887138367, + 0.9202892780303955, + 0.8642604351043701, + 0.9923819303512573, + 1.0, + 1.0, + 1.0, + 0.9483863711357117, + 1.0, + 1.0, + 0.9807333946228027, + 0.9565477967262268, + 1.0, + 0.9519132375717163, + 0.9858224987983704, + 1.0, + 0.8915799856185913, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9012170433998108, + 1.0, + 1.0, + 0.9715795516967773, + 1.0, + 1.0, + 0.9956772923469543, + 1.0, + 0.9112548828125, + 1.0, + 0.9130740165710449, + 0.9262046813964844, + 1.0, + 0.9040460586547852, + 1.0, + 0.9381841421127319, + 1.0, + 0.8886616230010986, + 1.0, + 0.9733138084411621, + 0.9933080077171326, + 0.9132302403450012, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9369905591011047, + 0.9059856534004211, + 0.9799136519432068, + 0.9631221890449524, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9659924507141113, + 0.9654413461685181, + 0.8423243761062622, + 0.9467847347259521, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9054353833198547, + 0.9277228713035583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9812456369400024, + 0.7783297896385193, + 1.0, + 0.8604914546012878, + 0.9883732795715332, + 0.9836908578872681, + 1.0, + 1.0, + 0.9083511829376221, + 1.0, + 0.953332781791687, + 1.0, + 0.9769598245620728, + 1.0, + 0.9188831448554993, + 0.7859490513801575, + 1.0, + 0.9349765777587891, + 0.9689347147941589, + 0.9571245908737183, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9872344732284546, + 1.0, + 0.9031620621681213, + 0.9052690267562866, + 1.0, + 1.0, + 0.9230058193206787, + 1.0, + 1.0, + 1.0, + 0.9943869113922119, + 0.9342021346092224, + 1.0, + 0.9376625418663025, + 0.9599208831787109, + 0.9119565486907959, + 1.0, + 1.0, + 0.9357552528381348, + 1.0, + 1.0, + 1.0, + 0.8678527474403381, + 1.0, + 0.9157037138938904, + 1.0, + 0.9669466018676758, + 1.0, + 0.931148886680603, + 1.0, + 1.0, + 0.9554758667945862, + 1.0, + 0.9857873320579529, + 1.0, + 0.9057253003120422, + 0.937440812587738, + 1.0, + 0.9355380535125732, + 1.0, + 1.0, + 0.9511435031890869, + 0.9883227944374084, + 0.8801994323730469, + 1.0, + 0.9900874495506287, + 1.0, + 0.9936885833740234, + 1.0, + 1.0, + 0.8146360516548157, + 0.9817406535148621, + 0.9537031650543213, + 1.0, + 0.943973958492279, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9387129545211792, + 1.0, + 0.9271347522735596, + 0.9327874779701233, + 0.9333227872848511, + 1.0, + 1.0, + 0.9999289512634277, + 0.82554030418396, + 1.0, + 0.9935701489448547, + 1.0, + 1.0, + 0.9200136065483093, + 1.0, + 1.0, + 0.9874909520149231, + 0.8649161458015442, + 1.0, + 1.0, + 0.9493773579597473, + 1.0, + 1.0, + 1.0, + 0.993486762046814, + 0.9542776346206665, + 1.0, + 0.9409599900245667, + 0.799739420413971, + 1.0, + 0.9535413980484009, + 0.9909971356391907, + 1.0, + 0.9660843014717102, + 1.0, + 1.0, + 0.9706535339355469, + 0.9638684391975403, + 0.7713661193847656, + 0.9195836782455444, + 1.0, + 1.0, + 1.0, + 0.952020525932312, + 1.0, + 1.0, + 0.9967066645622253, + 0.9686143398284912, + 0.9347043633460999, + 0.9766364097595215, + 1.0, + 0.993747353553772, + 1.0, + 0.9270379543304443, + 1.0, + 1.0, + 0.9339814186096191, + 0.8841498494148254, + 0.9836304783821106, + 1.0, + 0.821253776550293, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9602276086807251, + 1.0, + 1.0, + 0.8478492498397827, + 1.0, + 0.9804530739784241, + 0.9599035978317261, + 1.0, + 0.9880052208900452, + 1.0, + 0.8940693140029907, + 0.8953187465667725, + 1.0, + 0.9696450233459473, + 0.9145157933235168, + 1.0, + 1.0, + 0.9105895161628723, + 1.0, + 1.0, + 1.0, + 0.943831741809845, + 1.0, + 1.0, + 1.0, + 0.9669074416160583, + 0.9353581070899963, + 1.0, + 0.8917861580848694, + 1.0, + 0.9823832511901855, + 0.9634194374084473, + 1.0, + 0.847713828086853, + 0.9889370799064636, + 1.0, + 1.0, + 1.0, + 0.9779855012893677, + 0.9604370594024658, + 1.0, + 0.8449035882949829, + 1.0, + 0.991760790348053, + 1.0, + 1.0, + 1.0, + 0.9996829628944397, + 0.9917718172073364, + 0.8760805726051331, + 1.0, + 0.9221433401107788, + 0.9804649949073792, + 0.7779774069786072, + 0.9304640293121338, + 0.8340370059013367, + 1.0, + 0.9066562056541443, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9672316908836365, + 0.8423792123794556, + 1.0, + 0.8597033023834229, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9448372721672058, + 1.0, + 0.890350341796875, + 1.0, + 1.0, + 0.9665386080741882, + 0.9333223104476929, + 0.9666441679000854, + 1.0, + 1.0, + 0.8468347787857056, + 1.0, + 1.0, + 1.0, + 0.9366480112075806, + 0.9924173951148987, + 1.0, + 1.0, + 1.0, + 1.0, + 0.960711658000946, + 0.9113748073577881, + 0.9254653453826904, + 1.0, + 0.9863194823265076, + 1.0, + 1.0, + 1.0, + 0.9741569757461548, + 0.9763571619987488, + 1.0, + 0.9107911586761475, + 1.0, + 1.0, + 1.0, + 0.9361076951026917, + 0.9892870783805847, + 1.0, + 0.879485547542572, + 0.909874677658081, + 0.9251088500022888, + 1.0, + 1.0, + 0.9004990458488464, + 1.0, + 1.0, + 0.9838964343070984, + 1.0, + 0.906085729598999, + 1.0, + 1.0, + 0.9865939617156982, + 1.0, + 0.9722343683242798, + 1.0, + 0.9524179100990295, + 0.9433258771896362, + 1.0, + 0.9241286516189575, + 1.0, + 1.0, + 1.0, + 0.9043357968330383, + 0.9545732736587524, + 0.9958482980728149, + 1.0, + 0.8785724639892578, + 0.9782710075378418, + 1.0, + 1.0, + 1.0, + 0.956681489944458, + 1.0, + 1.0, + 0.9896015524864197 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_df_eval.csv b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e0bcbc2cec95f345e320de9edd59e4137c574b5 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_df_eval.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +1724.5,1724.5,0.9743296,1250.0,10000.0,8.0,625.0,,128.0,0.0002497952,0.1,2.8821106 +2135.9473,1930.2236,0.7513374,1333.3334,20000.0,15.0,1250.0,,288.0,0.0002495392,0.1,2.8671594 +2147.25,2002.5658,0.87982285,1428.5714,30000.0,21.0,1875.0,,448.0,0.0002492832,0.1,2.863237 +2130.149,2034.4615,0.76095295,1481.4814,40000.0,27.0,2500.0,,608.0,0.0002490272,0.1,2.8478522 +2159.0967,2059.3887,0.6494292,1470.5883,50000.0,34.0,3125.0,,768.0,0.0002487712,0.1,2.8345535 +2211.9285,2084.812,0.3587104,1463.4147,60000.0,41.0,3750.0,,928.0,0.0002485152,0.1,2.814535 +2303.25,2116.0173,0.5000223,1489.3617,70000.0,47.0,4375.0,,1088.0,0.0002482592,0.1,2.808559 +2278.0825,2136.2754,0.53035873,1509.434,80000.0,53.0,5000.0,,1248.0,0.0002480032,0.1,2.7712603 +2419.58,2167.7537,0.50912267,1525.4237,90000.0,59.0,5625.0,,1376.0,0.0002477984,0.1,2.7787917 +2396.43,2190.6213,0.35371122,1515.1515,100000.0,66.0,6250.0,,1536.0,0.0002475424,0.1,2.7864673 +2354.92,2205.5576,0.53447515,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.7404702 +2404.69,2222.1519,0.48150158,1558.4415,120000.0,77.0,7500.0,,1856.0,0.0002470304,0.1,2.7072558 +2454.25,2240.0056,0.3869152,1566.265,130000.0,83.0,8125.0,,2016.0,0.0002467744,0.1,2.6996613 +2451.49,2255.1116,0.2445522,1573.0337,140000.0,89.0,8750.0,,2176.0,0.0002465184,0.1,2.724351 +2415.82,2265.8254,0.45044863,1578.9474,150000.0,95.0,9375.0,,2336.0,0.0002462624,0.1,2.6885018 +2399.25,2274.1646,0.2983801,1584.1584,160000.0,101.0,10000.0,,2496.0,0.0002460064,0.1,2.6266956 +2422.29,2282.8777,0.53292733,1588.785,170000.0,107.0,10625.0,,2656.0,0.0002457504,0.1,2.6397843 +2507.04,2295.331,0.4055599,1607.1428,180000.0,112.0,11250.0,,2784.0,0.0002455456,0.1,2.594142 +2497.09,2305.95,0.63309973,1610.1694,190000.0,118.0,11875.0,,2944.0,0.0002452896,0.1,2.5054488 +2448.14,2313.0596,0.38601798,1612.9032,200000.0,124.0,12500.0,,3104.0,0.0002450336,0.1,2.4395518 +2460.7,2320.09,0.3347406,1603.0535,210000.0,131.0,13125.0,,3264.0,0.0002447776,0.1,2.405133 +2523.86,2329.3523,0.42402625,1605.8394,220000.0,137.0,13750.0,,3424.0,0.0002445216,0.1,2.507134 +2592.19,2340.78,0.60680884,1608.3916,230000.0,143.0,14375.0,,3584.0,0.0002442656,0.1,2.5326877 +2602.52,2351.6858,0.20965296,1610.7383,240000.0,149.0,15000.0,,3744.0,0.0002440096,0.1,2.5737822 +2566.89,2360.294,0.38192806,1612.9032,250000.0,155.0,15625.0,,3904.0,0.0002437536,0.1,2.5640926 +2582.22,2368.8296,0.27364403,1625.0,260000.0,160.0,16250.0,,4032.0,0.0002435488,0.1,2.5726156 +2631.75,2378.5674,0.43357572,1626.506,270000.0,166.0,16875.0,,4192.0,0.0002432928,0.1,2.5031304 +2654.49,2388.4219,0.23580237,1627.907,280000.0,172.0,17500.0,,4352.0,0.0002430368,0.1,2.5262635 +2684.18,2398.6204,0.22898151,1629.2135,290000.0,178.0,18125.0,,4512.0,0.0002427808,0.1,2.5386124 +2704.01,2408.8,0.35968316,1630.4348,300000.0,184.0,18750.0,,4672.0,0.0002425248,0.1,2.5557013 +2705.76,2418.3794,0.15813655,1623.0366,310000.0,191.0,19375.0,,4832.0,0.0002422688,0.1,2.522085 +2789.37,2429.973,0.30331057,1632.6531,320000.0,196.0,20000.0,,4992.0,0.0002420128,0.1,2.5695438 +2821.29,2441.831,0.3287004,1633.6633,330000.0,202.0,20625.0,,5152.0,0.0002417568,0.1,2.5262814 +2880.69,2454.7385,0.4034134,1634.6154,340000.0,208.0,21250.0,,5312.0,0.0002415008,0.1,2.4608388 +2977.99,2469.6887,0.30622813,1635.514,350000.0,214.0,21875.0,,5440.0,0.000241296,0.1,2.491538 +3072.21,2486.4253,0.25370094,1628.9592,360000.0,221.0,22500.0,,5600.0,0.00024104,0.1,2.4456735 +3182.33,2505.2336,0.417937,1629.9559,370000.0,227.0,23125.0,,5760.0,0.000240784,0.1,2.3815882 +3165.59,2522.6113,0.2998686,1623.9316,380000.0,234.0,23750.0,,5920.0,0.000240528,0.1,2.4169917 +3133.88,2538.2852,0.282333,1625.0,390000.0,240.0,24375.0,,6080.0,0.000240272,0.1,2.3148975 +3050.52,2551.0908,0.2537295,1626.0162,400000.0,246.0,25000.0,,6240.0,0.000240016,0.1,2.311515 +2978.84,2561.524,0.30284488,1626.9841,410000.0,252.0,25625.0,,6400.0,0.00023976,0.1,2.3107014 +2934.15,2570.3958,0.22984497,1621.6216,420000.0,259.0,26250.0,,6560.0,0.000239504,0.1,2.308536 +2700.74,2573.4272,0.21829829,1628.7878,430000.0,264.0,26875.0,,6688.0,0.0002392992,0.1,2.395154 +2767.21,2577.8313,0.17565036,1629.6296,440000.0,270.0,27500.0,,6848.0,0.0002390432,0.1,2.3378386 +2743.4,2581.5105,0.20585948,1624.5487,450000.0,277.0,28125.0,,7008.0,0.0002387872,0.1,2.354098 +2788.19,2586.0037,0.19234358,1625.4417,460000.0,283.0,28750.0,,7168.0,0.0002385312,0.1,2.2701654 +2811.46,2590.8005,0.35872686,1626.2976,470000.0,289.0,29375.0,,7328.0,0.0002382752,0.1,2.2429943 +2811.03,2595.3887,0.24622215,1627.1187,480000.0,295.0,30000.0,,7488.0,0.0002380192,0.1,2.1255803 +2860.3,2600.795,0.28754202,1622.5166,490000.0,302.0,30625.0,,7648.0,0.0002377632,0.1,2.3197412 +2898.89,2606.7568,0.30537304,1623.3766,500000.0,308.0,31250.0,,7808.0,0.0002375072,0.1,2.3457851 +2955.52,2613.5952,0.4071601,1629.393,510000.0,313.0,31875.0,,7968.0,0.0002372512,0.1,2.3788388 +2989.71,2620.8281,0.1548433,1630.094,520000.0,319.0,32500.0,,8096.0,0.0002370464,0.1,2.3940544 +3029.47,2628.5383,0.1647462,1630.7693,530000.0,325.0,33125.0,,8256.0,0.0002367904,0.1,2.353526 +3188.79,2638.9136,0.18353678,1631.4199,540000.0,331.0,33750.0,,8416.0,0.0002365344,0.1,2.2761614 +3216.04,2649.4067,0.2598948,1632.0475,550000.0,337.0,34375.0,,8576.0,0.0002362784,0.1,2.2315862 +3215.08,2659.508,0.39602578,1632.6531,560000.0,343.0,35000.0,,8736.0,0.0002360224,0.1,2.153626 +3247.73,2669.828,0.31087914,1633.2378,570000.0,349.0,35625.0,,8896.0,0.0002357664,0.1,2.2964773 +3169.5,2678.4429,0.29284516,1633.8029,580000.0,355.0,36250.0,,9056.0,0.0002355104,0.1,2.3437352 +3307.72,2689.1086,0.23859866,1634.349,590000.0,361.0,36875.0,,9216.0,0.0002352544,0.1,2.3501377 +3262.75,2698.6692,0.22558613,1639.3442,600000.0,366.0,37500.0,,9344.0,0.0002350496,0.1,2.3390732 +2962.46,2702.9937,0.17554377,1639.7849,610000.0,372.0,38125.0,,9504.0,0.0002347936,0.1,2.3037367 +2848.55,2705.3413,0.32078573,1640.2117,620000.0,378.0,38750.0,,9664.0,0.0002345376,0.1,2.3009455 +2782.58,2706.5671,0.29696268,1640.625,630000.0,384.0,39375.0,,9824.0,0.0002342816,0.1,2.381286 +2966.72,2710.6323,0.2514102,1636.8286,640000.0,391.0,40000.0,,9984.0,0.0002340256,0.1,2.3350582 +3062.17,2716.0405,0.1403485,1637.2795,650000.0,397.0,40625.0,,10144.0,0.0002337696,0.1,2.2867827 +3177.09,2723.0264,0.32363698,1637.7172,660000.0,403.0,41250.0,,10304.0,0.0002335136,0.1,2.3845627 +3163.59,2729.6018,0.29489285,1638.1418,670000.0,409.0,41875.0,,10464.0,0.0002332576,0.1,2.3331766 +3191.99,2736.4016,0.24863522,1638.5542,680000.0,415.0,42500.0,,10624.0,0.0002330016,0.1,2.2992876 +3257.84,2743.9587,0.25756857,1638.9548,690000.0,421.0,43125.0,,10752.0,0.0002327968,0.1,2.299141 +3530.46,2755.1943,0.20208153,1639.3442,700000.0,427.0,43750.0,,10912.0,0.0002325408,0.1,2.2461147 +3571.19,2766.6873,0.36521098,1639.7229,710000.0,433.0,44375.0,,11072.0,0.0002322848,0.1,2.1803198 +3736.36,2780.155,0.35091808,1640.0911,720000.0,439.0,45000.0,,11232.0,0.0002320288,0.1,2.311215 +3673.23,2792.389,0.35766563,1636.7712,730000.0,446.0,45625.0,,11392.0,0.0002317728,0.1,2.361575 +3649.41,2803.9702,0.3681227,1633.5541,740000.0,453.0,46250.0,,11552.0,0.0002315168,0.1,2.280831 +3618.85,2814.8352,0.23685114,1637.5546,750000.0,458.0,46875.0,,11712.0,0.0002312608,0.1,2.212709 +3571.08,2824.786,0.2685554,1634.4086,760000.0,465.0,47500.0,,11872.0,0.0002310048,0.1,2.244292 +3662.43,2835.6643,0.1496202,1638.2979,770000.0,470.0,48125.0,,12000.0,0.0002308,0.1,2.3199978 +3578.11,2845.1829,0.1893289,1635.2201,780000.0,477.0,48750.0,,12160.0,0.000230544,0.1,2.276125 +3476.95,2853.18,0.15864387,1635.6107,790000.0,483.0,49375.0,,12320.0,0.000230288,0.1,2.3076081 +3295.44,2858.7083,0.32929507,1635.9918,800000.0,489.0,50000.0,,12480.0,0.000230032,0.1,2.299934 +3266.88,2863.7473,0.25381535,1636.3636,810000.0,495.0,50625.0,,12640.0,0.000229776,0.1,2.427884 +3229.39,2868.2063,0.17470089,1633.4662,820000.0,502.0,51250.0,,12800.0,0.00022952,0.1,2.3889122 +3267.24,2873.014,0.1578517,1633.8583,830000.0,508.0,51875.0,,12960.0,0.000229264,0.1,2.3890524 +3190.96,2876.7988,0.22999787,1634.2412,840000.0,514.0,52500.0,,13120.0,0.000229008,0.1,2.3752344 +3043.7,2878.7625,0.21000776,1634.6154,850000.0,520.0,53125.0,,13280.0,0.000228752,0.1,2.3634233 +3031.91,2880.5432,0.2379417,1634.981,860000.0,526.0,53750.0,,13408.0,0.0002285472,0.1,2.3835778 +3221.73,2884.465,0.2910302,1635.3384,870000.0,532.0,54375.0,,13568.0,0.0002282912,0.1,2.2631454 +3164.66,2887.6492,0.19393604,1638.7338,880000.0,537.0,55000.0,,13728.0,0.0002280352,0.1,2.252955 +3065.22,2889.6443,0.22676007,1636.0294,890000.0,544.0,55625.0,,13888.0,0.0002277792,0.1,2.2918744 +3259.43,2893.7532,0.43173712,1636.3636,900000.0,550.0,56250.0,,14048.0,0.0002275232,0.1,2.158265 +3158.73,2896.6648,0.26245674,1636.6907,910000.0,556.0,56875.0,,14208.0,0.0002272672,0.1,2.1478071 +3201.61,2899.9797,0.18257955,1639.9287,920000.0,561.0,57500.0,,14368.0,0.0002270112,0.1,2.210816 +3160.51,2902.781,0.20905584,1640.2117,930000.0,567.0,58125.0,,14528.0,0.0002267552,0.1,2.23573 +3153.01,2905.4429,0.241903,1640.4886,940000.0,573.0,58750.0,,14656.0,0.0002265504,0.1,2.2405326 +3100.39,2907.4946,0.25279257,1640.7599,950000.0,579.0,59375.0,,14816.0,0.0002262944,0.1,2.2200112 +3050.64,2908.986,0.10931779,1641.0256,960000.0,585.0,60000.0,,14976.0,0.0002260384,0.1,2.3309069 +2870.22,2908.5864,0.19007307,1641.286,970000.0,591.0,60625.0,,15136.0,0.0002257824,0.1,2.2761223 +2948.32,2908.9917,0.3257556,1641.541,980000.0,597.0,61250.0,,15296.0,0.0002255264,0.1,2.140902 +2816.27,2908.0552,0.2159951,1641.791,990000.0,603.0,61875.0,,15456.0,0.0002252704,0.1,2.2621856 +2773.89,2906.7134,0.12904318,1642.0361,1000000.0,609.0,62500.0,,15616.0,0.0002250144,0.1,2.416183 +2719.81,2916.6665,0.21779504,1642.2764,1010000.0,615.0,63125.0,,15776.0,0.0002247584,0.1,2.3021877 +2782.44,2923.1316,0.17815536,1642.5121,1020000.0,621.0,63750.0,,15936.0,0.0002245024,0.1,2.253727 +2842.5,2930.084,0.25716144,1642.7432,1030000.0,627.0,64375.0,,16064.0,0.0002242976,0.1,2.139379 +2926.91,2938.0515,0.20461902,1642.97,1040000.0,633.0,65000.0,,16224.0,0.0002240416,0.1,2.3037586 +3182.67,2948.2876,0.22718567,1643.1925,1050000.0,639.0,65625.0,,16384.0,0.0002237856,0.1,2.3431659 +3258.55,2958.7537,0.24719986,1643.4109,1060000.0,645.0,66250.0,,16544.0,0.0002235296,0.1,2.366627 +3275.55,2968.4768,0.18016723,1643.6252,1070000.0,651.0,66875.0,,16704.0,0.0002232736,0.1,2.3747463 +3280.87,2978.5046,0.19286329,1643.8356,1080000.0,657.0,67500.0,,16864.0,0.0002230176,0.1,2.2647612 +3305.52,2987.3647,0.2149439,1644.0422,1090000.0,663.0,68125.0,,17024.0,0.0002227616,0.1,2.3518238 +3240.74,2995.8076,0.18935898,1644.2451,1100000.0,669.0,68750.0,,17184.0,0.0002225056,0.1,2.296592 +3235.07,3004.6091,0.25093868,1646.8843,1110000.0,674.0,69375.0,,17312.0,0.0002223008,0.1,2.361508 +3288.61,3013.4482,0.22818924,1644.6403,1120000.0,681.0,70000.0,,17472.0,0.0002220448,0.1,2.3179317 +3103.21,3019.9377,0.2366605,1647.2303,1130000.0,686.0,70625.0,,17632.0,0.0002217888,0.1,2.3389504 +3127.39,3026.6965,0.2553699,1647.3988,1140000.0,692.0,71250.0,,17792.0,0.0002215328,0.1,2.359223 +3183.82,3034.3765,0.22637366,1647.5645,1150000.0,698.0,71875.0,,17952.0,0.0002212768,0.1,2.3113317 +3320.61,3043.59,0.26151702,1647.7273,1160000.0,704.0,72500.0,,18112.0,0.0002210208,0.1,2.2803638 +3362.86,3052.9956,0.2451621,1647.8873,1170000.0,710.0,73125.0,,18272.0,0.0002207648,0.1,2.3477547 +3364.97,3061.5752,0.18472308,1648.0447,1180000.0,716.0,73750.0,,18432.0,0.0002205088,0.1,2.3046365 +3200.38,3068.6082,0.12636828,1648.1995,1190000.0,722.0,74375.0,,18592.0,0.0002202528,0.1,2.3439329 +3038.64,3074.5127,0.16193639,1650.619,1200000.0,727.0,75000.0,,18720.0,0.000220048,0.1,2.2450283 +2979.14,3079.6968,0.2066991,1650.7504,1210000.0,733.0,75625.0,,18880.0,0.000219792,0.1,2.1976469 +2877.71,3083.2354,0.19934988,1650.8795,1220000.0,739.0,76250.0,,19040.0,0.000219536,0.1,2.2796626 +2801.34,3085.3271,0.24357194,1648.7936,1230000.0,746.0,76875.0,,19200.0,0.00021928,0.1,2.2751775 +2783.17,3087.1335,0.31468466,1648.9362,1240000.0,752.0,77500.0,,19360.0,0.000219024,0.1,2.271655 +2653.62,3088.001,0.20694934,1649.0765,1250000.0,758.0,78125.0,,19520.0,0.000218768,0.1,2.4175868 +2733.59,3089.5146,0.23285228,1649.2146,1260000.0,764.0,78750.0,,19680.0,0.000218512,0.1,2.3529825 +2636.02,3089.5576,0.20539388,1649.3507,1270000.0,770.0,79375.0,,19840.0,0.000218256,0.1,2.3166943 +2586.77,3088.8806,0.17931747,1649.4845,1280000.0,776.0,80000.0,,20000.0,0.000218,0.1,2.2757516 +2636.34,3088.402,0.15298948,1649.6163,1290000.0,782.0,80625.0,,20128.0,0.0002177952,0.1,2.3728771 +2700.62,3088.3684,0.14470655,1651.8424,1300000.0,787.0,81250.0,,20288.0,0.0002175392,0.1,2.409974 +2641.69,3087.7275,0.15105076,1649.874,1310000.0,794.0,81875.0,,20448.0,0.0002172832,0.1,2.404175 +2755.77,3087.3916,0.24043867,1650.0,1320000.0,800.0,82500.0,,20608.0,0.0002170272,0.1,2.324828 +2800.36,3087.1821,0.2110988,1650.124,1330000.0,806.0,83125.0,,20768.0,0.0002167712,0.1,2.3266969 +2892.97,3087.305,0.16494492,1648.2164,1340000.0,813.0,83750.0,,20928.0,0.0002165152,0.1,2.3275082 +2942.06,3086.946,0.14993355,1648.3517,1350000.0,819.0,84375.0,,21088.0,0.0002162592,0.1,2.3228536 +2893.64,3085.16,0.22524972,1648.4849,1360000.0,825.0,85000.0,,21248.0,0.0002160032,0.1,2.3875303 +2896.59,3082.3025,0.26347205,1648.6161,1370000.0,831.0,85625.0,,21376.0,0.0002157984,0.1,2.3455322 +2892.29,3079.5693,0.16445224,1650.7177,1380000.0,836.0,86250.0,,21536.0,0.0002155424,0.1,2.342216 +2809.68,3076.3271,0.2531635,1650.8313,1390000.0,842.0,86875.0,,21696.0,0.0002152864,0.1,2.328928 +2706.49,3072.8875,0.12758194,1650.9434,1400000.0,848.0,87500.0,,21856.0,0.0002150304,0.1,2.3661523 +2737.76,3070.4763,0.11658396,1651.0538,1410000.0,854.0,88125.0,,22016.0,0.0002147744,0.1,2.2226999 +2716.6,3068.301,0.25469574,1649.2451,1420000.0,861.0,88750.0,,22176.0,0.0002145184,0.1,2.2527566 +2772.78,3069.0212,0.21103443,1649.3656,1430000.0,867.0,89375.0,,22336.0,0.0002142624,0.1,2.2435234 +2801.97,3069.3684,0.23298466,1649.4845,1440000.0,873.0,90000.0,,22496.0,0.0002140064,0.1,2.1691532 +2821.75,3070.152,0.21175028,1649.6018,1450000.0,879.0,90625.0,,22656.0,0.0002137504,0.1,2.227738 +3156.33,3073.8337,0.20195067,1651.5837,1460000.0,884.0,91250.0,,22784.0,0.0002135456,0.1,2.126999 +3072.78,3076.4473,0.17407873,1651.6854,1470000.0,890.0,91875.0,,22944.0,0.0002132896,0.1,2.261222 +3094.63,3079.2832,0.2218832,1651.7858,1480000.0,896.0,92500.0,,23104.0,0.0002130336,0.1,2.1737504 +3003.92,3080.719,0.26377794,1650.0554,1490000.0,903.0,93125.0,,23264.0,0.0002127776,0.1,2.2520251 +3098.59,3082.7158,0.2840174,1650.165,1500000.0,909.0,93750.0,,23424.0,0.0002125216,0.1,2.1944442 +3216.85,3085.329,0.23049605,1650.2732,1510000.0,915.0,94375.0,,23584.0,0.0002122656,0.1,2.1335678 +3136.57,3086.7979,0.20546107,1648.59,1520000.0,922.0,95000.0,,23744.0,0.0002120096,0.1,2.203974 +3103.39,3087.5369,0.14536105,1648.7069,1530000.0,928.0,95625.0,,23904.0,0.0002117536,0.1,2.124491 +3283.6,3088.485,0.2262956,1650.5895,1540000.0,933.0,96250.0,,24032.0,0.0002115488,0.1,2.0710058 +3331.94,3089.644,0.26708558,1650.6923,1550000.0,939.0,96875.0,,24192.0,0.0002112928,0.1,2.0462012 +3521.19,3092.705,0.34024695,1650.7937,1560000.0,945.0,97500.0,,24352.0,0.0002110368,0.1,2.0004025 +3687.98,3097.1074,0.21603234,1650.8938,1570000.0,951.0,98125.0,,24512.0,0.0002107808,0.1,2.1708746 +3674.18,3102.1548,0.10690865,1649.2693,1580000.0,958.0,98750.0,,24672.0,0.0002105248,0.1,2.2031903 +3676.25,3105.8396,0.3104011,1651.0903,1590000.0,963.0,99375.0,,24832.0,0.0002102688,0.1,2.1316845 +3717.86,3110.3914,0.2521564,1651.1868,1600000.0,969.0,100000.0,,24992.0,0.0002100128,0.1,2.065608 +3647.43,3117.2412,0.37308025,1651.2821,1610000.0,975.0,100625.0,,25152.0,0.0002097568,0.1,2.000455 +3529.54,3124.051,0.33386543,1649.6945,1620000.0,982.0,101250.0,,25312.0,0.0002095008,0.1,2.2558413 +3629.53,3132.5203,0.34206498,1651.4691,1630000.0,987.0,101875.0,,25440.0,0.000209296,0.1,2.2204766 +3484.21,3137.6953,0.28623205,1651.5609,1640000.0,993.0,102500.0,,25600.0,0.00020904,0.1,2.1584933 +3605.26,3143.126,0.21280776,1650.0,1650000.0,1000.0,103125.0,,25760.0,0.000208784,0.1,2.2181683 +3573.59,3147.0908,0.24516024,1650.0994,1660000.0,1006.0,103750.0,,25920.0,0.000208528,0.1,2.208302 +3638.66,3151.8416,0.19986778,1648.5686,1670000.0,1013.0,104375.0,,26080.0,0.000208272,0.1,2.120487 +3598.17,3155.903,0.22103693,1648.6752,1680000.0,1019.0,105000.0,,26240.0,0.000208016,0.1,2.1689327 +3519.61,3158.5212,0.17995293,1648.7805,1690000.0,1025.0,105625.0,,26400.0,0.00020776,0.1,2.1331 +3640.55,3159.622,0.2994871,1648.8845,1700000.0,1031.0,106250.0,,26560.0,0.000207504,0.1,2.1271396 +3673.5,3160.6453,0.20131038,1648.9874,1710000.0,1037.0,106875.0,,26688.0,0.0002072992,0.1,2.1590796 +3834.74,3161.6294,0.19840601,1645.933,1720000.0,1045.0,107500.0,,26848.0,0.0002070432,0.1,2.1414742 +3568.35,3160.5803,0.2690372,1646.0514,1730000.0,1051.0,108125.0,,27008.0,0.0002067872,0.1,2.1611595 +3642.64,3160.5125,0.19017409,1646.1685,1740000.0,1057.0,108750.0,,27168.0,0.0002065312,0.1,1.9938594 +3512.8,3159.4521,0.2566709,1646.284,1750000.0,1063.0,109375.0,,27328.0,0.0002062752,0.1,1.9171023 +3596.24,3159.7034,0.18047121,1644.8599,1760000.0,1070.0,110000.0,,27488.0,0.0002060192,0.1,2.0563016 +3590.83,3158.9878,0.19192867,1644.9814,1770000.0,1076.0,110625.0,,27648.0,0.0002057632,0.1,2.1090817 +3366.18,3156.8687,0.19201846,1646.6235,1780000.0,1081.0,111250.0,,27808.0,0.0002055072,0.1,1.9858775 +3315.88,3155.2578,0.23391283,1646.7341,1790000.0,1087.0,111875.0,,27968.0,0.0002052512,0.1,1.8746088 +3509.45,3157.3977,0.22646448,1646.8435,1800000.0,1093.0,112500.0,,28096.0,0.0002050464,0.1,2.0197098 +3554.65,3160.2754,0.22967461,1646.9518,1810000.0,1099.0,113125.0,,28256.0,0.0002047904,0.1,2.113006 +3672.71,3164.7087,0.36386183,1647.0588,1820000.0,1105.0,113750.0,,28416.0,0.0002045344,0.1,1.9391127 +3732.79,3169.364,0.19451946,1645.6835,1830000.0,1112.0,114375.0,,28576.0,0.0002042784,0.1,2.1225286 +3710.53,3174.56,0.13587469,1645.796,1840000.0,1118.0,115000.0,,28736.0,0.0002040224,0.1,2.0183554 +3781.44,3181.9373,0.20883551,1645.9075,1850000.0,1124.0,115625.0,,28896.0,0.0002037664,0.1,2.082005 +3863.5,3190.253,0.2659801,1644.5624,1860000.0,1131.0,116250.0,,29056.0,0.0002035104,0.1,2.1338723 +3884.13,3196.877,0.13982774,1646.1267,1870000.0,1136.0,116875.0,,29216.0,0.0002032544,0.1,2.207621 +3698.15,3202.2117,0.32720187,1646.2346,1880000.0,1142.0,117500.0,,29344.0,0.0002030496,0.1,2.186388 +3510.53,3206.665,0.17647792,1646.3414,1890000.0,1148.0,118125.0,,29504.0,0.0002027936,0.1,2.1615376 +3343.44,3207.505,0.19851018,1646.4471,1900000.0,1154.0,118750.0,,29664.0,0.0002025376,0.1,2.2176323 +3207.4,3207.992,0.1990163,1646.5518,1910000.0,1160.0,119375.0,,29824.0,0.0002022816,0.1,2.1687279 +3235.72,3208.3328,0.26756847,1646.6553,1920000.0,1166.0,120000.0,,29984.0,0.0002020256,0.1,2.112917 +3171.73,3208.445,0.30768853,1646.7577,1930000.0,1172.0,120625.0,,30144.0,0.0002017696,0.1,2.1991878 +3084.27,3207.7576,0.169175,1645.4623,1940000.0,1179.0,121250.0,,30304.0,0.0002015136,0.1,2.1529584 +3151.4,3208.268,0.21717039,1645.5696,1950000.0,1185.0,121875.0,,30464.0,0.0002012576,0.1,1.9034836 +3238.31,3210.1448,0.26188937,1645.6759,1960000.0,1191.0,122500.0,,30624.0,0.0002010016,0.1,2.1246943 +3348.88,3214.9312,0.24128015,1647.1572,1970000.0,1196.0,123125.0,,30752.0,0.0002007968,0.1,2.1717548 +3463.87,3220.0867,0.15723842,1647.2545,1980000.0,1202.0,123750.0,,30912.0,0.0002005408,0.1,2.1678052 +3537.65,3227.3005,0.19386485,1647.351,1990000.0,1208.0,124375.0,,31072.0,0.0002002848,0.1,2.2793674 +3611.49,3235.6765,0.29750627,1647.4464,2000000.0,1214.0,125000.0,,31232.0,0.0002000288,0.1,2.1665382 +3555.06,3244.029,0.20918792,1647.541,2010000.0,1220.0,125625.0,,31392.0,0.0001997728,0.1,2.2628713 +3621.4,3252.4187,0.18182424,1647.6346,2020000.0,1226.0,126250.0,,31552.0,0.0001995168,0.1,2.1204312 +3530.02,3259.294,0.19876751,1647.7273,2030000.0,1232.0,126875.0,,31712.0,0.0001992608,0.1,2.2377505 +3481.96,3264.8445,0.18227194,1647.8191,2040000.0,1238.0,127500.0,,31872.0,0.0001990048,0.1,2.162207 +3513.46,3268.152,0.2737816,1647.9099,2050000.0,1244.0,128125.0,,32000.0,0.0001988,0.1,2.244782 +3620.25,3271.7693,0.2199585,1648.0,2060000.0,1250.0,128750.0,,32160.0,0.000198544,0.1,2.2115831 +3501.8,3274.032,0.122461826,1648.0891,2070000.0,1256.0,129375.0,,32320.0,0.000198288,0.1,2.1621108 +3388.69,3275.11,0.17386207,1646.8726,2080000.0,1263.0,130000.0,,32480.0,0.000198032,0.1,2.2084394 +3501.09,3277.0657,0.2976449,1646.9661,2090000.0,1269.0,130625.0,,32640.0,0.000197776,0.1,2.1586125 +3517.37,3279.8323,0.14287934,1647.0588,2100000.0,1275.0,131250.0,,32800.0,0.00019752,0.1,2.1832976 +3425.98,3281.741,0.14448766,1645.8658,2110000.0,1282.0,131875.0,,32960.0,0.000197264,0.1,2.1349022 +3411.18,3282.9668,0.23555471,1645.9628,2120000.0,1288.0,132500.0,,33120.0,0.000197008,0.1,2.2436538 +3532.29,3287.2576,0.18428339,1647.3318,2130000.0,1293.0,133125.0,,33280.0,0.000196752,0.1,2.1867356 +3540.29,3291.3865,0.24835283,1647.4211,2140000.0,1299.0,133750.0,,33408.0,0.0001965472,0.1,2.184329 +3438.35,3293.9316,0.16734242,1647.5095,2150000.0,1305.0,134375.0,,33568.0,0.0001962912,0.1,2.172597 +3434.17,3295.067,0.19464973,1647.5973,2160000.0,1311.0,135000.0,,33728.0,0.0001960352,0.1,2.0725734 +3282.69,3294.2654,0.18686457,1647.6841,2170000.0,1317.0,135625.0,,33888.0,0.0001957792,0.1,2.2413027 +3297.8,3293.594,0.19705276,1647.7703,2180000.0,1323.0,136250.0,,34048.0,0.0001955232,0.1,2.0794818 +3294.89,3294.539,0.21245089,1647.8556,2190000.0,1329.0,136875.0,,34208.0,0.0001952672,0.1,2.0923886 +3161.68,3295.7693,0.13055207,1647.9401,2200000.0,1335.0,137500.0,,34368.0,0.0001950112,0.1,2.0846272 +3089.89,3296.877,0.17897215,1648.0238,2210000.0,1341.0,138125.0,,34528.0,0.0001947552,0.1,2.0075161 +3289.58,3300.9958,0.14016958,1648.1069,2220000.0,1347.0,138750.0,,34656.0,0.0001945504,0.1,2.0657153 +3151.26,3304.495,0.26511654,1646.9719,2230000.0,1354.0,139375.0,,34816.0,0.0001942944,0.1,2.0597363 +3368.84,3310.3518,0.2047997,1645.8486,2240000.0,1361.0,140000.0,,34976.0,0.0001940384,0.1,1.9369228 +3460.8,3318.4238,0.28838807,1645.9401,2250000.0,1367.0,140625.0,,35136.0,0.0001937824,0.1,1.9422803 +3485.09,3325.9387,0.18012056,1646.0306,2260000.0,1373.0,141250.0,,35296.0,0.0001935264,0.1,2.072514 +3600.46,3335.5835,0.13451113,1646.1204,2270000.0,1379.0,141875.0,,35456.0,0.0001932704,0.1,2.1160803 +3570.45,3345.42,0.25705993,1646.2094,2280000.0,1385.0,142500.0,,35616.0,0.0001930144,0.1,2.1896532 +3675.14,3355.8076,0.15056895,1646.2976,2290000.0,1391.0,143125.0,,35776.0,0.0001927584,0.1,2.1025798 +3565.36,3364.455,0.17378697,1646.3851,2300000.0,1397.0,143750.0,,35936.0,0.0001925024,0.1,2.0211525 +3339.41,3371.4321,0.13169448,1646.4718,2310000.0,1403.0,144375.0,,36064.0,0.0001922976,0.1,2.0749562 +3227.57,3376.1504,0.19904234,1647.7273,2320000.0,1408.0,145000.0,,36224.0,0.0001920416,0.1,1.9806843 +3163.01,3379.7766,0.19028597,1647.8076,2330000.0,1414.0,145625.0,,36384.0,0.0001917856,0.1,1.9975579 +3067.41,3381.5205,0.13501275,1647.8873,2340000.0,1420.0,146250.0,,36544.0,0.0001915296,0.1,2.0587091 +2931.19,3381.412,0.25413,1646.8115,2350000.0,1427.0,146875.0,,36704.0,0.0001912736,0.1,2.0089247 +2895.24,3381.4285,0.20601434,1646.8947,2360000.0,1433.0,147500.0,,36864.0,0.0001910176,0.1,2.0192728 +2884.49,3381.3076,0.2552279,1646.977,2370000.0,1439.0,148125.0,,37024.0,0.0001907616,0.1,1.897888 +2972.38,3382.1084,0.14356099,1647.0588,2380000.0,1445.0,148750.0,,37184.0,0.0001905056,0.1,1.9792336 +2847.51,3382.4868,0.17478177,1647.1399,2390000.0,1451.0,149375.0,,37312.0,0.0001903008,0.1,1.9061264 +2933.67,3384.7585,0.18694071,1647.2203,2400000.0,1457.0,150000.0,,37472.0,0.0001900448,0.1,1.8858603 +2927.71,3386.6577,0.20610076,1647.3,2410000.0,1463.0,150625.0,,37632.0,0.0001897888,0.1,1.9961324 +2976.28,3389.2546,0.28275117,1646.2585,2420000.0,1470.0,151250.0,,37792.0,0.0001895328,0.1,1.9692296 +2964.47,3391.1719,0.15556563,1646.3414,2430000.0,1476.0,151875.0,,37952.0,0.0001892768,0.1,1.8931742 +3000.27,3393.155,0.15519035,1645.3136,2440000.0,1483.0,152500.0,,38112.0,0.0001890208,0.1,2.0320964 +3207.66,3397.0137,0.22405617,1644.2953,2450000.0,1490.0,153125.0,,38272.0,0.0001887648,0.1,1.9059305 +3351.25,3398.963,0.1464529,1644.385,2460000.0,1496.0,153750.0,,38432.0,0.0001885088,0.1,1.8882146 +3451.7,3402.752,0.18389875,1644.474,2470000.0,1502.0,154375.0,,38592.0,0.0001882528,0.1,1.9737358 +3560.21,3407.4077,0.19119129,1645.6536,2480000.0,1507.0,155000.0,,38720.0,0.000188048,0.1,1.8678055 +3521.69,3412.5852,0.21337368,1645.7369,2490000.0,1513.0,155625.0,,38880.0,0.000187792,0.1,1.9813308 +3596.11,3417.561,0.1529256,1644.7368,2500000.0,1520.0,156250.0,,39040.0,0.000187536,0.1,1.9586616 +3742.5,3422.8174,0.14402665,1644.8231,2510000.0,1526.0,156875.0,,39200.0,0.00018728,0.1,2.1249757 +3665.55,3428.1074,0.24320015,1644.9086,2520000.0,1532.0,157500.0,,39360.0,0.000187024,0.1,1.8218417 +3557.36,3432.6472,0.30611786,1644.9935,2530000.0,1538.0,158125.0,,39520.0,0.000186768,0.1,1.8889768 +3256.66,3432.378,0.15217158,1645.0778,2540000.0,1544.0,158750.0,,39680.0,0.000186512,0.1,1.9869146 +3177.31,3430.8315,0.19362897,1645.1613,2550000.0,1550.0,159375.0,,39840.0,0.000186256,0.1,1.9116447 +3082.43,3426.444,0.1818678,1645.2443,2560000.0,1556.0,160000.0,,40000.0,0.000186,0.1,1.8937666 +3099.69,3420.5605,0.28374827,1645.3265,2570000.0,1562.0,160625.0,,40128.0,0.0001857952,0.1,2.0169358 +2964.67,3413.4656,0.30090988,1645.4082,2580000.0,1568.0,161250.0,,40288.0,0.0001855392,0.1,1.9513799 +2905.63,3405.759,0.27117756,1645.4893,2590000.0,1574.0,161875.0,,40448.0,0.0001852832,0.1,2.0032969 +2971.97,3398.3,0.22097442,1645.5696,2600000.0,1580.0,162500.0,,40608.0,0.0001850272,0.1,2.0651193 +3207.85,3393.9043,0.2609573,1645.6494,2610000.0,1586.0,163125.0,,40768.0,0.0001847712,0.1,2.1693063 +3456.47,3393.174,0.21326143,1645.7286,2620000.0,1592.0,163750.0,,40928.0,0.0001845152,0.1,1.8913554 +3599.27,3392.8713,0.3430015,1645.8073,2630000.0,1598.0,164375.0,,41088.0,0.0001842592,0.1,1.9731965 +3614.56,3394.1748,0.18786263,1645.8853,2640000.0,1604.0,165000.0,,41248.0,0.0001840032,0.1,2.0565963 +3523.57,3393.3582,0.13623314,1646.9857,2650000.0,1609.0,165625.0,,41376.0,0.0001837984,0.1,1.9444921 +3694.8,3394.5703,0.24571602,1647.0588,2660000.0,1615.0,166250.0,,41536.0,0.0001835424,0.1,1.9970558 +3648.91,3394.6729,0.18184422,1647.1313,2670000.0,1621.0,166875.0,,41696.0,0.0001832864,0.1,2.098639 +3369.44,3392.3853,0.26405603,1647.2035,2680000.0,1627.0,167500.0,,41856.0,0.0001830304,0.1,1.9670259 +3099.95,3388.1885,0.16719438,1647.2749,2690000.0,1633.0,168125.0,,42016.0,0.0001827744,0.1,1.8973675 +2937.94,3381.162,0.18751603,1647.346,2700000.0,1639.0,168750.0,,42176.0,0.0001825184,0.1,2.0161152 +2945.48,3373.882,0.33529922,1646.4155,2710000.0,1646.0,169375.0,,42336.0,0.0001822624,0.1,1.9780581 +2993.18,3365.4666,0.17290543,1647.4863,2720000.0,1651.0,170000.0,,42496.0,0.0001820064,0.1,1.9264655 +2918.4,3358.9673,0.22785899,1646.5621,2730000.0,1658.0,170625.0,,42656.0,0.0001817504,0.1,1.9567511 +2889.29,3351.4338,0.127309,1647.6248,2740000.0,1663.0,171250.0,,42784.0,0.0001815456,0.1,2.0620277 +2966.32,3345.9688,0.27984515,1647.6932,2750000.0,1669.0,171875.0,,42944.0,0.0001812896,0.1,2.0764728 +3019.59,3340.2021,0.30505374,1647.7612,2760000.0,1675.0,172500.0,,43104.0,0.0001810336,0.1,1.9921801 +3080.43,3335.0981,0.27398774,1647.8286,2770000.0,1681.0,173125.0,,43264.0,0.0001807776,0.1,1.9651525 +3041.99,3331.8564,0.2800671,1647.8956,2780000.0,1687.0,173750.0,,43424.0,0.0001805216,0.1,2.0605304 +3107.54,3329.7732,0.15594968,1647.9622,2790000.0,1693.0,174375.0,,43584.0,0.0001802656,0.1,1.971261 +3202.01,3326.6987,0.22682266,1648.0282,2800000.0,1699.0,175000.0,,43744.0,0.0001800096,0.1,1.9011736 +3222.14,3323.3735,0.19966626,1649.061,2810000.0,1704.0,175625.0,,43904.0,0.0001797536,0.1,1.983666 +3336.13,3320.007,0.19001772,1649.1228,2820000.0,1710.0,176250.0,,44032.0,0.0001795488,0.1,1.9423933 +3175.07,3314.43,0.22500643,1649.1842,2830000.0,1716.0,176875.0,,44192.0,0.0001792928,0.1,1.9517623 +3418.03,3311.5054,0.21710953,1649.2451,2840000.0,1722.0,177500.0,,44352.0,0.0001790368,0.1,1.9224974 +3437.63,3308.0671,0.1393011,1649.3055,2850000.0,1728.0,178125.0,,44512.0,0.0001787808,0.1,1.9253075 +3385.63,3303.2883,0.19505595,1649.3656,2860000.0,1734.0,178750.0,,44672.0,0.0001785248,0.1,1.8704838 +3393.71,3298.3843,0.22623144,1649.4253,2870000.0,1740.0,179375.0,,44832.0,0.0001782688,0.1,1.7163304 +3464.24,3296.0457,0.21471013,1649.4845,2880000.0,1746.0,180000.0,,44992.0,0.0001780128,0.1,1.9319286 +3539.98,3296.34,0.25774598,1649.5433,2890000.0,1752.0,180625.0,,45152.0,0.0001777568,0.1,1.7756227 +3715.83,3300.064,0.15910129,1650.5406,2900000.0,1757.0,181250.0,,45312.0,0.0001775008,0.1,1.9837255 +3647.95,3304.4695,0.2345093,1650.5956,2910000.0,1763.0,181875.0,,45440.0,0.000177296,0.1,1.9153861 +3692.01,3309.0322,0.12263616,1650.65,2920000.0,1769.0,182500.0,,45600.0,0.00017704,0.1,1.9370756 +3615.17,3313.4663,0.13225012,1650.7042,2930000.0,1775.0,183125.0,,45760.0,0.000176784,0.1,1.9489343 +3461.23,3317.2358,0.1779071,1650.758,2940000.0,1781.0,183750.0,,45920.0,0.000176528,0.1,1.9142019 +3380.08,3319.5227,0.16793865,1649.8882,2950000.0,1788.0,184375.0,,46080.0,0.000176272,0.1,2.0274682 +3271.16,3319.8516,0.19986387,1649.9442,2960000.0,1794.0,185000.0,,46240.0,0.000176016,0.1,1.83374 +3124.28,3317.6057,0.12863722,1650.0,2970000.0,1800.0,185625.0,,46400.0,0.00017576,0.1,1.9847183 +3033.8,3313.3054,0.1747947,1649.1422,2980000.0,1807.0,186250.0,,46560.0,0.000175504,0.1,2.032718 +3004.03,3307.969,0.19410549,1650.1104,2990000.0,1812.0,186875.0,,46688.0,0.0001752992,0.1,1.9325166 +2991.33,3301.7676,0.10658735,1650.165,3000000.0,1818.0,187500.0,,46848.0,0.0001750432,0.1,1.9306598 +2965.02,3295.8672,0.2586373,1650.2192,3010000.0,1824.0,188125.0,,47008.0,0.0001747872,0.1,1.8950405 +3005.53,3289.708,0.110200465,1650.2732,3020000.0,1830.0,188750.0,,47168.0,0.0001745312,0.1,1.9654622 +2951.57,3283.9238,0.13440241,1650.3268,3030000.0,1836.0,189375.0,,47328.0,0.0001742752,0.1,1.9555091 +2979.98,3278.9038,0.14905119,1650.38,3040000.0,1842.0,190000.0,,47488.0,0.0001740192,0.1,2.038167 +3125.44,3275.0234,0.1985744,1650.4329,3050000.0,1848.0,190625.0,,47648.0,0.0001737632,0.1,2.0374494 +3247.91,3271.3,0.15239109,1649.5957,3060000.0,1855.0,191250.0,,47808.0,0.0001735072,0.1,1.9860318 +3345.44,3269.7363,0.17796727,1649.6508,3070000.0,1861.0,191875.0,,47968.0,0.0001732512,0.1,2.0714152 +3224.01,3268.0896,0.1236027,1650.5895,3080000.0,1866.0,192500.0,,48096.0,0.0001730464,0.1,1.9862821 +3067.52,3263.7544,0.19777691,1650.641,3090000.0,1872.0,193125.0,,48256.0,0.0001727904,0.1,2.0242038 +3159.09,3260.1711,0.12111195,1650.6923,3100000.0,1878.0,193750.0,,48416.0,0.0001725344,0.1,2.0508678 +3045.19,3256.3635,0.26934242,1650.743,3110000.0,1884.0,194375.0,,48576.0,0.0001722784,0.1,2.040626 +2920.01,3251.4517,0.21277499,1650.7937,3120000.0,1890.0,195000.0,,48736.0,0.0001720224,0.1,2.0789223 +2796.28,3244.0916,0.2310778,1651.7151,3130000.0,1895.0,195625.0,,48896.0,0.0001717664,0.1,1.9843497 +2704.77,3235.7363,0.13772221,1650.8938,3140000.0,1902.0,196250.0,,49056.0,0.0001715104,0.1,1.9689443 +3088.47,3232.2375,0.19574353,1650.9434,3150000.0,1908.0,196875.0,,49216.0,0.0001712544,0.1,1.956125 +3186.17,3229.7576,0.120469846,1651.8557,3160000.0,1913.0,197500.0,,49344.0,0.0001710496,0.1,2.1051579 +3190.4,3228.8347,0.13988113,1651.902,3170000.0,1919.0,198125.0,,49504.0,0.0001707936,0.1,1.970308 +3143.38,3227.2903,0.16905043,1651.0903,3180000.0,1926.0,198750.0,,49664.0,0.0001705376,0.1,1.9853313 +3114.2,3225.4832,0.18970433,1651.1387,3190000.0,1932.0,199375.0,,49824.0,0.0001702816,0.1,2.0161157 +3054.0,3224.4065,0.12465798,1652.0392,3200000.0,1937.0,200000.0,,49984.0,0.0001700256,0.1,1.9499239 +2715.51,3220.6628,0.13246255,1651.2346,3210000.0,1944.0,200625.0,,50144.0,0.0001697696,0.1,2.0158434 +2674.46,3214.5115,0.22117704,1651.2821,3220000.0,1950.0,201250.0,,50304.0,0.0001695136,0.1,1.9483926 +2532.48,3208.3237,0.17071499,1651.3292,3230000.0,1956.0,201875.0,,50464.0,0.0001692576,0.1,2.0272288 +2672.84,3201.3638,0.1194123,1651.3761,3240000.0,1962.0,202500.0,,50624.0,0.0001690016,0.1,1.9853023 +2781.52,3194.5713,0.1586007,1652.2623,3250000.0,1967.0,203125.0,,50752.0,0.0001687968,0.1,1.909473 +2845.7,3188.1772,0.18926112,1652.3062,3260000.0,1973.0,203750.0,,50912.0,0.0001685408,0.1,1.9318285 +2850.6,3180.6785,0.1751627,1651.5151,3270000.0,1980.0,204375.0,,51072.0,0.0001682848,0.1,1.9472322 +2792.66,3172.9004,0.21416669,1651.5609,3280000.0,1986.0,205000.0,,51232.0,0.0001680288,0.1,1.925654 +2916.38,3165.3127,0.22034301,1651.6064,3290000.0,1992.0,205625.0,,51392.0,0.0001677728,0.1,1.8404727 +2807.39,3157.7332,0.14411944,1652.4788,3300000.0,1997.0,206250.0,,51552.0,0.0001675168,0.1,1.7368828 +2818.51,3152.5242,0.2990998,1652.5212,3310000.0,2003.0,206875.0,,51712.0,0.0001672608,0.1,1.7703322 +2975.6,3150.0042,0.23998213,1652.5635,3320000.0,2009.0,207500.0,,51872.0,0.0001670048,0.1,1.8849819 +3003.27,3148.4072,0.1807746,1652.6055,3330000.0,2015.0,208125.0,,52000.0,0.0001668,0.1,1.8543749 +3156.83,3149.3015,0.15161638,1651.8298,3340000.0,2022.0,208750.0,,52160.0,0.000166544,0.1,1.7465532 +3111.18,3151.1016,0.16759722,1651.8738,3350000.0,2028.0,209375.0,,52320.0,0.000166288,0.1,1.9845595 +3228.07,3154.43,0.14084835,1651.9174,3360000.0,2034.0,210000.0,,52480.0,0.000166032,0.1,1.9968187 +3373.53,3159.3203,0.16416782,1651.1514,3370000.0,2041.0,210625.0,,52640.0,0.000165776,0.1,1.9097948 +3359.51,3163.1917,0.1815702,1652.0039,3380000.0,2046.0,211250.0,,52800.0,0.00016552,0.1,1.831325 +3334.18,3168.058,0.21572532,1652.0468,3390000.0,2052.0,211875.0,,52960.0,0.000165264,0.1,1.9504862 +3210.42,3170.8257,0.20670901,1652.0894,3400000.0,2058.0,212500.0,,53120.0,0.000165008,0.1,1.8795266 +3092.75,3172.4758,0.21318862,1652.1318,3410000.0,2064.0,213125.0,,53280.0,0.000164752,0.1,1.8051927 +3026.29,3172.9763,0.16631085,1652.174,3420000.0,2070.0,213750.0,,53408.0,0.0001645472,0.1,1.8762507 +3033.41,3173.6653,0.19681533,1651.4203,3430000.0,2077.0,214375.0,,53568.0,0.0001642912,0.1,1.8513525 +2817.42,3171.8367,0.12028081,1650.6718,3440000.0,2084.0,215000.0,,53728.0,0.0001640352,0.1,1.9123306 +2841.77,3168.1777,0.17826957,1650.7177,3450000.0,2090.0,215625.0,,53888.0,0.0001637792,0.1,1.9064113 +2803.77,3162.7034,0.14137928,1649.9762,3460000.0,2097.0,216250.0,,54048.0,0.0001635232,0.1,1.8553852 +2905.09,3157.2368,0.14292009,1650.0238,3470000.0,2103.0,216875.0,,54208.0,0.0001632672,0.1,1.9765025 +2894.16,3150.577,0.17127593,1650.0712,3480000.0,2109.0,217500.0,,54368.0,0.0001630112,0.1,1.8107167 +2844.46,3143.8044,0.17114723,1650.1182,3490000.0,2115.0,218125.0,,54528.0,0.0001627552,0.1,1.8509141 +2911.83,3136.962,0.21696429,1650.165,3500000.0,2121.0,218750.0,,54656.0,0.0001625504,0.1,1.8538342 +3079.16,3130.3281,0.1729938,1650.2115,3510000.0,2127.0,219375.0,,54816.0,0.0001622944,0.1,1.9496645 +3115.39,3124.8267,0.15402578,1650.2578,3520000.0,2133.0,220000.0,,54976.0,0.0001620384,0.1,1.9320996 +3033.42,3119.5872,0.19590944,1650.3038,3530000.0,2139.0,220625.0,,55136.0,0.0001617824,0.1,1.9911518 +3188.57,3118.906,0.1766307,1650.3496,3540000.0,2145.0,221250.0,,55296.0,0.0001615264,0.1,1.8863611 +3350.23,3120.635,0.17589352,1649.6283,3550000.0,2152.0,221875.0,,55456.0,0.0001612704,0.1,1.8901932 +3399.73,3123.8079,0.23902196,1648.9115,3560000.0,2159.0,222500.0,,55616.0,0.0001610144,0.1,1.8771973 +3246.1,3125.2722,0.27522326,1648.1995,3570000.0,2166.0,223125.0,,55776.0,0.0001607584,0.1,1.8744925 +3201.02,3127.636,0.11079478,1648.2505,3580000.0,2172.0,223750.0,,55936.0,0.0001605024,0.1,1.8287709 +3267.63,3131.2559,0.16204269,1649.0583,3590000.0,2177.0,224375.0,,56064.0,0.0001602976,0.1,1.796186 +3062.2,3132.1582,0.22904691,1649.1067,3600000.0,2183.0,225000.0,,56224.0,0.0001600416,0.1,1.823333 +2872.42,3128.8037,0.22078644,1649.1549,3610000.0,2189.0,225625.0,,56384.0,0.0001597856,0.1,1.9874138 +2779.16,3122.0305,0.20236129,1649.2028,3620000.0,2195.0,226250.0,,56544.0,0.0001595296,0.1,1.873997 +2687.23,3112.91,0.2647932,1649.2504,3630000.0,2201.0,226875.0,,56704.0,0.0001592736,0.1,1.8256797 +2732.43,3104.089,0.16513431,1649.2977,3640000.0,2207.0,227500.0,,56864.0,0.0001590176,0.1,1.8183038 +2683.93,3095.6924,0.215374,1648.5999,3650000.0,2214.0,228125.0,,57024.0,0.0001587616,0.1,1.8750777 +2797.77,3086.7224,0.13011473,1648.6487,3660000.0,2220.0,228750.0,,57184.0,0.0001585056,0.1,1.8600259 +2828.16,3078.5154,0.15803657,1649.4382,3670000.0,2225.0,229375.0,,57312.0,0.0001583008,0.1,1.8938866 +2812.04,3072.941,0.27768195,1649.4845,3680000.0,2231.0,230000.0,,57472.0,0.0001580448,0.1,1.9700577 +2797.86,3069.9204,0.17644553,1648.7936,3690000.0,2238.0,230625.0,,57632.0,0.0001577888,0.1,1.7886925 +2776.05,3068.3013,0.23118076,1648.8413,3700000.0,2244.0,231250.0,,57792.0,0.0001575328,0.1,1.9338295 +2816.71,3067.0137,0.1584961,1648.8889,3710000.0,2250.0,231875.0,,57952.0,0.0001572768,0.1,1.8708842 +3024.37,3067.326,0.22907709,1649.6674,3720000.0,2255.0,232500.0,,58112.0,0.0001570208,0.1,1.8516288 +3137.35,3069.515,0.11137843,1649.7125,3730000.0,2261.0,233125.0,,58272.0,0.0001567648,0.1,1.8745749 +3174.71,3072.3694,0.22259907,1649.03,3740000.0,2268.0,233750.0,,58432.0,0.0001565088,0.1,1.8065796 +3223.15,3074.9375,0.11046882,1648.3517,3750000.0,2275.0,234375.0,,58592.0,0.0001562528,0.1,1.914186 +3210.95,3076.8508,0.2202119,1649.1228,3760000.0,2280.0,235000.0,,58720.0,0.000156048,0.1,1.8404436 +3119.54,3077.2422,0.20032433,1649.1688,3770000.0,2286.0,235625.0,,58880.0,0.000155792,0.1,1.8628067 +2933.58,3076.1582,0.20153625,1649.2146,3780000.0,2292.0,236250.0,,59040.0,0.000155536,0.1,1.9101905 +2764.12,3072.7236,0.1577945,1648.5428,3790000.0,2299.0,236875.0,,59200.0,0.00015528,0.1,1.875715 +2889.7,3069.6006,0.18960688,1647.8751,3800000.0,2306.0,237500.0,,59360.0,0.000155024,0.1,1.7771891 +2930.3,3066.6821,0.20816693,1648.637,3810000.0,2311.0,238125.0,,59520.0,0.000154768,0.1,1.8190014 +2922.51,3062.5461,0.21525903,1647.9724,3820000.0,2318.0,238750.0,,59680.0,0.000154512,0.1,1.7973168 +2823.35,3059.0283,0.17653416,1648.0206,3830000.0,2324.0,239375.0,,59840.0,0.000154256,0.1,1.8326085 +2960.37,3054.4521,0.3017555,1648.7762,3840000.0,2329.0,240000.0,,60000.0,0.000154,0.1,1.7576163 +3024.24,3050.3184,0.202558,1648.8223,3850000.0,2335.0,240625.0,,60128.0,0.0001537952,0.1,1.832165 +2914.34,3045.6057,0.24765609,1648.868,3860000.0,2341.0,241250.0,,60288.0,0.0001535392,0.1,1.5753133 +2853.63,3040.2046,0.15977576,1648.9135,3870000.0,2347.0,241875.0,,60448.0,0.0001532832,0.1,1.8278708 +2857.24,3034.1348,0.18457577,1648.9587,3880000.0,2353.0,242500.0,,60608.0,0.0001530272,0.1,1.7936963 +2902.13,3027.7566,0.120514154,1648.305,3890000.0,2360.0,243125.0,,60768.0,0.0001527712,0.1,1.6775658 +2761.74,3018.2156,0.19828536,1647.6553,3900000.0,2367.0,243750.0,,60928.0,0.0001525152,0.1,1.5750487 +2756.68,3009.3032,0.3381452,1647.7034,3910000.0,2373.0,244375.0,,61088.0,0.0001522592,0.1,1.6928229 +2824.73,3000.6296,0.24580963,1647.7511,3920000.0,2379.0,245000.0,,61248.0,0.0001520032,0.1,1.6535165 +2947.17,2993.95,0.39860487,1647.7987,3930000.0,2385.0,245625.0,,61376.0,0.0001517984,0.1,1.8310007 +3071.32,2990.0503,0.15831314,1647.8461,3940000.0,2391.0,246250.0,,61536.0,0.0001515424,0.1,1.8250139 +2988.7,2986.1365,0.14393285,1648.5809,3950000.0,2396.0,246875.0,,61696.0,0.0001512864,0.1,1.7016423 +3065.04,2984.0752,0.18791322,1647.9401,3960000.0,2403.0,247500.0,,61856.0,0.0001510304,0.1,1.6019652 +3115.31,2983.9858,0.32765758,1647.9867,3970000.0,2409.0,248125.0,,62016.0,0.0001507744,0.1,1.7989295 +3050.03,2984.1482,0.308505,1648.0331,3980000.0,2415.0,248750.0,,62176.0,0.0001505184,0.1,1.8346035 +3123.12,2985.3394,0.23059045,1648.0793,3990000.0,2421.0,249375.0,,62336.0,0.0001502624,0.1,1.7643886 +3087.5,2986.301,0.13435395,1647.4464,4000000.0,2428.0,250000.0,,62496.0,0.0001500064,0.1,1.7683191 +3083.85,2987.4893,0.17981814,1647.4939,4010000.0,2434.0,250625.0,,62656.0,0.0001497504,0.1,1.6465173 +3014.77,2987.5818,0.12560567,1647.541,4020000.0,2440.0,251250.0,,62784.0,0.0001495456,0.1,1.759988 +3035.13,2988.4172,0.18591169,1647.5879,4030000.0,2446.0,251875.0,,62944.0,0.0001492896,0.1,1.6664752 +2950.69,2988.1243,0.20393118,1648.3068,4040000.0,2451.0,252500.0,,63104.0,0.0001490336,0.1,1.6153262 +2816.0,2985.03,0.18006165,1648.3517,4050000.0,2457.0,253125.0,,63264.0,0.0001487776,0.1,1.7404317 +3054.45,2983.0952,0.2836672,1648.3962,4060000.0,2463.0,253750.0,,63424.0,0.0001485216,0.1,1.7535663 +3039.65,2980.037,0.21113591,1648.4407,4070000.0,2469.0,254375.0,,63584.0,0.0001482656,0.1,1.6743087 +3057.31,2978.3704,0.12772715,1647.8191,4080000.0,2476.0,255000.0,,63744.0,0.0001480096,0.1,1.8317508 +3187.24,2979.5679,0.12397784,1647.8646,4090000.0,2482.0,255625.0,,63904.0,0.0001477536,0.1,1.7679276 +3165.26,2979.6296,0.14767008,1648.5726,4100000.0,2487.0,256250.0,,64032.0,0.0001475488,0.1,1.7640396 +3181.79,2980.9954,0.19349827,1648.6161,4110000.0,2493.0,256875.0,,64192.0,0.0001472928,0.1,1.6852496 +2983.42,2981.6294,0.17602967,1648.6594,4120000.0,2499.0,257500.0,,64352.0,0.0001470368,0.1,1.788274 +3034.46,2984.011,0.21759565,1648.7026,4130000.0,2505.0,258125.0,,64512.0,0.0001467808,0.1,1.606642 +3074.72,2987.7107,0.2682993,1648.7455,4140000.0,2511.0,258750.0,,64672.0,0.0001465248,0.1,1.6276834 +3084.1,2987.667,0.20376708,1648.7882,4150000.0,2517.0,259375.0,,64832.0,0.0001462688,0.1,1.7541854 +3138.32,2987.1885,0.29058298,1648.8308,4160000.0,2523.0,260000.0,,64992.0,0.0001460128,0.1,1.8327163 +3288.75,2988.1719,0.19073446,1648.873,4170000.0,2529.0,260625.0,,65152.0,0.0001457568,0.1,1.7329347 +3357.99,2990.3179,0.31327987,1648.9152,4180000.0,2535.0,261250.0,,65312.0,0.0001455008,0.1,1.7430768 +3471.72,2993.8936,0.286025,1648.9572,4190000.0,2541.0,261875.0,,65440.0,0.000145296,0.1,1.6770494 +3455.85,2997.9119,0.27477154,1648.9988,4200000.0,2547.0,262500.0,,65600.0,0.00014504,0.1,1.7399659 +3386.5,3004.6216,0.13964233,1649.6865,4210000.0,2552.0,263125.0,,65760.0,0.000144784,0.1,1.7503617 +3431.78,3012.1946,0.24175617,1649.7263,4220000.0,2558.0,263750.0,,65920.0,0.000144528,0.1,1.8007716 +3353.0,3020.4,0.1641695,1649.766,4230000.0,2564.0,264375.0,,66080.0,0.000144272,0.1,1.8458558 +3529.88,3028.9702,0.11265693,1649.8054,4240000.0,2570.0,265000.0,,66240.0,0.000144016,0.1,1.7140603 +3370.48,3034.86,0.18976647,1649.8447,4250000.0,2576.0,265625.0,,66400.0,0.00014376,0.1,1.6326574 +3311.41,3039.5168,0.16570427,1649.8838,4260000.0,2582.0,266250.0,,66560.0,0.000143504,0.1,1.8206797 +3397.03,3044.9812,0.19912548,1649.9227,4270000.0,2588.0,266875.0,,66688.0,0.0001432992,0.1,1.8102951 +3504.36,3052.0984,0.17113476,1649.9614,4280000.0,2594.0,267500.0,,66848.0,0.0001430432,0.1,1.8217974 +3607.23,3059.007,0.24437588,1650.0,4290000.0,2600.0,268125.0,,67008.0,0.0001427872,0.1,1.7373102 +3494.7,3065.88,0.184776,1650.0383,4300000.0,2606.0,268750.0,,67168.0,0.0001425312,0.1,1.8199849 +3382.3,3071.518,0.15839808,1650.0765,4310000.0,2612.0,269375.0,,67328.0,0.0001422752,0.1,1.7448285 +3413.14,3075.893,0.18864554,1650.1146,4320000.0,2618.0,270000.0,,67488.0,0.0001420192,0.1,1.8023288 +3460.43,3080.465,0.22623655,1650.1525,4330000.0,2624.0,270625.0,,67648.0,0.0001417632,0.1,1.6606263 +3494.37,3083.8406,0.30278835,1650.1901,4340000.0,2630.0,271250.0,,67808.0,0.0001415072,0.1,1.7947692 +3496.54,3087.694,0.19581103,1650.2277,4350000.0,2636.0,271875.0,,67968.0,0.0001412512,0.1,1.727459 +3430.92,3089.7224,0.27453923,1650.8898,4360000.0,2641.0,272500.0,,68096.0,0.0001410464,0.1,1.7664989 +3511.87,3091.106,0.20588057,1650.3021,4370000.0,2648.0,273125.0,,68256.0,0.0001407904,0.1,1.6930494 +3582.02,3093.331,0.17677833,1650.3391,4380000.0,2654.0,273750.0,,68416.0,0.0001405344,0.1,1.729926 +3489.98,3094.8892,0.24158703,1650.376,4390000.0,2660.0,274375.0,,68576.0,0.0001402784,0.1,1.6747301 +3454.89,3097.3337,0.24989139,1650.4126,4400000.0,2666.0,275000.0,,68736.0,0.0001400224,0.1,1.62845 +3363.74,3100.0437,0.14421265,1650.4491,4410000.0,2672.0,275625.0,,68896.0,0.0001397664,0.1,1.709265 +3341.81,3103.1987,0.31496078,1650.4855,4420000.0,2678.0,276250.0,,69056.0,0.0001395104,0.1,1.7185714 +3452.81,3107.393,0.14708161,1650.5216,4430000.0,2684.0,276875.0,,69216.0,0.0001392544,0.1,1.699805 +3480.27,3114.0215,0.18736249,1650.5576,4440000.0,2690.0,277500.0,,69344.0,0.0001390496,0.1,1.5109693 +3368.24,3119.2866,0.14978522,1650.5935,4450000.0,2696.0,278125.0,,69504.0,0.0001387936,0.1,1.601551 +3341.67,3124.665,0.24551941,1651.2402,4460000.0,2701.0,278750.0,,69664.0,0.0001385376,0.1,1.6820462 +3351.74,3129.1318,0.31502792,1651.2744,4470000.0,2707.0,279375.0,,69824.0,0.0001382816,0.1,1.4407412 +3325.92,3133.449,0.181473,1650.7001,4480000.0,2714.0,280000.0,,69984.0,0.0001380256,0.1,1.6613541 +3268.44,3137.6887,0.1939228,1650.7354,4490000.0,2720.0,280625.0,,70144.0,0.0001377696,0.1,1.5683048 +3239.14,3140.9617,0.2526906,1650.7704,4500000.0,2726.0,281250.0,,70304.0,0.0001375136,0.1,1.6862612 +3397.49,3144.145,0.13844088,1650.8053,4510000.0,2732.0,281875.0,,70464.0,0.0001372576,0.1,1.5945694 +3331.22,3146.3035,0.2585309,1650.8401,4520000.0,2738.0,282500.0,,70624.0,0.0001370016,0.1,1.5122141 +3453.19,3150.501,0.18610533,1651.4764,4530000.0,2743.0,283125.0,,70752.0,0.0001367968,0.1,1.6361637 +3487.58,3153.4915,0.31050995,1651.5096,4540000.0,2749.0,283750.0,,70912.0,0.0001365408,0.1,1.5601721 +3461.55,3154.6047,0.24246478,1651.5426,4550000.0,2755.0,284375.0,,71072.0,0.0001362848,0.1,1.542599 +3401.11,3154.6191,0.20312935,1651.5756,4560000.0,2761.0,285000.0,,71232.0,0.0001360288,0.1,1.5439165 +3341.03,3155.568,0.17213379,1651.6083,4570000.0,2767.0,285625.0,,71392.0,0.0001357728,0.1,1.7041066 +3360.14,3157.1592,0.20795606,1651.0454,4580000.0,2774.0,286250.0,,71552.0,0.0001355168,0.1,1.4792362 +3327.53,3157.7578,0.29771215,1651.0791,4590000.0,2780.0,286875.0,,71712.0,0.0001352608,0.1,1.468364 +3168.97,3158.8252,0.22512296,1651.7056,4600000.0,2785.0,287500.0,,71872.0,0.0001350048,0.1,1.6110756 +3257.61,3162.6775,0.19408348,1651.7377,4610000.0,2791.0,288125.0,,72000.0,0.0001348,0.1,1.7086121 +3341.68,3168.3032,0.1493683,1651.7698,4620000.0,2797.0,288750.0,,72160.0,0.000134544,0.1,1.7150075 +3425.94,3175.69,0.17810602,1651.2125,4630000.0,2804.0,289375.0,,72320.0,0.000134288,0.1,1.618868 +3274.46,3181.1104,0.19849303,1651.2456,4640000.0,2810.0,290000.0,,72480.0,0.000134032,0.1,1.607728 +3331.73,3187.5884,0.25792477,1651.2784,4650000.0,2816.0,290625.0,,72640.0,0.000133776,0.1,1.6685537 +3260.35,3192.214,0.17387551,1651.3112,4660000.0,2822.0,291250.0,,72800.0,0.00013352,0.1,1.6394814 +3357.49,3197.507,0.24736032,1651.3438,4670000.0,2828.0,291875.0,,72960.0,0.000133264,0.1,1.6606573 +3409.23,3203.479,0.21912849,1651.3761,4680000.0,2834.0,292500.0,,73120.0,0.000133008,0.1,1.678874 +3450.07,3210.0012,0.26685086,1651.4084,4690000.0,2840.0,293125.0,,73280.0,0.000132752,0.1,1.6745884 +3663.27,3218.8738,0.21113712,1651.4407,4700000.0,2846.0,293750.0,,73408.0,0.0001325472,0.1,1.6673738 +3605.29,3226.759,0.1668808,1651.4727,4710000.0,2852.0,294375.0,,73568.0,0.0001322912,0.1,1.6489577 +3728.48,3233.8003,0.21233346,1651.5045,4720000.0,2858.0,295000.0,,73728.0,0.0001320352,0.1,1.6397184 +3573.86,3238.1655,0.24232231,1651.5363,4730000.0,2864.0,295625.0,,73888.0,0.0001317792,0.1,1.6096044 +3472.22,3241.1409,0.2798101,1650.9927,4740000.0,2871.0,296250.0,,74048.0,0.0001315232,0.1,1.590147 +3412.89,3243.038,0.20195645,1651.0254,4750000.0,2877.0,296875.0,,74208.0,0.0001312672,0.1,1.785637 +3315.65,3244.085,0.2535701,1651.058,4760000.0,2883.0,297500.0,,74368.0,0.0001310112,0.1,1.5845718 +3388.67,3246.776,0.19491455,1651.6621,4770000.0,2888.0,298125.0,,74528.0,0.0001307552,0.1,1.7344313 +3331.53,3250.7556,0.22675005,1651.6931,4780000.0,2894.0,298750.0,,74656.0,0.0001305504,0.1,1.5312696 +3325.09,3256.3657,0.19704226,1651.7241,4790000.0,2900.0,299375.0,,74816.0,0.0001302944,0.1,1.6614561 +3441.91,3261.8875,0.15537718,1651.755,4800000.0,2906.0,300000.0,,74976.0,0.0001300384,0.1,1.4855874 +3446.92,3267.0537,0.19749475,1651.7858,4810000.0,2912.0,300625.0,,75136.0,0.0001297824,0.1,1.6267879 +3408.59,3271.9143,0.22182241,1651.2505,4820000.0,2919.0,301250.0,,75296.0,0.0001295264,0.1,1.7141219 +3421.78,3277.8987,0.18009774,1651.8468,4830000.0,2924.0,301875.0,,75456.0,0.0001292704,0.1,1.5699266 +3376.85,3282.0637,0.21235204,1651.8771,4840000.0,2930.0,302500.0,,75616.0,0.0001290144,0.1,1.5528789 +3381.04,3285.6318,0.2407348,1651.9073,4850000.0,2936.0,303125.0,,75776.0,0.0001287584,0.1,1.6317136 +3384.16,3290.33,0.2953358,1651.9375,4860000.0,2942.0,303750.0,,75936.0,0.0001285024,0.1,1.6422894 +3454.99,3296.3435,0.13987638,1651.9674,4870000.0,2948.0,304375.0,,76064.0,0.0001282976,0.1,1.6857519 +3511.45,3302.8857,0.20500202,1651.9973,4880000.0,2954.0,305000.0,,76224.0,0.0001280416,0.1,1.6230967 +3413.98,3308.0042,0.25175038,1651.4691,4890000.0,2961.0,305625.0,,76384.0,0.0001277856,0.1,1.6510987 +3406.73,3314.4539,0.21835628,1651.4999,4900000.0,2967.0,306250.0,,76544.0,0.0001275296,0.1,1.5864387 +3399.9,3320.886,0.25791806,1651.5304,4910000.0,2973.0,306875.0,,76704.0,0.0001272736,0.1,1.5424702 +3266.15,3325.3005,0.23204464,1651.5609,4920000.0,2979.0,307500.0,,76864.0,0.0001270176,0.1,1.6627007 +3238.12,3328.21,0.25115764,1651.5913,4930000.0,2985.0,308125.0,,77024.0,0.0001267616,0.1,1.6523876 +3116.37,3328.6606,0.122921914,1651.6216,4940000.0,2991.0,308750.0,,77184.0,0.0001265056,0.1,1.5585201 +3242.65,3331.2,0.18581602,1652.2029,4950000.0,2996.0,309375.0,,77312.0,0.0001263008,0.1,1.6368543 +3336.79,3333.9175,0.2772253,1652.2318,4960000.0,3002.0,310000.0,,77472.0,0.0001260448,0.1,1.6030252 +3327.67,3336.041,0.23791224,1652.2606,4970000.0,3008.0,310625.0,,77632.0,0.0001257888,0.1,1.7465101 +3270.23,3338.2424,0.14267729,1652.2893,4980000.0,3014.0,311250.0,,77792.0,0.0001255328,0.1,1.6076806 +3237.22,3339.3835,0.22503614,1651.771,4990000.0,3021.0,311875.0,,77952.0,0.0001252768,0.1,1.6767001 +3093.64,3339.445,0.19588812,1651.8004,5000000.0,3027.0,312500.0,,78112.0,0.0001250208,0.1,1.7445624 +3031.9,3338.9255,0.33520663,1651.8298,5010000.0,3033.0,313125.0,,78272.0,0.0001247648,0.1,1.7450023 +3058.14,3339.3594,0.22408232,1651.8591,5020000.0,3039.0,313750.0,,78432.0,0.0001245088,0.1,1.6276976 +3018.28,3339.1907,0.18081196,1651.8883,5030000.0,3045.0,314375.0,,78592.0,0.0001242528,0.1,1.6766777 +2873.6,3338.4197,0.19391006,1651.9174,5040000.0,3051.0,315000.0,,78720.0,0.000124048,0.1,1.7018787 +2949.5,3339.755,0.13775408,1651.9464,5050000.0,3057.0,315625.0,,78880.0,0.000123792,0.1,1.6256831 +2926.2,3338.4724,0.17723356,1651.9752,5060000.0,3063.0,316250.0,,79040.0,0.000123536,0.1,1.7456232 +3023.9,3338.315,0.23105085,1652.0039,5070000.0,3069.0,316875.0,,79200.0,0.00012328,0.1,1.7311639 +3107.31,3338.815,0.2513493,1652.0325,5080000.0,3075.0,317500.0,,79360.0,0.000123024,0.1,1.599102 +3178.87,3338.7314,0.16758452,1652.061,5090000.0,3081.0,318125.0,,79520.0,0.000122768,0.1,1.5718756 +3346.09,3340.54,0.22088291,1652.0894,5100000.0,3087.0,318750.0,,79680.0,0.000122512,0.1,1.6246576 +3435.44,3343.0767,0.3182881,1652.1177,5110000.0,3093.0,319375.0,,79840.0,0.000122256,0.1,1.5533326 +3607.14,3349.3135,0.22999758,1652.1459,5120000.0,3099.0,320000.0,,80000.0,0.000122,0.1,1.6850818 +3424.92,3353.218,0.25110778,1652.174,5130000.0,3105.0,320625.0,,80128.0,0.0001217952,0.1,1.6307774 +3388.86,3356.3591,0.26058623,1652.2019,5140000.0,3111.0,321250.0,,80288.0,0.0001215392,0.1,1.5916654 +3424.77,3359.7664,0.31869817,1652.2297,5150000.0,3117.0,321875.0,,80448.0,0.0001212832,0.1,1.5934741 +3350.11,3361.8843,0.38293537,1652.2574,5160000.0,3123.0,322500.0,,80608.0,0.0001210272,0.1,1.5324748 +3381.47,3362.8118,0.24580686,1652.285,5170000.0,3129.0,323125.0,,80768.0,0.0001207712,0.1,1.5365379 +3340.73,3362.6392,0.18916722,1652.3126,5180000.0,3135.0,323750.0,,80928.0,0.0001205152,0.1,1.448777 +3413.37,3362.055,0.17259324,1652.34,5190000.0,3141.0,324375.0,,81088.0,0.0001202592,0.1,1.5523822 +3495.86,3362.4553,0.18470132,1652.3673,5200000.0,3147.0,325000.0,,81248.0,0.0001200032,0.1,1.4524055 +3412.69,3362.7173,0.18988961,1652.3945,5210000.0,3153.0,325625.0,,81376.0,0.0001197984,0.1,1.5850925 +3579.94,3364.199,0.21521273,1652.4216,5220000.0,3159.0,326250.0,,81536.0,0.0001195424,0.1,1.5191168 +3642.56,3367.0945,0.30694607,1652.971,5230000.0,3164.0,326875.0,,81696.0,0.0001192864,0.1,1.4420793 +3597.22,3367.7678,0.26172164,1652.4756,5240000.0,3171.0,327500.0,,81856.0,0.0001190304,0.1,1.4541473 +3467.18,3368.7346,0.20776589,1653.0227,5250000.0,3176.0,328125.0,,82016.0,0.0001187744,0.1,1.5862852 +3458.22,3370.2031,0.21332312,1653.0483,5260000.0,3182.0,328750.0,,82176.0,0.0001185184,0.1,1.6604776 +3599.54,3372.2278,0.17907509,1653.074,5270000.0,3188.0,329375.0,,82336.0,0.0001182624,0.1,1.7030228 +3605.32,3373.2375,0.19222705,1653.0996,5280000.0,3194.0,330000.0,,82496.0,0.0001180064,0.1,1.5168796 +3475.47,3371.9197,0.19638507,1653.125,5290000.0,3200.0,330625.0,,82656.0,0.0001177504,0.1,1.6404939 +3279.74,3369.7705,0.20402922,1653.6661,5300000.0,3205.0,331250.0,,82784.0,0.0001175456,0.1,1.5691595 +3318.53,3369.1326,0.19072792,1653.6904,5310000.0,3211.0,331875.0,,82944.0,0.0001172896,0.1,1.5675076 +3378.99,3368.7913,0.16061792,1654.2289,5320000.0,3216.0,332500.0,,83104.0,0.0001170336,0.1,1.6365938 +3217.99,3366.367,0.18606214,1654.2521,5330000.0,3222.0,333125.0,,83264.0,0.0001167776,0.1,1.409919 +3160.88,3363.0322,0.27230301,1654.2751,5340000.0,3228.0,333750.0,,83424.0,0.0001165216,0.1,1.4333807 +3043.5,3358.5012,0.1740712,1653.7867,5350000.0,3235.0,334375.0,,83584.0,0.0001162656,0.1,1.56423 +3204.23,3356.2344,0.1663458,1654.321,5360000.0,3240.0,335000.0,,83744.0,0.0001160096,0.1,1.5923479 +3266.29,3353.7783,0.19860232,1653.8344,5370000.0,3247.0,335625.0,,83904.0,0.0001157536,0.1,1.5654252 +3046.64,3348.4248,0.17851768,1654.3666,5380000.0,3252.0,336250.0,,84032.0,0.0001155488,0.1,1.592427 +3071.2,3344.2366,0.18642569,1653.8816,5390000.0,3259.0,336875.0,,84192.0,0.0001152928,0.1,1.5949476 +3097.63,3340.664,0.13114713,1653.905,5400000.0,3265.0,337500.0,,84352.0,0.0001150368,0.1,1.6580691 +3102.59,3338.0527,0.23621607,1654.4342,5410000.0,3270.0,338125.0,,84512.0,0.0001147808,0.1,1.6832484 +3020.46,3334.8396,0.19453405,1654.4567,5420000.0,3276.0,338750.0,,84672.0,0.0001145248,0.1,1.5163763 +3052.85,3330.84,0.14706686,1654.479,5430000.0,3282.0,339375.0,,84832.0,0.0001142688,0.1,1.6121229 +3170.82,3327.7454,0.14956415,1654.5012,5440000.0,3288.0,340000.0,,84992.0,0.0001140128,0.1,1.6190791 +3251.58,3326.579,0.18258272,1654.5233,5450000.0,3294.0,340625.0,,85152.0,0.0001137568,0.1,1.5575581 +3271.73,3325.8796,0.21361448,1655.047,5460000.0,3299.0,341250.0,,85312.0,0.0001135008,0.1,1.6706586 +3422.8,3326.59,0.26187837,1655.569,5470000.0,3304.0,341875.0,,85440.0,0.000113296,0.1,1.6865513 +3423.81,3327.5693,0.29617494,1655.0891,5480000.0,3311.0,342500.0,,85600.0,0.00011304,0.1,1.6799973 +3404.98,3328.9343,0.20025566,1655.6091,5490000.0,3316.0,343125.0,,85760.0,0.000112784,0.1,1.43277 +3518.46,3331.7275,0.22761525,1655.1309,5500000.0,3323.0,343750.0,,85920.0,0.000112528,0.1,1.5753876 +3536.06,3333.113,0.24715486,1655.1517,5510000.0,3329.0,344375.0,,86080.0,0.000112272,0.1,1.582579 +3664.25,3336.4434,0.24127877,1655.6688,5520000.0,3334.0,345000.0,,86240.0,0.000112016,0.1,1.5993688 +3578.45,3337.696,0.26653755,1655.6886,5530000.0,3340.0,345625.0,,86400.0,0.00011176,0.1,1.4784681 +3496.61,3337.7861,0.2021644,1655.7083,5540000.0,3346.0,346250.0,,86560.0,0.000111504,0.1,1.5792547 +3443.7,3337.6082,0.12317397,1656.222,5550000.0,3351.0,346875.0,,86688.0,0.0001112992,0.1,1.5714859 +3506.11,3338.6582,0.19871296,1656.2407,5560000.0,3357.0,347500.0,,86848.0,0.0001110432,0.1,1.692255 +3528.41,3340.5322,0.20602024,1656.2593,5570000.0,3363.0,348125.0,,87008.0,0.0001107872,0.1,1.4686954 +3428.35,3341.2139,0.21185818,1656.2778,5580000.0,3369.0,348750.0,,87168.0,0.0001105312,0.1,1.637813 +3332.54,3341.2642,0.14151302,1656.2963,5590000.0,3375.0,349375.0,,87328.0,0.0001102752,0.1,1.6040748 +3532.72,3344.9014,0.31574756,1656.3147,5600000.0,3381.0,350000.0,,87488.0,0.0001100192,0.1,1.6264561 +3375.96,3346.085,0.22952111,1656.333,5610000.0,3387.0,350625.0,,87648.0,0.0001097632,0.1,1.7271284 +3419.43,3346.8628,0.20635444,1656.3513,5620000.0,3393.0,351250.0,,87808.0,0.0001095072,0.1,1.5970547 +3297.92,3345.5823,0.21411751,1656.3695,5630000.0,3399.0,351875.0,,87968.0,0.0001092512,0.1,1.5911914 +3317.58,3346.0137,0.21721113,1656.8743,5640000.0,3404.0,352500.0,,88096.0,0.0001090464,0.1,1.6475283 +3354.45,3346.2407,0.24719152,1656.8915,5650000.0,3410.0,353125.0,,88256.0,0.0001087904,0.1,1.4845357 +3440.6,3348.0427,0.17336537,1656.9087,5660000.0,3416.0,353750.0,,88416.0,0.0001085344,0.1,1.475106 +3502.03,3349.4885,0.3220121,1656.9258,5670000.0,3422.0,354375.0,,88576.0,0.0001082784,0.1,1.4994302 +3463.69,3350.0332,0.23682079,1656.9429,5680000.0,3428.0,355000.0,,88736.0,0.0001080224,0.1,1.6957345 +3608.51,3351.6174,0.18033703,1657.4425,5690000.0,3433.0,355625.0,,88896.0,0.0001077664,0.1,1.5379013 +3524.2,3350.2266,0.24719845,1657.4586,5700000.0,3439.0,356250.0,,89056.0,0.0001075104,0.1,1.555003 +3542.34,3349.5972,0.1543722,1657.4746,5710000.0,3445.0,356875.0,,89216.0,0.0001072544,0.1,1.4473081 +3301.82,3345.3303,0.14999045,1657.4906,5720000.0,3451.0,357500.0,,89344.0,0.0001070496,0.1,1.6041253 +3310.93,3342.7017,0.239243,1657.5065,5730000.0,3457.0,358125.0,,89504.0,0.0001067936,0.1,1.6421161 +3249.72,3340.4766,0.22755574,1658.0011,5740000.0,3462.0,358750.0,,89664.0,0.0001065376,0.1,1.565661 +3241.19,3338.7598,0.30028936,1658.0161,5750000.0,3468.0,359375.0,,89824.0,0.0001062816,0.1,1.6300068 +3386.76,3339.4707,0.24292397,1658.0311,5760000.0,3474.0,360000.0,,89984.0,0.0001060256,0.1,1.5689664 +3366.83,3339.2524,0.25485736,1658.046,5770000.0,3480.0,360625.0,,90144.0,0.0001057696,0.1,1.53047 +3402.98,3339.9668,0.24106984,1658.0608,5780000.0,3486.0,361250.0,,90304.0,0.0001055136,0.1,1.6610034 +3536.48,3342.0806,0.15303314,1658.0756,5790000.0,3492.0,361875.0,,90464.0,0.0001052576,0.1,1.5269881 +3657.95,3344.241,0.1964136,1658.5645,5800000.0,3497.0,362500.0,,90624.0,0.0001050016,0.1,1.4596635 +3727.45,3347.046,0.32099792,1658.5784,5810000.0,3503.0,363125.0,,90752.0,0.0001047968,0.1,1.6879385 +3554.88,3348.509,0.18990013,1659.065,5820000.0,3508.0,363750.0,,90912.0,0.0001045408,0.1,1.6438844 +3484.77,3349.1392,0.16621228,1659.078,5830000.0,3514.0,364375.0,,91072.0,0.0001042848,0.1,1.6036042 +3554.1,3350.9116,0.31330898,1659.091,5840000.0,3520.0,365000.0,,91232.0,0.0001040288,0.1,1.5831012 +3307.22,3350.1733,0.15384598,1659.1038,5850000.0,3526.0,365625.0,,91392.0,0.0001037728,0.1,1.6164942 +3258.54,3348.9172,0.17863399,1659.1167,5860000.0,3532.0,366250.0,,91552.0,0.0001035168,0.1,1.5987825 +3393.87,3348.306,0.2209809,1659.1294,5870000.0,3538.0,366875.0,,91712.0,0.0001032608,0.1,1.5980501 +3345.98,3346.6514,0.17741437,1659.1422,5880000.0,3544.0,367500.0,,91872.0,0.0001030048,0.1,1.6258888 +3223.58,3344.747,0.21927792,1659.6224,5890000.0,3549.0,368125.0,,92000.0,0.0001028,0.1,1.7215967 +3242.33,3343.1035,0.25289926,1659.6343,5900000.0,3555.0,368750.0,,92160.0,0.000102544,0.1,1.6079434 +3475.47,3343.8594,0.15482818,1659.6461,5910000.0,3561.0,369375.0,,92320.0,0.000102288,0.1,1.6331217 +3377.23,3344.97,0.17840707,1659.658,5920000.0,3567.0,370000.0,,92480.0,0.000102032,0.1,1.6745281 +3181.36,3344.4026,0.25256276,1659.6698,5930000.0,3573.0,370625.0,,92640.0,0.000101776,0.1,1.6115564 +3297.66,3346.215,0.18645085,1660.1454,5940000.0,3578.0,371250.0,,92800.0,0.00010152,0.1,1.7067044 +3485.81,3348.647,0.1814186,1659.6931,5950000.0,3585.0,371875.0,,92960.0,0.000101264,0.1,1.6558393 +3678.24,3352.0613,0.1870305,1660.1671,5960000.0,3590.0,372500.0,,93120.0,0.000101008,0.1,1.6673828 +3507.59,3353.8606,0.11949879,1660.178,5970000.0,3596.0,373125.0,,93280.0,0.000100752,0.1,1.7848775 +3587.87,3357.0369,0.31299037,1660.1888,5980000.0,3602.0,373750.0,,93408.0,0.0001005472,0.1,1.6038122 +3696.35,3361.6282,0.3285185,1660.6598,5990000.0,3607.0,374375.0,,93568.0,0.0001002912,0.1,1.6923329 +3704.41,3367.7356,0.19107687,1660.6698,6000000.0,3613.0,375000.0,,93728.0,0.0001000352,0.1,1.7323754 +3592.11,3373.338,0.18927874,1660.6797,6010000.0,3619.0,375625.0,,93888.0,9.97792e-05,0.1,1.668303 +3547.42,3378.2302,0.19447166,1660.6897,6020000.0,3625.0,376250.0,,94048.0,9.95232e-05,0.1,1.7649803 +3512.38,3383.1716,0.22955044,1660.6996,6030000.0,3631.0,376875.0,,94208.0,9.92672e-05,0.1,1.674145 +3490.28,3389.3384,0.23983891,1660.7094,6040000.0,3637.0,377500.0,,94368.0,9.90112e-05,0.1,1.5643721 +3418.16,3394.0247,0.1596967,1660.7192,6050000.0,3643.0,378125.0,,94528.0,9.87552e-05,0.1,1.6682734 +3330.55,3398.0688,0.25434706,1661.1842,6060000.0,3648.0,378750.0,,94656.0,9.85504e-05,0.1,1.6771846 +3410.45,3401.934,0.19491675,1661.1932,6070000.0,3654.0,379375.0,,94816.0,9.82944e-05,0.1,1.5431116 +3457.42,3405.435,0.18037501,1661.2021,6080000.0,3660.0,380000.0,,94976.0,9.80384e-05,0.1,1.637491 +3523.2,3408.8784,0.2138534,1661.6644,6090000.0,3665.0,380625.0,,95136.0,9.77824e-05,0.1,1.5977693 +3590.93,3411.3267,0.16293378,1661.6726,6100000.0,3671.0,381250.0,,95296.0,9.75264e-05,0.1,1.5679758 +3656.57,3413.5378,0.22865774,1661.6807,6110000.0,3677.0,381875.0,,95456.0,9.72704e-05,0.1,1.5909936 +3749.02,3414.9568,0.22415897,1662.1401,6120000.0,3682.0,382500.0,,95616.0,9.70144e-05,0.1,1.5055546 +3781.99,3418.5278,0.16735561,1662.1475,6130000.0,3688.0,383125.0,,95776.0,9.67584e-05,0.1,1.634832 +3814.81,3422.787,0.15591908,1662.1548,6140000.0,3694.0,383750.0,,95936.0,9.65024e-05,0.1,1.6418331 +3643.38,3424.9734,0.31695998,1662.6116,6150000.0,3699.0,384375.0,,96064.0,9.62976e-05,0.1,1.6013439 +3691.63,3428.3884,0.18188791,1662.618,6160000.0,3705.0,385000.0,,96224.0,9.60416e-05,0.1,1.4787087 +3741.1,3431.9846,0.24583732,1662.1768,6170000.0,3712.0,385625.0,,96384.0,9.57856e-05,0.1,1.5720037 +3833.35,3436.9106,0.19615422,1662.6311,6180000.0,3717.0,386250.0,,96544.0,9.55296e-05,0.1,1.6109495 +3686.9,3439.6462,0.2182191,1662.6377,6190000.0,3723.0,386875.0,,96704.0,9.52736e-05,0.1,1.6018015 +3659.93,3441.2869,0.17248079,1662.6442,6200000.0,3729.0,387500.0,,96864.0,9.50176e-05,0.1,1.5944535 +3901.52,3446.1753,0.28204238,1663.0958,6210000.0,3734.0,388125.0,,97024.0,9.47616e-05,0.1,1.5739504 +4014.58,3450.522,0.15326972,1663.1016,6220000.0,3740.0,388750.0,,97184.0,9.45056e-05,0.1,1.580248 +3928.85,3453.3848,0.22654642,1663.5514,6230000.0,3745.0,389375.0,,97312.0,9.43008e-05,0.1,1.6012622 +3701.88,3454.4312,0.19644126,1664.0,6240000.0,3750.0,390000.0,,97472.0,9.40448e-05,0.1,1.6569023 +3694.35,3456.703,0.26235753,1664.4474,6250000.0,3755.0,390625.0,,97632.0,9.37888e-05,0.1,1.5352287 +3702.9,3459.1497,0.26708257,1664.8937,6260000.0,3760.0,391250.0,,97792.0,9.35328e-05,0.1,1.6417444 +3570.4,3458.8584,0.120390594,1665.3386,6270000.0,3765.0,391875.0,,97952.0,9.32768e-05,0.1,1.7242334 +3424.29,3457.048,0.19110636,1665.7825,6280000.0,3770.0,392500.0,,98112.0,9.30208e-05,0.1,1.7096558 +3339.3,3455.6865,0.19895919,1666.2252,6290000.0,3775.0,393125.0,,98272.0,9.27648e-05,0.1,1.5429707 +3390.09,3456.79,0.20298517,1666.6666,6300000.0,3780.0,393750.0,,98432.0,9.25088e-05,0.1,1.6187642 +3533.48,3458.9395,0.19992323,1667.5476,6310000.0,3784.0,394375.0,,98592.0,9.22528e-05,0.1,1.6608359 +3505.7,3460.2063,0.22418387,1667.9863,6320000.0,3789.0,395000.0,,98720.0,9.2048e-05,0.1,1.5877459 +3581.7,3463.843,0.21760115,1668.8636,6330000.0,3793.0,395625.0,,98880.0,9.1792e-05,0.1,1.6507308 +3405.52,3466.2898,0.24774471,1669.2997,6340000.0,3798.0,396250.0,,99040.0,9.1536e-05,0.1,1.5331368 +3378.98,3469.6448,0.14724642,1669.7344,6350000.0,3803.0,396875.0,,99200.0,9.128e-05,0.1,1.6194983 +3493.81,3472.5405,0.20696831,1670.6068,6360000.0,3807.0,397500.0,,99360.0,9.1024e-05,0.1,1.7025347 +3396.55,3473.843,0.22915433,1671.0388,6370000.0,3812.0,398125.0,,99520.0,9.0768e-05,0.1,1.6340667 +3350.13,3476.878,0.25862855,1671.4697,6380000.0,3817.0,398750.0,,99680.0,9.0512e-05,0.1,1.6572869 +3532.11,3481.4875,0.19445667,1671.4622,6390000.0,3823.0,399375.0,,99840.0,9.0256e-05,0.1,1.6435513 +3540.39,3485.915,0.24874713,1672.3282,6400000.0,3827.0,400000.0,,100000.0,9e-05,0.1,1.6148793 +3582.02,3490.709,0.2261337,1672.7557,6410000.0,3832.0,400625.0,,100128.0,8.97952e-05,0.1,1.634699 +3496.34,3495.468,0.20615503,1673.1821,6420000.0,3837.0,401250.0,,100288.0,8.95392e-05,0.1,1.485811 +3420.15,3499.1409,0.30663577,1673.6075,6430000.0,3842.0,401875.0,,100448.0,8.92832e-05,0.1,1.5258092 +3560.06,3503.0334,0.21407673,1674.4669,6440000.0,3846.0,402500.0,,100608.0,8.90272e-05,0.1,1.4580126 +3616.36,3506.6812,0.1646142,1674.8896,6450000.0,3851.0,403125.0,,100768.0,8.87712e-05,0.1,1.605144 +3538.9,3509.353,0.23299268,1675.3112,6460000.0,3856.0,403750.0,,100928.0,8.85152e-05,0.1,1.5212955 +3715.15,3512.2764,0.19995414,1675.7317,6470000.0,3861.0,404375.0,,101088.0,8.82592e-05,0.1,1.6109815 +3811.75,3516.1555,0.26529175,1676.5847,6480000.0,3865.0,405000.0,,101248.0,8.80032e-05,0.1,1.5438284 +3762.04,3519.7258,0.24304487,1677.436,6490000.0,3869.0,405625.0,,101376.0,8.77984e-05,0.1,1.4882095 +3721.86,3521.76,0.22878793,1677.8523,6500000.0,3874.0,406250.0,,101536.0,8.75424e-05,0.1,1.5316844 +3784.22,3524.242,0.23479223,1678.2676,6510000.0,3879.0,406875.0,,101696.0,8.72864e-05,0.1,1.5619888 +3835.96,3525.9587,0.2158363,1678.6818,6520000.0,3884.0,407500.0,,101856.0,8.70304e-05,0.1,1.5905291 +3810.29,3528.277,0.16560759,1679.0948,6530000.0,3889.0,408125.0,,102016.0,8.67744e-05,0.1,1.5836108 +3648.73,3529.798,0.15537782,1679.507,6540000.0,3894.0,408750.0,,102176.0,8.65184e-05,0.1,1.5796617 +3663.84,3531.9998,0.21169914,1680.3489,6550000.0,3898.0,409375.0,,102336.0,8.62624e-05,0.1,1.5046282 +3688.54,3533.8237,0.23258094,1680.7584,6560000.0,3903.0,410000.0,,102496.0,8.60064e-05,0.1,1.5420467 +3627.45,3534.814,0.17019641,1681.5972,6570000.0,3907.0,410625.0,,102656.0,8.57504e-05,0.1,1.4530534 +3516.67,3535.6973,0.1820894,1682.0042,6580000.0,3912.0,411250.0,,102784.0,8.55456e-05,0.1,1.5996423 +3413.97,3536.5115,0.20877127,1682.8396,6590000.0,3916.0,411875.0,,102944.0,8.52896e-05,0.1,1.5448883 +3661.6,3537.8005,0.16424885,1683.244,6600000.0,3921.0,412500.0,,103104.0,8.50336e-05,0.1,1.5383027 +3515.47,3539.1956,0.16869475,1683.6475,6610000.0,3926.0,413125.0,,103264.0,8.47776e-05,0.1,1.5471375 +3519.51,3540.1965,0.21310316,1684.0498,6620000.0,3931.0,413750.0,,103424.0,8.45216e-05,0.1,1.6030003 +3595.22,3543.1697,0.33145154,1684.4512,6630000.0,3936.0,414375.0,,103584.0,8.42656e-05,0.1,1.4807317 +3621.03,3546.204,0.17532706,1684.8516,6640000.0,3941.0,415000.0,,103744.0,8.40096e-05,0.1,1.6226878 +3482.89,3547.4885,0.30259904,1685.2509,6650000.0,3946.0,415625.0,,103904.0,8.37536e-05,0.1,1.5148485 +3380.69,3546.8894,0.15936151,1686.0759,6660000.0,3950.0,416250.0,,104032.0,8.35488e-05,0.1,1.5682341 +3531.31,3547.1821,0.22107287,1686.4728,6670000.0,3955.0,416875.0,,104192.0,8.32928e-05,0.1,1.5804436 +3463.67,3547.1816,0.29972896,1686.8687,6680000.0,3960.0,417500.0,,104352.0,8.30368e-05,0.1,1.724232 +3450.94,3545.6062,0.13850668,1687.6892,6690000.0,3964.0,418125.0,,104512.0,8.27808e-05,0.1,1.5821075 +3360.78,3543.972,0.17554162,1688.0826,6700000.0,3969.0,418750.0,,104672.0,8.25248e-05,0.1,1.5479475 +3473.18,3543.2805,0.19030617,1688.4751,6710000.0,3974.0,419375.0,,104832.0,8.22688e-05,0.1,1.5564353 +3491.79,3545.1804,0.1783636,1688.8666,6720000.0,3979.0,420000.0,,104992.0,8.20128e-05,0.1,1.5870085 +3514.05,3547.212,0.19670567,1689.6812,6730000.0,3983.0,420625.0,,105152.0,8.17568e-05,0.1,1.5395716 +3601.94,3550.7336,0.23650998,1690.0702,6740000.0,3988.0,421250.0,,105312.0,8.15008e-05,0.1,1.5505147 +3605.1,3554.373,0.19489801,1690.8817,6750000.0,3992.0,421875.0,,105440.0,8.1296e-05,0.1,1.4979532 +3653.45,3557.0398,0.11362237,1691.6917,6760000.0,3996.0,422500.0,,105600.0,8.104e-05,0.1,1.4208364 +3581.05,3559.1821,0.24827567,1692.077,6770000.0,4001.0,423125.0,,105760.0,8.0784e-05,0.1,1.3998511 +3494.69,3560.099,0.17037301,1692.4613,6780000.0,4006.0,423750.0,,105920.0,8.0528e-05,0.1,1.5369256 +3591.17,3560.646,0.18423724,1692.8447,6790000.0,4011.0,424375.0,,106080.0,8.0272e-05,0.1,1.4716008 +3698.36,3561.0503,0.12579677,1693.6488,6800000.0,4015.0,425000.0,,106240.0,8.0016e-05,0.1,1.4846109 +3469.87,3558.4744,0.25509602,1694.0299,6810000.0,4020.0,425625.0,,106400.0,7.976e-05,0.1,1.4494808 +3434.94,3557.275,0.17610894,1694.4099,6820000.0,4025.0,426250.0,,106560.0,7.9504e-05,0.1,1.5399545 +3445.52,3556.8828,0.18904118,1695.2097,6830000.0,4029.0,426875.0,,106688.0,7.92992e-05,0.1,1.433749 +3446.91,3555.8105,0.21639886,1695.5875,6840000.0,4034.0,427500.0,,106848.0,7.90432e-05,0.1,1.4620891 +3293.52,3555.6738,0.21156271,1695.5446,6850000.0,4040.0,428125.0,,107008.0,7.87872e-05,0.1,1.3600129 +3220.97,3555.298,0.193754,1695.9209,6860000.0,4045.0,428750.0,,107168.0,7.85312e-05,0.1,1.386937 +3355.45,3554.9133,0.29938567,1696.2963,6870000.0,4050.0,429375.0,,107328.0,7.82752e-05,0.1,1.537368 +3341.29,3554.8665,0.23402965,1697.0894,6880000.0,4054.0,430000.0,,107488.0,7.80192e-05,0.1,1.5864815 +3394.73,3556.578,0.26015052,1697.4624,6890000.0,4059.0,430625.0,,107648.0,7.77632e-05,0.1,1.5019972 +3504.69,3559.2017,0.26186478,1697.8346,6900000.0,4064.0,431250.0,,107808.0,7.75072e-05,0.1,1.5756137 +3716.22,3561.6091,0.2848168,1698.2059,6910000.0,4069.0,431875.0,,107968.0,7.72512e-05,0.1,1.4354187 +3759.66,3565.4333,0.22894466,1698.9934,6920000.0,4073.0,432500.0,,108096.0,7.70464e-05,0.1,1.6076674 +3578.74,3569.4075,0.18414885,1699.3624,6930000.0,4078.0,433125.0,,108256.0,7.67904e-05,0.1,1.4766994 +3668.31,3573.114,0.2957414,1699.7306,6940000.0,4083.0,433750.0,,108416.0,7.65344e-05,0.1,1.588733 +3780.16,3576.0576,0.14930734,1700.0979,6950000.0,4088.0,434375.0,,108576.0,7.62784e-05,0.1,1.6598969 +3746.89,3576.7441,0.21481092,1700.4642,6960000.0,4093.0,435000.0,,108736.0,7.60224e-05,0.1,1.4841639 +3744.13,3579.1091,0.17741507,1700.8297,6970000.0,4098.0,435625.0,,108896.0,7.57664e-05,0.1,1.5187182 +3800.93,3581.2397,0.21398315,1701.1942,6980000.0,4103.0,436250.0,,109056.0,7.55104e-05,0.1,1.6249404 +3745.21,3581.7285,0.21925218,1701.558,6990000.0,4108.0,436875.0,,109216.0,7.52544e-05,0.1,1.5630231 +3854.39,3583.2285,0.2363223,1702.3346,7000000.0,4112.0,437500.0,,109344.0,7.50496e-05,0.1,1.5688874 +3761.54,3584.9226,0.24023639,1702.6962,7010000.0,4117.0,438125.0,,109504.0,7.47936e-05,0.1,1.6806178 +3811.96,3587.5679,0.19306779,1703.0568,7020000.0,4122.0,438750.0,,109664.0,7.45376e-05,0.1,1.578048 +3762.78,3590.0718,0.21512164,1703.4165,7030000.0,4127.0,439375.0,,109824.0,7.42816e-05,0.1,1.7776283 +3759.62,3592.7654,0.20124929,1703.7754,7040000.0,4132.0,440000.0,,109984.0,7.40256e-05,0.1,1.5354904 +3768.18,3596.2656,0.21801983,1704.1334,7050000.0,4137.0,440625.0,,110144.0,7.37696e-05,0.1,1.6228523 +3830.25,3601.2627,0.2017559,1704.9022,7060000.0,4141.0,441250.0,,110304.0,7.35136e-05,0.1,1.6089816 +3825.69,3605.415,0.19063711,1705.258,7070000.0,4146.0,441875.0,,110464.0,7.32576e-05,0.1,1.5189948 +3823.26,3609.0732,0.15052259,1705.6132,7080000.0,4151.0,442500.0,,110624.0,7.30016e-05,0.1,1.5114026 +3718.97,3611.031,0.19330728,1705.9673,7090000.0,4156.0,443125.0,,110752.0,7.27968e-05,0.1,1.4645623 +3653.51,3611.6565,0.26195902,1706.7307,7100000.0,4160.0,443750.0,,110912.0,7.25408e-05,0.1,1.6354017 +3680.73,3611.8982,0.2073328,1707.0829,7110000.0,4165.0,444375.0,,111072.0,7.22848e-05,0.1,1.6203576 +3621.09,3610.6191,0.18906057,1707.4341,7120000.0,4170.0,445000.0,,111232.0,7.20288e-05,0.1,1.5269287 +3704.79,3609.8472,0.21865639,1707.7844,7130000.0,4175.0,445625.0,,111392.0,7.17728e-05,0.1,1.5366709 +3783.2,3609.531,0.15307207,1708.1339,7140000.0,4180.0,446250.0,,111552.0,7.15168e-05,0.1,1.6279866 +3795.86,3611.0557,0.1795591,1708.891,7150000.0,4184.0,446875.0,,111712.0,7.12608e-05,0.1,1.5905759 +3654.01,3610.6797,0.20927374,1709.2385,7160000.0,4189.0,447500.0,,111872.0,7.10048e-05,0.1,1.5418221 +3573.49,3609.0037,0.17447264,1709.9928,7170000.0,4193.0,448125.0,,112000.0,7.08e-05,0.1,1.5005931 +3570.12,3606.3713,0.22662081,1710.3383,7180000.0,4198.0,448750.0,,112160.0,7.0544e-05,0.1,1.4800086 +3438.34,3603.886,0.23827204,1710.6829,7190000.0,4203.0,449375.0,,112320.0,7.0288e-05,0.1,1.524949 +3236.52,3599.6519,0.2661325,1711.0266,7200000.0,4208.0,450000.0,,112480.0,7.0032e-05,0.1,1.5713711 +3258.11,3593.2178,0.23524891,1711.3696,7210000.0,4213.0,450625.0,,112640.0,6.9776e-05,0.1,1.5517193 +3344.01,3586.512,0.1688974,1711.7117,7220000.0,4218.0,451250.0,,112800.0,6.952e-05,0.1,1.5609705 +3299.74,3580.221,0.20534733,1712.0531,7230000.0,4223.0,451875.0,,112960.0,6.9264e-05,0.1,1.7199388 +3255.02,3575.7522,0.15721595,1712.3936,7240000.0,4228.0,452500.0,,113120.0,6.9008e-05,0.1,1.4303532 +3246.66,3571.275,0.15550657,1713.138,7250000.0,4232.0,453125.0,,113280.0,6.8752e-05,0.1,1.5306392 +3413.9,3568.3853,0.272893,1713.4766,7260000.0,4237.0,453750.0,,113408.0,6.85472e-05,0.1,1.540418 +3352.96,3566.2112,0.15851903,1713.8142,7270000.0,4242.0,454375.0,,113568.0,6.82912e-05,0.1,1.3165866 +3457.45,3566.5422,0.2943652,1714.5549,7280000.0,4246.0,455000.0,,113728.0,6.80352e-05,0.1,1.5537696 +3521.62,3568.3657,0.23551808,1714.8906,7290000.0,4251.0,455625.0,,113888.0,6.77792e-05,0.1,1.3588403 +3702.98,3571.4944,0.17708789,1715.2256,7300000.0,4256.0,456250.0,,114048.0,6.75232e-05,0.1,1.5246601 +3717.8,3573.3374,0.17890869,1715.5597,7310000.0,4261.0,456875.0,,114208.0,6.72672e-05,0.1,1.497546 +3766.93,3575.9502,0.23255825,1716.2954,7320000.0,4265.0,457500.0,,114368.0,6.70112e-05,0.1,1.4797622 +3702.48,3577.1575,0.25204054,1716.6277,7330000.0,4270.0,458125.0,,114528.0,6.67552e-05,0.1,1.4093914 +3675.27,3579.8557,0.22208922,1717.3608,7340000.0,4274.0,458750.0,,114656.0,6.65504e-05,0.1,1.4696614 +3679.48,3582.86,0.1979488,1717.691,7350000.0,4279.0,459375.0,,114816.0,6.62944e-05,0.1,1.4606895 +3608.45,3584.0066,0.19855763,1718.0205,7360000.0,4284.0,460000.0,,114976.0,6.60384e-05,0.1,1.2667018 +3519.47,3585.2356,0.25082594,1718.75,7370000.0,4288.0,460625.0,,115136.0,6.57824e-05,0.1,1.3952906 +3529.38,3587.028,0.27408513,1719.0775,7380000.0,4293.0,461250.0,,115296.0,6.55264e-05,0.1,1.3637544 +3566.34,3587.3706,0.28222772,1719.4044,7390000.0,4298.0,461875.0,,115456.0,6.52704e-05,0.1,1.3550363 +3537.99,3587.347,0.25042415,1719.7305,7400000.0,4303.0,462500.0,,115616.0,6.50144e-05,0.1,1.2787008 +3516.63,3586.6929,0.19201526,1720.4551,7410000.0,4307.0,463125.0,,115776.0,6.47584e-05,0.1,1.3009965 +3535.5,3587.0847,0.18340972,1720.7792,7420000.0,4312.0,463750.0,,115936.0,6.45024e-05,0.1,1.4350474 +3386.06,3586.7437,0.22107401,1721.1027,7430000.0,4317.0,464375.0,,116064.0,6.42976e-05,0.1,1.4961634 +3366.12,3584.804,0.2139403,1721.8236,7440000.0,4321.0,465000.0,,116224.0,6.40416e-05,0.1,1.418317 +3448.71,3583.128,0.26166907,1722.1451,7450000.0,4326.0,465625.0,,116384.0,6.37856e-05,0.1,1.4586805 +3487.85,3582.6172,0.22218731,1722.466,7460000.0,4331.0,466250.0,,116544.0,6.35296e-05,0.1,1.3793519 +3582.16,3581.287,0.3295712,1722.786,7470000.0,4336.0,466875.0,,116704.0,6.32736e-05,0.1,1.4365247 +3566.24,3578.8323,0.17664833,1723.1052,7480000.0,4341.0,467500.0,,116864.0,6.30176e-05,0.1,1.3620791 +3589.9,3577.1108,0.17231014,1723.8204,7490000.0,4345.0,468125.0,,117024.0,6.27616e-05,0.1,1.4910638 +3666.32,3576.5554,0.23144422,1724.138,7500000.0,4350.0,468750.0,,117184.0,6.25056e-05,0.1,1.4230384 +3717.84,3575.8918,0.21503943,1724.4546,7510000.0,4355.0,469375.0,,117312.0,6.23008e-05,0.1,1.3132253 +3895.51,3576.4868,0.14184296,1725.1664,7520000.0,4359.0,470000.0,,117472.0,6.20448e-05,0.1,1.3787425 +3767.03,3576.0544,0.22609317,1725.4812,7530000.0,4364.0,470625.0,,117632.0,6.17888e-05,0.1,1.3561487 +3818.53,3577.7522,0.27304435,1725.7954,7540000.0,4369.0,471250.0,,117792.0,6.15328e-05,0.1,1.3627136 +4004.66,3581.1604,0.24687393,1726.5035,7550000.0,4373.0,471875.0,,117952.0,6.12768e-05,0.1,1.2529144 +3826.17,3582.5369,0.19699769,1726.8159,7560000.0,4378.0,472500.0,,118112.0,6.10208e-05,0.1,1.3961904 +3740.02,3583.6626,0.18424454,1727.1276,7570000.0,4383.0,473125.0,,118272.0,6.07648e-05,0.1,1.2877483 +3609.62,3584.5923,0.22671823,1727.4385,7580000.0,4388.0,473750.0,,118432.0,6.05088e-05,0.1,1.3292577 +3595.57,3586.4082,0.29142824,1727.7487,7590000.0,4393.0,474375.0,,118592.0,6.02528e-05,0.1,1.3032225 +3845.15,3588.2437,0.33415002,1728.4512,7600000.0,4397.0,475000.0,,118720.0,6.0048e-05,0.1,1.4182422 +3712.72,3590.2158,0.260352,1728.7596,7610000.0,4402.0,475625.0,,118880.0,5.9792e-05,0.1,1.461603 +4033.65,3595.3572,0.15783781,1729.0674,7620000.0,4407.0,476250.0,,119040.0,5.9536e-05,0.1,1.3380365 +4074.54,3600.1506,0.36426246,1729.3744,7630000.0,4412.0,476875.0,,119200.0,5.928e-05,0.1,1.4429835 +4022.99,3604.1704,0.18930845,1729.6808,7640000.0,4417.0,477500.0,,119360.0,5.9024e-05,0.1,1.3598796 +4082.63,3610.1675,0.18506086,1729.9865,7650000.0,4422.0,478125.0,,119520.0,5.8768e-05,0.1,1.4249723 +3847.23,3614.8328,0.15220033,1729.9006,7660000.0,4428.0,478750.0,,119680.0,5.8512e-05,0.1,1.3228126 +3715.53,3616.6753,0.20402376,1730.2053,7670000.0,4433.0,479375.0,,119840.0,5.8256e-05,0.1,1.4509907 +3629.26,3618.331,0.28772435,1730.5093,7680000.0,4438.0,480000.0,,120000.0,5.8e-05,0.1,1.3079879 +3660.54,3620.4268,0.23176888,1731.2021,7690000.0,4442.0,480625.0,,120128.0,5.77952e-05,0.1,1.37876 +3608.1,3622.9004,0.2642154,1731.5044,7700000.0,4447.0,481250.0,,120288.0,5.75392e-05,0.1,1.3089647 +3506.41,3623.2324,0.23304571,1731.8059,7710000.0,4452.0,481875.0,,120448.0,5.72832e-05,0.1,1.3841287 +3582.39,3624.1384,0.23593323,1732.1068,7720000.0,4457.0,482500.0,,120608.0,5.70272e-05,0.1,1.4945891 +3771.36,3626.712,0.19891761,1732.407,7730000.0,4462.0,483125.0,,120768.0,5.67712e-05,0.1,1.4007776 +3696.24,3627.6548,0.17320131,1733.0945,7740000.0,4466.0,483750.0,,120928.0,5.65152e-05,0.1,1.409567 +3398.29,3625.5867,0.16532083,1733.393,7750000.0,4471.0,484375.0,,121088.0,5.62592e-05,0.1,1.3712094 +3553.01,3624.5823,0.13417104,1733.6908,7760000.0,4476.0,485000.0,,121248.0,5.60032e-05,0.1,1.5048664 +3580.01,3624.5718,0.2537176,1734.375,7770000.0,4480.0,485625.0,,121376.0,5.57984e-05,0.1,1.3833003 +3563.06,3625.2554,0.28353885,1734.2844,7780000.0,4486.0,486250.0,,121536.0,5.55424e-05,0.1,1.3142219 +3514.1,3624.4846,0.19384062,1734.5803,7790000.0,4491.0,486875.0,,121696.0,5.52864e-05,0.1,1.3415315 +3517.18,3622.6729,0.23625109,1734.8755,7800000.0,4496.0,487500.0,,121856.0,5.50304e-05,0.1,1.3592573 +3454.51,3622.5198,0.2618941,1735.1699,7810000.0,4501.0,488125.0,,122016.0,5.47744e-05,0.1,1.4913486 +3480.75,3622.9775,0.22060421,1735.4639,7820000.0,4506.0,488750.0,,122176.0,5.45184e-05,0.1,1.3812675 +3545.83,3623.981,0.19904108,1735.7571,7830000.0,4511.0,489375.0,,122336.0,5.42624e-05,0.1,1.4052457 +3519.01,3624.7017,0.24327187,1736.0496,7840000.0,4516.0,490000.0,,122496.0,5.40064e-05,0.1,1.4921756 +3553.32,3627.2998,0.15515248,1736.3416,7850000.0,4521.0,490625.0,,122656.0,5.37504e-05,0.1,1.4650861 +3556.62,3630.6562,0.1969253,1736.6328,7860000.0,4526.0,491250.0,,122784.0,5.35456e-05,0.1,1.3359847 +3879.42,3635.896,0.36277175,1737.3069,7870000.0,4530.0,491875.0,,122944.0,5.32896e-05,0.1,1.4300865 +3757.18,3640.0547,0.18900384,1737.5964,7880000.0,4535.0,492500.0,,123104.0,5.30336e-05,0.1,1.3814545 +3743.57,3643.5435,0.22057582,1737.8855,7890000.0,4540.0,493125.0,,123264.0,5.27776e-05,0.1,1.4197521 +3789.76,3646.3938,0.25902396,1738.1738,7900000.0,4545.0,493750.0,,123424.0,5.25216e-05,0.1,1.4070824 +3545.22,3644.684,0.16955043,1738.8438,7910000.0,4549.0,494375.0,,123584.0,5.22656e-05,0.1,1.4997482 +3609.94,3643.1865,0.20888342,1739.1305,7920000.0,4554.0,495000.0,,123744.0,5.20096e-05,0.1,1.4961748 +3531.4,3642.7131,0.26774663,1739.4165,7930000.0,4559.0,495625.0,,123904.0,5.17536e-05,0.1,1.3088603 +3424.48,3640.275,0.17296639,1740.0833,7940000.0,4563.0,496250.0,,124032.0,5.15488e-05,0.1,1.3867658 +3366.1,3636.134,0.17491429,1740.3678,7950000.0,4568.0,496875.0,,124192.0,5.12928e-05,0.1,1.3316021 +3517.15,3633.837,0.27975732,1740.6516,7960000.0,4573.0,497500.0,,124352.0,5.10368e-05,0.1,1.30364 +3638.89,3632.7844,0.2164076,1740.9349,7970000.0,4578.0,498125.0,,124512.0,5.07808e-05,0.1,1.352818 +3717.43,3631.9495,0.213795,1741.5975,7980000.0,4582.0,498750.0,,124672.0,5.05248e-05,0.1,1.3565607 +3821.92,3632.7166,0.21993944,1741.4995,7990000.0,4588.0,499375.0,,124832.0,5.02688e-05,0.1,1.3343356 +3859.74,3632.77,0.25266775,1741.781,8000000.0,4593.0,500000.0,,124992.0,5.00128e-05,0.1,1.3277421 +4029.16,3635.4465,0.31450117,1742.0618,8010000.0,4598.0,500625.0,,125152.0,4.97568e-05,0.1,1.2856761 +3984.06,3637.1675,0.20330372,1742.3419,8020000.0,4603.0,501250.0,,125312.0,4.95008e-05,0.1,1.2751405 +3948.33,3639.0232,0.17734453,1742.9998,8030000.0,4607.0,501875.0,,125440.0,4.9296e-05,0.1,1.3449097 +3996.23,3641.3892,0.20724063,1743.2784,8040000.0,4612.0,502500.0,,125600.0,4.904e-05,0.1,1.2527752 +3815.75,3641.865,0.2933731,1743.5564,8050000.0,4617.0,503125.0,,125760.0,4.8784e-05,0.1,1.2638298 +3896.44,3642.5266,0.27724457,1743.8339,8060000.0,4622.0,503750.0,,125920.0,4.8528e-05,0.1,1.3602625 +3865.79,3642.9275,0.20467244,1744.1106,8070000.0,4627.0,504375.0,,126080.0,4.8272e-05,0.1,1.2835376 +3790.88,3642.6035,0.16564035,1744.3868,8080000.0,4632.0,505000.0,,126240.0,4.8016e-05,0.1,1.208816 +3594.06,3641.3547,0.19679044,1745.0388,8090000.0,4636.0,505625.0,,126400.0,4.776e-05,0.1,1.2236079 +3634.04,3641.1597,0.2427272,1745.3135,8100000.0,4641.0,506250.0,,126560.0,4.7504e-05,0.1,1.3503077 +3623.64,3640.5889,0.26930636,1745.5876,8110000.0,4646.0,506875.0,,126688.0,4.72992e-05,0.1,1.2442812 +3322.5,3637.6028,0.1680573,1745.8611,8120000.0,4651.0,507500.0,,126848.0,4.70432e-05,0.1,1.3370112 +3271.58,3633.271,0.23622221,1746.134,8130000.0,4656.0,508125.0,,127008.0,4.67872e-05,0.1,1.2346659 +3406.67,3629.5056,0.28165522,1746.4064,8140000.0,4661.0,508750.0,,127168.0,4.65312e-05,0.1,1.3741055 +3513.0,3626.6772,0.2578742,1746.6781,8150000.0,4666.0,509375.0,,127328.0,4.62752e-05,0.1,1.2492163 +3489.79,3625.035,0.20679714,1747.3234,8160000.0,4670.0,510000.0,,127488.0,4.60192e-05,0.1,1.2888057 +3409.13,3623.3914,0.19677675,1747.5936,8170000.0,4675.0,510625.0,,127648.0,4.57632e-05,0.1,1.3481454 +3522.21,3622.9126,0.14976862,1747.8633,8180000.0,4680.0,511250.0,,127808.0,4.55072e-05,0.1,1.345608 +3602.53,3624.554,0.23806535,1748.1323,8190000.0,4685.0,511875.0,,127968.0,4.52512e-05,0.1,1.3663805 +3621.13,3628.4004,0.1542209,1748.4009,8200000.0,4690.0,512500.0,,128096.0,4.50464e-05,0.1,1.4874198 +3620.7,3632.0264,0.17251848,1749.0414,8210000.0,4694.0,513125.0,,128256.0,4.47904e-05,0.1,1.3605483 +3676.31,3635.349,0.2717277,1749.3083,8220000.0,4699.0,513750.0,,128416.0,4.45344e-05,0.1,1.3092605 +3761.67,3639.9685,0.13694292,1749.5748,8230000.0,4704.0,514375.0,,128576.0,4.42784e-05,0.1,1.2814646 +3741.34,3644.8313,0.16761248,1749.8407,8240000.0,4709.0,515000.0,,128736.0,4.40224e-05,0.1,1.4104842 +3743.32,3649.798,0.1788625,1750.1061,8250000.0,4714.0,515625.0,,128896.0,4.37664e-05,0.1,1.4208453 +3745.03,3653.1094,0.18861358,1750.3708,8260000.0,4719.0,516250.0,,129056.0,4.35104e-05,0.1,1.4342663 +3789.35,3657.4734,0.2142938,1750.635,8270000.0,4724.0,516875.0,,129216.0,4.32544e-05,0.1,1.3849547 +3665.96,3659.5583,0.2206464,1750.8987,8280000.0,4729.0,517500.0,,129344.0,4.30496e-05,0.1,1.3538435 +3651.24,3660.855,0.23484714,1751.1619,8290000.0,4734.0,518125.0,,129504.0,4.27936e-05,0.1,1.4653323 +3756.61,3661.3914,0.26319975,1751.4243,8300000.0,4739.0,518750.0,,129664.0,4.25376e-05,0.1,1.303952 +3870.47,3662.9182,0.26914212,1751.3171,8310000.0,4745.0,519375.0,,129824.0,4.22816e-05,0.1,1.2481675 +3758.37,3662.8325,0.18442897,1751.579,8320000.0,4750.0,520000.0,,129984.0,4.20256e-05,0.1,1.3214331 +3752.03,3663.328,0.14983557,1752.2086,8330000.0,4754.0,520625.0,,130144.0,4.17696e-05,0.1,1.3315544 +3803.65,3664.6116,0.1384302,1752.469,8340000.0,4759.0,521250.0,,130304.0,4.15136e-05,0.1,1.3872966 +3732.52,3665.1418,0.3008209,1752.7288,8350000.0,4764.0,521875.0,,130464.0,4.12576e-05,0.1,1.3563082 +3815.16,3667.209,0.21579555,1752.988,8360000.0,4769.0,522500.0,,130624.0,4.10016e-05,0.1,1.3025217 +3807.88,3670.0928,0.1652527,1753.6141,8370000.0,4773.0,523125.0,,130752.0,4.07968e-05,0.1,1.2319674 +3805.45,3672.8538,0.24218452,1753.872,8380000.0,4778.0,523750.0,,130912.0,4.05408e-05,0.1,1.3595144 +3762.04,3674.8103,0.2022179,1754.1292,8390000.0,4783.0,524375.0,,131072.0,4.02848e-05,0.1,1.2474365 +3637.52,3675.806,0.2297428,1754.386,8400000.0,4788.0,525000.0,,131232.0,4.00288e-05,0.1,1.2475573 +3844.26,3679.0823,0.20589142,1754.6422,8410000.0,4793.0,525625.0,,131392.0,3.97728e-05,0.1,1.2974883 +3660.13,3680.3289,0.19872323,1754.8978,8420000.0,4798.0,526250.0,,131552.0,3.95168e-05,0.1,1.2785895 +3762.01,3684.0881,0.38617367,1755.1531,8430000.0,4803.0,526875.0,,131712.0,3.92608e-05,0.1,1.3482707 +3785.29,3688.2798,0.2291607,1755.4077,8440000.0,4808.0,527500.0,,131872.0,3.90048e-05,0.1,1.3323772 +3859.43,3692.3872,0.18260616,1755.6617,8450000.0,4813.0,528125.0,,132000.0,3.88e-05,0.1,1.4748204 +3899.25,3696.501,0.20573884,1756.2798,8460000.0,4817.0,528750.0,,132160.0,3.8544e-05,0.1,1.2949221 +3672.56,3697.4053,0.23934054,1756.5326,8470000.0,4822.0,529375.0,,132320.0,3.8288e-05,0.1,1.3005244 +3676.34,3698.5066,0.15002652,1756.7848,8480000.0,4827.0,530000.0,,132480.0,3.8032e-05,0.1,1.2350078 +3573.21,3698.3394,0.20552288,1757.0364,8490000.0,4832.0,530625.0,,132640.0,3.7776e-05,0.1,1.2497898 +3557.66,3697.253,0.26205263,1757.2876,8500000.0,4837.0,531250.0,,132800.0,3.752e-05,0.1,1.2803485 +3661.53,3696.6895,0.21703917,1757.5382,8510000.0,4842.0,531875.0,,132960.0,3.7264e-05,0.1,1.2934049 +3465.49,3692.3896,0.15282516,1758.151,8520000.0,4846.0,532500.0,,133120.0,3.7008e-05,0.1,1.3303804 +3340.06,3688.1196,0.18894476,1758.4004,8530000.0,4851.0,533125.0,,133280.0,3.6752e-05,0.1,1.350923 +3422.02,3684.1548,0.42573544,1758.649,8540000.0,4856.0,533750.0,,133408.0,3.65472e-05,0.1,1.2267363 +3627.67,3680.3848,0.17231047,1758.8973,8550000.0,4861.0,534375.0,,133568.0,3.62912e-05,0.1,1.3168601 +3688.62,3679.0093,0.20183407,1759.1451,8560000.0,4866.0,535000.0,,133728.0,3.60352e-05,0.1,1.2484435 +3646.83,3678.0771,0.21445309,1759.3923,8570000.0,4871.0,535625.0,,133888.0,3.57792e-05,0.1,1.3826505 +3756.37,3679.545,0.19670962,1759.639,8580000.0,4876.0,536250.0,,134048.0,3.55232e-05,0.1,1.3941904 +3880.46,3682.3938,0.20964551,1760.2458,8590000.0,4880.0,536875.0,,134208.0,3.52672e-05,0.1,1.2345302 +3888.11,3682.8237,0.23718843,1760.4913,8600000.0,4885.0,537500.0,,134368.0,3.50112e-05,0.1,1.3867447 +3755.17,3683.2478,0.24679723,1760.7362,8610000.0,4890.0,538125.0,,134528.0,3.47552e-05,0.1,1.2684567 +3672.24,3679.6338,0.4175179,1760.9806,8620000.0,4895.0,538750.0,,134656.0,3.45504e-05,0.1,1.2675129 +3586.91,3674.7576,0.22548549,1761.2245,8630000.0,4900.0,539375.0,,134816.0,3.42944e-05,0.1,1.2121853 +3638.23,3670.9097,0.16541065,1761.4679,8640000.0,4905.0,540000.0,,134976.0,3.40384e-05,0.1,1.2884226 +3650.02,3666.5835,0.32640252,1761.7108,8650000.0,4910.0,540625.0,,135136.0,3.37824e-05,0.1,1.3387039 +3631.04,3664.4219,0.23488382,1762.3118,8660000.0,4914.0,541250.0,,135296.0,3.35264e-05,0.1,1.3335023 +3701.58,3664.2822,0.21844414,1762.5533,8670000.0,4919.0,541875.0,,135456.0,3.32704e-05,0.1,1.2193918 +3644.26,3664.4321,0.24418665,1762.7944,8680000.0,4924.0,542500.0,,135616.0,3.30144e-05,0.1,1.3379544 +3776.98,3665.5967,0.25354174,1763.0352,8690000.0,4929.0,543125.0,,135776.0,3.27584e-05,0.1,1.2310214 +3655.98,3666.0752,0.23427042,1763.2753,8700000.0,4934.0,543750.0,,135936.0,3.25024e-05,0.1,1.3808377 +3698.84,3667.9993,0.25211206,1763.5149,8710000.0,4939.0,544375.0,,136064.0,3.22976e-05,0.1,1.235034 +3759.41,3669.7698,0.1776083,1763.754,8720000.0,4944.0,545000.0,,136224.0,3.20416e-05,0.1,1.3016949 +3613.83,3668.195,0.18691345,1763.9927,8730000.0,4949.0,545625.0,,136384.0,3.17856e-05,0.1,1.3713112 +3717.0,3668.4026,0.28286013,1763.8749,8740000.0,4955.0,546250.0,,136544.0,3.15296e-05,0.1,1.2155844 +3593.07,3670.35,0.1978691,1764.1129,8750000.0,4960.0,546875.0,,136704.0,3.12736e-05,0.1,1.3133246 +3871.61,3673.5361,0.31420758,1764.3505,8760000.0,4965.0,547500.0,,136864.0,3.10176e-05,0.1,1.3017623 +3964.24,3677.3787,0.26582667,1764.2325,8770000.0,4971.0,548125.0,,137024.0,3.07616e-05,0.1,1.2669137 +3886.74,3680.6152,0.22018734,1764.8241,8780000.0,4975.0,548750.0,,137184.0,3.05056e-05,0.1,1.2953002 +3952.36,3684.998,0.20006786,1765.4148,8790000.0,4979.0,549375.0,,137312.0,3.03008e-05,0.1,1.2470168 +3853.24,3688.3586,0.18049794,1765.65,8800000.0,4984.0,550000.0,,137472.0,3.00448e-05,0.1,1.3944908 +3967.57,3693.4893,0.2498967,1765.8849,8810000.0,4989.0,550625.0,,137632.0,2.97888e-05,0.1,1.3516755 +4115.21,3699.8337,0.21173646,1766.1194,8820000.0,4994.0,551250.0,,137792.0,2.95328e-05,0.1,1.3210735 +3927.71,3703.6526,0.17802632,1766.3533,8830000.0,4999.0,551875.0,,137952.0,2.92768e-05,0.1,1.330369 +3756.6,3706.028,0.20507497,1766.5867,8840000.0,5004.0,552500.0,,138112.0,2.90208e-05,0.1,1.3697393 +3896.92,3709.464,0.18822752,1767.1725,8850000.0,5008.0,553125.0,,138272.0,2.87648e-05,0.1,1.3171479 +3772.45,3711.622,0.25799224,1767.4048,8860000.0,5013.0,553750.0,,138432.0,2.85088e-05,0.1,1.2052937 +3722.87,3710.0566,0.21088398,1767.6365,8870000.0,5018.0,554375.0,,138592.0,2.82528e-05,0.1,1.2441261 +3754.3,3710.028,0.24841005,1767.8678,8880000.0,5023.0,555000.0,,138720.0,2.8048e-05,0.1,1.2706575 +3832.79,3710.9204,0.29477432,1768.4503,8890000.0,5027.0,555625.0,,138880.0,2.7792e-05,0.1,1.3616384 +3847.3,3711.4958,0.27591878,1768.6804,8900000.0,5032.0,556250.0,,139040.0,2.7536e-05,0.1,1.2624224 +3816.27,3714.2063,0.2285515,1768.91,8910000.0,5037.0,556875.0,,139200.0,2.728e-05,0.1,1.310369 +3833.34,3716.4407,0.17932478,1769.1393,8920000.0,5042.0,557500.0,,139360.0,2.7024e-05,0.1,1.3419173 +3874.28,3719.8694,0.16052729,1769.3679,8930000.0,5047.0,558125.0,,139520.0,2.6768e-05,0.1,1.326026 +3703.46,3722.6594,0.23370905,1769.5962,8940000.0,5052.0,558750.0,,139680.0,2.6512e-05,0.1,1.2795035 +3562.62,3724.624,0.2144137,1770.1741,8950000.0,5056.0,559375.0,,139840.0,2.6256e-05,0.1,1.4240403 +3615.88,3725.6116,0.16223462,1770.4011,8960000.0,5061.0,560000.0,,140000.0,2.6e-05,0.1,1.2895212 +3527.81,3724.501,0.11873274,1770.6277,8970000.0,5066.0,560625.0,,140128.0,2.57952e-05,0.1,1.4214125 +3629.09,3723.6172,0.2492191,1770.8539,8980000.0,5071.0,561250.0,,140288.0,2.55392e-05,0.1,1.2363613 +3729.4,3722.692,0.27195102,1771.4286,8990000.0,5075.0,561875.0,,140448.0,2.52832e-05,0.1,1.4549053 +3815.52,3722.25,0.1549696,1771.6536,9000000.0,5080.0,562500.0,,140608.0,2.50272e-05,0.1,1.4790266 +3753.92,3719.4976,0.20576218,1771.878,9010000.0,5085.0,563125.0,,140768.0,2.47712e-05,0.1,1.4015733 +3779.41,3717.4507,0.24433677,1772.1022,9020000.0,5090.0,563750.0,,140928.0,2.45152e-05,0.1,1.4219849 +3749.55,3715.4631,0.21800578,1772.6737,9030000.0,5094.0,564375.0,,141088.0,2.42592e-05,0.1,1.3164891 +3765.53,3713.156,0.19324498,1772.8966,9040000.0,5099.0,565000.0,,141248.0,2.40032e-05,0.1,1.4109076 +3655.51,3711.5537,0.22885917,1773.4666,9050000.0,5103.0,565625.0,,141376.0,2.37984e-05,0.1,1.3663125 +3617.76,3708.7668,0.30823326,1773.6884,9060000.0,5108.0,566250.0,,141536.0,2.35424e-05,0.1,1.3792936 +3666.27,3706.772,0.22824918,1773.9097,9070000.0,5113.0,566875.0,,141696.0,2.32864e-05,0.1,1.3706486 +3631.89,3705.1816,0.25404498,1773.7839,9080000.0,5119.0,567500.0,,141856.0,2.30304e-05,0.1,1.3402103 +3559.81,3704.839,0.2260079,1774.0046,9090000.0,5124.0,568125.0,,142016.0,2.27744e-05,0.1,1.3489437 +3519.74,3703.6965,0.3089307,1774.225,9100000.0,5129.0,568750.0,,142176.0,2.25184e-05,0.1,1.4164283 +3601.46,3703.4746,0.13952509,1774.4448,9110000.0,5134.0,569375.0,,142336.0,2.22624e-05,0.1,1.3144165 +3517.44,3705.424,0.2250916,1775.0098,9120000.0,5138.0,570000.0,,142496.0,2.20064e-05,0.1,1.3475327 +3334.77,3706.056,0.2384202,1775.2285,9130000.0,5143.0,570625.0,,142656.0,2.17504e-05,0.1,1.3302006 +3595.79,3707.9473,0.21772183,1775.4468,9140000.0,5148.0,571250.0,,142784.0,2.15456e-05,0.1,1.2535346 +3738.88,3710.2056,0.19815034,1776.0093,9150000.0,5152.0,571875.0,,142944.0,2.12896e-05,0.1,1.2684647 +3721.52,3712.5232,0.33810404,1776.2264,9160000.0,5157.0,572500.0,,143104.0,2.10336e-05,0.1,1.3471828 +3846.5,3716.897,0.3415707,1776.7875,9170000.0,5161.0,573125.0,,143264.0,2.07776e-05,0.1,1.3490295 +4150.55,3723.1804,0.22668043,1777.0035,9180000.0,5166.0,573750.0,,143424.0,2.05216e-05,0.1,1.4195532 +4309.86,3730.2542,0.33525747,1777.2191,9190000.0,5171.0,574375.0,,143584.0,2.02656e-05,0.1,1.2028286 +4282.62,3736.8687,0.20520958,1777.4343,9200000.0,5176.0,575000.0,,143744.0,2.00096e-05,0.1,1.3008633 +4322.57,3743.8875,0.33961684,1777.306,9210000.0,5182.0,575625.0,,143904.0,1.97536e-05,0.1,1.3881376 +4324.2,3750.3662,0.27454588,1777.8635,9220000.0,5186.0,576250.0,,144032.0,1.95488e-05,0.1,1.2075033 +4319.28,3755.942,0.26511297,1778.42,9230000.0,5190.0,576875.0,,144192.0,1.92928e-05,0.1,1.2716436 +4130.34,3759.8318,0.20782515,1778.6333,9240000.0,5195.0,577500.0,,144352.0,1.90368e-05,0.1,1.2795361 +4031.74,3762.7163,0.18641062,1778.8462,9250000.0,5200.0,578125.0,,144512.0,1.87808e-05,0.1,1.3931265 +3894.25,3764.2087,0.20342739,1779.0586,9260000.0,5205.0,578750.0,,144672.0,1.85248e-05,0.1,1.4548411 +3947.7,3765.792,0.23802328,1779.2706,9270000.0,5210.0,579375.0,,144832.0,1.82688e-05,0.1,1.3389803 +3719.99,3766.3325,0.19429746,1779.4823,9280000.0,5215.0,580000.0,,144992.0,1.80128e-05,0.1,1.2491395 +3620.26,3766.0225,0.21084389,1779.6935,9290000.0,5220.0,580625.0,,145152.0,1.77568e-05,0.1,1.2982674 +3621.41,3764.6704,0.1949514,1779.9043,9300000.0,5225.0,581250.0,,145312.0,1.75008e-05,0.1,1.413084 +3519.02,3761.156,0.2063091,1780.4552,9310000.0,5229.0,581875.0,,145440.0,1.7296e-05,0.1,1.3325429 +3567.09,3759.2432,0.23500088,1780.6649,9320000.0,5234.0,582500.0,,145600.0,1.704e-05,0.1,1.3761698 +3565.91,3757.382,0.19768596,1780.8743,9330000.0,5239.0,583125.0,,145760.0,1.6784e-05,0.1,1.2671541 +3552.44,3754.87,0.18569435,1781.0831,9340000.0,5244.0,583750.0,,145920.0,1.6528e-05,0.1,1.365893 +3638.59,3753.9307,0.19865789,1781.2916,9350000.0,5249.0,584375.0,,146080.0,1.6272e-05,0.1,1.1594896 +3728.48,3753.0637,0.16204736,1781.4998,9360000.0,5254.0,585000.0,,146240.0,1.6016e-05,0.1,1.3484352 +3925.9,3754.2441,0.22362721,1782.0464,9370000.0,5258.0,585625.0,,146400.0,1.576e-05,0.1,1.2956352 +4104.35,3757.2332,0.22187586,1782.2534,9380000.0,5263.0,586250.0,,146560.0,1.5504e-05,0.1,1.2767351 +3992.81,3759.5405,0.25340638,1782.7986,9390000.0,5267.0,586875.0,,146688.0,1.52992e-05,0.1,1.1940206 +4045.62,3763.6218,0.21214579,1783.0045,9400000.0,5272.0,587500.0,,146848.0,1.50432e-05,0.1,1.3205713 +4084.67,3766.0256,0.18181098,1783.2102,9410000.0,5277.0,588125.0,,147008.0,1.47872e-05,0.1,1.3702056 +3994.34,3769.368,0.14313392,1783.4154,9420000.0,5282.0,588750.0,,147168.0,1.45312e-05,0.1,1.212149 +3977.75,3771.5254,0.30902782,1783.9576,9430000.0,5286.0,589375.0,,147328.0,1.42752e-05,0.1,1.337233 +3927.09,3772.9434,0.2499499,1784.1617,9440000.0,5291.0,590000.0,,147488.0,1.40192e-05,0.1,1.3618197 +3932.88,3773.6782,0.24159455,1784.3656,9450000.0,5296.0,590625.0,,147648.0,1.37632e-05,0.1,1.2771862 +3965.26,3774.338,0.3210056,1784.569,9460000.0,5301.0,591250.0,,147808.0,1.35072e-05,0.1,1.2527938 +3892.42,3776.5361,0.17968386,1784.772,9470000.0,5306.0,591875.0,,147968.0,1.32512e-05,0.1,1.2584507 +3778.17,3777.5544,0.20873737,1785.3108,9480000.0,5310.0,592500.0,,148096.0,1.30464e-05,0.1,1.2908567 +3736.28,3779.1853,0.1961244,1785.5127,9490000.0,5315.0,593125.0,,148256.0,1.27904e-05,0.1,1.3381004 +3796.38,3781.5725,0.20201927,1785.7142,9500000.0,5320.0,593750.0,,148416.0,1.25344e-05,0.1,1.1422653 +3717.88,3782.136,0.20950669,1785.9155,9510000.0,5325.0,594375.0,,148576.0,1.22784e-05,0.1,1.2821876 +3619.93,3783.6807,0.23292975,1786.1163,9520000.0,5330.0,595000.0,,148736.0,1.20224e-05,0.1,1.4096253 +3662.34,3786.9033,0.178218,1786.3168,9530000.0,5335.0,595625.0,,148896.0,1.17664e-05,0.1,1.160516 +3605.46,3788.738,0.23782742,1786.5168,9540000.0,5340.0,596250.0,,149056.0,1.15104e-05,0.1,1.1955464 +3639.94,3788.8606,0.16554508,1786.7166,9550000.0,5345.0,596875.0,,149216.0,1.12544e-05,0.1,1.3122396 +3434.77,3786.3223,0.16828811,1787.25,9560000.0,5349.0,597500.0,,149344.0,1.10496e-05,0.1,1.2968866 +3454.72,3784.401,0.19705528,1787.4486,9570000.0,5354.0,598125.0,,149504.0,1.07936e-05,0.1,1.2523688 +3567.18,3782.5093,0.22363265,1787.647,9580000.0,5359.0,598750.0,,149664.0,1.05376e-05,0.1,1.277582 +3480.7,3778.5115,0.21733561,1787.8448,9590000.0,5364.0,599375.0,,149824.0,1.02816e-05,0.1,1.2400855 +3577.21,3775.4026,0.3793339,1788.0425,9600000.0,5369.0,600000.0,,149984.0,1.00256e-05,0.1,1.2645538 +3646.59,3774.317,0.27540025,1788.2396,9610000.0,5374.0,600625.0,,150144.0,9.7696e-06,0.1,1.2234262 +3741.48,3775.009,0.18359247,1788.769,9620000.0,5378.0,601250.0,,150304.0,9.5136e-06,0.1,1.2870026 +3678.81,3775.9277,0.21155825,1788.9652,9630000.0,5383.0,601875.0,,150464.0,9.2576e-06,0.1,1.3285227 +3759.55,3777.1414,0.22249296,1789.1611,9640000.0,5388.0,602500.0,,150624.0,9.0016e-06,0.1,1.2557244 +3731.94,3777.9602,0.21871366,1789.6885,9650000.0,5392.0,603125.0,,150752.0,8.7968e-06,0.1,1.2604702 +3723.09,3778.8809,0.23713925,1789.8833,9660000.0,5397.0,603750.0,,150912.0,8.5408e-06,0.1,1.2846594 +3745.76,3779.3228,0.2633081,1789.7465,9670000.0,5403.0,604375.0,,151072.0,8.2848e-06,0.1,1.2908752 +3673.02,3779.6104,0.22319955,1789.9408,9680000.0,5408.0,605000.0,,151232.0,8.0288e-06,0.1,1.333852 +3708.9,3778.9297,0.22364014,1790.1349,9690000.0,5413.0,605625.0,,151392.0,7.7728e-06,0.1,1.2913917 +3818.98,3780.5596,0.27102417,1790.659,9700000.0,5417.0,606250.0,,151552.0,7.5168e-06,0.1,1.3384054 +3721.3,3780.7842,0.20888564,1790.852,9710000.0,5422.0,606875.0,,151712.0,7.2608e-06,0.1,1.2661846 +3593.54,3779.1252,0.18975464,1791.3749,9720000.0,5426.0,607500.0,,151872.0,7.0048e-06,0.1,1.2780023 +3495.01,3777.9373,0.27036017,1791.8969,9730000.0,5430.0,608125.0,,152000.0,6.8e-06,0.1,1.2482975 +3640.84,3777.1755,0.24259797,1792.4181,9740000.0,5434.0,608750.0,,152160.0,6.544e-06,0.1,1.2981474 +3687.46,3778.1196,0.26982164,1792.9386,9750000.0,5438.0,609375.0,,152320.0,6.288e-06,0.1,1.1954563 +3667.28,3776.0762,0.197023,1793.4583,9760000.0,5442.0,610000.0,,152480.0,6.032e-06,0.1,1.3392434 +3799.61,3774.4304,0.19447353,1793.9772,9770000.0,5446.0,610625.0,,152640.0,5.776e-06,0.1,1.2702341 +3837.29,3773.9353,0.25081944,1794.4954,9780000.0,5450.0,611250.0,,152800.0,5.52e-06,0.1,1.1951568 +3791.45,3772.3262,0.2579989,1795.0128,9790000.0,5454.0,611875.0,,152960.0,5.264e-06,0.1,1.3895453 +3702.59,3770.8196,0.27183357,1795.5295,9800000.0,5458.0,612500.0,,153120.0,5.008e-06,0.1,1.2630486 +3593.31,3767.0771,0.2976125,1795.7167,9810000.0,5463.0,613125.0,,153280.0,4.752e-06,0.1,1.2720951 +3507.4,3760.999,0.2508614,1796.5605,9820000.0,5466.0,613750.0,,153408.0,4.5472e-06,0.1,1.2201524 +3477.16,3756.4937,0.26121274,1797.075,9830000.0,5470.0,614375.0,,153568.0,4.2912e-06,0.1,1.206553 +3646.94,3755.397,0.2760684,1797.2603,9840000.0,5475.0,615000.0,,153728.0,4.0352e-06,0.1,1.2565265 +3784.61,3754.2742,0.2934834,1797.4453,9850000.0,5480.0,615625.0,,153888.0,3.7792e-06,0.1,1.2924712 +3845.39,3755.0034,0.24896519,1797.9576,9860000.0,5484.0,616250.0,,154048.0,3.5232e-06,0.1,1.2005012 +3884.61,3756.6206,0.24257585,1798.4694,9870000.0,5488.0,616875.0,,154208.0,3.2672e-06,0.1,1.3538051 +3859.7,3757.675,0.21335821,1798.9803,9880000.0,5492.0,617500.0,,154368.0,3.0112e-06,0.1,1.3504783 +3882.18,3758.1685,0.17876853,1799.4905,9890000.0,5496.0,618125.0,,154528.0,2.7552e-06,0.1,1.2254324 +3705.36,3756.7493,0.2316398,1800.3274,9900000.0,5499.0,618750.0,,154656.0,2.5504e-06,0.1,1.225363 +3696.56,3755.5522,0.24897522,1800.8359,9910000.0,5503.0,619375.0,,154816.0,2.2944e-06,0.1,1.1717012 +3677.39,3753.9924,0.27199325,1801.3438,9920000.0,5507.0,620000.0,,154976.0,2.0384e-06,0.1,1.1938465 +3738.65,3752.6362,0.19193843,1801.8508,9930000.0,5511.0,620625.0,,155136.0,1.7824e-06,0.1,1.1814868 +3875.47,3754.3562,0.21057118,1802.0305,9940000.0,5516.0,621250.0,,155296.0,1.5264e-06,0.1,1.2346089 +3859.51,3757.325,0.23514865,1802.5363,9950000.0,5520.0,621875.0,,155456.0,1.2704e-06,0.1,1.2012076 +3953.01,3760.6963,0.31048882,1803.3677,9960000.0,5523.0,622500.0,,155616.0,1.0144e-06,0.1,1.3057164 +4160.06,3767.0188,0.33031428,1803.5455,9970000.0,5528.0,623125.0,,155776.0,7.584e-07,0.1,1.1779562 +4166.49,3772.393,0.21296073,1804.0492,9980000.0,5532.0,623750.0,,155936.0,5.024e-07,0.1,1.2295297 +4260.71,3777.7063,0.31343475,1804.552,9990000.0,5536.0,624375.0,,156064.0,2.976e-07,0.1,1.1316445 +4221.96,3781.7705,0.21887702,1805.706,10000000.0,5538.0,625000.0,,156224.0,4.16e-08,0.1,1.2630937 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_df_train.csv b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e0bcbc2cec95f345e320de9edd59e4137c574b5 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +1724.5,1724.5,0.9743296,1250.0,10000.0,8.0,625.0,,128.0,0.0002497952,0.1,2.8821106 +2135.9473,1930.2236,0.7513374,1333.3334,20000.0,15.0,1250.0,,288.0,0.0002495392,0.1,2.8671594 +2147.25,2002.5658,0.87982285,1428.5714,30000.0,21.0,1875.0,,448.0,0.0002492832,0.1,2.863237 +2130.149,2034.4615,0.76095295,1481.4814,40000.0,27.0,2500.0,,608.0,0.0002490272,0.1,2.8478522 +2159.0967,2059.3887,0.6494292,1470.5883,50000.0,34.0,3125.0,,768.0,0.0002487712,0.1,2.8345535 +2211.9285,2084.812,0.3587104,1463.4147,60000.0,41.0,3750.0,,928.0,0.0002485152,0.1,2.814535 +2303.25,2116.0173,0.5000223,1489.3617,70000.0,47.0,4375.0,,1088.0,0.0002482592,0.1,2.808559 +2278.0825,2136.2754,0.53035873,1509.434,80000.0,53.0,5000.0,,1248.0,0.0002480032,0.1,2.7712603 +2419.58,2167.7537,0.50912267,1525.4237,90000.0,59.0,5625.0,,1376.0,0.0002477984,0.1,2.7787917 +2396.43,2190.6213,0.35371122,1515.1515,100000.0,66.0,6250.0,,1536.0,0.0002475424,0.1,2.7864673 +2354.92,2205.5576,0.53447515,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.7404702 +2404.69,2222.1519,0.48150158,1558.4415,120000.0,77.0,7500.0,,1856.0,0.0002470304,0.1,2.7072558 +2454.25,2240.0056,0.3869152,1566.265,130000.0,83.0,8125.0,,2016.0,0.0002467744,0.1,2.6996613 +2451.49,2255.1116,0.2445522,1573.0337,140000.0,89.0,8750.0,,2176.0,0.0002465184,0.1,2.724351 +2415.82,2265.8254,0.45044863,1578.9474,150000.0,95.0,9375.0,,2336.0,0.0002462624,0.1,2.6885018 +2399.25,2274.1646,0.2983801,1584.1584,160000.0,101.0,10000.0,,2496.0,0.0002460064,0.1,2.6266956 +2422.29,2282.8777,0.53292733,1588.785,170000.0,107.0,10625.0,,2656.0,0.0002457504,0.1,2.6397843 +2507.04,2295.331,0.4055599,1607.1428,180000.0,112.0,11250.0,,2784.0,0.0002455456,0.1,2.594142 +2497.09,2305.95,0.63309973,1610.1694,190000.0,118.0,11875.0,,2944.0,0.0002452896,0.1,2.5054488 +2448.14,2313.0596,0.38601798,1612.9032,200000.0,124.0,12500.0,,3104.0,0.0002450336,0.1,2.4395518 +2460.7,2320.09,0.3347406,1603.0535,210000.0,131.0,13125.0,,3264.0,0.0002447776,0.1,2.405133 +2523.86,2329.3523,0.42402625,1605.8394,220000.0,137.0,13750.0,,3424.0,0.0002445216,0.1,2.507134 +2592.19,2340.78,0.60680884,1608.3916,230000.0,143.0,14375.0,,3584.0,0.0002442656,0.1,2.5326877 +2602.52,2351.6858,0.20965296,1610.7383,240000.0,149.0,15000.0,,3744.0,0.0002440096,0.1,2.5737822 +2566.89,2360.294,0.38192806,1612.9032,250000.0,155.0,15625.0,,3904.0,0.0002437536,0.1,2.5640926 +2582.22,2368.8296,0.27364403,1625.0,260000.0,160.0,16250.0,,4032.0,0.0002435488,0.1,2.5726156 +2631.75,2378.5674,0.43357572,1626.506,270000.0,166.0,16875.0,,4192.0,0.0002432928,0.1,2.5031304 +2654.49,2388.4219,0.23580237,1627.907,280000.0,172.0,17500.0,,4352.0,0.0002430368,0.1,2.5262635 +2684.18,2398.6204,0.22898151,1629.2135,290000.0,178.0,18125.0,,4512.0,0.0002427808,0.1,2.5386124 +2704.01,2408.8,0.35968316,1630.4348,300000.0,184.0,18750.0,,4672.0,0.0002425248,0.1,2.5557013 +2705.76,2418.3794,0.15813655,1623.0366,310000.0,191.0,19375.0,,4832.0,0.0002422688,0.1,2.522085 +2789.37,2429.973,0.30331057,1632.6531,320000.0,196.0,20000.0,,4992.0,0.0002420128,0.1,2.5695438 +2821.29,2441.831,0.3287004,1633.6633,330000.0,202.0,20625.0,,5152.0,0.0002417568,0.1,2.5262814 +2880.69,2454.7385,0.4034134,1634.6154,340000.0,208.0,21250.0,,5312.0,0.0002415008,0.1,2.4608388 +2977.99,2469.6887,0.30622813,1635.514,350000.0,214.0,21875.0,,5440.0,0.000241296,0.1,2.491538 +3072.21,2486.4253,0.25370094,1628.9592,360000.0,221.0,22500.0,,5600.0,0.00024104,0.1,2.4456735 +3182.33,2505.2336,0.417937,1629.9559,370000.0,227.0,23125.0,,5760.0,0.000240784,0.1,2.3815882 +3165.59,2522.6113,0.2998686,1623.9316,380000.0,234.0,23750.0,,5920.0,0.000240528,0.1,2.4169917 +3133.88,2538.2852,0.282333,1625.0,390000.0,240.0,24375.0,,6080.0,0.000240272,0.1,2.3148975 +3050.52,2551.0908,0.2537295,1626.0162,400000.0,246.0,25000.0,,6240.0,0.000240016,0.1,2.311515 +2978.84,2561.524,0.30284488,1626.9841,410000.0,252.0,25625.0,,6400.0,0.00023976,0.1,2.3107014 +2934.15,2570.3958,0.22984497,1621.6216,420000.0,259.0,26250.0,,6560.0,0.000239504,0.1,2.308536 +2700.74,2573.4272,0.21829829,1628.7878,430000.0,264.0,26875.0,,6688.0,0.0002392992,0.1,2.395154 +2767.21,2577.8313,0.17565036,1629.6296,440000.0,270.0,27500.0,,6848.0,0.0002390432,0.1,2.3378386 +2743.4,2581.5105,0.20585948,1624.5487,450000.0,277.0,28125.0,,7008.0,0.0002387872,0.1,2.354098 +2788.19,2586.0037,0.19234358,1625.4417,460000.0,283.0,28750.0,,7168.0,0.0002385312,0.1,2.2701654 +2811.46,2590.8005,0.35872686,1626.2976,470000.0,289.0,29375.0,,7328.0,0.0002382752,0.1,2.2429943 +2811.03,2595.3887,0.24622215,1627.1187,480000.0,295.0,30000.0,,7488.0,0.0002380192,0.1,2.1255803 +2860.3,2600.795,0.28754202,1622.5166,490000.0,302.0,30625.0,,7648.0,0.0002377632,0.1,2.3197412 +2898.89,2606.7568,0.30537304,1623.3766,500000.0,308.0,31250.0,,7808.0,0.0002375072,0.1,2.3457851 +2955.52,2613.5952,0.4071601,1629.393,510000.0,313.0,31875.0,,7968.0,0.0002372512,0.1,2.3788388 +2989.71,2620.8281,0.1548433,1630.094,520000.0,319.0,32500.0,,8096.0,0.0002370464,0.1,2.3940544 +3029.47,2628.5383,0.1647462,1630.7693,530000.0,325.0,33125.0,,8256.0,0.0002367904,0.1,2.353526 +3188.79,2638.9136,0.18353678,1631.4199,540000.0,331.0,33750.0,,8416.0,0.0002365344,0.1,2.2761614 +3216.04,2649.4067,0.2598948,1632.0475,550000.0,337.0,34375.0,,8576.0,0.0002362784,0.1,2.2315862 +3215.08,2659.508,0.39602578,1632.6531,560000.0,343.0,35000.0,,8736.0,0.0002360224,0.1,2.153626 +3247.73,2669.828,0.31087914,1633.2378,570000.0,349.0,35625.0,,8896.0,0.0002357664,0.1,2.2964773 +3169.5,2678.4429,0.29284516,1633.8029,580000.0,355.0,36250.0,,9056.0,0.0002355104,0.1,2.3437352 +3307.72,2689.1086,0.23859866,1634.349,590000.0,361.0,36875.0,,9216.0,0.0002352544,0.1,2.3501377 +3262.75,2698.6692,0.22558613,1639.3442,600000.0,366.0,37500.0,,9344.0,0.0002350496,0.1,2.3390732 +2962.46,2702.9937,0.17554377,1639.7849,610000.0,372.0,38125.0,,9504.0,0.0002347936,0.1,2.3037367 +2848.55,2705.3413,0.32078573,1640.2117,620000.0,378.0,38750.0,,9664.0,0.0002345376,0.1,2.3009455 +2782.58,2706.5671,0.29696268,1640.625,630000.0,384.0,39375.0,,9824.0,0.0002342816,0.1,2.381286 +2966.72,2710.6323,0.2514102,1636.8286,640000.0,391.0,40000.0,,9984.0,0.0002340256,0.1,2.3350582 +3062.17,2716.0405,0.1403485,1637.2795,650000.0,397.0,40625.0,,10144.0,0.0002337696,0.1,2.2867827 +3177.09,2723.0264,0.32363698,1637.7172,660000.0,403.0,41250.0,,10304.0,0.0002335136,0.1,2.3845627 +3163.59,2729.6018,0.29489285,1638.1418,670000.0,409.0,41875.0,,10464.0,0.0002332576,0.1,2.3331766 +3191.99,2736.4016,0.24863522,1638.5542,680000.0,415.0,42500.0,,10624.0,0.0002330016,0.1,2.2992876 +3257.84,2743.9587,0.25756857,1638.9548,690000.0,421.0,43125.0,,10752.0,0.0002327968,0.1,2.299141 +3530.46,2755.1943,0.20208153,1639.3442,700000.0,427.0,43750.0,,10912.0,0.0002325408,0.1,2.2461147 +3571.19,2766.6873,0.36521098,1639.7229,710000.0,433.0,44375.0,,11072.0,0.0002322848,0.1,2.1803198 +3736.36,2780.155,0.35091808,1640.0911,720000.0,439.0,45000.0,,11232.0,0.0002320288,0.1,2.311215 +3673.23,2792.389,0.35766563,1636.7712,730000.0,446.0,45625.0,,11392.0,0.0002317728,0.1,2.361575 +3649.41,2803.9702,0.3681227,1633.5541,740000.0,453.0,46250.0,,11552.0,0.0002315168,0.1,2.280831 +3618.85,2814.8352,0.23685114,1637.5546,750000.0,458.0,46875.0,,11712.0,0.0002312608,0.1,2.212709 +3571.08,2824.786,0.2685554,1634.4086,760000.0,465.0,47500.0,,11872.0,0.0002310048,0.1,2.244292 +3662.43,2835.6643,0.1496202,1638.2979,770000.0,470.0,48125.0,,12000.0,0.0002308,0.1,2.3199978 +3578.11,2845.1829,0.1893289,1635.2201,780000.0,477.0,48750.0,,12160.0,0.000230544,0.1,2.276125 +3476.95,2853.18,0.15864387,1635.6107,790000.0,483.0,49375.0,,12320.0,0.000230288,0.1,2.3076081 +3295.44,2858.7083,0.32929507,1635.9918,800000.0,489.0,50000.0,,12480.0,0.000230032,0.1,2.299934 +3266.88,2863.7473,0.25381535,1636.3636,810000.0,495.0,50625.0,,12640.0,0.000229776,0.1,2.427884 +3229.39,2868.2063,0.17470089,1633.4662,820000.0,502.0,51250.0,,12800.0,0.00022952,0.1,2.3889122 +3267.24,2873.014,0.1578517,1633.8583,830000.0,508.0,51875.0,,12960.0,0.000229264,0.1,2.3890524 +3190.96,2876.7988,0.22999787,1634.2412,840000.0,514.0,52500.0,,13120.0,0.000229008,0.1,2.3752344 +3043.7,2878.7625,0.21000776,1634.6154,850000.0,520.0,53125.0,,13280.0,0.000228752,0.1,2.3634233 +3031.91,2880.5432,0.2379417,1634.981,860000.0,526.0,53750.0,,13408.0,0.0002285472,0.1,2.3835778 +3221.73,2884.465,0.2910302,1635.3384,870000.0,532.0,54375.0,,13568.0,0.0002282912,0.1,2.2631454 +3164.66,2887.6492,0.19393604,1638.7338,880000.0,537.0,55000.0,,13728.0,0.0002280352,0.1,2.252955 +3065.22,2889.6443,0.22676007,1636.0294,890000.0,544.0,55625.0,,13888.0,0.0002277792,0.1,2.2918744 +3259.43,2893.7532,0.43173712,1636.3636,900000.0,550.0,56250.0,,14048.0,0.0002275232,0.1,2.158265 +3158.73,2896.6648,0.26245674,1636.6907,910000.0,556.0,56875.0,,14208.0,0.0002272672,0.1,2.1478071 +3201.61,2899.9797,0.18257955,1639.9287,920000.0,561.0,57500.0,,14368.0,0.0002270112,0.1,2.210816 +3160.51,2902.781,0.20905584,1640.2117,930000.0,567.0,58125.0,,14528.0,0.0002267552,0.1,2.23573 +3153.01,2905.4429,0.241903,1640.4886,940000.0,573.0,58750.0,,14656.0,0.0002265504,0.1,2.2405326 +3100.39,2907.4946,0.25279257,1640.7599,950000.0,579.0,59375.0,,14816.0,0.0002262944,0.1,2.2200112 +3050.64,2908.986,0.10931779,1641.0256,960000.0,585.0,60000.0,,14976.0,0.0002260384,0.1,2.3309069 +2870.22,2908.5864,0.19007307,1641.286,970000.0,591.0,60625.0,,15136.0,0.0002257824,0.1,2.2761223 +2948.32,2908.9917,0.3257556,1641.541,980000.0,597.0,61250.0,,15296.0,0.0002255264,0.1,2.140902 +2816.27,2908.0552,0.2159951,1641.791,990000.0,603.0,61875.0,,15456.0,0.0002252704,0.1,2.2621856 +2773.89,2906.7134,0.12904318,1642.0361,1000000.0,609.0,62500.0,,15616.0,0.0002250144,0.1,2.416183 +2719.81,2916.6665,0.21779504,1642.2764,1010000.0,615.0,63125.0,,15776.0,0.0002247584,0.1,2.3021877 +2782.44,2923.1316,0.17815536,1642.5121,1020000.0,621.0,63750.0,,15936.0,0.0002245024,0.1,2.253727 +2842.5,2930.084,0.25716144,1642.7432,1030000.0,627.0,64375.0,,16064.0,0.0002242976,0.1,2.139379 +2926.91,2938.0515,0.20461902,1642.97,1040000.0,633.0,65000.0,,16224.0,0.0002240416,0.1,2.3037586 +3182.67,2948.2876,0.22718567,1643.1925,1050000.0,639.0,65625.0,,16384.0,0.0002237856,0.1,2.3431659 +3258.55,2958.7537,0.24719986,1643.4109,1060000.0,645.0,66250.0,,16544.0,0.0002235296,0.1,2.366627 +3275.55,2968.4768,0.18016723,1643.6252,1070000.0,651.0,66875.0,,16704.0,0.0002232736,0.1,2.3747463 +3280.87,2978.5046,0.19286329,1643.8356,1080000.0,657.0,67500.0,,16864.0,0.0002230176,0.1,2.2647612 +3305.52,2987.3647,0.2149439,1644.0422,1090000.0,663.0,68125.0,,17024.0,0.0002227616,0.1,2.3518238 +3240.74,2995.8076,0.18935898,1644.2451,1100000.0,669.0,68750.0,,17184.0,0.0002225056,0.1,2.296592 +3235.07,3004.6091,0.25093868,1646.8843,1110000.0,674.0,69375.0,,17312.0,0.0002223008,0.1,2.361508 +3288.61,3013.4482,0.22818924,1644.6403,1120000.0,681.0,70000.0,,17472.0,0.0002220448,0.1,2.3179317 +3103.21,3019.9377,0.2366605,1647.2303,1130000.0,686.0,70625.0,,17632.0,0.0002217888,0.1,2.3389504 +3127.39,3026.6965,0.2553699,1647.3988,1140000.0,692.0,71250.0,,17792.0,0.0002215328,0.1,2.359223 +3183.82,3034.3765,0.22637366,1647.5645,1150000.0,698.0,71875.0,,17952.0,0.0002212768,0.1,2.3113317 +3320.61,3043.59,0.26151702,1647.7273,1160000.0,704.0,72500.0,,18112.0,0.0002210208,0.1,2.2803638 +3362.86,3052.9956,0.2451621,1647.8873,1170000.0,710.0,73125.0,,18272.0,0.0002207648,0.1,2.3477547 +3364.97,3061.5752,0.18472308,1648.0447,1180000.0,716.0,73750.0,,18432.0,0.0002205088,0.1,2.3046365 +3200.38,3068.6082,0.12636828,1648.1995,1190000.0,722.0,74375.0,,18592.0,0.0002202528,0.1,2.3439329 +3038.64,3074.5127,0.16193639,1650.619,1200000.0,727.0,75000.0,,18720.0,0.000220048,0.1,2.2450283 +2979.14,3079.6968,0.2066991,1650.7504,1210000.0,733.0,75625.0,,18880.0,0.000219792,0.1,2.1976469 +2877.71,3083.2354,0.19934988,1650.8795,1220000.0,739.0,76250.0,,19040.0,0.000219536,0.1,2.2796626 +2801.34,3085.3271,0.24357194,1648.7936,1230000.0,746.0,76875.0,,19200.0,0.00021928,0.1,2.2751775 +2783.17,3087.1335,0.31468466,1648.9362,1240000.0,752.0,77500.0,,19360.0,0.000219024,0.1,2.271655 +2653.62,3088.001,0.20694934,1649.0765,1250000.0,758.0,78125.0,,19520.0,0.000218768,0.1,2.4175868 +2733.59,3089.5146,0.23285228,1649.2146,1260000.0,764.0,78750.0,,19680.0,0.000218512,0.1,2.3529825 +2636.02,3089.5576,0.20539388,1649.3507,1270000.0,770.0,79375.0,,19840.0,0.000218256,0.1,2.3166943 +2586.77,3088.8806,0.17931747,1649.4845,1280000.0,776.0,80000.0,,20000.0,0.000218,0.1,2.2757516 +2636.34,3088.402,0.15298948,1649.6163,1290000.0,782.0,80625.0,,20128.0,0.0002177952,0.1,2.3728771 +2700.62,3088.3684,0.14470655,1651.8424,1300000.0,787.0,81250.0,,20288.0,0.0002175392,0.1,2.409974 +2641.69,3087.7275,0.15105076,1649.874,1310000.0,794.0,81875.0,,20448.0,0.0002172832,0.1,2.404175 +2755.77,3087.3916,0.24043867,1650.0,1320000.0,800.0,82500.0,,20608.0,0.0002170272,0.1,2.324828 +2800.36,3087.1821,0.2110988,1650.124,1330000.0,806.0,83125.0,,20768.0,0.0002167712,0.1,2.3266969 +2892.97,3087.305,0.16494492,1648.2164,1340000.0,813.0,83750.0,,20928.0,0.0002165152,0.1,2.3275082 +2942.06,3086.946,0.14993355,1648.3517,1350000.0,819.0,84375.0,,21088.0,0.0002162592,0.1,2.3228536 +2893.64,3085.16,0.22524972,1648.4849,1360000.0,825.0,85000.0,,21248.0,0.0002160032,0.1,2.3875303 +2896.59,3082.3025,0.26347205,1648.6161,1370000.0,831.0,85625.0,,21376.0,0.0002157984,0.1,2.3455322 +2892.29,3079.5693,0.16445224,1650.7177,1380000.0,836.0,86250.0,,21536.0,0.0002155424,0.1,2.342216 +2809.68,3076.3271,0.2531635,1650.8313,1390000.0,842.0,86875.0,,21696.0,0.0002152864,0.1,2.328928 +2706.49,3072.8875,0.12758194,1650.9434,1400000.0,848.0,87500.0,,21856.0,0.0002150304,0.1,2.3661523 +2737.76,3070.4763,0.11658396,1651.0538,1410000.0,854.0,88125.0,,22016.0,0.0002147744,0.1,2.2226999 +2716.6,3068.301,0.25469574,1649.2451,1420000.0,861.0,88750.0,,22176.0,0.0002145184,0.1,2.2527566 +2772.78,3069.0212,0.21103443,1649.3656,1430000.0,867.0,89375.0,,22336.0,0.0002142624,0.1,2.2435234 +2801.97,3069.3684,0.23298466,1649.4845,1440000.0,873.0,90000.0,,22496.0,0.0002140064,0.1,2.1691532 +2821.75,3070.152,0.21175028,1649.6018,1450000.0,879.0,90625.0,,22656.0,0.0002137504,0.1,2.227738 +3156.33,3073.8337,0.20195067,1651.5837,1460000.0,884.0,91250.0,,22784.0,0.0002135456,0.1,2.126999 +3072.78,3076.4473,0.17407873,1651.6854,1470000.0,890.0,91875.0,,22944.0,0.0002132896,0.1,2.261222 +3094.63,3079.2832,0.2218832,1651.7858,1480000.0,896.0,92500.0,,23104.0,0.0002130336,0.1,2.1737504 +3003.92,3080.719,0.26377794,1650.0554,1490000.0,903.0,93125.0,,23264.0,0.0002127776,0.1,2.2520251 +3098.59,3082.7158,0.2840174,1650.165,1500000.0,909.0,93750.0,,23424.0,0.0002125216,0.1,2.1944442 +3216.85,3085.329,0.23049605,1650.2732,1510000.0,915.0,94375.0,,23584.0,0.0002122656,0.1,2.1335678 +3136.57,3086.7979,0.20546107,1648.59,1520000.0,922.0,95000.0,,23744.0,0.0002120096,0.1,2.203974 +3103.39,3087.5369,0.14536105,1648.7069,1530000.0,928.0,95625.0,,23904.0,0.0002117536,0.1,2.124491 +3283.6,3088.485,0.2262956,1650.5895,1540000.0,933.0,96250.0,,24032.0,0.0002115488,0.1,2.0710058 +3331.94,3089.644,0.26708558,1650.6923,1550000.0,939.0,96875.0,,24192.0,0.0002112928,0.1,2.0462012 +3521.19,3092.705,0.34024695,1650.7937,1560000.0,945.0,97500.0,,24352.0,0.0002110368,0.1,2.0004025 +3687.98,3097.1074,0.21603234,1650.8938,1570000.0,951.0,98125.0,,24512.0,0.0002107808,0.1,2.1708746 +3674.18,3102.1548,0.10690865,1649.2693,1580000.0,958.0,98750.0,,24672.0,0.0002105248,0.1,2.2031903 +3676.25,3105.8396,0.3104011,1651.0903,1590000.0,963.0,99375.0,,24832.0,0.0002102688,0.1,2.1316845 +3717.86,3110.3914,0.2521564,1651.1868,1600000.0,969.0,100000.0,,24992.0,0.0002100128,0.1,2.065608 +3647.43,3117.2412,0.37308025,1651.2821,1610000.0,975.0,100625.0,,25152.0,0.0002097568,0.1,2.000455 +3529.54,3124.051,0.33386543,1649.6945,1620000.0,982.0,101250.0,,25312.0,0.0002095008,0.1,2.2558413 +3629.53,3132.5203,0.34206498,1651.4691,1630000.0,987.0,101875.0,,25440.0,0.000209296,0.1,2.2204766 +3484.21,3137.6953,0.28623205,1651.5609,1640000.0,993.0,102500.0,,25600.0,0.00020904,0.1,2.1584933 +3605.26,3143.126,0.21280776,1650.0,1650000.0,1000.0,103125.0,,25760.0,0.000208784,0.1,2.2181683 +3573.59,3147.0908,0.24516024,1650.0994,1660000.0,1006.0,103750.0,,25920.0,0.000208528,0.1,2.208302 +3638.66,3151.8416,0.19986778,1648.5686,1670000.0,1013.0,104375.0,,26080.0,0.000208272,0.1,2.120487 +3598.17,3155.903,0.22103693,1648.6752,1680000.0,1019.0,105000.0,,26240.0,0.000208016,0.1,2.1689327 +3519.61,3158.5212,0.17995293,1648.7805,1690000.0,1025.0,105625.0,,26400.0,0.00020776,0.1,2.1331 +3640.55,3159.622,0.2994871,1648.8845,1700000.0,1031.0,106250.0,,26560.0,0.000207504,0.1,2.1271396 +3673.5,3160.6453,0.20131038,1648.9874,1710000.0,1037.0,106875.0,,26688.0,0.0002072992,0.1,2.1590796 +3834.74,3161.6294,0.19840601,1645.933,1720000.0,1045.0,107500.0,,26848.0,0.0002070432,0.1,2.1414742 +3568.35,3160.5803,0.2690372,1646.0514,1730000.0,1051.0,108125.0,,27008.0,0.0002067872,0.1,2.1611595 +3642.64,3160.5125,0.19017409,1646.1685,1740000.0,1057.0,108750.0,,27168.0,0.0002065312,0.1,1.9938594 +3512.8,3159.4521,0.2566709,1646.284,1750000.0,1063.0,109375.0,,27328.0,0.0002062752,0.1,1.9171023 +3596.24,3159.7034,0.18047121,1644.8599,1760000.0,1070.0,110000.0,,27488.0,0.0002060192,0.1,2.0563016 +3590.83,3158.9878,0.19192867,1644.9814,1770000.0,1076.0,110625.0,,27648.0,0.0002057632,0.1,2.1090817 +3366.18,3156.8687,0.19201846,1646.6235,1780000.0,1081.0,111250.0,,27808.0,0.0002055072,0.1,1.9858775 +3315.88,3155.2578,0.23391283,1646.7341,1790000.0,1087.0,111875.0,,27968.0,0.0002052512,0.1,1.8746088 +3509.45,3157.3977,0.22646448,1646.8435,1800000.0,1093.0,112500.0,,28096.0,0.0002050464,0.1,2.0197098 +3554.65,3160.2754,0.22967461,1646.9518,1810000.0,1099.0,113125.0,,28256.0,0.0002047904,0.1,2.113006 +3672.71,3164.7087,0.36386183,1647.0588,1820000.0,1105.0,113750.0,,28416.0,0.0002045344,0.1,1.9391127 +3732.79,3169.364,0.19451946,1645.6835,1830000.0,1112.0,114375.0,,28576.0,0.0002042784,0.1,2.1225286 +3710.53,3174.56,0.13587469,1645.796,1840000.0,1118.0,115000.0,,28736.0,0.0002040224,0.1,2.0183554 +3781.44,3181.9373,0.20883551,1645.9075,1850000.0,1124.0,115625.0,,28896.0,0.0002037664,0.1,2.082005 +3863.5,3190.253,0.2659801,1644.5624,1860000.0,1131.0,116250.0,,29056.0,0.0002035104,0.1,2.1338723 +3884.13,3196.877,0.13982774,1646.1267,1870000.0,1136.0,116875.0,,29216.0,0.0002032544,0.1,2.207621 +3698.15,3202.2117,0.32720187,1646.2346,1880000.0,1142.0,117500.0,,29344.0,0.0002030496,0.1,2.186388 +3510.53,3206.665,0.17647792,1646.3414,1890000.0,1148.0,118125.0,,29504.0,0.0002027936,0.1,2.1615376 +3343.44,3207.505,0.19851018,1646.4471,1900000.0,1154.0,118750.0,,29664.0,0.0002025376,0.1,2.2176323 +3207.4,3207.992,0.1990163,1646.5518,1910000.0,1160.0,119375.0,,29824.0,0.0002022816,0.1,2.1687279 +3235.72,3208.3328,0.26756847,1646.6553,1920000.0,1166.0,120000.0,,29984.0,0.0002020256,0.1,2.112917 +3171.73,3208.445,0.30768853,1646.7577,1930000.0,1172.0,120625.0,,30144.0,0.0002017696,0.1,2.1991878 +3084.27,3207.7576,0.169175,1645.4623,1940000.0,1179.0,121250.0,,30304.0,0.0002015136,0.1,2.1529584 +3151.4,3208.268,0.21717039,1645.5696,1950000.0,1185.0,121875.0,,30464.0,0.0002012576,0.1,1.9034836 +3238.31,3210.1448,0.26188937,1645.6759,1960000.0,1191.0,122500.0,,30624.0,0.0002010016,0.1,2.1246943 +3348.88,3214.9312,0.24128015,1647.1572,1970000.0,1196.0,123125.0,,30752.0,0.0002007968,0.1,2.1717548 +3463.87,3220.0867,0.15723842,1647.2545,1980000.0,1202.0,123750.0,,30912.0,0.0002005408,0.1,2.1678052 +3537.65,3227.3005,0.19386485,1647.351,1990000.0,1208.0,124375.0,,31072.0,0.0002002848,0.1,2.2793674 +3611.49,3235.6765,0.29750627,1647.4464,2000000.0,1214.0,125000.0,,31232.0,0.0002000288,0.1,2.1665382 +3555.06,3244.029,0.20918792,1647.541,2010000.0,1220.0,125625.0,,31392.0,0.0001997728,0.1,2.2628713 +3621.4,3252.4187,0.18182424,1647.6346,2020000.0,1226.0,126250.0,,31552.0,0.0001995168,0.1,2.1204312 +3530.02,3259.294,0.19876751,1647.7273,2030000.0,1232.0,126875.0,,31712.0,0.0001992608,0.1,2.2377505 +3481.96,3264.8445,0.18227194,1647.8191,2040000.0,1238.0,127500.0,,31872.0,0.0001990048,0.1,2.162207 +3513.46,3268.152,0.2737816,1647.9099,2050000.0,1244.0,128125.0,,32000.0,0.0001988,0.1,2.244782 +3620.25,3271.7693,0.2199585,1648.0,2060000.0,1250.0,128750.0,,32160.0,0.000198544,0.1,2.2115831 +3501.8,3274.032,0.122461826,1648.0891,2070000.0,1256.0,129375.0,,32320.0,0.000198288,0.1,2.1621108 +3388.69,3275.11,0.17386207,1646.8726,2080000.0,1263.0,130000.0,,32480.0,0.000198032,0.1,2.2084394 +3501.09,3277.0657,0.2976449,1646.9661,2090000.0,1269.0,130625.0,,32640.0,0.000197776,0.1,2.1586125 +3517.37,3279.8323,0.14287934,1647.0588,2100000.0,1275.0,131250.0,,32800.0,0.00019752,0.1,2.1832976 +3425.98,3281.741,0.14448766,1645.8658,2110000.0,1282.0,131875.0,,32960.0,0.000197264,0.1,2.1349022 +3411.18,3282.9668,0.23555471,1645.9628,2120000.0,1288.0,132500.0,,33120.0,0.000197008,0.1,2.2436538 +3532.29,3287.2576,0.18428339,1647.3318,2130000.0,1293.0,133125.0,,33280.0,0.000196752,0.1,2.1867356 +3540.29,3291.3865,0.24835283,1647.4211,2140000.0,1299.0,133750.0,,33408.0,0.0001965472,0.1,2.184329 +3438.35,3293.9316,0.16734242,1647.5095,2150000.0,1305.0,134375.0,,33568.0,0.0001962912,0.1,2.172597 +3434.17,3295.067,0.19464973,1647.5973,2160000.0,1311.0,135000.0,,33728.0,0.0001960352,0.1,2.0725734 +3282.69,3294.2654,0.18686457,1647.6841,2170000.0,1317.0,135625.0,,33888.0,0.0001957792,0.1,2.2413027 +3297.8,3293.594,0.19705276,1647.7703,2180000.0,1323.0,136250.0,,34048.0,0.0001955232,0.1,2.0794818 +3294.89,3294.539,0.21245089,1647.8556,2190000.0,1329.0,136875.0,,34208.0,0.0001952672,0.1,2.0923886 +3161.68,3295.7693,0.13055207,1647.9401,2200000.0,1335.0,137500.0,,34368.0,0.0001950112,0.1,2.0846272 +3089.89,3296.877,0.17897215,1648.0238,2210000.0,1341.0,138125.0,,34528.0,0.0001947552,0.1,2.0075161 +3289.58,3300.9958,0.14016958,1648.1069,2220000.0,1347.0,138750.0,,34656.0,0.0001945504,0.1,2.0657153 +3151.26,3304.495,0.26511654,1646.9719,2230000.0,1354.0,139375.0,,34816.0,0.0001942944,0.1,2.0597363 +3368.84,3310.3518,0.2047997,1645.8486,2240000.0,1361.0,140000.0,,34976.0,0.0001940384,0.1,1.9369228 +3460.8,3318.4238,0.28838807,1645.9401,2250000.0,1367.0,140625.0,,35136.0,0.0001937824,0.1,1.9422803 +3485.09,3325.9387,0.18012056,1646.0306,2260000.0,1373.0,141250.0,,35296.0,0.0001935264,0.1,2.072514 +3600.46,3335.5835,0.13451113,1646.1204,2270000.0,1379.0,141875.0,,35456.0,0.0001932704,0.1,2.1160803 +3570.45,3345.42,0.25705993,1646.2094,2280000.0,1385.0,142500.0,,35616.0,0.0001930144,0.1,2.1896532 +3675.14,3355.8076,0.15056895,1646.2976,2290000.0,1391.0,143125.0,,35776.0,0.0001927584,0.1,2.1025798 +3565.36,3364.455,0.17378697,1646.3851,2300000.0,1397.0,143750.0,,35936.0,0.0001925024,0.1,2.0211525 +3339.41,3371.4321,0.13169448,1646.4718,2310000.0,1403.0,144375.0,,36064.0,0.0001922976,0.1,2.0749562 +3227.57,3376.1504,0.19904234,1647.7273,2320000.0,1408.0,145000.0,,36224.0,0.0001920416,0.1,1.9806843 +3163.01,3379.7766,0.19028597,1647.8076,2330000.0,1414.0,145625.0,,36384.0,0.0001917856,0.1,1.9975579 +3067.41,3381.5205,0.13501275,1647.8873,2340000.0,1420.0,146250.0,,36544.0,0.0001915296,0.1,2.0587091 +2931.19,3381.412,0.25413,1646.8115,2350000.0,1427.0,146875.0,,36704.0,0.0001912736,0.1,2.0089247 +2895.24,3381.4285,0.20601434,1646.8947,2360000.0,1433.0,147500.0,,36864.0,0.0001910176,0.1,2.0192728 +2884.49,3381.3076,0.2552279,1646.977,2370000.0,1439.0,148125.0,,37024.0,0.0001907616,0.1,1.897888 +2972.38,3382.1084,0.14356099,1647.0588,2380000.0,1445.0,148750.0,,37184.0,0.0001905056,0.1,1.9792336 +2847.51,3382.4868,0.17478177,1647.1399,2390000.0,1451.0,149375.0,,37312.0,0.0001903008,0.1,1.9061264 +2933.67,3384.7585,0.18694071,1647.2203,2400000.0,1457.0,150000.0,,37472.0,0.0001900448,0.1,1.8858603 +2927.71,3386.6577,0.20610076,1647.3,2410000.0,1463.0,150625.0,,37632.0,0.0001897888,0.1,1.9961324 +2976.28,3389.2546,0.28275117,1646.2585,2420000.0,1470.0,151250.0,,37792.0,0.0001895328,0.1,1.9692296 +2964.47,3391.1719,0.15556563,1646.3414,2430000.0,1476.0,151875.0,,37952.0,0.0001892768,0.1,1.8931742 +3000.27,3393.155,0.15519035,1645.3136,2440000.0,1483.0,152500.0,,38112.0,0.0001890208,0.1,2.0320964 +3207.66,3397.0137,0.22405617,1644.2953,2450000.0,1490.0,153125.0,,38272.0,0.0001887648,0.1,1.9059305 +3351.25,3398.963,0.1464529,1644.385,2460000.0,1496.0,153750.0,,38432.0,0.0001885088,0.1,1.8882146 +3451.7,3402.752,0.18389875,1644.474,2470000.0,1502.0,154375.0,,38592.0,0.0001882528,0.1,1.9737358 +3560.21,3407.4077,0.19119129,1645.6536,2480000.0,1507.0,155000.0,,38720.0,0.000188048,0.1,1.8678055 +3521.69,3412.5852,0.21337368,1645.7369,2490000.0,1513.0,155625.0,,38880.0,0.000187792,0.1,1.9813308 +3596.11,3417.561,0.1529256,1644.7368,2500000.0,1520.0,156250.0,,39040.0,0.000187536,0.1,1.9586616 +3742.5,3422.8174,0.14402665,1644.8231,2510000.0,1526.0,156875.0,,39200.0,0.00018728,0.1,2.1249757 +3665.55,3428.1074,0.24320015,1644.9086,2520000.0,1532.0,157500.0,,39360.0,0.000187024,0.1,1.8218417 +3557.36,3432.6472,0.30611786,1644.9935,2530000.0,1538.0,158125.0,,39520.0,0.000186768,0.1,1.8889768 +3256.66,3432.378,0.15217158,1645.0778,2540000.0,1544.0,158750.0,,39680.0,0.000186512,0.1,1.9869146 +3177.31,3430.8315,0.19362897,1645.1613,2550000.0,1550.0,159375.0,,39840.0,0.000186256,0.1,1.9116447 +3082.43,3426.444,0.1818678,1645.2443,2560000.0,1556.0,160000.0,,40000.0,0.000186,0.1,1.8937666 +3099.69,3420.5605,0.28374827,1645.3265,2570000.0,1562.0,160625.0,,40128.0,0.0001857952,0.1,2.0169358 +2964.67,3413.4656,0.30090988,1645.4082,2580000.0,1568.0,161250.0,,40288.0,0.0001855392,0.1,1.9513799 +2905.63,3405.759,0.27117756,1645.4893,2590000.0,1574.0,161875.0,,40448.0,0.0001852832,0.1,2.0032969 +2971.97,3398.3,0.22097442,1645.5696,2600000.0,1580.0,162500.0,,40608.0,0.0001850272,0.1,2.0651193 +3207.85,3393.9043,0.2609573,1645.6494,2610000.0,1586.0,163125.0,,40768.0,0.0001847712,0.1,2.1693063 +3456.47,3393.174,0.21326143,1645.7286,2620000.0,1592.0,163750.0,,40928.0,0.0001845152,0.1,1.8913554 +3599.27,3392.8713,0.3430015,1645.8073,2630000.0,1598.0,164375.0,,41088.0,0.0001842592,0.1,1.9731965 +3614.56,3394.1748,0.18786263,1645.8853,2640000.0,1604.0,165000.0,,41248.0,0.0001840032,0.1,2.0565963 +3523.57,3393.3582,0.13623314,1646.9857,2650000.0,1609.0,165625.0,,41376.0,0.0001837984,0.1,1.9444921 +3694.8,3394.5703,0.24571602,1647.0588,2660000.0,1615.0,166250.0,,41536.0,0.0001835424,0.1,1.9970558 +3648.91,3394.6729,0.18184422,1647.1313,2670000.0,1621.0,166875.0,,41696.0,0.0001832864,0.1,2.098639 +3369.44,3392.3853,0.26405603,1647.2035,2680000.0,1627.0,167500.0,,41856.0,0.0001830304,0.1,1.9670259 +3099.95,3388.1885,0.16719438,1647.2749,2690000.0,1633.0,168125.0,,42016.0,0.0001827744,0.1,1.8973675 +2937.94,3381.162,0.18751603,1647.346,2700000.0,1639.0,168750.0,,42176.0,0.0001825184,0.1,2.0161152 +2945.48,3373.882,0.33529922,1646.4155,2710000.0,1646.0,169375.0,,42336.0,0.0001822624,0.1,1.9780581 +2993.18,3365.4666,0.17290543,1647.4863,2720000.0,1651.0,170000.0,,42496.0,0.0001820064,0.1,1.9264655 +2918.4,3358.9673,0.22785899,1646.5621,2730000.0,1658.0,170625.0,,42656.0,0.0001817504,0.1,1.9567511 +2889.29,3351.4338,0.127309,1647.6248,2740000.0,1663.0,171250.0,,42784.0,0.0001815456,0.1,2.0620277 +2966.32,3345.9688,0.27984515,1647.6932,2750000.0,1669.0,171875.0,,42944.0,0.0001812896,0.1,2.0764728 +3019.59,3340.2021,0.30505374,1647.7612,2760000.0,1675.0,172500.0,,43104.0,0.0001810336,0.1,1.9921801 +3080.43,3335.0981,0.27398774,1647.8286,2770000.0,1681.0,173125.0,,43264.0,0.0001807776,0.1,1.9651525 +3041.99,3331.8564,0.2800671,1647.8956,2780000.0,1687.0,173750.0,,43424.0,0.0001805216,0.1,2.0605304 +3107.54,3329.7732,0.15594968,1647.9622,2790000.0,1693.0,174375.0,,43584.0,0.0001802656,0.1,1.971261 +3202.01,3326.6987,0.22682266,1648.0282,2800000.0,1699.0,175000.0,,43744.0,0.0001800096,0.1,1.9011736 +3222.14,3323.3735,0.19966626,1649.061,2810000.0,1704.0,175625.0,,43904.0,0.0001797536,0.1,1.983666 +3336.13,3320.007,0.19001772,1649.1228,2820000.0,1710.0,176250.0,,44032.0,0.0001795488,0.1,1.9423933 +3175.07,3314.43,0.22500643,1649.1842,2830000.0,1716.0,176875.0,,44192.0,0.0001792928,0.1,1.9517623 +3418.03,3311.5054,0.21710953,1649.2451,2840000.0,1722.0,177500.0,,44352.0,0.0001790368,0.1,1.9224974 +3437.63,3308.0671,0.1393011,1649.3055,2850000.0,1728.0,178125.0,,44512.0,0.0001787808,0.1,1.9253075 +3385.63,3303.2883,0.19505595,1649.3656,2860000.0,1734.0,178750.0,,44672.0,0.0001785248,0.1,1.8704838 +3393.71,3298.3843,0.22623144,1649.4253,2870000.0,1740.0,179375.0,,44832.0,0.0001782688,0.1,1.7163304 +3464.24,3296.0457,0.21471013,1649.4845,2880000.0,1746.0,180000.0,,44992.0,0.0001780128,0.1,1.9319286 +3539.98,3296.34,0.25774598,1649.5433,2890000.0,1752.0,180625.0,,45152.0,0.0001777568,0.1,1.7756227 +3715.83,3300.064,0.15910129,1650.5406,2900000.0,1757.0,181250.0,,45312.0,0.0001775008,0.1,1.9837255 +3647.95,3304.4695,0.2345093,1650.5956,2910000.0,1763.0,181875.0,,45440.0,0.000177296,0.1,1.9153861 +3692.01,3309.0322,0.12263616,1650.65,2920000.0,1769.0,182500.0,,45600.0,0.00017704,0.1,1.9370756 +3615.17,3313.4663,0.13225012,1650.7042,2930000.0,1775.0,183125.0,,45760.0,0.000176784,0.1,1.9489343 +3461.23,3317.2358,0.1779071,1650.758,2940000.0,1781.0,183750.0,,45920.0,0.000176528,0.1,1.9142019 +3380.08,3319.5227,0.16793865,1649.8882,2950000.0,1788.0,184375.0,,46080.0,0.000176272,0.1,2.0274682 +3271.16,3319.8516,0.19986387,1649.9442,2960000.0,1794.0,185000.0,,46240.0,0.000176016,0.1,1.83374 +3124.28,3317.6057,0.12863722,1650.0,2970000.0,1800.0,185625.0,,46400.0,0.00017576,0.1,1.9847183 +3033.8,3313.3054,0.1747947,1649.1422,2980000.0,1807.0,186250.0,,46560.0,0.000175504,0.1,2.032718 +3004.03,3307.969,0.19410549,1650.1104,2990000.0,1812.0,186875.0,,46688.0,0.0001752992,0.1,1.9325166 +2991.33,3301.7676,0.10658735,1650.165,3000000.0,1818.0,187500.0,,46848.0,0.0001750432,0.1,1.9306598 +2965.02,3295.8672,0.2586373,1650.2192,3010000.0,1824.0,188125.0,,47008.0,0.0001747872,0.1,1.8950405 +3005.53,3289.708,0.110200465,1650.2732,3020000.0,1830.0,188750.0,,47168.0,0.0001745312,0.1,1.9654622 +2951.57,3283.9238,0.13440241,1650.3268,3030000.0,1836.0,189375.0,,47328.0,0.0001742752,0.1,1.9555091 +2979.98,3278.9038,0.14905119,1650.38,3040000.0,1842.0,190000.0,,47488.0,0.0001740192,0.1,2.038167 +3125.44,3275.0234,0.1985744,1650.4329,3050000.0,1848.0,190625.0,,47648.0,0.0001737632,0.1,2.0374494 +3247.91,3271.3,0.15239109,1649.5957,3060000.0,1855.0,191250.0,,47808.0,0.0001735072,0.1,1.9860318 +3345.44,3269.7363,0.17796727,1649.6508,3070000.0,1861.0,191875.0,,47968.0,0.0001732512,0.1,2.0714152 +3224.01,3268.0896,0.1236027,1650.5895,3080000.0,1866.0,192500.0,,48096.0,0.0001730464,0.1,1.9862821 +3067.52,3263.7544,0.19777691,1650.641,3090000.0,1872.0,193125.0,,48256.0,0.0001727904,0.1,2.0242038 +3159.09,3260.1711,0.12111195,1650.6923,3100000.0,1878.0,193750.0,,48416.0,0.0001725344,0.1,2.0508678 +3045.19,3256.3635,0.26934242,1650.743,3110000.0,1884.0,194375.0,,48576.0,0.0001722784,0.1,2.040626 +2920.01,3251.4517,0.21277499,1650.7937,3120000.0,1890.0,195000.0,,48736.0,0.0001720224,0.1,2.0789223 +2796.28,3244.0916,0.2310778,1651.7151,3130000.0,1895.0,195625.0,,48896.0,0.0001717664,0.1,1.9843497 +2704.77,3235.7363,0.13772221,1650.8938,3140000.0,1902.0,196250.0,,49056.0,0.0001715104,0.1,1.9689443 +3088.47,3232.2375,0.19574353,1650.9434,3150000.0,1908.0,196875.0,,49216.0,0.0001712544,0.1,1.956125 +3186.17,3229.7576,0.120469846,1651.8557,3160000.0,1913.0,197500.0,,49344.0,0.0001710496,0.1,2.1051579 +3190.4,3228.8347,0.13988113,1651.902,3170000.0,1919.0,198125.0,,49504.0,0.0001707936,0.1,1.970308 +3143.38,3227.2903,0.16905043,1651.0903,3180000.0,1926.0,198750.0,,49664.0,0.0001705376,0.1,1.9853313 +3114.2,3225.4832,0.18970433,1651.1387,3190000.0,1932.0,199375.0,,49824.0,0.0001702816,0.1,2.0161157 +3054.0,3224.4065,0.12465798,1652.0392,3200000.0,1937.0,200000.0,,49984.0,0.0001700256,0.1,1.9499239 +2715.51,3220.6628,0.13246255,1651.2346,3210000.0,1944.0,200625.0,,50144.0,0.0001697696,0.1,2.0158434 +2674.46,3214.5115,0.22117704,1651.2821,3220000.0,1950.0,201250.0,,50304.0,0.0001695136,0.1,1.9483926 +2532.48,3208.3237,0.17071499,1651.3292,3230000.0,1956.0,201875.0,,50464.0,0.0001692576,0.1,2.0272288 +2672.84,3201.3638,0.1194123,1651.3761,3240000.0,1962.0,202500.0,,50624.0,0.0001690016,0.1,1.9853023 +2781.52,3194.5713,0.1586007,1652.2623,3250000.0,1967.0,203125.0,,50752.0,0.0001687968,0.1,1.909473 +2845.7,3188.1772,0.18926112,1652.3062,3260000.0,1973.0,203750.0,,50912.0,0.0001685408,0.1,1.9318285 +2850.6,3180.6785,0.1751627,1651.5151,3270000.0,1980.0,204375.0,,51072.0,0.0001682848,0.1,1.9472322 +2792.66,3172.9004,0.21416669,1651.5609,3280000.0,1986.0,205000.0,,51232.0,0.0001680288,0.1,1.925654 +2916.38,3165.3127,0.22034301,1651.6064,3290000.0,1992.0,205625.0,,51392.0,0.0001677728,0.1,1.8404727 +2807.39,3157.7332,0.14411944,1652.4788,3300000.0,1997.0,206250.0,,51552.0,0.0001675168,0.1,1.7368828 +2818.51,3152.5242,0.2990998,1652.5212,3310000.0,2003.0,206875.0,,51712.0,0.0001672608,0.1,1.7703322 +2975.6,3150.0042,0.23998213,1652.5635,3320000.0,2009.0,207500.0,,51872.0,0.0001670048,0.1,1.8849819 +3003.27,3148.4072,0.1807746,1652.6055,3330000.0,2015.0,208125.0,,52000.0,0.0001668,0.1,1.8543749 +3156.83,3149.3015,0.15161638,1651.8298,3340000.0,2022.0,208750.0,,52160.0,0.000166544,0.1,1.7465532 +3111.18,3151.1016,0.16759722,1651.8738,3350000.0,2028.0,209375.0,,52320.0,0.000166288,0.1,1.9845595 +3228.07,3154.43,0.14084835,1651.9174,3360000.0,2034.0,210000.0,,52480.0,0.000166032,0.1,1.9968187 +3373.53,3159.3203,0.16416782,1651.1514,3370000.0,2041.0,210625.0,,52640.0,0.000165776,0.1,1.9097948 +3359.51,3163.1917,0.1815702,1652.0039,3380000.0,2046.0,211250.0,,52800.0,0.00016552,0.1,1.831325 +3334.18,3168.058,0.21572532,1652.0468,3390000.0,2052.0,211875.0,,52960.0,0.000165264,0.1,1.9504862 +3210.42,3170.8257,0.20670901,1652.0894,3400000.0,2058.0,212500.0,,53120.0,0.000165008,0.1,1.8795266 +3092.75,3172.4758,0.21318862,1652.1318,3410000.0,2064.0,213125.0,,53280.0,0.000164752,0.1,1.8051927 +3026.29,3172.9763,0.16631085,1652.174,3420000.0,2070.0,213750.0,,53408.0,0.0001645472,0.1,1.8762507 +3033.41,3173.6653,0.19681533,1651.4203,3430000.0,2077.0,214375.0,,53568.0,0.0001642912,0.1,1.8513525 +2817.42,3171.8367,0.12028081,1650.6718,3440000.0,2084.0,215000.0,,53728.0,0.0001640352,0.1,1.9123306 +2841.77,3168.1777,0.17826957,1650.7177,3450000.0,2090.0,215625.0,,53888.0,0.0001637792,0.1,1.9064113 +2803.77,3162.7034,0.14137928,1649.9762,3460000.0,2097.0,216250.0,,54048.0,0.0001635232,0.1,1.8553852 +2905.09,3157.2368,0.14292009,1650.0238,3470000.0,2103.0,216875.0,,54208.0,0.0001632672,0.1,1.9765025 +2894.16,3150.577,0.17127593,1650.0712,3480000.0,2109.0,217500.0,,54368.0,0.0001630112,0.1,1.8107167 +2844.46,3143.8044,0.17114723,1650.1182,3490000.0,2115.0,218125.0,,54528.0,0.0001627552,0.1,1.8509141 +2911.83,3136.962,0.21696429,1650.165,3500000.0,2121.0,218750.0,,54656.0,0.0001625504,0.1,1.8538342 +3079.16,3130.3281,0.1729938,1650.2115,3510000.0,2127.0,219375.0,,54816.0,0.0001622944,0.1,1.9496645 +3115.39,3124.8267,0.15402578,1650.2578,3520000.0,2133.0,220000.0,,54976.0,0.0001620384,0.1,1.9320996 +3033.42,3119.5872,0.19590944,1650.3038,3530000.0,2139.0,220625.0,,55136.0,0.0001617824,0.1,1.9911518 +3188.57,3118.906,0.1766307,1650.3496,3540000.0,2145.0,221250.0,,55296.0,0.0001615264,0.1,1.8863611 +3350.23,3120.635,0.17589352,1649.6283,3550000.0,2152.0,221875.0,,55456.0,0.0001612704,0.1,1.8901932 +3399.73,3123.8079,0.23902196,1648.9115,3560000.0,2159.0,222500.0,,55616.0,0.0001610144,0.1,1.8771973 +3246.1,3125.2722,0.27522326,1648.1995,3570000.0,2166.0,223125.0,,55776.0,0.0001607584,0.1,1.8744925 +3201.02,3127.636,0.11079478,1648.2505,3580000.0,2172.0,223750.0,,55936.0,0.0001605024,0.1,1.8287709 +3267.63,3131.2559,0.16204269,1649.0583,3590000.0,2177.0,224375.0,,56064.0,0.0001602976,0.1,1.796186 +3062.2,3132.1582,0.22904691,1649.1067,3600000.0,2183.0,225000.0,,56224.0,0.0001600416,0.1,1.823333 +2872.42,3128.8037,0.22078644,1649.1549,3610000.0,2189.0,225625.0,,56384.0,0.0001597856,0.1,1.9874138 +2779.16,3122.0305,0.20236129,1649.2028,3620000.0,2195.0,226250.0,,56544.0,0.0001595296,0.1,1.873997 +2687.23,3112.91,0.2647932,1649.2504,3630000.0,2201.0,226875.0,,56704.0,0.0001592736,0.1,1.8256797 +2732.43,3104.089,0.16513431,1649.2977,3640000.0,2207.0,227500.0,,56864.0,0.0001590176,0.1,1.8183038 +2683.93,3095.6924,0.215374,1648.5999,3650000.0,2214.0,228125.0,,57024.0,0.0001587616,0.1,1.8750777 +2797.77,3086.7224,0.13011473,1648.6487,3660000.0,2220.0,228750.0,,57184.0,0.0001585056,0.1,1.8600259 +2828.16,3078.5154,0.15803657,1649.4382,3670000.0,2225.0,229375.0,,57312.0,0.0001583008,0.1,1.8938866 +2812.04,3072.941,0.27768195,1649.4845,3680000.0,2231.0,230000.0,,57472.0,0.0001580448,0.1,1.9700577 +2797.86,3069.9204,0.17644553,1648.7936,3690000.0,2238.0,230625.0,,57632.0,0.0001577888,0.1,1.7886925 +2776.05,3068.3013,0.23118076,1648.8413,3700000.0,2244.0,231250.0,,57792.0,0.0001575328,0.1,1.9338295 +2816.71,3067.0137,0.1584961,1648.8889,3710000.0,2250.0,231875.0,,57952.0,0.0001572768,0.1,1.8708842 +3024.37,3067.326,0.22907709,1649.6674,3720000.0,2255.0,232500.0,,58112.0,0.0001570208,0.1,1.8516288 +3137.35,3069.515,0.11137843,1649.7125,3730000.0,2261.0,233125.0,,58272.0,0.0001567648,0.1,1.8745749 +3174.71,3072.3694,0.22259907,1649.03,3740000.0,2268.0,233750.0,,58432.0,0.0001565088,0.1,1.8065796 +3223.15,3074.9375,0.11046882,1648.3517,3750000.0,2275.0,234375.0,,58592.0,0.0001562528,0.1,1.914186 +3210.95,3076.8508,0.2202119,1649.1228,3760000.0,2280.0,235000.0,,58720.0,0.000156048,0.1,1.8404436 +3119.54,3077.2422,0.20032433,1649.1688,3770000.0,2286.0,235625.0,,58880.0,0.000155792,0.1,1.8628067 +2933.58,3076.1582,0.20153625,1649.2146,3780000.0,2292.0,236250.0,,59040.0,0.000155536,0.1,1.9101905 +2764.12,3072.7236,0.1577945,1648.5428,3790000.0,2299.0,236875.0,,59200.0,0.00015528,0.1,1.875715 +2889.7,3069.6006,0.18960688,1647.8751,3800000.0,2306.0,237500.0,,59360.0,0.000155024,0.1,1.7771891 +2930.3,3066.6821,0.20816693,1648.637,3810000.0,2311.0,238125.0,,59520.0,0.000154768,0.1,1.8190014 +2922.51,3062.5461,0.21525903,1647.9724,3820000.0,2318.0,238750.0,,59680.0,0.000154512,0.1,1.7973168 +2823.35,3059.0283,0.17653416,1648.0206,3830000.0,2324.0,239375.0,,59840.0,0.000154256,0.1,1.8326085 +2960.37,3054.4521,0.3017555,1648.7762,3840000.0,2329.0,240000.0,,60000.0,0.000154,0.1,1.7576163 +3024.24,3050.3184,0.202558,1648.8223,3850000.0,2335.0,240625.0,,60128.0,0.0001537952,0.1,1.832165 +2914.34,3045.6057,0.24765609,1648.868,3860000.0,2341.0,241250.0,,60288.0,0.0001535392,0.1,1.5753133 +2853.63,3040.2046,0.15977576,1648.9135,3870000.0,2347.0,241875.0,,60448.0,0.0001532832,0.1,1.8278708 +2857.24,3034.1348,0.18457577,1648.9587,3880000.0,2353.0,242500.0,,60608.0,0.0001530272,0.1,1.7936963 +2902.13,3027.7566,0.120514154,1648.305,3890000.0,2360.0,243125.0,,60768.0,0.0001527712,0.1,1.6775658 +2761.74,3018.2156,0.19828536,1647.6553,3900000.0,2367.0,243750.0,,60928.0,0.0001525152,0.1,1.5750487 +2756.68,3009.3032,0.3381452,1647.7034,3910000.0,2373.0,244375.0,,61088.0,0.0001522592,0.1,1.6928229 +2824.73,3000.6296,0.24580963,1647.7511,3920000.0,2379.0,245000.0,,61248.0,0.0001520032,0.1,1.6535165 +2947.17,2993.95,0.39860487,1647.7987,3930000.0,2385.0,245625.0,,61376.0,0.0001517984,0.1,1.8310007 +3071.32,2990.0503,0.15831314,1647.8461,3940000.0,2391.0,246250.0,,61536.0,0.0001515424,0.1,1.8250139 +2988.7,2986.1365,0.14393285,1648.5809,3950000.0,2396.0,246875.0,,61696.0,0.0001512864,0.1,1.7016423 +3065.04,2984.0752,0.18791322,1647.9401,3960000.0,2403.0,247500.0,,61856.0,0.0001510304,0.1,1.6019652 +3115.31,2983.9858,0.32765758,1647.9867,3970000.0,2409.0,248125.0,,62016.0,0.0001507744,0.1,1.7989295 +3050.03,2984.1482,0.308505,1648.0331,3980000.0,2415.0,248750.0,,62176.0,0.0001505184,0.1,1.8346035 +3123.12,2985.3394,0.23059045,1648.0793,3990000.0,2421.0,249375.0,,62336.0,0.0001502624,0.1,1.7643886 +3087.5,2986.301,0.13435395,1647.4464,4000000.0,2428.0,250000.0,,62496.0,0.0001500064,0.1,1.7683191 +3083.85,2987.4893,0.17981814,1647.4939,4010000.0,2434.0,250625.0,,62656.0,0.0001497504,0.1,1.6465173 +3014.77,2987.5818,0.12560567,1647.541,4020000.0,2440.0,251250.0,,62784.0,0.0001495456,0.1,1.759988 +3035.13,2988.4172,0.18591169,1647.5879,4030000.0,2446.0,251875.0,,62944.0,0.0001492896,0.1,1.6664752 +2950.69,2988.1243,0.20393118,1648.3068,4040000.0,2451.0,252500.0,,63104.0,0.0001490336,0.1,1.6153262 +2816.0,2985.03,0.18006165,1648.3517,4050000.0,2457.0,253125.0,,63264.0,0.0001487776,0.1,1.7404317 +3054.45,2983.0952,0.2836672,1648.3962,4060000.0,2463.0,253750.0,,63424.0,0.0001485216,0.1,1.7535663 +3039.65,2980.037,0.21113591,1648.4407,4070000.0,2469.0,254375.0,,63584.0,0.0001482656,0.1,1.6743087 +3057.31,2978.3704,0.12772715,1647.8191,4080000.0,2476.0,255000.0,,63744.0,0.0001480096,0.1,1.8317508 +3187.24,2979.5679,0.12397784,1647.8646,4090000.0,2482.0,255625.0,,63904.0,0.0001477536,0.1,1.7679276 +3165.26,2979.6296,0.14767008,1648.5726,4100000.0,2487.0,256250.0,,64032.0,0.0001475488,0.1,1.7640396 +3181.79,2980.9954,0.19349827,1648.6161,4110000.0,2493.0,256875.0,,64192.0,0.0001472928,0.1,1.6852496 +2983.42,2981.6294,0.17602967,1648.6594,4120000.0,2499.0,257500.0,,64352.0,0.0001470368,0.1,1.788274 +3034.46,2984.011,0.21759565,1648.7026,4130000.0,2505.0,258125.0,,64512.0,0.0001467808,0.1,1.606642 +3074.72,2987.7107,0.2682993,1648.7455,4140000.0,2511.0,258750.0,,64672.0,0.0001465248,0.1,1.6276834 +3084.1,2987.667,0.20376708,1648.7882,4150000.0,2517.0,259375.0,,64832.0,0.0001462688,0.1,1.7541854 +3138.32,2987.1885,0.29058298,1648.8308,4160000.0,2523.0,260000.0,,64992.0,0.0001460128,0.1,1.8327163 +3288.75,2988.1719,0.19073446,1648.873,4170000.0,2529.0,260625.0,,65152.0,0.0001457568,0.1,1.7329347 +3357.99,2990.3179,0.31327987,1648.9152,4180000.0,2535.0,261250.0,,65312.0,0.0001455008,0.1,1.7430768 +3471.72,2993.8936,0.286025,1648.9572,4190000.0,2541.0,261875.0,,65440.0,0.000145296,0.1,1.6770494 +3455.85,2997.9119,0.27477154,1648.9988,4200000.0,2547.0,262500.0,,65600.0,0.00014504,0.1,1.7399659 +3386.5,3004.6216,0.13964233,1649.6865,4210000.0,2552.0,263125.0,,65760.0,0.000144784,0.1,1.7503617 +3431.78,3012.1946,0.24175617,1649.7263,4220000.0,2558.0,263750.0,,65920.0,0.000144528,0.1,1.8007716 +3353.0,3020.4,0.1641695,1649.766,4230000.0,2564.0,264375.0,,66080.0,0.000144272,0.1,1.8458558 +3529.88,3028.9702,0.11265693,1649.8054,4240000.0,2570.0,265000.0,,66240.0,0.000144016,0.1,1.7140603 +3370.48,3034.86,0.18976647,1649.8447,4250000.0,2576.0,265625.0,,66400.0,0.00014376,0.1,1.6326574 +3311.41,3039.5168,0.16570427,1649.8838,4260000.0,2582.0,266250.0,,66560.0,0.000143504,0.1,1.8206797 +3397.03,3044.9812,0.19912548,1649.9227,4270000.0,2588.0,266875.0,,66688.0,0.0001432992,0.1,1.8102951 +3504.36,3052.0984,0.17113476,1649.9614,4280000.0,2594.0,267500.0,,66848.0,0.0001430432,0.1,1.8217974 +3607.23,3059.007,0.24437588,1650.0,4290000.0,2600.0,268125.0,,67008.0,0.0001427872,0.1,1.7373102 +3494.7,3065.88,0.184776,1650.0383,4300000.0,2606.0,268750.0,,67168.0,0.0001425312,0.1,1.8199849 +3382.3,3071.518,0.15839808,1650.0765,4310000.0,2612.0,269375.0,,67328.0,0.0001422752,0.1,1.7448285 +3413.14,3075.893,0.18864554,1650.1146,4320000.0,2618.0,270000.0,,67488.0,0.0001420192,0.1,1.8023288 +3460.43,3080.465,0.22623655,1650.1525,4330000.0,2624.0,270625.0,,67648.0,0.0001417632,0.1,1.6606263 +3494.37,3083.8406,0.30278835,1650.1901,4340000.0,2630.0,271250.0,,67808.0,0.0001415072,0.1,1.7947692 +3496.54,3087.694,0.19581103,1650.2277,4350000.0,2636.0,271875.0,,67968.0,0.0001412512,0.1,1.727459 +3430.92,3089.7224,0.27453923,1650.8898,4360000.0,2641.0,272500.0,,68096.0,0.0001410464,0.1,1.7664989 +3511.87,3091.106,0.20588057,1650.3021,4370000.0,2648.0,273125.0,,68256.0,0.0001407904,0.1,1.6930494 +3582.02,3093.331,0.17677833,1650.3391,4380000.0,2654.0,273750.0,,68416.0,0.0001405344,0.1,1.729926 +3489.98,3094.8892,0.24158703,1650.376,4390000.0,2660.0,274375.0,,68576.0,0.0001402784,0.1,1.6747301 +3454.89,3097.3337,0.24989139,1650.4126,4400000.0,2666.0,275000.0,,68736.0,0.0001400224,0.1,1.62845 +3363.74,3100.0437,0.14421265,1650.4491,4410000.0,2672.0,275625.0,,68896.0,0.0001397664,0.1,1.709265 +3341.81,3103.1987,0.31496078,1650.4855,4420000.0,2678.0,276250.0,,69056.0,0.0001395104,0.1,1.7185714 +3452.81,3107.393,0.14708161,1650.5216,4430000.0,2684.0,276875.0,,69216.0,0.0001392544,0.1,1.699805 +3480.27,3114.0215,0.18736249,1650.5576,4440000.0,2690.0,277500.0,,69344.0,0.0001390496,0.1,1.5109693 +3368.24,3119.2866,0.14978522,1650.5935,4450000.0,2696.0,278125.0,,69504.0,0.0001387936,0.1,1.601551 +3341.67,3124.665,0.24551941,1651.2402,4460000.0,2701.0,278750.0,,69664.0,0.0001385376,0.1,1.6820462 +3351.74,3129.1318,0.31502792,1651.2744,4470000.0,2707.0,279375.0,,69824.0,0.0001382816,0.1,1.4407412 +3325.92,3133.449,0.181473,1650.7001,4480000.0,2714.0,280000.0,,69984.0,0.0001380256,0.1,1.6613541 +3268.44,3137.6887,0.1939228,1650.7354,4490000.0,2720.0,280625.0,,70144.0,0.0001377696,0.1,1.5683048 +3239.14,3140.9617,0.2526906,1650.7704,4500000.0,2726.0,281250.0,,70304.0,0.0001375136,0.1,1.6862612 +3397.49,3144.145,0.13844088,1650.8053,4510000.0,2732.0,281875.0,,70464.0,0.0001372576,0.1,1.5945694 +3331.22,3146.3035,0.2585309,1650.8401,4520000.0,2738.0,282500.0,,70624.0,0.0001370016,0.1,1.5122141 +3453.19,3150.501,0.18610533,1651.4764,4530000.0,2743.0,283125.0,,70752.0,0.0001367968,0.1,1.6361637 +3487.58,3153.4915,0.31050995,1651.5096,4540000.0,2749.0,283750.0,,70912.0,0.0001365408,0.1,1.5601721 +3461.55,3154.6047,0.24246478,1651.5426,4550000.0,2755.0,284375.0,,71072.0,0.0001362848,0.1,1.542599 +3401.11,3154.6191,0.20312935,1651.5756,4560000.0,2761.0,285000.0,,71232.0,0.0001360288,0.1,1.5439165 +3341.03,3155.568,0.17213379,1651.6083,4570000.0,2767.0,285625.0,,71392.0,0.0001357728,0.1,1.7041066 +3360.14,3157.1592,0.20795606,1651.0454,4580000.0,2774.0,286250.0,,71552.0,0.0001355168,0.1,1.4792362 +3327.53,3157.7578,0.29771215,1651.0791,4590000.0,2780.0,286875.0,,71712.0,0.0001352608,0.1,1.468364 +3168.97,3158.8252,0.22512296,1651.7056,4600000.0,2785.0,287500.0,,71872.0,0.0001350048,0.1,1.6110756 +3257.61,3162.6775,0.19408348,1651.7377,4610000.0,2791.0,288125.0,,72000.0,0.0001348,0.1,1.7086121 +3341.68,3168.3032,0.1493683,1651.7698,4620000.0,2797.0,288750.0,,72160.0,0.000134544,0.1,1.7150075 +3425.94,3175.69,0.17810602,1651.2125,4630000.0,2804.0,289375.0,,72320.0,0.000134288,0.1,1.618868 +3274.46,3181.1104,0.19849303,1651.2456,4640000.0,2810.0,290000.0,,72480.0,0.000134032,0.1,1.607728 +3331.73,3187.5884,0.25792477,1651.2784,4650000.0,2816.0,290625.0,,72640.0,0.000133776,0.1,1.6685537 +3260.35,3192.214,0.17387551,1651.3112,4660000.0,2822.0,291250.0,,72800.0,0.00013352,0.1,1.6394814 +3357.49,3197.507,0.24736032,1651.3438,4670000.0,2828.0,291875.0,,72960.0,0.000133264,0.1,1.6606573 +3409.23,3203.479,0.21912849,1651.3761,4680000.0,2834.0,292500.0,,73120.0,0.000133008,0.1,1.678874 +3450.07,3210.0012,0.26685086,1651.4084,4690000.0,2840.0,293125.0,,73280.0,0.000132752,0.1,1.6745884 +3663.27,3218.8738,0.21113712,1651.4407,4700000.0,2846.0,293750.0,,73408.0,0.0001325472,0.1,1.6673738 +3605.29,3226.759,0.1668808,1651.4727,4710000.0,2852.0,294375.0,,73568.0,0.0001322912,0.1,1.6489577 +3728.48,3233.8003,0.21233346,1651.5045,4720000.0,2858.0,295000.0,,73728.0,0.0001320352,0.1,1.6397184 +3573.86,3238.1655,0.24232231,1651.5363,4730000.0,2864.0,295625.0,,73888.0,0.0001317792,0.1,1.6096044 +3472.22,3241.1409,0.2798101,1650.9927,4740000.0,2871.0,296250.0,,74048.0,0.0001315232,0.1,1.590147 +3412.89,3243.038,0.20195645,1651.0254,4750000.0,2877.0,296875.0,,74208.0,0.0001312672,0.1,1.785637 +3315.65,3244.085,0.2535701,1651.058,4760000.0,2883.0,297500.0,,74368.0,0.0001310112,0.1,1.5845718 +3388.67,3246.776,0.19491455,1651.6621,4770000.0,2888.0,298125.0,,74528.0,0.0001307552,0.1,1.7344313 +3331.53,3250.7556,0.22675005,1651.6931,4780000.0,2894.0,298750.0,,74656.0,0.0001305504,0.1,1.5312696 +3325.09,3256.3657,0.19704226,1651.7241,4790000.0,2900.0,299375.0,,74816.0,0.0001302944,0.1,1.6614561 +3441.91,3261.8875,0.15537718,1651.755,4800000.0,2906.0,300000.0,,74976.0,0.0001300384,0.1,1.4855874 +3446.92,3267.0537,0.19749475,1651.7858,4810000.0,2912.0,300625.0,,75136.0,0.0001297824,0.1,1.6267879 +3408.59,3271.9143,0.22182241,1651.2505,4820000.0,2919.0,301250.0,,75296.0,0.0001295264,0.1,1.7141219 +3421.78,3277.8987,0.18009774,1651.8468,4830000.0,2924.0,301875.0,,75456.0,0.0001292704,0.1,1.5699266 +3376.85,3282.0637,0.21235204,1651.8771,4840000.0,2930.0,302500.0,,75616.0,0.0001290144,0.1,1.5528789 +3381.04,3285.6318,0.2407348,1651.9073,4850000.0,2936.0,303125.0,,75776.0,0.0001287584,0.1,1.6317136 +3384.16,3290.33,0.2953358,1651.9375,4860000.0,2942.0,303750.0,,75936.0,0.0001285024,0.1,1.6422894 +3454.99,3296.3435,0.13987638,1651.9674,4870000.0,2948.0,304375.0,,76064.0,0.0001282976,0.1,1.6857519 +3511.45,3302.8857,0.20500202,1651.9973,4880000.0,2954.0,305000.0,,76224.0,0.0001280416,0.1,1.6230967 +3413.98,3308.0042,0.25175038,1651.4691,4890000.0,2961.0,305625.0,,76384.0,0.0001277856,0.1,1.6510987 +3406.73,3314.4539,0.21835628,1651.4999,4900000.0,2967.0,306250.0,,76544.0,0.0001275296,0.1,1.5864387 +3399.9,3320.886,0.25791806,1651.5304,4910000.0,2973.0,306875.0,,76704.0,0.0001272736,0.1,1.5424702 +3266.15,3325.3005,0.23204464,1651.5609,4920000.0,2979.0,307500.0,,76864.0,0.0001270176,0.1,1.6627007 +3238.12,3328.21,0.25115764,1651.5913,4930000.0,2985.0,308125.0,,77024.0,0.0001267616,0.1,1.6523876 +3116.37,3328.6606,0.122921914,1651.6216,4940000.0,2991.0,308750.0,,77184.0,0.0001265056,0.1,1.5585201 +3242.65,3331.2,0.18581602,1652.2029,4950000.0,2996.0,309375.0,,77312.0,0.0001263008,0.1,1.6368543 +3336.79,3333.9175,0.2772253,1652.2318,4960000.0,3002.0,310000.0,,77472.0,0.0001260448,0.1,1.6030252 +3327.67,3336.041,0.23791224,1652.2606,4970000.0,3008.0,310625.0,,77632.0,0.0001257888,0.1,1.7465101 +3270.23,3338.2424,0.14267729,1652.2893,4980000.0,3014.0,311250.0,,77792.0,0.0001255328,0.1,1.6076806 +3237.22,3339.3835,0.22503614,1651.771,4990000.0,3021.0,311875.0,,77952.0,0.0001252768,0.1,1.6767001 +3093.64,3339.445,0.19588812,1651.8004,5000000.0,3027.0,312500.0,,78112.0,0.0001250208,0.1,1.7445624 +3031.9,3338.9255,0.33520663,1651.8298,5010000.0,3033.0,313125.0,,78272.0,0.0001247648,0.1,1.7450023 +3058.14,3339.3594,0.22408232,1651.8591,5020000.0,3039.0,313750.0,,78432.0,0.0001245088,0.1,1.6276976 +3018.28,3339.1907,0.18081196,1651.8883,5030000.0,3045.0,314375.0,,78592.0,0.0001242528,0.1,1.6766777 +2873.6,3338.4197,0.19391006,1651.9174,5040000.0,3051.0,315000.0,,78720.0,0.000124048,0.1,1.7018787 +2949.5,3339.755,0.13775408,1651.9464,5050000.0,3057.0,315625.0,,78880.0,0.000123792,0.1,1.6256831 +2926.2,3338.4724,0.17723356,1651.9752,5060000.0,3063.0,316250.0,,79040.0,0.000123536,0.1,1.7456232 +3023.9,3338.315,0.23105085,1652.0039,5070000.0,3069.0,316875.0,,79200.0,0.00012328,0.1,1.7311639 +3107.31,3338.815,0.2513493,1652.0325,5080000.0,3075.0,317500.0,,79360.0,0.000123024,0.1,1.599102 +3178.87,3338.7314,0.16758452,1652.061,5090000.0,3081.0,318125.0,,79520.0,0.000122768,0.1,1.5718756 +3346.09,3340.54,0.22088291,1652.0894,5100000.0,3087.0,318750.0,,79680.0,0.000122512,0.1,1.6246576 +3435.44,3343.0767,0.3182881,1652.1177,5110000.0,3093.0,319375.0,,79840.0,0.000122256,0.1,1.5533326 +3607.14,3349.3135,0.22999758,1652.1459,5120000.0,3099.0,320000.0,,80000.0,0.000122,0.1,1.6850818 +3424.92,3353.218,0.25110778,1652.174,5130000.0,3105.0,320625.0,,80128.0,0.0001217952,0.1,1.6307774 +3388.86,3356.3591,0.26058623,1652.2019,5140000.0,3111.0,321250.0,,80288.0,0.0001215392,0.1,1.5916654 +3424.77,3359.7664,0.31869817,1652.2297,5150000.0,3117.0,321875.0,,80448.0,0.0001212832,0.1,1.5934741 +3350.11,3361.8843,0.38293537,1652.2574,5160000.0,3123.0,322500.0,,80608.0,0.0001210272,0.1,1.5324748 +3381.47,3362.8118,0.24580686,1652.285,5170000.0,3129.0,323125.0,,80768.0,0.0001207712,0.1,1.5365379 +3340.73,3362.6392,0.18916722,1652.3126,5180000.0,3135.0,323750.0,,80928.0,0.0001205152,0.1,1.448777 +3413.37,3362.055,0.17259324,1652.34,5190000.0,3141.0,324375.0,,81088.0,0.0001202592,0.1,1.5523822 +3495.86,3362.4553,0.18470132,1652.3673,5200000.0,3147.0,325000.0,,81248.0,0.0001200032,0.1,1.4524055 +3412.69,3362.7173,0.18988961,1652.3945,5210000.0,3153.0,325625.0,,81376.0,0.0001197984,0.1,1.5850925 +3579.94,3364.199,0.21521273,1652.4216,5220000.0,3159.0,326250.0,,81536.0,0.0001195424,0.1,1.5191168 +3642.56,3367.0945,0.30694607,1652.971,5230000.0,3164.0,326875.0,,81696.0,0.0001192864,0.1,1.4420793 +3597.22,3367.7678,0.26172164,1652.4756,5240000.0,3171.0,327500.0,,81856.0,0.0001190304,0.1,1.4541473 +3467.18,3368.7346,0.20776589,1653.0227,5250000.0,3176.0,328125.0,,82016.0,0.0001187744,0.1,1.5862852 +3458.22,3370.2031,0.21332312,1653.0483,5260000.0,3182.0,328750.0,,82176.0,0.0001185184,0.1,1.6604776 +3599.54,3372.2278,0.17907509,1653.074,5270000.0,3188.0,329375.0,,82336.0,0.0001182624,0.1,1.7030228 +3605.32,3373.2375,0.19222705,1653.0996,5280000.0,3194.0,330000.0,,82496.0,0.0001180064,0.1,1.5168796 +3475.47,3371.9197,0.19638507,1653.125,5290000.0,3200.0,330625.0,,82656.0,0.0001177504,0.1,1.6404939 +3279.74,3369.7705,0.20402922,1653.6661,5300000.0,3205.0,331250.0,,82784.0,0.0001175456,0.1,1.5691595 +3318.53,3369.1326,0.19072792,1653.6904,5310000.0,3211.0,331875.0,,82944.0,0.0001172896,0.1,1.5675076 +3378.99,3368.7913,0.16061792,1654.2289,5320000.0,3216.0,332500.0,,83104.0,0.0001170336,0.1,1.6365938 +3217.99,3366.367,0.18606214,1654.2521,5330000.0,3222.0,333125.0,,83264.0,0.0001167776,0.1,1.409919 +3160.88,3363.0322,0.27230301,1654.2751,5340000.0,3228.0,333750.0,,83424.0,0.0001165216,0.1,1.4333807 +3043.5,3358.5012,0.1740712,1653.7867,5350000.0,3235.0,334375.0,,83584.0,0.0001162656,0.1,1.56423 +3204.23,3356.2344,0.1663458,1654.321,5360000.0,3240.0,335000.0,,83744.0,0.0001160096,0.1,1.5923479 +3266.29,3353.7783,0.19860232,1653.8344,5370000.0,3247.0,335625.0,,83904.0,0.0001157536,0.1,1.5654252 +3046.64,3348.4248,0.17851768,1654.3666,5380000.0,3252.0,336250.0,,84032.0,0.0001155488,0.1,1.592427 +3071.2,3344.2366,0.18642569,1653.8816,5390000.0,3259.0,336875.0,,84192.0,0.0001152928,0.1,1.5949476 +3097.63,3340.664,0.13114713,1653.905,5400000.0,3265.0,337500.0,,84352.0,0.0001150368,0.1,1.6580691 +3102.59,3338.0527,0.23621607,1654.4342,5410000.0,3270.0,338125.0,,84512.0,0.0001147808,0.1,1.6832484 +3020.46,3334.8396,0.19453405,1654.4567,5420000.0,3276.0,338750.0,,84672.0,0.0001145248,0.1,1.5163763 +3052.85,3330.84,0.14706686,1654.479,5430000.0,3282.0,339375.0,,84832.0,0.0001142688,0.1,1.6121229 +3170.82,3327.7454,0.14956415,1654.5012,5440000.0,3288.0,340000.0,,84992.0,0.0001140128,0.1,1.6190791 +3251.58,3326.579,0.18258272,1654.5233,5450000.0,3294.0,340625.0,,85152.0,0.0001137568,0.1,1.5575581 +3271.73,3325.8796,0.21361448,1655.047,5460000.0,3299.0,341250.0,,85312.0,0.0001135008,0.1,1.6706586 +3422.8,3326.59,0.26187837,1655.569,5470000.0,3304.0,341875.0,,85440.0,0.000113296,0.1,1.6865513 +3423.81,3327.5693,0.29617494,1655.0891,5480000.0,3311.0,342500.0,,85600.0,0.00011304,0.1,1.6799973 +3404.98,3328.9343,0.20025566,1655.6091,5490000.0,3316.0,343125.0,,85760.0,0.000112784,0.1,1.43277 +3518.46,3331.7275,0.22761525,1655.1309,5500000.0,3323.0,343750.0,,85920.0,0.000112528,0.1,1.5753876 +3536.06,3333.113,0.24715486,1655.1517,5510000.0,3329.0,344375.0,,86080.0,0.000112272,0.1,1.582579 +3664.25,3336.4434,0.24127877,1655.6688,5520000.0,3334.0,345000.0,,86240.0,0.000112016,0.1,1.5993688 +3578.45,3337.696,0.26653755,1655.6886,5530000.0,3340.0,345625.0,,86400.0,0.00011176,0.1,1.4784681 +3496.61,3337.7861,0.2021644,1655.7083,5540000.0,3346.0,346250.0,,86560.0,0.000111504,0.1,1.5792547 +3443.7,3337.6082,0.12317397,1656.222,5550000.0,3351.0,346875.0,,86688.0,0.0001112992,0.1,1.5714859 +3506.11,3338.6582,0.19871296,1656.2407,5560000.0,3357.0,347500.0,,86848.0,0.0001110432,0.1,1.692255 +3528.41,3340.5322,0.20602024,1656.2593,5570000.0,3363.0,348125.0,,87008.0,0.0001107872,0.1,1.4686954 +3428.35,3341.2139,0.21185818,1656.2778,5580000.0,3369.0,348750.0,,87168.0,0.0001105312,0.1,1.637813 +3332.54,3341.2642,0.14151302,1656.2963,5590000.0,3375.0,349375.0,,87328.0,0.0001102752,0.1,1.6040748 +3532.72,3344.9014,0.31574756,1656.3147,5600000.0,3381.0,350000.0,,87488.0,0.0001100192,0.1,1.6264561 +3375.96,3346.085,0.22952111,1656.333,5610000.0,3387.0,350625.0,,87648.0,0.0001097632,0.1,1.7271284 +3419.43,3346.8628,0.20635444,1656.3513,5620000.0,3393.0,351250.0,,87808.0,0.0001095072,0.1,1.5970547 +3297.92,3345.5823,0.21411751,1656.3695,5630000.0,3399.0,351875.0,,87968.0,0.0001092512,0.1,1.5911914 +3317.58,3346.0137,0.21721113,1656.8743,5640000.0,3404.0,352500.0,,88096.0,0.0001090464,0.1,1.6475283 +3354.45,3346.2407,0.24719152,1656.8915,5650000.0,3410.0,353125.0,,88256.0,0.0001087904,0.1,1.4845357 +3440.6,3348.0427,0.17336537,1656.9087,5660000.0,3416.0,353750.0,,88416.0,0.0001085344,0.1,1.475106 +3502.03,3349.4885,0.3220121,1656.9258,5670000.0,3422.0,354375.0,,88576.0,0.0001082784,0.1,1.4994302 +3463.69,3350.0332,0.23682079,1656.9429,5680000.0,3428.0,355000.0,,88736.0,0.0001080224,0.1,1.6957345 +3608.51,3351.6174,0.18033703,1657.4425,5690000.0,3433.0,355625.0,,88896.0,0.0001077664,0.1,1.5379013 +3524.2,3350.2266,0.24719845,1657.4586,5700000.0,3439.0,356250.0,,89056.0,0.0001075104,0.1,1.555003 +3542.34,3349.5972,0.1543722,1657.4746,5710000.0,3445.0,356875.0,,89216.0,0.0001072544,0.1,1.4473081 +3301.82,3345.3303,0.14999045,1657.4906,5720000.0,3451.0,357500.0,,89344.0,0.0001070496,0.1,1.6041253 +3310.93,3342.7017,0.239243,1657.5065,5730000.0,3457.0,358125.0,,89504.0,0.0001067936,0.1,1.6421161 +3249.72,3340.4766,0.22755574,1658.0011,5740000.0,3462.0,358750.0,,89664.0,0.0001065376,0.1,1.565661 +3241.19,3338.7598,0.30028936,1658.0161,5750000.0,3468.0,359375.0,,89824.0,0.0001062816,0.1,1.6300068 +3386.76,3339.4707,0.24292397,1658.0311,5760000.0,3474.0,360000.0,,89984.0,0.0001060256,0.1,1.5689664 +3366.83,3339.2524,0.25485736,1658.046,5770000.0,3480.0,360625.0,,90144.0,0.0001057696,0.1,1.53047 +3402.98,3339.9668,0.24106984,1658.0608,5780000.0,3486.0,361250.0,,90304.0,0.0001055136,0.1,1.6610034 +3536.48,3342.0806,0.15303314,1658.0756,5790000.0,3492.0,361875.0,,90464.0,0.0001052576,0.1,1.5269881 +3657.95,3344.241,0.1964136,1658.5645,5800000.0,3497.0,362500.0,,90624.0,0.0001050016,0.1,1.4596635 +3727.45,3347.046,0.32099792,1658.5784,5810000.0,3503.0,363125.0,,90752.0,0.0001047968,0.1,1.6879385 +3554.88,3348.509,0.18990013,1659.065,5820000.0,3508.0,363750.0,,90912.0,0.0001045408,0.1,1.6438844 +3484.77,3349.1392,0.16621228,1659.078,5830000.0,3514.0,364375.0,,91072.0,0.0001042848,0.1,1.6036042 +3554.1,3350.9116,0.31330898,1659.091,5840000.0,3520.0,365000.0,,91232.0,0.0001040288,0.1,1.5831012 +3307.22,3350.1733,0.15384598,1659.1038,5850000.0,3526.0,365625.0,,91392.0,0.0001037728,0.1,1.6164942 +3258.54,3348.9172,0.17863399,1659.1167,5860000.0,3532.0,366250.0,,91552.0,0.0001035168,0.1,1.5987825 +3393.87,3348.306,0.2209809,1659.1294,5870000.0,3538.0,366875.0,,91712.0,0.0001032608,0.1,1.5980501 +3345.98,3346.6514,0.17741437,1659.1422,5880000.0,3544.0,367500.0,,91872.0,0.0001030048,0.1,1.6258888 +3223.58,3344.747,0.21927792,1659.6224,5890000.0,3549.0,368125.0,,92000.0,0.0001028,0.1,1.7215967 +3242.33,3343.1035,0.25289926,1659.6343,5900000.0,3555.0,368750.0,,92160.0,0.000102544,0.1,1.6079434 +3475.47,3343.8594,0.15482818,1659.6461,5910000.0,3561.0,369375.0,,92320.0,0.000102288,0.1,1.6331217 +3377.23,3344.97,0.17840707,1659.658,5920000.0,3567.0,370000.0,,92480.0,0.000102032,0.1,1.6745281 +3181.36,3344.4026,0.25256276,1659.6698,5930000.0,3573.0,370625.0,,92640.0,0.000101776,0.1,1.6115564 +3297.66,3346.215,0.18645085,1660.1454,5940000.0,3578.0,371250.0,,92800.0,0.00010152,0.1,1.7067044 +3485.81,3348.647,0.1814186,1659.6931,5950000.0,3585.0,371875.0,,92960.0,0.000101264,0.1,1.6558393 +3678.24,3352.0613,0.1870305,1660.1671,5960000.0,3590.0,372500.0,,93120.0,0.000101008,0.1,1.6673828 +3507.59,3353.8606,0.11949879,1660.178,5970000.0,3596.0,373125.0,,93280.0,0.000100752,0.1,1.7848775 +3587.87,3357.0369,0.31299037,1660.1888,5980000.0,3602.0,373750.0,,93408.0,0.0001005472,0.1,1.6038122 +3696.35,3361.6282,0.3285185,1660.6598,5990000.0,3607.0,374375.0,,93568.0,0.0001002912,0.1,1.6923329 +3704.41,3367.7356,0.19107687,1660.6698,6000000.0,3613.0,375000.0,,93728.0,0.0001000352,0.1,1.7323754 +3592.11,3373.338,0.18927874,1660.6797,6010000.0,3619.0,375625.0,,93888.0,9.97792e-05,0.1,1.668303 +3547.42,3378.2302,0.19447166,1660.6897,6020000.0,3625.0,376250.0,,94048.0,9.95232e-05,0.1,1.7649803 +3512.38,3383.1716,0.22955044,1660.6996,6030000.0,3631.0,376875.0,,94208.0,9.92672e-05,0.1,1.674145 +3490.28,3389.3384,0.23983891,1660.7094,6040000.0,3637.0,377500.0,,94368.0,9.90112e-05,0.1,1.5643721 +3418.16,3394.0247,0.1596967,1660.7192,6050000.0,3643.0,378125.0,,94528.0,9.87552e-05,0.1,1.6682734 +3330.55,3398.0688,0.25434706,1661.1842,6060000.0,3648.0,378750.0,,94656.0,9.85504e-05,0.1,1.6771846 +3410.45,3401.934,0.19491675,1661.1932,6070000.0,3654.0,379375.0,,94816.0,9.82944e-05,0.1,1.5431116 +3457.42,3405.435,0.18037501,1661.2021,6080000.0,3660.0,380000.0,,94976.0,9.80384e-05,0.1,1.637491 +3523.2,3408.8784,0.2138534,1661.6644,6090000.0,3665.0,380625.0,,95136.0,9.77824e-05,0.1,1.5977693 +3590.93,3411.3267,0.16293378,1661.6726,6100000.0,3671.0,381250.0,,95296.0,9.75264e-05,0.1,1.5679758 +3656.57,3413.5378,0.22865774,1661.6807,6110000.0,3677.0,381875.0,,95456.0,9.72704e-05,0.1,1.5909936 +3749.02,3414.9568,0.22415897,1662.1401,6120000.0,3682.0,382500.0,,95616.0,9.70144e-05,0.1,1.5055546 +3781.99,3418.5278,0.16735561,1662.1475,6130000.0,3688.0,383125.0,,95776.0,9.67584e-05,0.1,1.634832 +3814.81,3422.787,0.15591908,1662.1548,6140000.0,3694.0,383750.0,,95936.0,9.65024e-05,0.1,1.6418331 +3643.38,3424.9734,0.31695998,1662.6116,6150000.0,3699.0,384375.0,,96064.0,9.62976e-05,0.1,1.6013439 +3691.63,3428.3884,0.18188791,1662.618,6160000.0,3705.0,385000.0,,96224.0,9.60416e-05,0.1,1.4787087 +3741.1,3431.9846,0.24583732,1662.1768,6170000.0,3712.0,385625.0,,96384.0,9.57856e-05,0.1,1.5720037 +3833.35,3436.9106,0.19615422,1662.6311,6180000.0,3717.0,386250.0,,96544.0,9.55296e-05,0.1,1.6109495 +3686.9,3439.6462,0.2182191,1662.6377,6190000.0,3723.0,386875.0,,96704.0,9.52736e-05,0.1,1.6018015 +3659.93,3441.2869,0.17248079,1662.6442,6200000.0,3729.0,387500.0,,96864.0,9.50176e-05,0.1,1.5944535 +3901.52,3446.1753,0.28204238,1663.0958,6210000.0,3734.0,388125.0,,97024.0,9.47616e-05,0.1,1.5739504 +4014.58,3450.522,0.15326972,1663.1016,6220000.0,3740.0,388750.0,,97184.0,9.45056e-05,0.1,1.580248 +3928.85,3453.3848,0.22654642,1663.5514,6230000.0,3745.0,389375.0,,97312.0,9.43008e-05,0.1,1.6012622 +3701.88,3454.4312,0.19644126,1664.0,6240000.0,3750.0,390000.0,,97472.0,9.40448e-05,0.1,1.6569023 +3694.35,3456.703,0.26235753,1664.4474,6250000.0,3755.0,390625.0,,97632.0,9.37888e-05,0.1,1.5352287 +3702.9,3459.1497,0.26708257,1664.8937,6260000.0,3760.0,391250.0,,97792.0,9.35328e-05,0.1,1.6417444 +3570.4,3458.8584,0.120390594,1665.3386,6270000.0,3765.0,391875.0,,97952.0,9.32768e-05,0.1,1.7242334 +3424.29,3457.048,0.19110636,1665.7825,6280000.0,3770.0,392500.0,,98112.0,9.30208e-05,0.1,1.7096558 +3339.3,3455.6865,0.19895919,1666.2252,6290000.0,3775.0,393125.0,,98272.0,9.27648e-05,0.1,1.5429707 +3390.09,3456.79,0.20298517,1666.6666,6300000.0,3780.0,393750.0,,98432.0,9.25088e-05,0.1,1.6187642 +3533.48,3458.9395,0.19992323,1667.5476,6310000.0,3784.0,394375.0,,98592.0,9.22528e-05,0.1,1.6608359 +3505.7,3460.2063,0.22418387,1667.9863,6320000.0,3789.0,395000.0,,98720.0,9.2048e-05,0.1,1.5877459 +3581.7,3463.843,0.21760115,1668.8636,6330000.0,3793.0,395625.0,,98880.0,9.1792e-05,0.1,1.6507308 +3405.52,3466.2898,0.24774471,1669.2997,6340000.0,3798.0,396250.0,,99040.0,9.1536e-05,0.1,1.5331368 +3378.98,3469.6448,0.14724642,1669.7344,6350000.0,3803.0,396875.0,,99200.0,9.128e-05,0.1,1.6194983 +3493.81,3472.5405,0.20696831,1670.6068,6360000.0,3807.0,397500.0,,99360.0,9.1024e-05,0.1,1.7025347 +3396.55,3473.843,0.22915433,1671.0388,6370000.0,3812.0,398125.0,,99520.0,9.0768e-05,0.1,1.6340667 +3350.13,3476.878,0.25862855,1671.4697,6380000.0,3817.0,398750.0,,99680.0,9.0512e-05,0.1,1.6572869 +3532.11,3481.4875,0.19445667,1671.4622,6390000.0,3823.0,399375.0,,99840.0,9.0256e-05,0.1,1.6435513 +3540.39,3485.915,0.24874713,1672.3282,6400000.0,3827.0,400000.0,,100000.0,9e-05,0.1,1.6148793 +3582.02,3490.709,0.2261337,1672.7557,6410000.0,3832.0,400625.0,,100128.0,8.97952e-05,0.1,1.634699 +3496.34,3495.468,0.20615503,1673.1821,6420000.0,3837.0,401250.0,,100288.0,8.95392e-05,0.1,1.485811 +3420.15,3499.1409,0.30663577,1673.6075,6430000.0,3842.0,401875.0,,100448.0,8.92832e-05,0.1,1.5258092 +3560.06,3503.0334,0.21407673,1674.4669,6440000.0,3846.0,402500.0,,100608.0,8.90272e-05,0.1,1.4580126 +3616.36,3506.6812,0.1646142,1674.8896,6450000.0,3851.0,403125.0,,100768.0,8.87712e-05,0.1,1.605144 +3538.9,3509.353,0.23299268,1675.3112,6460000.0,3856.0,403750.0,,100928.0,8.85152e-05,0.1,1.5212955 +3715.15,3512.2764,0.19995414,1675.7317,6470000.0,3861.0,404375.0,,101088.0,8.82592e-05,0.1,1.6109815 +3811.75,3516.1555,0.26529175,1676.5847,6480000.0,3865.0,405000.0,,101248.0,8.80032e-05,0.1,1.5438284 +3762.04,3519.7258,0.24304487,1677.436,6490000.0,3869.0,405625.0,,101376.0,8.77984e-05,0.1,1.4882095 +3721.86,3521.76,0.22878793,1677.8523,6500000.0,3874.0,406250.0,,101536.0,8.75424e-05,0.1,1.5316844 +3784.22,3524.242,0.23479223,1678.2676,6510000.0,3879.0,406875.0,,101696.0,8.72864e-05,0.1,1.5619888 +3835.96,3525.9587,0.2158363,1678.6818,6520000.0,3884.0,407500.0,,101856.0,8.70304e-05,0.1,1.5905291 +3810.29,3528.277,0.16560759,1679.0948,6530000.0,3889.0,408125.0,,102016.0,8.67744e-05,0.1,1.5836108 +3648.73,3529.798,0.15537782,1679.507,6540000.0,3894.0,408750.0,,102176.0,8.65184e-05,0.1,1.5796617 +3663.84,3531.9998,0.21169914,1680.3489,6550000.0,3898.0,409375.0,,102336.0,8.62624e-05,0.1,1.5046282 +3688.54,3533.8237,0.23258094,1680.7584,6560000.0,3903.0,410000.0,,102496.0,8.60064e-05,0.1,1.5420467 +3627.45,3534.814,0.17019641,1681.5972,6570000.0,3907.0,410625.0,,102656.0,8.57504e-05,0.1,1.4530534 +3516.67,3535.6973,0.1820894,1682.0042,6580000.0,3912.0,411250.0,,102784.0,8.55456e-05,0.1,1.5996423 +3413.97,3536.5115,0.20877127,1682.8396,6590000.0,3916.0,411875.0,,102944.0,8.52896e-05,0.1,1.5448883 +3661.6,3537.8005,0.16424885,1683.244,6600000.0,3921.0,412500.0,,103104.0,8.50336e-05,0.1,1.5383027 +3515.47,3539.1956,0.16869475,1683.6475,6610000.0,3926.0,413125.0,,103264.0,8.47776e-05,0.1,1.5471375 +3519.51,3540.1965,0.21310316,1684.0498,6620000.0,3931.0,413750.0,,103424.0,8.45216e-05,0.1,1.6030003 +3595.22,3543.1697,0.33145154,1684.4512,6630000.0,3936.0,414375.0,,103584.0,8.42656e-05,0.1,1.4807317 +3621.03,3546.204,0.17532706,1684.8516,6640000.0,3941.0,415000.0,,103744.0,8.40096e-05,0.1,1.6226878 +3482.89,3547.4885,0.30259904,1685.2509,6650000.0,3946.0,415625.0,,103904.0,8.37536e-05,0.1,1.5148485 +3380.69,3546.8894,0.15936151,1686.0759,6660000.0,3950.0,416250.0,,104032.0,8.35488e-05,0.1,1.5682341 +3531.31,3547.1821,0.22107287,1686.4728,6670000.0,3955.0,416875.0,,104192.0,8.32928e-05,0.1,1.5804436 +3463.67,3547.1816,0.29972896,1686.8687,6680000.0,3960.0,417500.0,,104352.0,8.30368e-05,0.1,1.724232 +3450.94,3545.6062,0.13850668,1687.6892,6690000.0,3964.0,418125.0,,104512.0,8.27808e-05,0.1,1.5821075 +3360.78,3543.972,0.17554162,1688.0826,6700000.0,3969.0,418750.0,,104672.0,8.25248e-05,0.1,1.5479475 +3473.18,3543.2805,0.19030617,1688.4751,6710000.0,3974.0,419375.0,,104832.0,8.22688e-05,0.1,1.5564353 +3491.79,3545.1804,0.1783636,1688.8666,6720000.0,3979.0,420000.0,,104992.0,8.20128e-05,0.1,1.5870085 +3514.05,3547.212,0.19670567,1689.6812,6730000.0,3983.0,420625.0,,105152.0,8.17568e-05,0.1,1.5395716 +3601.94,3550.7336,0.23650998,1690.0702,6740000.0,3988.0,421250.0,,105312.0,8.15008e-05,0.1,1.5505147 +3605.1,3554.373,0.19489801,1690.8817,6750000.0,3992.0,421875.0,,105440.0,8.1296e-05,0.1,1.4979532 +3653.45,3557.0398,0.11362237,1691.6917,6760000.0,3996.0,422500.0,,105600.0,8.104e-05,0.1,1.4208364 +3581.05,3559.1821,0.24827567,1692.077,6770000.0,4001.0,423125.0,,105760.0,8.0784e-05,0.1,1.3998511 +3494.69,3560.099,0.17037301,1692.4613,6780000.0,4006.0,423750.0,,105920.0,8.0528e-05,0.1,1.5369256 +3591.17,3560.646,0.18423724,1692.8447,6790000.0,4011.0,424375.0,,106080.0,8.0272e-05,0.1,1.4716008 +3698.36,3561.0503,0.12579677,1693.6488,6800000.0,4015.0,425000.0,,106240.0,8.0016e-05,0.1,1.4846109 +3469.87,3558.4744,0.25509602,1694.0299,6810000.0,4020.0,425625.0,,106400.0,7.976e-05,0.1,1.4494808 +3434.94,3557.275,0.17610894,1694.4099,6820000.0,4025.0,426250.0,,106560.0,7.9504e-05,0.1,1.5399545 +3445.52,3556.8828,0.18904118,1695.2097,6830000.0,4029.0,426875.0,,106688.0,7.92992e-05,0.1,1.433749 +3446.91,3555.8105,0.21639886,1695.5875,6840000.0,4034.0,427500.0,,106848.0,7.90432e-05,0.1,1.4620891 +3293.52,3555.6738,0.21156271,1695.5446,6850000.0,4040.0,428125.0,,107008.0,7.87872e-05,0.1,1.3600129 +3220.97,3555.298,0.193754,1695.9209,6860000.0,4045.0,428750.0,,107168.0,7.85312e-05,0.1,1.386937 +3355.45,3554.9133,0.29938567,1696.2963,6870000.0,4050.0,429375.0,,107328.0,7.82752e-05,0.1,1.537368 +3341.29,3554.8665,0.23402965,1697.0894,6880000.0,4054.0,430000.0,,107488.0,7.80192e-05,0.1,1.5864815 +3394.73,3556.578,0.26015052,1697.4624,6890000.0,4059.0,430625.0,,107648.0,7.77632e-05,0.1,1.5019972 +3504.69,3559.2017,0.26186478,1697.8346,6900000.0,4064.0,431250.0,,107808.0,7.75072e-05,0.1,1.5756137 +3716.22,3561.6091,0.2848168,1698.2059,6910000.0,4069.0,431875.0,,107968.0,7.72512e-05,0.1,1.4354187 +3759.66,3565.4333,0.22894466,1698.9934,6920000.0,4073.0,432500.0,,108096.0,7.70464e-05,0.1,1.6076674 +3578.74,3569.4075,0.18414885,1699.3624,6930000.0,4078.0,433125.0,,108256.0,7.67904e-05,0.1,1.4766994 +3668.31,3573.114,0.2957414,1699.7306,6940000.0,4083.0,433750.0,,108416.0,7.65344e-05,0.1,1.588733 +3780.16,3576.0576,0.14930734,1700.0979,6950000.0,4088.0,434375.0,,108576.0,7.62784e-05,0.1,1.6598969 +3746.89,3576.7441,0.21481092,1700.4642,6960000.0,4093.0,435000.0,,108736.0,7.60224e-05,0.1,1.4841639 +3744.13,3579.1091,0.17741507,1700.8297,6970000.0,4098.0,435625.0,,108896.0,7.57664e-05,0.1,1.5187182 +3800.93,3581.2397,0.21398315,1701.1942,6980000.0,4103.0,436250.0,,109056.0,7.55104e-05,0.1,1.6249404 +3745.21,3581.7285,0.21925218,1701.558,6990000.0,4108.0,436875.0,,109216.0,7.52544e-05,0.1,1.5630231 +3854.39,3583.2285,0.2363223,1702.3346,7000000.0,4112.0,437500.0,,109344.0,7.50496e-05,0.1,1.5688874 +3761.54,3584.9226,0.24023639,1702.6962,7010000.0,4117.0,438125.0,,109504.0,7.47936e-05,0.1,1.6806178 +3811.96,3587.5679,0.19306779,1703.0568,7020000.0,4122.0,438750.0,,109664.0,7.45376e-05,0.1,1.578048 +3762.78,3590.0718,0.21512164,1703.4165,7030000.0,4127.0,439375.0,,109824.0,7.42816e-05,0.1,1.7776283 +3759.62,3592.7654,0.20124929,1703.7754,7040000.0,4132.0,440000.0,,109984.0,7.40256e-05,0.1,1.5354904 +3768.18,3596.2656,0.21801983,1704.1334,7050000.0,4137.0,440625.0,,110144.0,7.37696e-05,0.1,1.6228523 +3830.25,3601.2627,0.2017559,1704.9022,7060000.0,4141.0,441250.0,,110304.0,7.35136e-05,0.1,1.6089816 +3825.69,3605.415,0.19063711,1705.258,7070000.0,4146.0,441875.0,,110464.0,7.32576e-05,0.1,1.5189948 +3823.26,3609.0732,0.15052259,1705.6132,7080000.0,4151.0,442500.0,,110624.0,7.30016e-05,0.1,1.5114026 +3718.97,3611.031,0.19330728,1705.9673,7090000.0,4156.0,443125.0,,110752.0,7.27968e-05,0.1,1.4645623 +3653.51,3611.6565,0.26195902,1706.7307,7100000.0,4160.0,443750.0,,110912.0,7.25408e-05,0.1,1.6354017 +3680.73,3611.8982,0.2073328,1707.0829,7110000.0,4165.0,444375.0,,111072.0,7.22848e-05,0.1,1.6203576 +3621.09,3610.6191,0.18906057,1707.4341,7120000.0,4170.0,445000.0,,111232.0,7.20288e-05,0.1,1.5269287 +3704.79,3609.8472,0.21865639,1707.7844,7130000.0,4175.0,445625.0,,111392.0,7.17728e-05,0.1,1.5366709 +3783.2,3609.531,0.15307207,1708.1339,7140000.0,4180.0,446250.0,,111552.0,7.15168e-05,0.1,1.6279866 +3795.86,3611.0557,0.1795591,1708.891,7150000.0,4184.0,446875.0,,111712.0,7.12608e-05,0.1,1.5905759 +3654.01,3610.6797,0.20927374,1709.2385,7160000.0,4189.0,447500.0,,111872.0,7.10048e-05,0.1,1.5418221 +3573.49,3609.0037,0.17447264,1709.9928,7170000.0,4193.0,448125.0,,112000.0,7.08e-05,0.1,1.5005931 +3570.12,3606.3713,0.22662081,1710.3383,7180000.0,4198.0,448750.0,,112160.0,7.0544e-05,0.1,1.4800086 +3438.34,3603.886,0.23827204,1710.6829,7190000.0,4203.0,449375.0,,112320.0,7.0288e-05,0.1,1.524949 +3236.52,3599.6519,0.2661325,1711.0266,7200000.0,4208.0,450000.0,,112480.0,7.0032e-05,0.1,1.5713711 +3258.11,3593.2178,0.23524891,1711.3696,7210000.0,4213.0,450625.0,,112640.0,6.9776e-05,0.1,1.5517193 +3344.01,3586.512,0.1688974,1711.7117,7220000.0,4218.0,451250.0,,112800.0,6.952e-05,0.1,1.5609705 +3299.74,3580.221,0.20534733,1712.0531,7230000.0,4223.0,451875.0,,112960.0,6.9264e-05,0.1,1.7199388 +3255.02,3575.7522,0.15721595,1712.3936,7240000.0,4228.0,452500.0,,113120.0,6.9008e-05,0.1,1.4303532 +3246.66,3571.275,0.15550657,1713.138,7250000.0,4232.0,453125.0,,113280.0,6.8752e-05,0.1,1.5306392 +3413.9,3568.3853,0.272893,1713.4766,7260000.0,4237.0,453750.0,,113408.0,6.85472e-05,0.1,1.540418 +3352.96,3566.2112,0.15851903,1713.8142,7270000.0,4242.0,454375.0,,113568.0,6.82912e-05,0.1,1.3165866 +3457.45,3566.5422,0.2943652,1714.5549,7280000.0,4246.0,455000.0,,113728.0,6.80352e-05,0.1,1.5537696 +3521.62,3568.3657,0.23551808,1714.8906,7290000.0,4251.0,455625.0,,113888.0,6.77792e-05,0.1,1.3588403 +3702.98,3571.4944,0.17708789,1715.2256,7300000.0,4256.0,456250.0,,114048.0,6.75232e-05,0.1,1.5246601 +3717.8,3573.3374,0.17890869,1715.5597,7310000.0,4261.0,456875.0,,114208.0,6.72672e-05,0.1,1.497546 +3766.93,3575.9502,0.23255825,1716.2954,7320000.0,4265.0,457500.0,,114368.0,6.70112e-05,0.1,1.4797622 +3702.48,3577.1575,0.25204054,1716.6277,7330000.0,4270.0,458125.0,,114528.0,6.67552e-05,0.1,1.4093914 +3675.27,3579.8557,0.22208922,1717.3608,7340000.0,4274.0,458750.0,,114656.0,6.65504e-05,0.1,1.4696614 +3679.48,3582.86,0.1979488,1717.691,7350000.0,4279.0,459375.0,,114816.0,6.62944e-05,0.1,1.4606895 +3608.45,3584.0066,0.19855763,1718.0205,7360000.0,4284.0,460000.0,,114976.0,6.60384e-05,0.1,1.2667018 +3519.47,3585.2356,0.25082594,1718.75,7370000.0,4288.0,460625.0,,115136.0,6.57824e-05,0.1,1.3952906 +3529.38,3587.028,0.27408513,1719.0775,7380000.0,4293.0,461250.0,,115296.0,6.55264e-05,0.1,1.3637544 +3566.34,3587.3706,0.28222772,1719.4044,7390000.0,4298.0,461875.0,,115456.0,6.52704e-05,0.1,1.3550363 +3537.99,3587.347,0.25042415,1719.7305,7400000.0,4303.0,462500.0,,115616.0,6.50144e-05,0.1,1.2787008 +3516.63,3586.6929,0.19201526,1720.4551,7410000.0,4307.0,463125.0,,115776.0,6.47584e-05,0.1,1.3009965 +3535.5,3587.0847,0.18340972,1720.7792,7420000.0,4312.0,463750.0,,115936.0,6.45024e-05,0.1,1.4350474 +3386.06,3586.7437,0.22107401,1721.1027,7430000.0,4317.0,464375.0,,116064.0,6.42976e-05,0.1,1.4961634 +3366.12,3584.804,0.2139403,1721.8236,7440000.0,4321.0,465000.0,,116224.0,6.40416e-05,0.1,1.418317 +3448.71,3583.128,0.26166907,1722.1451,7450000.0,4326.0,465625.0,,116384.0,6.37856e-05,0.1,1.4586805 +3487.85,3582.6172,0.22218731,1722.466,7460000.0,4331.0,466250.0,,116544.0,6.35296e-05,0.1,1.3793519 +3582.16,3581.287,0.3295712,1722.786,7470000.0,4336.0,466875.0,,116704.0,6.32736e-05,0.1,1.4365247 +3566.24,3578.8323,0.17664833,1723.1052,7480000.0,4341.0,467500.0,,116864.0,6.30176e-05,0.1,1.3620791 +3589.9,3577.1108,0.17231014,1723.8204,7490000.0,4345.0,468125.0,,117024.0,6.27616e-05,0.1,1.4910638 +3666.32,3576.5554,0.23144422,1724.138,7500000.0,4350.0,468750.0,,117184.0,6.25056e-05,0.1,1.4230384 +3717.84,3575.8918,0.21503943,1724.4546,7510000.0,4355.0,469375.0,,117312.0,6.23008e-05,0.1,1.3132253 +3895.51,3576.4868,0.14184296,1725.1664,7520000.0,4359.0,470000.0,,117472.0,6.20448e-05,0.1,1.3787425 +3767.03,3576.0544,0.22609317,1725.4812,7530000.0,4364.0,470625.0,,117632.0,6.17888e-05,0.1,1.3561487 +3818.53,3577.7522,0.27304435,1725.7954,7540000.0,4369.0,471250.0,,117792.0,6.15328e-05,0.1,1.3627136 +4004.66,3581.1604,0.24687393,1726.5035,7550000.0,4373.0,471875.0,,117952.0,6.12768e-05,0.1,1.2529144 +3826.17,3582.5369,0.19699769,1726.8159,7560000.0,4378.0,472500.0,,118112.0,6.10208e-05,0.1,1.3961904 +3740.02,3583.6626,0.18424454,1727.1276,7570000.0,4383.0,473125.0,,118272.0,6.07648e-05,0.1,1.2877483 +3609.62,3584.5923,0.22671823,1727.4385,7580000.0,4388.0,473750.0,,118432.0,6.05088e-05,0.1,1.3292577 +3595.57,3586.4082,0.29142824,1727.7487,7590000.0,4393.0,474375.0,,118592.0,6.02528e-05,0.1,1.3032225 +3845.15,3588.2437,0.33415002,1728.4512,7600000.0,4397.0,475000.0,,118720.0,6.0048e-05,0.1,1.4182422 +3712.72,3590.2158,0.260352,1728.7596,7610000.0,4402.0,475625.0,,118880.0,5.9792e-05,0.1,1.461603 +4033.65,3595.3572,0.15783781,1729.0674,7620000.0,4407.0,476250.0,,119040.0,5.9536e-05,0.1,1.3380365 +4074.54,3600.1506,0.36426246,1729.3744,7630000.0,4412.0,476875.0,,119200.0,5.928e-05,0.1,1.4429835 +4022.99,3604.1704,0.18930845,1729.6808,7640000.0,4417.0,477500.0,,119360.0,5.9024e-05,0.1,1.3598796 +4082.63,3610.1675,0.18506086,1729.9865,7650000.0,4422.0,478125.0,,119520.0,5.8768e-05,0.1,1.4249723 +3847.23,3614.8328,0.15220033,1729.9006,7660000.0,4428.0,478750.0,,119680.0,5.8512e-05,0.1,1.3228126 +3715.53,3616.6753,0.20402376,1730.2053,7670000.0,4433.0,479375.0,,119840.0,5.8256e-05,0.1,1.4509907 +3629.26,3618.331,0.28772435,1730.5093,7680000.0,4438.0,480000.0,,120000.0,5.8e-05,0.1,1.3079879 +3660.54,3620.4268,0.23176888,1731.2021,7690000.0,4442.0,480625.0,,120128.0,5.77952e-05,0.1,1.37876 +3608.1,3622.9004,0.2642154,1731.5044,7700000.0,4447.0,481250.0,,120288.0,5.75392e-05,0.1,1.3089647 +3506.41,3623.2324,0.23304571,1731.8059,7710000.0,4452.0,481875.0,,120448.0,5.72832e-05,0.1,1.3841287 +3582.39,3624.1384,0.23593323,1732.1068,7720000.0,4457.0,482500.0,,120608.0,5.70272e-05,0.1,1.4945891 +3771.36,3626.712,0.19891761,1732.407,7730000.0,4462.0,483125.0,,120768.0,5.67712e-05,0.1,1.4007776 +3696.24,3627.6548,0.17320131,1733.0945,7740000.0,4466.0,483750.0,,120928.0,5.65152e-05,0.1,1.409567 +3398.29,3625.5867,0.16532083,1733.393,7750000.0,4471.0,484375.0,,121088.0,5.62592e-05,0.1,1.3712094 +3553.01,3624.5823,0.13417104,1733.6908,7760000.0,4476.0,485000.0,,121248.0,5.60032e-05,0.1,1.5048664 +3580.01,3624.5718,0.2537176,1734.375,7770000.0,4480.0,485625.0,,121376.0,5.57984e-05,0.1,1.3833003 +3563.06,3625.2554,0.28353885,1734.2844,7780000.0,4486.0,486250.0,,121536.0,5.55424e-05,0.1,1.3142219 +3514.1,3624.4846,0.19384062,1734.5803,7790000.0,4491.0,486875.0,,121696.0,5.52864e-05,0.1,1.3415315 +3517.18,3622.6729,0.23625109,1734.8755,7800000.0,4496.0,487500.0,,121856.0,5.50304e-05,0.1,1.3592573 +3454.51,3622.5198,0.2618941,1735.1699,7810000.0,4501.0,488125.0,,122016.0,5.47744e-05,0.1,1.4913486 +3480.75,3622.9775,0.22060421,1735.4639,7820000.0,4506.0,488750.0,,122176.0,5.45184e-05,0.1,1.3812675 +3545.83,3623.981,0.19904108,1735.7571,7830000.0,4511.0,489375.0,,122336.0,5.42624e-05,0.1,1.4052457 +3519.01,3624.7017,0.24327187,1736.0496,7840000.0,4516.0,490000.0,,122496.0,5.40064e-05,0.1,1.4921756 +3553.32,3627.2998,0.15515248,1736.3416,7850000.0,4521.0,490625.0,,122656.0,5.37504e-05,0.1,1.4650861 +3556.62,3630.6562,0.1969253,1736.6328,7860000.0,4526.0,491250.0,,122784.0,5.35456e-05,0.1,1.3359847 +3879.42,3635.896,0.36277175,1737.3069,7870000.0,4530.0,491875.0,,122944.0,5.32896e-05,0.1,1.4300865 +3757.18,3640.0547,0.18900384,1737.5964,7880000.0,4535.0,492500.0,,123104.0,5.30336e-05,0.1,1.3814545 +3743.57,3643.5435,0.22057582,1737.8855,7890000.0,4540.0,493125.0,,123264.0,5.27776e-05,0.1,1.4197521 +3789.76,3646.3938,0.25902396,1738.1738,7900000.0,4545.0,493750.0,,123424.0,5.25216e-05,0.1,1.4070824 +3545.22,3644.684,0.16955043,1738.8438,7910000.0,4549.0,494375.0,,123584.0,5.22656e-05,0.1,1.4997482 +3609.94,3643.1865,0.20888342,1739.1305,7920000.0,4554.0,495000.0,,123744.0,5.20096e-05,0.1,1.4961748 +3531.4,3642.7131,0.26774663,1739.4165,7930000.0,4559.0,495625.0,,123904.0,5.17536e-05,0.1,1.3088603 +3424.48,3640.275,0.17296639,1740.0833,7940000.0,4563.0,496250.0,,124032.0,5.15488e-05,0.1,1.3867658 +3366.1,3636.134,0.17491429,1740.3678,7950000.0,4568.0,496875.0,,124192.0,5.12928e-05,0.1,1.3316021 +3517.15,3633.837,0.27975732,1740.6516,7960000.0,4573.0,497500.0,,124352.0,5.10368e-05,0.1,1.30364 +3638.89,3632.7844,0.2164076,1740.9349,7970000.0,4578.0,498125.0,,124512.0,5.07808e-05,0.1,1.352818 +3717.43,3631.9495,0.213795,1741.5975,7980000.0,4582.0,498750.0,,124672.0,5.05248e-05,0.1,1.3565607 +3821.92,3632.7166,0.21993944,1741.4995,7990000.0,4588.0,499375.0,,124832.0,5.02688e-05,0.1,1.3343356 +3859.74,3632.77,0.25266775,1741.781,8000000.0,4593.0,500000.0,,124992.0,5.00128e-05,0.1,1.3277421 +4029.16,3635.4465,0.31450117,1742.0618,8010000.0,4598.0,500625.0,,125152.0,4.97568e-05,0.1,1.2856761 +3984.06,3637.1675,0.20330372,1742.3419,8020000.0,4603.0,501250.0,,125312.0,4.95008e-05,0.1,1.2751405 +3948.33,3639.0232,0.17734453,1742.9998,8030000.0,4607.0,501875.0,,125440.0,4.9296e-05,0.1,1.3449097 +3996.23,3641.3892,0.20724063,1743.2784,8040000.0,4612.0,502500.0,,125600.0,4.904e-05,0.1,1.2527752 +3815.75,3641.865,0.2933731,1743.5564,8050000.0,4617.0,503125.0,,125760.0,4.8784e-05,0.1,1.2638298 +3896.44,3642.5266,0.27724457,1743.8339,8060000.0,4622.0,503750.0,,125920.0,4.8528e-05,0.1,1.3602625 +3865.79,3642.9275,0.20467244,1744.1106,8070000.0,4627.0,504375.0,,126080.0,4.8272e-05,0.1,1.2835376 +3790.88,3642.6035,0.16564035,1744.3868,8080000.0,4632.0,505000.0,,126240.0,4.8016e-05,0.1,1.208816 +3594.06,3641.3547,0.19679044,1745.0388,8090000.0,4636.0,505625.0,,126400.0,4.776e-05,0.1,1.2236079 +3634.04,3641.1597,0.2427272,1745.3135,8100000.0,4641.0,506250.0,,126560.0,4.7504e-05,0.1,1.3503077 +3623.64,3640.5889,0.26930636,1745.5876,8110000.0,4646.0,506875.0,,126688.0,4.72992e-05,0.1,1.2442812 +3322.5,3637.6028,0.1680573,1745.8611,8120000.0,4651.0,507500.0,,126848.0,4.70432e-05,0.1,1.3370112 +3271.58,3633.271,0.23622221,1746.134,8130000.0,4656.0,508125.0,,127008.0,4.67872e-05,0.1,1.2346659 +3406.67,3629.5056,0.28165522,1746.4064,8140000.0,4661.0,508750.0,,127168.0,4.65312e-05,0.1,1.3741055 +3513.0,3626.6772,0.2578742,1746.6781,8150000.0,4666.0,509375.0,,127328.0,4.62752e-05,0.1,1.2492163 +3489.79,3625.035,0.20679714,1747.3234,8160000.0,4670.0,510000.0,,127488.0,4.60192e-05,0.1,1.2888057 +3409.13,3623.3914,0.19677675,1747.5936,8170000.0,4675.0,510625.0,,127648.0,4.57632e-05,0.1,1.3481454 +3522.21,3622.9126,0.14976862,1747.8633,8180000.0,4680.0,511250.0,,127808.0,4.55072e-05,0.1,1.345608 +3602.53,3624.554,0.23806535,1748.1323,8190000.0,4685.0,511875.0,,127968.0,4.52512e-05,0.1,1.3663805 +3621.13,3628.4004,0.1542209,1748.4009,8200000.0,4690.0,512500.0,,128096.0,4.50464e-05,0.1,1.4874198 +3620.7,3632.0264,0.17251848,1749.0414,8210000.0,4694.0,513125.0,,128256.0,4.47904e-05,0.1,1.3605483 +3676.31,3635.349,0.2717277,1749.3083,8220000.0,4699.0,513750.0,,128416.0,4.45344e-05,0.1,1.3092605 +3761.67,3639.9685,0.13694292,1749.5748,8230000.0,4704.0,514375.0,,128576.0,4.42784e-05,0.1,1.2814646 +3741.34,3644.8313,0.16761248,1749.8407,8240000.0,4709.0,515000.0,,128736.0,4.40224e-05,0.1,1.4104842 +3743.32,3649.798,0.1788625,1750.1061,8250000.0,4714.0,515625.0,,128896.0,4.37664e-05,0.1,1.4208453 +3745.03,3653.1094,0.18861358,1750.3708,8260000.0,4719.0,516250.0,,129056.0,4.35104e-05,0.1,1.4342663 +3789.35,3657.4734,0.2142938,1750.635,8270000.0,4724.0,516875.0,,129216.0,4.32544e-05,0.1,1.3849547 +3665.96,3659.5583,0.2206464,1750.8987,8280000.0,4729.0,517500.0,,129344.0,4.30496e-05,0.1,1.3538435 +3651.24,3660.855,0.23484714,1751.1619,8290000.0,4734.0,518125.0,,129504.0,4.27936e-05,0.1,1.4653323 +3756.61,3661.3914,0.26319975,1751.4243,8300000.0,4739.0,518750.0,,129664.0,4.25376e-05,0.1,1.303952 +3870.47,3662.9182,0.26914212,1751.3171,8310000.0,4745.0,519375.0,,129824.0,4.22816e-05,0.1,1.2481675 +3758.37,3662.8325,0.18442897,1751.579,8320000.0,4750.0,520000.0,,129984.0,4.20256e-05,0.1,1.3214331 +3752.03,3663.328,0.14983557,1752.2086,8330000.0,4754.0,520625.0,,130144.0,4.17696e-05,0.1,1.3315544 +3803.65,3664.6116,0.1384302,1752.469,8340000.0,4759.0,521250.0,,130304.0,4.15136e-05,0.1,1.3872966 +3732.52,3665.1418,0.3008209,1752.7288,8350000.0,4764.0,521875.0,,130464.0,4.12576e-05,0.1,1.3563082 +3815.16,3667.209,0.21579555,1752.988,8360000.0,4769.0,522500.0,,130624.0,4.10016e-05,0.1,1.3025217 +3807.88,3670.0928,0.1652527,1753.6141,8370000.0,4773.0,523125.0,,130752.0,4.07968e-05,0.1,1.2319674 +3805.45,3672.8538,0.24218452,1753.872,8380000.0,4778.0,523750.0,,130912.0,4.05408e-05,0.1,1.3595144 +3762.04,3674.8103,0.2022179,1754.1292,8390000.0,4783.0,524375.0,,131072.0,4.02848e-05,0.1,1.2474365 +3637.52,3675.806,0.2297428,1754.386,8400000.0,4788.0,525000.0,,131232.0,4.00288e-05,0.1,1.2475573 +3844.26,3679.0823,0.20589142,1754.6422,8410000.0,4793.0,525625.0,,131392.0,3.97728e-05,0.1,1.2974883 +3660.13,3680.3289,0.19872323,1754.8978,8420000.0,4798.0,526250.0,,131552.0,3.95168e-05,0.1,1.2785895 +3762.01,3684.0881,0.38617367,1755.1531,8430000.0,4803.0,526875.0,,131712.0,3.92608e-05,0.1,1.3482707 +3785.29,3688.2798,0.2291607,1755.4077,8440000.0,4808.0,527500.0,,131872.0,3.90048e-05,0.1,1.3323772 +3859.43,3692.3872,0.18260616,1755.6617,8450000.0,4813.0,528125.0,,132000.0,3.88e-05,0.1,1.4748204 +3899.25,3696.501,0.20573884,1756.2798,8460000.0,4817.0,528750.0,,132160.0,3.8544e-05,0.1,1.2949221 +3672.56,3697.4053,0.23934054,1756.5326,8470000.0,4822.0,529375.0,,132320.0,3.8288e-05,0.1,1.3005244 +3676.34,3698.5066,0.15002652,1756.7848,8480000.0,4827.0,530000.0,,132480.0,3.8032e-05,0.1,1.2350078 +3573.21,3698.3394,0.20552288,1757.0364,8490000.0,4832.0,530625.0,,132640.0,3.7776e-05,0.1,1.2497898 +3557.66,3697.253,0.26205263,1757.2876,8500000.0,4837.0,531250.0,,132800.0,3.752e-05,0.1,1.2803485 +3661.53,3696.6895,0.21703917,1757.5382,8510000.0,4842.0,531875.0,,132960.0,3.7264e-05,0.1,1.2934049 +3465.49,3692.3896,0.15282516,1758.151,8520000.0,4846.0,532500.0,,133120.0,3.7008e-05,0.1,1.3303804 +3340.06,3688.1196,0.18894476,1758.4004,8530000.0,4851.0,533125.0,,133280.0,3.6752e-05,0.1,1.350923 +3422.02,3684.1548,0.42573544,1758.649,8540000.0,4856.0,533750.0,,133408.0,3.65472e-05,0.1,1.2267363 +3627.67,3680.3848,0.17231047,1758.8973,8550000.0,4861.0,534375.0,,133568.0,3.62912e-05,0.1,1.3168601 +3688.62,3679.0093,0.20183407,1759.1451,8560000.0,4866.0,535000.0,,133728.0,3.60352e-05,0.1,1.2484435 +3646.83,3678.0771,0.21445309,1759.3923,8570000.0,4871.0,535625.0,,133888.0,3.57792e-05,0.1,1.3826505 +3756.37,3679.545,0.19670962,1759.639,8580000.0,4876.0,536250.0,,134048.0,3.55232e-05,0.1,1.3941904 +3880.46,3682.3938,0.20964551,1760.2458,8590000.0,4880.0,536875.0,,134208.0,3.52672e-05,0.1,1.2345302 +3888.11,3682.8237,0.23718843,1760.4913,8600000.0,4885.0,537500.0,,134368.0,3.50112e-05,0.1,1.3867447 +3755.17,3683.2478,0.24679723,1760.7362,8610000.0,4890.0,538125.0,,134528.0,3.47552e-05,0.1,1.2684567 +3672.24,3679.6338,0.4175179,1760.9806,8620000.0,4895.0,538750.0,,134656.0,3.45504e-05,0.1,1.2675129 +3586.91,3674.7576,0.22548549,1761.2245,8630000.0,4900.0,539375.0,,134816.0,3.42944e-05,0.1,1.2121853 +3638.23,3670.9097,0.16541065,1761.4679,8640000.0,4905.0,540000.0,,134976.0,3.40384e-05,0.1,1.2884226 +3650.02,3666.5835,0.32640252,1761.7108,8650000.0,4910.0,540625.0,,135136.0,3.37824e-05,0.1,1.3387039 +3631.04,3664.4219,0.23488382,1762.3118,8660000.0,4914.0,541250.0,,135296.0,3.35264e-05,0.1,1.3335023 +3701.58,3664.2822,0.21844414,1762.5533,8670000.0,4919.0,541875.0,,135456.0,3.32704e-05,0.1,1.2193918 +3644.26,3664.4321,0.24418665,1762.7944,8680000.0,4924.0,542500.0,,135616.0,3.30144e-05,0.1,1.3379544 +3776.98,3665.5967,0.25354174,1763.0352,8690000.0,4929.0,543125.0,,135776.0,3.27584e-05,0.1,1.2310214 +3655.98,3666.0752,0.23427042,1763.2753,8700000.0,4934.0,543750.0,,135936.0,3.25024e-05,0.1,1.3808377 +3698.84,3667.9993,0.25211206,1763.5149,8710000.0,4939.0,544375.0,,136064.0,3.22976e-05,0.1,1.235034 +3759.41,3669.7698,0.1776083,1763.754,8720000.0,4944.0,545000.0,,136224.0,3.20416e-05,0.1,1.3016949 +3613.83,3668.195,0.18691345,1763.9927,8730000.0,4949.0,545625.0,,136384.0,3.17856e-05,0.1,1.3713112 +3717.0,3668.4026,0.28286013,1763.8749,8740000.0,4955.0,546250.0,,136544.0,3.15296e-05,0.1,1.2155844 +3593.07,3670.35,0.1978691,1764.1129,8750000.0,4960.0,546875.0,,136704.0,3.12736e-05,0.1,1.3133246 +3871.61,3673.5361,0.31420758,1764.3505,8760000.0,4965.0,547500.0,,136864.0,3.10176e-05,0.1,1.3017623 +3964.24,3677.3787,0.26582667,1764.2325,8770000.0,4971.0,548125.0,,137024.0,3.07616e-05,0.1,1.2669137 +3886.74,3680.6152,0.22018734,1764.8241,8780000.0,4975.0,548750.0,,137184.0,3.05056e-05,0.1,1.2953002 +3952.36,3684.998,0.20006786,1765.4148,8790000.0,4979.0,549375.0,,137312.0,3.03008e-05,0.1,1.2470168 +3853.24,3688.3586,0.18049794,1765.65,8800000.0,4984.0,550000.0,,137472.0,3.00448e-05,0.1,1.3944908 +3967.57,3693.4893,0.2498967,1765.8849,8810000.0,4989.0,550625.0,,137632.0,2.97888e-05,0.1,1.3516755 +4115.21,3699.8337,0.21173646,1766.1194,8820000.0,4994.0,551250.0,,137792.0,2.95328e-05,0.1,1.3210735 +3927.71,3703.6526,0.17802632,1766.3533,8830000.0,4999.0,551875.0,,137952.0,2.92768e-05,0.1,1.330369 +3756.6,3706.028,0.20507497,1766.5867,8840000.0,5004.0,552500.0,,138112.0,2.90208e-05,0.1,1.3697393 +3896.92,3709.464,0.18822752,1767.1725,8850000.0,5008.0,553125.0,,138272.0,2.87648e-05,0.1,1.3171479 +3772.45,3711.622,0.25799224,1767.4048,8860000.0,5013.0,553750.0,,138432.0,2.85088e-05,0.1,1.2052937 +3722.87,3710.0566,0.21088398,1767.6365,8870000.0,5018.0,554375.0,,138592.0,2.82528e-05,0.1,1.2441261 +3754.3,3710.028,0.24841005,1767.8678,8880000.0,5023.0,555000.0,,138720.0,2.8048e-05,0.1,1.2706575 +3832.79,3710.9204,0.29477432,1768.4503,8890000.0,5027.0,555625.0,,138880.0,2.7792e-05,0.1,1.3616384 +3847.3,3711.4958,0.27591878,1768.6804,8900000.0,5032.0,556250.0,,139040.0,2.7536e-05,0.1,1.2624224 +3816.27,3714.2063,0.2285515,1768.91,8910000.0,5037.0,556875.0,,139200.0,2.728e-05,0.1,1.310369 +3833.34,3716.4407,0.17932478,1769.1393,8920000.0,5042.0,557500.0,,139360.0,2.7024e-05,0.1,1.3419173 +3874.28,3719.8694,0.16052729,1769.3679,8930000.0,5047.0,558125.0,,139520.0,2.6768e-05,0.1,1.326026 +3703.46,3722.6594,0.23370905,1769.5962,8940000.0,5052.0,558750.0,,139680.0,2.6512e-05,0.1,1.2795035 +3562.62,3724.624,0.2144137,1770.1741,8950000.0,5056.0,559375.0,,139840.0,2.6256e-05,0.1,1.4240403 +3615.88,3725.6116,0.16223462,1770.4011,8960000.0,5061.0,560000.0,,140000.0,2.6e-05,0.1,1.2895212 +3527.81,3724.501,0.11873274,1770.6277,8970000.0,5066.0,560625.0,,140128.0,2.57952e-05,0.1,1.4214125 +3629.09,3723.6172,0.2492191,1770.8539,8980000.0,5071.0,561250.0,,140288.0,2.55392e-05,0.1,1.2363613 +3729.4,3722.692,0.27195102,1771.4286,8990000.0,5075.0,561875.0,,140448.0,2.52832e-05,0.1,1.4549053 +3815.52,3722.25,0.1549696,1771.6536,9000000.0,5080.0,562500.0,,140608.0,2.50272e-05,0.1,1.4790266 +3753.92,3719.4976,0.20576218,1771.878,9010000.0,5085.0,563125.0,,140768.0,2.47712e-05,0.1,1.4015733 +3779.41,3717.4507,0.24433677,1772.1022,9020000.0,5090.0,563750.0,,140928.0,2.45152e-05,0.1,1.4219849 +3749.55,3715.4631,0.21800578,1772.6737,9030000.0,5094.0,564375.0,,141088.0,2.42592e-05,0.1,1.3164891 +3765.53,3713.156,0.19324498,1772.8966,9040000.0,5099.0,565000.0,,141248.0,2.40032e-05,0.1,1.4109076 +3655.51,3711.5537,0.22885917,1773.4666,9050000.0,5103.0,565625.0,,141376.0,2.37984e-05,0.1,1.3663125 +3617.76,3708.7668,0.30823326,1773.6884,9060000.0,5108.0,566250.0,,141536.0,2.35424e-05,0.1,1.3792936 +3666.27,3706.772,0.22824918,1773.9097,9070000.0,5113.0,566875.0,,141696.0,2.32864e-05,0.1,1.3706486 +3631.89,3705.1816,0.25404498,1773.7839,9080000.0,5119.0,567500.0,,141856.0,2.30304e-05,0.1,1.3402103 +3559.81,3704.839,0.2260079,1774.0046,9090000.0,5124.0,568125.0,,142016.0,2.27744e-05,0.1,1.3489437 +3519.74,3703.6965,0.3089307,1774.225,9100000.0,5129.0,568750.0,,142176.0,2.25184e-05,0.1,1.4164283 +3601.46,3703.4746,0.13952509,1774.4448,9110000.0,5134.0,569375.0,,142336.0,2.22624e-05,0.1,1.3144165 +3517.44,3705.424,0.2250916,1775.0098,9120000.0,5138.0,570000.0,,142496.0,2.20064e-05,0.1,1.3475327 +3334.77,3706.056,0.2384202,1775.2285,9130000.0,5143.0,570625.0,,142656.0,2.17504e-05,0.1,1.3302006 +3595.79,3707.9473,0.21772183,1775.4468,9140000.0,5148.0,571250.0,,142784.0,2.15456e-05,0.1,1.2535346 +3738.88,3710.2056,0.19815034,1776.0093,9150000.0,5152.0,571875.0,,142944.0,2.12896e-05,0.1,1.2684647 +3721.52,3712.5232,0.33810404,1776.2264,9160000.0,5157.0,572500.0,,143104.0,2.10336e-05,0.1,1.3471828 +3846.5,3716.897,0.3415707,1776.7875,9170000.0,5161.0,573125.0,,143264.0,2.07776e-05,0.1,1.3490295 +4150.55,3723.1804,0.22668043,1777.0035,9180000.0,5166.0,573750.0,,143424.0,2.05216e-05,0.1,1.4195532 +4309.86,3730.2542,0.33525747,1777.2191,9190000.0,5171.0,574375.0,,143584.0,2.02656e-05,0.1,1.2028286 +4282.62,3736.8687,0.20520958,1777.4343,9200000.0,5176.0,575000.0,,143744.0,2.00096e-05,0.1,1.3008633 +4322.57,3743.8875,0.33961684,1777.306,9210000.0,5182.0,575625.0,,143904.0,1.97536e-05,0.1,1.3881376 +4324.2,3750.3662,0.27454588,1777.8635,9220000.0,5186.0,576250.0,,144032.0,1.95488e-05,0.1,1.2075033 +4319.28,3755.942,0.26511297,1778.42,9230000.0,5190.0,576875.0,,144192.0,1.92928e-05,0.1,1.2716436 +4130.34,3759.8318,0.20782515,1778.6333,9240000.0,5195.0,577500.0,,144352.0,1.90368e-05,0.1,1.2795361 +4031.74,3762.7163,0.18641062,1778.8462,9250000.0,5200.0,578125.0,,144512.0,1.87808e-05,0.1,1.3931265 +3894.25,3764.2087,0.20342739,1779.0586,9260000.0,5205.0,578750.0,,144672.0,1.85248e-05,0.1,1.4548411 +3947.7,3765.792,0.23802328,1779.2706,9270000.0,5210.0,579375.0,,144832.0,1.82688e-05,0.1,1.3389803 +3719.99,3766.3325,0.19429746,1779.4823,9280000.0,5215.0,580000.0,,144992.0,1.80128e-05,0.1,1.2491395 +3620.26,3766.0225,0.21084389,1779.6935,9290000.0,5220.0,580625.0,,145152.0,1.77568e-05,0.1,1.2982674 +3621.41,3764.6704,0.1949514,1779.9043,9300000.0,5225.0,581250.0,,145312.0,1.75008e-05,0.1,1.413084 +3519.02,3761.156,0.2063091,1780.4552,9310000.0,5229.0,581875.0,,145440.0,1.7296e-05,0.1,1.3325429 +3567.09,3759.2432,0.23500088,1780.6649,9320000.0,5234.0,582500.0,,145600.0,1.704e-05,0.1,1.3761698 +3565.91,3757.382,0.19768596,1780.8743,9330000.0,5239.0,583125.0,,145760.0,1.6784e-05,0.1,1.2671541 +3552.44,3754.87,0.18569435,1781.0831,9340000.0,5244.0,583750.0,,145920.0,1.6528e-05,0.1,1.365893 +3638.59,3753.9307,0.19865789,1781.2916,9350000.0,5249.0,584375.0,,146080.0,1.6272e-05,0.1,1.1594896 +3728.48,3753.0637,0.16204736,1781.4998,9360000.0,5254.0,585000.0,,146240.0,1.6016e-05,0.1,1.3484352 +3925.9,3754.2441,0.22362721,1782.0464,9370000.0,5258.0,585625.0,,146400.0,1.576e-05,0.1,1.2956352 +4104.35,3757.2332,0.22187586,1782.2534,9380000.0,5263.0,586250.0,,146560.0,1.5504e-05,0.1,1.2767351 +3992.81,3759.5405,0.25340638,1782.7986,9390000.0,5267.0,586875.0,,146688.0,1.52992e-05,0.1,1.1940206 +4045.62,3763.6218,0.21214579,1783.0045,9400000.0,5272.0,587500.0,,146848.0,1.50432e-05,0.1,1.3205713 +4084.67,3766.0256,0.18181098,1783.2102,9410000.0,5277.0,588125.0,,147008.0,1.47872e-05,0.1,1.3702056 +3994.34,3769.368,0.14313392,1783.4154,9420000.0,5282.0,588750.0,,147168.0,1.45312e-05,0.1,1.212149 +3977.75,3771.5254,0.30902782,1783.9576,9430000.0,5286.0,589375.0,,147328.0,1.42752e-05,0.1,1.337233 +3927.09,3772.9434,0.2499499,1784.1617,9440000.0,5291.0,590000.0,,147488.0,1.40192e-05,0.1,1.3618197 +3932.88,3773.6782,0.24159455,1784.3656,9450000.0,5296.0,590625.0,,147648.0,1.37632e-05,0.1,1.2771862 +3965.26,3774.338,0.3210056,1784.569,9460000.0,5301.0,591250.0,,147808.0,1.35072e-05,0.1,1.2527938 +3892.42,3776.5361,0.17968386,1784.772,9470000.0,5306.0,591875.0,,147968.0,1.32512e-05,0.1,1.2584507 +3778.17,3777.5544,0.20873737,1785.3108,9480000.0,5310.0,592500.0,,148096.0,1.30464e-05,0.1,1.2908567 +3736.28,3779.1853,0.1961244,1785.5127,9490000.0,5315.0,593125.0,,148256.0,1.27904e-05,0.1,1.3381004 +3796.38,3781.5725,0.20201927,1785.7142,9500000.0,5320.0,593750.0,,148416.0,1.25344e-05,0.1,1.1422653 +3717.88,3782.136,0.20950669,1785.9155,9510000.0,5325.0,594375.0,,148576.0,1.22784e-05,0.1,1.2821876 +3619.93,3783.6807,0.23292975,1786.1163,9520000.0,5330.0,595000.0,,148736.0,1.20224e-05,0.1,1.4096253 +3662.34,3786.9033,0.178218,1786.3168,9530000.0,5335.0,595625.0,,148896.0,1.17664e-05,0.1,1.160516 +3605.46,3788.738,0.23782742,1786.5168,9540000.0,5340.0,596250.0,,149056.0,1.15104e-05,0.1,1.1955464 +3639.94,3788.8606,0.16554508,1786.7166,9550000.0,5345.0,596875.0,,149216.0,1.12544e-05,0.1,1.3122396 +3434.77,3786.3223,0.16828811,1787.25,9560000.0,5349.0,597500.0,,149344.0,1.10496e-05,0.1,1.2968866 +3454.72,3784.401,0.19705528,1787.4486,9570000.0,5354.0,598125.0,,149504.0,1.07936e-05,0.1,1.2523688 +3567.18,3782.5093,0.22363265,1787.647,9580000.0,5359.0,598750.0,,149664.0,1.05376e-05,0.1,1.277582 +3480.7,3778.5115,0.21733561,1787.8448,9590000.0,5364.0,599375.0,,149824.0,1.02816e-05,0.1,1.2400855 +3577.21,3775.4026,0.3793339,1788.0425,9600000.0,5369.0,600000.0,,149984.0,1.00256e-05,0.1,1.2645538 +3646.59,3774.317,0.27540025,1788.2396,9610000.0,5374.0,600625.0,,150144.0,9.7696e-06,0.1,1.2234262 +3741.48,3775.009,0.18359247,1788.769,9620000.0,5378.0,601250.0,,150304.0,9.5136e-06,0.1,1.2870026 +3678.81,3775.9277,0.21155825,1788.9652,9630000.0,5383.0,601875.0,,150464.0,9.2576e-06,0.1,1.3285227 +3759.55,3777.1414,0.22249296,1789.1611,9640000.0,5388.0,602500.0,,150624.0,9.0016e-06,0.1,1.2557244 +3731.94,3777.9602,0.21871366,1789.6885,9650000.0,5392.0,603125.0,,150752.0,8.7968e-06,0.1,1.2604702 +3723.09,3778.8809,0.23713925,1789.8833,9660000.0,5397.0,603750.0,,150912.0,8.5408e-06,0.1,1.2846594 +3745.76,3779.3228,0.2633081,1789.7465,9670000.0,5403.0,604375.0,,151072.0,8.2848e-06,0.1,1.2908752 +3673.02,3779.6104,0.22319955,1789.9408,9680000.0,5408.0,605000.0,,151232.0,8.0288e-06,0.1,1.333852 +3708.9,3778.9297,0.22364014,1790.1349,9690000.0,5413.0,605625.0,,151392.0,7.7728e-06,0.1,1.2913917 +3818.98,3780.5596,0.27102417,1790.659,9700000.0,5417.0,606250.0,,151552.0,7.5168e-06,0.1,1.3384054 +3721.3,3780.7842,0.20888564,1790.852,9710000.0,5422.0,606875.0,,151712.0,7.2608e-06,0.1,1.2661846 +3593.54,3779.1252,0.18975464,1791.3749,9720000.0,5426.0,607500.0,,151872.0,7.0048e-06,0.1,1.2780023 +3495.01,3777.9373,0.27036017,1791.8969,9730000.0,5430.0,608125.0,,152000.0,6.8e-06,0.1,1.2482975 +3640.84,3777.1755,0.24259797,1792.4181,9740000.0,5434.0,608750.0,,152160.0,6.544e-06,0.1,1.2981474 +3687.46,3778.1196,0.26982164,1792.9386,9750000.0,5438.0,609375.0,,152320.0,6.288e-06,0.1,1.1954563 +3667.28,3776.0762,0.197023,1793.4583,9760000.0,5442.0,610000.0,,152480.0,6.032e-06,0.1,1.3392434 +3799.61,3774.4304,0.19447353,1793.9772,9770000.0,5446.0,610625.0,,152640.0,5.776e-06,0.1,1.2702341 +3837.29,3773.9353,0.25081944,1794.4954,9780000.0,5450.0,611250.0,,152800.0,5.52e-06,0.1,1.1951568 +3791.45,3772.3262,0.2579989,1795.0128,9790000.0,5454.0,611875.0,,152960.0,5.264e-06,0.1,1.3895453 +3702.59,3770.8196,0.27183357,1795.5295,9800000.0,5458.0,612500.0,,153120.0,5.008e-06,0.1,1.2630486 +3593.31,3767.0771,0.2976125,1795.7167,9810000.0,5463.0,613125.0,,153280.0,4.752e-06,0.1,1.2720951 +3507.4,3760.999,0.2508614,1796.5605,9820000.0,5466.0,613750.0,,153408.0,4.5472e-06,0.1,1.2201524 +3477.16,3756.4937,0.26121274,1797.075,9830000.0,5470.0,614375.0,,153568.0,4.2912e-06,0.1,1.206553 +3646.94,3755.397,0.2760684,1797.2603,9840000.0,5475.0,615000.0,,153728.0,4.0352e-06,0.1,1.2565265 +3784.61,3754.2742,0.2934834,1797.4453,9850000.0,5480.0,615625.0,,153888.0,3.7792e-06,0.1,1.2924712 +3845.39,3755.0034,0.24896519,1797.9576,9860000.0,5484.0,616250.0,,154048.0,3.5232e-06,0.1,1.2005012 +3884.61,3756.6206,0.24257585,1798.4694,9870000.0,5488.0,616875.0,,154208.0,3.2672e-06,0.1,1.3538051 +3859.7,3757.675,0.21335821,1798.9803,9880000.0,5492.0,617500.0,,154368.0,3.0112e-06,0.1,1.3504783 +3882.18,3758.1685,0.17876853,1799.4905,9890000.0,5496.0,618125.0,,154528.0,2.7552e-06,0.1,1.2254324 +3705.36,3756.7493,0.2316398,1800.3274,9900000.0,5499.0,618750.0,,154656.0,2.5504e-06,0.1,1.225363 +3696.56,3755.5522,0.24897522,1800.8359,9910000.0,5503.0,619375.0,,154816.0,2.2944e-06,0.1,1.1717012 +3677.39,3753.9924,0.27199325,1801.3438,9920000.0,5507.0,620000.0,,154976.0,2.0384e-06,0.1,1.1938465 +3738.65,3752.6362,0.19193843,1801.8508,9930000.0,5511.0,620625.0,,155136.0,1.7824e-06,0.1,1.1814868 +3875.47,3754.3562,0.21057118,1802.0305,9940000.0,5516.0,621250.0,,155296.0,1.5264e-06,0.1,1.2346089 +3859.51,3757.325,0.23514865,1802.5363,9950000.0,5520.0,621875.0,,155456.0,1.2704e-06,0.1,1.2012076 +3953.01,3760.6963,0.31048882,1803.3677,9960000.0,5523.0,622500.0,,155616.0,1.0144e-06,0.1,1.3057164 +4160.06,3767.0188,0.33031428,1803.5455,9970000.0,5528.0,623125.0,,155776.0,7.584e-07,0.1,1.1779562 +4166.49,3772.393,0.21296073,1804.0492,9980000.0,5532.0,623750.0,,155936.0,5.024e-07,0.1,1.2295297 +4260.71,3777.7063,0.31343475,1804.552,9990000.0,5536.0,624375.0,,156064.0,2.976e-07,0.1,1.1316445 +4221.96,3781.7705,0.21887702,1805.706,10000000.0,5538.0,625000.0,,156224.0,4.16e-08,0.1,1.2630937 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_eval.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..6c377dbdc2ff0d1538e9bf90fe59cb2ce8640f51 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 3781.7705078125, + "strength": 1079.7156982421875, + "max_strength": 2018.150146484375, + "final_strength": 1915.909912109375, + "sample_efficiency": 2.4649924057484895e-07, + "training_efficiency": 1.4969858966651373e-05, + "stability": 0.9627940654754639 + }, + "local": { + "mean_returns": [ + 1724.5, + 2135.947265625, + 2147.25, + 2130.14892578125, + 2159.0966796875, + 2211.928466796875, + 2303.25, + 2278.08251953125, + 2419.580078125, + 2396.429931640625, + 2354.919921875, + 2404.68994140625, + 2454.25, + 2451.489990234375, + 2415.820068359375, + 2399.25, + 2422.2900390625, + 2507.0400390625, + 2497.090087890625, + 2448.139892578125, + 2460.699951171875, + 2523.860107421875, + 2592.18994140625, + 2602.52001953125, + 2566.889892578125, + 2582.219970703125, + 2631.75, + 2654.489990234375, + 2684.179931640625, + 2704.010009765625, + 2705.760009765625, + 2789.3701171875, + 2821.2900390625, + 2880.68994140625, + 2977.989990234375, + 3072.2099609375, + 3182.330078125, + 3165.590087890625, + 3133.8798828125, + 3050.52001953125, + 2978.840087890625, + 2934.14990234375, + 2700.739990234375, + 2767.2099609375, + 2743.39990234375, + 2788.18994140625, + 2811.4599609375, + 2811.030029296875, + 2860.300048828125, + 2898.889892578125, + 2955.52001953125, + 2989.7099609375, + 3029.469970703125, + 3188.7900390625, + 3216.0400390625, + 3215.080078125, + 3247.72998046875, + 3169.5, + 3307.719970703125, + 3262.75, + 2962.4599609375, + 2848.550048828125, + 2782.580078125, + 2966.719970703125, + 3062.169921875, + 3177.090087890625, + 3163.590087890625, + 3191.989990234375, + 3257.840087890625, + 3530.4599609375, + 3571.18994140625, + 3736.360107421875, + 3673.22998046875, + 3649.409912109375, + 3618.85009765625, + 3571.080078125, + 3662.429931640625, + 3578.110107421875, + 3476.949951171875, + 3295.43994140625, + 3266.8798828125, + 3229.389892578125, + 3267.239990234375, + 3190.9599609375, + 3043.699951171875, + 3031.909912109375, + 3221.72998046875, + 3164.659912109375, + 3065.219970703125, + 3259.429931640625, + 3158.72998046875, + 3201.610107421875, + 3160.510009765625, + 3153.010009765625, + 3100.389892578125, + 3050.639892578125, + 2870.219970703125, + 2948.320068359375, + 2816.27001953125, + 2773.889892578125, + 2719.81005859375, + 2782.43994140625, + 2842.5, + 2926.909912109375, + 3182.669921875, + 3258.550048828125, + 3275.550048828125, + 3280.8701171875, + 3305.52001953125, + 3240.739990234375, + 3235.070068359375, + 3288.610107421875, + 3103.2099609375, + 3127.389892578125, + 3183.820068359375, + 3320.610107421875, + 3362.860107421875, + 3364.969970703125, + 3200.3798828125, + 3038.639892578125, + 2979.139892578125, + 2877.7099609375, + 2801.340087890625, + 2783.169921875, + 2653.6201171875, + 2733.590087890625, + 2636.02001953125, + 2586.77001953125, + 2636.340087890625, + 2700.6201171875, + 2641.68994140625, + 2755.77001953125, + 2800.360107421875, + 2892.969970703125, + 2942.06005859375, + 2893.639892578125, + 2896.590087890625, + 2892.2900390625, + 2809.679931640625, + 2706.489990234375, + 2737.760009765625, + 2716.60009765625, + 2772.780029296875, + 2801.969970703125, + 2821.75, + 3156.330078125, + 3072.780029296875, + 3094.6298828125, + 3003.919921875, + 3098.590087890625, + 3216.85009765625, + 3136.570068359375, + 3103.389892578125, + 3283.60009765625, + 3331.93994140625, + 3521.18994140625, + 3687.97998046875, + 3674.179931640625, + 3676.25, + 3717.860107421875, + 3647.429931640625, + 3529.5400390625, + 3629.530029296875, + 3484.2099609375, + 3605.260009765625, + 3573.590087890625, + 3638.659912109375, + 3598.169921875, + 3519.610107421875, + 3640.550048828125, + 3673.5, + 3834.739990234375, + 3568.35009765625, + 3642.639892578125, + 3512.800048828125, + 3596.239990234375, + 3590.830078125, + 3366.179931640625, + 3315.8798828125, + 3509.449951171875, + 3554.64990234375, + 3672.7099609375, + 3732.7900390625, + 3710.530029296875, + 3781.43994140625, + 3863.5, + 3884.1298828125, + 3698.14990234375, + 3510.530029296875, + 3343.43994140625, + 3207.39990234375, + 3235.719970703125, + 3171.72998046875, + 3084.27001953125, + 3151.39990234375, + 3238.31005859375, + 3348.8798828125, + 3463.8701171875, + 3537.64990234375, + 3611.489990234375, + 3555.06005859375, + 3621.39990234375, + 3530.02001953125, + 3481.9599609375, + 3513.4599609375, + 3620.25, + 3501.800048828125, + 3388.68994140625, + 3501.090087890625, + 3517.3701171875, + 3425.97998046875, + 3411.179931640625, + 3532.2900390625, + 3540.2900390625, + 3438.35009765625, + 3434.169921875, + 3282.68994140625, + 3297.800048828125, + 3294.889892578125, + 3161.679931640625, + 3089.889892578125, + 3289.580078125, + 3151.260009765625, + 3368.840087890625, + 3460.800048828125, + 3485.090087890625, + 3600.4599609375, + 3570.449951171875, + 3675.139892578125, + 3565.360107421875, + 3339.409912109375, + 3227.570068359375, + 3163.010009765625, + 3067.409912109375, + 2931.18994140625, + 2895.239990234375, + 2884.489990234375, + 2972.3798828125, + 2847.510009765625, + 2933.669921875, + 2927.7099609375, + 2976.280029296875, + 2964.469970703125, + 3000.27001953125, + 3207.659912109375, + 3351.25, + 3451.699951171875, + 3560.2099609375, + 3521.68994140625, + 3596.110107421875, + 3742.5, + 3665.550048828125, + 3557.360107421875, + 3256.659912109375, + 3177.31005859375, + 3082.429931640625, + 3099.68994140625, + 2964.669921875, + 2905.6298828125, + 2971.969970703125, + 3207.85009765625, + 3456.469970703125, + 3599.27001953125, + 3614.56005859375, + 3523.570068359375, + 3694.800048828125, + 3648.909912109375, + 3369.43994140625, + 3099.949951171875, + 2937.93994140625, + 2945.47998046875, + 2993.179931640625, + 2918.39990234375, + 2889.2900390625, + 2966.320068359375, + 3019.590087890625, + 3080.429931640625, + 3041.989990234375, + 3107.5400390625, + 3202.010009765625, + 3222.139892578125, + 3336.1298828125, + 3175.070068359375, + 3418.030029296875, + 3437.6298828125, + 3385.6298828125, + 3393.7099609375, + 3464.239990234375, + 3539.97998046875, + 3715.830078125, + 3647.949951171875, + 3692.010009765625, + 3615.169921875, + 3461.22998046875, + 3380.080078125, + 3271.159912109375, + 3124.280029296875, + 3033.800048828125, + 3004.030029296875, + 2991.330078125, + 2965.02001953125, + 3005.530029296875, + 2951.570068359375, + 2979.97998046875, + 3125.43994140625, + 3247.909912109375, + 3345.43994140625, + 3224.010009765625, + 3067.52001953125, + 3159.090087890625, + 3045.18994140625, + 2920.010009765625, + 2796.280029296875, + 2704.77001953125, + 3088.469970703125, + 3186.169921875, + 3190.39990234375, + 3143.3798828125, + 3114.199951171875, + 3054.0, + 2715.510009765625, + 2674.4599609375, + 2532.47998046875, + 2672.840087890625, + 2781.52001953125, + 2845.699951171875, + 2850.60009765625, + 2792.659912109375, + 2916.3798828125, + 2807.389892578125, + 2818.510009765625, + 2975.60009765625, + 3003.27001953125, + 3156.830078125, + 3111.179931640625, + 3228.070068359375, + 3373.530029296875, + 3359.510009765625, + 3334.179931640625, + 3210.419921875, + 3092.75, + 3026.2900390625, + 3033.409912109375, + 2817.419921875, + 2841.77001953125, + 2803.77001953125, + 2905.090087890625, + 2894.159912109375, + 2844.4599609375, + 2911.830078125, + 3079.159912109375, + 3115.389892578125, + 3033.419921875, + 3188.570068359375, + 3350.22998046875, + 3399.72998046875, + 3246.10009765625, + 3201.02001953125, + 3267.6298828125, + 3062.199951171875, + 2872.419921875, + 2779.159912109375, + 2687.22998046875, + 2732.429931640625, + 2683.929931640625, + 2797.77001953125, + 2828.159912109375, + 2812.0400390625, + 2797.860107421875, + 2776.050048828125, + 2816.7099609375, + 3024.3701171875, + 3137.35009765625, + 3174.7099609375, + 3223.14990234375, + 3210.949951171875, + 3119.5400390625, + 2933.580078125, + 2764.1201171875, + 2889.699951171875, + 2930.300048828125, + 2922.510009765625, + 2823.35009765625, + 2960.3701171875, + 3024.239990234375, + 2914.340087890625, + 2853.6298828125, + 2857.239990234375, + 2902.1298828125, + 2761.739990234375, + 2756.679931640625, + 2824.72998046875, + 2947.169921875, + 3071.320068359375, + 2988.699951171875, + 3065.0400390625, + 3115.31005859375, + 3050.030029296875, + 3123.1201171875, + 3087.5, + 3083.85009765625, + 3014.77001953125, + 3035.1298828125, + 2950.68994140625, + 2816.0, + 3054.449951171875, + 3039.64990234375, + 3057.31005859375, + 3187.239990234375, + 3165.260009765625, + 3181.7900390625, + 2983.419921875, + 3034.4599609375, + 3074.719970703125, + 3084.10009765625, + 3138.320068359375, + 3288.75, + 3357.989990234375, + 3471.719970703125, + 3455.85009765625, + 3386.5, + 3431.780029296875, + 3353.0, + 3529.8798828125, + 3370.47998046875, + 3311.409912109375, + 3397.030029296875, + 3504.360107421875, + 3607.22998046875, + 3494.699951171875, + 3382.300048828125, + 3413.139892578125, + 3460.429931640625, + 3494.3701171875, + 3496.5400390625, + 3430.919921875, + 3511.8701171875, + 3582.02001953125, + 3489.97998046875, + 3454.889892578125, + 3363.739990234375, + 3341.81005859375, + 3452.81005859375, + 3480.27001953125, + 3368.239990234375, + 3341.669921875, + 3351.739990234375, + 3325.919921875, + 3268.43994140625, + 3239.139892578125, + 3397.489990234375, + 3331.219970703125, + 3453.18994140625, + 3487.580078125, + 3461.550048828125, + 3401.110107421875, + 3341.030029296875, + 3360.139892578125, + 3327.530029296875, + 3168.969970703125, + 3257.610107421875, + 3341.679931640625, + 3425.93994140625, + 3274.4599609375, + 3331.72998046875, + 3260.35009765625, + 3357.489990234375, + 3409.22998046875, + 3450.070068359375, + 3663.27001953125, + 3605.2900390625, + 3728.47998046875, + 3573.860107421875, + 3472.219970703125, + 3412.889892578125, + 3315.64990234375, + 3388.669921875, + 3331.530029296875, + 3325.090087890625, + 3441.909912109375, + 3446.919921875, + 3408.590087890625, + 3421.780029296875, + 3376.85009765625, + 3381.0400390625, + 3384.159912109375, + 3454.989990234375, + 3511.449951171875, + 3413.97998046875, + 3406.72998046875, + 3399.89990234375, + 3266.14990234375, + 3238.1201171875, + 3116.3701171875, + 3242.64990234375, + 3336.7900390625, + 3327.669921875, + 3270.22998046875, + 3237.219970703125, + 3093.639892578125, + 3031.89990234375, + 3058.139892578125, + 3018.280029296875, + 2873.60009765625, + 2949.5, + 2926.199951171875, + 3023.89990234375, + 3107.31005859375, + 3178.8701171875, + 3346.090087890625, + 3435.43994140625, + 3607.139892578125, + 3424.919921875, + 3388.860107421875, + 3424.77001953125, + 3350.110107421875, + 3381.469970703125, + 3340.72998046875, + 3413.3701171875, + 3495.860107421875, + 3412.68994140625, + 3579.93994140625, + 3642.56005859375, + 3597.219970703125, + 3467.179931640625, + 3458.219970703125, + 3599.5400390625, + 3605.320068359375, + 3475.469970703125, + 3279.739990234375, + 3318.530029296875, + 3378.989990234375, + 3217.989990234375, + 3160.8798828125, + 3043.5, + 3204.22998046875, + 3266.2900390625, + 3046.639892578125, + 3071.199951171875, + 3097.6298828125, + 3102.590087890625, + 3020.4599609375, + 3052.85009765625, + 3170.820068359375, + 3251.580078125, + 3271.72998046875, + 3422.800048828125, + 3423.81005859375, + 3404.97998046875, + 3518.4599609375, + 3536.06005859375, + 3664.25, + 3578.449951171875, + 3496.610107421875, + 3443.699951171875, + 3506.110107421875, + 3528.409912109375, + 3428.35009765625, + 3332.5400390625, + 3532.719970703125, + 3375.9599609375, + 3419.429931640625, + 3297.919921875, + 3317.580078125, + 3354.449951171875, + 3440.60009765625, + 3502.030029296875, + 3463.68994140625, + 3608.510009765625, + 3524.199951171875, + 3542.340087890625, + 3301.820068359375, + 3310.929931640625, + 3249.719970703125, + 3241.18994140625, + 3386.760009765625, + 3366.830078125, + 3402.97998046875, + 3536.47998046875, + 3657.949951171875, + 3727.449951171875, + 3554.8798828125, + 3484.77001953125, + 3554.10009765625, + 3307.219970703125, + 3258.5400390625, + 3393.8701171875, + 3345.97998046875, + 3223.580078125, + 3242.330078125, + 3475.469970703125, + 3377.22998046875, + 3181.360107421875, + 3297.659912109375, + 3485.81005859375, + 3678.239990234375, + 3507.590087890625, + 3587.8701171875, + 3696.35009765625, + 3704.409912109375, + 3592.110107421875, + 3547.419921875, + 3512.3798828125, + 3490.280029296875, + 3418.159912109375, + 3330.550048828125, + 3410.449951171875, + 3457.419921875, + 3523.199951171875, + 3590.929931640625, + 3656.570068359375, + 3749.02001953125, + 3781.989990234375, + 3814.81005859375, + 3643.3798828125, + 3691.6298828125, + 3741.10009765625, + 3833.35009765625, + 3686.89990234375, + 3659.929931640625, + 3901.52001953125, + 4014.580078125, + 3928.85009765625, + 3701.8798828125, + 3694.35009765625, + 3702.89990234375, + 3570.39990234375, + 3424.2900390625, + 3339.300048828125, + 3390.090087890625, + 3533.47998046875, + 3505.699951171875, + 3581.699951171875, + 3405.52001953125, + 3378.97998046875, + 3493.81005859375, + 3396.550048828125, + 3350.1298828125, + 3532.110107421875, + 3540.389892578125, + 3582.02001953125, + 3496.340087890625, + 3420.14990234375, + 3560.06005859375, + 3616.360107421875, + 3538.89990234375, + 3715.14990234375, + 3811.75, + 3762.0400390625, + 3721.860107421875, + 3784.219970703125, + 3835.9599609375, + 3810.2900390625, + 3648.72998046875, + 3663.840087890625, + 3688.5400390625, + 3627.449951171875, + 3516.669921875, + 3413.969970703125, + 3661.60009765625, + 3515.469970703125, + 3519.510009765625, + 3595.219970703125, + 3621.030029296875, + 3482.889892578125, + 3380.68994140625, + 3531.31005859375, + 3463.669921875, + 3450.93994140625, + 3360.780029296875, + 3473.179931640625, + 3491.7900390625, + 3514.050048828125, + 3601.93994140625, + 3605.10009765625, + 3653.449951171875, + 3581.050048828125, + 3494.68994140625, + 3591.169921875, + 3698.360107421875, + 3469.8701171875, + 3434.93994140625, + 3445.52001953125, + 3446.909912109375, + 3293.52001953125, + 3220.969970703125, + 3355.449951171875, + 3341.2900390625, + 3394.72998046875, + 3504.68994140625, + 3716.219970703125, + 3759.659912109375, + 3578.739990234375, + 3668.31005859375, + 3780.159912109375, + 3746.889892578125, + 3744.1298828125, + 3800.929931640625, + 3745.2099609375, + 3854.389892578125, + 3761.5400390625, + 3811.9599609375, + 3762.780029296875, + 3759.6201171875, + 3768.179931640625, + 3830.25, + 3825.68994140625, + 3823.260009765625, + 3718.969970703125, + 3653.510009765625, + 3680.72998046875, + 3621.090087890625, + 3704.7900390625, + 3783.199951171875, + 3795.860107421875, + 3654.010009765625, + 3573.489990234375, + 3570.1201171875, + 3438.340087890625, + 3236.52001953125, + 3258.110107421875, + 3344.010009765625, + 3299.739990234375, + 3255.02001953125, + 3246.659912109375, + 3413.89990234375, + 3352.9599609375, + 3457.449951171875, + 3521.6201171875, + 3702.97998046875, + 3717.800048828125, + 3766.929931640625, + 3702.47998046875, + 3675.27001953125, + 3679.47998046875, + 3608.449951171875, + 3519.469970703125, + 3529.3798828125, + 3566.340087890625, + 3537.989990234375, + 3516.6298828125, + 3535.5, + 3386.06005859375, + 3366.1201171875, + 3448.7099609375, + 3487.85009765625, + 3582.159912109375, + 3566.239990234375, + 3589.89990234375, + 3666.320068359375, + 3717.840087890625, + 3895.510009765625, + 3767.030029296875, + 3818.530029296875, + 4004.659912109375, + 3826.169921875, + 3740.02001953125, + 3609.6201171875, + 3595.570068359375, + 3845.14990234375, + 3712.719970703125, + 4033.64990234375, + 4074.5400390625, + 4022.989990234375, + 4082.6298828125, + 3847.22998046875, + 3715.530029296875, + 3629.260009765625, + 3660.5400390625, + 3608.10009765625, + 3506.409912109375, + 3582.389892578125, + 3771.360107421875, + 3696.239990234375, + 3398.2900390625, + 3553.010009765625, + 3580.010009765625, + 3563.06005859375, + 3514.10009765625, + 3517.179931640625, + 3454.510009765625, + 3480.75, + 3545.830078125, + 3519.010009765625, + 3553.320068359375, + 3556.6201171875, + 3879.419921875, + 3757.179931640625, + 3743.570068359375, + 3789.760009765625, + 3545.219970703125, + 3609.93994140625, + 3531.39990234375, + 3424.47998046875, + 3366.10009765625, + 3517.14990234375, + 3638.889892578125, + 3717.429931640625, + 3821.919921875, + 3859.739990234375, + 4029.159912109375, + 3984.06005859375, + 3948.330078125, + 3996.22998046875, + 3815.75, + 3896.43994140625, + 3865.7900390625, + 3790.8798828125, + 3594.06005859375, + 3634.0400390625, + 3623.639892578125, + 3322.5, + 3271.580078125, + 3406.669921875, + 3513.0, + 3489.7900390625, + 3409.1298828125, + 3522.2099609375, + 3602.530029296875, + 3621.1298828125, + 3620.699951171875, + 3676.31005859375, + 3761.669921875, + 3741.340087890625, + 3743.320068359375, + 3745.030029296875, + 3789.35009765625, + 3665.9599609375, + 3651.239990234375, + 3756.610107421875, + 3870.469970703125, + 3758.3701171875, + 3752.030029296875, + 3803.64990234375, + 3732.52001953125, + 3815.159912109375, + 3807.8798828125, + 3805.449951171875, + 3762.0400390625, + 3637.52001953125, + 3844.260009765625, + 3660.1298828125, + 3762.010009765625, + 3785.2900390625, + 3859.429931640625, + 3899.25, + 3672.56005859375, + 3676.340087890625, + 3573.2099609375, + 3557.659912109375, + 3661.530029296875, + 3465.489990234375, + 3340.06005859375, + 3422.02001953125, + 3627.669921875, + 3688.6201171875, + 3646.830078125, + 3756.3701171875, + 3880.4599609375, + 3888.110107421875, + 3755.169921875, + 3672.239990234375, + 3586.909912109375, + 3638.22998046875, + 3650.02001953125, + 3631.0400390625, + 3701.580078125, + 3644.260009765625, + 3776.97998046875, + 3655.97998046875, + 3698.840087890625, + 3759.409912109375, + 3613.830078125, + 3717.0, + 3593.070068359375, + 3871.610107421875, + 3964.239990234375, + 3886.739990234375, + 3952.360107421875, + 3853.239990234375, + 3967.570068359375, + 4115.2099609375, + 3927.7099609375, + 3756.60009765625, + 3896.919921875, + 3772.449951171875, + 3722.8701171875, + 3754.300048828125, + 3832.7900390625, + 3847.300048828125, + 3816.27001953125, + 3833.340087890625, + 3874.280029296875, + 3703.4599609375, + 3562.6201171875, + 3615.8798828125, + 3527.81005859375, + 3629.090087890625, + 3729.39990234375, + 3815.52001953125, + 3753.919921875, + 3779.409912109375, + 3749.550048828125, + 3765.530029296875, + 3655.510009765625, + 3617.760009765625, + 3666.27001953125, + 3631.889892578125, + 3559.81005859375, + 3519.739990234375, + 3601.4599609375, + 3517.43994140625, + 3334.77001953125, + 3595.7900390625, + 3738.8798828125, + 3721.52001953125, + 3846.5, + 4150.5498046875, + 4309.85986328125, + 4282.6201171875, + 4322.56982421875, + 4324.2001953125, + 4319.27978515625, + 4130.33984375, + 4031.739990234375, + 3894.25, + 3947.699951171875, + 3719.989990234375, + 3620.260009765625, + 3621.409912109375, + 3519.02001953125, + 3567.090087890625, + 3565.909912109375, + 3552.43994140625, + 3638.590087890625, + 3728.47998046875, + 3925.89990234375, + 4104.35009765625, + 3992.81005859375, + 4045.6201171875, + 4084.669921875, + 3994.340087890625, + 3977.75, + 3927.090087890625, + 3932.8798828125, + 3965.260009765625, + 3892.419921875, + 3778.169921875, + 3736.280029296875, + 3796.3798828125, + 3717.8798828125, + 3619.929931640625, + 3662.340087890625, + 3605.4599609375, + 3639.93994140625, + 3434.77001953125, + 3454.719970703125, + 3567.179931640625, + 3480.699951171875, + 3577.2099609375, + 3646.590087890625, + 3741.47998046875, + 3678.81005859375, + 3759.550048828125, + 3731.93994140625, + 3723.090087890625, + 3745.760009765625, + 3673.02001953125, + 3708.89990234375, + 3818.97998046875, + 3721.300048828125, + 3593.5400390625, + 3495.010009765625, + 3640.840087890625, + 3687.4599609375, + 3667.280029296875, + 3799.610107421875, + 3837.2900390625, + 3791.449951171875, + 3702.590087890625, + 3593.31005859375, + 3507.39990234375, + 3477.159912109375, + 3646.93994140625, + 3784.610107421875, + 3845.389892578125, + 3884.610107421875, + 3859.699951171875, + 3882.179931640625, + 3705.360107421875, + 3696.56005859375, + 3677.389892578125, + 3738.64990234375, + 3875.469970703125, + 3859.510009765625, + 3953.010009765625, + 4160.06005859375, + 4166.490234375, + 4260.7099609375, + 4221.9599609375 + ], + "strengths": [ + -581.550048828125, + -170.102783203125, + -158.800048828125, + -175.901123046875, + -146.953369140625, + -94.12158203125, + -2.800048828125, + -27.967529296875, + 113.530029296875, + 90.3798828125, + 48.869873046875, + 98.639892578125, + 148.199951171875, + 145.43994140625, + 109.77001953125, + 93.199951171875, + 116.239990234375, + 200.989990234375, + 191.0400390625, + 142.08984375, + 154.64990234375, + 217.81005859375, + 286.139892578125, + 296.469970703125, + 260.83984375, + 276.169921875, + 325.699951171875, + 348.43994140625, + 378.1298828125, + 397.9599609375, + 399.7099609375, + 483.320068359375, + 515.239990234375, + 574.639892578125, + 671.93994140625, + 766.159912109375, + 876.280029296875, + 859.5400390625, + 827.829833984375, + 744.469970703125, + 672.7900390625, + 628.099853515625, + 394.68994140625, + 461.159912109375, + 437.349853515625, + 482.139892578125, + 505.409912109375, + 504.97998046875, + 554.25, + 592.83984375, + 649.469970703125, + 683.659912109375, + 723.419921875, + 882.739990234375, + 909.989990234375, + 909.030029296875, + 941.679931640625, + 863.449951171875, + 1001.669921875, + 956.699951171875, + 656.409912109375, + 542.5, + 476.530029296875, + 660.669921875, + 756.119873046875, + 871.0400390625, + 857.5400390625, + 885.93994140625, + 951.7900390625, + 1224.409912109375, + 1265.139892578125, + 1430.31005859375, + 1367.179931640625, + 1343.35986328125, + 1312.800048828125, + 1265.030029296875, + 1356.3798828125, + 1272.06005859375, + 1170.89990234375, + 989.389892578125, + 960.829833984375, + 923.33984375, + 961.18994140625, + 884.909912109375, + 737.64990234375, + 725.85986328125, + 915.679931640625, + 858.60986328125, + 759.169921875, + 953.3798828125, + 852.679931640625, + 895.56005859375, + 854.4599609375, + 846.9599609375, + 794.33984375, + 744.58984375, + 564.169921875, + 642.27001953125, + 510.219970703125, + 467.83984375, + 413.760009765625, + 476.389892578125, + 536.449951171875, + 620.85986328125, + 876.619873046875, + 952.5, + 969.5, + 974.820068359375, + 999.469970703125, + 934.68994140625, + 929.02001953125, + 982.56005859375, + 797.159912109375, + 821.33984375, + 877.77001953125, + 1014.56005859375, + 1056.81005859375, + 1058.919921875, + 894.329833984375, + 732.58984375, + 673.08984375, + 571.659912109375, + 495.2900390625, + 477.119873046875, + 347.570068359375, + 427.5400390625, + 329.969970703125, + 280.719970703125, + 330.2900390625, + 394.570068359375, + 335.639892578125, + 449.719970703125, + 494.31005859375, + 586.919921875, + 636.010009765625, + 587.58984375, + 590.5400390625, + 586.239990234375, + 503.6298828125, + 400.43994140625, + 431.7099609375, + 410.550048828125, + 466.72998046875, + 495.919921875, + 515.699951171875, + 850.280029296875, + 766.72998046875, + 788.579833984375, + 697.869873046875, + 792.5400390625, + 910.800048828125, + 830.52001953125, + 797.33984375, + 977.550048828125, + 1025.889892578125, + 1215.139892578125, + 1381.929931640625, + 1368.1298828125, + 1370.199951171875, + 1411.81005859375, + 1341.3798828125, + 1223.489990234375, + 1323.47998046875, + 1178.159912109375, + 1299.2099609375, + 1267.5400390625, + 1332.60986328125, + 1292.119873046875, + 1213.56005859375, + 1334.5, + 1367.449951171875, + 1528.68994140625, + 1262.300048828125, + 1336.58984375, + 1206.75, + 1290.18994140625, + 1284.780029296875, + 1060.1298828125, + 1009.829833984375, + 1203.39990234375, + 1248.599853515625, + 1366.659912109375, + 1426.739990234375, + 1404.47998046875, + 1475.389892578125, + 1557.449951171875, + 1578.079833984375, + 1392.099853515625, + 1204.47998046875, + 1037.389892578125, + 901.349853515625, + 929.669921875, + 865.679931640625, + 778.219970703125, + 845.349853515625, + 932.260009765625, + 1042.829833984375, + 1157.820068359375, + 1231.599853515625, + 1305.43994140625, + 1249.010009765625, + 1315.349853515625, + 1223.969970703125, + 1175.909912109375, + 1207.409912109375, + 1314.199951171875, + 1195.75, + 1082.639892578125, + 1195.0400390625, + 1211.320068359375, + 1119.929931640625, + 1105.1298828125, + 1226.239990234375, + 1234.239990234375, + 1132.300048828125, + 1128.119873046875, + 976.639892578125, + 991.75, + 988.83984375, + 855.6298828125, + 783.83984375, + 983.530029296875, + 845.2099609375, + 1062.7900390625, + 1154.75, + 1179.0400390625, + 1294.409912109375, + 1264.39990234375, + 1369.08984375, + 1259.31005859375, + 1033.35986328125, + 921.52001953125, + 856.9599609375, + 761.35986328125, + 625.139892578125, + 589.18994140625, + 578.43994140625, + 666.329833984375, + 541.4599609375, + 627.619873046875, + 621.659912109375, + 670.22998046875, + 658.419921875, + 694.219970703125, + 901.60986328125, + 1045.199951171875, + 1145.64990234375, + 1254.159912109375, + 1215.639892578125, + 1290.06005859375, + 1436.449951171875, + 1359.5, + 1251.31005859375, + 950.60986328125, + 871.260009765625, + 776.3798828125, + 793.639892578125, + 658.619873046875, + 599.579833984375, + 665.919921875, + 901.800048828125, + 1150.419921875, + 1293.219970703125, + 1308.510009765625, + 1217.52001953125, + 1388.75, + 1342.85986328125, + 1063.389892578125, + 793.89990234375, + 631.889892578125, + 639.429931640625, + 687.1298828125, + 612.349853515625, + 583.239990234375, + 660.27001953125, + 713.5400390625, + 774.3798828125, + 735.93994140625, + 801.489990234375, + 895.9599609375, + 916.08984375, + 1030.079833984375, + 869.02001953125, + 1111.97998046875, + 1131.579833984375, + 1079.579833984375, + 1087.659912109375, + 1158.18994140625, + 1233.929931640625, + 1409.780029296875, + 1341.89990234375, + 1385.9599609375, + 1309.119873046875, + 1155.179931640625, + 1074.030029296875, + 965.10986328125, + 818.22998046875, + 727.75, + 697.97998046875, + 685.280029296875, + 658.969970703125, + 699.47998046875, + 645.52001953125, + 673.929931640625, + 819.389892578125, + 941.85986328125, + 1039.389892578125, + 917.9599609375, + 761.469970703125, + 853.0400390625, + 739.139892578125, + 613.9599609375, + 490.22998046875, + 398.719970703125, + 782.419921875, + 880.119873046875, + 884.349853515625, + 837.329833984375, + 808.14990234375, + 747.949951171875, + 409.4599609375, + 368.409912109375, + 226.429931640625, + 366.7900390625, + 475.469970703125, + 539.64990234375, + 544.550048828125, + 486.60986328125, + 610.329833984375, + 501.33984375, + 512.4599609375, + 669.550048828125, + 697.219970703125, + 850.780029296875, + 805.1298828125, + 922.02001953125, + 1067.47998046875, + 1053.4599609375, + 1028.1298828125, + 904.369873046875, + 786.699951171875, + 720.239990234375, + 727.35986328125, + 511.369873046875, + 535.719970703125, + 497.719970703125, + 599.0400390625, + 588.10986328125, + 538.409912109375, + 605.780029296875, + 773.10986328125, + 809.33984375, + 727.369873046875, + 882.52001953125, + 1044.179931640625, + 1093.679931640625, + 940.050048828125, + 894.969970703125, + 961.579833984375, + 756.14990234375, + 566.369873046875, + 473.10986328125, + 381.179931640625, + 426.3798828125, + 377.8798828125, + 491.719970703125, + 522.10986328125, + 505.989990234375, + 491.81005859375, + 470.0, + 510.659912109375, + 718.320068359375, + 831.300048828125, + 868.659912109375, + 917.099853515625, + 904.89990234375, + 813.489990234375, + 627.530029296875, + 458.070068359375, + 583.64990234375, + 624.25, + 616.4599609375, + 517.300048828125, + 654.320068359375, + 718.18994140625, + 608.2900390625, + 547.579833984375, + 551.18994140625, + 596.079833984375, + 455.68994140625, + 450.6298828125, + 518.679931640625, + 641.119873046875, + 765.27001953125, + 682.64990234375, + 758.989990234375, + 809.260009765625, + 743.97998046875, + 817.070068359375, + 781.449951171875, + 777.800048828125, + 708.719970703125, + 729.079833984375, + 644.639892578125, + 509.949951171875, + 748.39990234375, + 733.599853515625, + 751.260009765625, + 881.18994140625, + 859.2099609375, + 875.739990234375, + 677.369873046875, + 728.409912109375, + 768.669921875, + 778.050048828125, + 832.27001953125, + 982.699951171875, + 1051.93994140625, + 1165.669921875, + 1149.800048828125, + 1080.449951171875, + 1125.72998046875, + 1046.949951171875, + 1223.829833984375, + 1064.429931640625, + 1005.35986328125, + 1090.97998046875, + 1198.31005859375, + 1301.179931640625, + 1188.64990234375, + 1076.25, + 1107.08984375, + 1154.3798828125, + 1188.320068359375, + 1190.489990234375, + 1124.869873046875, + 1205.820068359375, + 1275.969970703125, + 1183.929931640625, + 1148.83984375, + 1057.68994140625, + 1035.760009765625, + 1146.760009765625, + 1174.219970703125, + 1062.18994140625, + 1035.619873046875, + 1045.68994140625, + 1019.869873046875, + 962.389892578125, + 933.08984375, + 1091.43994140625, + 1025.169921875, + 1147.139892578125, + 1181.530029296875, + 1155.5, + 1095.06005859375, + 1034.97998046875, + 1054.08984375, + 1021.47998046875, + 862.919921875, + 951.56005859375, + 1035.6298828125, + 1119.889892578125, + 968.409912109375, + 1025.679931640625, + 954.300048828125, + 1051.43994140625, + 1103.179931640625, + 1144.02001953125, + 1357.219970703125, + 1299.239990234375, + 1422.429931640625, + 1267.81005859375, + 1166.169921875, + 1106.83984375, + 1009.599853515625, + 1082.619873046875, + 1025.47998046875, + 1019.0400390625, + 1135.85986328125, + 1140.869873046875, + 1102.5400390625, + 1115.72998046875, + 1070.800048828125, + 1074.989990234375, + 1078.10986328125, + 1148.93994140625, + 1205.39990234375, + 1107.929931640625, + 1100.679931640625, + 1093.849853515625, + 960.099853515625, + 932.070068359375, + 810.320068359375, + 936.599853515625, + 1030.739990234375, + 1021.619873046875, + 964.179931640625, + 931.169921875, + 787.58984375, + 725.849853515625, + 752.08984375, + 712.22998046875, + 567.550048828125, + 643.449951171875, + 620.14990234375, + 717.849853515625, + 801.260009765625, + 872.820068359375, + 1040.0400390625, + 1129.389892578125, + 1301.08984375, + 1118.869873046875, + 1082.81005859375, + 1118.719970703125, + 1044.06005859375, + 1075.419921875, + 1034.679931640625, + 1107.320068359375, + 1189.81005859375, + 1106.639892578125, + 1273.889892578125, + 1336.510009765625, + 1291.169921875, + 1161.1298828125, + 1152.169921875, + 1293.489990234375, + 1299.27001953125, + 1169.419921875, + 973.68994140625, + 1012.47998046875, + 1072.93994140625, + 911.93994140625, + 854.829833984375, + 737.449951171875, + 898.179931640625, + 960.239990234375, + 740.58984375, + 765.14990234375, + 791.579833984375, + 796.5400390625, + 714.409912109375, + 746.800048828125, + 864.77001953125, + 945.530029296875, + 965.679931640625, + 1116.75, + 1117.760009765625, + 1098.929931640625, + 1212.409912109375, + 1230.010009765625, + 1358.199951171875, + 1272.39990234375, + 1190.56005859375, + 1137.64990234375, + 1200.06005859375, + 1222.35986328125, + 1122.300048828125, + 1026.489990234375, + 1226.669921875, + 1069.909912109375, + 1113.3798828125, + 991.869873046875, + 1011.530029296875, + 1048.39990234375, + 1134.550048828125, + 1195.97998046875, + 1157.639892578125, + 1302.4599609375, + 1218.14990234375, + 1236.2900390625, + 995.77001953125, + 1004.8798828125, + 943.669921875, + 935.139892578125, + 1080.7099609375, + 1060.780029296875, + 1096.929931640625, + 1230.429931640625, + 1351.89990234375, + 1421.39990234375, + 1248.829833984375, + 1178.719970703125, + 1248.050048828125, + 1001.169921875, + 952.489990234375, + 1087.820068359375, + 1039.929931640625, + 917.530029296875, + 936.280029296875, + 1169.419921875, + 1071.179931640625, + 875.31005859375, + 991.60986328125, + 1179.760009765625, + 1372.18994140625, + 1201.5400390625, + 1281.820068359375, + 1390.300048828125, + 1398.35986328125, + 1286.06005859375, + 1241.369873046875, + 1206.329833984375, + 1184.22998046875, + 1112.10986328125, + 1024.5, + 1104.39990234375, + 1151.369873046875, + 1217.14990234375, + 1284.8798828125, + 1350.52001953125, + 1442.969970703125, + 1475.93994140625, + 1508.760009765625, + 1337.329833984375, + 1385.579833984375, + 1435.050048828125, + 1527.300048828125, + 1380.849853515625, + 1353.8798828125, + 1595.469970703125, + 1708.530029296875, + 1622.800048828125, + 1395.829833984375, + 1388.300048828125, + 1396.849853515625, + 1264.349853515625, + 1118.239990234375, + 1033.25, + 1084.0400390625, + 1227.429931640625, + 1199.64990234375, + 1275.64990234375, + 1099.469970703125, + 1072.929931640625, + 1187.760009765625, + 1090.5, + 1044.079833984375, + 1226.06005859375, + 1234.33984375, + 1275.969970703125, + 1190.2900390625, + 1114.099853515625, + 1254.010009765625, + 1310.31005859375, + 1232.849853515625, + 1409.099853515625, + 1505.699951171875, + 1455.989990234375, + 1415.81005859375, + 1478.169921875, + 1529.909912109375, + 1504.239990234375, + 1342.679931640625, + 1357.7900390625, + 1382.489990234375, + 1321.39990234375, + 1210.619873046875, + 1107.919921875, + 1355.550048828125, + 1209.419921875, + 1213.4599609375, + 1289.169921875, + 1314.97998046875, + 1176.83984375, + 1074.639892578125, + 1225.260009765625, + 1157.619873046875, + 1144.889892578125, + 1054.72998046875, + 1167.1298828125, + 1185.739990234375, + 1208.0, + 1295.889892578125, + 1299.050048828125, + 1347.39990234375, + 1275.0, + 1188.639892578125, + 1285.119873046875, + 1392.31005859375, + 1163.820068359375, + 1128.889892578125, + 1139.469970703125, + 1140.85986328125, + 987.469970703125, + 914.919921875, + 1049.39990234375, + 1035.239990234375, + 1088.679931640625, + 1198.639892578125, + 1410.169921875, + 1453.60986328125, + 1272.68994140625, + 1362.260009765625, + 1474.10986328125, + 1440.83984375, + 1438.079833984375, + 1494.8798828125, + 1439.159912109375, + 1548.33984375, + 1455.489990234375, + 1505.909912109375, + 1456.72998046875, + 1453.570068359375, + 1462.1298828125, + 1524.199951171875, + 1519.639892578125, + 1517.2099609375, + 1412.919921875, + 1347.4599609375, + 1374.679931640625, + 1315.0400390625, + 1398.739990234375, + 1477.14990234375, + 1489.81005859375, + 1347.9599609375, + 1267.43994140625, + 1264.070068359375, + 1132.2900390625, + 930.469970703125, + 952.06005859375, + 1037.9599609375, + 993.68994140625, + 948.969970703125, + 940.60986328125, + 1107.849853515625, + 1046.909912109375, + 1151.39990234375, + 1215.570068359375, + 1396.929931640625, + 1411.75, + 1460.8798828125, + 1396.429931640625, + 1369.219970703125, + 1373.429931640625, + 1302.39990234375, + 1213.419921875, + 1223.329833984375, + 1260.2900390625, + 1231.93994140625, + 1210.579833984375, + 1229.449951171875, + 1080.010009765625, + 1060.070068359375, + 1142.659912109375, + 1181.800048828125, + 1276.10986328125, + 1260.18994140625, + 1283.849853515625, + 1360.27001953125, + 1411.7900390625, + 1589.4599609375, + 1460.97998046875, + 1512.47998046875, + 1698.60986328125, + 1520.119873046875, + 1433.969970703125, + 1303.570068359375, + 1289.52001953125, + 1539.099853515625, + 1406.669921875, + 1727.599853515625, + 1768.489990234375, + 1716.93994140625, + 1776.579833984375, + 1541.179931640625, + 1409.47998046875, + 1323.2099609375, + 1354.489990234375, + 1302.050048828125, + 1200.35986328125, + 1276.33984375, + 1465.31005859375, + 1390.18994140625, + 1092.239990234375, + 1246.9599609375, + 1273.9599609375, + 1257.010009765625, + 1208.050048828125, + 1211.1298828125, + 1148.4599609375, + 1174.699951171875, + 1239.780029296875, + 1212.9599609375, + 1247.27001953125, + 1250.570068359375, + 1573.369873046875, + 1451.1298828125, + 1437.52001953125, + 1483.7099609375, + 1239.169921875, + 1303.889892578125, + 1225.349853515625, + 1118.429931640625, + 1060.050048828125, + 1211.099853515625, + 1332.83984375, + 1411.3798828125, + 1515.869873046875, + 1553.68994140625, + 1723.10986328125, + 1678.010009765625, + 1642.280029296875, + 1690.179931640625, + 1509.699951171875, + 1590.389892578125, + 1559.739990234375, + 1484.829833984375, + 1288.010009765625, + 1327.989990234375, + 1317.58984375, + 1016.449951171875, + 965.530029296875, + 1100.619873046875, + 1206.949951171875, + 1183.739990234375, + 1103.079833984375, + 1216.159912109375, + 1296.47998046875, + 1315.079833984375, + 1314.64990234375, + 1370.260009765625, + 1455.619873046875, + 1435.2900390625, + 1437.27001953125, + 1438.97998046875, + 1483.300048828125, + 1359.909912109375, + 1345.18994140625, + 1450.56005859375, + 1564.419921875, + 1452.320068359375, + 1445.97998046875, + 1497.599853515625, + 1426.469970703125, + 1509.10986328125, + 1501.829833984375, + 1499.39990234375, + 1455.989990234375, + 1331.469970703125, + 1538.2099609375, + 1354.079833984375, + 1455.9599609375, + 1479.239990234375, + 1553.3798828125, + 1593.199951171875, + 1366.510009765625, + 1370.2900390625, + 1267.159912109375, + 1251.60986328125, + 1355.47998046875, + 1159.43994140625, + 1034.010009765625, + 1115.969970703125, + 1321.619873046875, + 1382.570068359375, + 1340.780029296875, + 1450.320068359375, + 1574.409912109375, + 1582.06005859375, + 1449.119873046875, + 1366.18994140625, + 1280.85986328125, + 1332.179931640625, + 1343.969970703125, + 1324.989990234375, + 1395.530029296875, + 1338.2099609375, + 1470.929931640625, + 1349.929931640625, + 1392.7900390625, + 1453.35986328125, + 1307.780029296875, + 1410.949951171875, + 1287.02001953125, + 1565.56005859375, + 1658.18994140625, + 1580.68994140625, + 1646.31005859375, + 1547.18994140625, + 1661.52001953125, + 1809.159912109375, + 1621.659912109375, + 1450.550048828125, + 1590.869873046875, + 1466.39990234375, + 1416.820068359375, + 1448.25, + 1526.739990234375, + 1541.25, + 1510.219970703125, + 1527.2900390625, + 1568.22998046875, + 1397.409912109375, + 1256.570068359375, + 1309.829833984375, + 1221.760009765625, + 1323.0400390625, + 1423.349853515625, + 1509.469970703125, + 1447.869873046875, + 1473.35986328125, + 1443.5, + 1459.47998046875, + 1349.4599609375, + 1311.7099609375, + 1360.219970703125, + 1325.83984375, + 1253.760009765625, + 1213.68994140625, + 1295.409912109375, + 1211.389892578125, + 1028.719970703125, + 1289.739990234375, + 1432.829833984375, + 1415.469970703125, + 1540.449951171875, + 1844.499755859375, + 2003.809814453125, + 1976.570068359375, + 2016.519775390625, + 2018.150146484375, + 2013.229736328125, + 1824.289794921875, + 1725.68994140625, + 1588.199951171875, + 1641.64990234375, + 1413.93994140625, + 1314.2099609375, + 1315.35986328125, + 1212.969970703125, + 1261.0400390625, + 1259.85986328125, + 1246.389892578125, + 1332.5400390625, + 1422.429931640625, + 1619.849853515625, + 1798.300048828125, + 1686.760009765625, + 1739.570068359375, + 1778.619873046875, + 1688.2900390625, + 1671.699951171875, + 1621.0400390625, + 1626.829833984375, + 1659.2099609375, + 1586.369873046875, + 1472.119873046875, + 1430.22998046875, + 1490.329833984375, + 1411.829833984375, + 1313.8798828125, + 1356.2900390625, + 1299.409912109375, + 1333.889892578125, + 1128.719970703125, + 1148.669921875, + 1261.1298828125, + 1174.64990234375, + 1271.159912109375, + 1340.5400390625, + 1435.429931640625, + 1372.760009765625, + 1453.5, + 1425.889892578125, + 1417.0400390625, + 1439.7099609375, + 1366.969970703125, + 1402.849853515625, + 1512.929931640625, + 1415.25, + 1287.489990234375, + 1188.9599609375, + 1334.7900390625, + 1381.409912109375, + 1361.22998046875, + 1493.56005859375, + 1531.239990234375, + 1485.39990234375, + 1396.5400390625, + 1287.260009765625, + 1201.349853515625, + 1171.10986328125, + 1340.889892578125, + 1478.56005859375, + 1539.33984375, + 1578.56005859375, + 1553.64990234375, + 1576.1298828125, + 1399.31005859375, + 1390.510009765625, + 1371.33984375, + 1432.599853515625, + 1569.419921875, + 1553.4599609375, + 1646.9599609375, + 1854.010009765625, + 1860.440185546875, + 1954.659912109375, + 1915.909912109375 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 8.868474833434448e-05, + 7.903042569523677e-05, + 7.028187974356115e-05, + 6.429060158552602e-05, + 6.091381510486826e-05, + 6.0815666074631736e-05, + 5.982076618238352e-05, + 6.426373147405684e-05, + 6.85125487507321e-05, + 7.113954779924825e-05, + 7.72930434322916e-05, + 8.930690091801807e-05, + 0.00010606375872157514, + 0.00012414698721840978, + 0.00014568501501344144, + 0.00018693799211177975, + 0.00037589113344438374, + 0.037701040506362915, + -0.0005050712497904897, + -0.0002376553456997499, + -0.0001347518409602344, + -8.492419146932662e-05, + -6.080873208702542e-05, + -4.8343084927182645e-05, + -3.951300459448248e-05, + -3.232410017517395e-05, + -2.6901201636064798e-05, + -2.2626341888098978e-05, + -1.9274872101959772e-05, + -1.669210359978024e-05, + -1.4276790352596436e-05, + -1.2286663150007371e-05, + -1.055574193742359e-05, + -8.982126018963754e-06, + -7.594592716486659e-06, + -6.370227765728487e-06, + -5.4300039664667565e-06, + -4.6993377509352285e-06, + -4.15252179664094e-06, + -3.72913564206101e-06, + -3.3834712667157874e-06, + -3.187484253430739e-06, + -2.97691758532892e-06, + -2.79348000731261e-06, + -2.607503802209976e-06, + -2.4286837287945673e-06, + -2.2646258912573103e-06, + -2.099398898280924e-06, + -1.9377605440240586e-06, + -1.776331259861763e-06, + -1.6218184555327753e-06, + -1.4733153648194275e-06, + -1.310015250055585e-06, + -1.1592773034863058e-06, + -1.0240275969408685e-06, + -8.978480536825373e-07, + -7.930295282676525e-07, + -6.827618221905141e-07, + -5.87347187774867e-07, + -5.269833991405903e-07, + -4.800902502211102e-07, + -4.4104655216870015e-07, + -3.8992581607999455e-07, + -3.3521189379825955e-07, + -2.766466309367388e-07, + -2.231845002143018e-07, + -1.7190696155466867e-07, + -1.2083992828593182e-07, + -6.049932466112296e-08, + -3.6757856758384833e-09, + 5.467392583113906e-08, + 1.0532074412594739e-07, + 1.5074938630732504e-07, + 1.914344238684862e-07, + 2.2751258654807316e-07, + 2.6314103251934284e-07, + 2.939625005637936e-07, + 3.202898142262711e-07, + 3.4109484658984e-07, + 3.6009882364851364e-07, + 3.773132561946113e-07, + 3.9421561837116315e-07, + 4.089126264261722e-07, + 4.205433299375727e-07, + 4.314481429901207e-07, + 4.4451272174228507e-07, + 4.561192383789603e-07, + 4.6587527435804077e-07, + 4.775054094352527e-07, + 4.873638772551203e-07, + 4.971910243511957e-07, + 5.06091566876421e-07, + 5.14475630097877e-07, + 5.219572472014988e-07, + 5.28642772223975e-07, + 5.334912316357077e-07, + 5.387838086789998e-07, + 5.428187819234154e-07, + 5.463796810545318e-07, + 5.494152333085367e-07, + 5.527833764062962e-07, + 5.564307343774999e-07, + 5.604799753200496e-07, + 5.659339308294875e-07, + 5.715566544495232e-07, + 5.769786071141425e-07, + 5.821414106321754e-07, + 5.87151589570567e-07, + 5.915884457863285e-07, + 5.957680855317449e-07, + 5.999542054269114e-07, + 6.031754082869156e-07, + 6.063297064429207e-07, + 6.095286835261504e-07, + 6.130268275228445e-07, + 6.164642059047765e-07, + 6.197100219651475e-07, + 6.222975912351103e-07, + 6.243058123800438e-07, + 6.260577265493339e-07, + 6.274726160881983e-07, + 6.286398388510861e-07, + 6.297109962360992e-07, + 6.304550197455683e-07, + 6.313273956948251e-07, + 6.319687031464127e-07, + 6.324887067421514e-07, + 6.330711812552181e-07, + 6.337318723126373e-07, + 6.342647225210385e-07, + 6.349401928673615e-07, + 6.356400490403757e-07, + 6.364206228681724e-07, + 6.37212224319228e-07, + 6.378950843100029e-07, + 6.385345159287681e-07, + 6.39124266399449e-07, + 6.395940772563335e-07, + 6.399399126166827e-07, + 6.40284042674466e-07, + 6.40584630673402e-07, + 6.408968147297855e-07, + 6.411975732589781e-07, + 6.414788913389202e-07, + 6.418910061256611e-07, + 6.422164915420581e-07, + 6.425057677006407e-07, + 6.427231937777833e-07, + 6.429279437725199e-07, + 6.431159818021115e-07, + 6.432459258576273e-07, + 6.4333261207139e-07, + 6.433937755900843e-07, + 6.434124202314706e-07, + 6.433829753405007e-07, + 6.43293844859727e-07, + 6.431534984585596e-07, + 6.429635277527268e-07, + 6.427196126423951e-07, + 6.424444904951088e-07, + 6.421556122404581e-07, + 6.41804035694804e-07, + 6.414578592739417e-07, + 6.410411401702731e-07, + 6.406024795069243e-07, + 6.401093628483068e-07, + 6.396018648047175e-07, + 6.39098516330705e-07, + 6.385173492162721e-07, + 6.378956527441915e-07, + 6.371740823851724e-07, + 6.365568765431817e-07, + 6.358809514495078e-07, + 6.35251183211949e-07, + 6.34557750345266e-07, + 6.338486286949774e-07, + 6.332477937576186e-07, + 6.32659975963179e-07, + 6.319426688605745e-07, + 6.311829565674998e-07, + 6.303365012172435e-07, + 6.294392278505256e-07, + 6.285435460995359e-07, + 6.275907935560099e-07, + 6.265742626965221e-07, + 6.255348807826522e-07, + 6.246092425499228e-07, + 6.237991101443185e-07, + 6.230920917005278e-07, + 6.224688604561379e-07, + 6.21816639068129e-07, + 6.212007406247722e-07, + 6.206391276464274e-07, + 6.200206712492218e-07, + 6.193302510837384e-07, + 6.185501320032927e-07, + 6.176769602461718e-07, + 6.167421702230058e-07, + 6.157463303679833e-07, + 6.147890871943673e-07, + 6.137768764347129e-07, + 6.128311724751256e-07, + 6.119184376984776e-07, + 6.109771675255615e-07, + 6.099493248257204e-07, + 6.090112947276793e-07, + 6.081584160710918e-07, + 6.072132805456931e-07, + 6.062525699235266e-07, + 6.053616061763023e-07, + 6.044793394721637e-07, + 6.034978241586941e-07, + 6.025082370797463e-07, + 6.015986286911357e-07, + 6.006900434840645e-07, + 5.999010568302765e-07, + 5.990968929836527e-07, + 5.982923312330968e-07, + 5.975933277113654e-07, + 5.969497465230234e-07, + 5.961390456832305e-07, + 5.954399284746614e-07, + 5.945582870481303e-07, + 5.93599509102205e-07, + 5.926203243689088e-07, + 5.915460405958584e-07, + 5.904980184823216e-07, + 5.893651859878446e-07, + 5.883250082661107e-07, + 5.874715611753345e-07, + 5.867092340849922e-07, + 5.859986345058132e-07, + 5.85365341976285e-07, + 5.848431783306296e-07, + 5.843485837431217e-07, + 5.838606398356205e-07, + 5.83296070999495e-07, + 5.828351845593716e-07, + 5.822985826853255e-07, + 5.817649935124791e-07, + 5.81187578063691e-07, + 5.806185185974755e-07, + 5.800167173219961e-07, + 5.792337560706073e-07, + 5.783263077319134e-07, + 5.773330826741585e-07, + 5.76248623929132e-07, + 5.752004881287576e-07, + 5.740917572438775e-07, + 5.728624614675937e-07, + 5.717043336517236e-07, + 5.70642384900566e-07, + 5.69837027342146e-07, + 5.690988587048196e-07, + 5.684406119144114e-07, + 5.677670174009108e-07, + 5.672071097251319e-07, + 5.666962579198298e-07, + 5.661275395141274e-07, + 5.653569132846314e-07, + 5.643752842843242e-07, + 5.632756483464618e-07, + 5.621675995826081e-07, + 5.611406095340499e-07, + 5.599740120487695e-07, + 5.588514113696874e-07, + 5.579653361564851e-07, + 5.573043608819717e-07, + 5.567777634496451e-07, + 5.562439469031233e-07, + 5.556696009989537e-07, + 5.551571007345046e-07, + 5.546680768020451e-07, + 5.541136829378956e-07, + 5.535139848689141e-07, + 5.528629571927013e-07, + 5.522442165784014e-07, + 5.515703378478065e-07, + 5.508176172952517e-07, + 5.50048923741997e-07, + 5.491862111739465e-07, + 5.484596385940677e-07, + 5.475318403114215e-07, + 5.465907975121809e-07, + 5.456957978822174e-07, + 5.447967623695149e-07, + 5.438424750536797e-07, + 5.428297527032555e-07, + 5.416783892542298e-07, + 5.405882461673173e-07, + 5.394682602855028e-07, + 5.384156906984572e-07, + 5.374907345867541e-07, + 5.366334789869143e-07, + 5.35865012807335e-07, + 5.352144398784731e-07, + 5.346361149349832e-07, + 5.340814368537394e-07, + 5.33536820057634e-07, + 5.330130079528317e-07, + 5.324569087861164e-07, + 5.31943726400641e-07, + 5.314077498042025e-07, + 5.30756551597733e-07, + 5.300091743265511e-07, + 5.291864795253787e-07, + 5.284616690914845e-07, + 5.278612320580578e-07, + 5.271892860037042e-07, + 5.266076641419204e-07, + 5.261246656118601e-07, + 5.257386987977952e-07, + 5.25424354691495e-07, + 5.248071488495043e-07, + 5.241138865130779e-07, + 5.234186915004102e-07, + 5.227615247349604e-07, + 5.221281185185944e-07, + 5.21542688147747e-07, + 5.212220344219531e-07, + 5.209330424804648e-07, + 5.207550088925927e-07, + 5.204659601076855e-07, + 5.200907935432042e-07, + 5.196646384320047e-07, + 5.192344474380661e-07, + 5.188498448660539e-07, + 5.183673010833445e-07, + 5.179708182367904e-07, + 5.175653541300562e-07, + 5.170356871531112e-07, + 5.164845902072557e-07, + 5.15813098900253e-07, + 5.151788968760229e-07, + 5.144541432855476e-07, + 5.13617635533592e-07, + 5.127951112626761e-07, + 5.119951538290479e-07, + 5.112934786666301e-07, + 5.106844014335366e-07, + 5.101275633023761e-07, + 5.095658934806124e-07, + 5.09171172780043e-07, + 5.087576369078306e-07, + 5.083734322397504e-07, + 5.079109541838989e-07, + 5.074570594842953e-07, + 5.070416477792605e-07, + 5.065743948762247e-07, + 5.059786758465634e-07, + 5.053562972534564e-07, + 5.04797810663149e-07, + 5.041216013523808e-07, + 5.033239176555071e-07, + 5.024916163165472e-07, + 5.01778629313776e-07, + 5.011017378819815e-07, + 5.003764727007365e-07, + 4.998075269213587e-07, + 4.993817697140912e-07, + 4.99026157285698e-07, + 4.987394959243829e-07, + 4.984186148249137e-07, + 4.981341135135153e-07, + 4.977636649527994e-07, + 4.973703084942827e-07, + 4.969891733708209e-07, + 4.966187816535239e-07, + 4.962648176842777e-07, + 4.958802151122654e-07, + 4.953397478857369e-07, + 4.947153797729698e-07, + 4.940646931572701e-07, + 4.933795025863219e-07, + 4.927053964820516e-07, + 4.921009235658858e-07, + 4.916353759654157e-07, + 4.912957365377224e-07, + 4.908630444333539e-07, + 4.90400736907759e-07, + 4.899446253148199e-07, + 4.895621259493055e-07, + 4.89078786358732e-07, + 4.885490056949493e-07, + 4.881009090240696e-07, + 4.876977754975087e-07, + 4.872923113907746e-07, + 4.868541054747766e-07, + 4.865192977376864e-07, + 4.861882416662411e-07, + 4.85807277073036e-07, + 4.85336784095125e-07, + 4.847761374549009e-07, + 4.842769385504653e-07, + 4.837228289034101e-07, + 4.831334194932424e-07, + 4.825927248930384e-07, + 4.820001890948333e-07, + 4.814347676074249e-07, + 4.808731546290801e-07, + 4.803624733540346e-07, + 4.798379791282059e-07, + 4.793750463250035e-07, + 4.790092020812153e-07, + 4.784729412676825e-07, + 4.779482765115972e-07, + 4.774120725414832e-07, + 4.767846917275165e-07, + 4.761745913128834e-07, + 4.75554429613112e-07, + 4.7507577960459457e-07, + 4.7456200036322116e-07, + 4.7402090785908513e-07, + 4.734744152301573e-07, + 4.72891173330936e-07, + 4.7220461851793516e-07, + 4.7147236159617023e-07, + 4.706643039753544e-07, + 4.698707414263481e-07, + 4.691282242674788e-07, + 4.6835771172482055e-07, + 4.6764398575760424e-07, + 4.6681316234753467e-07, + 4.660936951950134e-07, + 4.654166048112529e-07, + 4.646846321065823e-07, + 4.6388402097363723e-07, + 4.6301889256028517e-07, + 4.6223240701692703e-07, + 4.61523256944929e-07, + 4.607966275216313e-07, + 4.600420595579635e-07, + 4.592687048443622e-07, + 4.5849733965042105e-07, + 4.5777156287840626e-07, + 4.5699687234446174e-07, + 4.5618097033184313e-07, + 4.5542734028458653e-07, + 4.546991760889796e-07, + 4.540313511824934e-07, + 4.533797266503825e-07, + 4.52660970040597e-07, + 4.519280594195152e-07, + 4.5126768100089976e-07, + 4.5062603248879896e-07, + 4.4998043335908733e-07, + 4.493528535931546e-07, + 4.4876259153170395e-07, + 4.481919404497603e-07, + 4.4752667349712283e-07, + 4.4690401068692154e-07, + 4.462098104340839e-07, + 4.454976760825957e-07, + 4.4480410110736557e-07, + 4.441493217655079e-07, + 4.43532627514287e-07, + 4.429066677857918e-07, + 4.423021380262071e-07, + 4.4179290625834255e-07, + 4.41232828052307e-07, + 4.4062514348297555e-07, + 4.399703641411179e-07, + 4.394060511003772e-07, + 4.3881021838387824e-07, + 4.3825755824400403e-07, + 4.3765052737398946e-07, + 4.370158421806991e-07, + 4.3636012492243026e-07, + 4.355856049187423e-07, + 4.3484772049851017e-07, + 4.3404378402556176e-07, + 4.333306833359529e-07, + 4.326774956098234e-07, + 4.3205983502048184e-07, + 4.314982788855559e-07, + 4.3089806922580465e-07, + 4.3033139718318125e-07, + 4.2977006842193077e-07, + 4.291464676953183e-07, + 4.285224122213549e-07, + 4.2792154886228673e-07, + 4.273155980172305e-07, + 4.267360225185257e-07, + 4.261561628027266e-07, + 4.255765020388935e-07, + 4.2496094465604983e-07, + 4.243175908413832e-07, + 4.237284656483098e-07, + 4.2314522374908847e-07, + 4.225675525049155e-07, + 4.220620724026958e-07, + 4.215726505663042e-07, + 4.211481439142517e-07, + 4.206586083910224e-07, + 4.201213528176595e-07, + 4.195904921289184e-07, + 4.1909089532055077e-07, + 4.186096873581846e-07, + 4.18203597973843e-07, + 4.1782999460338033e-07, + 4.1744348777683626e-07, + 4.17078098280399e-07, + 4.1678725892779767e-07, + 4.164578797372087e-07, + 4.1614080714680313e-07, + 4.1577428078198864e-07, + 4.1536588923918316e-07, + 4.149219705595897e-07, + 4.143943783674331e-07, + 4.1382335780326684e-07, + 4.1316806687063945e-07, + 4.1260670968767954e-07, + 4.120652192796115e-07, + 4.115076421840058e-07, + 4.1098894598690094e-07, + 4.1045632315217517e-07, + 4.099454713468731e-07, + 4.0940045664683566e-07, + 4.088168736871012e-07, + 4.0827598013493116e-07, + 4.0765564790490316e-07, + 4.070074908213428e-07, + 4.063839753598586e-07, + 4.0582537508271344e-07, + 4.0527302758164296e-07, + 4.0465519646204484e-07, + 4.040371663904807e-07, + 4.034829999000067e-07, + 4.030229945328756e-07, + 4.0254599298350513e-07, + 4.0204196238846635e-07, + 4.016146988305991e-07, + 4.012150895960076e-07, + 4.008709879599337e-07, + 4.00452677240537e-07, + 4.0000654166760796e-07, + 3.996632074176887e-07, + 3.993090444964764e-07, + 3.9894328551781655e-07, + 3.9857590650171915e-07, + 3.982469820584811e-07, + 3.9790367623027123e-07, + 3.9750685232320393e-07, + 3.970739896885789e-07, + 3.9663299844505673e-07, + 3.9612450564163737e-07, + 3.9561714970659523e-07, + 3.951199119001103e-07, + 3.9457316347579763e-07, + 3.940205033359234e-07, + 3.9341261981462594e-07, + 3.9284537933781394e-07, + 3.9231656501215184e-07, + 3.918129323210451e-07, + 3.912834642960661e-07, + 3.9074600977073715e-07, + 3.9025422893246287e-07, + 3.8980570593594166e-07, + 3.8927146306377836e-07, + 3.8880696706655726e-07, + 3.8832504856145533e-07, + 3.8789693235230516e-07, + 3.8746148334212194e-07, + 3.8701136872987263e-07, + 3.865256985591259e-07, + 3.860154151880124e-07, + 3.8552309433725895e-07, + 3.849711163184111e-07, + 3.8445676864284906e-07, + 3.8393656609514437e-07, + 3.835188238099363e-07, + 3.830983530406229e-07, + 3.8270445656962693e-07, + 3.8231502230701153e-07, + 3.818661014065583e-07, + 3.814267302004737e-07, + 3.809736313087342e-07, + 3.8046701433813723e-07, + 3.7991242152202176e-07, + 3.793316807332303e-07, + 3.7882338688177697e-07, + 3.7834522004231985e-07, + 3.7784062101309246e-07, + 3.7743706116089015e-07, + 3.770540217828966e-07, + 3.7661772012143047e-07, + 3.7620171156049764e-07, + 3.7583555467790575e-07, + 3.7546274711530714e-07, + 3.7499836480492377e-07, + 3.745741992133844e-07, + 3.742284206964541e-07, + 3.738375653483672e-07, + 3.733738083155913e-07, + 3.7283635379026236e-07, + 3.7236736716295127e-07, + 3.7186873669270426e-07, + 3.713298610819038e-07, + 3.707899907112733e-07, + 3.702953108586371e-07, + 3.6981947459935327e-07, + 3.69358531315811e-07, + 3.6890747878715047e-07, + 3.6848513218501466e-07, + 3.6809706216445193e-07, + 3.6767985989172303e-07, + 3.6724614460581506e-07, + 3.667890666747553e-07, + 3.6630814292948344e-07, + 3.6580439655153896e-07, + 3.652682494248438e-07, + 3.647220410130103e-07, + 3.641659986897139e-07, + 3.636750705027225e-07, + 3.63168283001869e-07, + 3.626453803917684e-07, + 3.620911286361661e-07, + 3.615919581534399e-07, + 3.611043268847425e-07, + 3.6053199892194243e-07, + 3.5992195535072824e-07, + 3.593452220229665e-07, + 3.5885116744793777e-07, + 3.5836157508128963e-07, + 3.5787073215942655e-07, + 3.574279787699197e-07, + 3.5703754974747426e-07, + 3.566777024843759e-07, + 3.563010579910042e-07, + 3.5587578395279706e-07, + 3.554613954293018e-07, + 3.5502210948834545e-07, + 3.5464455550027196e-07, + 3.542770343756274e-07, + 3.538713144735084e-07, + 3.5349978588783415e-07, + 3.53144969267305e-07, + 3.527293870320136e-07, + 3.52312270024413e-07, + 3.5188239166927815e-07, + 3.514825550610112e-07, + 3.511093495944806e-07, + 3.506904704408953e-07, + 3.5025414035771973e-07, + 3.498448677419219e-07, + 3.4937860959871614e-07, + 3.4888225286522356e-07, + 3.48404057604057e-07, + 3.4794078374034143e-07, + 3.4745883681353007e-07, + 3.469619400675583e-07, + 3.464752467152721e-07, + 3.4604241250235646e-07, + 3.456060824191809e-07, + 3.4516332902967406e-07, + 3.4474155086172686e-07, + 3.443562661686883e-07, + 3.440045759361965e-07, + 3.435755218106351e-07, + 3.4319387509640364e-07, + 3.4281202943020617e-07, + 3.4240753166159266e-07, + 3.419961842610064e-07, + 3.416291463054222e-07, + 3.4129482173739234e-07, + 3.409145961086324e-07, + 3.4055634046126215e-07, + 3.402029165044951e-07, + 3.39878084787415e-07, + 3.39519516501241e-07, + 3.391561449461733e-07, + 3.387870037840912e-07, + 3.383921125532652e-07, + 3.3799742027440516e-07, + 3.375893413704034e-07, + 3.3720434089445916e-07, + 3.3684639788589266e-07, + 3.364604594935372e-07, + 3.360436551247403e-07, + 3.356962565703725e-07, + 3.3536014143464854e-07, + 3.3502163887533243e-07, + 3.346835910633672e-07, + 3.3439161484238866e-07, + 3.341215801810904e-07, + 3.338125225127442e-07, + 3.335082396915823e-07, + 3.3318897862955055e-07, + 3.328383115785982e-07, + 3.32426964178012e-07, + 3.320043617804913e-07, + 3.316355048355035e-07, + 3.3124186415989243e-07, + 3.308172722427116e-07, + 3.304037079487898e-07, + 3.299922752830753e-07, + 3.295660064850381e-07, + 3.29157046508044e-07, + 3.2871855637495173e-07, + 3.2830780583026353e-07, + 3.278842370946222e-07, + 3.274759023952356e-07, + 3.27069813010894e-07, + 3.2666267202330346e-07, + 3.262397001435602e-07, + 3.2581945674792223e-07, + 3.2540134498049156e-07, + 3.2501321811650996e-07, + 3.24644219062975e-07, + 3.242688819682371e-07, + 3.239108536945423e-07, + 3.2353116807826154e-07, + 3.231315020002512e-07, + 3.227297042940336e-07, + 3.223672990770865e-07, + 3.22027517540846e-07, + 3.216894981505902e-07, + 3.213874606444733e-07, + 3.211397370250779e-07, + 3.2088669854601903e-07, + 3.206113774467667e-07, + 3.2034824926086003e-07, + 3.200973992534273e-07, + 3.19849220886681e-07, + 3.1955744361766847e-07, + 3.1928229304867273e-07, + 3.1898036922939355e-07, + 3.186623303008673e-07, + 3.182978502991318e-07, + 3.1793058496987214e-07, + 3.1755172358316486e-07, + 3.1719068260827044e-07, + 3.1683771339885425e-07, + 3.164846873460192e-07, + 3.161508459470497e-07, + 3.1584056614519795e-07, + 3.15528552619071e-07, + 3.1520789889327716e-07, + 3.148952600895427e-07, + 3.1458878879675467e-07, + 3.142782816212275e-07, + 3.140061437534314e-07, + 3.137395481189742e-07, + 3.13452744649112e-07, + 3.131568178105226e-07, + 3.128380114958418e-07, + 3.125240084500547e-07, + 3.1220491791827953e-07, + 3.1186775117930665e-07, + 3.1151878943092015e-07, + 3.111271666966786e-07, + 3.107683710368292e-07, + 3.1039803616295103e-07, + 3.099835907960369e-07, + 3.0961393804318504e-07, + 3.0926631211514177e-07, + 3.08951143779268e-07, + 3.086402102780994e-07, + 3.082701311996061e-07, + 3.0793290761721437e-07, + 3.075201107094472e-07, + 3.0709915677107347e-07, + 3.0669195894006407e-07, + 3.0627219871348643e-07, + 3.0590933874918846e-07, + 3.0557842478629027e-07, + 3.052686565752083e-07, + 3.0495235137095733e-07, + 3.046490917313349e-07, + 3.0437016107498494e-07, + 3.0407429107981443e-07, + 3.03735504303404e-07, + 3.034149642644479e-07, + 3.031637447747926e-07, + 3.028775381608284e-07, + 3.0258584615694417e-07, + 3.022987016265688e-07, + 3.0202335210560705e-07, + 3.01747917319517e-07, + 3.014873186657496e-07, + 3.012213198871905e-07, + 3.009411955190444e-07, + 3.006677502526145e-07, + 3.003872279805364e-07, + 3.0010656359991117e-07, + 2.9975441862006846e-07, + 2.9943061008452787e-07, + 2.991107521665981e-07, + 2.9878154350626573e-07, + 2.9850730243197177e-07, + 2.9821939051544177e-07, + 2.9794946954098123e-07, + 2.977035933326988e-07, + 2.974709900627204e-07, + 2.9720575867031584e-07, + 2.969145498354919e-07, + 2.966069985177455e-07, + 2.9627759090544714e-07, + 2.95940935757244e-07, + 2.955688103156717e-07, + 2.9520762723223015e-07, + 2.948553401438403e-07, + 2.944939296867233e-07, + 2.941721106708428e-07, + 2.9383411970229645e-07, + 2.935036320650397e-07, + 2.931899132363469e-07, + 2.9291848591128655e-07, + 2.9263927103784226e-07, + 2.9236292675705045e-07, + 2.9215016184025444e-07, + 2.9194836770329857e-07, + 2.917187202911009e-07, + 2.9146738711460785e-07, + 2.9122136879777827e-07, + 2.909925740368635e-07, + 2.9074078611301957e-07, + 2.9047296834505687e-07, + 2.9020196734563797e-07, + 2.899316768889548e-07, + 2.89650643026107e-07, + 2.893528403546952e-07, + 2.890599546390149e-07, + 2.887674384055572e-07, + 2.884753484977409e-07, + 2.881750731376087e-07, + 2.8790046258109214e-07, + 2.8762949000338267e-07, + 2.873380253731739e-07, + 2.870245339181565e-07, + 2.8673429142145324e-07, + 2.8644609528782894e-07, + 2.8614837788154546e-07, + 2.858655534510035e-07, + 2.8556712550198426e-07, + 2.8527097128971945e-07, + 2.84976096054379e-07, + 2.846904862963129e-07, + 2.8442994448596437e-07, + 2.841296975475416e-07, + 2.838660861925746e-07, + 2.835833470271609e-07, + 2.832967993526836e-07, + 2.829967229445174e-07, + 2.826898253260879e-07, + 2.8242729399607924e-07, + 2.8216462055752345e-07, + 2.819222686412104e-07, + 2.816834125951573e-07, + 2.814252582084009e-07, + 2.81204904695187e-07, + 2.8100873805669835e-07, + 2.8079736580366443e-07, + 2.8054751055606175e-07, + 2.802867697937472e-07, + 2.8003449870084296e-07, + 2.797622471462091e-07, + 2.794674855977064e-07, + 2.791720987715962e-07, + 2.7890226306226396e-07, + 2.7864845719705045e-07, + 2.784110506581783e-07, + 2.781646344374167e-07, + 2.7791659817921754e-07, + 2.776725978037575e-07, + 2.774162339846953e-07, + 2.7717092621060146e-07, + 2.769019147308427e-07, + 2.766556121969188e-07, + 2.764020905487996e-07, + 2.7613813813331944e-07, + 2.759012147635076e-07, + 2.7564615834307915e-07, + 2.754140098204516e-07, + 2.75132265414868e-07, + 2.748347185388411e-07, + 2.7455186568658974e-07, + 2.7425807047620765e-07, + 2.739827493769553e-07, + 2.736878741416149e-07, + 2.7336776042830024e-07, + 2.730816675011738e-07, + 2.7282644055048877e-07, + 2.725472256770445e-07, + 2.7229052079746907e-07, + 2.72043081395168e-07, + 2.7179075345884485e-07, + 2.7152537995789316e-07, + 2.7125821588924737e-07, + 2.709970488012914e-07, + 2.7073357955487154e-07, + 2.704637438455393e-07, + 2.7022392146136553e-07, + 2.700086838558491e-07, + 2.697848060506658e-07, + 2.695763612337032e-07, + 2.6935109076475783e-07, + 2.6910927886092395e-07, + 2.6885342663263145e-07, + 2.686085736058885e-07, + 2.6836002575691964e-07, + 2.6811707698470855e-07, + 2.6787199658429017e-07, + 2.676459018857713e-07, + 2.674265999758063e-07, + 2.671996242042951e-07, + 2.669789012088586e-07, + 2.667705416570243e-07, + 2.6656923068912874e-07, + 2.663547320480575e-07, + 2.6615455794853915e-07, + 2.659848234998208e-07, + 2.6577239964353794e-07, + 2.655368973591976e-07, + 2.6530474883657007e-07, + 2.6505270511734125e-07, + 2.647517476361827e-07, + 2.644258643158537e-07, + 2.6410549480715417e-07, + 2.6377978201708174e-07, + 2.634549218782922e-07, + 2.631319375723251e-07, + 2.6284021714673145e-07, + 2.625650665777357e-07, + 2.6231251126773714e-07, + 2.620521115659358e-07, + 2.618283474475902e-07, + 2.616208405470388e-07, + 2.6141353259845346e-07, + 2.612227092413377e-07, + 2.6102466677002667e-07, + 2.608271643111948e-07, + 2.606321629627928e-07, + 2.6042403078463394e-07, + 2.6020231302936736e-07, + 2.599504398403951e-07, + 2.596715944491734e-07, + 2.594107684217306e-07, + 2.59142495906417e-07, + 2.588689653748588e-07, + 2.5861004360194784e-07, + 2.583543334822025e-07, + 2.581070077667391e-07, + 2.5785939783418144e-07, + 2.576075530669186e-07, + 2.5736733277881285e-07, + 2.5714496132422937e-07, + 2.569293542364903e-07, + 2.5670519221421273e-07, + 2.5649327994869964e-07, + 2.562964596108941e-07, + 2.5609364229239873e-07, + 2.558997209689551e-07, + 2.5570105322003656e-07, + 2.5553322302585e-07, + 2.5536266434755817e-07, + 2.5517570634292497e-07, + 2.5500190758975805e-07, + 2.5481409693384194e-07, + 2.546164239447535e-07, + 2.544051653785573e-07, + 2.5420357019356743e-07, + 2.539905210596771e-07, + 2.537819625558768e-07, + 2.5357510935464234e-07, + 2.533654139824648e-07, + 2.53166660968418e-07, + 2.529631331071869e-07, + 2.527441154143162e-07, + 2.5253964963667386e-07, + 2.5235399903067446e-07, + 2.5218284349648457e-07, + 2.5199102537953877e-07, + 2.5179286922139e-07, + 2.515979815598257e-07, + 2.5138461978713167e-07, + 2.5116634105870617e-07, + 2.5095505407080054e-07, + 2.507568126475235e-07, + 2.5057443053810857e-07, + 2.504044971374242e-07, + 2.5023911121024867e-07, + 2.500500499991176e-07, + 2.4984200308608706e-07, + 2.4962588440757827e-07, + 2.494047635082097e-07, + 2.4918762164816144e-07, + 2.4896777972571726e-07, + 2.4877306259440957e-07, + 2.4857993707882997e-07, + 2.4838982426445e-07, + 2.4819161126288236e-07, + 2.4797492415018496e-07, + 2.47760908678174e-07, + 2.4753452976256085e-07, + 2.4728035441512475e-07, + 2.4702600853743206e-07, + 2.46759555011522e-07, + 2.4649915530972066e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.006830273661762476, + 0.006028273608535528, + 0.005318496376276016, + 0.0048399255611002445, + 0.004573156125843525, + 0.004565464798361063, + 0.004487954080104828, + 0.004831025842577219, + 0.0051583158783614635, + 0.005360295530408621, + 0.0058326865546405315, + 0.006753852590918541, + 0.008037535473704338, + 0.00942191667854786, + 0.011069970205426216, + 0.014225398190319538, + 0.028670361265540123, + 2.8817930221557617, + -0.03866748884320259, + -0.018225055187940598, + -0.010357716120779514, + -0.0065474738366901875, + -0.004702880047261715, + -0.0037490346003323793, + -0.00307275983504951, + -0.0025219384115189314, + -0.002106224186718464, + -0.0017783351941034198, + -0.001521113677881658, + -0.0013227553572505713, + -0.0011371225118637085, + -0.0009840464917942882, + -0.0008507933234795928, + -0.0007294107927009463, + -0.0006222793599590659, + -0.0005276466836221516, + -0.0004548915312625468, + -0.0003982811758760363, + -0.00035585821024142206, + -0.0003229645953979343, + -0.0002960697456728667, + -0.00028077297611162066, + -0.0002643139159772545, + -0.00024995370768010616, + -0.00023537245579063892, + -0.00022133033780846745, + -0.0002084269217448309, + -0.00019541043729986995, + -0.00018265553808305413, + -0.00016989547293633223, + -0.00015764051931910217, + -0.0001458417100366205, + -0.0001328440266661346, + -0.0001208238973049447, + -0.00011001800157828256, + -9.991659317165613e-05, + -9.150785626843572e-05, + -8.264304051408544e-05, + -7.494044984923676e-05, + -7.005647785263136e-05, + -6.625369860557839e-05, + -6.30800859653391e-05, + -5.8914985856972635e-05, + -5.444638736662455e-05, + -4.965142943547107e-05, + -4.526318298303522e-05, + -4.1043276723939925e-05, + -3.682074384414591e-05, + -3.18178535962943e-05, + -2.7093263270216994e-05, + -2.2227541194297373e-05, + -1.7991209460888058e-05, + -1.4179223398969043e-05, + -1.0753949027275667e-05, + -7.706057658651844e-06, + -4.678026471083285e-06, + -2.0489007965807104e-06, + 2.0543265577543934e-07, + 1.9939432149840286e-06, + 3.6342685234558303e-06, + 5.12635142513318e-06, + 6.5976946643786505e-06, + 7.882744284870569e-06, + 8.904326932679396e-06, + 9.869243513094261e-06, + 1.1030783753085416e-05, + 1.2067761417711154e-05, + 1.2943816727783997e-05, + 1.3993581887916662e-05, + 1.4888199075357988e-05, + 1.578489718667697e-05, + 1.6601661627646536e-05, + 1.737777165544685e-05, + 1.8074511899612844e-05, + 1.870097366918344e-05, + 1.9158194845658727e-05, + 1.9660574253066443e-05, + 2.0046152712893672e-05, + 2.038878301391378e-05, + 2.0682948161265813e-05, + 2.101172140100971e-05, + 2.137148294423241e-05, + 2.1773959815618582e-05, + 2.232034421467688e-05, + 2.2888252715347335e-05, + 2.3440532459062524e-05, + 2.3971053451532498e-05, + 2.4490607756888494e-05, + 2.495509215805214e-05, + 2.5398427169420756e-05, + 2.5847004508250393e-05, + 2.6195890313829295e-05, + 2.6541330953477882e-05, + 2.6895731934928335e-05, + 2.7287962439004332e-05, + 2.7678261176333763e-05, + 2.8051683329977095e-05, + 2.8353510060696863e-05, + 2.859202868421562e-05, + 2.880328247556463e-05, + 2.8976593966945074e-05, + 2.9121965781087056e-05, + 2.9257693313411437e-05, + 2.935369047918357e-05, + 2.9468406864907593e-05, + 2.955442323582247e-05, + 2.96256421279395e-05, + 2.970750574604608e-05, + 2.9802529752487317e-05, + 2.9881053706048988e-05, + 2.998318086611107e-05, + 3.0091912776697427e-05, + 3.0216737286536954e-05, + 3.0347278880071826e-05, + 3.046365236514248e-05, + 3.0577026336686686e-05, + 3.068564546993002e-05, + 3.077577639487572e-05, + 3.0845130822854117e-05, + 3.091753023909405e-05, + 3.098417801083997e-05, + 3.1057472369866446e-05, + 3.113270940957591e-05, + 3.120823384961113e-05, + 3.132850906695239e-05, + 3.1432431569555774e-05, + 3.153488432872109e-05, + 3.162182474625297e-05, + 3.171646312694065e-05, + 3.182042564731091e-05, + 3.19109603879042e-05, + 3.199403727194294e-05, + 3.209174610674381e-05, + 3.218926940462552e-05, + 3.229880167054944e-05, + 3.241641752538271e-05, + 3.2526117138331756e-05, + 3.2629566703690216e-05, + 3.272980029578321e-05, + 3.2819305488374084e-05, + 3.289609230705537e-05, + 3.297475632280111e-05, + 3.3040527341654524e-05, + 3.3108564821304753e-05, + 3.317069786135107e-05, + 3.3231724955840036e-05, + 3.3286891266470775e-05, + 3.333515633130446e-05, + 3.3384461858076975e-05, + 3.343174103065394e-05, + 3.348046448081732e-05, + 3.3517470001243055e-05, + 3.3553431421751156e-05, + 3.3583128242753446e-05, + 3.3612039260333404e-05, + 3.36380981025286e-05, + 3.365746306371875e-05, + 3.3673994039418176e-05, + 3.3691845601424575e-05, + 3.370808553881943e-05, + 3.372344872332178e-05, + 3.373704385012388e-05, + 3.374811421963386e-05, + 3.375741289346479e-05, + 3.37648561981041e-05, + 3.377009852556512e-05, + 3.377314715180546e-05, + 3.377416942385025e-05, + 3.377371103852056e-05, + 3.377218672540039e-05, + 3.376948370714672e-05, + 3.376594395376742e-05, + 3.3761869417503476e-05, + 3.375649976078421e-05, + 3.37495694111567e-05, + 3.3740969229256734e-05, + 3.373026993358508e-05, + 3.3717715268721804e-05, + 3.3703217923175544e-05, + 3.3688254916341975e-05, + 3.367139652254991e-05, + 3.365471275174059e-05, + 3.363775249454193e-05, + 3.3619642636040226e-05, + 3.3598968002479523e-05, + 3.357931200298481e-05, + 3.3560751035111025e-05, + 3.353944339323789e-05, + 3.351706618559547e-05, + 3.349567123223096e-05, + 3.3473876101197675e-05, + 3.344896686030552e-05, + 3.342342461110093e-05, + 3.3399370295228437e-05, + 3.3374792110407725e-05, + 3.335298242745921e-05, + 3.333029962959699e-05, + 3.330715844640508e-05, + 3.328668753965758e-05, + 3.326750811538659e-05, + 3.324309000163339e-05, + 3.322169141029008e-05, + 3.319429379189387e-05, + 3.316406218800694e-05, + 3.31327501044143e-05, + 3.309793828520924e-05, + 3.306353391963057e-05, + 3.302588811493479e-05, + 3.29909089487046e-05, + 3.296201248303987e-05, + 3.2935913623077795e-05, + 3.2911320886341855e-05, + 3.2889180147321895e-05, + 3.287073923274875e-05, + 3.285310958744958e-05, + 3.2835552701726556e-05, + 3.28150563291274e-05, + 3.279824886703864e-05, + 3.2778512832010165e-05, + 3.27587295032572e-05, + 3.273715265095234e-05, + 3.271572495577857e-05, + 3.2692900276742876e-05, + 3.266299609094858e-05, + 3.2628093322273344e-05, + 3.2589639886282384e-05, + 3.254751209169626e-05, + 3.2506541174370795e-05, + 3.246292544645257e-05, + 3.2414274755865335e-05, + 3.236817428842187e-05, + 3.232565359212458e-05, + 3.229322828701697e-05, + 3.226334592909552e-05, + 3.2236559491138905e-05, + 3.2209078199230134e-05, + 3.218611891497858e-05, + 3.216506593162194e-05, + 3.214152093278244e-05, + 3.210945942555554e-05, + 3.2068437576526776e-05, + 3.202227526344359e-05, + 3.197555633960292e-05, + 3.193217344232835e-05, + 3.188268601661548e-05, + 3.183486114721745e-05, + 3.179696432198398e-05, + 3.176858081133105e-05, + 3.1745879823574796e-05, + 3.172278229612857e-05, + 3.169783667544834e-05, + 3.167549584759399e-05, + 3.1654151825932786e-05, + 3.162986467941664e-05, + 3.1603503884980455e-05, + 3.157479295623489e-05, + 3.154741716571152e-05, + 3.1517505703959614e-05, + 3.148398900520988e-05, + 3.1449653761228547e-05, + 3.141108027193695e-05, + 3.137849853374064e-05, + 3.133676727884449e-05, + 3.1294319342123345e-05, + 3.125383227597922e-05, + 3.1213046895572916e-05, + 3.1169642170425504e-05, + 3.112345439149067e-05, + 3.107080192421563e-05, + 3.1020910682855174e-05, + 3.0969520594226196e-05, + 3.0921099096303806e-05, + 3.0878443794790655e-05, + 3.08388116536662e-05, + 3.080319947912358e-05, + 3.077297878917307e-05, + 3.0746050470042974e-05, + 3.0720206268597394e-05, + 3.069477679673582e-05, + 3.067026045755483e-05, + 3.064417978748679e-05, + 3.0620056350016966e-05, + 3.059480877709575e-05, + 3.056407149415463e-05, + 3.052872125408612e-05, + 3.0489731216221116e-05, + 3.045535777346231e-05, + 3.0426828743657097e-05, + 3.0394841814995743e-05, + 3.036710222659167e-05, + 3.0344021070050076e-05, + 3.0325541956699453e-05, + 3.0310462534544058e-05, + 3.0280811188276857e-05, + 3.0247487302403897e-05, + 3.0214008802431636e-05, + 3.0182311093085445e-05, + 3.015170841536019e-05, + 3.012337583641056e-05, + 3.0107830752967857e-05, + 3.0093799068708904e-05, + 3.0085140679148026e-05, + 3.007106170116458e-05, + 3.0052780857658945e-05, + 3.0031987989787012e-05, + 3.0010962291271426e-05, + 2.999213756993413e-05, + 2.996848343173042e-05, + 2.9949022064101882e-05, + 2.9929089578217827e-05, + 2.99030161841074e-05, + 2.98758786811959e-05, + 2.9842767617083155e-05, + 2.981145189551171e-05, + 2.9775615985272452e-05, + 2.973420669150073e-05, + 2.9693432225030847e-05, + 2.965372368635144e-05, + 2.9618851840496063e-05, + 2.9588543839054182e-05, + 2.9560829716501758e-05, + 2.953283728857059e-05, + 2.9513144909287803e-05, + 2.949248482764233e-05, + 2.9473265385604464e-05, + 2.9450109650497325e-05, + 2.942735591204837e-05, + 2.940650847449433e-05, + 2.938305442512501e-05, + 2.9353117497521453e-05, + 2.932180359493941e-05, + 2.9293678380781785e-05, + 2.9259579605422914e-05, + 2.9219319912954234e-05, + 2.917726305895485e-05, + 2.914119977504015e-05, + 2.9106924557709135e-05, + 2.907019734266214e-05, + 2.9041353627690114e-05, + 2.90197494905442e-05, + 2.900168692576699e-05, + 2.8987111363676377e-05, + 2.897077865782194e-05, + 2.895628313126508e-05, + 2.893739474529866e-05, + 2.8917334930156358e-05, + 2.8897880838485435e-05, + 2.887895425374154e-05, + 2.8860853490186855e-05, + 2.8841168386861682e-05, + 2.88134760921821e-05, + 2.8781463697669096e-05, + 2.874806523323059e-05, + 2.8712871426250786e-05, + 2.867824150598608e-05, + 2.864716043404769e-05, + 2.862320252461359e-05, + 2.8605711122509092e-05, + 2.858341031242162e-05, + 2.855956154235173e-05, + 2.8536012905533426e-05, + 2.8516251404653303e-05, + 2.8491254852269776e-05, + 2.8463859052862972e-05, + 2.8440668756957166e-05, + 2.8419790396583267e-05, + 2.8398771974025294e-05, + 2.8376041882438585e-05, + 2.8358661438687705e-05, + 2.8341461074887775e-05, + 2.8321654099272564e-05, + 2.829719232977368e-05, + 2.8268021196709014e-05, + 2.824202601914294e-05, + 2.821315501932986e-05, + 2.818242137436755e-05, + 2.815420702972915e-05, + 2.812326420098543e-05, + 2.809372017509304e-05, + 2.80643562291516e-05, + 2.8037653464707546e-05, + 2.8010214009555057e-05, + 2.7985977794742212e-05, + 2.7966807465418242e-05, + 2.7938691346207634e-05, + 2.791116821754258e-05, + 2.7883021175512113e-05, + 2.7850062906509265e-05, + 2.7818012313218787e-05, + 2.7785416023107246e-05, + 2.7760243028751574e-05, + 2.7733203751267865e-05, + 2.7704711101250723e-05, + 2.767591468000319e-05, + 2.7645164664136246e-05, + 2.760894494713284e-05, + 2.757029142230749e-05, + 2.752763612079434e-05, + 2.7485722966957837e-05, + 2.744648008956574e-05, + 2.7405736545915715e-05, + 2.73679725069087e-05, + 2.7323987524141558e-05, + 2.7285876058158465e-05, + 2.724998921621591e-05, + 2.7211193810217083e-05, + 2.7168738597538322e-05, + 2.7122838218929246e-05, + 2.708108331717085e-05, + 2.7043415684602223e-05, + 2.700479672057554e-05, + 2.6964673452312127e-05, + 2.6923526093014516e-05, + 2.6882464226218872e-05, + 2.6843828891287558e-05, + 2.680257057363633e-05, + 2.6759091269923374e-05, + 2.6718913431977853e-05, + 2.6680070732254535e-05, + 2.6644429453881457e-05, + 2.6609632186591625e-05, + 2.6571235139272176e-05, + 2.6532079573371448e-05, + 2.649678208399564e-05, + 2.646246866788715e-05, + 2.6427926059113815e-05, + 2.6394334781798534e-05, + 2.636272256495431e-05, + 2.6332145353080705e-05, + 2.629648042784538e-05, + 2.626308378239628e-05, + 2.6225852707284503e-05, + 2.618763937789481e-05, + 2.6150404664804228e-05, + 2.6115236323676072e-05, + 2.6082099793711677e-05, + 2.6048446670756675e-05, + 2.6015932235168293e-05, + 2.598853097879328e-05, + 2.5958395781344734e-05, + 2.5925683075911365e-05, + 2.5890420147334225e-05, + 2.5860015739453956e-05, + 2.5827897843555547e-05, + 2.5798091883189045e-05, + 2.5765340978978202e-05, + 2.5731083951541223e-05, + 2.56956755038118e-05, + 2.5653855118434876e-05, + 2.561399196565617e-05, + 2.5570545403752476e-05, + 2.5531990104354918e-05, + 2.5496659873169847e-05, + 2.5463235942879692e-05, + 2.5432836991967633e-05, + 2.540033165132627e-05, + 2.5369643481099047e-05, + 2.5339231797261164e-05, + 2.530543497414328e-05, + 2.5271599952247925e-05, + 2.5239005481125787e-05, + 2.5206125428667292e-05, + 2.517466236895416e-05, + 2.514317020541057e-05, + 2.511167804186698e-05, + 2.5078237740672193e-05, + 2.5043273126357235e-05, + 2.5011240722960792e-05, + 2.497951572877355e-05, + 2.4948081772890873e-05, + 2.492056773917284e-05, + 2.4893915906432085e-05, + 2.4870791094144806e-05, + 2.4844124709488824e-05, + 2.4814849894028157e-05, + 2.4785909772617742e-05, + 2.4758664949331433e-05, + 2.4732415113248862e-05, + 2.471025254635606e-05, + 2.46898562181741e-05, + 2.4668748665135354e-05, + 2.464878707542084e-05, + 2.463289820298087e-05, + 2.4614901121822186e-05, + 2.4597566152806394e-05, + 2.457752088957932e-05, + 2.4555178242735565e-05, + 2.4530882001272403e-05, + 2.45020000875229e-05, + 2.4470729840686545e-05, + 2.4434832084807567e-05, + 2.440408024995122e-05, + 2.437440889480058e-05, + 2.43438444158528e-05, + 2.4315400878549553e-05, + 2.4286186089739203e-05, + 2.4258151825051755e-05, + 2.422823672532104e-05, + 2.419619522697758e-05, + 2.4166500224964693e-05, + 2.413243055343628e-05, + 2.4096820197883062e-05, + 2.4062554075499065e-05, + 2.4031844077399e-05, + 2.4001466954359785e-05, + 2.3967480956343934e-05, + 2.3933471311465837e-05, + 2.3902966859168373e-05, + 2.3877646526671015e-05, + 2.3851382138673216e-05, + 2.38236207223963e-05, + 2.3800081180525012e-05, + 2.3778058675816283e-05, + 2.3759088435326703e-05, + 2.3736020011710934e-05, + 2.3711410904070362e-05, + 2.369246976741124e-05, + 2.367293018323835e-05, + 2.3652743038837798e-05, + 2.363246130698826e-05, + 2.361429505981505e-05, + 2.359533027629368e-05, + 2.3573402359033935e-05, + 2.3549475372419693e-05, + 2.3525093638454564e-05, + 2.349697933823336e-05, + 2.3468923245673068e-05, + 2.3441416487912647e-05, + 2.3411163056152873e-05, + 2.3380573111353442e-05, + 2.3346916350419633e-05, + 2.3315502403420396e-05, + 2.328620757907629e-05, + 2.325831155758351e-05, + 2.322897307749372e-05, + 2.3199185307021253e-05, + 2.3171922293840908e-05, + 2.3147051251726225e-05, + 2.3117416276363656e-05, + 2.3091644834494218e-05, + 2.306489841430448e-05, + 2.304113149875775e-05, + 2.301695894857403e-05, + 2.299196603416931e-05, + 2.2964992240304127e-05, + 2.2936643290449865e-05, + 2.290928750880994e-05, + 2.2878608433529735e-05, + 2.2850010282127187e-05, + 2.282107925566379e-05, + 2.2797848941991106e-05, + 2.2774462195229717e-05, + 2.2752547010895796e-05, + 2.273087557114195e-05, + 2.2705884475726634e-05, + 2.2681419068248942e-05, + 2.265618422825355e-05, + 2.2627960788668133e-05, + 2.259705615870189e-05, + 2.2564698156202212e-05, + 2.253636921523139e-05, + 2.2509713744511828e-05, + 2.2481575797428377e-05, + 2.24590676225489e-05, + 2.2437698135036044e-05, + 2.241334914288018e-05, + 2.2390129743143916e-05, + 2.2369695216184482e-05, + 2.234888233942911e-05, + 2.232295082649216e-05, + 2.229926030850038e-05, + 2.2279942641034722e-05, + 2.2258102035266347e-05, + 2.2232185074244626e-05, + 2.2202137188287452e-05, + 2.217591281805653e-05, + 2.214803134847898e-05, + 2.2117894332041033e-05, + 2.2087695469963364e-05, + 2.206001772719901e-05, + 2.2033385903341696e-05, + 2.20075853576418e-05, + 2.1982328689773567e-05, + 2.1958674551569857e-05, + 2.1936944904155098e-05, + 2.1913578166277148e-05, + 2.188927828683518e-05, + 2.186366509704385e-05, + 2.18367076740833e-05, + 2.180846786359325e-05, + 2.177840178774204e-05, + 2.1747766368207522e-05, + 2.1716574337915517e-05, + 2.1689034838345833e-05, + 2.16605985770002e-05, + 2.1631252820952795e-05, + 2.1600140826194547e-05, + 2.1572115656454116e-05, + 2.1544732589973137e-05, + 2.151258559024427e-05, + 2.147831219190266e-05, + 2.1445910533657297e-05, + 2.1418150936369784e-05, + 2.1390633264672942e-05, + 2.136304283339996e-05, + 2.133814814442303e-05, + 2.1316189304343425e-05, + 2.129594940925017e-05, + 2.127475818269886e-05, + 2.125082755810581e-05, + 2.1227509932941757e-05, + 2.1202788047958165e-05, + 2.118153679475654e-05, + 2.11608439713018e-05, + 2.1137995645403862e-05, + 2.111706999130547e-05, + 2.10970792977605e-05, + 2.1073661628179252e-05, + 2.105015482811723e-05, + 2.1025925889261998e-05, + 2.1003388610552065e-05, + 2.098234836012125e-05, + 2.0958726963726804e-05, + 2.0934117856086232e-05, + 2.0911031242576428e-05, + 2.088472137984354e-05, + 2.0856710762018338e-05, + 2.082972787320614e-05, + 2.0803579900530167e-05, + 2.077637327602133e-05, + 2.0748315364471637e-05, + 2.072083043458406e-05, + 2.0696381398011e-05, + 2.0671730453614146e-05, + 2.0646710254368372e-05, + 2.0622872398234904e-05, + 2.0601097276085056e-05, + 2.0581219359883107e-05, + 2.0556963136186823e-05, + 2.0535382645903155e-05, + 2.0513789422693662e-05, + 2.0490906535997055e-05, + 2.046763438556809e-05, + 2.0446865164558403e-05, + 2.0427947674761526e-05, + 2.040642903011758e-05, + 2.0386149117257446e-05, + 2.036614023381844e-05, + 2.0347746612969786e-05, + 2.0327437596279196e-05, + 2.0306855731178075e-05, + 2.0285940991016105e-05, + 2.0263563783373684e-05, + 2.024120112764649e-05, + 2.021807449636981e-05, + 2.0196250261506066e-05, + 2.0175957615720108e-05, + 2.015407517319545e-05, + 2.0130437405896373e-05, + 2.0110730474698357e-05, + 2.0091662008780986e-05, + 2.0072460756637156e-05, + 2.0053279513376765e-05, + 2.0036710338899866e-05, + 2.0021385353174992e-05, + 2.000383938138839e-05, + 1.998656262003351e-05, + 1.996843275264837e-05, + 1.9948516637668945e-05, + 1.992514808080159e-05, + 1.99011446966324e-05, + 1.988018811971415e-05, + 1.9857820007018745e-05, + 1.983369111258071e-05, + 1.9810182493529283e-05, + 1.9786790289799683e-05, + 1.9762554074986838e-05, + 1.9739294657483697e-05, + 1.9714361769729294e-05, + 1.9691000488819554e-05, + 1.9666906155180186e-05, + 1.9643675841507502e-05, + 1.9620567400124855e-05, + 1.9597397113102488e-05, + 1.9573320969357155e-05, + 1.9549395801732317e-05, + 1.9525587049429305e-05, + 1.950348996615503e-05, + 1.9482477000565268e-05, + 1.9461100237094797e-05, + 1.944070572790224e-05, + 1.9419074305915274e-05, + 1.939630055858288e-05, + 1.9373403119971044e-05, + 1.9352746676304378e-05, + 1.933337807713542e-05, + 1.9314111341373064e-05, + 1.9296890968689695e-05, + 1.9282764696981758e-05, + 1.926833465404343e-05, + 1.9252629499533214e-05, + 1.9237619198975153e-05, + 1.9223307390348054e-05, + 1.9209142919862643e-05, + 1.9192493709851988e-05, + 1.9176790374331176e-05, + 1.915955544973258e-05, + 1.9141400116495788e-05, + 1.9120590877719223e-05, + 1.909961792989634e-05, + 1.9077981050941162e-05, + 1.905735734908376e-05, + 1.9037195670534857e-05, + 1.901702671602834e-05, + 1.899795279314276e-05, + 1.8980223103426397e-05, + 1.8962391550303437e-05, + 1.8944061594083905e-05, + 1.8926188204204664e-05, + 1.8908664060290903e-05, + 1.8890907085733488e-05, + 1.8875345631386153e-05, + 1.886009704321623e-05, + 1.8843693396775052e-05, + 1.882676406239625e-05, + 1.8808525055646896e-05, + 1.879055707831867e-05, + 1.877229442470707e-05, + 1.875299494713545e-05, + 1.8733022443484515e-05, + 1.8710605218075216e-05, + 1.869006155175157e-05, + 1.866885577328503e-05, + 1.864511978055816e-05, + 1.862394856289029e-05, + 1.8604032447910868e-05, + 1.8585978978080675e-05, + 1.856816015788354e-05, + 1.8546956198406406e-05, + 1.8527631254983135e-05, + 1.8503973478800617e-05, + 1.8479842765373178e-05, + 1.8456499674357474e-05, + 1.8432430806569755e-05, + 1.841162156779319e-05, + 1.83926458703354e-05, + 1.837487616285216e-05, + 1.8356733562541194e-05, + 1.833933674788568e-05, + 1.832333509810269e-05, + 1.8306358469999395e-05, + 1.8286917111254297e-05, + 1.8268521671416238e-05, + 1.8254098904435523e-05, + 1.8237667973153293e-05, + 1.822092235670425e-05, + 1.8204436855739914e-05, + 1.8188626199844293e-05, + 1.8172810086980462e-05, + 1.8157841623178683e-05, + 1.8142562112188898e-05, + 1.8126467693946324e-05, + 1.81107570824679e-05, + 1.8094635379384272e-05, + 1.8078508219332434e-05, + 1.8058271962217987e-05, + 1.8039660062640905e-05, + 1.802127189876046e-05, + 1.8002345314016566e-05, + 1.7986574675887823e-05, + 1.7970020053326152e-05, + 1.7954493159777485e-05, + 1.7940354155143723e-05, + 1.792697366909124e-05, + 1.7911715985974297e-05, + 1.789496309356764e-05, + 1.7877266145660542e-05, + 1.7858308638096787e-05, + 1.783893458195962e-05, + 1.7817514162743464e-05, + 1.7796723113860935e-05, + 1.77764413820114e-05, + 1.775563578121364e-05, + 1.773710573615972e-05, + 1.771764254954178e-05, + 1.769860682543367e-05, + 1.7680536984698847e-05, + 1.7664900951785967e-05, + 1.764881562849041e-05, + 1.7632894014241174e-05, + 1.7620634025661275e-05, + 1.7609005226404406e-05, + 1.7595770259504206e-05, + 1.7581283827894367e-05, + 1.7567102986504324e-05, + 1.755391167534981e-05, + 1.753939432092011e-05, + 1.7523951100884005e-05, + 1.7508324162918143e-05, + 1.749273724271916e-05, + 1.7476526409154758e-05, + 1.7459349692217074e-05, + 1.7442453099647537e-05, + 1.742557651596144e-05, + 1.7408723579137586e-05, + 1.7391394067090005e-05, + 1.7375547031406313e-05, + 1.735990917950403e-05, + 1.734308352752123e-05, + 1.7324988220934756e-05, + 1.7308233509538695e-05, + 1.7291591575485654e-05, + 1.727439848764334e-05, + 1.7258063962799497e-05, + 1.7240827219211496e-05, + 1.722372144286055e-05, + 1.7206688426085748e-05, + 1.7190190192195587e-05, + 1.7175138054881245e-05, + 1.7157790352939628e-05, + 1.714255631668493e-05, + 1.7126214515883476e-05, + 1.710965261736419e-05, + 1.709230855340138e-05, + 1.7074569768738e-05, + 1.7059392121154815e-05, + 1.704420537862461e-05, + 1.7030191884259693e-05, + 1.7016378478729166e-05, + 1.7001448213704862e-05, + 1.6988702554954216e-05, + 1.6977353880065493e-05, + 1.6965126633294858e-05, + 1.6950672943494283e-05, + 1.6935588064370677e-05, + 1.692099067440722e-05, + 1.6905234588193707e-05, + 1.688817428657785e-05, + 1.6871077605173923e-05, + 1.685545612417627e-05, + 1.6840765965753235e-05, + 1.682701986283064e-05, + 1.681275352893863e-05, + 1.679839078860823e-05, + 1.6784260878921486e-05, + 1.676941246842034e-05, + 1.6755204342189245e-05, + 1.6739621059969068e-05, + 1.672535108809825e-05, + 1.671066456765402e-05, + 1.669537232373841e-05, + 1.668164441070985e-05, + 1.6666863302816637e-05, + 1.6653408238198608e-05, + 1.6637079170322977e-05, + 1.661982969380915e-05, + 1.6603431504336186e-05, + 1.6586400306550786e-05, + 1.6570436855545267e-05, + 1.655334017414134e-05, + 1.6534777387278154e-05, + 1.6518186384928413e-05, + 1.6503383449162357e-05, + 1.6487187167513184e-05, + 1.6472295101266354e-05, + 1.645793963689357e-05, + 1.6443300410173833e-05, + 1.642790448386222e-05, + 1.6412399418186396e-05, + 1.639724177948665e-05, + 1.6381953173549846e-05, + 1.6366291674785316e-05, + 1.6352367310901172e-05, + 1.6339872672688216e-05, + 1.6326872355421074e-05, + 1.6314770618919283e-05, + 1.6301690266118385e-05, + 1.628764766792301e-05, + 1.6272788343485445e-05, + 1.6258569303317927e-05, + 1.6244131984421983e-05, + 1.623001844563987e-05, + 1.6215779396588914e-05, + 1.6202646293095313e-05, + 1.6189904272323474e-05, + 1.6176716599147767e-05, + 1.616388908587396e-05, + 1.6151780073414557e-05, + 1.6140078514581546e-05, + 1.6127611161209643e-05, + 1.611597508599516e-05, + 1.610610524949152e-05, + 1.6093756130430847e-05, + 1.6080064597190358e-05, + 1.6066565876826644e-05, + 1.6051910279202275e-05, + 1.6034406144171953e-05, + 1.6015452274587005e-05, + 1.599681854713708e-05, + 1.5977870134520344e-05, + 1.5958972653606907e-05, + 1.5940182493068278e-05, + 1.5923207683954388e-05, + 1.590719875821378e-05, + 1.589250132383313e-05, + 1.587734732311219e-05, + 1.5864325177972205e-05, + 1.5852245269343257e-05, + 1.584017627465073e-05, + 1.5829067706363276e-05, + 1.5817538951523602e-05, + 1.580604111950379e-05, + 1.5794685168657452e-05, + 1.5782565242261626e-05, + 1.5769654055475257e-05, + 1.575498390593566e-05, + 1.5738740330561996e-05, + 1.5723549950052984e-05, + 1.5707921193097718e-05, + 1.569198866491206e-05, + 1.567690196679905e-05, + 1.566200444358401e-05, + 1.5647592590539716e-05, + 1.563316436659079e-05, + 1.5618485122104175e-05, + 1.5604484360665083e-05, + 1.5591522242175415e-05, + 1.557895666337572e-05, + 1.5565889043500647e-05, + 1.5553534467471763e-05, + 1.5542060282314196e-05, + 1.5530235032201745e-05, + 1.55189263750799e-05, + 1.5507339412579313e-05, + 1.5497551430598833e-05, + 1.5487605196540244e-05, + 1.547670217405539e-05, + 1.5466563127120025e-05, + 1.545560735394247e-05, + 1.5444073142134584e-05, + 1.5431747669936158e-05, + 1.5419984265463427e-05, + 1.540755147289019e-05, + 1.539538243378047e-05, + 1.538331162009854e-05, + 1.537107164040208e-05, + 1.5359471944975667e-05, + 1.5347590306191705e-05, + 1.5334802810684778e-05, + 1.532286660221871e-05, + 1.5312025425373577e-05, + 1.53020337165799e-05, + 1.5290832379832864e-05, + 1.527926178823691e-05, + 1.5267880371538922e-05, + 1.525541847513523e-05, + 1.5242668268911075e-05, + 1.5230326425808016e-05, + 1.5218745829770342e-05, + 1.5208089280349668e-05, + 1.5198161236185115e-05, + 1.5188496945484076e-05, + 1.5177450222836342e-05, + 1.5165293916652445e-05, + 1.515266194473952e-05, + 1.5139738025027327e-05, + 1.5127046026464086e-05, + 1.511419759481214e-05, + 1.5102816178114153e-05, + 1.5091526620381046e-05, + 1.5080411685630679e-05, + 1.5068822904140688e-05, + 1.505615273345029e-05, + 1.5043638086353894e-05, + 1.5030399481474888e-05, + 1.501553470006911e-05, + 1.500065718573751e-05, + 1.4985074813012034e-05, + 1.4969843505241442e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 0.892310619354248, + 1.0, + 1.0, + 1.0, + -7.988228797912598, + 1.0, + 0.796087920665741, + 0.540716290473938, + 1.0, + 1.0, + 0.9813764691352844, + 0.7547446489334106, + 0.8490474224090576, + 1.0, + 1.0, + 0.9504953026771545, + 0.7437700033187866, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8798187971115112, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.980896532535553, + 0.9631079435348511, + 0.899303138256073, + 0.9037168025970459, + 0.9335748553276062, + 0.6283872127532959, + 1.0, + 0.9483692049980164, + 1.0, + 1.0, + 0.9991493225097656, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989450573921204, + 1.0, + 0.9169250726699829, + 1.0, + 0.9551050066947937, + 0.6861189007759094, + 0.8264652490615845, + 0.8783963918685913, + 1.0, + 1.0, + 1.0, + 0.984501302242279, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9558626413345337, + 0.9825772047042847, + 0.9772512316703796, + 0.9636121392250061, + 1.0, + 0.9378346800804138, + 0.9204753041267395, + 0.8449825048446655, + 0.9711336493492126, + 0.9609816670417786, + 1.0, + 0.9206399917602539, + 0.8335875868797302, + 0.9840167760848999, + 1.0, + 0.9376746416091919, + 0.8841849565505981, + 1.0, + 0.8943758606910706, + 1.0, + 0.9541068077087402, + 0.9912225008010864, + 0.9378717541694641, + 0.9373693466186523, + 0.7576922178268433, + 1.0, + 0.7944010496139526, + 0.916937530040741, + 0.884405255317688, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9351856112480164, + 0.993933916091919, + 1.0, + 0.8113090991973877, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8445679545402527, + 0.8191494941711426, + 0.9187812805175781, + 0.8493070006370544, + 0.8664067983627319, + 0.9633141160011292, + 0.7284753322601318, + 1.0, + 0.7717872858047485, + 0.8507440090179443, + 1.0, + 1.0, + 0.8506470918655396, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9238688945770264, + 1.0, + 0.9927184581756592, + 0.8590848445892334, + 0.7951076030731201, + 1.0, + 0.9509857892990112, + 1.0, + 1.0, + 1.0, + 1.0, + 0.901738166809082, + 1.0, + 0.884970486164093, + 1.0, + 1.0, + 0.9118576645851135, + 0.9600489139556885, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9900139570236206, + 1.0, + 1.0, + 0.9501135349273682, + 0.9121129512786865, + 1.0, + 0.8901985287666321, + 1.0, + 0.9756237268447876, + 1.0, + 0.9696159958839417, + 0.9392008185386658, + 1.0, + 1.0, + 1.0, + 0.8257397413253784, + 1.0, + 0.9028573632240295, + 1.0, + 0.995806872844696, + 0.8251450657844543, + 0.9525529146194458, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9843980073928833, + 1.0, + 1.0, + 1.0, + 0.8821479082107544, + 0.8652252554893494, + 0.8612761497497559, + 0.8688631653785706, + 1.0, + 0.9311691522598267, + 0.8989696502685547, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9567732214927673, + 1.0, + 0.9305280447006226, + 0.9607343077659607, + 1.0, + 1.0, + 0.9098691344261169, + 0.9054065346717834, + 1.0, + 1.0, + 0.9245532751083374, + 0.986784815788269, + 1.0, + 1.0, + 0.9174066781997681, + 0.9963082671165466, + 0.8657234907150269, + 1.0, + 0.9970656633377075, + 0.8652865886688232, + 0.9160968661308289, + 1.0, + 0.8593636751174927, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9768157005310059, + 1.0, + 0.9198154807090759, + 0.8205761909484863, + 0.8917706608772278, + 0.9299417734146118, + 0.8884427547454834, + 0.8210833072662354, + 0.9424929618835449, + 0.9817546010017395, + 1.0, + 0.8126004934310913, + 1.0, + 0.9905038475990295, + 1.0, + 0.9823790788650513, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9692862033843994, + 1.0, + 1.0, + 0.9464304447174072, + 0.9204193353652954, + 0.7596917152404785, + 0.9165274500846863, + 0.8911001086235046, + 1.0, + 0.8298724293708801, + 0.9103579521179199, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9304628968238831, + 1.0, + 0.9669557809829712, + 0.7918844819068909, + 0.7465746402740479, + 0.7959314584732056, + 1.0, + 1.0, + 0.8911704421043396, + 0.9524620175361633, + 1.0, + 1.0, + 1.0, + 0.9503603577613831, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8436433672904968, + 1.0, + 1.0, + 0.9540465474128723, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9518505334854126, + 1.0, + 0.9445582032203674, + 0.8824095726013184, + 0.9297512769699097, + 0.8985874056816101, + 0.8478102087974548, + 0.8894198536872864, + 0.9590930938720703, + 0.9818047285079956, + 0.9616068601608276, + 1.0, + 0.9228570461273193, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8831719160079956, + 0.8295241594314575, + 1.0, + 0.866477370262146, + 0.8306410908699036, + 0.7984722256660461, + 0.8133324980735779, + 1.0, + 1.0, + 1.0, + 0.9468309879302979, + 0.9651511907577515, + 0.9255089163780212, + 0.5474430322647095, + 0.8997458815574646, + 0.6146141290664673, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8935998678207397, + 1.0, + 0.8214244246482849, + 1.0, + 1.0, + 1.0, + 1.0, + 0.946343183517456, + 1.0, + 1.0, + 0.9868662357330322, + 0.9759553670883179, + 0.8796260952949524, + 0.8698874115943909, + 0.9155205488204956, + 1.0, + 0.7030493021011353, + 1.0, + 0.9290674328804016, + 1.0, + 0.9817538261413574, + 0.915492057800293, + 1.0, + 1.0, + 1.0, + 0.8987199664115906, + 1.0, + 1.0, + 1.0, + 0.8595293760299683, + 0.9520450234413147, + 1.0, + 0.7863620519638062, + 0.7490179538726807, + 0.8353372812271118, + 0.8056901097297668, + 1.0, + 0.88625168800354, + 1.0, + 1.0, + 0.969125509262085, + 0.9719758629798889, + 0.9556534886360168, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.986697256565094, + 0.8989834189414978, + 0.7714047431945801, + 0.7299572229385376, + 1.0, + 1.0, + 0.9875209331512451, + 0.8391462564468384, + 1.0, + 1.0, + 0.8469765186309814, + 0.900195300579071, + 1.0, + 1.0, + 0.7644780278205872, + 0.988895833492279, + 1.0, + 1.0, + 1.0, + 0.8920379281044006, + 1.0, + 1.0, + 0.9193336963653564, + 1.0, + 0.9564050436019897, + 0.9953293204307556, + 0.9111853241920471, + 1.0, + 0.884182870388031, + 0.7910617589950562, + 1.0, + 0.9802244305610657, + 1.0, + 1.0, + 0.9750564694404602, + 1.0, + 0.7734828591346741, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9863856434822083, + 0.9396851062774658, + 1.0, + 0.9300187230110168, + 1.0, + 0.8697532415390015, + 0.9445054531097412, + 1.0, + 1.0, + 1.0, + 0.9135169386863708, + 0.905439019203186, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9448797702789307, + 1.0, + 1.0, + 0.9278665781021118, + 0.9703613519668579, + 0.9206591844558716, + 0.9792662262916565, + 1.0, + 1.0, + 0.904591977596283, + 0.9749855995178223, + 1.0, + 0.9753081202507019, + 0.943639874458313, + 0.9695549011230469, + 1.0, + 0.9392820596694946, + 1.0, + 1.0, + 0.977969229221344, + 0.9476937055587769, + 0.9451353549957275, + 1.0, + 0.9690634608268738, + 0.8447741866111755, + 1.0, + 1.0, + 1.0, + 0.8647367358207703, + 1.0, + 0.9304072856903076, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9572803378105164, + 1.0, + 0.891298770904541, + 0.9198301434516907, + 0.9491239786148071, + 0.912146270275116, + 1.0, + 0.9472207427024841, + 0.9937200546264648, + 1.0, + 1.0, + 0.9664029479026794, + 1.0, + 0.9597304463386536, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9191389083862305, + 0.993456244468689, + 0.9937946796417236, + 0.8777254819869995, + 0.9708053469657898, + 0.8693767786026001, + 1.0, + 1.0, + 0.9911518692970276, + 0.9437756538391113, + 0.9657636284828186, + 0.8458067774772644, + 0.9216089248657227, + 1.0, + 0.9470012187957764, + 0.7968634366989136, + 1.0, + 0.9637888669967651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8599482178688049, + 0.9677712321281433, + 1.0, + 0.9332630634307861, + 1.0, + 0.9621171355247498, + 1.0, + 1.0, + 0.9300979375839233, + 1.0, + 1.0, + 0.9660757780075073, + 0.899285078048706, + 0.9922834038734436, + 1.0, + 1.0, + 0.9000592231750488, + 0.832626461982727, + 1.0, + 1.0, + 0.8499450087547302, + 0.9373751282691956, + 0.862686276435852, + 1.0, + 1.0, + 0.7712549567222595, + 1.0, + 1.0, + 1.0, + 0.8968914151191711, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.983153760433197, + 1.0, + 1.0, + 1.0, + 0.9368281364440918, + 0.9356807470321655, + 0.9555585980415344, + 1.0, + 1.0, + 0.9181420803070068, + 0.914630651473999, + 1.0, + 0.8722068667411804, + 1.0, + 0.890863835811615, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9679425358772278, + 1.0, + 0.9352685809135437, + 1.0, + 0.8054502010345459, + 1.0, + 0.9390872716903687, + 0.9909607768058777, + 1.0, + 0.9815585017204285, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8785914778709412, + 0.9438595771789551, + 1.0, + 0.8021873235702515, + 0.9513769745826721, + 1.0, + 0.9559760689735413, + 0.8822998404502869, + 1.0, + 1.0, + 0.9159925580024719, + 0.8171457052230835, + 1.0, + 1.0, + 1.0, + 0.8756368160247803, + 1.0, + 1.0, + 1.0, + 0.919691801071167, + 0.9652503132820129, + 0.971773087978363, + 0.9816800951957703, + 0.9390995502471924, + 0.921221911907196, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8863767981529236, + 1.0, + 1.0, + 1.0, + 0.9041116833686829, + 0.9804685711860657, + 1.0, + 1.0, + 0.9498223662376404, + 0.8601366877555847, + 0.994605541229248, + 1.0, + 0.9051437377929688, + 0.8844387531280518, + 0.92399662733078, + 1.0, + 1.0, + 0.9773673415184021, + 1.0, + 0.8618900775909424, + 0.9758610725402832, + 1.0, + 0.9181147813796997, + 0.957432210445404, + 1.0, + 1.0, + 1.0, + 0.9328511357307434, + 0.9359902143478394, + 1.0, + 1.0, + 0.9408840537071228, + 1.0, + 1.0, + 0.9669854640960693, + 0.9724037051200867, + 1.0, + 1.0, + 0.9832212924957275, + 0.8925969004631042, + 1.0, + 1.0, + 0.9558115601539612, + 0.9161646366119385, + 0.9151674509048462, + 1.0, + 0.8921986818313599, + 1.0, + 1.0, + 1.0, + 0.8949488401412964, + 0.9131572842597961, + 1.0, + 0.9447952508926392, + 0.9890033006668091, + 0.9212501645088196, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9462669491767883, + 0.9322665929794312, + 1.0, + 1.0, + 0.8358914256095886, + 0.969986617565155, + 1.0, + 1.0, + 0.865548849105835, + 0.9265293478965759, + 1.0, + 0.9865066409111023, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8755375146865845, + 1.0, + 1.0, + 0.9774304628372192, + 0.9980844259262085, + 1.0, + 0.9627261161804199, + 1.0, + 0.9400326609611511, + 1.0, + 0.9673420190811157, + 0.9978308081626892, + 1.0, + 1.0, + 0.997008204460144, + 0.9984009861946106, + 0.9312619566917419, + 0.9536704421043396, + 1.0, + 0.9566154479980469, + 1.0, + 1.0, + 1.0, + 0.9047864675521851, + 0.9402652978897095, + 0.9973412156105042, + 0.8957494497299194, + 0.8217594027519226, + 1.0, + 1.0, + 0.9573490023612976, + 0.9549960494041443, + 0.9911903142929077, + 1.0, + 0.9449926018714905, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9558827877044678, + 0.980514645576477, + 1.0, + 0.9482827186584473, + 0.9316799640655518, + 1.0, + 1.0, + 0.977505087852478, + 0.9826614260673523, + 1.0, + 0.8784497380256653, + 0.9815372824668884, + 1.0, + 1.0, + 1.0, + 0.9875246286392212, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9191675186157227, + 1.0, + 1.0, + 0.8949199914932251, + 0.9433268904685974, + 0.9090636968612671, + 0.9892218708992004, + 1.0, + 0.9139562249183655, + 1.0, + 1.0, + 0.9708508253097534, + 1.0, + 0.8674982786178589, + 0.914546012878418, + 0.9387930035591125, + 1.0, + 0.961284339427948, + 0.9218999147415161, + 1.0, + 1.0, + 0.9487343430519104, + 0.7856768369674683, + 1.0, + 1.0, + 0.9866950511932373, + 0.9610504508018494, + 1.0, + 0.9482550024986267, + 1.0, + 1.0, + 0.9783670902252197, + 1.0, + 1.0, + 1.0, + 0.9223068952560425, + 0.9906212091445923, + 1.0, + 0.8351833820343018, + 1.0, + 0.9397647976875305, + 0.912743330001831, + 0.947801947593689, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9738264679908752, + 0.978706955909729, + 1.0, + 0.893218457698822, + 1.0, + 0.980728030204773, + 0.9519726634025574, + 0.8674461841583252, + 1.0, + 0.9921684861183167, + 0.7714464068412781, + 0.9499041438102722, + 1.0, + 1.0, + 0.9807697534561157, + 0.9318599104881287, + 1.0, + 1.0, + 1.0, + 0.999673068523407, + 1.0, + 1.0, + 0.98603355884552, + 1.0, + 1.0, + 1.0, + 0.9168137907981873, + 0.9891757965087891, + 1.0, + 1.0, + 0.9283441305160522, + 0.9956344962120056, + 1.0, + 0.9525040984153748, + 1.0, + 0.9951759576797485, + 0.998382031917572, + 0.9710484743118286, + 0.9144774079322815, + 1.0, + 0.8802958726882935, + 1.0, + 1.0, + 1.0, + 1.0, + 0.857714056968689, + 1.0, + 0.9247384667396545, + 0.9877284169197083, + 1.0, + 0.8553722500801086, + 0.8918185234069824, + 1.0, + 1.0, + 1.0, + 0.9697736501693726, + 1.0, + 1.0, + 1.0, + 0.9159702062606812, + 0.9427722096443176, + 0.9375415444374084, + 1.0, + 1.0, + 0.9858776926994324, + 1.0, + 0.9589259624481201, + 1.0, + 0.9177390933036804, + 1.0, + 1.0, + 0.8998322486877441, + 1.0, + 0.9121655821800232, + 1.0, + 1.0, + 0.9532622694969177, + 1.0, + 0.9397925734519958, + 1.0, + 1.0, + 0.8963607549667358, + 0.8944847583770752, + 1.0, + 0.9217597842216492, + 0.966189444065094, + 1.0, + 1.0, + 1.0, + 0.9798669815063477, + 1.0, + 1.0, + 0.8910745978355408, + 0.8992136716842651, + 1.0, + 0.9327623844146729, + 1.0, + 1.0, + 1.0, + 0.9591909050941467, + 1.0, + 0.9797334671020508, + 1.0, + 0.9246169924736023, + 0.9720258712768555, + 1.0, + 0.9747245907783508, + 0.9456346035003662, + 0.9680401086807251, + 1.0, + 0.9351401925086975, + 0.8492063283920288, + 1.0, + 1.0, + 0.9878842234611511, + 1.0, + 1.0, + 1.0, + 0.9864060282707214, + 1.0, + 1.0, + 0.9975619316101074, + 0.9061508178710938, + 0.9459516406059265, + 0.9203275442123413, + 1.0, + 0.8612920045852661, + 0.9294666051864624, + 1.0, + 0.9221582412719727, + 1.0, + 0.9990641474723816, + 0.9893083572387695, + 1.0, + 1.0, + 1.0, + 1.0, + 0.937974750995636, + 1.0, + 1.0, + 0.9492135047912598, + 0.9901734590530396, + 0.9696955680847168, + 1.0, + 1.0, + 0.9560995101928711, + 0.9279802441596985, + 0.9715445041656494, + 1.0, + 0.9473270773887634, + 0.9306219816207886, + 1.0, + 0.9580619931221008, + 1.0, + 0.8461867570877075, + 1.0, + 1.0, + 0.9314265847206116, + 1.0, + 1.0, + 1.0, + 0.9563406705856323, + 1.0, + 0.9810044169425964, + 0.9937934279441833, + 1.0, + 0.9494759440422058, + 1.0, + 1.0, + 0.9354366064071655, + 0.9097262024879456, + 0.923471212387085, + 1.0, + 1.0, + 0.9853917956352234, + 1.0, + 1.0, + 0.9700634479522705, + 0.9401777982711792, + 0.921749472618103, + 0.9332612156867981, + 0.97482830286026, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9842196702957153, + 1.0, + 0.887813925743103, + 0.9937111735343933, + 0.9862135648727417, + 1.0, + 1.0, + 0.9898306727409363, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9801755547523499 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_scalar_eval.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..d2353dfd9d62c8a39bd7faa0dcfff01abcd68d08 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 3781.7705078125, + "strength": 1079.7156982421875, + "max_strength": 2018.150146484375, + "final_strength": 1915.909912109375, + "sample_efficiency": 2.4649924057484895e-07, + "training_efficiency": 1.4969858966651373e-05, + "stability": 0.9627940654754639 +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_scalar_train.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..d2353dfd9d62c8a39bd7faa0dcfff01abcd68d08 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 3781.7705078125, + "strength": 1079.7156982421875, + "max_strength": 2018.150146484375, + "final_strength": 1915.909912109375, + "sample_efficiency": 2.4649924057484895e-07, + "training_efficiency": 1.4969858966651373e-05, + "stability": 0.9627940654754639 +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_train.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..6c377dbdc2ff0d1538e9bf90fe59cb2ce8640f51 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s2_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 3781.7705078125, + "strength": 1079.7156982421875, + "max_strength": 2018.150146484375, + "final_strength": 1915.909912109375, + "sample_efficiency": 2.4649924057484895e-07, + "training_efficiency": 1.4969858966651373e-05, + "stability": 0.9627940654754639 + }, + "local": { + "mean_returns": [ + 1724.5, + 2135.947265625, + 2147.25, + 2130.14892578125, + 2159.0966796875, + 2211.928466796875, + 2303.25, + 2278.08251953125, + 2419.580078125, + 2396.429931640625, + 2354.919921875, + 2404.68994140625, + 2454.25, + 2451.489990234375, + 2415.820068359375, + 2399.25, + 2422.2900390625, + 2507.0400390625, + 2497.090087890625, + 2448.139892578125, + 2460.699951171875, + 2523.860107421875, + 2592.18994140625, + 2602.52001953125, + 2566.889892578125, + 2582.219970703125, + 2631.75, + 2654.489990234375, + 2684.179931640625, + 2704.010009765625, + 2705.760009765625, + 2789.3701171875, + 2821.2900390625, + 2880.68994140625, + 2977.989990234375, + 3072.2099609375, + 3182.330078125, + 3165.590087890625, + 3133.8798828125, + 3050.52001953125, + 2978.840087890625, + 2934.14990234375, + 2700.739990234375, + 2767.2099609375, + 2743.39990234375, + 2788.18994140625, + 2811.4599609375, + 2811.030029296875, + 2860.300048828125, + 2898.889892578125, + 2955.52001953125, + 2989.7099609375, + 3029.469970703125, + 3188.7900390625, + 3216.0400390625, + 3215.080078125, + 3247.72998046875, + 3169.5, + 3307.719970703125, + 3262.75, + 2962.4599609375, + 2848.550048828125, + 2782.580078125, + 2966.719970703125, + 3062.169921875, + 3177.090087890625, + 3163.590087890625, + 3191.989990234375, + 3257.840087890625, + 3530.4599609375, + 3571.18994140625, + 3736.360107421875, + 3673.22998046875, + 3649.409912109375, + 3618.85009765625, + 3571.080078125, + 3662.429931640625, + 3578.110107421875, + 3476.949951171875, + 3295.43994140625, + 3266.8798828125, + 3229.389892578125, + 3267.239990234375, + 3190.9599609375, + 3043.699951171875, + 3031.909912109375, + 3221.72998046875, + 3164.659912109375, + 3065.219970703125, + 3259.429931640625, + 3158.72998046875, + 3201.610107421875, + 3160.510009765625, + 3153.010009765625, + 3100.389892578125, + 3050.639892578125, + 2870.219970703125, + 2948.320068359375, + 2816.27001953125, + 2773.889892578125, + 2719.81005859375, + 2782.43994140625, + 2842.5, + 2926.909912109375, + 3182.669921875, + 3258.550048828125, + 3275.550048828125, + 3280.8701171875, + 3305.52001953125, + 3240.739990234375, + 3235.070068359375, + 3288.610107421875, + 3103.2099609375, + 3127.389892578125, + 3183.820068359375, + 3320.610107421875, + 3362.860107421875, + 3364.969970703125, + 3200.3798828125, + 3038.639892578125, + 2979.139892578125, + 2877.7099609375, + 2801.340087890625, + 2783.169921875, + 2653.6201171875, + 2733.590087890625, + 2636.02001953125, + 2586.77001953125, + 2636.340087890625, + 2700.6201171875, + 2641.68994140625, + 2755.77001953125, + 2800.360107421875, + 2892.969970703125, + 2942.06005859375, + 2893.639892578125, + 2896.590087890625, + 2892.2900390625, + 2809.679931640625, + 2706.489990234375, + 2737.760009765625, + 2716.60009765625, + 2772.780029296875, + 2801.969970703125, + 2821.75, + 3156.330078125, + 3072.780029296875, + 3094.6298828125, + 3003.919921875, + 3098.590087890625, + 3216.85009765625, + 3136.570068359375, + 3103.389892578125, + 3283.60009765625, + 3331.93994140625, + 3521.18994140625, + 3687.97998046875, + 3674.179931640625, + 3676.25, + 3717.860107421875, + 3647.429931640625, + 3529.5400390625, + 3629.530029296875, + 3484.2099609375, + 3605.260009765625, + 3573.590087890625, + 3638.659912109375, + 3598.169921875, + 3519.610107421875, + 3640.550048828125, + 3673.5, + 3834.739990234375, + 3568.35009765625, + 3642.639892578125, + 3512.800048828125, + 3596.239990234375, + 3590.830078125, + 3366.179931640625, + 3315.8798828125, + 3509.449951171875, + 3554.64990234375, + 3672.7099609375, + 3732.7900390625, + 3710.530029296875, + 3781.43994140625, + 3863.5, + 3884.1298828125, + 3698.14990234375, + 3510.530029296875, + 3343.43994140625, + 3207.39990234375, + 3235.719970703125, + 3171.72998046875, + 3084.27001953125, + 3151.39990234375, + 3238.31005859375, + 3348.8798828125, + 3463.8701171875, + 3537.64990234375, + 3611.489990234375, + 3555.06005859375, + 3621.39990234375, + 3530.02001953125, + 3481.9599609375, + 3513.4599609375, + 3620.25, + 3501.800048828125, + 3388.68994140625, + 3501.090087890625, + 3517.3701171875, + 3425.97998046875, + 3411.179931640625, + 3532.2900390625, + 3540.2900390625, + 3438.35009765625, + 3434.169921875, + 3282.68994140625, + 3297.800048828125, + 3294.889892578125, + 3161.679931640625, + 3089.889892578125, + 3289.580078125, + 3151.260009765625, + 3368.840087890625, + 3460.800048828125, + 3485.090087890625, + 3600.4599609375, + 3570.449951171875, + 3675.139892578125, + 3565.360107421875, + 3339.409912109375, + 3227.570068359375, + 3163.010009765625, + 3067.409912109375, + 2931.18994140625, + 2895.239990234375, + 2884.489990234375, + 2972.3798828125, + 2847.510009765625, + 2933.669921875, + 2927.7099609375, + 2976.280029296875, + 2964.469970703125, + 3000.27001953125, + 3207.659912109375, + 3351.25, + 3451.699951171875, + 3560.2099609375, + 3521.68994140625, + 3596.110107421875, + 3742.5, + 3665.550048828125, + 3557.360107421875, + 3256.659912109375, + 3177.31005859375, + 3082.429931640625, + 3099.68994140625, + 2964.669921875, + 2905.6298828125, + 2971.969970703125, + 3207.85009765625, + 3456.469970703125, + 3599.27001953125, + 3614.56005859375, + 3523.570068359375, + 3694.800048828125, + 3648.909912109375, + 3369.43994140625, + 3099.949951171875, + 2937.93994140625, + 2945.47998046875, + 2993.179931640625, + 2918.39990234375, + 2889.2900390625, + 2966.320068359375, + 3019.590087890625, + 3080.429931640625, + 3041.989990234375, + 3107.5400390625, + 3202.010009765625, + 3222.139892578125, + 3336.1298828125, + 3175.070068359375, + 3418.030029296875, + 3437.6298828125, + 3385.6298828125, + 3393.7099609375, + 3464.239990234375, + 3539.97998046875, + 3715.830078125, + 3647.949951171875, + 3692.010009765625, + 3615.169921875, + 3461.22998046875, + 3380.080078125, + 3271.159912109375, + 3124.280029296875, + 3033.800048828125, + 3004.030029296875, + 2991.330078125, + 2965.02001953125, + 3005.530029296875, + 2951.570068359375, + 2979.97998046875, + 3125.43994140625, + 3247.909912109375, + 3345.43994140625, + 3224.010009765625, + 3067.52001953125, + 3159.090087890625, + 3045.18994140625, + 2920.010009765625, + 2796.280029296875, + 2704.77001953125, + 3088.469970703125, + 3186.169921875, + 3190.39990234375, + 3143.3798828125, + 3114.199951171875, + 3054.0, + 2715.510009765625, + 2674.4599609375, + 2532.47998046875, + 2672.840087890625, + 2781.52001953125, + 2845.699951171875, + 2850.60009765625, + 2792.659912109375, + 2916.3798828125, + 2807.389892578125, + 2818.510009765625, + 2975.60009765625, + 3003.27001953125, + 3156.830078125, + 3111.179931640625, + 3228.070068359375, + 3373.530029296875, + 3359.510009765625, + 3334.179931640625, + 3210.419921875, + 3092.75, + 3026.2900390625, + 3033.409912109375, + 2817.419921875, + 2841.77001953125, + 2803.77001953125, + 2905.090087890625, + 2894.159912109375, + 2844.4599609375, + 2911.830078125, + 3079.159912109375, + 3115.389892578125, + 3033.419921875, + 3188.570068359375, + 3350.22998046875, + 3399.72998046875, + 3246.10009765625, + 3201.02001953125, + 3267.6298828125, + 3062.199951171875, + 2872.419921875, + 2779.159912109375, + 2687.22998046875, + 2732.429931640625, + 2683.929931640625, + 2797.77001953125, + 2828.159912109375, + 2812.0400390625, + 2797.860107421875, + 2776.050048828125, + 2816.7099609375, + 3024.3701171875, + 3137.35009765625, + 3174.7099609375, + 3223.14990234375, + 3210.949951171875, + 3119.5400390625, + 2933.580078125, + 2764.1201171875, + 2889.699951171875, + 2930.300048828125, + 2922.510009765625, + 2823.35009765625, + 2960.3701171875, + 3024.239990234375, + 2914.340087890625, + 2853.6298828125, + 2857.239990234375, + 2902.1298828125, + 2761.739990234375, + 2756.679931640625, + 2824.72998046875, + 2947.169921875, + 3071.320068359375, + 2988.699951171875, + 3065.0400390625, + 3115.31005859375, + 3050.030029296875, + 3123.1201171875, + 3087.5, + 3083.85009765625, + 3014.77001953125, + 3035.1298828125, + 2950.68994140625, + 2816.0, + 3054.449951171875, + 3039.64990234375, + 3057.31005859375, + 3187.239990234375, + 3165.260009765625, + 3181.7900390625, + 2983.419921875, + 3034.4599609375, + 3074.719970703125, + 3084.10009765625, + 3138.320068359375, + 3288.75, + 3357.989990234375, + 3471.719970703125, + 3455.85009765625, + 3386.5, + 3431.780029296875, + 3353.0, + 3529.8798828125, + 3370.47998046875, + 3311.409912109375, + 3397.030029296875, + 3504.360107421875, + 3607.22998046875, + 3494.699951171875, + 3382.300048828125, + 3413.139892578125, + 3460.429931640625, + 3494.3701171875, + 3496.5400390625, + 3430.919921875, + 3511.8701171875, + 3582.02001953125, + 3489.97998046875, + 3454.889892578125, + 3363.739990234375, + 3341.81005859375, + 3452.81005859375, + 3480.27001953125, + 3368.239990234375, + 3341.669921875, + 3351.739990234375, + 3325.919921875, + 3268.43994140625, + 3239.139892578125, + 3397.489990234375, + 3331.219970703125, + 3453.18994140625, + 3487.580078125, + 3461.550048828125, + 3401.110107421875, + 3341.030029296875, + 3360.139892578125, + 3327.530029296875, + 3168.969970703125, + 3257.610107421875, + 3341.679931640625, + 3425.93994140625, + 3274.4599609375, + 3331.72998046875, + 3260.35009765625, + 3357.489990234375, + 3409.22998046875, + 3450.070068359375, + 3663.27001953125, + 3605.2900390625, + 3728.47998046875, + 3573.860107421875, + 3472.219970703125, + 3412.889892578125, + 3315.64990234375, + 3388.669921875, + 3331.530029296875, + 3325.090087890625, + 3441.909912109375, + 3446.919921875, + 3408.590087890625, + 3421.780029296875, + 3376.85009765625, + 3381.0400390625, + 3384.159912109375, + 3454.989990234375, + 3511.449951171875, + 3413.97998046875, + 3406.72998046875, + 3399.89990234375, + 3266.14990234375, + 3238.1201171875, + 3116.3701171875, + 3242.64990234375, + 3336.7900390625, + 3327.669921875, + 3270.22998046875, + 3237.219970703125, + 3093.639892578125, + 3031.89990234375, + 3058.139892578125, + 3018.280029296875, + 2873.60009765625, + 2949.5, + 2926.199951171875, + 3023.89990234375, + 3107.31005859375, + 3178.8701171875, + 3346.090087890625, + 3435.43994140625, + 3607.139892578125, + 3424.919921875, + 3388.860107421875, + 3424.77001953125, + 3350.110107421875, + 3381.469970703125, + 3340.72998046875, + 3413.3701171875, + 3495.860107421875, + 3412.68994140625, + 3579.93994140625, + 3642.56005859375, + 3597.219970703125, + 3467.179931640625, + 3458.219970703125, + 3599.5400390625, + 3605.320068359375, + 3475.469970703125, + 3279.739990234375, + 3318.530029296875, + 3378.989990234375, + 3217.989990234375, + 3160.8798828125, + 3043.5, + 3204.22998046875, + 3266.2900390625, + 3046.639892578125, + 3071.199951171875, + 3097.6298828125, + 3102.590087890625, + 3020.4599609375, + 3052.85009765625, + 3170.820068359375, + 3251.580078125, + 3271.72998046875, + 3422.800048828125, + 3423.81005859375, + 3404.97998046875, + 3518.4599609375, + 3536.06005859375, + 3664.25, + 3578.449951171875, + 3496.610107421875, + 3443.699951171875, + 3506.110107421875, + 3528.409912109375, + 3428.35009765625, + 3332.5400390625, + 3532.719970703125, + 3375.9599609375, + 3419.429931640625, + 3297.919921875, + 3317.580078125, + 3354.449951171875, + 3440.60009765625, + 3502.030029296875, + 3463.68994140625, + 3608.510009765625, + 3524.199951171875, + 3542.340087890625, + 3301.820068359375, + 3310.929931640625, + 3249.719970703125, + 3241.18994140625, + 3386.760009765625, + 3366.830078125, + 3402.97998046875, + 3536.47998046875, + 3657.949951171875, + 3727.449951171875, + 3554.8798828125, + 3484.77001953125, + 3554.10009765625, + 3307.219970703125, + 3258.5400390625, + 3393.8701171875, + 3345.97998046875, + 3223.580078125, + 3242.330078125, + 3475.469970703125, + 3377.22998046875, + 3181.360107421875, + 3297.659912109375, + 3485.81005859375, + 3678.239990234375, + 3507.590087890625, + 3587.8701171875, + 3696.35009765625, + 3704.409912109375, + 3592.110107421875, + 3547.419921875, + 3512.3798828125, + 3490.280029296875, + 3418.159912109375, + 3330.550048828125, + 3410.449951171875, + 3457.419921875, + 3523.199951171875, + 3590.929931640625, + 3656.570068359375, + 3749.02001953125, + 3781.989990234375, + 3814.81005859375, + 3643.3798828125, + 3691.6298828125, + 3741.10009765625, + 3833.35009765625, + 3686.89990234375, + 3659.929931640625, + 3901.52001953125, + 4014.580078125, + 3928.85009765625, + 3701.8798828125, + 3694.35009765625, + 3702.89990234375, + 3570.39990234375, + 3424.2900390625, + 3339.300048828125, + 3390.090087890625, + 3533.47998046875, + 3505.699951171875, + 3581.699951171875, + 3405.52001953125, + 3378.97998046875, + 3493.81005859375, + 3396.550048828125, + 3350.1298828125, + 3532.110107421875, + 3540.389892578125, + 3582.02001953125, + 3496.340087890625, + 3420.14990234375, + 3560.06005859375, + 3616.360107421875, + 3538.89990234375, + 3715.14990234375, + 3811.75, + 3762.0400390625, + 3721.860107421875, + 3784.219970703125, + 3835.9599609375, + 3810.2900390625, + 3648.72998046875, + 3663.840087890625, + 3688.5400390625, + 3627.449951171875, + 3516.669921875, + 3413.969970703125, + 3661.60009765625, + 3515.469970703125, + 3519.510009765625, + 3595.219970703125, + 3621.030029296875, + 3482.889892578125, + 3380.68994140625, + 3531.31005859375, + 3463.669921875, + 3450.93994140625, + 3360.780029296875, + 3473.179931640625, + 3491.7900390625, + 3514.050048828125, + 3601.93994140625, + 3605.10009765625, + 3653.449951171875, + 3581.050048828125, + 3494.68994140625, + 3591.169921875, + 3698.360107421875, + 3469.8701171875, + 3434.93994140625, + 3445.52001953125, + 3446.909912109375, + 3293.52001953125, + 3220.969970703125, + 3355.449951171875, + 3341.2900390625, + 3394.72998046875, + 3504.68994140625, + 3716.219970703125, + 3759.659912109375, + 3578.739990234375, + 3668.31005859375, + 3780.159912109375, + 3746.889892578125, + 3744.1298828125, + 3800.929931640625, + 3745.2099609375, + 3854.389892578125, + 3761.5400390625, + 3811.9599609375, + 3762.780029296875, + 3759.6201171875, + 3768.179931640625, + 3830.25, + 3825.68994140625, + 3823.260009765625, + 3718.969970703125, + 3653.510009765625, + 3680.72998046875, + 3621.090087890625, + 3704.7900390625, + 3783.199951171875, + 3795.860107421875, + 3654.010009765625, + 3573.489990234375, + 3570.1201171875, + 3438.340087890625, + 3236.52001953125, + 3258.110107421875, + 3344.010009765625, + 3299.739990234375, + 3255.02001953125, + 3246.659912109375, + 3413.89990234375, + 3352.9599609375, + 3457.449951171875, + 3521.6201171875, + 3702.97998046875, + 3717.800048828125, + 3766.929931640625, + 3702.47998046875, + 3675.27001953125, + 3679.47998046875, + 3608.449951171875, + 3519.469970703125, + 3529.3798828125, + 3566.340087890625, + 3537.989990234375, + 3516.6298828125, + 3535.5, + 3386.06005859375, + 3366.1201171875, + 3448.7099609375, + 3487.85009765625, + 3582.159912109375, + 3566.239990234375, + 3589.89990234375, + 3666.320068359375, + 3717.840087890625, + 3895.510009765625, + 3767.030029296875, + 3818.530029296875, + 4004.659912109375, + 3826.169921875, + 3740.02001953125, + 3609.6201171875, + 3595.570068359375, + 3845.14990234375, + 3712.719970703125, + 4033.64990234375, + 4074.5400390625, + 4022.989990234375, + 4082.6298828125, + 3847.22998046875, + 3715.530029296875, + 3629.260009765625, + 3660.5400390625, + 3608.10009765625, + 3506.409912109375, + 3582.389892578125, + 3771.360107421875, + 3696.239990234375, + 3398.2900390625, + 3553.010009765625, + 3580.010009765625, + 3563.06005859375, + 3514.10009765625, + 3517.179931640625, + 3454.510009765625, + 3480.75, + 3545.830078125, + 3519.010009765625, + 3553.320068359375, + 3556.6201171875, + 3879.419921875, + 3757.179931640625, + 3743.570068359375, + 3789.760009765625, + 3545.219970703125, + 3609.93994140625, + 3531.39990234375, + 3424.47998046875, + 3366.10009765625, + 3517.14990234375, + 3638.889892578125, + 3717.429931640625, + 3821.919921875, + 3859.739990234375, + 4029.159912109375, + 3984.06005859375, + 3948.330078125, + 3996.22998046875, + 3815.75, + 3896.43994140625, + 3865.7900390625, + 3790.8798828125, + 3594.06005859375, + 3634.0400390625, + 3623.639892578125, + 3322.5, + 3271.580078125, + 3406.669921875, + 3513.0, + 3489.7900390625, + 3409.1298828125, + 3522.2099609375, + 3602.530029296875, + 3621.1298828125, + 3620.699951171875, + 3676.31005859375, + 3761.669921875, + 3741.340087890625, + 3743.320068359375, + 3745.030029296875, + 3789.35009765625, + 3665.9599609375, + 3651.239990234375, + 3756.610107421875, + 3870.469970703125, + 3758.3701171875, + 3752.030029296875, + 3803.64990234375, + 3732.52001953125, + 3815.159912109375, + 3807.8798828125, + 3805.449951171875, + 3762.0400390625, + 3637.52001953125, + 3844.260009765625, + 3660.1298828125, + 3762.010009765625, + 3785.2900390625, + 3859.429931640625, + 3899.25, + 3672.56005859375, + 3676.340087890625, + 3573.2099609375, + 3557.659912109375, + 3661.530029296875, + 3465.489990234375, + 3340.06005859375, + 3422.02001953125, + 3627.669921875, + 3688.6201171875, + 3646.830078125, + 3756.3701171875, + 3880.4599609375, + 3888.110107421875, + 3755.169921875, + 3672.239990234375, + 3586.909912109375, + 3638.22998046875, + 3650.02001953125, + 3631.0400390625, + 3701.580078125, + 3644.260009765625, + 3776.97998046875, + 3655.97998046875, + 3698.840087890625, + 3759.409912109375, + 3613.830078125, + 3717.0, + 3593.070068359375, + 3871.610107421875, + 3964.239990234375, + 3886.739990234375, + 3952.360107421875, + 3853.239990234375, + 3967.570068359375, + 4115.2099609375, + 3927.7099609375, + 3756.60009765625, + 3896.919921875, + 3772.449951171875, + 3722.8701171875, + 3754.300048828125, + 3832.7900390625, + 3847.300048828125, + 3816.27001953125, + 3833.340087890625, + 3874.280029296875, + 3703.4599609375, + 3562.6201171875, + 3615.8798828125, + 3527.81005859375, + 3629.090087890625, + 3729.39990234375, + 3815.52001953125, + 3753.919921875, + 3779.409912109375, + 3749.550048828125, + 3765.530029296875, + 3655.510009765625, + 3617.760009765625, + 3666.27001953125, + 3631.889892578125, + 3559.81005859375, + 3519.739990234375, + 3601.4599609375, + 3517.43994140625, + 3334.77001953125, + 3595.7900390625, + 3738.8798828125, + 3721.52001953125, + 3846.5, + 4150.5498046875, + 4309.85986328125, + 4282.6201171875, + 4322.56982421875, + 4324.2001953125, + 4319.27978515625, + 4130.33984375, + 4031.739990234375, + 3894.25, + 3947.699951171875, + 3719.989990234375, + 3620.260009765625, + 3621.409912109375, + 3519.02001953125, + 3567.090087890625, + 3565.909912109375, + 3552.43994140625, + 3638.590087890625, + 3728.47998046875, + 3925.89990234375, + 4104.35009765625, + 3992.81005859375, + 4045.6201171875, + 4084.669921875, + 3994.340087890625, + 3977.75, + 3927.090087890625, + 3932.8798828125, + 3965.260009765625, + 3892.419921875, + 3778.169921875, + 3736.280029296875, + 3796.3798828125, + 3717.8798828125, + 3619.929931640625, + 3662.340087890625, + 3605.4599609375, + 3639.93994140625, + 3434.77001953125, + 3454.719970703125, + 3567.179931640625, + 3480.699951171875, + 3577.2099609375, + 3646.590087890625, + 3741.47998046875, + 3678.81005859375, + 3759.550048828125, + 3731.93994140625, + 3723.090087890625, + 3745.760009765625, + 3673.02001953125, + 3708.89990234375, + 3818.97998046875, + 3721.300048828125, + 3593.5400390625, + 3495.010009765625, + 3640.840087890625, + 3687.4599609375, + 3667.280029296875, + 3799.610107421875, + 3837.2900390625, + 3791.449951171875, + 3702.590087890625, + 3593.31005859375, + 3507.39990234375, + 3477.159912109375, + 3646.93994140625, + 3784.610107421875, + 3845.389892578125, + 3884.610107421875, + 3859.699951171875, + 3882.179931640625, + 3705.360107421875, + 3696.56005859375, + 3677.389892578125, + 3738.64990234375, + 3875.469970703125, + 3859.510009765625, + 3953.010009765625, + 4160.06005859375, + 4166.490234375, + 4260.7099609375, + 4221.9599609375 + ], + "strengths": [ + -581.550048828125, + -170.102783203125, + -158.800048828125, + -175.901123046875, + -146.953369140625, + -94.12158203125, + -2.800048828125, + -27.967529296875, + 113.530029296875, + 90.3798828125, + 48.869873046875, + 98.639892578125, + 148.199951171875, + 145.43994140625, + 109.77001953125, + 93.199951171875, + 116.239990234375, + 200.989990234375, + 191.0400390625, + 142.08984375, + 154.64990234375, + 217.81005859375, + 286.139892578125, + 296.469970703125, + 260.83984375, + 276.169921875, + 325.699951171875, + 348.43994140625, + 378.1298828125, + 397.9599609375, + 399.7099609375, + 483.320068359375, + 515.239990234375, + 574.639892578125, + 671.93994140625, + 766.159912109375, + 876.280029296875, + 859.5400390625, + 827.829833984375, + 744.469970703125, + 672.7900390625, + 628.099853515625, + 394.68994140625, + 461.159912109375, + 437.349853515625, + 482.139892578125, + 505.409912109375, + 504.97998046875, + 554.25, + 592.83984375, + 649.469970703125, + 683.659912109375, + 723.419921875, + 882.739990234375, + 909.989990234375, + 909.030029296875, + 941.679931640625, + 863.449951171875, + 1001.669921875, + 956.699951171875, + 656.409912109375, + 542.5, + 476.530029296875, + 660.669921875, + 756.119873046875, + 871.0400390625, + 857.5400390625, + 885.93994140625, + 951.7900390625, + 1224.409912109375, + 1265.139892578125, + 1430.31005859375, + 1367.179931640625, + 1343.35986328125, + 1312.800048828125, + 1265.030029296875, + 1356.3798828125, + 1272.06005859375, + 1170.89990234375, + 989.389892578125, + 960.829833984375, + 923.33984375, + 961.18994140625, + 884.909912109375, + 737.64990234375, + 725.85986328125, + 915.679931640625, + 858.60986328125, + 759.169921875, + 953.3798828125, + 852.679931640625, + 895.56005859375, + 854.4599609375, + 846.9599609375, + 794.33984375, + 744.58984375, + 564.169921875, + 642.27001953125, + 510.219970703125, + 467.83984375, + 413.760009765625, + 476.389892578125, + 536.449951171875, + 620.85986328125, + 876.619873046875, + 952.5, + 969.5, + 974.820068359375, + 999.469970703125, + 934.68994140625, + 929.02001953125, + 982.56005859375, + 797.159912109375, + 821.33984375, + 877.77001953125, + 1014.56005859375, + 1056.81005859375, + 1058.919921875, + 894.329833984375, + 732.58984375, + 673.08984375, + 571.659912109375, + 495.2900390625, + 477.119873046875, + 347.570068359375, + 427.5400390625, + 329.969970703125, + 280.719970703125, + 330.2900390625, + 394.570068359375, + 335.639892578125, + 449.719970703125, + 494.31005859375, + 586.919921875, + 636.010009765625, + 587.58984375, + 590.5400390625, + 586.239990234375, + 503.6298828125, + 400.43994140625, + 431.7099609375, + 410.550048828125, + 466.72998046875, + 495.919921875, + 515.699951171875, + 850.280029296875, + 766.72998046875, + 788.579833984375, + 697.869873046875, + 792.5400390625, + 910.800048828125, + 830.52001953125, + 797.33984375, + 977.550048828125, + 1025.889892578125, + 1215.139892578125, + 1381.929931640625, + 1368.1298828125, + 1370.199951171875, + 1411.81005859375, + 1341.3798828125, + 1223.489990234375, + 1323.47998046875, + 1178.159912109375, + 1299.2099609375, + 1267.5400390625, + 1332.60986328125, + 1292.119873046875, + 1213.56005859375, + 1334.5, + 1367.449951171875, + 1528.68994140625, + 1262.300048828125, + 1336.58984375, + 1206.75, + 1290.18994140625, + 1284.780029296875, + 1060.1298828125, + 1009.829833984375, + 1203.39990234375, + 1248.599853515625, + 1366.659912109375, + 1426.739990234375, + 1404.47998046875, + 1475.389892578125, + 1557.449951171875, + 1578.079833984375, + 1392.099853515625, + 1204.47998046875, + 1037.389892578125, + 901.349853515625, + 929.669921875, + 865.679931640625, + 778.219970703125, + 845.349853515625, + 932.260009765625, + 1042.829833984375, + 1157.820068359375, + 1231.599853515625, + 1305.43994140625, + 1249.010009765625, + 1315.349853515625, + 1223.969970703125, + 1175.909912109375, + 1207.409912109375, + 1314.199951171875, + 1195.75, + 1082.639892578125, + 1195.0400390625, + 1211.320068359375, + 1119.929931640625, + 1105.1298828125, + 1226.239990234375, + 1234.239990234375, + 1132.300048828125, + 1128.119873046875, + 976.639892578125, + 991.75, + 988.83984375, + 855.6298828125, + 783.83984375, + 983.530029296875, + 845.2099609375, + 1062.7900390625, + 1154.75, + 1179.0400390625, + 1294.409912109375, + 1264.39990234375, + 1369.08984375, + 1259.31005859375, + 1033.35986328125, + 921.52001953125, + 856.9599609375, + 761.35986328125, + 625.139892578125, + 589.18994140625, + 578.43994140625, + 666.329833984375, + 541.4599609375, + 627.619873046875, + 621.659912109375, + 670.22998046875, + 658.419921875, + 694.219970703125, + 901.60986328125, + 1045.199951171875, + 1145.64990234375, + 1254.159912109375, + 1215.639892578125, + 1290.06005859375, + 1436.449951171875, + 1359.5, + 1251.31005859375, + 950.60986328125, + 871.260009765625, + 776.3798828125, + 793.639892578125, + 658.619873046875, + 599.579833984375, + 665.919921875, + 901.800048828125, + 1150.419921875, + 1293.219970703125, + 1308.510009765625, + 1217.52001953125, + 1388.75, + 1342.85986328125, + 1063.389892578125, + 793.89990234375, + 631.889892578125, + 639.429931640625, + 687.1298828125, + 612.349853515625, + 583.239990234375, + 660.27001953125, + 713.5400390625, + 774.3798828125, + 735.93994140625, + 801.489990234375, + 895.9599609375, + 916.08984375, + 1030.079833984375, + 869.02001953125, + 1111.97998046875, + 1131.579833984375, + 1079.579833984375, + 1087.659912109375, + 1158.18994140625, + 1233.929931640625, + 1409.780029296875, + 1341.89990234375, + 1385.9599609375, + 1309.119873046875, + 1155.179931640625, + 1074.030029296875, + 965.10986328125, + 818.22998046875, + 727.75, + 697.97998046875, + 685.280029296875, + 658.969970703125, + 699.47998046875, + 645.52001953125, + 673.929931640625, + 819.389892578125, + 941.85986328125, + 1039.389892578125, + 917.9599609375, + 761.469970703125, + 853.0400390625, + 739.139892578125, + 613.9599609375, + 490.22998046875, + 398.719970703125, + 782.419921875, + 880.119873046875, + 884.349853515625, + 837.329833984375, + 808.14990234375, + 747.949951171875, + 409.4599609375, + 368.409912109375, + 226.429931640625, + 366.7900390625, + 475.469970703125, + 539.64990234375, + 544.550048828125, + 486.60986328125, + 610.329833984375, + 501.33984375, + 512.4599609375, + 669.550048828125, + 697.219970703125, + 850.780029296875, + 805.1298828125, + 922.02001953125, + 1067.47998046875, + 1053.4599609375, + 1028.1298828125, + 904.369873046875, + 786.699951171875, + 720.239990234375, + 727.35986328125, + 511.369873046875, + 535.719970703125, + 497.719970703125, + 599.0400390625, + 588.10986328125, + 538.409912109375, + 605.780029296875, + 773.10986328125, + 809.33984375, + 727.369873046875, + 882.52001953125, + 1044.179931640625, + 1093.679931640625, + 940.050048828125, + 894.969970703125, + 961.579833984375, + 756.14990234375, + 566.369873046875, + 473.10986328125, + 381.179931640625, + 426.3798828125, + 377.8798828125, + 491.719970703125, + 522.10986328125, + 505.989990234375, + 491.81005859375, + 470.0, + 510.659912109375, + 718.320068359375, + 831.300048828125, + 868.659912109375, + 917.099853515625, + 904.89990234375, + 813.489990234375, + 627.530029296875, + 458.070068359375, + 583.64990234375, + 624.25, + 616.4599609375, + 517.300048828125, + 654.320068359375, + 718.18994140625, + 608.2900390625, + 547.579833984375, + 551.18994140625, + 596.079833984375, + 455.68994140625, + 450.6298828125, + 518.679931640625, + 641.119873046875, + 765.27001953125, + 682.64990234375, + 758.989990234375, + 809.260009765625, + 743.97998046875, + 817.070068359375, + 781.449951171875, + 777.800048828125, + 708.719970703125, + 729.079833984375, + 644.639892578125, + 509.949951171875, + 748.39990234375, + 733.599853515625, + 751.260009765625, + 881.18994140625, + 859.2099609375, + 875.739990234375, + 677.369873046875, + 728.409912109375, + 768.669921875, + 778.050048828125, + 832.27001953125, + 982.699951171875, + 1051.93994140625, + 1165.669921875, + 1149.800048828125, + 1080.449951171875, + 1125.72998046875, + 1046.949951171875, + 1223.829833984375, + 1064.429931640625, + 1005.35986328125, + 1090.97998046875, + 1198.31005859375, + 1301.179931640625, + 1188.64990234375, + 1076.25, + 1107.08984375, + 1154.3798828125, + 1188.320068359375, + 1190.489990234375, + 1124.869873046875, + 1205.820068359375, + 1275.969970703125, + 1183.929931640625, + 1148.83984375, + 1057.68994140625, + 1035.760009765625, + 1146.760009765625, + 1174.219970703125, + 1062.18994140625, + 1035.619873046875, + 1045.68994140625, + 1019.869873046875, + 962.389892578125, + 933.08984375, + 1091.43994140625, + 1025.169921875, + 1147.139892578125, + 1181.530029296875, + 1155.5, + 1095.06005859375, + 1034.97998046875, + 1054.08984375, + 1021.47998046875, + 862.919921875, + 951.56005859375, + 1035.6298828125, + 1119.889892578125, + 968.409912109375, + 1025.679931640625, + 954.300048828125, + 1051.43994140625, + 1103.179931640625, + 1144.02001953125, + 1357.219970703125, + 1299.239990234375, + 1422.429931640625, + 1267.81005859375, + 1166.169921875, + 1106.83984375, + 1009.599853515625, + 1082.619873046875, + 1025.47998046875, + 1019.0400390625, + 1135.85986328125, + 1140.869873046875, + 1102.5400390625, + 1115.72998046875, + 1070.800048828125, + 1074.989990234375, + 1078.10986328125, + 1148.93994140625, + 1205.39990234375, + 1107.929931640625, + 1100.679931640625, + 1093.849853515625, + 960.099853515625, + 932.070068359375, + 810.320068359375, + 936.599853515625, + 1030.739990234375, + 1021.619873046875, + 964.179931640625, + 931.169921875, + 787.58984375, + 725.849853515625, + 752.08984375, + 712.22998046875, + 567.550048828125, + 643.449951171875, + 620.14990234375, + 717.849853515625, + 801.260009765625, + 872.820068359375, + 1040.0400390625, + 1129.389892578125, + 1301.08984375, + 1118.869873046875, + 1082.81005859375, + 1118.719970703125, + 1044.06005859375, + 1075.419921875, + 1034.679931640625, + 1107.320068359375, + 1189.81005859375, + 1106.639892578125, + 1273.889892578125, + 1336.510009765625, + 1291.169921875, + 1161.1298828125, + 1152.169921875, + 1293.489990234375, + 1299.27001953125, + 1169.419921875, + 973.68994140625, + 1012.47998046875, + 1072.93994140625, + 911.93994140625, + 854.829833984375, + 737.449951171875, + 898.179931640625, + 960.239990234375, + 740.58984375, + 765.14990234375, + 791.579833984375, + 796.5400390625, + 714.409912109375, + 746.800048828125, + 864.77001953125, + 945.530029296875, + 965.679931640625, + 1116.75, + 1117.760009765625, + 1098.929931640625, + 1212.409912109375, + 1230.010009765625, + 1358.199951171875, + 1272.39990234375, + 1190.56005859375, + 1137.64990234375, + 1200.06005859375, + 1222.35986328125, + 1122.300048828125, + 1026.489990234375, + 1226.669921875, + 1069.909912109375, + 1113.3798828125, + 991.869873046875, + 1011.530029296875, + 1048.39990234375, + 1134.550048828125, + 1195.97998046875, + 1157.639892578125, + 1302.4599609375, + 1218.14990234375, + 1236.2900390625, + 995.77001953125, + 1004.8798828125, + 943.669921875, + 935.139892578125, + 1080.7099609375, + 1060.780029296875, + 1096.929931640625, + 1230.429931640625, + 1351.89990234375, + 1421.39990234375, + 1248.829833984375, + 1178.719970703125, + 1248.050048828125, + 1001.169921875, + 952.489990234375, + 1087.820068359375, + 1039.929931640625, + 917.530029296875, + 936.280029296875, + 1169.419921875, + 1071.179931640625, + 875.31005859375, + 991.60986328125, + 1179.760009765625, + 1372.18994140625, + 1201.5400390625, + 1281.820068359375, + 1390.300048828125, + 1398.35986328125, + 1286.06005859375, + 1241.369873046875, + 1206.329833984375, + 1184.22998046875, + 1112.10986328125, + 1024.5, + 1104.39990234375, + 1151.369873046875, + 1217.14990234375, + 1284.8798828125, + 1350.52001953125, + 1442.969970703125, + 1475.93994140625, + 1508.760009765625, + 1337.329833984375, + 1385.579833984375, + 1435.050048828125, + 1527.300048828125, + 1380.849853515625, + 1353.8798828125, + 1595.469970703125, + 1708.530029296875, + 1622.800048828125, + 1395.829833984375, + 1388.300048828125, + 1396.849853515625, + 1264.349853515625, + 1118.239990234375, + 1033.25, + 1084.0400390625, + 1227.429931640625, + 1199.64990234375, + 1275.64990234375, + 1099.469970703125, + 1072.929931640625, + 1187.760009765625, + 1090.5, + 1044.079833984375, + 1226.06005859375, + 1234.33984375, + 1275.969970703125, + 1190.2900390625, + 1114.099853515625, + 1254.010009765625, + 1310.31005859375, + 1232.849853515625, + 1409.099853515625, + 1505.699951171875, + 1455.989990234375, + 1415.81005859375, + 1478.169921875, + 1529.909912109375, + 1504.239990234375, + 1342.679931640625, + 1357.7900390625, + 1382.489990234375, + 1321.39990234375, + 1210.619873046875, + 1107.919921875, + 1355.550048828125, + 1209.419921875, + 1213.4599609375, + 1289.169921875, + 1314.97998046875, + 1176.83984375, + 1074.639892578125, + 1225.260009765625, + 1157.619873046875, + 1144.889892578125, + 1054.72998046875, + 1167.1298828125, + 1185.739990234375, + 1208.0, + 1295.889892578125, + 1299.050048828125, + 1347.39990234375, + 1275.0, + 1188.639892578125, + 1285.119873046875, + 1392.31005859375, + 1163.820068359375, + 1128.889892578125, + 1139.469970703125, + 1140.85986328125, + 987.469970703125, + 914.919921875, + 1049.39990234375, + 1035.239990234375, + 1088.679931640625, + 1198.639892578125, + 1410.169921875, + 1453.60986328125, + 1272.68994140625, + 1362.260009765625, + 1474.10986328125, + 1440.83984375, + 1438.079833984375, + 1494.8798828125, + 1439.159912109375, + 1548.33984375, + 1455.489990234375, + 1505.909912109375, + 1456.72998046875, + 1453.570068359375, + 1462.1298828125, + 1524.199951171875, + 1519.639892578125, + 1517.2099609375, + 1412.919921875, + 1347.4599609375, + 1374.679931640625, + 1315.0400390625, + 1398.739990234375, + 1477.14990234375, + 1489.81005859375, + 1347.9599609375, + 1267.43994140625, + 1264.070068359375, + 1132.2900390625, + 930.469970703125, + 952.06005859375, + 1037.9599609375, + 993.68994140625, + 948.969970703125, + 940.60986328125, + 1107.849853515625, + 1046.909912109375, + 1151.39990234375, + 1215.570068359375, + 1396.929931640625, + 1411.75, + 1460.8798828125, + 1396.429931640625, + 1369.219970703125, + 1373.429931640625, + 1302.39990234375, + 1213.419921875, + 1223.329833984375, + 1260.2900390625, + 1231.93994140625, + 1210.579833984375, + 1229.449951171875, + 1080.010009765625, + 1060.070068359375, + 1142.659912109375, + 1181.800048828125, + 1276.10986328125, + 1260.18994140625, + 1283.849853515625, + 1360.27001953125, + 1411.7900390625, + 1589.4599609375, + 1460.97998046875, + 1512.47998046875, + 1698.60986328125, + 1520.119873046875, + 1433.969970703125, + 1303.570068359375, + 1289.52001953125, + 1539.099853515625, + 1406.669921875, + 1727.599853515625, + 1768.489990234375, + 1716.93994140625, + 1776.579833984375, + 1541.179931640625, + 1409.47998046875, + 1323.2099609375, + 1354.489990234375, + 1302.050048828125, + 1200.35986328125, + 1276.33984375, + 1465.31005859375, + 1390.18994140625, + 1092.239990234375, + 1246.9599609375, + 1273.9599609375, + 1257.010009765625, + 1208.050048828125, + 1211.1298828125, + 1148.4599609375, + 1174.699951171875, + 1239.780029296875, + 1212.9599609375, + 1247.27001953125, + 1250.570068359375, + 1573.369873046875, + 1451.1298828125, + 1437.52001953125, + 1483.7099609375, + 1239.169921875, + 1303.889892578125, + 1225.349853515625, + 1118.429931640625, + 1060.050048828125, + 1211.099853515625, + 1332.83984375, + 1411.3798828125, + 1515.869873046875, + 1553.68994140625, + 1723.10986328125, + 1678.010009765625, + 1642.280029296875, + 1690.179931640625, + 1509.699951171875, + 1590.389892578125, + 1559.739990234375, + 1484.829833984375, + 1288.010009765625, + 1327.989990234375, + 1317.58984375, + 1016.449951171875, + 965.530029296875, + 1100.619873046875, + 1206.949951171875, + 1183.739990234375, + 1103.079833984375, + 1216.159912109375, + 1296.47998046875, + 1315.079833984375, + 1314.64990234375, + 1370.260009765625, + 1455.619873046875, + 1435.2900390625, + 1437.27001953125, + 1438.97998046875, + 1483.300048828125, + 1359.909912109375, + 1345.18994140625, + 1450.56005859375, + 1564.419921875, + 1452.320068359375, + 1445.97998046875, + 1497.599853515625, + 1426.469970703125, + 1509.10986328125, + 1501.829833984375, + 1499.39990234375, + 1455.989990234375, + 1331.469970703125, + 1538.2099609375, + 1354.079833984375, + 1455.9599609375, + 1479.239990234375, + 1553.3798828125, + 1593.199951171875, + 1366.510009765625, + 1370.2900390625, + 1267.159912109375, + 1251.60986328125, + 1355.47998046875, + 1159.43994140625, + 1034.010009765625, + 1115.969970703125, + 1321.619873046875, + 1382.570068359375, + 1340.780029296875, + 1450.320068359375, + 1574.409912109375, + 1582.06005859375, + 1449.119873046875, + 1366.18994140625, + 1280.85986328125, + 1332.179931640625, + 1343.969970703125, + 1324.989990234375, + 1395.530029296875, + 1338.2099609375, + 1470.929931640625, + 1349.929931640625, + 1392.7900390625, + 1453.35986328125, + 1307.780029296875, + 1410.949951171875, + 1287.02001953125, + 1565.56005859375, + 1658.18994140625, + 1580.68994140625, + 1646.31005859375, + 1547.18994140625, + 1661.52001953125, + 1809.159912109375, + 1621.659912109375, + 1450.550048828125, + 1590.869873046875, + 1466.39990234375, + 1416.820068359375, + 1448.25, + 1526.739990234375, + 1541.25, + 1510.219970703125, + 1527.2900390625, + 1568.22998046875, + 1397.409912109375, + 1256.570068359375, + 1309.829833984375, + 1221.760009765625, + 1323.0400390625, + 1423.349853515625, + 1509.469970703125, + 1447.869873046875, + 1473.35986328125, + 1443.5, + 1459.47998046875, + 1349.4599609375, + 1311.7099609375, + 1360.219970703125, + 1325.83984375, + 1253.760009765625, + 1213.68994140625, + 1295.409912109375, + 1211.389892578125, + 1028.719970703125, + 1289.739990234375, + 1432.829833984375, + 1415.469970703125, + 1540.449951171875, + 1844.499755859375, + 2003.809814453125, + 1976.570068359375, + 2016.519775390625, + 2018.150146484375, + 2013.229736328125, + 1824.289794921875, + 1725.68994140625, + 1588.199951171875, + 1641.64990234375, + 1413.93994140625, + 1314.2099609375, + 1315.35986328125, + 1212.969970703125, + 1261.0400390625, + 1259.85986328125, + 1246.389892578125, + 1332.5400390625, + 1422.429931640625, + 1619.849853515625, + 1798.300048828125, + 1686.760009765625, + 1739.570068359375, + 1778.619873046875, + 1688.2900390625, + 1671.699951171875, + 1621.0400390625, + 1626.829833984375, + 1659.2099609375, + 1586.369873046875, + 1472.119873046875, + 1430.22998046875, + 1490.329833984375, + 1411.829833984375, + 1313.8798828125, + 1356.2900390625, + 1299.409912109375, + 1333.889892578125, + 1128.719970703125, + 1148.669921875, + 1261.1298828125, + 1174.64990234375, + 1271.159912109375, + 1340.5400390625, + 1435.429931640625, + 1372.760009765625, + 1453.5, + 1425.889892578125, + 1417.0400390625, + 1439.7099609375, + 1366.969970703125, + 1402.849853515625, + 1512.929931640625, + 1415.25, + 1287.489990234375, + 1188.9599609375, + 1334.7900390625, + 1381.409912109375, + 1361.22998046875, + 1493.56005859375, + 1531.239990234375, + 1485.39990234375, + 1396.5400390625, + 1287.260009765625, + 1201.349853515625, + 1171.10986328125, + 1340.889892578125, + 1478.56005859375, + 1539.33984375, + 1578.56005859375, + 1553.64990234375, + 1576.1298828125, + 1399.31005859375, + 1390.510009765625, + 1371.33984375, + 1432.599853515625, + 1569.419921875, + 1553.4599609375, + 1646.9599609375, + 1854.010009765625, + 1860.440185546875, + 1954.659912109375, + 1915.909912109375 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 8.868474833434448e-05, + 7.903042569523677e-05, + 7.028187974356115e-05, + 6.429060158552602e-05, + 6.091381510486826e-05, + 6.0815666074631736e-05, + 5.982076618238352e-05, + 6.426373147405684e-05, + 6.85125487507321e-05, + 7.113954779924825e-05, + 7.72930434322916e-05, + 8.930690091801807e-05, + 0.00010606375872157514, + 0.00012414698721840978, + 0.00014568501501344144, + 0.00018693799211177975, + 0.00037589113344438374, + 0.037701040506362915, + -0.0005050712497904897, + -0.0002376553456997499, + -0.0001347518409602344, + -8.492419146932662e-05, + -6.080873208702542e-05, + -4.8343084927182645e-05, + -3.951300459448248e-05, + -3.232410017517395e-05, + -2.6901201636064798e-05, + -2.2626341888098978e-05, + -1.9274872101959772e-05, + -1.669210359978024e-05, + -1.4276790352596436e-05, + -1.2286663150007371e-05, + -1.055574193742359e-05, + -8.982126018963754e-06, + -7.594592716486659e-06, + -6.370227765728487e-06, + -5.4300039664667565e-06, + -4.6993377509352285e-06, + -4.15252179664094e-06, + -3.72913564206101e-06, + -3.3834712667157874e-06, + -3.187484253430739e-06, + -2.97691758532892e-06, + -2.79348000731261e-06, + -2.607503802209976e-06, + -2.4286837287945673e-06, + -2.2646258912573103e-06, + -2.099398898280924e-06, + -1.9377605440240586e-06, + -1.776331259861763e-06, + -1.6218184555327753e-06, + -1.4733153648194275e-06, + -1.310015250055585e-06, + -1.1592773034863058e-06, + -1.0240275969408685e-06, + -8.978480536825373e-07, + -7.930295282676525e-07, + -6.827618221905141e-07, + -5.87347187774867e-07, + -5.269833991405903e-07, + -4.800902502211102e-07, + -4.4104655216870015e-07, + -3.8992581607999455e-07, + -3.3521189379825955e-07, + -2.766466309367388e-07, + -2.231845002143018e-07, + -1.7190696155466867e-07, + -1.2083992828593182e-07, + -6.049932466112296e-08, + -3.6757856758384833e-09, + 5.467392583113906e-08, + 1.0532074412594739e-07, + 1.5074938630732504e-07, + 1.914344238684862e-07, + 2.2751258654807316e-07, + 2.6314103251934284e-07, + 2.939625005637936e-07, + 3.202898142262711e-07, + 3.4109484658984e-07, + 3.6009882364851364e-07, + 3.773132561946113e-07, + 3.9421561837116315e-07, + 4.089126264261722e-07, + 4.205433299375727e-07, + 4.314481429901207e-07, + 4.4451272174228507e-07, + 4.561192383789603e-07, + 4.6587527435804077e-07, + 4.775054094352527e-07, + 4.873638772551203e-07, + 4.971910243511957e-07, + 5.06091566876421e-07, + 5.14475630097877e-07, + 5.219572472014988e-07, + 5.28642772223975e-07, + 5.334912316357077e-07, + 5.387838086789998e-07, + 5.428187819234154e-07, + 5.463796810545318e-07, + 5.494152333085367e-07, + 5.527833764062962e-07, + 5.564307343774999e-07, + 5.604799753200496e-07, + 5.659339308294875e-07, + 5.715566544495232e-07, + 5.769786071141425e-07, + 5.821414106321754e-07, + 5.87151589570567e-07, + 5.915884457863285e-07, + 5.957680855317449e-07, + 5.999542054269114e-07, + 6.031754082869156e-07, + 6.063297064429207e-07, + 6.095286835261504e-07, + 6.130268275228445e-07, + 6.164642059047765e-07, + 6.197100219651475e-07, + 6.222975912351103e-07, + 6.243058123800438e-07, + 6.260577265493339e-07, + 6.274726160881983e-07, + 6.286398388510861e-07, + 6.297109962360992e-07, + 6.304550197455683e-07, + 6.313273956948251e-07, + 6.319687031464127e-07, + 6.324887067421514e-07, + 6.330711812552181e-07, + 6.337318723126373e-07, + 6.342647225210385e-07, + 6.349401928673615e-07, + 6.356400490403757e-07, + 6.364206228681724e-07, + 6.37212224319228e-07, + 6.378950843100029e-07, + 6.385345159287681e-07, + 6.39124266399449e-07, + 6.395940772563335e-07, + 6.399399126166827e-07, + 6.40284042674466e-07, + 6.40584630673402e-07, + 6.408968147297855e-07, + 6.411975732589781e-07, + 6.414788913389202e-07, + 6.418910061256611e-07, + 6.422164915420581e-07, + 6.425057677006407e-07, + 6.427231937777833e-07, + 6.429279437725199e-07, + 6.431159818021115e-07, + 6.432459258576273e-07, + 6.4333261207139e-07, + 6.433937755900843e-07, + 6.434124202314706e-07, + 6.433829753405007e-07, + 6.43293844859727e-07, + 6.431534984585596e-07, + 6.429635277527268e-07, + 6.427196126423951e-07, + 6.424444904951088e-07, + 6.421556122404581e-07, + 6.41804035694804e-07, + 6.414578592739417e-07, + 6.410411401702731e-07, + 6.406024795069243e-07, + 6.401093628483068e-07, + 6.396018648047175e-07, + 6.39098516330705e-07, + 6.385173492162721e-07, + 6.378956527441915e-07, + 6.371740823851724e-07, + 6.365568765431817e-07, + 6.358809514495078e-07, + 6.35251183211949e-07, + 6.34557750345266e-07, + 6.338486286949774e-07, + 6.332477937576186e-07, + 6.32659975963179e-07, + 6.319426688605745e-07, + 6.311829565674998e-07, + 6.303365012172435e-07, + 6.294392278505256e-07, + 6.285435460995359e-07, + 6.275907935560099e-07, + 6.265742626965221e-07, + 6.255348807826522e-07, + 6.246092425499228e-07, + 6.237991101443185e-07, + 6.230920917005278e-07, + 6.224688604561379e-07, + 6.21816639068129e-07, + 6.212007406247722e-07, + 6.206391276464274e-07, + 6.200206712492218e-07, + 6.193302510837384e-07, + 6.185501320032927e-07, + 6.176769602461718e-07, + 6.167421702230058e-07, + 6.157463303679833e-07, + 6.147890871943673e-07, + 6.137768764347129e-07, + 6.128311724751256e-07, + 6.119184376984776e-07, + 6.109771675255615e-07, + 6.099493248257204e-07, + 6.090112947276793e-07, + 6.081584160710918e-07, + 6.072132805456931e-07, + 6.062525699235266e-07, + 6.053616061763023e-07, + 6.044793394721637e-07, + 6.034978241586941e-07, + 6.025082370797463e-07, + 6.015986286911357e-07, + 6.006900434840645e-07, + 5.999010568302765e-07, + 5.990968929836527e-07, + 5.982923312330968e-07, + 5.975933277113654e-07, + 5.969497465230234e-07, + 5.961390456832305e-07, + 5.954399284746614e-07, + 5.945582870481303e-07, + 5.93599509102205e-07, + 5.926203243689088e-07, + 5.915460405958584e-07, + 5.904980184823216e-07, + 5.893651859878446e-07, + 5.883250082661107e-07, + 5.874715611753345e-07, + 5.867092340849922e-07, + 5.859986345058132e-07, + 5.85365341976285e-07, + 5.848431783306296e-07, + 5.843485837431217e-07, + 5.838606398356205e-07, + 5.83296070999495e-07, + 5.828351845593716e-07, + 5.822985826853255e-07, + 5.817649935124791e-07, + 5.81187578063691e-07, + 5.806185185974755e-07, + 5.800167173219961e-07, + 5.792337560706073e-07, + 5.783263077319134e-07, + 5.773330826741585e-07, + 5.76248623929132e-07, + 5.752004881287576e-07, + 5.740917572438775e-07, + 5.728624614675937e-07, + 5.717043336517236e-07, + 5.70642384900566e-07, + 5.69837027342146e-07, + 5.690988587048196e-07, + 5.684406119144114e-07, + 5.677670174009108e-07, + 5.672071097251319e-07, + 5.666962579198298e-07, + 5.661275395141274e-07, + 5.653569132846314e-07, + 5.643752842843242e-07, + 5.632756483464618e-07, + 5.621675995826081e-07, + 5.611406095340499e-07, + 5.599740120487695e-07, + 5.588514113696874e-07, + 5.579653361564851e-07, + 5.573043608819717e-07, + 5.567777634496451e-07, + 5.562439469031233e-07, + 5.556696009989537e-07, + 5.551571007345046e-07, + 5.546680768020451e-07, + 5.541136829378956e-07, + 5.535139848689141e-07, + 5.528629571927013e-07, + 5.522442165784014e-07, + 5.515703378478065e-07, + 5.508176172952517e-07, + 5.50048923741997e-07, + 5.491862111739465e-07, + 5.484596385940677e-07, + 5.475318403114215e-07, + 5.465907975121809e-07, + 5.456957978822174e-07, + 5.447967623695149e-07, + 5.438424750536797e-07, + 5.428297527032555e-07, + 5.416783892542298e-07, + 5.405882461673173e-07, + 5.394682602855028e-07, + 5.384156906984572e-07, + 5.374907345867541e-07, + 5.366334789869143e-07, + 5.35865012807335e-07, + 5.352144398784731e-07, + 5.346361149349832e-07, + 5.340814368537394e-07, + 5.33536820057634e-07, + 5.330130079528317e-07, + 5.324569087861164e-07, + 5.31943726400641e-07, + 5.314077498042025e-07, + 5.30756551597733e-07, + 5.300091743265511e-07, + 5.291864795253787e-07, + 5.284616690914845e-07, + 5.278612320580578e-07, + 5.271892860037042e-07, + 5.266076641419204e-07, + 5.261246656118601e-07, + 5.257386987977952e-07, + 5.25424354691495e-07, + 5.248071488495043e-07, + 5.241138865130779e-07, + 5.234186915004102e-07, + 5.227615247349604e-07, + 5.221281185185944e-07, + 5.21542688147747e-07, + 5.212220344219531e-07, + 5.209330424804648e-07, + 5.207550088925927e-07, + 5.204659601076855e-07, + 5.200907935432042e-07, + 5.196646384320047e-07, + 5.192344474380661e-07, + 5.188498448660539e-07, + 5.183673010833445e-07, + 5.179708182367904e-07, + 5.175653541300562e-07, + 5.170356871531112e-07, + 5.164845902072557e-07, + 5.15813098900253e-07, + 5.151788968760229e-07, + 5.144541432855476e-07, + 5.13617635533592e-07, + 5.127951112626761e-07, + 5.119951538290479e-07, + 5.112934786666301e-07, + 5.106844014335366e-07, + 5.101275633023761e-07, + 5.095658934806124e-07, + 5.09171172780043e-07, + 5.087576369078306e-07, + 5.083734322397504e-07, + 5.079109541838989e-07, + 5.074570594842953e-07, + 5.070416477792605e-07, + 5.065743948762247e-07, + 5.059786758465634e-07, + 5.053562972534564e-07, + 5.04797810663149e-07, + 5.041216013523808e-07, + 5.033239176555071e-07, + 5.024916163165472e-07, + 5.01778629313776e-07, + 5.011017378819815e-07, + 5.003764727007365e-07, + 4.998075269213587e-07, + 4.993817697140912e-07, + 4.99026157285698e-07, + 4.987394959243829e-07, + 4.984186148249137e-07, + 4.981341135135153e-07, + 4.977636649527994e-07, + 4.973703084942827e-07, + 4.969891733708209e-07, + 4.966187816535239e-07, + 4.962648176842777e-07, + 4.958802151122654e-07, + 4.953397478857369e-07, + 4.947153797729698e-07, + 4.940646931572701e-07, + 4.933795025863219e-07, + 4.927053964820516e-07, + 4.921009235658858e-07, + 4.916353759654157e-07, + 4.912957365377224e-07, + 4.908630444333539e-07, + 4.90400736907759e-07, + 4.899446253148199e-07, + 4.895621259493055e-07, + 4.89078786358732e-07, + 4.885490056949493e-07, + 4.881009090240696e-07, + 4.876977754975087e-07, + 4.872923113907746e-07, + 4.868541054747766e-07, + 4.865192977376864e-07, + 4.861882416662411e-07, + 4.85807277073036e-07, + 4.85336784095125e-07, + 4.847761374549009e-07, + 4.842769385504653e-07, + 4.837228289034101e-07, + 4.831334194932424e-07, + 4.825927248930384e-07, + 4.820001890948333e-07, + 4.814347676074249e-07, + 4.808731546290801e-07, + 4.803624733540346e-07, + 4.798379791282059e-07, + 4.793750463250035e-07, + 4.790092020812153e-07, + 4.784729412676825e-07, + 4.779482765115972e-07, + 4.774120725414832e-07, + 4.767846917275165e-07, + 4.761745913128834e-07, + 4.75554429613112e-07, + 4.7507577960459457e-07, + 4.7456200036322116e-07, + 4.7402090785908513e-07, + 4.734744152301573e-07, + 4.72891173330936e-07, + 4.7220461851793516e-07, + 4.7147236159617023e-07, + 4.706643039753544e-07, + 4.698707414263481e-07, + 4.691282242674788e-07, + 4.6835771172482055e-07, + 4.6764398575760424e-07, + 4.6681316234753467e-07, + 4.660936951950134e-07, + 4.654166048112529e-07, + 4.646846321065823e-07, + 4.6388402097363723e-07, + 4.6301889256028517e-07, + 4.6223240701692703e-07, + 4.61523256944929e-07, + 4.607966275216313e-07, + 4.600420595579635e-07, + 4.592687048443622e-07, + 4.5849733965042105e-07, + 4.5777156287840626e-07, + 4.5699687234446174e-07, + 4.5618097033184313e-07, + 4.5542734028458653e-07, + 4.546991760889796e-07, + 4.540313511824934e-07, + 4.533797266503825e-07, + 4.52660970040597e-07, + 4.519280594195152e-07, + 4.5126768100089976e-07, + 4.5062603248879896e-07, + 4.4998043335908733e-07, + 4.493528535931546e-07, + 4.4876259153170395e-07, + 4.481919404497603e-07, + 4.4752667349712283e-07, + 4.4690401068692154e-07, + 4.462098104340839e-07, + 4.454976760825957e-07, + 4.4480410110736557e-07, + 4.441493217655079e-07, + 4.43532627514287e-07, + 4.429066677857918e-07, + 4.423021380262071e-07, + 4.4179290625834255e-07, + 4.41232828052307e-07, + 4.4062514348297555e-07, + 4.399703641411179e-07, + 4.394060511003772e-07, + 4.3881021838387824e-07, + 4.3825755824400403e-07, + 4.3765052737398946e-07, + 4.370158421806991e-07, + 4.3636012492243026e-07, + 4.355856049187423e-07, + 4.3484772049851017e-07, + 4.3404378402556176e-07, + 4.333306833359529e-07, + 4.326774956098234e-07, + 4.3205983502048184e-07, + 4.314982788855559e-07, + 4.3089806922580465e-07, + 4.3033139718318125e-07, + 4.2977006842193077e-07, + 4.291464676953183e-07, + 4.285224122213549e-07, + 4.2792154886228673e-07, + 4.273155980172305e-07, + 4.267360225185257e-07, + 4.261561628027266e-07, + 4.255765020388935e-07, + 4.2496094465604983e-07, + 4.243175908413832e-07, + 4.237284656483098e-07, + 4.2314522374908847e-07, + 4.225675525049155e-07, + 4.220620724026958e-07, + 4.215726505663042e-07, + 4.211481439142517e-07, + 4.206586083910224e-07, + 4.201213528176595e-07, + 4.195904921289184e-07, + 4.1909089532055077e-07, + 4.186096873581846e-07, + 4.18203597973843e-07, + 4.1782999460338033e-07, + 4.1744348777683626e-07, + 4.17078098280399e-07, + 4.1678725892779767e-07, + 4.164578797372087e-07, + 4.1614080714680313e-07, + 4.1577428078198864e-07, + 4.1536588923918316e-07, + 4.149219705595897e-07, + 4.143943783674331e-07, + 4.1382335780326684e-07, + 4.1316806687063945e-07, + 4.1260670968767954e-07, + 4.120652192796115e-07, + 4.115076421840058e-07, + 4.1098894598690094e-07, + 4.1045632315217517e-07, + 4.099454713468731e-07, + 4.0940045664683566e-07, + 4.088168736871012e-07, + 4.0827598013493116e-07, + 4.0765564790490316e-07, + 4.070074908213428e-07, + 4.063839753598586e-07, + 4.0582537508271344e-07, + 4.0527302758164296e-07, + 4.0465519646204484e-07, + 4.040371663904807e-07, + 4.034829999000067e-07, + 4.030229945328756e-07, + 4.0254599298350513e-07, + 4.0204196238846635e-07, + 4.016146988305991e-07, + 4.012150895960076e-07, + 4.008709879599337e-07, + 4.00452677240537e-07, + 4.0000654166760796e-07, + 3.996632074176887e-07, + 3.993090444964764e-07, + 3.9894328551781655e-07, + 3.9857590650171915e-07, + 3.982469820584811e-07, + 3.9790367623027123e-07, + 3.9750685232320393e-07, + 3.970739896885789e-07, + 3.9663299844505673e-07, + 3.9612450564163737e-07, + 3.9561714970659523e-07, + 3.951199119001103e-07, + 3.9457316347579763e-07, + 3.940205033359234e-07, + 3.9341261981462594e-07, + 3.9284537933781394e-07, + 3.9231656501215184e-07, + 3.918129323210451e-07, + 3.912834642960661e-07, + 3.9074600977073715e-07, + 3.9025422893246287e-07, + 3.8980570593594166e-07, + 3.8927146306377836e-07, + 3.8880696706655726e-07, + 3.8832504856145533e-07, + 3.8789693235230516e-07, + 3.8746148334212194e-07, + 3.8701136872987263e-07, + 3.865256985591259e-07, + 3.860154151880124e-07, + 3.8552309433725895e-07, + 3.849711163184111e-07, + 3.8445676864284906e-07, + 3.8393656609514437e-07, + 3.835188238099363e-07, + 3.830983530406229e-07, + 3.8270445656962693e-07, + 3.8231502230701153e-07, + 3.818661014065583e-07, + 3.814267302004737e-07, + 3.809736313087342e-07, + 3.8046701433813723e-07, + 3.7991242152202176e-07, + 3.793316807332303e-07, + 3.7882338688177697e-07, + 3.7834522004231985e-07, + 3.7784062101309246e-07, + 3.7743706116089015e-07, + 3.770540217828966e-07, + 3.7661772012143047e-07, + 3.7620171156049764e-07, + 3.7583555467790575e-07, + 3.7546274711530714e-07, + 3.7499836480492377e-07, + 3.745741992133844e-07, + 3.742284206964541e-07, + 3.738375653483672e-07, + 3.733738083155913e-07, + 3.7283635379026236e-07, + 3.7236736716295127e-07, + 3.7186873669270426e-07, + 3.713298610819038e-07, + 3.707899907112733e-07, + 3.702953108586371e-07, + 3.6981947459935327e-07, + 3.69358531315811e-07, + 3.6890747878715047e-07, + 3.6848513218501466e-07, + 3.6809706216445193e-07, + 3.6767985989172303e-07, + 3.6724614460581506e-07, + 3.667890666747553e-07, + 3.6630814292948344e-07, + 3.6580439655153896e-07, + 3.652682494248438e-07, + 3.647220410130103e-07, + 3.641659986897139e-07, + 3.636750705027225e-07, + 3.63168283001869e-07, + 3.626453803917684e-07, + 3.620911286361661e-07, + 3.615919581534399e-07, + 3.611043268847425e-07, + 3.6053199892194243e-07, + 3.5992195535072824e-07, + 3.593452220229665e-07, + 3.5885116744793777e-07, + 3.5836157508128963e-07, + 3.5787073215942655e-07, + 3.574279787699197e-07, + 3.5703754974747426e-07, + 3.566777024843759e-07, + 3.563010579910042e-07, + 3.5587578395279706e-07, + 3.554613954293018e-07, + 3.5502210948834545e-07, + 3.5464455550027196e-07, + 3.542770343756274e-07, + 3.538713144735084e-07, + 3.5349978588783415e-07, + 3.53144969267305e-07, + 3.527293870320136e-07, + 3.52312270024413e-07, + 3.5188239166927815e-07, + 3.514825550610112e-07, + 3.511093495944806e-07, + 3.506904704408953e-07, + 3.5025414035771973e-07, + 3.498448677419219e-07, + 3.4937860959871614e-07, + 3.4888225286522356e-07, + 3.48404057604057e-07, + 3.4794078374034143e-07, + 3.4745883681353007e-07, + 3.469619400675583e-07, + 3.464752467152721e-07, + 3.4604241250235646e-07, + 3.456060824191809e-07, + 3.4516332902967406e-07, + 3.4474155086172686e-07, + 3.443562661686883e-07, + 3.440045759361965e-07, + 3.435755218106351e-07, + 3.4319387509640364e-07, + 3.4281202943020617e-07, + 3.4240753166159266e-07, + 3.419961842610064e-07, + 3.416291463054222e-07, + 3.4129482173739234e-07, + 3.409145961086324e-07, + 3.4055634046126215e-07, + 3.402029165044951e-07, + 3.39878084787415e-07, + 3.39519516501241e-07, + 3.391561449461733e-07, + 3.387870037840912e-07, + 3.383921125532652e-07, + 3.3799742027440516e-07, + 3.375893413704034e-07, + 3.3720434089445916e-07, + 3.3684639788589266e-07, + 3.364604594935372e-07, + 3.360436551247403e-07, + 3.356962565703725e-07, + 3.3536014143464854e-07, + 3.3502163887533243e-07, + 3.346835910633672e-07, + 3.3439161484238866e-07, + 3.341215801810904e-07, + 3.338125225127442e-07, + 3.335082396915823e-07, + 3.3318897862955055e-07, + 3.328383115785982e-07, + 3.32426964178012e-07, + 3.320043617804913e-07, + 3.316355048355035e-07, + 3.3124186415989243e-07, + 3.308172722427116e-07, + 3.304037079487898e-07, + 3.299922752830753e-07, + 3.295660064850381e-07, + 3.29157046508044e-07, + 3.2871855637495173e-07, + 3.2830780583026353e-07, + 3.278842370946222e-07, + 3.274759023952356e-07, + 3.27069813010894e-07, + 3.2666267202330346e-07, + 3.262397001435602e-07, + 3.2581945674792223e-07, + 3.2540134498049156e-07, + 3.2501321811650996e-07, + 3.24644219062975e-07, + 3.242688819682371e-07, + 3.239108536945423e-07, + 3.2353116807826154e-07, + 3.231315020002512e-07, + 3.227297042940336e-07, + 3.223672990770865e-07, + 3.22027517540846e-07, + 3.216894981505902e-07, + 3.213874606444733e-07, + 3.211397370250779e-07, + 3.2088669854601903e-07, + 3.206113774467667e-07, + 3.2034824926086003e-07, + 3.200973992534273e-07, + 3.19849220886681e-07, + 3.1955744361766847e-07, + 3.1928229304867273e-07, + 3.1898036922939355e-07, + 3.186623303008673e-07, + 3.182978502991318e-07, + 3.1793058496987214e-07, + 3.1755172358316486e-07, + 3.1719068260827044e-07, + 3.1683771339885425e-07, + 3.164846873460192e-07, + 3.161508459470497e-07, + 3.1584056614519795e-07, + 3.15528552619071e-07, + 3.1520789889327716e-07, + 3.148952600895427e-07, + 3.1458878879675467e-07, + 3.142782816212275e-07, + 3.140061437534314e-07, + 3.137395481189742e-07, + 3.13452744649112e-07, + 3.131568178105226e-07, + 3.128380114958418e-07, + 3.125240084500547e-07, + 3.1220491791827953e-07, + 3.1186775117930665e-07, + 3.1151878943092015e-07, + 3.111271666966786e-07, + 3.107683710368292e-07, + 3.1039803616295103e-07, + 3.099835907960369e-07, + 3.0961393804318504e-07, + 3.0926631211514177e-07, + 3.08951143779268e-07, + 3.086402102780994e-07, + 3.082701311996061e-07, + 3.0793290761721437e-07, + 3.075201107094472e-07, + 3.0709915677107347e-07, + 3.0669195894006407e-07, + 3.0627219871348643e-07, + 3.0590933874918846e-07, + 3.0557842478629027e-07, + 3.052686565752083e-07, + 3.0495235137095733e-07, + 3.046490917313349e-07, + 3.0437016107498494e-07, + 3.0407429107981443e-07, + 3.03735504303404e-07, + 3.034149642644479e-07, + 3.031637447747926e-07, + 3.028775381608284e-07, + 3.0258584615694417e-07, + 3.022987016265688e-07, + 3.0202335210560705e-07, + 3.01747917319517e-07, + 3.014873186657496e-07, + 3.012213198871905e-07, + 3.009411955190444e-07, + 3.006677502526145e-07, + 3.003872279805364e-07, + 3.0010656359991117e-07, + 2.9975441862006846e-07, + 2.9943061008452787e-07, + 2.991107521665981e-07, + 2.9878154350626573e-07, + 2.9850730243197177e-07, + 2.9821939051544177e-07, + 2.9794946954098123e-07, + 2.977035933326988e-07, + 2.974709900627204e-07, + 2.9720575867031584e-07, + 2.969145498354919e-07, + 2.966069985177455e-07, + 2.9627759090544714e-07, + 2.95940935757244e-07, + 2.955688103156717e-07, + 2.9520762723223015e-07, + 2.948553401438403e-07, + 2.944939296867233e-07, + 2.941721106708428e-07, + 2.9383411970229645e-07, + 2.935036320650397e-07, + 2.931899132363469e-07, + 2.9291848591128655e-07, + 2.9263927103784226e-07, + 2.9236292675705045e-07, + 2.9215016184025444e-07, + 2.9194836770329857e-07, + 2.917187202911009e-07, + 2.9146738711460785e-07, + 2.9122136879777827e-07, + 2.909925740368635e-07, + 2.9074078611301957e-07, + 2.9047296834505687e-07, + 2.9020196734563797e-07, + 2.899316768889548e-07, + 2.89650643026107e-07, + 2.893528403546952e-07, + 2.890599546390149e-07, + 2.887674384055572e-07, + 2.884753484977409e-07, + 2.881750731376087e-07, + 2.8790046258109214e-07, + 2.8762949000338267e-07, + 2.873380253731739e-07, + 2.870245339181565e-07, + 2.8673429142145324e-07, + 2.8644609528782894e-07, + 2.8614837788154546e-07, + 2.858655534510035e-07, + 2.8556712550198426e-07, + 2.8527097128971945e-07, + 2.84976096054379e-07, + 2.846904862963129e-07, + 2.8442994448596437e-07, + 2.841296975475416e-07, + 2.838660861925746e-07, + 2.835833470271609e-07, + 2.832967993526836e-07, + 2.829967229445174e-07, + 2.826898253260879e-07, + 2.8242729399607924e-07, + 2.8216462055752345e-07, + 2.819222686412104e-07, + 2.816834125951573e-07, + 2.814252582084009e-07, + 2.81204904695187e-07, + 2.8100873805669835e-07, + 2.8079736580366443e-07, + 2.8054751055606175e-07, + 2.802867697937472e-07, + 2.8003449870084296e-07, + 2.797622471462091e-07, + 2.794674855977064e-07, + 2.791720987715962e-07, + 2.7890226306226396e-07, + 2.7864845719705045e-07, + 2.784110506581783e-07, + 2.781646344374167e-07, + 2.7791659817921754e-07, + 2.776725978037575e-07, + 2.774162339846953e-07, + 2.7717092621060146e-07, + 2.769019147308427e-07, + 2.766556121969188e-07, + 2.764020905487996e-07, + 2.7613813813331944e-07, + 2.759012147635076e-07, + 2.7564615834307915e-07, + 2.754140098204516e-07, + 2.75132265414868e-07, + 2.748347185388411e-07, + 2.7455186568658974e-07, + 2.7425807047620765e-07, + 2.739827493769553e-07, + 2.736878741416149e-07, + 2.7336776042830024e-07, + 2.730816675011738e-07, + 2.7282644055048877e-07, + 2.725472256770445e-07, + 2.7229052079746907e-07, + 2.72043081395168e-07, + 2.7179075345884485e-07, + 2.7152537995789316e-07, + 2.7125821588924737e-07, + 2.709970488012914e-07, + 2.7073357955487154e-07, + 2.704637438455393e-07, + 2.7022392146136553e-07, + 2.700086838558491e-07, + 2.697848060506658e-07, + 2.695763612337032e-07, + 2.6935109076475783e-07, + 2.6910927886092395e-07, + 2.6885342663263145e-07, + 2.686085736058885e-07, + 2.6836002575691964e-07, + 2.6811707698470855e-07, + 2.6787199658429017e-07, + 2.676459018857713e-07, + 2.674265999758063e-07, + 2.671996242042951e-07, + 2.669789012088586e-07, + 2.667705416570243e-07, + 2.6656923068912874e-07, + 2.663547320480575e-07, + 2.6615455794853915e-07, + 2.659848234998208e-07, + 2.6577239964353794e-07, + 2.655368973591976e-07, + 2.6530474883657007e-07, + 2.6505270511734125e-07, + 2.647517476361827e-07, + 2.644258643158537e-07, + 2.6410549480715417e-07, + 2.6377978201708174e-07, + 2.634549218782922e-07, + 2.631319375723251e-07, + 2.6284021714673145e-07, + 2.625650665777357e-07, + 2.6231251126773714e-07, + 2.620521115659358e-07, + 2.618283474475902e-07, + 2.616208405470388e-07, + 2.6141353259845346e-07, + 2.612227092413377e-07, + 2.6102466677002667e-07, + 2.608271643111948e-07, + 2.606321629627928e-07, + 2.6042403078463394e-07, + 2.6020231302936736e-07, + 2.599504398403951e-07, + 2.596715944491734e-07, + 2.594107684217306e-07, + 2.59142495906417e-07, + 2.588689653748588e-07, + 2.5861004360194784e-07, + 2.583543334822025e-07, + 2.581070077667391e-07, + 2.5785939783418144e-07, + 2.576075530669186e-07, + 2.5736733277881285e-07, + 2.5714496132422937e-07, + 2.569293542364903e-07, + 2.5670519221421273e-07, + 2.5649327994869964e-07, + 2.562964596108941e-07, + 2.5609364229239873e-07, + 2.558997209689551e-07, + 2.5570105322003656e-07, + 2.5553322302585e-07, + 2.5536266434755817e-07, + 2.5517570634292497e-07, + 2.5500190758975805e-07, + 2.5481409693384194e-07, + 2.546164239447535e-07, + 2.544051653785573e-07, + 2.5420357019356743e-07, + 2.539905210596771e-07, + 2.537819625558768e-07, + 2.5357510935464234e-07, + 2.533654139824648e-07, + 2.53166660968418e-07, + 2.529631331071869e-07, + 2.527441154143162e-07, + 2.5253964963667386e-07, + 2.5235399903067446e-07, + 2.5218284349648457e-07, + 2.5199102537953877e-07, + 2.5179286922139e-07, + 2.515979815598257e-07, + 2.5138461978713167e-07, + 2.5116634105870617e-07, + 2.5095505407080054e-07, + 2.507568126475235e-07, + 2.5057443053810857e-07, + 2.504044971374242e-07, + 2.5023911121024867e-07, + 2.500500499991176e-07, + 2.4984200308608706e-07, + 2.4962588440757827e-07, + 2.494047635082097e-07, + 2.4918762164816144e-07, + 2.4896777972571726e-07, + 2.4877306259440957e-07, + 2.4857993707882997e-07, + 2.4838982426445e-07, + 2.4819161126288236e-07, + 2.4797492415018496e-07, + 2.47760908678174e-07, + 2.4753452976256085e-07, + 2.4728035441512475e-07, + 2.4702600853743206e-07, + 2.46759555011522e-07, + 2.4649915530972066e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.006830273661762476, + 0.006028273608535528, + 0.005318496376276016, + 0.0048399255611002445, + 0.004573156125843525, + 0.004565464798361063, + 0.004487954080104828, + 0.004831025842577219, + 0.0051583158783614635, + 0.005360295530408621, + 0.0058326865546405315, + 0.006753852590918541, + 0.008037535473704338, + 0.00942191667854786, + 0.011069970205426216, + 0.014225398190319538, + 0.028670361265540123, + 2.8817930221557617, + -0.03866748884320259, + -0.018225055187940598, + -0.010357716120779514, + -0.0065474738366901875, + -0.004702880047261715, + -0.0037490346003323793, + -0.00307275983504951, + -0.0025219384115189314, + -0.002106224186718464, + -0.0017783351941034198, + -0.001521113677881658, + -0.0013227553572505713, + -0.0011371225118637085, + -0.0009840464917942882, + -0.0008507933234795928, + -0.0007294107927009463, + -0.0006222793599590659, + -0.0005276466836221516, + -0.0004548915312625468, + -0.0003982811758760363, + -0.00035585821024142206, + -0.0003229645953979343, + -0.0002960697456728667, + -0.00028077297611162066, + -0.0002643139159772545, + -0.00024995370768010616, + -0.00023537245579063892, + -0.00022133033780846745, + -0.0002084269217448309, + -0.00019541043729986995, + -0.00018265553808305413, + -0.00016989547293633223, + -0.00015764051931910217, + -0.0001458417100366205, + -0.0001328440266661346, + -0.0001208238973049447, + -0.00011001800157828256, + -9.991659317165613e-05, + -9.150785626843572e-05, + -8.264304051408544e-05, + -7.494044984923676e-05, + -7.005647785263136e-05, + -6.625369860557839e-05, + -6.30800859653391e-05, + -5.8914985856972635e-05, + -5.444638736662455e-05, + -4.965142943547107e-05, + -4.526318298303522e-05, + -4.1043276723939925e-05, + -3.682074384414591e-05, + -3.18178535962943e-05, + -2.7093263270216994e-05, + -2.2227541194297373e-05, + -1.7991209460888058e-05, + -1.4179223398969043e-05, + -1.0753949027275667e-05, + -7.706057658651844e-06, + -4.678026471083285e-06, + -2.0489007965807104e-06, + 2.0543265577543934e-07, + 1.9939432149840286e-06, + 3.6342685234558303e-06, + 5.12635142513318e-06, + 6.5976946643786505e-06, + 7.882744284870569e-06, + 8.904326932679396e-06, + 9.869243513094261e-06, + 1.1030783753085416e-05, + 1.2067761417711154e-05, + 1.2943816727783997e-05, + 1.3993581887916662e-05, + 1.4888199075357988e-05, + 1.578489718667697e-05, + 1.6601661627646536e-05, + 1.737777165544685e-05, + 1.8074511899612844e-05, + 1.870097366918344e-05, + 1.9158194845658727e-05, + 1.9660574253066443e-05, + 2.0046152712893672e-05, + 2.038878301391378e-05, + 2.0682948161265813e-05, + 2.101172140100971e-05, + 2.137148294423241e-05, + 2.1773959815618582e-05, + 2.232034421467688e-05, + 2.2888252715347335e-05, + 2.3440532459062524e-05, + 2.3971053451532498e-05, + 2.4490607756888494e-05, + 2.495509215805214e-05, + 2.5398427169420756e-05, + 2.5847004508250393e-05, + 2.6195890313829295e-05, + 2.6541330953477882e-05, + 2.6895731934928335e-05, + 2.7287962439004332e-05, + 2.7678261176333763e-05, + 2.8051683329977095e-05, + 2.8353510060696863e-05, + 2.859202868421562e-05, + 2.880328247556463e-05, + 2.8976593966945074e-05, + 2.9121965781087056e-05, + 2.9257693313411437e-05, + 2.935369047918357e-05, + 2.9468406864907593e-05, + 2.955442323582247e-05, + 2.96256421279395e-05, + 2.970750574604608e-05, + 2.9802529752487317e-05, + 2.9881053706048988e-05, + 2.998318086611107e-05, + 3.0091912776697427e-05, + 3.0216737286536954e-05, + 3.0347278880071826e-05, + 3.046365236514248e-05, + 3.0577026336686686e-05, + 3.068564546993002e-05, + 3.077577639487572e-05, + 3.0845130822854117e-05, + 3.091753023909405e-05, + 3.098417801083997e-05, + 3.1057472369866446e-05, + 3.113270940957591e-05, + 3.120823384961113e-05, + 3.132850906695239e-05, + 3.1432431569555774e-05, + 3.153488432872109e-05, + 3.162182474625297e-05, + 3.171646312694065e-05, + 3.182042564731091e-05, + 3.19109603879042e-05, + 3.199403727194294e-05, + 3.209174610674381e-05, + 3.218926940462552e-05, + 3.229880167054944e-05, + 3.241641752538271e-05, + 3.2526117138331756e-05, + 3.2629566703690216e-05, + 3.272980029578321e-05, + 3.2819305488374084e-05, + 3.289609230705537e-05, + 3.297475632280111e-05, + 3.3040527341654524e-05, + 3.3108564821304753e-05, + 3.317069786135107e-05, + 3.3231724955840036e-05, + 3.3286891266470775e-05, + 3.333515633130446e-05, + 3.3384461858076975e-05, + 3.343174103065394e-05, + 3.348046448081732e-05, + 3.3517470001243055e-05, + 3.3553431421751156e-05, + 3.3583128242753446e-05, + 3.3612039260333404e-05, + 3.36380981025286e-05, + 3.365746306371875e-05, + 3.3673994039418176e-05, + 3.3691845601424575e-05, + 3.370808553881943e-05, + 3.372344872332178e-05, + 3.373704385012388e-05, + 3.374811421963386e-05, + 3.375741289346479e-05, + 3.37648561981041e-05, + 3.377009852556512e-05, + 3.377314715180546e-05, + 3.377416942385025e-05, + 3.377371103852056e-05, + 3.377218672540039e-05, + 3.376948370714672e-05, + 3.376594395376742e-05, + 3.3761869417503476e-05, + 3.375649976078421e-05, + 3.37495694111567e-05, + 3.3740969229256734e-05, + 3.373026993358508e-05, + 3.3717715268721804e-05, + 3.3703217923175544e-05, + 3.3688254916341975e-05, + 3.367139652254991e-05, + 3.365471275174059e-05, + 3.363775249454193e-05, + 3.3619642636040226e-05, + 3.3598968002479523e-05, + 3.357931200298481e-05, + 3.3560751035111025e-05, + 3.353944339323789e-05, + 3.351706618559547e-05, + 3.349567123223096e-05, + 3.3473876101197675e-05, + 3.344896686030552e-05, + 3.342342461110093e-05, + 3.3399370295228437e-05, + 3.3374792110407725e-05, + 3.335298242745921e-05, + 3.333029962959699e-05, + 3.330715844640508e-05, + 3.328668753965758e-05, + 3.326750811538659e-05, + 3.324309000163339e-05, + 3.322169141029008e-05, + 3.319429379189387e-05, + 3.316406218800694e-05, + 3.31327501044143e-05, + 3.309793828520924e-05, + 3.306353391963057e-05, + 3.302588811493479e-05, + 3.29909089487046e-05, + 3.296201248303987e-05, + 3.2935913623077795e-05, + 3.2911320886341855e-05, + 3.2889180147321895e-05, + 3.287073923274875e-05, + 3.285310958744958e-05, + 3.2835552701726556e-05, + 3.28150563291274e-05, + 3.279824886703864e-05, + 3.2778512832010165e-05, + 3.27587295032572e-05, + 3.273715265095234e-05, + 3.271572495577857e-05, + 3.2692900276742876e-05, + 3.266299609094858e-05, + 3.2628093322273344e-05, + 3.2589639886282384e-05, + 3.254751209169626e-05, + 3.2506541174370795e-05, + 3.246292544645257e-05, + 3.2414274755865335e-05, + 3.236817428842187e-05, + 3.232565359212458e-05, + 3.229322828701697e-05, + 3.226334592909552e-05, + 3.2236559491138905e-05, + 3.2209078199230134e-05, + 3.218611891497858e-05, + 3.216506593162194e-05, + 3.214152093278244e-05, + 3.210945942555554e-05, + 3.2068437576526776e-05, + 3.202227526344359e-05, + 3.197555633960292e-05, + 3.193217344232835e-05, + 3.188268601661548e-05, + 3.183486114721745e-05, + 3.179696432198398e-05, + 3.176858081133105e-05, + 3.1745879823574796e-05, + 3.172278229612857e-05, + 3.169783667544834e-05, + 3.167549584759399e-05, + 3.1654151825932786e-05, + 3.162986467941664e-05, + 3.1603503884980455e-05, + 3.157479295623489e-05, + 3.154741716571152e-05, + 3.1517505703959614e-05, + 3.148398900520988e-05, + 3.1449653761228547e-05, + 3.141108027193695e-05, + 3.137849853374064e-05, + 3.133676727884449e-05, + 3.1294319342123345e-05, + 3.125383227597922e-05, + 3.1213046895572916e-05, + 3.1169642170425504e-05, + 3.112345439149067e-05, + 3.107080192421563e-05, + 3.1020910682855174e-05, + 3.0969520594226196e-05, + 3.0921099096303806e-05, + 3.0878443794790655e-05, + 3.08388116536662e-05, + 3.080319947912358e-05, + 3.077297878917307e-05, + 3.0746050470042974e-05, + 3.0720206268597394e-05, + 3.069477679673582e-05, + 3.067026045755483e-05, + 3.064417978748679e-05, + 3.0620056350016966e-05, + 3.059480877709575e-05, + 3.056407149415463e-05, + 3.052872125408612e-05, + 3.0489731216221116e-05, + 3.045535777346231e-05, + 3.0426828743657097e-05, + 3.0394841814995743e-05, + 3.036710222659167e-05, + 3.0344021070050076e-05, + 3.0325541956699453e-05, + 3.0310462534544058e-05, + 3.0280811188276857e-05, + 3.0247487302403897e-05, + 3.0214008802431636e-05, + 3.0182311093085445e-05, + 3.015170841536019e-05, + 3.012337583641056e-05, + 3.0107830752967857e-05, + 3.0093799068708904e-05, + 3.0085140679148026e-05, + 3.007106170116458e-05, + 3.0052780857658945e-05, + 3.0031987989787012e-05, + 3.0010962291271426e-05, + 2.999213756993413e-05, + 2.996848343173042e-05, + 2.9949022064101882e-05, + 2.9929089578217827e-05, + 2.99030161841074e-05, + 2.98758786811959e-05, + 2.9842767617083155e-05, + 2.981145189551171e-05, + 2.9775615985272452e-05, + 2.973420669150073e-05, + 2.9693432225030847e-05, + 2.965372368635144e-05, + 2.9618851840496063e-05, + 2.9588543839054182e-05, + 2.9560829716501758e-05, + 2.953283728857059e-05, + 2.9513144909287803e-05, + 2.949248482764233e-05, + 2.9473265385604464e-05, + 2.9450109650497325e-05, + 2.942735591204837e-05, + 2.940650847449433e-05, + 2.938305442512501e-05, + 2.9353117497521453e-05, + 2.932180359493941e-05, + 2.9293678380781785e-05, + 2.9259579605422914e-05, + 2.9219319912954234e-05, + 2.917726305895485e-05, + 2.914119977504015e-05, + 2.9106924557709135e-05, + 2.907019734266214e-05, + 2.9041353627690114e-05, + 2.90197494905442e-05, + 2.900168692576699e-05, + 2.8987111363676377e-05, + 2.897077865782194e-05, + 2.895628313126508e-05, + 2.893739474529866e-05, + 2.8917334930156358e-05, + 2.8897880838485435e-05, + 2.887895425374154e-05, + 2.8860853490186855e-05, + 2.8841168386861682e-05, + 2.88134760921821e-05, + 2.8781463697669096e-05, + 2.874806523323059e-05, + 2.8712871426250786e-05, + 2.867824150598608e-05, + 2.864716043404769e-05, + 2.862320252461359e-05, + 2.8605711122509092e-05, + 2.858341031242162e-05, + 2.855956154235173e-05, + 2.8536012905533426e-05, + 2.8516251404653303e-05, + 2.8491254852269776e-05, + 2.8463859052862972e-05, + 2.8440668756957166e-05, + 2.8419790396583267e-05, + 2.8398771974025294e-05, + 2.8376041882438585e-05, + 2.8358661438687705e-05, + 2.8341461074887775e-05, + 2.8321654099272564e-05, + 2.829719232977368e-05, + 2.8268021196709014e-05, + 2.824202601914294e-05, + 2.821315501932986e-05, + 2.818242137436755e-05, + 2.815420702972915e-05, + 2.812326420098543e-05, + 2.809372017509304e-05, + 2.80643562291516e-05, + 2.8037653464707546e-05, + 2.8010214009555057e-05, + 2.7985977794742212e-05, + 2.7966807465418242e-05, + 2.7938691346207634e-05, + 2.791116821754258e-05, + 2.7883021175512113e-05, + 2.7850062906509265e-05, + 2.7818012313218787e-05, + 2.7785416023107246e-05, + 2.7760243028751574e-05, + 2.7733203751267865e-05, + 2.7704711101250723e-05, + 2.767591468000319e-05, + 2.7645164664136246e-05, + 2.760894494713284e-05, + 2.757029142230749e-05, + 2.752763612079434e-05, + 2.7485722966957837e-05, + 2.744648008956574e-05, + 2.7405736545915715e-05, + 2.73679725069087e-05, + 2.7323987524141558e-05, + 2.7285876058158465e-05, + 2.724998921621591e-05, + 2.7211193810217083e-05, + 2.7168738597538322e-05, + 2.7122838218929246e-05, + 2.708108331717085e-05, + 2.7043415684602223e-05, + 2.700479672057554e-05, + 2.6964673452312127e-05, + 2.6923526093014516e-05, + 2.6882464226218872e-05, + 2.6843828891287558e-05, + 2.680257057363633e-05, + 2.6759091269923374e-05, + 2.6718913431977853e-05, + 2.6680070732254535e-05, + 2.6644429453881457e-05, + 2.6609632186591625e-05, + 2.6571235139272176e-05, + 2.6532079573371448e-05, + 2.649678208399564e-05, + 2.646246866788715e-05, + 2.6427926059113815e-05, + 2.6394334781798534e-05, + 2.636272256495431e-05, + 2.6332145353080705e-05, + 2.629648042784538e-05, + 2.626308378239628e-05, + 2.6225852707284503e-05, + 2.618763937789481e-05, + 2.6150404664804228e-05, + 2.6115236323676072e-05, + 2.6082099793711677e-05, + 2.6048446670756675e-05, + 2.6015932235168293e-05, + 2.598853097879328e-05, + 2.5958395781344734e-05, + 2.5925683075911365e-05, + 2.5890420147334225e-05, + 2.5860015739453956e-05, + 2.5827897843555547e-05, + 2.5798091883189045e-05, + 2.5765340978978202e-05, + 2.5731083951541223e-05, + 2.56956755038118e-05, + 2.5653855118434876e-05, + 2.561399196565617e-05, + 2.5570545403752476e-05, + 2.5531990104354918e-05, + 2.5496659873169847e-05, + 2.5463235942879692e-05, + 2.5432836991967633e-05, + 2.540033165132627e-05, + 2.5369643481099047e-05, + 2.5339231797261164e-05, + 2.530543497414328e-05, + 2.5271599952247925e-05, + 2.5239005481125787e-05, + 2.5206125428667292e-05, + 2.517466236895416e-05, + 2.514317020541057e-05, + 2.511167804186698e-05, + 2.5078237740672193e-05, + 2.5043273126357235e-05, + 2.5011240722960792e-05, + 2.497951572877355e-05, + 2.4948081772890873e-05, + 2.492056773917284e-05, + 2.4893915906432085e-05, + 2.4870791094144806e-05, + 2.4844124709488824e-05, + 2.4814849894028157e-05, + 2.4785909772617742e-05, + 2.4758664949331433e-05, + 2.4732415113248862e-05, + 2.471025254635606e-05, + 2.46898562181741e-05, + 2.4668748665135354e-05, + 2.464878707542084e-05, + 2.463289820298087e-05, + 2.4614901121822186e-05, + 2.4597566152806394e-05, + 2.457752088957932e-05, + 2.4555178242735565e-05, + 2.4530882001272403e-05, + 2.45020000875229e-05, + 2.4470729840686545e-05, + 2.4434832084807567e-05, + 2.440408024995122e-05, + 2.437440889480058e-05, + 2.43438444158528e-05, + 2.4315400878549553e-05, + 2.4286186089739203e-05, + 2.4258151825051755e-05, + 2.422823672532104e-05, + 2.419619522697758e-05, + 2.4166500224964693e-05, + 2.413243055343628e-05, + 2.4096820197883062e-05, + 2.4062554075499065e-05, + 2.4031844077399e-05, + 2.4001466954359785e-05, + 2.3967480956343934e-05, + 2.3933471311465837e-05, + 2.3902966859168373e-05, + 2.3877646526671015e-05, + 2.3851382138673216e-05, + 2.38236207223963e-05, + 2.3800081180525012e-05, + 2.3778058675816283e-05, + 2.3759088435326703e-05, + 2.3736020011710934e-05, + 2.3711410904070362e-05, + 2.369246976741124e-05, + 2.367293018323835e-05, + 2.3652743038837798e-05, + 2.363246130698826e-05, + 2.361429505981505e-05, + 2.359533027629368e-05, + 2.3573402359033935e-05, + 2.3549475372419693e-05, + 2.3525093638454564e-05, + 2.349697933823336e-05, + 2.3468923245673068e-05, + 2.3441416487912647e-05, + 2.3411163056152873e-05, + 2.3380573111353442e-05, + 2.3346916350419633e-05, + 2.3315502403420396e-05, + 2.328620757907629e-05, + 2.325831155758351e-05, + 2.322897307749372e-05, + 2.3199185307021253e-05, + 2.3171922293840908e-05, + 2.3147051251726225e-05, + 2.3117416276363656e-05, + 2.3091644834494218e-05, + 2.306489841430448e-05, + 2.304113149875775e-05, + 2.301695894857403e-05, + 2.299196603416931e-05, + 2.2964992240304127e-05, + 2.2936643290449865e-05, + 2.290928750880994e-05, + 2.2878608433529735e-05, + 2.2850010282127187e-05, + 2.282107925566379e-05, + 2.2797848941991106e-05, + 2.2774462195229717e-05, + 2.2752547010895796e-05, + 2.273087557114195e-05, + 2.2705884475726634e-05, + 2.2681419068248942e-05, + 2.265618422825355e-05, + 2.2627960788668133e-05, + 2.259705615870189e-05, + 2.2564698156202212e-05, + 2.253636921523139e-05, + 2.2509713744511828e-05, + 2.2481575797428377e-05, + 2.24590676225489e-05, + 2.2437698135036044e-05, + 2.241334914288018e-05, + 2.2390129743143916e-05, + 2.2369695216184482e-05, + 2.234888233942911e-05, + 2.232295082649216e-05, + 2.229926030850038e-05, + 2.2279942641034722e-05, + 2.2258102035266347e-05, + 2.2232185074244626e-05, + 2.2202137188287452e-05, + 2.217591281805653e-05, + 2.214803134847898e-05, + 2.2117894332041033e-05, + 2.2087695469963364e-05, + 2.206001772719901e-05, + 2.2033385903341696e-05, + 2.20075853576418e-05, + 2.1982328689773567e-05, + 2.1958674551569857e-05, + 2.1936944904155098e-05, + 2.1913578166277148e-05, + 2.188927828683518e-05, + 2.186366509704385e-05, + 2.18367076740833e-05, + 2.180846786359325e-05, + 2.177840178774204e-05, + 2.1747766368207522e-05, + 2.1716574337915517e-05, + 2.1689034838345833e-05, + 2.16605985770002e-05, + 2.1631252820952795e-05, + 2.1600140826194547e-05, + 2.1572115656454116e-05, + 2.1544732589973137e-05, + 2.151258559024427e-05, + 2.147831219190266e-05, + 2.1445910533657297e-05, + 2.1418150936369784e-05, + 2.1390633264672942e-05, + 2.136304283339996e-05, + 2.133814814442303e-05, + 2.1316189304343425e-05, + 2.129594940925017e-05, + 2.127475818269886e-05, + 2.125082755810581e-05, + 2.1227509932941757e-05, + 2.1202788047958165e-05, + 2.118153679475654e-05, + 2.11608439713018e-05, + 2.1137995645403862e-05, + 2.111706999130547e-05, + 2.10970792977605e-05, + 2.1073661628179252e-05, + 2.105015482811723e-05, + 2.1025925889261998e-05, + 2.1003388610552065e-05, + 2.098234836012125e-05, + 2.0958726963726804e-05, + 2.0934117856086232e-05, + 2.0911031242576428e-05, + 2.088472137984354e-05, + 2.0856710762018338e-05, + 2.082972787320614e-05, + 2.0803579900530167e-05, + 2.077637327602133e-05, + 2.0748315364471637e-05, + 2.072083043458406e-05, + 2.0696381398011e-05, + 2.0671730453614146e-05, + 2.0646710254368372e-05, + 2.0622872398234904e-05, + 2.0601097276085056e-05, + 2.0581219359883107e-05, + 2.0556963136186823e-05, + 2.0535382645903155e-05, + 2.0513789422693662e-05, + 2.0490906535997055e-05, + 2.046763438556809e-05, + 2.0446865164558403e-05, + 2.0427947674761526e-05, + 2.040642903011758e-05, + 2.0386149117257446e-05, + 2.036614023381844e-05, + 2.0347746612969786e-05, + 2.0327437596279196e-05, + 2.0306855731178075e-05, + 2.0285940991016105e-05, + 2.0263563783373684e-05, + 2.024120112764649e-05, + 2.021807449636981e-05, + 2.0196250261506066e-05, + 2.0175957615720108e-05, + 2.015407517319545e-05, + 2.0130437405896373e-05, + 2.0110730474698357e-05, + 2.0091662008780986e-05, + 2.0072460756637156e-05, + 2.0053279513376765e-05, + 2.0036710338899866e-05, + 2.0021385353174992e-05, + 2.000383938138839e-05, + 1.998656262003351e-05, + 1.996843275264837e-05, + 1.9948516637668945e-05, + 1.992514808080159e-05, + 1.99011446966324e-05, + 1.988018811971415e-05, + 1.9857820007018745e-05, + 1.983369111258071e-05, + 1.9810182493529283e-05, + 1.9786790289799683e-05, + 1.9762554074986838e-05, + 1.9739294657483697e-05, + 1.9714361769729294e-05, + 1.9691000488819554e-05, + 1.9666906155180186e-05, + 1.9643675841507502e-05, + 1.9620567400124855e-05, + 1.9597397113102488e-05, + 1.9573320969357155e-05, + 1.9549395801732317e-05, + 1.9525587049429305e-05, + 1.950348996615503e-05, + 1.9482477000565268e-05, + 1.9461100237094797e-05, + 1.944070572790224e-05, + 1.9419074305915274e-05, + 1.939630055858288e-05, + 1.9373403119971044e-05, + 1.9352746676304378e-05, + 1.933337807713542e-05, + 1.9314111341373064e-05, + 1.9296890968689695e-05, + 1.9282764696981758e-05, + 1.926833465404343e-05, + 1.9252629499533214e-05, + 1.9237619198975153e-05, + 1.9223307390348054e-05, + 1.9209142919862643e-05, + 1.9192493709851988e-05, + 1.9176790374331176e-05, + 1.915955544973258e-05, + 1.9141400116495788e-05, + 1.9120590877719223e-05, + 1.909961792989634e-05, + 1.9077981050941162e-05, + 1.905735734908376e-05, + 1.9037195670534857e-05, + 1.901702671602834e-05, + 1.899795279314276e-05, + 1.8980223103426397e-05, + 1.8962391550303437e-05, + 1.8944061594083905e-05, + 1.8926188204204664e-05, + 1.8908664060290903e-05, + 1.8890907085733488e-05, + 1.8875345631386153e-05, + 1.886009704321623e-05, + 1.8843693396775052e-05, + 1.882676406239625e-05, + 1.8808525055646896e-05, + 1.879055707831867e-05, + 1.877229442470707e-05, + 1.875299494713545e-05, + 1.8733022443484515e-05, + 1.8710605218075216e-05, + 1.869006155175157e-05, + 1.866885577328503e-05, + 1.864511978055816e-05, + 1.862394856289029e-05, + 1.8604032447910868e-05, + 1.8585978978080675e-05, + 1.856816015788354e-05, + 1.8546956198406406e-05, + 1.8527631254983135e-05, + 1.8503973478800617e-05, + 1.8479842765373178e-05, + 1.8456499674357474e-05, + 1.8432430806569755e-05, + 1.841162156779319e-05, + 1.83926458703354e-05, + 1.837487616285216e-05, + 1.8356733562541194e-05, + 1.833933674788568e-05, + 1.832333509810269e-05, + 1.8306358469999395e-05, + 1.8286917111254297e-05, + 1.8268521671416238e-05, + 1.8254098904435523e-05, + 1.8237667973153293e-05, + 1.822092235670425e-05, + 1.8204436855739914e-05, + 1.8188626199844293e-05, + 1.8172810086980462e-05, + 1.8157841623178683e-05, + 1.8142562112188898e-05, + 1.8126467693946324e-05, + 1.81107570824679e-05, + 1.8094635379384272e-05, + 1.8078508219332434e-05, + 1.8058271962217987e-05, + 1.8039660062640905e-05, + 1.802127189876046e-05, + 1.8002345314016566e-05, + 1.7986574675887823e-05, + 1.7970020053326152e-05, + 1.7954493159777485e-05, + 1.7940354155143723e-05, + 1.792697366909124e-05, + 1.7911715985974297e-05, + 1.789496309356764e-05, + 1.7877266145660542e-05, + 1.7858308638096787e-05, + 1.783893458195962e-05, + 1.7817514162743464e-05, + 1.7796723113860935e-05, + 1.77764413820114e-05, + 1.775563578121364e-05, + 1.773710573615972e-05, + 1.771764254954178e-05, + 1.769860682543367e-05, + 1.7680536984698847e-05, + 1.7664900951785967e-05, + 1.764881562849041e-05, + 1.7632894014241174e-05, + 1.7620634025661275e-05, + 1.7609005226404406e-05, + 1.7595770259504206e-05, + 1.7581283827894367e-05, + 1.7567102986504324e-05, + 1.755391167534981e-05, + 1.753939432092011e-05, + 1.7523951100884005e-05, + 1.7508324162918143e-05, + 1.749273724271916e-05, + 1.7476526409154758e-05, + 1.7459349692217074e-05, + 1.7442453099647537e-05, + 1.742557651596144e-05, + 1.7408723579137586e-05, + 1.7391394067090005e-05, + 1.7375547031406313e-05, + 1.735990917950403e-05, + 1.734308352752123e-05, + 1.7324988220934756e-05, + 1.7308233509538695e-05, + 1.7291591575485654e-05, + 1.727439848764334e-05, + 1.7258063962799497e-05, + 1.7240827219211496e-05, + 1.722372144286055e-05, + 1.7206688426085748e-05, + 1.7190190192195587e-05, + 1.7175138054881245e-05, + 1.7157790352939628e-05, + 1.714255631668493e-05, + 1.7126214515883476e-05, + 1.710965261736419e-05, + 1.709230855340138e-05, + 1.7074569768738e-05, + 1.7059392121154815e-05, + 1.704420537862461e-05, + 1.7030191884259693e-05, + 1.7016378478729166e-05, + 1.7001448213704862e-05, + 1.6988702554954216e-05, + 1.6977353880065493e-05, + 1.6965126633294858e-05, + 1.6950672943494283e-05, + 1.6935588064370677e-05, + 1.692099067440722e-05, + 1.6905234588193707e-05, + 1.688817428657785e-05, + 1.6871077605173923e-05, + 1.685545612417627e-05, + 1.6840765965753235e-05, + 1.682701986283064e-05, + 1.681275352893863e-05, + 1.679839078860823e-05, + 1.6784260878921486e-05, + 1.676941246842034e-05, + 1.6755204342189245e-05, + 1.6739621059969068e-05, + 1.672535108809825e-05, + 1.671066456765402e-05, + 1.669537232373841e-05, + 1.668164441070985e-05, + 1.6666863302816637e-05, + 1.6653408238198608e-05, + 1.6637079170322977e-05, + 1.661982969380915e-05, + 1.6603431504336186e-05, + 1.6586400306550786e-05, + 1.6570436855545267e-05, + 1.655334017414134e-05, + 1.6534777387278154e-05, + 1.6518186384928413e-05, + 1.6503383449162357e-05, + 1.6487187167513184e-05, + 1.6472295101266354e-05, + 1.645793963689357e-05, + 1.6443300410173833e-05, + 1.642790448386222e-05, + 1.6412399418186396e-05, + 1.639724177948665e-05, + 1.6381953173549846e-05, + 1.6366291674785316e-05, + 1.6352367310901172e-05, + 1.6339872672688216e-05, + 1.6326872355421074e-05, + 1.6314770618919283e-05, + 1.6301690266118385e-05, + 1.628764766792301e-05, + 1.6272788343485445e-05, + 1.6258569303317927e-05, + 1.6244131984421983e-05, + 1.623001844563987e-05, + 1.6215779396588914e-05, + 1.6202646293095313e-05, + 1.6189904272323474e-05, + 1.6176716599147767e-05, + 1.616388908587396e-05, + 1.6151780073414557e-05, + 1.6140078514581546e-05, + 1.6127611161209643e-05, + 1.611597508599516e-05, + 1.610610524949152e-05, + 1.6093756130430847e-05, + 1.6080064597190358e-05, + 1.6066565876826644e-05, + 1.6051910279202275e-05, + 1.6034406144171953e-05, + 1.6015452274587005e-05, + 1.599681854713708e-05, + 1.5977870134520344e-05, + 1.5958972653606907e-05, + 1.5940182493068278e-05, + 1.5923207683954388e-05, + 1.590719875821378e-05, + 1.589250132383313e-05, + 1.587734732311219e-05, + 1.5864325177972205e-05, + 1.5852245269343257e-05, + 1.584017627465073e-05, + 1.5829067706363276e-05, + 1.5817538951523602e-05, + 1.580604111950379e-05, + 1.5794685168657452e-05, + 1.5782565242261626e-05, + 1.5769654055475257e-05, + 1.575498390593566e-05, + 1.5738740330561996e-05, + 1.5723549950052984e-05, + 1.5707921193097718e-05, + 1.569198866491206e-05, + 1.567690196679905e-05, + 1.566200444358401e-05, + 1.5647592590539716e-05, + 1.563316436659079e-05, + 1.5618485122104175e-05, + 1.5604484360665083e-05, + 1.5591522242175415e-05, + 1.557895666337572e-05, + 1.5565889043500647e-05, + 1.5553534467471763e-05, + 1.5542060282314196e-05, + 1.5530235032201745e-05, + 1.55189263750799e-05, + 1.5507339412579313e-05, + 1.5497551430598833e-05, + 1.5487605196540244e-05, + 1.547670217405539e-05, + 1.5466563127120025e-05, + 1.545560735394247e-05, + 1.5444073142134584e-05, + 1.5431747669936158e-05, + 1.5419984265463427e-05, + 1.540755147289019e-05, + 1.539538243378047e-05, + 1.538331162009854e-05, + 1.537107164040208e-05, + 1.5359471944975667e-05, + 1.5347590306191705e-05, + 1.5334802810684778e-05, + 1.532286660221871e-05, + 1.5312025425373577e-05, + 1.53020337165799e-05, + 1.5290832379832864e-05, + 1.527926178823691e-05, + 1.5267880371538922e-05, + 1.525541847513523e-05, + 1.5242668268911075e-05, + 1.5230326425808016e-05, + 1.5218745829770342e-05, + 1.5208089280349668e-05, + 1.5198161236185115e-05, + 1.5188496945484076e-05, + 1.5177450222836342e-05, + 1.5165293916652445e-05, + 1.515266194473952e-05, + 1.5139738025027327e-05, + 1.5127046026464086e-05, + 1.511419759481214e-05, + 1.5102816178114153e-05, + 1.5091526620381046e-05, + 1.5080411685630679e-05, + 1.5068822904140688e-05, + 1.505615273345029e-05, + 1.5043638086353894e-05, + 1.5030399481474888e-05, + 1.501553470006911e-05, + 1.500065718573751e-05, + 1.4985074813012034e-05, + 1.4969843505241442e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 0.892310619354248, + 1.0, + 1.0, + 1.0, + -7.988228797912598, + 1.0, + 0.796087920665741, + 0.540716290473938, + 1.0, + 1.0, + 0.9813764691352844, + 0.7547446489334106, + 0.8490474224090576, + 1.0, + 1.0, + 0.9504953026771545, + 0.7437700033187866, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8798187971115112, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.980896532535553, + 0.9631079435348511, + 0.899303138256073, + 0.9037168025970459, + 0.9335748553276062, + 0.6283872127532959, + 1.0, + 0.9483692049980164, + 1.0, + 1.0, + 0.9991493225097656, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989450573921204, + 1.0, + 0.9169250726699829, + 1.0, + 0.9551050066947937, + 0.6861189007759094, + 0.8264652490615845, + 0.8783963918685913, + 1.0, + 1.0, + 1.0, + 0.984501302242279, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9558626413345337, + 0.9825772047042847, + 0.9772512316703796, + 0.9636121392250061, + 1.0, + 0.9378346800804138, + 0.9204753041267395, + 0.8449825048446655, + 0.9711336493492126, + 0.9609816670417786, + 1.0, + 0.9206399917602539, + 0.8335875868797302, + 0.9840167760848999, + 1.0, + 0.9376746416091919, + 0.8841849565505981, + 1.0, + 0.8943758606910706, + 1.0, + 0.9541068077087402, + 0.9912225008010864, + 0.9378717541694641, + 0.9373693466186523, + 0.7576922178268433, + 1.0, + 0.7944010496139526, + 0.916937530040741, + 0.884405255317688, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9351856112480164, + 0.993933916091919, + 1.0, + 0.8113090991973877, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8445679545402527, + 0.8191494941711426, + 0.9187812805175781, + 0.8493070006370544, + 0.8664067983627319, + 0.9633141160011292, + 0.7284753322601318, + 1.0, + 0.7717872858047485, + 0.8507440090179443, + 1.0, + 1.0, + 0.8506470918655396, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9238688945770264, + 1.0, + 0.9927184581756592, + 0.8590848445892334, + 0.7951076030731201, + 1.0, + 0.9509857892990112, + 1.0, + 1.0, + 1.0, + 1.0, + 0.901738166809082, + 1.0, + 0.884970486164093, + 1.0, + 1.0, + 0.9118576645851135, + 0.9600489139556885, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9900139570236206, + 1.0, + 1.0, + 0.9501135349273682, + 0.9121129512786865, + 1.0, + 0.8901985287666321, + 1.0, + 0.9756237268447876, + 1.0, + 0.9696159958839417, + 0.9392008185386658, + 1.0, + 1.0, + 1.0, + 0.8257397413253784, + 1.0, + 0.9028573632240295, + 1.0, + 0.995806872844696, + 0.8251450657844543, + 0.9525529146194458, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9843980073928833, + 1.0, + 1.0, + 1.0, + 0.8821479082107544, + 0.8652252554893494, + 0.8612761497497559, + 0.8688631653785706, + 1.0, + 0.9311691522598267, + 0.8989696502685547, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9567732214927673, + 1.0, + 0.9305280447006226, + 0.9607343077659607, + 1.0, + 1.0, + 0.9098691344261169, + 0.9054065346717834, + 1.0, + 1.0, + 0.9245532751083374, + 0.986784815788269, + 1.0, + 1.0, + 0.9174066781997681, + 0.9963082671165466, + 0.8657234907150269, + 1.0, + 0.9970656633377075, + 0.8652865886688232, + 0.9160968661308289, + 1.0, + 0.8593636751174927, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9768157005310059, + 1.0, + 0.9198154807090759, + 0.8205761909484863, + 0.8917706608772278, + 0.9299417734146118, + 0.8884427547454834, + 0.8210833072662354, + 0.9424929618835449, + 0.9817546010017395, + 1.0, + 0.8126004934310913, + 1.0, + 0.9905038475990295, + 1.0, + 0.9823790788650513, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9692862033843994, + 1.0, + 1.0, + 0.9464304447174072, + 0.9204193353652954, + 0.7596917152404785, + 0.9165274500846863, + 0.8911001086235046, + 1.0, + 0.8298724293708801, + 0.9103579521179199, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9304628968238831, + 1.0, + 0.9669557809829712, + 0.7918844819068909, + 0.7465746402740479, + 0.7959314584732056, + 1.0, + 1.0, + 0.8911704421043396, + 0.9524620175361633, + 1.0, + 1.0, + 1.0, + 0.9503603577613831, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8436433672904968, + 1.0, + 1.0, + 0.9540465474128723, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9518505334854126, + 1.0, + 0.9445582032203674, + 0.8824095726013184, + 0.9297512769699097, + 0.8985874056816101, + 0.8478102087974548, + 0.8894198536872864, + 0.9590930938720703, + 0.9818047285079956, + 0.9616068601608276, + 1.0, + 0.9228570461273193, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8831719160079956, + 0.8295241594314575, + 1.0, + 0.866477370262146, + 0.8306410908699036, + 0.7984722256660461, + 0.8133324980735779, + 1.0, + 1.0, + 1.0, + 0.9468309879302979, + 0.9651511907577515, + 0.9255089163780212, + 0.5474430322647095, + 0.8997458815574646, + 0.6146141290664673, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8935998678207397, + 1.0, + 0.8214244246482849, + 1.0, + 1.0, + 1.0, + 1.0, + 0.946343183517456, + 1.0, + 1.0, + 0.9868662357330322, + 0.9759553670883179, + 0.8796260952949524, + 0.8698874115943909, + 0.9155205488204956, + 1.0, + 0.7030493021011353, + 1.0, + 0.9290674328804016, + 1.0, + 0.9817538261413574, + 0.915492057800293, + 1.0, + 1.0, + 1.0, + 0.8987199664115906, + 1.0, + 1.0, + 1.0, + 0.8595293760299683, + 0.9520450234413147, + 1.0, + 0.7863620519638062, + 0.7490179538726807, + 0.8353372812271118, + 0.8056901097297668, + 1.0, + 0.88625168800354, + 1.0, + 1.0, + 0.969125509262085, + 0.9719758629798889, + 0.9556534886360168, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.986697256565094, + 0.8989834189414978, + 0.7714047431945801, + 0.7299572229385376, + 1.0, + 1.0, + 0.9875209331512451, + 0.8391462564468384, + 1.0, + 1.0, + 0.8469765186309814, + 0.900195300579071, + 1.0, + 1.0, + 0.7644780278205872, + 0.988895833492279, + 1.0, + 1.0, + 1.0, + 0.8920379281044006, + 1.0, + 1.0, + 0.9193336963653564, + 1.0, + 0.9564050436019897, + 0.9953293204307556, + 0.9111853241920471, + 1.0, + 0.884182870388031, + 0.7910617589950562, + 1.0, + 0.9802244305610657, + 1.0, + 1.0, + 0.9750564694404602, + 1.0, + 0.7734828591346741, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9863856434822083, + 0.9396851062774658, + 1.0, + 0.9300187230110168, + 1.0, + 0.8697532415390015, + 0.9445054531097412, + 1.0, + 1.0, + 1.0, + 0.9135169386863708, + 0.905439019203186, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9448797702789307, + 1.0, + 1.0, + 0.9278665781021118, + 0.9703613519668579, + 0.9206591844558716, + 0.9792662262916565, + 1.0, + 1.0, + 0.904591977596283, + 0.9749855995178223, + 1.0, + 0.9753081202507019, + 0.943639874458313, + 0.9695549011230469, + 1.0, + 0.9392820596694946, + 1.0, + 1.0, + 0.977969229221344, + 0.9476937055587769, + 0.9451353549957275, + 1.0, + 0.9690634608268738, + 0.8447741866111755, + 1.0, + 1.0, + 1.0, + 0.8647367358207703, + 1.0, + 0.9304072856903076, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9572803378105164, + 1.0, + 0.891298770904541, + 0.9198301434516907, + 0.9491239786148071, + 0.912146270275116, + 1.0, + 0.9472207427024841, + 0.9937200546264648, + 1.0, + 1.0, + 0.9664029479026794, + 1.0, + 0.9597304463386536, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9191389083862305, + 0.993456244468689, + 0.9937946796417236, + 0.8777254819869995, + 0.9708053469657898, + 0.8693767786026001, + 1.0, + 1.0, + 0.9911518692970276, + 0.9437756538391113, + 0.9657636284828186, + 0.8458067774772644, + 0.9216089248657227, + 1.0, + 0.9470012187957764, + 0.7968634366989136, + 1.0, + 0.9637888669967651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8599482178688049, + 0.9677712321281433, + 1.0, + 0.9332630634307861, + 1.0, + 0.9621171355247498, + 1.0, + 1.0, + 0.9300979375839233, + 1.0, + 1.0, + 0.9660757780075073, + 0.899285078048706, + 0.9922834038734436, + 1.0, + 1.0, + 0.9000592231750488, + 0.832626461982727, + 1.0, + 1.0, + 0.8499450087547302, + 0.9373751282691956, + 0.862686276435852, + 1.0, + 1.0, + 0.7712549567222595, + 1.0, + 1.0, + 1.0, + 0.8968914151191711, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.983153760433197, + 1.0, + 1.0, + 1.0, + 0.9368281364440918, + 0.9356807470321655, + 0.9555585980415344, + 1.0, + 1.0, + 0.9181420803070068, + 0.914630651473999, + 1.0, + 0.8722068667411804, + 1.0, + 0.890863835811615, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9679425358772278, + 1.0, + 0.9352685809135437, + 1.0, + 0.8054502010345459, + 1.0, + 0.9390872716903687, + 0.9909607768058777, + 1.0, + 0.9815585017204285, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8785914778709412, + 0.9438595771789551, + 1.0, + 0.8021873235702515, + 0.9513769745826721, + 1.0, + 0.9559760689735413, + 0.8822998404502869, + 1.0, + 1.0, + 0.9159925580024719, + 0.8171457052230835, + 1.0, + 1.0, + 1.0, + 0.8756368160247803, + 1.0, + 1.0, + 1.0, + 0.919691801071167, + 0.9652503132820129, + 0.971773087978363, + 0.9816800951957703, + 0.9390995502471924, + 0.921221911907196, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8863767981529236, + 1.0, + 1.0, + 1.0, + 0.9041116833686829, + 0.9804685711860657, + 1.0, + 1.0, + 0.9498223662376404, + 0.8601366877555847, + 0.994605541229248, + 1.0, + 0.9051437377929688, + 0.8844387531280518, + 0.92399662733078, + 1.0, + 1.0, + 0.9773673415184021, + 1.0, + 0.8618900775909424, + 0.9758610725402832, + 1.0, + 0.9181147813796997, + 0.957432210445404, + 1.0, + 1.0, + 1.0, + 0.9328511357307434, + 0.9359902143478394, + 1.0, + 1.0, + 0.9408840537071228, + 1.0, + 1.0, + 0.9669854640960693, + 0.9724037051200867, + 1.0, + 1.0, + 0.9832212924957275, + 0.8925969004631042, + 1.0, + 1.0, + 0.9558115601539612, + 0.9161646366119385, + 0.9151674509048462, + 1.0, + 0.8921986818313599, + 1.0, + 1.0, + 1.0, + 0.8949488401412964, + 0.9131572842597961, + 1.0, + 0.9447952508926392, + 0.9890033006668091, + 0.9212501645088196, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9462669491767883, + 0.9322665929794312, + 1.0, + 1.0, + 0.8358914256095886, + 0.969986617565155, + 1.0, + 1.0, + 0.865548849105835, + 0.9265293478965759, + 1.0, + 0.9865066409111023, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8755375146865845, + 1.0, + 1.0, + 0.9774304628372192, + 0.9980844259262085, + 1.0, + 0.9627261161804199, + 1.0, + 0.9400326609611511, + 1.0, + 0.9673420190811157, + 0.9978308081626892, + 1.0, + 1.0, + 0.997008204460144, + 0.9984009861946106, + 0.9312619566917419, + 0.9536704421043396, + 1.0, + 0.9566154479980469, + 1.0, + 1.0, + 1.0, + 0.9047864675521851, + 0.9402652978897095, + 0.9973412156105042, + 0.8957494497299194, + 0.8217594027519226, + 1.0, + 1.0, + 0.9573490023612976, + 0.9549960494041443, + 0.9911903142929077, + 1.0, + 0.9449926018714905, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9558827877044678, + 0.980514645576477, + 1.0, + 0.9482827186584473, + 0.9316799640655518, + 1.0, + 1.0, + 0.977505087852478, + 0.9826614260673523, + 1.0, + 0.8784497380256653, + 0.9815372824668884, + 1.0, + 1.0, + 1.0, + 0.9875246286392212, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9191675186157227, + 1.0, + 1.0, + 0.8949199914932251, + 0.9433268904685974, + 0.9090636968612671, + 0.9892218708992004, + 1.0, + 0.9139562249183655, + 1.0, + 1.0, + 0.9708508253097534, + 1.0, + 0.8674982786178589, + 0.914546012878418, + 0.9387930035591125, + 1.0, + 0.961284339427948, + 0.9218999147415161, + 1.0, + 1.0, + 0.9487343430519104, + 0.7856768369674683, + 1.0, + 1.0, + 0.9866950511932373, + 0.9610504508018494, + 1.0, + 0.9482550024986267, + 1.0, + 1.0, + 0.9783670902252197, + 1.0, + 1.0, + 1.0, + 0.9223068952560425, + 0.9906212091445923, + 1.0, + 0.8351833820343018, + 1.0, + 0.9397647976875305, + 0.912743330001831, + 0.947801947593689, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9738264679908752, + 0.978706955909729, + 1.0, + 0.893218457698822, + 1.0, + 0.980728030204773, + 0.9519726634025574, + 0.8674461841583252, + 1.0, + 0.9921684861183167, + 0.7714464068412781, + 0.9499041438102722, + 1.0, + 1.0, + 0.9807697534561157, + 0.9318599104881287, + 1.0, + 1.0, + 1.0, + 0.999673068523407, + 1.0, + 1.0, + 0.98603355884552, + 1.0, + 1.0, + 1.0, + 0.9168137907981873, + 0.9891757965087891, + 1.0, + 1.0, + 0.9283441305160522, + 0.9956344962120056, + 1.0, + 0.9525040984153748, + 1.0, + 0.9951759576797485, + 0.998382031917572, + 0.9710484743118286, + 0.9144774079322815, + 1.0, + 0.8802958726882935, + 1.0, + 1.0, + 1.0, + 1.0, + 0.857714056968689, + 1.0, + 0.9247384667396545, + 0.9877284169197083, + 1.0, + 0.8553722500801086, + 0.8918185234069824, + 1.0, + 1.0, + 1.0, + 0.9697736501693726, + 1.0, + 1.0, + 1.0, + 0.9159702062606812, + 0.9427722096443176, + 0.9375415444374084, + 1.0, + 1.0, + 0.9858776926994324, + 1.0, + 0.9589259624481201, + 1.0, + 0.9177390933036804, + 1.0, + 1.0, + 0.8998322486877441, + 1.0, + 0.9121655821800232, + 1.0, + 1.0, + 0.9532622694969177, + 1.0, + 0.9397925734519958, + 1.0, + 1.0, + 0.8963607549667358, + 0.8944847583770752, + 1.0, + 0.9217597842216492, + 0.966189444065094, + 1.0, + 1.0, + 1.0, + 0.9798669815063477, + 1.0, + 1.0, + 0.8910745978355408, + 0.8992136716842651, + 1.0, + 0.9327623844146729, + 1.0, + 1.0, + 1.0, + 0.9591909050941467, + 1.0, + 0.9797334671020508, + 1.0, + 0.9246169924736023, + 0.9720258712768555, + 1.0, + 0.9747245907783508, + 0.9456346035003662, + 0.9680401086807251, + 1.0, + 0.9351401925086975, + 0.8492063283920288, + 1.0, + 1.0, + 0.9878842234611511, + 1.0, + 1.0, + 1.0, + 0.9864060282707214, + 1.0, + 1.0, + 0.9975619316101074, + 0.9061508178710938, + 0.9459516406059265, + 0.9203275442123413, + 1.0, + 0.8612920045852661, + 0.9294666051864624, + 1.0, + 0.9221582412719727, + 1.0, + 0.9990641474723816, + 0.9893083572387695, + 1.0, + 1.0, + 1.0, + 1.0, + 0.937974750995636, + 1.0, + 1.0, + 0.9492135047912598, + 0.9901734590530396, + 0.9696955680847168, + 1.0, + 1.0, + 0.9560995101928711, + 0.9279802441596985, + 0.9715445041656494, + 1.0, + 0.9473270773887634, + 0.9306219816207886, + 1.0, + 0.9580619931221008, + 1.0, + 0.8461867570877075, + 1.0, + 1.0, + 0.9314265847206116, + 1.0, + 1.0, + 1.0, + 0.9563406705856323, + 1.0, + 0.9810044169425964, + 0.9937934279441833, + 1.0, + 0.9494759440422058, + 1.0, + 1.0, + 0.9354366064071655, + 0.9097262024879456, + 0.923471212387085, + 1.0, + 1.0, + 0.9853917956352234, + 1.0, + 1.0, + 0.9700634479522705, + 0.9401777982711792, + 0.921749472618103, + 0.9332612156867981, + 0.97482830286026, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9842196702957153, + 1.0, + 0.887813925743103, + 0.9937111735343933, + 0.9862135648727417, + 1.0, + 1.0, + 0.9898306727409363, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9801755547523499 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_df_eval.csv b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..ca3f2b21b51e532ab649f528abb7f046a34264d7 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_df_eval.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +1185.25,1185.25,0.95206475,1250.0,10000.0,8.0,625.0,,128.0,0.0002497952,0.1,2.878869 +2031.6,1608.425,0.95647407,1333.3334,20000.0,15.0,1250.0,,288.0,0.0002495392,0.1,2.8691578 +2155.3235,1790.7246,0.5549848,1500.0,30000.0,20.0,1875.0,,448.0,0.0002492832,0.1,2.857213 +2102.8125,1868.7466,0.7503495,1481.4814,40000.0,27.0,2500.0,,608.0,0.0002490272,0.1,2.8518405 +2166.125,1928.2223,0.55094504,1515.1515,50000.0,33.0,3125.0,,768.0,0.0002487712,0.1,2.8267627 +2218.88,1976.6652,0.5316698,1500.0,60000.0,40.0,3750.0,,928.0,0.0002485152,0.1,2.8161333 +2356.2698,2030.8944,0.3747536,1521.7391,70000.0,46.0,4375.0,,1088.0,0.0002482592,0.1,2.7760208 +2368.43,2073.0864,0.50913244,1509.434,80000.0,53.0,5000.0,,1248.0,0.0002480032,0.1,2.7459493 +2387.56,2108.028,0.4714005,1551.7241,90000.0,58.0,5625.0,,1376.0,0.0002477984,0.1,2.7723892 +2542.28,2151.4531,0.54811335,1538.4615,100000.0,65.0,6250.0,,1536.0,0.0002475424,0.1,2.699791 +2518.64,2184.8337,0.4711526,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.7056932 +2521.33,2212.8752,0.5567721,1578.9474,120000.0,76.0,7500.0,,1856.0,0.0002470304,0.1,2.689775 +2446.75,2230.8655,0.52229327,1585.3658,130000.0,82.0,8125.0,,2016.0,0.0002467744,0.1,2.6920877 +2285.72,2234.7837,0.45246497,1590.909,140000.0,88.0,8750.0,,2176.0,0.0002465184,0.1,2.6561046 +2254.42,2236.0928,0.49546403,1595.7446,150000.0,94.0,9375.0,,2336.0,0.0002462624,0.1,2.6369667 +2272.48,2238.3667,0.55139184,1600.0,160000.0,100.0,10000.0,,2496.0,0.0002460064,0.1,2.6724274 +2129.06,2231.9368,0.6369059,1588.785,170000.0,107.0,10625.0,,2656.0,0.0002457504,0.1,2.6618686 +2183.23,2229.231,0.41480446,1607.1428,180000.0,112.0,11250.0,,2784.0,0.0002455456,0.1,2.6840615 +2170.5,2226.14,0.41056132,1610.1694,190000.0,118.0,11875.0,,2944.0,0.0002452896,0.1,2.6604462 +2382.01,2233.9333,0.46475253,1612.9032,200000.0,124.0,12500.0,,3104.0,0.0002450336,0.1,2.6087232 +2419.93,2242.7903,0.44054243,1603.0535,210000.0,131.0,13125.0,,3264.0,0.0002447776,0.1,2.608862 +2439.53,2251.7332,0.33280665,1605.8394,220000.0,137.0,13750.0,,3424.0,0.0002445216,0.1,2.6471553 +2594.35,2266.6296,0.19533043,1608.3916,230000.0,143.0,14375.0,,3584.0,0.0002442656,0.1,2.658563 +2603.06,2280.6475,0.4079213,1610.7383,240000.0,149.0,15000.0,,3744.0,0.0002440096,0.1,2.6670043 +2678.97,2296.5803,0.5465738,1612.9032,250000.0,155.0,15625.0,,3904.0,0.0002437536,0.1,2.6319137 +2703.46,2312.2295,0.48103726,1614.9069,260000.0,161.0,16250.0,,4032.0,0.0002435488,0.1,2.6205223 +2709.94,2326.9597,0.15910396,1616.7665,270000.0,167.0,16875.0,,4192.0,0.0002432928,0.1,2.5978036 +2737.17,2341.6099,0.33634052,1618.4971,280000.0,173.0,17500.0,,4352.0,0.0002430368,0.1,2.5811832 +2877.98,2360.1052,0.57741475,1620.1117,290000.0,179.0,18125.0,,4512.0,0.0002427808,0.1,2.5446775 +2867.91,2377.032,0.34229776,1621.6216,300000.0,185.0,18750.0,,4672.0,0.0002425248,0.1,2.5206416 +2714.87,2387.93,0.4148439,1623.0366,310000.0,191.0,19375.0,,4832.0,0.0002422688,0.1,2.395986 +2784.08,2400.31,0.32213107,1624.3655,320000.0,197.0,20000.0,,4992.0,0.0002420128,0.1,2.5367599 +2714.79,2409.8398,0.18861744,1633.6633,330000.0,202.0,20625.0,,5152.0,0.0002417568,0.1,2.5170805 +2687.8,2418.015,0.32860267,1626.7943,340000.0,209.0,21250.0,,5312.0,0.0002415008,0.1,2.4011576 +2573.02,2422.4438,0.35307086,1627.907,350000.0,215.0,21875.0,,5440.0,0.000241296,0.1,2.4918137 +2492.77,2424.3975,0.37686172,1621.6216,360000.0,222.0,22500.0,,5600.0,0.00024104,0.1,2.3796532 +2479.05,2425.8743,0.26982844,1615.7206,370000.0,229.0,23125.0,,5760.0,0.000240784,0.1,2.5451405 +2586.3,2430.096,0.4090645,1617.0212,380000.0,235.0,23750.0,,5920.0,0.000240528,0.1,2.35638 +2751.31,2438.3323,0.23255244,1618.2572,390000.0,241.0,24375.0,,6080.0,0.000240272,0.1,2.4217215 +2714.56,2445.238,0.4004493,1619.4332,400000.0,247.0,25000.0,,6240.0,0.000240016,0.1,2.4981174 +2729.73,2452.1768,0.28625315,1614.1732,410000.0,254.0,25625.0,,6400.0,0.00023976,0.1,2.456169 +2747.97,2459.2195,0.3368298,1615.3846,420000.0,260.0,26250.0,,6560.0,0.000239504,0.1,2.4133978 +2746.11,2465.8914,0.28441596,1622.6415,430000.0,265.0,26875.0,,6688.0,0.0002392992,0.1,2.5181715 +2718.84,2471.6404,0.3305152,1623.6162,440000.0,271.0,27500.0,,6848.0,0.0002390432,0.1,2.510129 +2684.82,2476.3777,0.30736765,1624.5487,450000.0,277.0,28125.0,,7008.0,0.0002387872,0.1,2.4758923 +2608.43,2479.2483,0.19688122,1625.4417,460000.0,283.0,28750.0,,7168.0,0.0002385312,0.1,2.4582226 +2595.77,2481.7275,0.18618308,1626.2976,470000.0,289.0,29375.0,,7328.0,0.0002382752,0.1,2.4320827 +2641.38,2485.0535,0.5676158,1627.1187,480000.0,295.0,30000.0,,7488.0,0.0002380192,0.1,2.4545555 +2693.71,2489.3118,0.2268399,1622.5166,490000.0,302.0,30625.0,,7648.0,0.0002377632,0.1,2.4620295 +2686.41,2493.2537,0.22922422,1623.3766,500000.0,308.0,31250.0,,7808.0,0.0002375072,0.1,2.4345765 +2776.59,2498.8093,0.30612522,1624.2039,510000.0,314.0,31875.0,,7968.0,0.0002372512,0.1,2.470261 +2849.65,2505.5564,0.23017839,1630.094,520000.0,319.0,32500.0,,8096.0,0.0002370464,0.1,2.5088322 +2863.47,2512.3096,0.16898414,1630.7693,530000.0,325.0,33125.0,,8256.0,0.0002367904,0.1,2.3641107 +2923.42,2519.9229,0.2583738,1626.506,540000.0,332.0,33750.0,,8416.0,0.0002365344,0.1,2.3804255 +2945.18,2527.6548,0.3412474,1627.219,550000.0,338.0,34375.0,,8576.0,0.0002362784,0.1,2.4575734 +3005.89,2536.1946,0.1462062,1627.907,560000.0,344.0,35000.0,,8736.0,0.0002360224,0.1,2.5263891 +3048.93,2545.19,0.16829978,1628.5714,570000.0,350.0,35625.0,,8896.0,0.0002357664,0.1,2.4969172 +3151.73,2555.6477,0.22980188,1629.2135,580000.0,356.0,36250.0,,9056.0,0.0002355104,0.1,2.4447103 +3013.34,2563.4053,0.2875262,1629.8342,590000.0,362.0,36875.0,,9216.0,0.0002352544,0.1,2.3569155 +2974.1,2570.25,0.16367333,1630.4348,600000.0,368.0,37500.0,,9344.0,0.0002350496,0.1,2.4497645 +2951.32,2576.4968,0.26440498,1631.016,610000.0,374.0,38125.0,,9504.0,0.0002347936,0.1,2.486734 +2902.91,2581.7615,0.41799423,1631.579,620000.0,380.0,38750.0,,9664.0,0.0002345376,0.1,2.4753852 +2835.86,2585.795,0.33393392,1627.907,630000.0,387.0,39375.0,,9824.0,0.0002342816,0.1,2.5092053 +2689.78,2587.4197,0.31845918,1624.3655,640000.0,394.0,40000.0,,9984.0,0.0002340256,0.1,2.405395 +2625.58,2588.0068,0.21138528,1625.0,650000.0,400.0,40625.0,,10144.0,0.0002337696,0.1,2.5150454 +2621.13,2588.5085,0.29375932,1625.6157,660000.0,406.0,41250.0,,10304.0,0.0002335136,0.1,2.4933944 +2668.53,2589.703,0.24254568,1626.2136,670000.0,412.0,41875.0,,10464.0,0.0002332576,0.1,2.454741 +2718.99,2591.604,0.20906672,1626.7943,680000.0,418.0,42500.0,,10624.0,0.0002330016,0.1,2.5127702 +2805.05,2594.6975,0.26700112,1627.3585,690000.0,424.0,43125.0,,10752.0,0.0002327968,0.1,2.495734 +2803.55,2597.681,0.28187793,1627.907,700000.0,430.0,43750.0,,10912.0,0.0002325408,0.1,2.414997 +2856.12,2601.321,0.18966976,1624.714,710000.0,437.0,44375.0,,11072.0,0.0002322848,0.1,2.5045195 +2986.19,2606.6667,0.23940937,1621.6216,720000.0,444.0,45000.0,,11232.0,0.0002320288,0.1,2.4128542 +3107.2,2613.5234,0.23926926,1622.2222,730000.0,450.0,45625.0,,11392.0,0.0002317728,0.1,2.4246905 +2964.7,2618.269,0.23876236,1622.807,740000.0,456.0,46250.0,,11552.0,0.0002315168,0.1,2.4513335 +3022.22,2623.655,0.2567236,1626.8981,750000.0,461.0,46875.0,,11712.0,0.0002312608,0.1,2.4613633 +2989.06,2628.463,0.11968621,1623.9316,760000.0,468.0,47500.0,,11872.0,0.0002310048,0.1,2.387578 +2978.55,2633.0095,0.17050901,1627.907,770000.0,473.0,48125.0,,12000.0,0.0002308,0.1,2.3314967 +3095.16,2638.9346,0.15290128,1625.0,780000.0,480.0,48750.0,,12160.0,0.000230544,0.1,2.2823813 +3050.07,2644.1387,0.19468355,1625.5144,790000.0,486.0,49375.0,,12320.0,0.000230288,0.1,2.3376849 +2954.38,2648.0168,0.28281754,1626.0162,800000.0,492.0,50000.0,,12480.0,0.000230032,0.1,2.402554 +2932.71,2651.5315,0.20467785,1626.506,810000.0,498.0,50625.0,,12640.0,0.000229776,0.1,2.4409018 +2968.1,2655.3918,0.29657775,1626.9841,820000.0,504.0,51250.0,,12800.0,0.00022952,0.1,2.3024704 +2888.47,2658.2002,0.2609241,1627.4509,830000.0,510.0,51875.0,,12960.0,0.000229264,0.1,2.4139614 +2967.98,2661.888,0.23075967,1627.907,840000.0,516.0,52500.0,,13120.0,0.000229008,0.1,2.3226912 +2936.76,2665.1218,0.1844353,1628.3525,850000.0,522.0,53125.0,,13280.0,0.000228752,0.1,2.3493454 +2777.21,2666.425,0.18219784,1631.8785,860000.0,527.0,53750.0,,13408.0,0.0002285472,0.1,2.3410068 +2761.25,2667.5151,0.23800123,1632.2701,870000.0,533.0,54375.0,,13568.0,0.0002282912,0.1,2.3576581 +2763.63,2668.6074,0.16641268,1629.6296,880000.0,540.0,55000.0,,13728.0,0.0002280352,0.1,2.4498997 +2690.32,2668.8513,0.26379958,1630.0366,890000.0,546.0,55625.0,,13888.0,0.0002277792,0.1,2.3873625 +2769.89,2669.9739,0.28501752,1630.4348,900000.0,552.0,56250.0,,14048.0,0.0002275232,0.1,2.4431047 +2813.51,2671.5513,0.2514017,1630.8243,910000.0,558.0,56875.0,,14208.0,0.0002272672,0.1,2.3572955 +2940.62,2674.476,0.2796206,1631.2057,920000.0,564.0,57500.0,,14368.0,0.0002270112,0.1,2.4601417 +2977.35,2677.7327,0.23471959,1631.579,930000.0,570.0,58125.0,,14528.0,0.0002267552,0.1,2.3392181 +3153.85,2682.7976,0.3494996,1634.7826,940000.0,575.0,58750.0,,14656.0,0.0002265504,0.1,2.2317543 +3007.44,2686.215,0.15986362,1632.3024,950000.0,582.0,59375.0,,14816.0,0.0002262944,0.1,2.3268645 +3059.43,2690.1028,0.26298645,1632.6531,960000.0,588.0,60000.0,,14976.0,0.0002260384,0.1,2.3308094 +3212.56,2695.4888,0.25260288,1632.9966,970000.0,594.0,60625.0,,15136.0,0.0002257824,0.1,2.2792196 +3119.46,2699.815,0.32065526,1630.6156,980000.0,601.0,61250.0,,15296.0,0.0002255264,0.1,2.2913914 +2900.0,2701.8372,0.22345296,1630.972,990000.0,607.0,61875.0,,15456.0,0.0002252704,0.1,2.244691 +2928.84,2704.1072,0.24989974,1631.3214,1000000.0,613.0,62500.0,,15616.0,0.0002250144,0.1,2.3009915 +2953.55,2721.7903,0.18622947,1631.664,1010000.0,619.0,63125.0,,15776.0,0.0002247584,0.1,2.369898 +3027.24,2731.7466,0.17229657,1629.393,1020000.0,626.0,63750.0,,15936.0,0.0002245024,0.1,2.3373299 +3138.05,2741.574,0.18925421,1632.3296,1030000.0,631.0,64375.0,,16064.0,0.0002242976,0.1,2.314942 +3195.1,2752.4968,0.26264095,1632.6531,1040000.0,637.0,65000.0,,16224.0,0.0002240416,0.1,2.3730965 +3286.94,2763.705,0.34284943,1632.9705,1050000.0,643.0,65625.0,,16384.0,0.0002237856,0.1,2.3852797 +3367.25,2775.1885,0.16243437,1633.282,1060000.0,649.0,66250.0,,16544.0,0.0002235296,0.1,2.4163866 +3391.02,2785.5361,0.21175125,1633.5878,1070000.0,655.0,66875.0,,16704.0,0.0002232736,0.1,2.4537039 +3334.12,2795.1929,0.22045326,1633.8881,1080000.0,661.0,67500.0,,16864.0,0.0002230176,0.1,2.419512 +3386.2,2805.1794,0.22275095,1634.1829,1090000.0,667.0,68125.0,,17024.0,0.0002227616,0.1,2.3664002 +3345.52,2813.212,0.20489094,1634.4725,1100000.0,673.0,68750.0,,17184.0,0.0002225056,0.1,2.320559 +3219.44,2820.2197,0.19679657,1634.757,1110000.0,679.0,69375.0,,17312.0,0.0002223008,0.1,2.2555733 +3260.58,2827.6125,0.28316638,1635.0365,1120000.0,685.0,70000.0,,17472.0,0.0002220448,0.1,2.3225713 +3162.25,2834.7676,0.14237018,1635.3112,1130000.0,691.0,70625.0,,17632.0,0.0002217888,0.1,2.2553363 +3120.16,2843.1118,0.19064014,1635.581,1140000.0,697.0,71250.0,,17792.0,0.0002215328,0.1,2.2471826 +3086.93,2851.4368,0.18700936,1635.8463,1150000.0,703.0,71875.0,,17952.0,0.0002212768,0.1,2.3142257 +3067.92,2859.3914,0.3658288,1636.1072,1160000.0,709.0,72500.0,,18112.0,0.0002210208,0.1,2.1981297 +3124.18,2869.3425,0.2611613,1636.3636,1170000.0,715.0,73125.0,,18272.0,0.0002207648,0.1,2.2899704 +3071.24,2878.223,0.24591796,1636.6158,1180000.0,721.0,73750.0,,18432.0,0.0002205088,0.1,2.311603 +3352.42,2890.042,0.31084058,1639.1184,1190000.0,726.0,74375.0,,18592.0,0.0002202528,0.1,2.2778053 +3361.88,2899.8403,0.2277815,1639.3442,1200000.0,732.0,75000.0,,18720.0,0.000220048,0.1,2.314938 +3462.31,2910.2642,0.21762611,1639.5664,1210000.0,738.0,75625.0,,18880.0,0.000219792,0.1,2.3253164 +3438.02,2920.2488,0.17009354,1639.7849,1220000.0,744.0,76250.0,,19040.0,0.000219536,0.1,2.2282658 +3426.05,2928.5662,0.19021507,1640.0,1230000.0,750.0,76875.0,,19200.0,0.00021928,0.1,2.3944428 +3430.04,2936.8362,0.21844706,1640.2117,1240000.0,756.0,77500.0,,19360.0,0.000219024,0.1,2.3163698 +3523.1,2945.277,0.25497487,1640.4199,1250000.0,762.0,78125.0,,19520.0,0.000218768,0.1,2.17801 +3713.79,2955.3804,0.17558604,1638.4916,1260000.0,769.0,78750.0,,19680.0,0.000218512,0.1,2.2427227 +3469.37,2962.9746,0.2557875,1638.7097,1270000.0,775.0,79375.0,,19840.0,0.000218256,0.1,2.1595414 +3377.87,2969.3818,0.25372738,1638.9244,1280000.0,781.0,80000.0,,20000.0,0.000218,0.1,2.2274852 +3339.71,2973.999,0.15569115,1641.2213,1290000.0,786.0,80625.0,,20128.0,0.0002177952,0.1,2.1752734 +3321.7,2978.537,0.20595084,1641.4142,1300000.0,792.0,81250.0,,20288.0,0.0002175392,0.1,2.2559824 +3312.51,2984.5134,0.2549746,1641.604,1310000.0,798.0,81875.0,,20448.0,0.0002172832,0.1,2.134151 +3316.37,2989.8362,0.24382176,1639.7516,1320000.0,805.0,82500.0,,20608.0,0.0002170272,0.1,2.141515 +3316.79,2995.856,0.1543137,1639.9507,1330000.0,811.0,83125.0,,20768.0,0.0002167712,0.1,2.2934284 +3100.86,2999.9868,0.20283657,1640.1469,1340000.0,817.0,83750.0,,20928.0,0.0002165152,0.1,2.2730803 +3163.58,3005.8926,0.24705908,1640.3402,1350000.0,823.0,84375.0,,21088.0,0.0002162592,0.1,2.337841 +3143.22,3012.3972,0.21009046,1640.5308,1360000.0,829.0,85000.0,,21248.0,0.0002160032,0.1,2.2089293 +3229.65,3019.9033,0.22094524,1640.7185,1370000.0,835.0,85625.0,,21376.0,0.0002157984,0.1,2.1770287 +3335.97,3027.4,0.2706086,1640.9037,1380000.0,841.0,86250.0,,21536.0,0.0002155424,0.1,2.194773 +3280.77,3032.6943,0.2122305,1643.026,1390000.0,846.0,86875.0,,21696.0,0.0002152864,0.1,2.2029543 +3254.81,3038.097,0.23890215,1641.2661,1400000.0,853.0,87500.0,,21856.0,0.0002150304,0.1,2.1890485 +3308.99,3043.8894,0.3760335,1639.5349,1410000.0,860.0,88125.0,,22016.0,0.0002147744,0.1,2.133501 +3293.3,3049.3428,0.13257647,1639.7229,1420000.0,866.0,88750.0,,22176.0,0.0002145184,0.1,2.2558703 +3300.34,3054.8853,0.35395357,1639.9082,1430000.0,872.0,89375.0,,22336.0,0.0002142624,0.1,2.1183362 +3244.14,3060.1382,0.19973817,1640.0911,1440000.0,878.0,90000.0,,22496.0,0.0002140064,0.1,2.1664221 +3200.78,3065.2976,0.19197756,1640.2715,1450000.0,884.0,90625.0,,22656.0,0.0002137504,0.1,2.2198322 +3186.98,3071.0828,0.28840542,1640.4495,1460000.0,890.0,91250.0,,22784.0,0.0002135456,0.1,2.232067 +3001.26,3075.1375,0.15278561,1640.625,1470000.0,896.0,91875.0,,22944.0,0.0002132896,0.1,2.1632156 +2888.33,3077.6074,0.16160634,1638.9812,1480000.0,903.0,92500.0,,23104.0,0.0002130336,0.1,2.0894556 +2850.33,3079.174,0.3410743,1639.164,1490000.0,909.0,93125.0,,23264.0,0.0002127776,0.1,2.142881 +2846.26,3080.7725,0.15892789,1639.3442,1500000.0,915.0,93750.0,,23424.0,0.0002125216,0.1,2.1943688 +2880.82,3081.8147,0.27617362,1639.5222,1510000.0,921.0,94375.0,,23584.0,0.0002122656,0.1,2.1961622 +2919.81,3082.5159,0.23244374,1639.698,1520000.0,927.0,95000.0,,23744.0,0.0002120096,0.1,2.1225524 +2978.44,3083.6655,0.19630015,1639.8713,1530000.0,933.0,95625.0,,23904.0,0.0002117536,0.1,2.0250378 +3190.87,3086.3403,0.2958892,1640.0426,1540000.0,939.0,96250.0,,24032.0,0.0002115488,0.1,2.0257857 +3107.36,3087.9624,0.20612538,1640.2117,1550000.0,945.0,96875.0,,24192.0,0.0002112928,0.1,2.0334325 +3118.92,3089.0923,0.19112346,1640.3785,1560000.0,951.0,97500.0,,24352.0,0.0002110368,0.1,2.1246138 +3166.02,3090.2637,0.25554284,1640.5433,1570000.0,957.0,98125.0,,24512.0,0.0002107808,0.1,1.9792223 +3115.33,3089.8997,0.20830111,1640.7062,1580000.0,963.0,98750.0,,24672.0,0.0002105248,0.1,1.9236994 +2980.62,3089.5723,0.12875418,1642.562,1590000.0,968.0,99375.0,,24832.0,0.0002102688,0.1,2.092631 +2918.35,3089.0146,0.18022525,1641.0256,1600000.0,975.0,100000.0,,24992.0,0.0002100128,0.1,2.0476332 +2901.48,3088.5166,0.28153393,1641.1825,1610000.0,981.0,100625.0,,25152.0,0.0002097568,0.1,2.0350306 +2928.56,3088.7725,0.20349504,1641.3374,1620000.0,987.0,101250.0,,25312.0,0.0002095008,0.1,2.015307 +3011.73,3090.531,0.21561162,1641.4905,1630000.0,993.0,101875.0,,25440.0,0.000209296,0.1,1.969101 +3029.1,3093.9243,0.21447727,1640.0,1640000.0,1000.0,102500.0,,25600.0,0.00020904,0.1,1.8948014 +3098.77,3098.6565,0.31699383,1640.159,1650000.0,1006.0,103125.0,,25760.0,0.000208784,0.1,2.1142879 +3255.62,3105.0015,0.20640996,1638.6969,1660000.0,1013.0,103750.0,,25920.0,0.000208528,0.1,2.0151744 +3209.03,3110.4065,0.25087827,1638.8616,1670000.0,1019.0,104375.0,,26080.0,0.000208272,0.1,2.0512788 +3095.37,3114.1704,0.23165062,1640.625,1680000.0,1024.0,105000.0,,26240.0,0.000208016,0.1,1.9455466 +3208.99,3118.2097,0.23489258,1639.1853,1690000.0,1031.0,105625.0,,26400.0,0.00020776,0.1,2.0331862 +3282.92,3123.0032,0.18278816,1639.3442,1700000.0,1037.0,106250.0,,26560.0,0.000207504,0.1,2.1650357 +3392.62,3128.3684,0.3163182,1637.931,1710000.0,1044.0,106875.0,,26688.0,0.0002072992,0.1,1.9965777 +3249.0,3130.9963,0.20360328,1638.0952,1720000.0,1050.0,107500.0,,26848.0,0.0002070432,0.1,2.0642288 +3186.91,3131.7935,0.21389684,1636.7076,1730000.0,1057.0,108125.0,,27008.0,0.0002067872,0.1,1.9459484 +3148.9,3133.6357,0.2814528,1635.3384,1740000.0,1064.0,108750.0,,27168.0,0.0002065312,0.1,1.988975 +3200.49,3135.4185,0.19276448,1635.514,1750000.0,1070.0,109375.0,,27328.0,0.0002062752,0.1,2.004065 +3174.96,3137.277,0.23785298,1635.6877,1760000.0,1076.0,110000.0,,27488.0,0.0002060192,0.1,2.1297932 +3109.87,3138.5906,0.23089491,1635.8595,1770000.0,1082.0,110625.0,,27648.0,0.0002057632,0.1,2.0790513 +3227.73,3139.9163,0.153609,1636.0294,1780000.0,1088.0,111250.0,,27808.0,0.0002055072,0.1,2.1398504 +3212.26,3141.538,0.17576578,1636.1974,1790000.0,1094.0,111875.0,,27968.0,0.0002052512,0.1,2.0766401 +3160.84,3143.6025,0.27099827,1636.3636,1800000.0,1100.0,112500.0,,28096.0,0.0002050464,0.1,2.1815648 +3202.39,3146.299,0.27800757,1636.5281,1810000.0,1106.0,113125.0,,28256.0,0.0002047904,0.1,2.1078258 +3261.99,3149.238,0.13597557,1636.6907,1820000.0,1112.0,113750.0,,28416.0,0.0002045344,0.1,2.00357 +3235.99,3152.7134,0.27734128,1636.8516,1830000.0,1118.0,114375.0,,28576.0,0.0002042784,0.1,2.1122365 +3222.4,3155.2578,0.21277685,1635.5555,1840000.0,1125.0,115000.0,,28736.0,0.0002040224,0.1,2.1087701 +3003.13,3155.9216,0.22774467,1635.7206,1850000.0,1131.0,115625.0,,28896.0,0.0002037664,0.1,2.0799417 +3098.42,3159.1335,0.18236765,1635.8839,1860000.0,1137.0,116250.0,,29056.0,0.0002035104,0.1,2.1505642 +3118.53,3162.706,0.26917025,1636.0455,1870000.0,1143.0,116875.0,,29216.0,0.0002032544,0.1,2.065298 +3117.78,3166.2478,0.26290563,1636.2054,1880000.0,1149.0,117500.0,,29344.0,0.0002030496,0.1,2.0517368 +2955.51,3168.8997,0.17967486,1636.3636,1890000.0,1155.0,118125.0,,29504.0,0.0002027936,0.1,1.9523169 +2926.84,3170.469,0.1460135,1636.5203,1900000.0,1161.0,118750.0,,29664.0,0.0002025376,0.1,2.1090465 +2946.21,3171.796,0.23383744,1636.6753,1910000.0,1167.0,119375.0,,29824.0,0.0002022816,0.1,2.0527244 +3009.46,3172.4846,0.28348464,1636.8286,1920000.0,1173.0,120000.0,,29984.0,0.0002020256,0.1,1.9989715 +3105.48,3173.7659,0.22678362,1635.5933,1930000.0,1180.0,120625.0,,30144.0,0.0002017696,0.1,2.0000503 +3007.11,3172.2983,0.30031136,1635.7504,1940000.0,1186.0,121250.0,,30304.0,0.0002015136,0.1,1.975071 +2993.71,3172.1616,0.17022969,1635.906,1950000.0,1192.0,121875.0,,30464.0,0.0002012576,0.1,2.0451002 +3239.68,3173.9639,0.20384434,1637.4269,1960000.0,1197.0,122500.0,,30624.0,0.0002010016,0.1,1.9930367 +3292.08,3174.7593,0.19498831,1637.5728,1970000.0,1203.0,123125.0,,30752.0,0.0002007968,0.1,1.9390619 +3304.48,3176.6091,0.24411155,1637.7172,1980000.0,1209.0,123750.0,,30912.0,0.0002005408,0.1,1.9683074 +3253.13,3180.1406,0.17403293,1637.8601,1990000.0,1215.0,124375.0,,31072.0,0.0002002848,0.1,1.8468573 +3150.48,3182.3564,0.21670812,1638.0016,2000000.0,1221.0,125000.0,,31232.0,0.0002000288,0.1,1.9002582 +3241.17,3185.233,0.2220951,1638.1418,2010000.0,1227.0,125625.0,,31392.0,0.0001997728,0.1,1.7680728 +3220.1,3187.1611,0.22645594,1638.2806,2020000.0,1233.0,126250.0,,31552.0,0.0001995168,0.1,1.7684731 +3138.04,3187.1611,0.22917838,1638.4181,2030000.0,1239.0,126875.0,,31712.0,0.0001992608,0.1,1.657881 +3137.27,3186.583,0.24257976,1638.5542,2040000.0,1245.0,127500.0,,31872.0,0.0001990048,0.1,1.7336421 +3062.76,3184.3413,0.13477783,1640.0,2050000.0,1250.0,128125.0,,32000.0,0.0001988,0.1,1.7154527 +3289.27,3183.5615,0.23122461,1638.8226,2060000.0,1257.0,128750.0,,32160.0,0.000198544,0.1,1.6240172 +3328.21,3182.9338,0.19171059,1638.9548,2070000.0,1263.0,129375.0,,32320.0,0.000198288,0.1,1.7562072 +3216.02,3181.753,0.17477694,1637.7953,2080000.0,1270.0,130000.0,,32480.0,0.000198032,0.1,1.5526032 +3333.11,3181.2222,0.19343759,1637.931,2090000.0,1276.0,130625.0,,32640.0,0.000197776,0.1,1.6367804 +3317.49,3180.942,0.1483132,1638.0656,2100000.0,1282.0,131250.0,,32800.0,0.00019752,0.1,1.5672829 +3187.99,3180.6272,0.24292865,1638.1987,2110000.0,1288.0,131875.0,,32960.0,0.000197264,0.1,1.7014506 +3165.46,3179.676,0.18332312,1638.3308,2120000.0,1294.0,132500.0,,33120.0,0.000197008,0.1,1.5147308 +3106.1,3179.1143,0.19660106,1638.4615,2130000.0,1300.0,133125.0,,33280.0,0.000196752,0.1,1.5318028 +3011.18,3178.0244,0.26263106,1638.5911,2140000.0,1306.0,133750.0,,33408.0,0.0001965472,0.1,1.4482552 +3114.51,3178.3,0.17174697,1638.7195,2150000.0,1312.0,134375.0,,33568.0,0.0001962912,0.1,1.639602 +2914.54,3176.7664,0.1857352,1638.8467,2160000.0,1318.0,135000.0,,33728.0,0.0001960352,0.1,1.6522496 +3158.48,3177.1094,0.30569136,1638.9728,2170000.0,1324.0,135625.0,,33888.0,0.0001957792,0.1,1.7173736 +3190.29,3178.2993,0.13766856,1639.0978,2180000.0,1330.0,136250.0,,34048.0,0.0001955232,0.1,1.7479274 +3179.32,3176.5684,0.2030873,1639.2216,2190000.0,1336.0,136875.0,,34208.0,0.0001952672,0.1,1.7756977 +3293.98,3175.8894,0.17622271,1638.1237,2200000.0,1343.0,137500.0,,34368.0,0.0001950112,0.1,1.8342319 +3197.91,3173.2456,0.18827042,1638.2506,2210000.0,1349.0,138125.0,,34528.0,0.0001947552,0.1,1.5682724 +3091.94,3169.7847,0.14388025,1638.3763,2220000.0,1355.0,138750.0,,34656.0,0.0001945504,0.1,1.7228148 +3239.13,3167.9155,0.22677068,1638.5011,2230000.0,1361.0,139375.0,,34816.0,0.0001942944,0.1,1.7337605 +3159.49,3165.2102,0.2165992,1638.6248,2240000.0,1367.0,140000.0,,34976.0,0.0001940384,0.1,1.8447192 +3181.05,3161.79,0.10679237,1637.5546,2250000.0,1374.0,140625.0,,35136.0,0.0001937824,0.1,1.8329618 +3153.78,3156.1897,0.117938034,1638.8688,2260000.0,1379.0,141250.0,,35296.0,0.0001935264,0.1,1.7954572 +3225.24,3153.7485,0.23449315,1638.9891,2270000.0,1385.0,141875.0,,35456.0,0.0001932704,0.1,1.7185477 +3377.25,3153.7422,0.23268296,1639.1085,2280000.0,1391.0,142500.0,,35616.0,0.0001930144,0.1,1.8148617 +3313.18,3153.4773,0.13787216,1639.2269,2290000.0,1397.0,143125.0,,35776.0,0.0001927584,0.1,1.7331866 +3216.7,3152.4268,0.1790695,1638.1766,2300000.0,1404.0,143750.0,,35936.0,0.0001925024,0.1,1.6959035 +3237.6,3151.6775,0.19110009,1639.4606,2310000.0,1409.0,144375.0,,36064.0,0.0001922976,0.1,1.8206692 +3338.96,3151.9038,0.20190938,1639.5759,2320000.0,1415.0,145000.0,,36224.0,0.0001920416,0.1,1.9144775 +3170.02,3150.436,0.19374812,1639.6903,2330000.0,1421.0,145625.0,,36384.0,0.0001917856,0.1,1.7660589 +3159.21,3151.0198,0.23427802,1639.8038,2340000.0,1427.0,146250.0,,36544.0,0.0001915296,0.1,1.7855623 +3118.15,3150.5654,0.19836432,1639.9163,2350000.0,1433.0,146875.0,,36704.0,0.0001912736,0.1,1.7276882 +3125.31,3150.3862,0.15167603,1638.8889,2360000.0,1440.0,147500.0,,36864.0,0.0001910176,0.1,1.9441721 +3186.7,3149.9565,0.19928987,1637.8715,2370000.0,1447.0,148125.0,,37024.0,0.0001907616,0.1,1.8318 +3272.39,3149.3206,0.23004387,1637.9904,2380000.0,1453.0,148750.0,,37184.0,0.0001905056,0.1,1.8730495 +3289.42,3149.407,0.20173864,1639.2318,2390000.0,1458.0,149375.0,,37312.0,0.0001903008,0.1,1.8759955 +3405.4,3150.9128,0.31194073,1639.3442,2400000.0,1464.0,150000.0,,37472.0,0.0001900448,0.1,1.9141794 +3412.32,3151.9463,0.16489671,1638.3413,2410000.0,1471.0,150625.0,,37632.0,0.0001897888,0.1,1.9501517 +3408.02,3153.0938,0.38688302,1638.4563,2420000.0,1477.0,151250.0,,37792.0,0.0001895328,0.1,1.8761592 +3528.46,3155.3752,0.19166361,1637.4663,2430000.0,1484.0,151875.0,,37952.0,0.0001892768,0.1,1.8288723 +3365.27,3156.5867,0.18716387,1637.5839,2440000.0,1490.0,152500.0,,38112.0,0.0001890208,0.1,1.9101255 +3220.38,3156.7825,0.26141137,1637.7006,2450000.0,1496.0,153125.0,,38272.0,0.0001887648,0.1,1.8964131 +3375.01,3158.6626,0.19032244,1637.8163,2460000.0,1502.0,153750.0,,38432.0,0.0001885088,0.1,1.8637935 +3416.62,3162.816,0.11913059,1636.8456,2470000.0,1509.0,154375.0,,38592.0,0.0001882528,0.1,1.8490915 +3388.74,3167.8203,0.24463302,1636.9637,2480000.0,1515.0,155000.0,,38720.0,0.000188048,0.1,1.8737192 +3323.12,3172.548,0.24593231,1637.0808,2490000.0,1521.0,155625.0,,38880.0,0.000187792,0.1,1.803564 +3368.35,3177.769,0.2362287,1636.1256,2500000.0,1528.0,156250.0,,39040.0,0.000187536,0.1,1.8966997 +3555.16,3184.5125,0.1497355,1636.2451,2510000.0,1534.0,156875.0,,39200.0,0.00018728,0.1,1.8630433 +3467.75,3189.992,0.19203264,1636.3636,2520000.0,1540.0,157500.0,,39360.0,0.000187024,0.1,1.7468538 +3339.57,3193.6028,0.19724351,1636.4812,2530000.0,1546.0,158125.0,,39520.0,0.000186768,0.1,1.7709185 +3336.11,3195.0554,0.21488585,1636.5979,2540000.0,1552.0,158750.0,,39680.0,0.000186512,0.1,1.8268194 +3513.32,3199.115,0.20010287,1636.7137,2550000.0,1558.0,159375.0,,39840.0,0.000186256,0.1,1.8067479 +3568.28,3203.6086,0.23157622,1636.8286,2560000.0,1564.0,160000.0,,40000.0,0.000186,0.1,1.8286722 +3568.47,3207.633,0.21580423,1637.986,2570000.0,1569.0,160625.0,,40128.0,0.0001857952,0.1,1.7559116 +3565.14,3212.1313,0.34725133,1638.0952,2580000.0,1575.0,161250.0,,40288.0,0.0001855392,0.1,1.8218095 +3589.33,3218.2185,0.19263014,1637.1681,2590000.0,1582.0,161875.0,,40448.0,0.0001852832,0.1,1.7655121 +3766.99,3226.705,0.20035893,1636.2493,2600000.0,1589.0,162500.0,,40608.0,0.0001850272,0.1,1.6420822 +3779.71,3235.4875,0.22627202,1636.3636,2610000.0,1595.0,163125.0,,40768.0,0.0001847712,0.1,1.7104473 +3581.59,3242.0178,0.24329554,1636.4772,2620000.0,1601.0,163750.0,,40928.0,0.0001845152,0.1,1.7552323 +3440.41,3246.3047,0.18149012,1636.59,2630000.0,1607.0,164375.0,,41088.0,0.0001842592,0.1,1.8238199 +3411.64,3250.1296,0.16417404,1636.7018,2640000.0,1613.0,165000.0,,41248.0,0.0001840032,0.1,1.8937807 +3366.13,3252.8032,0.15994945,1636.8129,2650000.0,1619.0,165625.0,,41376.0,0.0001837984,0.1,1.9227533 +3278.33,3253.03,0.19552976,1636.9231,2660000.0,1625.0,166250.0,,41536.0,0.0001835424,0.1,1.899931 +3297.14,3253.9111,0.21412423,1637.0325,2670000.0,1631.0,166875.0,,41696.0,0.0001832864,0.1,1.9225845 +3241.51,3255.3726,0.19337332,1636.1416,2680000.0,1638.0,167500.0,,41856.0,0.0001830304,0.1,1.9889557 +3254.76,3255.8303,0.14883287,1636.253,2690000.0,1644.0,168125.0,,42016.0,0.0001827744,0.1,2.0287423 +3317.75,3256.1782,0.39860466,1636.3636,2700000.0,1650.0,168750.0,,42176.0,0.0001825184,0.1,1.8645236 +3326.96,3255.5222,0.16417806,1636.4734,2710000.0,1656.0,169375.0,,42336.0,0.0001822624,0.1,1.9189951 +3288.21,3255.9143,0.19094375,1636.5824,2720000.0,1662.0,170000.0,,42496.0,0.0001820064,0.1,1.8522629 +3360.08,3257.6462,0.20765644,1636.6907,2730000.0,1668.0,170625.0,,42656.0,0.0001817504,0.1,1.913012 +3346.13,3259.6184,0.16660655,1636.7981,2740000.0,1674.0,171250.0,,42784.0,0.0001815456,0.1,1.9847467 +3274.14,3260.355,0.23973696,1636.9048,2750000.0,1680.0,171875.0,,42944.0,0.0001812896,0.1,1.937289 +3421.3,3262.818,0.180013,1636.0403,2760000.0,1687.0,172500.0,,43104.0,0.0001810336,0.1,1.8769959 +3520.04,3266.9197,0.1611674,1636.1488,2770000.0,1693.0,173125.0,,43264.0,0.0001807776,0.1,1.8175237 +3564.07,3270.2832,0.33669174,1636.2566,2780000.0,1699.0,173750.0,,43424.0,0.0001805216,0.1,1.8229861 +3625.19,3274.4126,0.24827543,1637.324,2790000.0,1704.0,174375.0,,43584.0,0.0001802656,0.1,1.9734972 +3560.04,3278.4043,0.22475018,1637.4269,2800000.0,1710.0,175000.0,,43744.0,0.0001800096,0.1,1.9647377 +3536.9,3281.7493,0.3561802,1637.5292,2810000.0,1716.0,175625.0,,43904.0,0.0001797536,0.1,2.0063272 +3672.49,3285.855,0.19922578,1637.6306,2820000.0,1722.0,176250.0,,44032.0,0.0001795488,0.1,2.003549 +3574.77,3289.2424,0.16437265,1637.7314,2830000.0,1728.0,176875.0,,44192.0,0.0001792928,0.1,2.0066097 +3560.77,3292.6265,0.19013606,1637.8315,2840000.0,1734.0,177500.0,,44352.0,0.0001790368,0.1,1.9175917 +3390.22,3296.497,0.18705773,1637.931,2850000.0,1740.0,178125.0,,44512.0,0.0001787808,0.1,2.0025394 +3315.26,3298.6655,0.38226515,1638.0298,2860000.0,1746.0,178750.0,,44672.0,0.0001785248,0.1,2.0422873 +3231.9,3299.799,0.14113463,1638.1278,2870000.0,1752.0,179375.0,,44832.0,0.0001782688,0.1,1.9955138 +3324.03,3301.8616,0.15290032,1639.1577,2880000.0,1757.0,180000.0,,44992.0,0.0001780128,0.1,2.0157495 +3252.56,3304.8323,0.25661376,1638.322,2890000.0,1764.0,180625.0,,45152.0,0.0001777568,0.1,1.8868053 +3219.79,3307.7615,0.2200977,1638.4181,2900000.0,1770.0,181250.0,,45312.0,0.0001775008,0.1,2.0072112 +3197.17,3310.271,0.34282818,1639.4366,2910000.0,1775.0,181875.0,,45440.0,0.000177296,0.1,1.9286636 +3235.34,3312.5298,0.18266685,1638.6083,2920000.0,1782.0,182500.0,,45600.0,0.00017704,0.1,1.8198494 +3236.98,3313.845,0.16600375,1638.7025,2930000.0,1788.0,183125.0,,45760.0,0.000176784,0.1,1.9412491 +3252.97,3316.3037,0.22091997,1638.796,2940000.0,1794.0,183750.0,,45920.0,0.000176528,0.1,1.8905246 +3358.32,3319.9497,0.20237137,1638.8889,2950000.0,1800.0,184375.0,,46080.0,0.000176272,0.1,1.9809499 +3238.6,3319.9387,0.30970594,1638.9812,2960000.0,1806.0,185000.0,,46240.0,0.000176016,0.1,1.9426252 +3275.63,3319.7744,0.19336589,1639.0729,2970000.0,1812.0,185625.0,,46400.0,0.00017576,0.1,1.886099 +3349.86,3320.2285,0.259081,1639.164,2980000.0,1818.0,186250.0,,46560.0,0.000175504,0.1,1.8679018 +3283.85,3320.5356,0.18934414,1639.2544,2990000.0,1824.0,186875.0,,46688.0,0.0001752992,0.1,1.9301004 +3285.82,3321.8892,0.122820735,1639.3442,3000000.0,1830.0,187500.0,,46848.0,0.0001750432,0.1,1.9084918 +3289.82,3322.3752,0.11682093,1639.4336,3010000.0,1836.0,188125.0,,47008.0,0.0001747872,0.1,1.9816616 +3319.34,3323.3674,0.25584716,1639.5222,3020000.0,1842.0,188750.0,,47168.0,0.0001745312,0.1,1.8940543 +3400.39,3325.991,0.20619865,1638.7236,3030000.0,1849.0,189375.0,,47328.0,0.0001742752,0.1,1.9087049 +3421.12,3328.8296,0.10956335,1638.814,3040000.0,1855.0,190000.0,,47488.0,0.0001740192,0.1,2.0298724 +3332.12,3331.5234,0.18161649,1638.9038,3050000.0,1861.0,190625.0,,47648.0,0.0001737632,0.1,1.9297066 +3304.8,3331.6787,0.23697233,1638.993,3060000.0,1867.0,191250.0,,47808.0,0.0001735072,0.1,2.057206 +3527.3,3333.67,0.2547248,1639.9573,3070000.0,1872.0,191875.0,,47968.0,0.0001732512,0.1,2.0387018 +3378.3,3335.2927,0.20001312,1640.0426,3080000.0,1878.0,192500.0,,48096.0,0.0001730464,0.1,2.0118837 +3192.85,3333.8904,0.15754591,1640.1274,3090000.0,1884.0,193125.0,,48256.0,0.0001727904,0.1,1.9526837 +3088.47,3331.6,0.10867675,1641.08,3100000.0,1889.0,193750.0,,48416.0,0.0001725344,0.1,2.0154953 +3069.66,3330.4165,0.13722797,1641.161,3110000.0,1895.0,194375.0,,48576.0,0.0001722784,0.1,1.9644718 +3272.41,3331.4856,0.17019074,1640.3785,3120000.0,1902.0,195000.0,,48736.0,0.0001720224,0.1,1.9933529 +3278.93,3333.214,0.261882,1640.4612,3130000.0,1908.0,195625.0,,48896.0,0.0001717664,0.1,1.9260075 +3320.6,3336.3083,0.29799926,1640.5433,3140000.0,1914.0,196250.0,,49056.0,0.0001715104,0.1,1.9250596 +3502.03,3340.1833,0.20104279,1640.625,3150000.0,1920.0,196875.0,,49216.0,0.0001712544,0.1,2.0729632 +3656.58,3347.604,0.2300216,1641.5585,3160000.0,1925.0,197500.0,,49344.0,0.0001710496,0.1,1.9665004 +3851.6,3354.535,0.3489467,1640.7867,3170000.0,1932.0,198125.0,,49504.0,0.0001707936,0.1,1.8600718 +4022.77,3362.8604,0.23272869,1641.714,3180000.0,1937.0,198750.0,,49664.0,0.0001705376,0.1,1.8888505 +3960.69,3370.674,0.16222003,1640.9465,3190000.0,1944.0,199375.0,,49824.0,0.0001702816,0.1,1.8937442 +3862.3,3376.357,0.24407482,1641.0256,3200000.0,1950.0,200000.0,,49984.0,0.0001700256,0.1,2.0336905 +3688.26,3381.2603,0.25301918,1641.1042,3210000.0,1956.0,200625.0,,50144.0,0.0001697696,0.1,1.9355816 +3626.65,3386.608,0.25431022,1642.0194,3220000.0,1961.0,201250.0,,50304.0,0.0001695136,0.1,1.8841788 +3602.34,3390.2397,0.17806773,1642.0946,3230000.0,1967.0,201875.0,,50464.0,0.0001692576,0.1,1.9764616 +3408.95,3392.7344,0.22092922,1642.1693,3240000.0,1973.0,202500.0,,50624.0,0.0001690016,0.1,1.8461988 +3441.16,3395.3352,0.24318117,1642.2435,3250000.0,1979.0,203125.0,,50752.0,0.0001687968,0.1,1.904681 +3453.95,3398.337,0.15687025,1642.3174,3260000.0,1985.0,203750.0,,50912.0,0.0001685408,0.1,1.9132245 +3509.66,3401.1807,0.2841148,1642.3907,3270000.0,1991.0,204375.0,,51072.0,0.0001682848,0.1,1.8695703 +3467.67,3402.0852,0.2734077,1642.4637,3280000.0,1997.0,205000.0,,51232.0,0.0001680288,0.1,1.9060843 +3437.97,3403.3328,0.12059618,1642.5363,3290000.0,2003.0,205625.0,,51392.0,0.0001677728,0.1,1.8478298 +3526.29,3406.4287,0.20023577,1642.6083,3300000.0,2009.0,206250.0,,51552.0,0.0001675168,0.1,1.8787982 +3544.95,3409.5022,0.1897449,1642.6799,3310000.0,2015.0,206875.0,,51712.0,0.0001672608,0.1,1.6719943 +3553.2,3411.6448,0.24251586,1641.9387,3320000.0,2022.0,207500.0,,51872.0,0.0001670048,0.1,1.812169 +3636.71,3416.3118,0.31021884,1642.0118,3330000.0,2028.0,208125.0,,52000.0,0.0001668,0.1,1.915396 +3575.92,3420.4788,0.24153562,1642.0846,3340000.0,2034.0,208750.0,,52160.0,0.000166544,0.1,1.8014104 +3764.13,3426.9387,0.21439986,1642.1569,3350000.0,2040.0,209375.0,,52320.0,0.000166288,0.1,1.7863224 +3573.88,3431.4243,0.20496196,1642.2288,3360000.0,2046.0,210000.0,,52480.0,0.000166032,0.1,1.8058416 +3574.64,3435.3037,0.14851655,1642.3002,3370000.0,2052.0,210625.0,,52640.0,0.000165776,0.1,1.9385923 +3789.35,3440.4734,0.2001743,1642.3712,3380000.0,2058.0,211250.0,,52800.0,0.00016552,0.1,1.9653904 +3767.22,3445.2512,0.1932505,1642.4419,3390000.0,2064.0,211875.0,,52960.0,0.000165264,0.1,1.9021442 +3787.89,3449.0762,0.19492425,1642.5121,3400000.0,2070.0,212500.0,,53120.0,0.000165008,0.1,1.8218069 +3636.52,3451.3184,0.10266592,1641.791,3410000.0,2077.0,213125.0,,53280.0,0.000164752,0.1,1.8416405 +3541.48,3452.6528,0.26994565,1641.8627,3420000.0,2083.0,213750.0,,53408.0,0.0001645472,0.1,1.8534516 +3629.92,3453.6672,0.20345084,1641.1483,3430000.0,2090.0,214375.0,,53568.0,0.0001642912,0.1,1.7149335 +3508.44,3455.099,0.17448017,1640.4387,3440000.0,2097.0,215000.0,,53728.0,0.0001640352,0.1,1.7846545 +3492.96,3457.825,0.2220738,1639.7339,3450000.0,2104.0,215625.0,,53888.0,0.0001637792,0.1,1.7332492 +3427.48,3458.3496,0.21932375,1640.588,3460000.0,2109.0,216250.0,,54048.0,0.0001635232,0.1,1.8586233 +3556.08,3459.7446,0.18737687,1640.662,3470000.0,2115.0,216875.0,,54208.0,0.0001632672,0.1,1.9052157 +3753.92,3463.3962,0.2397702,1640.7355,3480000.0,2121.0,217500.0,,54368.0,0.0001630112,0.1,1.7556012 +3860.68,3468.772,0.26672944,1640.8086,3490000.0,2127.0,218125.0,,54528.0,0.0001627552,0.1,1.8819425 +3831.45,3473.4026,0.28333178,1641.651,3500000.0,2132.0,218750.0,,54656.0,0.0001625504,0.1,1.7974077 +3823.8,3476.089,0.17145887,1641.7212,3510000.0,2138.0,219375.0,,54816.0,0.0001622944,0.1,1.8827891 +3845.16,3479.8635,0.34963542,1641.0256,3520000.0,2145.0,220000.0,,54976.0,0.0001620384,0.1,1.9536321 +3783.96,3484.3071,0.16924514,1640.3346,3530000.0,2152.0,220625.0,,55136.0,0.0001617824,0.1,1.8173052 +3736.04,3488.3066,0.16103655,1639.648,3540000.0,2159.0,221250.0,,55296.0,0.0001615264,0.1,1.7847084 +3620.0,3489.3735,0.21978396,1639.7229,3550000.0,2165.0,221875.0,,55456.0,0.0001612704,0.1,1.8126445 +3605.02,3489.741,0.19872461,1639.7974,3560000.0,2171.0,222500.0,,55616.0,0.0001610144,0.1,1.6390542 +3525.69,3489.3132,0.24282514,1639.8713,3570000.0,2177.0,223125.0,,55776.0,0.0001607584,0.1,1.6881855 +3381.27,3487.4744,0.234754,1639.9451,3580000.0,2183.0,223750.0,,55936.0,0.0001605024,0.1,1.7043023 +3399.93,3485.5806,0.17089969,1640.0183,3590000.0,2189.0,224375.0,,56064.0,0.0001602976,0.1,1.5854456 +3412.68,3482.037,0.21539068,1640.0911,3600000.0,2195.0,225000.0,,56224.0,0.0001600416,0.1,1.708682 +3434.39,3478.584,0.18758716,1640.1636,3610000.0,2201.0,225625.0,,56384.0,0.0001597856,0.1,1.7252231 +3521.34,3477.9814,0.22742417,1639.4928,3620000.0,2208.0,226250.0,,56544.0,0.0001595296,0.1,1.712537 +3683.6,3480.413,0.27889368,1639.5664,3630000.0,2214.0,226875.0,,56704.0,0.0001592736,0.1,1.7703105 +3707.09,3483.368,0.29375094,1640.3785,3640000.0,2219.0,227500.0,,56864.0,0.0001590176,0.1,1.735509 +3750.05,3487.2073,0.2908524,1640.4495,3650000.0,2225.0,228125.0,,57024.0,0.0001587616,0.1,1.7662115 +3841.12,3492.835,0.26116577,1640.5199,3660000.0,2231.0,228750.0,,57184.0,0.0001585056,0.1,1.749202 +3927.14,3499.135,0.23772421,1640.5901,3670000.0,2237.0,229375.0,,57312.0,0.0001583008,0.1,1.897182 +3948.37,3506.2039,0.24160376,1640.6598,3680000.0,2243.0,230000.0,,57472.0,0.0001580448,0.1,1.9271612 +3774.86,3511.4043,0.14382245,1640.7292,3690000.0,2249.0,230625.0,,57632.0,0.0001577888,0.1,1.8106818 +3473.58,3512.9631,0.20882168,1640.7982,3700000.0,2255.0,231250.0,,57792.0,0.0001575328,0.1,1.820096 +3460.47,3514.298,0.16462065,1640.8668,3710000.0,2261.0,231875.0,,57952.0,0.0001572768,0.1,1.6919583 +3215.81,3513.574,0.16235374,1640.2117,3720000.0,2268.0,232500.0,,58112.0,0.0001570208,0.1,1.7963015 +3114.81,3511.1213,0.14771463,1640.2815,3730000.0,2274.0,233125.0,,58272.0,0.0001567648,0.1,1.8668972 +3168.35,3509.3435,0.1646003,1640.3508,3740000.0,2280.0,233750.0,,58432.0,0.0001565088,0.1,1.9548268 +3161.06,3508.213,0.20755695,1640.4199,3750000.0,2286.0,234375.0,,58592.0,0.0001562528,0.1,1.8313048 +3213.62,3506.136,0.21861878,1641.2047,3760000.0,2291.0,235000.0,,58720.0,0.000156048,0.1,1.7783977 +3228.31,3503.2188,0.24904,1640.557,3770000.0,2298.0,235625.0,,58880.0,0.000155792,0.1,1.8430773 +3274.06,3500.3184,0.18988787,1640.625,3780000.0,2304.0,236250.0,,59040.0,0.000155536,0.1,1.8556482 +3351.55,3497.5825,0.18206045,1640.6926,3790000.0,2310.0,236875.0,,59200.0,0.00015528,0.1,1.8141514 +3344.57,3495.4275,0.16979343,1640.0518,3800000.0,2317.0,237500.0,,59360.0,0.000155024,0.1,1.8692552 +3431.71,3494.376,0.15214904,1640.1205,3810000.0,2323.0,238125.0,,59520.0,0.000154768,0.1,1.8241045 +3369.22,3491.3428,0.21007735,1640.189,3820000.0,2329.0,238750.0,,59680.0,0.000154512,0.1,1.8700504 +3470.99,3490.305,0.24048854,1640.257,3830000.0,2335.0,239375.0,,59840.0,0.000154256,0.1,1.8847165 +3406.16,3488.759,0.18122432,1640.3247,3840000.0,2341.0,240000.0,,60000.0,0.000154,0.1,1.68854 +3304.1,3487.8977,0.14458404,1640.392,3850000.0,2347.0,240625.0,,60128.0,0.0001537952,0.1,1.8802487 +3398.19,3488.7268,0.16378129,1639.7621,3860000.0,2354.0,241250.0,,60288.0,0.0001535392,0.1,1.8822964 +3237.3,3488.781,0.21711294,1639.8306,3870000.0,2360.0,241875.0,,60448.0,0.0001532832,0.1,1.8130474 +3253.63,3488.0767,0.12216525,1639.8986,3880000.0,2366.0,242500.0,,60608.0,0.0001530272,0.1,1.851277 +3125.01,3486.8013,0.2105143,1639.9663,3890000.0,2372.0,243125.0,,60768.0,0.0001527712,0.1,1.7504662 +3158.22,3486.1855,0.2567483,1640.0337,3900000.0,2378.0,243750.0,,60928.0,0.0001525152,0.1,1.7852123 +3130.12,3485.5154,0.16441484,1640.1007,3910000.0,2384.0,244375.0,,61088.0,0.0001522592,0.1,1.8989822 +3058.63,3483.7478,0.10994187,1639.4814,3920000.0,2391.0,245000.0,,61248.0,0.0001520032,0.1,1.814776 +3031.23,3481.6907,0.14454052,1640.2338,3930000.0,2396.0,245625.0,,61376.0,0.0001517984,0.1,1.7741859 +3002.24,3479.1833,0.1566362,1639.6172,3940000.0,2403.0,246250.0,,61536.0,0.0001515424,0.1,1.7012614 +3057.08,3476.1711,0.23710842,1639.0042,3950000.0,2410.0,246875.0,,61696.0,0.0001512864,0.1,1.7728314 +3236.02,3476.1453,0.24272455,1639.0729,3960000.0,2416.0,247500.0,,61856.0,0.0001510304,0.1,1.9149172 +3385.33,3477.243,0.20567349,1639.1412,3970000.0,2422.0,248125.0,,62016.0,0.0001507744,0.1,1.6545796 +3440.21,3478.1462,0.1452968,1639.2092,3980000.0,2428.0,248750.0,,62176.0,0.0001505184,0.1,1.76192 +3454.11,3479.8486,0.15130106,1639.2769,3990000.0,2434.0,249375.0,,62336.0,0.0001502624,0.1,1.8917488 +3443.44,3481.4248,0.17793877,1638.6727,4000000.0,2441.0,250000.0,,62496.0,0.0001500064,0.1,1.8602471 +3553.12,3484.0579,0.13127033,1638.7413,4010000.0,2447.0,250625.0,,62656.0,0.0001497504,0.1,1.8641465 +3533.88,3486.2031,0.22883451,1639.478,4020000.0,2452.0,251250.0,,62784.0,0.0001495456,0.1,1.8144166 +3478.74,3486.9866,0.20822883,1639.5443,4030000.0,2458.0,251875.0,,62944.0,0.0001492896,0.1,1.7993255 +3298.72,3485.7625,0.2215563,1639.6104,4040000.0,2464.0,252500.0,,63104.0,0.0001490336,0.1,1.8716506 +3257.28,3485.0142,0.25704643,1639.0126,4050000.0,2471.0,253125.0,,63264.0,0.0001487776,0.1,1.8571903 +3327.21,3485.2385,0.28717485,1639.7416,4060000.0,2476.0,253750.0,,63424.0,0.0001485216,0.1,1.8595974 +3267.89,3482.644,0.14259353,1639.8066,4070000.0,2482.0,254375.0,,63584.0,0.0001482656,0.1,1.8133512 +3184.14,3480.7021,0.19486617,1639.8713,4080000.0,2488.0,255000.0,,63744.0,0.0001480096,0.1,1.7940829 +3107.76,3479.8508,0.19941029,1639.9358,4090000.0,2494.0,255625.0,,63904.0,0.0001477536,0.1,1.8012867 +3199.13,3480.9575,0.25205103,1640.0,4100000.0,2500.0,256250.0,,64032.0,0.0001475488,0.1,1.8871126 +3427.68,3484.538,0.17478426,1640.0638,4110000.0,2506.0,256875.0,,64192.0,0.0001472928,0.1,1.8111229 +3648.02,3488.2944,0.23418127,1639.4747,4120000.0,2513.0,257500.0,,64352.0,0.0001470368,0.1,1.9358549 +3732.6,3492.8313,0.23129039,1639.5396,4130000.0,2519.0,258125.0,,64512.0,0.0001467808,0.1,1.942832 +3748.8,3497.113,0.23056862,1639.604,4140000.0,2525.0,258750.0,,64672.0,0.0001465248,0.1,1.9158387 +3661.67,3498.7095,0.15473606,1639.0205,4150000.0,2532.0,259375.0,,64832.0,0.0001462688,0.1,1.828874 +3650.5,3498.6487,0.14082484,1639.0859,4160000.0,2538.0,260000.0,,64992.0,0.0001460128,0.1,1.8106925 +3526.57,3495.3982,0.32052702,1638.5068,4170000.0,2545.0,260625.0,,65152.0,0.0001457568,0.1,1.8480005 +3450.68,3489.6772,0.3180344,1639.2157,4180000.0,2550.0,261250.0,,65312.0,0.0001455008,0.1,1.765039 +3333.28,3483.4033,0.20079333,1639.2802,4190000.0,2556.0,261875.0,,65440.0,0.000145296,0.1,1.8627102 +3425.04,3479.0305,0.20910116,1639.3442,4200000.0,2562.0,262500.0,,65600.0,0.00014504,0.1,1.7489514 +3390.18,3476.05,0.21100117,1638.7699,4210000.0,2569.0,263125.0,,65760.0,0.000144784,0.1,1.7963059 +3453.02,3474.3137,0.15915513,1638.835,4220000.0,2575.0,263750.0,,65920.0,0.000144528,0.1,1.8618923 +3473.43,3473.025,0.21906693,1638.8997,4230000.0,2581.0,264375.0,,66080.0,0.000144272,0.1,1.7925763 +3399.91,3472.9343,0.27969036,1638.9641,4240000.0,2587.0,265000.0,,66240.0,0.000144016,0.1,1.8274109 +3324.04,3471.7632,0.22777908,1639.0282,4250000.0,2593.0,265625.0,,66400.0,0.00014376,0.1,1.7760565 +3388.23,3471.1052,0.1542707,1639.0919,4260000.0,2599.0,266250.0,,66560.0,0.000143504,0.1,1.8828578 +3433.58,3470.345,0.17324184,1639.7849,4270000.0,2604.0,266875.0,,66688.0,0.0001432992,0.1,1.774478 +3513.31,3470.801,0.22920872,1639.8468,4280000.0,2610.0,267500.0,,66848.0,0.0001430432,0.1,1.73998 +3542.28,3471.8445,0.17097226,1639.9082,4290000.0,2616.0,268125.0,,67008.0,0.0001427872,0.1,1.7195611 +3406.0,3470.6416,0.12741292,1639.3442,4300000.0,2623.0,268750.0,,67168.0,0.0001425312,0.1,1.8460526 +3498.37,3470.176,0.23708346,1639.4066,4310000.0,2629.0,269375.0,,67328.0,0.0001422752,0.1,1.7289631 +3519.63,3469.84,0.16389735,1639.4688,4320000.0,2635.0,270000.0,,67488.0,0.0001420192,0.1,1.7324766 +3392.96,3467.4026,0.1281557,1639.5305,4330000.0,2641.0,270625.0,,67648.0,0.0001417632,0.1,1.7787833 +3281.25,3464.456,0.28028655,1639.592,4340000.0,2647.0,271250.0,,67808.0,0.0001415072,0.1,1.7547145 +3270.85,3459.5232,0.27069503,1639.6532,4350000.0,2653.0,271875.0,,67968.0,0.0001412512,0.1,1.7794138 +3345.03,3457.2346,0.1981326,1640.331,4360000.0,2658.0,272500.0,,68096.0,0.0001410464,0.1,1.9400594 +3333.9,3454.8271,0.21106635,1639.7749,4370000.0,2665.0,273125.0,,68256.0,0.0001407904,0.1,1.7538793 +3196.99,3448.9038,0.15411656,1639.8353,4380000.0,2671.0,273750.0,,68416.0,0.0001405344,0.1,1.7690091 +3244.78,3443.6794,0.23275346,1640.5082,4390000.0,2676.0,274375.0,,68576.0,0.0001402784,0.1,1.6706531 +3363.96,3439.44,0.1796768,1640.5668,4400000.0,2682.0,275000.0,,68736.0,0.0001400224,0.1,1.9204607 +3337.75,3436.4524,0.25777665,1640.625,4410000.0,2688.0,275625.0,,68896.0,0.0001397664,0.1,1.716814 +3379.46,3434.8323,0.20938674,1640.683,4420000.0,2694.0,276250.0,,69056.0,0.0001395104,0.1,1.7730978 +3506.99,3433.603,0.15006523,1640.7407,4430000.0,2700.0,276875.0,,69216.0,0.0001392544,0.1,1.7803454 +3570.06,3434.219,0.25257072,1640.7982,4440000.0,2706.0,277500.0,,69344.0,0.0001390496,0.1,1.8052568 +3633.1,3435.6206,0.25531477,1640.2506,4450000.0,2713.0,278125.0,,69504.0,0.0001387936,0.1,1.811603 +3620.37,3437.549,0.26454222,1640.9125,4460000.0,2718.0,278750.0,,69664.0,0.0001385376,0.1,1.7291489 +3442.63,3436.4148,0.29474306,1640.9691,4470000.0,2724.0,279375.0,,69824.0,0.0001382816,0.1,1.6722023 +3409.81,3432.9734,0.29224047,1641.0256,4480000.0,2730.0,280000.0,,69984.0,0.0001380256,0.1,1.6178106 +3307.87,3427.4456,0.25766152,1641.0819,4490000.0,2736.0,280625.0,,70144.0,0.0001377696,0.1,1.8496168 +3278.29,3421.9138,0.17174004,1641.1378,4500000.0,2742.0,281250.0,,70304.0,0.0001375136,0.1,1.7180296 +3277.87,3416.4546,0.18594535,1641.1936,4510000.0,2748.0,281875.0,,70464.0,0.0001372576,0.1,1.7606976 +3369.01,3411.6929,0.29544005,1641.2491,4520000.0,2754.0,282500.0,,70624.0,0.0001370016,0.1,1.8729341 +3432.74,3408.181,0.31898025,1641.3043,4530000.0,2760.0,283125.0,,70752.0,0.0001367968,0.1,1.8559434 +3591.04,3406.731,0.17209685,1641.3594,4540000.0,2766.0,283750.0,,70912.0,0.0001365408,0.1,1.6675752 +3528.16,3405.8125,0.21209052,1641.4142,4550000.0,2772.0,284375.0,,71072.0,0.0001362848,0.1,1.8148646 +3467.78,3404.44,0.18361156,1641.4686,4560000.0,2778.0,285000.0,,71232.0,0.0001360288,0.1,1.8939621 +3539.19,3404.5747,0.20308182,1641.523,4570000.0,2784.0,285625.0,,71392.0,0.0001357728,0.1,1.7879713 +3698.54,3407.7478,0.20806235,1641.577,4580000.0,2790.0,286250.0,,71552.0,0.0001355168,0.1,1.8536263 +3596.65,3409.7146,0.22196601,1641.044,4590000.0,2797.0,286875.0,,71712.0,0.0001352608,0.1,1.7895181 +3521.62,3410.8044,0.23499836,1641.6846,4600000.0,2802.0,287500.0,,71872.0,0.0001350048,0.1,1.8424194 +3696.59,3413.4265,0.20376615,1641.7379,4610000.0,2808.0,288125.0,,72000.0,0.0001348,0.1,1.8757559 +3856.43,3416.7776,0.21756715,1641.791,4620000.0,2814.0,288750.0,,72160.0,0.000134544,0.1,1.8008716 +3805.05,3417.9922,0.20625637,1641.844,4630000.0,2820.0,289375.0,,72320.0,0.000134288,0.1,1.835161 +3729.96,3418.2207,0.17217895,1641.3159,4640000.0,2827.0,290000.0,,72480.0,0.000134032,0.1,1.8315089 +3688.54,3417.6057,0.13524623,1641.3696,4650000.0,2833.0,290625.0,,72640.0,0.000133776,0.1,1.8085339 +3754.89,3416.7432,0.16287825,1641.4231,4660000.0,2839.0,291250.0,,72800.0,0.00013352,0.1,1.7467722 +3620.3,3413.6748,0.21564426,1640.8995,4670000.0,2846.0,291875.0,,72960.0,0.000133264,0.1,1.6596279 +3600.34,3410.1943,0.2294951,1640.9537,4680000.0,2852.0,292500.0,,73120.0,0.000133008,0.1,1.7294668 +3586.54,3408.3113,0.16018212,1641.582,4690000.0,2857.0,293125.0,,73280.0,0.000132752,0.1,1.8348382 +3520.36,3408.779,0.24839118,1641.6346,4700000.0,2863.0,293750.0,,73408.0,0.0001325472,0.1,1.7781262 +3508.91,3409.2634,0.22557612,1641.687,4710000.0,2869.0,294375.0,,73568.0,0.0001322912,0.1,1.629424 +3623.35,3413.3384,0.31568906,1641.7391,4720000.0,2875.0,295000.0,,73728.0,0.0001320352,0.1,1.7031131 +3656.05,3418.7512,0.23576993,1641.2213,4730000.0,2882.0,295625.0,,73888.0,0.0001317792,0.1,1.6019847 +3640.92,3423.4766,0.20874369,1641.2743,4740000.0,2888.0,296250.0,,74048.0,0.0001315232,0.1,1.6127704 +3661.19,3428.478,0.19649549,1641.3269,4750000.0,2894.0,296875.0,,74208.0,0.0001312672,0.1,1.7413467 +3900.35,3435.3452,0.17933573,1640.8135,4760000.0,2901.0,297500.0,,74368.0,0.0001310112,0.1,1.7022002 +3972.67,3442.7883,0.17559312,1641.4315,4770000.0,2906.0,298125.0,,74528.0,0.0001307552,0.1,1.6738539 +3791.42,3447.9622,0.19225621,1641.4835,4780000.0,2912.0,298750.0,,74656.0,0.0001305504,0.1,1.7810237 +3566.27,3450.1094,0.22188158,1641.5353,4790000.0,2918.0,299375.0,,74816.0,0.0001302944,0.1,1.7565086 +3662.98,3453.2937,0.17817627,1641.5869,4800000.0,2924.0,300000.0,,74976.0,0.0001300384,0.1,1.7014716 +3509.07,3454.0671,0.20377688,1641.6382,4810000.0,2930.0,300625.0,,75136.0,0.0001297824,0.1,1.6255195 +3167.76,3452.0527,0.20193407,1641.6893,4820000.0,2936.0,301250.0,,75296.0,0.0001295264,0.1,1.8127358 +3280.48,3450.1475,0.19866121,1641.7404,4830000.0,2942.0,301875.0,,75456.0,0.0001292704,0.1,1.7702111 +3352.19,3449.608,0.13853541,1641.791,4840000.0,2948.0,302500.0,,75616.0,0.0001290144,0.1,1.7824147 +3383.84,3450.4055,0.12901208,1641.286,4850000.0,2955.0,303125.0,,75776.0,0.0001287584,0.1,1.9369073 +3571.13,3452.135,0.21939011,1641.3374,4860000.0,2961.0,303750.0,,75936.0,0.0001285024,0.1,1.7303368 +3542.86,3455.191,0.19169888,1641.3885,4870000.0,2967.0,304375.0,,76064.0,0.0001282976,0.1,1.7467079 +3619.28,3458.8474,0.21998179,1641.992,4880000.0,2972.0,305000.0,,76224.0,0.0001280416,0.1,1.8651146 +3649.6,3464.093,0.213928,1641.4905,4890000.0,2979.0,305625.0,,76384.0,0.0001277856,0.1,1.760694 +3537.01,3467.8809,0.15810543,1641.541,4900000.0,2985.0,306250.0,,76544.0,0.0001275296,0.1,1.671797 +3545.85,3472.038,0.17875727,1642.1405,4910000.0,2990.0,306875.0,,76704.0,0.0001272736,0.1,1.7377474 +3486.28,3476.3147,0.17709869,1642.1896,4920000.0,2996.0,307500.0,,76864.0,0.0001270176,0.1,1.7343006 +3426.49,3480.267,0.20823392,1642.2385,4930000.0,3002.0,308125.0,,77024.0,0.0001267616,0.1,1.8562375 +3495.7,3485.202,0.17507896,1641.7415,4940000.0,3009.0,308750.0,,77184.0,0.0001265056,0.1,1.7832617 +3533.84,3489.9695,0.2286221,1641.791,4950000.0,3015.0,309375.0,,77312.0,0.0001263008,0.1,1.8213522 +3420.0,3491.8093,0.27585799,1641.8405,4960000.0,3021.0,310000.0,,77472.0,0.0001260448,0.1,1.8281643 +3455.01,3492.5059,0.2289045,1641.8896,4970000.0,3027.0,310625.0,,77632.0,0.0001257888,0.1,1.9150877 +3514.89,3493.253,0.22693919,1641.9387,4980000.0,3033.0,311250.0,,77792.0,0.0001255328,0.1,1.9238031 +3569.3,3494.4048,0.19508283,1641.9875,4990000.0,3039.0,311875.0,,77952.0,0.0001252768,0.1,1.8409576 +3338.06,3493.3508,0.1592661,1642.0361,5000000.0,3045.0,312500.0,,78112.0,0.0001250208,0.1,1.9075682 +3254.13,3490.3613,0.22774209,1642.0846,5010000.0,3051.0,313125.0,,78272.0,0.0001247648,0.1,1.7915812 +3327.01,3488.2925,0.119042486,1642.1328,5020000.0,3057.0,313750.0,,78432.0,0.0001245088,0.1,1.74958 +3314.06,3486.6455,0.2976253,1641.6449,5030000.0,3064.0,314375.0,,78592.0,0.0001242528,0.1,1.8394864 +3256.75,3486.2256,0.24818741,1642.2288,5040000.0,3069.0,315000.0,,78720.0,0.000124048,0.1,1.8640277 +3321.74,3486.8706,0.17781243,1642.2764,5050000.0,3075.0,315625.0,,78880.0,0.000123792,0.1,1.7195323 +3355.2,3487.1504,0.21936335,1642.324,5060000.0,3081.0,316250.0,,79040.0,0.000123536,0.1,1.9722406 +3460.56,3489.077,0.1365714,1641.8394,5070000.0,3088.0,316875.0,,79200.0,0.00012328,0.1,1.7815456 +3588.28,3493.1184,0.18745698,1641.8876,5080000.0,3094.0,317500.0,,79360.0,0.000123024,0.1,1.776971 +3643.72,3498.4778,0.18140742,1641.9354,5090000.0,3100.0,318125.0,,79520.0,0.000122768,0.1,1.8050969 +3638.98,3502.8765,0.11403646,1641.9833,5100000.0,3106.0,318750.0,,79680.0,0.000122512,0.1,1.6375046 +3635.58,3504.9556,0.33071992,1641.5034,5110000.0,3113.0,319375.0,,79840.0,0.000122256,0.1,1.7604764 +3598.13,3504.4565,0.13866316,1641.5518,5120000.0,3119.0,320000.0,,80000.0,0.000122,0.1,1.7676744 +3660.62,3503.7368,0.24634792,1641.6,5130000.0,3125.0,320625.0,,80128.0,0.0001217952,0.1,1.7404263 +3580.32,3502.0522,0.1622866,1641.6481,5140000.0,3131.0,321250.0,,80288.0,0.0001215392,0.1,1.8473787 +3359.22,3499.0276,0.20619711,1641.6959,5150000.0,3137.0,321875.0,,80448.0,0.0001212832,0.1,1.7854145 +3410.93,3496.6316,0.14532562,1641.7435,5160000.0,3143.0,322500.0,,80608.0,0.0001210272,0.1,1.7985557 +3583.7,3497.2031,0.16440983,1641.2699,5170000.0,3150.0,323125.0,,80768.0,0.0001207712,0.1,1.758178 +3462.06,3497.317,0.24381591,1641.8384,5180000.0,3155.0,323750.0,,80928.0,0.0001205152,0.1,1.7610679 +3309.64,3497.0803,0.28691006,1641.8855,5190000.0,3161.0,324375.0,,81088.0,0.0001202592,0.1,1.8314424 +3233.9,3495.1687,0.1448628,1641.9324,5200000.0,3167.0,325000.0,,81248.0,0.0001200032,0.1,1.7793716 +3363.5,3494.902,0.16085425,1642.4968,5210000.0,3172.0,325625.0,,81376.0,0.0001197984,0.1,1.7179449 +3462.68,3494.999,0.18373774,1642.5425,5220000.0,3178.0,326250.0,,81536.0,0.0001195424,0.1,1.7497425 +3528.24,3495.547,0.15942322,1642.5879,5230000.0,3184.0,326875.0,,81696.0,0.0001192864,0.1,1.6747577 +3351.33,3495.0615,0.17064524,1642.6332,5240000.0,3190.0,327500.0,,81856.0,0.0001190304,0.1,1.6997969 +3494.46,3496.7656,0.15666473,1642.1646,5250000.0,3197.0,328125.0,,82016.0,0.0001187744,0.1,1.6875272 +3404.3,3496.9263,0.14714916,1642.2104,5260000.0,3203.0,328750.0,,82176.0,0.0001185184,0.1,1.6940943 +3378.12,3496.3718,0.21323158,1642.7681,5270000.0,3208.0,329375.0,,82336.0,0.0001182624,0.1,1.715419 +3360.99,3494.8484,0.1531933,1642.8127,5280000.0,3214.0,330000.0,,82496.0,0.0001180064,0.1,1.7606285 +3251.07,3491.9363,0.22505955,1642.8572,5290000.0,3220.0,330625.0,,82656.0,0.0001177504,0.1,1.6726339 +3419.2,3492.0679,0.31152737,1642.9014,5300000.0,3226.0,331250.0,,82784.0,0.0001175456,0.1,1.8110683 +3523.78,3492.3223,0.14534283,1642.9456,5310000.0,3232.0,331875.0,,82944.0,0.0001172896,0.1,1.7495304 +3511.14,3492.2368,0.33162862,1643.4971,5320000.0,3237.0,332500.0,,83104.0,0.0001170336,0.1,1.6973431 +3724.31,3495.5505,0.17157754,1643.5399,5330000.0,3243.0,333125.0,,83264.0,0.0001167776,0.1,1.68647 +3938.47,3502.1228,0.16832387,1643.0769,5340000.0,3250.0,333750.0,,83424.0,0.0001165216,0.1,1.673743 +3881.86,3508.2332,0.17145327,1643.1204,5350000.0,3256.0,334375.0,,83584.0,0.0001162656,0.1,1.7187877 +3981.1,3514.5938,0.25262228,1642.6602,5360000.0,3263.0,335000.0,,83744.0,0.0001160096,0.1,1.7415712 +3893.66,3520.1917,0.20649545,1642.7042,5370000.0,3269.0,335625.0,,83904.0,0.0001157536,0.1,1.6557609 +3760.85,3525.8303,0.16680077,1643.2499,5380000.0,3274.0,336250.0,,84032.0,0.0001155488,0.1,1.6177547 +3710.55,3530.4878,0.13952197,1643.2927,5390000.0,3280.0,336875.0,,84192.0,0.0001152928,0.1,1.6862345 +3650.81,3533.3562,0.17864557,1643.8356,5400000.0,3285.0,337500.0,,84352.0,0.0001150368,0.1,1.7209113 +3631.4,3536.2927,0.22658305,1643.8772,5410000.0,3291.0,338125.0,,84512.0,0.0001147808,0.1,1.8724056 +3560.84,3538.107,0.14122139,1643.9187,5420000.0,3297.0,338750.0,,84672.0,0.0001145248,0.1,1.7164571 +3521.04,3538.247,0.168956,1643.9601,5430000.0,3303.0,339375.0,,84832.0,0.0001142688,0.1,1.7102227 +3417.71,3536.7236,0.19436853,1644.0012,5440000.0,3309.0,340000.0,,84992.0,0.0001140128,0.1,1.5313838 +3591.23,3536.3047,0.1459336,1644.0422,5450000.0,3315.0,340625.0,,85152.0,0.0001137568,0.1,1.686631 +3630.12,3536.402,0.1351655,1643.5883,5460000.0,3322.0,341250.0,,85312.0,0.0001135008,0.1,1.5673981 +3557.65,3537.5527,0.223502,1644.1238,5470000.0,3327.0,341875.0,,85440.0,0.000113296,0.1,1.6398599 +3677.76,3540.232,0.19648406,1644.1644,5480000.0,3333.0,342500.0,,85600.0,0.00011304,0.1,1.6844603 +3712.04,3544.2737,0.20169328,1643.7125,5490000.0,3340.0,343125.0,,85760.0,0.000112784,0.1,1.7033765 +3695.55,3548.4465,0.21429822,1643.7538,5500000.0,3346.0,343750.0,,85920.0,0.000112528,0.1,1.7379398 +3920.33,3554.8713,0.23046291,1644.2853,5510000.0,3351.0,344375.0,,86080.0,0.000112272,0.1,1.6691747 +3864.45,3559.8257,0.16041061,1643.8356,5520000.0,3358.0,345000.0,,86240.0,0.000112016,0.1,1.7417655 +4014.02,3565.6384,0.1506861,1644.3651,5530000.0,3363.0,345625.0,,86400.0,0.00011176,0.1,1.8223357 +4061.81,3570.3462,0.19420007,1644.4049,5540000.0,3369.0,346250.0,,86560.0,0.000111504,0.1,1.8905141 +3955.15,3574.616,0.17432795,1644.4445,5550000.0,3375.0,346875.0,,86688.0,0.0001112992,0.1,1.7374936 +4064.15,3580.5796,0.21024504,1644.4839,5560000.0,3381.0,347500.0,,86848.0,0.0001110432,0.1,1.731056 +4053.12,3585.719,0.19316286,1644.5232,5570000.0,3387.0,348125.0,,87008.0,0.0001107872,0.1,1.6356428 +4021.64,3588.95,0.26661828,1645.0471,5580000.0,3392.0,348750.0,,87168.0,0.0001105312,0.1,1.7963383 +3750.88,3590.492,0.1917639,1645.0853,5590000.0,3398.0,349375.0,,87328.0,0.0001102752,0.1,1.8123623 +3722.43,3592.5,0.17717622,1645.1234,5600000.0,3404.0,350000.0,,87488.0,0.0001100192,0.1,1.7692873 +3619.96,3591.7341,0.18734166,1645.1613,5610000.0,3410.0,350625.0,,87648.0,0.0001097632,0.1,1.73305 +3552.32,3588.6929,0.18823008,1645.1991,5620000.0,3416.0,351250.0,,87808.0,0.0001095072,0.1,1.7449579 +3661.89,3587.2612,0.1962258,1645.2367,5630000.0,3422.0,351875.0,,87968.0,0.0001092512,0.1,1.8426772 +3644.04,3586.4019,0.121365786,1645.7543,5640000.0,3427.0,352500.0,,88096.0,0.0001090464,0.1,1.727239 +3558.27,3585.099,0.21070382,1645.7909,5650000.0,3433.0,353125.0,,88256.0,0.0001087904,0.1,1.7518811 +3697.12,3584.5215,0.20848876,1645.3489,5660000.0,3440.0,353750.0,,88416.0,0.0001085344,0.1,1.7141714 +3633.05,3584.6494,0.13948604,1645.8635,5670000.0,3445.0,354375.0,,88576.0,0.0001082784,0.1,1.8007617 +3742.64,3586.0723,0.17499807,1645.8998,5680000.0,3451.0,355000.0,,88736.0,0.0001080224,0.1,1.7969061 +3540.05,3585.6072,0.17332773,1645.9358,5690000.0,3457.0,355625.0,,88896.0,0.0001077664,0.1,1.7639973 +3369.78,3584.1016,0.21592492,1645.9717,5700000.0,3463.0,356250.0,,89056.0,0.0001075104,0.1,1.6983943 +3428.86,3583.301,0.12330669,1646.4822,5710000.0,3468.0,356875.0,,89216.0,0.0001072544,0.1,1.7248194 +3419.69,3581.2646,0.14534277,1646.517,5720000.0,3474.0,357500.0,,89344.0,0.0001070496,0.1,1.7297549 +3366.88,3578.3728,0.15323026,1646.5518,5730000.0,3480.0,358125.0,,89504.0,0.0001067936,0.1,1.7155342 +3216.1,3574.1248,0.15832147,1646.5863,5740000.0,3486.0,358750.0,,89664.0,0.0001065376,0.1,1.8052647 +3205.47,3569.567,0.16398187,1646.6208,5750000.0,3492.0,359375.0,,89824.0,0.0001062816,0.1,1.742459 +3329.96,3563.8635,0.28829572,1647.1261,5760000.0,3497.0,360000.0,,89984.0,0.0001060256,0.1,1.7083542 +3231.34,3556.45,0.16675183,1647.1595,5770000.0,3503.0,360625.0,,90144.0,0.0001057696,0.1,1.8129263 +3391.97,3552.4556,0.29533815,1647.6625,5780000.0,3508.0,361250.0,,90304.0,0.0001055136,0.1,1.7724522 +3427.59,3551.0688,0.20650205,1647.695,5790000.0,3514.0,361875.0,,90464.0,0.0001052576,0.1,1.6567255 +3468.01,3549.1191,0.19287252,1647.2593,5800000.0,3521.0,362500.0,,90624.0,0.0001050016,0.1,1.623877 +3519.9,3549.2273,0.13302858,1647.7595,5810000.0,3526.0,363125.0,,90752.0,0.0001047968,0.1,1.6657575 +3341.21,3550.9622,0.12154367,1647.7916,5820000.0,3532.0,363750.0,,90912.0,0.0001045408,0.1,1.6736519 +3541.95,3553.5767,0.21758686,1647.8236,5830000.0,3538.0,364375.0,,91072.0,0.0001042848,0.1,1.6561142 +3517.98,3555.2346,0.16468085,1647.8556,5840000.0,3544.0,365000.0,,91232.0,0.0001040288,0.1,1.6590016 +3588.99,3557.286,0.12448684,1647.8873,5850000.0,3550.0,365625.0,,91392.0,0.0001037728,0.1,1.6096928 +3748.67,3559.0613,0.26853466,1648.3826,5860000.0,3555.0,366250.0,,91552.0,0.0001035168,0.1,1.8044839 +3716.25,3560.7954,0.16285698,1647.9506,5870000.0,3562.0,366875.0,,91712.0,0.0001032608,0.1,1.7321554 +3954.97,3564.152,0.2165689,1647.982,5880000.0,3568.0,367500.0,,91872.0,0.0001030048,0.1,1.6646659 +3850.35,3566.1594,0.19366135,1648.0134,5890000.0,3574.0,368125.0,,92000.0,0.0001028,0.1,1.601839 +3752.64,3568.3157,0.23089701,1648.0447,5900000.0,3580.0,368750.0,,92160.0,0.000102544,0.1,1.6698756 +3646.6,3569.3232,0.24012578,1648.0758,5910000.0,3586.0,369375.0,,92320.0,0.000102288,0.1,1.6185563 +3646.32,3570.9238,0.20793329,1647.6482,5920000.0,3593.0,370000.0,,92480.0,0.000102032,0.1,1.7190356 +3487.17,3571.53,0.19870433,1647.6799,5930000.0,3599.0,370625.0,,92640.0,0.000101776,0.1,1.6794007 +3441.14,3570.9844,0.22179271,1648.1687,5940000.0,3604.0,371250.0,,92800.0,0.00010152,0.1,1.78105 +3409.98,3569.7458,0.16875024,1648.1995,5950000.0,3610.0,371875.0,,92960.0,0.000101264,0.1,1.6493413 +3484.14,3570.3875,0.1823529,1648.2301,5960000.0,3616.0,372500.0,,93120.0,0.000101008,0.1,1.5954894 +3605.98,3571.897,0.25801948,1648.2606,5970000.0,3622.0,373125.0,,93280.0,0.000100752,0.1,1.6936874 +3629.76,3573.0457,0.16993329,1648.7455,5980000.0,3627.0,373750.0,,93408.0,0.0001005472,0.1,1.6671218 +3854.03,3575.8936,0.28379115,1648.7751,5990000.0,3633.0,374375.0,,93568.0,0.0001002912,0.1,1.6263293 +3894.25,3581.455,0.31414315,1648.8046,6000000.0,3639.0,375000.0,,93728.0,0.0001000352,0.1,1.8276308 +3944.67,3588.3606,0.27447444,1648.834,6010000.0,3645.0,375625.0,,93888.0,9.97792e-05,0.1,1.5724163 +4041.99,3595.5107,0.14294742,1648.8633,6020000.0,3651.0,376250.0,,94048.0,9.95232e-05,0.1,1.6166213 +3867.2,3601.042,0.22176497,1648.8926,6030000.0,3657.0,376875.0,,94208.0,9.92672e-05,0.1,1.6297988 +3712.76,3605.6018,0.159295,1648.9216,6040000.0,3663.0,377500.0,,94368.0,9.90112e-05,0.1,1.6528931 +3679.17,3609.1763,0.16991642,1648.9507,6050000.0,3669.0,378125.0,,94528.0,9.87552e-05,0.1,1.6368738 +3618.36,3611.8079,0.17784683,1649.4285,6060000.0,3674.0,378750.0,,94656.0,9.85504e-05,0.1,1.7038136 +3634.61,3613.5483,0.3056008,1649.4565,6070000.0,3680.0,379375.0,,94816.0,9.82944e-05,0.1,1.5871272 +3590.29,3613.5688,0.33125293,1649.4845,6080000.0,3686.0,380000.0,,94976.0,9.80384e-05,0.1,1.5839363 +3702.94,3614.1611,0.11437359,1649.9594,6090000.0,3691.0,380625.0,,95136.0,9.77824e-05,0.1,1.6428964 +3740.33,3615.1743,0.2401769,1649.5403,6100000.0,3698.0,381250.0,,95296.0,9.75264e-05,0.1,1.5312002 +3548.8,3614.3066,0.18000501,1649.568,6110000.0,3704.0,381875.0,,95456.0,9.72704e-05,0.1,1.6583292 +3438.83,3612.7139,0.20720603,1650.0404,6120000.0,3709.0,382500.0,,95616.0,9.70144e-05,0.1,1.5674992 +3549.41,3611.6018,0.16985123,1650.0673,6130000.0,3715.0,383125.0,,95776.0,9.67584e-05,0.1,1.5773258 +3560.7,3611.4053,0.141767,1650.0941,6140000.0,3721.0,383750.0,,95936.0,9.65024e-05,0.1,1.6714923 +3440.15,3612.2146,0.20950721,1650.5636,6150000.0,3726.0,384375.0,,96064.0,9.62976e-05,0.1,1.5682731 +3382.01,3611.925,0.36078763,1650.1473,6160000.0,3733.0,385000.0,,96224.0,9.60416e-05,0.1,1.6956873 +3408.24,3610.1707,0.1537502,1650.1738,6170000.0,3739.0,385625.0,,96384.0,9.57856e-05,0.1,1.7774047 +3426.46,3609.815,0.23653139,1650.641,6180000.0,3744.0,386250.0,,96544.0,9.55296e-05,0.1,1.7010853 +3430.02,3611.0188,0.25121662,1651.1069,6190000.0,3749.0,386875.0,,96704.0,9.52736e-05,0.1,1.7070978 +3417.71,3612.8572,0.15118311,1651.5717,6200000.0,3754.0,387500.0,,96864.0,9.50176e-05,0.1,1.6734396 +3414.27,3613.3647,0.20569548,1652.0352,6210000.0,3759.0,388125.0,,97024.0,9.47616e-05,0.1,1.6628575 +3495.05,3613.6885,0.11773232,1652.4973,6220000.0,3764.0,388750.0,,97184.0,9.45056e-05,0.1,1.6477501 +3538.48,3613.791,0.23421264,1653.397,6230000.0,3768.0,389375.0,,97312.0,9.43008e-05,0.1,1.5723945 +3569.72,3615.9746,0.20027207,1653.8563,6240000.0,3773.0,390000.0,,97472.0,9.40448e-05,0.1,1.5874367 +3651.63,3617.546,0.21737044,1654.3145,6250000.0,3778.0,390625.0,,97632.0,9.37888e-05,0.1,1.5218663 +3771.23,3621.2153,0.18744744,1655.2089,6260000.0,3782.0,391250.0,,97792.0,9.35328e-05,0.1,1.5827525 +3670.1,3624.135,0.3001232,1655.6641,6270000.0,3787.0,391875.0,,97952.0,9.32768e-05,0.1,1.5098405 +3517.02,3625.6953,0.16643338,1656.1182,6280000.0,3792.0,392500.0,,98112.0,9.30208e-05,0.1,1.5522265 +3486.85,3628.0532,0.17639692,1657.0073,6290000.0,3796.0,393125.0,,98272.0,9.27648e-05,0.1,1.6186061 +3442.57,3628.287,0.25033286,1657.4586,6300000.0,3801.0,393750.0,,98432.0,9.25088e-05,0.1,1.5854979 +3400.28,3627.0518,0.18605596,1657.9086,6310000.0,3806.0,394375.0,,98592.0,9.22528e-05,0.1,1.7003727 +3399.13,3625.932,0.15536721,1658.7926,6320000.0,3810.0,395000.0,,98720.0,9.2048e-05,0.1,1.7100106 +3415.05,3622.8394,0.23869918,1659.2399,6330000.0,3815.0,395625.0,,98880.0,9.1792e-05,0.1,1.5287261 +3424.69,3617.7017,0.18284334,1659.6859,6340000.0,3820.0,396250.0,,99040.0,9.1536e-05,0.1,1.6587108 +3434.32,3613.2258,0.21667027,1660.1307,6350000.0,3825.0,396875.0,,99200.0,9.128e-05,0.1,1.6475315 +3586.79,3609.2827,0.20646444,1660.5745,6360000.0,3830.0,397500.0,,99360.0,9.1024e-05,0.1,1.535211 +3395.41,3604.3003,0.26055303,1661.017,6370000.0,3835.0,398125.0,,99520.0,9.0768e-05,0.1,1.6028895 +3279.27,3599.4846,0.20869742,1661.4584,6380000.0,3840.0,398750.0,,99680.0,9.0512e-05,0.1,1.7187499 +3303.87,3595.4177,0.22727855,1661.8986,6390000.0,3845.0,399375.0,,99840.0,9.0256e-05,0.1,1.5805609 +3523.08,3594.1409,0.20459245,1662.7695,6400000.0,3849.0,400000.0,,100000.0,9e-05,0.1,1.6468875 +3537.79,3593.2046,0.22256482,1663.207,6410000.0,3854.0,400625.0,,100128.0,8.97952e-05,0.1,1.5502636 +3488.53,3592.4814,0.15646829,1663.6434,6420000.0,3859.0,401250.0,,100288.0,8.95392e-05,0.1,1.524965 +3511.56,3592.3865,0.19407108,1664.0787,6430000.0,3864.0,401875.0,,100448.0,8.92832e-05,0.1,1.5461963 +3521.84,3593.4277,0.20252582,1664.5128,6440000.0,3869.0,402500.0,,100608.0,8.90272e-05,0.1,1.6485524 +3501.93,3592.535,0.19863921,1664.9458,6450000.0,3874.0,403125.0,,100768.0,8.87712e-05,0.1,1.5688275 +3394.0,3590.1738,0.17596771,1665.8071,6460000.0,3878.0,403750.0,,100928.0,8.85152e-05,0.1,1.6841125 +3394.9,3588.5461,0.22851148,1666.2374,6470000.0,3883.0,404375.0,,101088.0,8.82592e-05,0.1,1.6802537 +3426.16,3586.03,0.16328616,1666.6666,6480000.0,3888.0,405000.0,,101248.0,8.80032e-05,0.1,1.4509647 +3554.44,3584.454,0.23229755,1667.5231,6490000.0,3892.0,405625.0,,101376.0,8.77984e-05,0.1,1.5345967 +3569.26,3583.191,0.32077342,1667.9497,6500000.0,3897.0,406250.0,,101536.0,8.75424e-05,0.1,1.5275861 +3660.84,3580.5962,0.1721832,1668.3752,6510000.0,3902.0,406875.0,,101696.0,8.72864e-05,0.1,1.4581196 +3693.88,3578.8904,0.1513254,1669.2268,6520000.0,3906.0,407500.0,,101856.0,8.70304e-05,0.1,1.5937424 +3709.71,3575.8474,0.15945971,1669.6497,6530000.0,3911.0,408125.0,,102016.0,8.67744e-05,0.1,1.5608294 +3676.99,3571.9993,0.18684578,1670.0715,6540000.0,3916.0,408750.0,,102176.0,8.65184e-05,0.1,1.6276411 +3533.24,3567.7803,0.2570966,1670.4922,6550000.0,3921.0,409375.0,,102336.0,8.62624e-05,0.1,1.4777145 +3540.2,3562.5405,0.20384906,1670.9119,6560000.0,3926.0,410000.0,,102496.0,8.60064e-05,0.1,1.6351573 +3343.79,3555.4475,0.14687656,1671.3304,6570000.0,3931.0,410625.0,,102656.0,8.57504e-05,0.1,1.4378204 +3446.91,3549.6997,0.21314411,1672.1729,6580000.0,3935.0,411250.0,,102784.0,8.55456e-05,0.1,1.4690479 +3506.16,3547.2524,0.26394308,1672.5889,6590000.0,3940.0,411875.0,,102944.0,8.52896e-05,0.1,1.485959 +3414.68,3544.1753,0.14535157,1673.0038,6600000.0,3945.0,412500.0,,103104.0,8.50336e-05,0.1,1.5177832 +3574.68,3543.7224,0.24586718,1673.8414,6610000.0,3949.0,413125.0,,103264.0,8.47776e-05,0.1,1.5271052 +3604.35,3544.243,0.29345438,1674.2539,6620000.0,3954.0,413750.0,,103424.0,8.45216e-05,0.1,1.5209441 +3779.7,3545.421,0.17997043,1674.6653,6630000.0,3959.0,414375.0,,103584.0,8.42656e-05,0.1,1.3520043 +3744.56,3546.426,0.23084903,1675.0757,6640000.0,3964.0,415000.0,,103744.0,8.40096e-05,0.1,1.5855645 +3711.9,3547.9624,0.22226365,1675.485,6650000.0,3969.0,415625.0,,103904.0,8.37536e-05,0.1,1.6007386 +3895.66,3549.9478,0.21059772,1676.3152,6660000.0,3973.0,416250.0,,104032.0,8.35488e-05,0.1,1.457896 +3974.27,3553.3604,0.24075542,1677.1436,6670000.0,3977.0,416875.0,,104192.0,8.32928e-05,0.1,1.5131781 +3889.85,3554.8323,0.2627183,1677.549,6680000.0,3982.0,417500.0,,104352.0,8.30368e-05,0.1,1.4991982 +3937.34,3558.805,0.221433,1677.9534,6690000.0,3987.0,418125.0,,104512.0,8.27808e-05,0.1,1.6113598 +3943.75,3564.5447,0.21633828,1678.7772,6700000.0,3991.0,418750.0,,104672.0,8.25248e-05,0.1,1.5402386 +4054.78,3570.804,0.13920997,1679.1792,6710000.0,3996.0,419375.0,,104832.0,8.22688e-05,0.1,1.5948937 +3886.85,3575.4753,0.16536866,1679.5801,6720000.0,4001.0,420000.0,,104992.0,8.20128e-05,0.1,1.7788765 +3934.63,3581.153,0.13181749,1680.3995,6730000.0,4005.0,420625.0,,105152.0,8.17568e-05,0.1,1.4880123 +3944.96,3588.4417,0.30634636,1680.798,6740000.0,4010.0,421250.0,,105312.0,8.15008e-05,0.1,1.5551267 +3934.28,3595.7297,0.19091462,1681.6144,6750000.0,4014.0,421875.0,,105440.0,8.1296e-05,0.1,1.439686 +4039.91,3602.8293,0.2633967,1682.0105,6760000.0,4019.0,422500.0,,105600.0,8.104e-05,0.1,1.5994377 +4062.68,3611.1428,0.14597899,1682.4055,6770000.0,4024.0,423125.0,,105760.0,8.0784e-05,0.1,1.525042 +3955.2,3616.775,0.22707658,1682.7997,6780000.0,4029.0,423750.0,,105920.0,8.0528e-05,0.1,1.5529314 +4026.95,3622.7686,0.23226833,1683.1929,6790000.0,4034.0,424375.0,,106080.0,8.0272e-05,0.1,1.4291565 +3870.96,3626.7979,0.25955632,1683.5851,6800000.0,4039.0,425000.0,,106240.0,8.0016e-05,0.1,1.4414896 +3661.02,3628.2095,0.2534248,1683.9763,6810000.0,4044.0,425625.0,,106400.0,7.976e-05,0.1,1.5627408 +3485.44,3629.6516,0.30096015,1684.3665,6820000.0,4049.0,426250.0,,106560.0,7.9504e-05,0.1,1.5149717 +3305.98,3627.2922,0.14865832,1684.7557,6830000.0,4054.0,426875.0,,106688.0,7.92992e-05,0.1,1.5887119 +3393.82,3626.05,0.28067377,1685.5594,6840000.0,4058.0,427500.0,,106848.0,7.90432e-05,0.1,1.5278195 +3379.39,3623.954,0.16302206,1685.9463,6850000.0,4063.0,428125.0,,107008.0,7.87872e-05,0.1,1.4757524 +3556.42,3622.0312,0.25408673,1686.3324,6860000.0,4068.0,428750.0,,107168.0,7.85312e-05,0.1,1.5474921 +3556.01,3620.429,0.15716884,1686.7174,6870000.0,4073.0,429375.0,,107328.0,7.82752e-05,0.1,1.4987833 +3751.75,3618.397,0.14845908,1687.1016,6880000.0,4078.0,430000.0,,107488.0,7.80192e-05,0.1,1.4868033 +3549.98,3615.393,0.24684134,1687.4847,6890000.0,4083.0,430625.0,,107648.0,7.77632e-05,0.1,1.5444233 +3452.0,3612.387,0.17984545,1687.867,6900000.0,4088.0,431250.0,,107808.0,7.75072e-05,0.1,1.5565686 +3460.07,3610.5215,0.22528651,1688.6608,6910000.0,4092.0,431875.0,,107968.0,7.72512e-05,0.1,1.5789053 +3349.44,3607.5527,0.17231259,1689.0408,6920000.0,4097.0,432500.0,,108096.0,7.70464e-05,0.1,1.6030303 +3308.85,3605.7698,0.24585159,1689.4198,6930000.0,4102.0,433125.0,,108256.0,7.67904e-05,0.1,1.6066341 +3464.0,3605.998,0.2712823,1689.7979,6940000.0,4107.0,433750.0,,108416.0,7.65344e-05,0.1,1.55793 +3664.15,3608.54,0.14280254,1690.175,6950000.0,4112.0,434375.0,,108576.0,7.62784e-05,0.1,1.4673827 +3858.03,3612.279,0.28629807,1690.5514,6960000.0,4117.0,435000.0,,108736.0,7.60224e-05,0.1,1.5389731 +3899.83,3615.2178,0.30579677,1691.337,6970000.0,4121.0,435625.0,,108896.0,7.57664e-05,0.1,1.5487256 +3863.36,3617.554,0.1690369,1691.711,6980000.0,4126.0,436250.0,,109056.0,7.55104e-05,0.1,1.5575192 +3750.5,3616.5188,0.1500185,1692.0842,6990000.0,4131.0,436875.0,,109216.0,7.52544e-05,0.1,1.5143892 +3679.6,3614.3718,0.15791015,1692.8657,7000000.0,4135.0,437500.0,,109344.0,7.50496e-05,0.1,1.518666 +3563.01,3610.5554,0.21590726,1693.2367,7010000.0,4140.0,438125.0,,109504.0,7.47936e-05,0.1,1.4628536 +3433.44,3604.4697,0.2170469,1693.1982,7020000.0,4146.0,438750.0,,109664.0,7.45376e-05,0.1,1.464679 +3423.36,3600.0312,0.2142379,1693.5679,7030000.0,4151.0,439375.0,,109824.0,7.42816e-05,0.1,1.3503964 +3467.6,3597.5796,0.17075527,1693.9365,7040000.0,4156.0,440000.0,,109984.0,7.40256e-05,0.1,1.5701439 +3754.4,3598.3318,0.18595159,1694.3042,7050000.0,4161.0,440625.0,,110144.0,7.37696e-05,0.1,1.4923537 +3661.2,3598.7603,0.16883434,1694.6711,7060000.0,4166.0,441250.0,,110304.0,7.35136e-05,0.1,1.5229487 +4027.88,3602.693,0.21454892,1695.0371,7070000.0,4171.0,441875.0,,110464.0,7.32576e-05,0.1,1.6575494 +4094.98,3607.7397,0.18301633,1695.4023,7080000.0,4176.0,442500.0,,110624.0,7.30016e-05,0.1,1.6215718 +4044.34,3611.1538,0.23978654,1695.7666,7090000.0,4181.0,443125.0,,110752.0,7.27968e-05,0.1,1.6455321 +4215.49,3615.9055,0.27665418,1696.13,7100000.0,4186.0,443750.0,,110912.0,7.25408e-05,0.1,1.4949973 +4158.75,3622.005,0.16529752,1696.4924,7110000.0,4191.0,444375.0,,111072.0,7.22848e-05,0.1,1.5682325 +4112.74,3628.7444,0.20389792,1696.8541,7120000.0,4196.0,445000.0,,111232.0,7.20288e-05,0.1,1.4714986 +4020.19,3633.452,0.27485976,1696.811,7130000.0,4202.0,445625.0,,111392.0,7.17728e-05,0.1,1.617352 +3971.3,3637.558,0.18202418,1697.1714,7140000.0,4207.0,446250.0,,111552.0,7.15168e-05,0.1,1.3958116 +4103.05,3644.1873,0.21447898,1697.5309,7150000.0,4212.0,446875.0,,111712.0,7.12608e-05,0.1,1.4589845 +3873.97,3649.107,0.16779527,1697.8895,7160000.0,4217.0,447500.0,,111872.0,7.10048e-05,0.1,1.4125633 +3913.96,3654.164,0.23430108,1698.6497,7170000.0,4221.0,448125.0,,112000.0,7.08e-05,0.1,1.577842 +3877.52,3658.6748,0.17598428,1699.0061,7180000.0,4226.0,448750.0,,112160.0,7.0544e-05,0.1,1.5649295 +3904.58,3663.4204,0.18942447,1699.3618,7190000.0,4231.0,449375.0,,112320.0,7.0288e-05,0.1,1.6217742 +3792.81,3667.1711,0.28749752,1700.118,7200000.0,4235.0,450000.0,,112480.0,7.0032e-05,0.1,1.4372458 +3825.16,3671.2803,0.1894601,1700.4717,7210000.0,4240.0,450625.0,,112640.0,6.9776e-05,0.1,1.5777913 +3792.48,3674.2542,0.18204546,1700.8245,7220000.0,4245.0,451250.0,,112800.0,6.952e-05,0.1,1.5529789 +3862.73,3677.4966,0.15671927,1701.1765,7230000.0,4250.0,451875.0,,112960.0,6.9264e-05,0.1,1.4926088 +3919.43,3680.9934,0.14040576,1701.5276,7240000.0,4255.0,452500.0,,113120.0,6.9008e-05,0.1,1.5238063 +3759.33,3682.0706,0.14250891,1702.2776,7250000.0,4259.0,453125.0,,113280.0,6.8752e-05,0.1,1.6361613 +3833.74,3682.696,0.22972727,1702.6266,7260000.0,4264.0,453750.0,,113408.0,6.85472e-05,0.1,1.5187639 +3783.43,3683.8293,0.17487316,1702.975,7270000.0,4269.0,454375.0,,113568.0,6.82912e-05,0.1,1.4549336 +3918.89,3687.848,0.16136062,1703.7211,7280000.0,4273.0,455000.0,,113728.0,6.80352e-05,0.1,1.5119102 +3790.88,3690.8882,0.15615974,1704.0673,7290000.0,4278.0,455625.0,,113888.0,6.77792e-05,0.1,1.5485969 +3963.03,3696.0925,0.22386721,1704.4128,7300000.0,4283.0,456250.0,,114048.0,6.75232e-05,0.1,1.4967844 +4034.78,3702.4375,0.10828201,1704.7574,7310000.0,4288.0,456875.0,,114208.0,6.72672e-05,0.1,1.4622333 +4027.22,3708.7185,0.15247945,1705.1013,7320000.0,4293.0,457500.0,,114368.0,6.70112e-05,0.1,1.5588541 +3961.57,3714.1838,0.22701788,1705.8413,7330000.0,4297.0,458125.0,,114528.0,6.67552e-05,0.1,1.5234405 +3996.46,3719.9016,0.15872395,1706.1832,7340000.0,4302.0,458750.0,,114656.0,6.65504e-05,0.1,1.5975039 +4063.13,3726.1895,0.19693956,1706.9205,7350000.0,4306.0,459375.0,,114816.0,6.62944e-05,0.1,1.4294636 +3915.02,3729.472,0.2147861,1707.2605,7360000.0,4311.0,460000.0,,114976.0,6.60384e-05,0.1,1.4495101 +3984.49,3735.363,0.18124579,1707.5996,7370000.0,4316.0,460625.0,,115136.0,6.57824e-05,0.1,1.3933458 +4171.01,3744.2803,0.19257231,1707.938,7380000.0,4321.0,461250.0,,115296.0,6.55264e-05,0.1,1.4563909 +4307.16,3754.3132,0.2183211,1708.2755,7390000.0,4326.0,461875.0,,115456.0,6.52704e-05,0.1,1.4438417 +4215.9,3761.2412,0.21939206,1709.007,7400000.0,4330.0,462500.0,,115616.0,6.50144e-05,0.1,1.5801854 +4018.34,3766.0466,0.16934702,1709.3425,7410000.0,4335.0,463125.0,,115776.0,6.47584e-05,0.1,1.5603337 +3886.2,3770.0234,0.15800913,1709.6774,7420000.0,4340.0,463750.0,,115936.0,6.45024e-05,0.1,1.5364956 +3874.47,3773.6526,0.18396766,1710.4052,7430000.0,4344.0,464375.0,,116064.0,6.42976e-05,0.1,1.4883721 +3709.77,3775.5315,0.15416229,1710.7382,7440000.0,4349.0,465000.0,,116224.0,6.40416e-05,0.1,1.4787476 +3589.63,3776.4087,0.19234242,1711.0703,7450000.0,4354.0,465625.0,,116384.0,6.37856e-05,0.1,1.5175686 +3770.1,3780.1697,0.21824363,1711.4017,7460000.0,4359.0,466250.0,,116544.0,6.35296e-05,0.1,1.6732428 +3778.85,3784.009,0.18110198,1712.1246,7470000.0,4363.0,466875.0,,116704.0,6.32736e-05,0.1,1.5537747 +3793.58,3787.6833,0.16873382,1712.4542,7480000.0,4368.0,467500.0,,116864.0,6.30176e-05,0.1,1.5100508 +3753.98,3789.6787,0.20995332,1712.783,7490000.0,4373.0,468125.0,,117024.0,6.27616e-05,0.1,1.4231157 +3644.53,3790.4312,0.24682719,1713.5024,7500000.0,4377.0,468750.0,,117184.0,6.25056e-05,0.1,1.4992137 +3594.42,3789.7676,0.15536493,1713.8293,7510000.0,4382.0,469375.0,,117312.0,6.23008e-05,0.1,1.5144897 +3526.48,3788.093,0.2233525,1714.1555,7520000.0,4387.0,470000.0,,117472.0,6.20448e-05,0.1,1.4979732 +3449.14,3785.4875,0.23705412,1714.8713,7530000.0,4391.0,470625.0,,117632.0,6.17888e-05,0.1,1.5919412 +3640.56,3785.1228,0.18571398,1715.1957,7540000.0,4396.0,471250.0,,117792.0,6.15328e-05,0.1,1.5466282 +3675.34,3786.5444,0.17199446,1715.5192,7550000.0,4401.0,471875.0,,117952.0,6.12768e-05,0.1,1.5309592 +3672.24,3787.8647,0.15967654,1715.4526,7560000.0,4407.0,472500.0,,118112.0,6.10208e-05,0.1,1.6026851 +3685.8,3791.2854,0.19892602,1715.7751,7570000.0,4412.0,473125.0,,118272.0,6.07648e-05,0.1,1.5423324 +3784.21,3794.6582,0.34720182,1716.0969,7580000.0,4417.0,473750.0,,118432.0,6.05088e-05,0.1,1.5244465 +3724.39,3796.8403,0.19134827,1716.418,7590000.0,4422.0,474375.0,,118592.0,6.02528e-05,0.1,1.5564394 +3633.54,3799.0288,0.1744058,1716.7382,7600000.0,4427.0,475000.0,,118720.0,6.0048e-05,0.1,1.5420809 +3645.13,3799.7332,0.19298449,1717.0577,7610000.0,4432.0,475625.0,,118880.0,5.9792e-05,0.1,1.571172 +3643.8,3800.1274,0.17336015,1717.3766,7620000.0,4437.0,476250.0,,119040.0,5.9536e-05,0.1,1.412588 +3656.75,3798.8982,0.17971767,1717.6947,7630000.0,4442.0,476875.0,,119200.0,5.928e-05,0.1,1.5836449 +3542.79,3796.8804,0.32178342,1718.0121,7640000.0,4447.0,477500.0,,119360.0,5.9024e-05,0.1,1.5257571 +3540.05,3795.162,0.11638133,1718.3289,7650000.0,4452.0,478125.0,,119520.0,5.8768e-05,0.1,1.530894 +3470.85,3790.9138,0.16499518,1719.0305,7660000.0,4456.0,478750.0,,119680.0,5.8512e-05,0.1,1.558814 +3558.33,3786.7546,0.20800291,1719.3455,7670000.0,4461.0,479375.0,,119840.0,5.8256e-05,0.1,1.5534539 +3645.78,3784.314,0.1569541,1719.6597,7680000.0,4466.0,480000.0,,120000.0,5.8e-05,0.1,1.4508226 +3745.24,3782.3936,0.27148643,1720.3579,7690000.0,4470.0,480625.0,,120128.0,5.77952e-05,0.1,1.5910233 +3771.48,3780.6704,0.22948706,1720.6704,7700000.0,4475.0,481250.0,,120288.0,5.75392e-05,0.1,1.5648725 +3834.69,3778.4695,0.19627957,1720.9822,7710000.0,4480.0,481875.0,,120448.0,5.72832e-05,0.1,1.5047204 +3970.46,3779.3057,0.2561166,1721.2932,7720000.0,4485.0,482500.0,,120608.0,5.70272e-05,0.1,1.4723608 +4161.33,3781.5728,0.19526608,1721.6035,7730000.0,4490.0,483125.0,,120768.0,5.67712e-05,0.1,1.4822502 +4191.96,3784.0427,0.30003396,1721.9132,7740000.0,4495.0,483750.0,,120928.0,5.65152e-05,0.1,1.4129626 +4103.89,3785.7388,0.19935305,1722.2222,7750000.0,4500.0,484375.0,,121088.0,5.62592e-05,0.1,1.4585183 +4022.36,3785.5635,0.16754793,1722.1482,7760000.0,4506.0,485000.0,,121248.0,5.60032e-05,0.1,1.5231669 +3916.01,3784.0967,0.22493403,1722.8381,7770000.0,4510.0,485625.0,,121376.0,5.57984e-05,0.1,1.4600878 +3781.8,3782.3625,0.19817123,1723.5269,7780000.0,4514.0,486250.0,,121536.0,5.55424e-05,0.1,1.5224363 +3623.1,3778.324,0.17204374,1723.8328,7790000.0,4519.0,486875.0,,121696.0,5.52864e-05,0.1,1.3543475 +3648.43,3776.0986,0.13468224,1724.138,7800000.0,4524.0,487500.0,,121856.0,5.50304e-05,0.1,1.5224979 +3644.07,3775.9294,0.20505038,1724.4425,7810000.0,4529.0,488125.0,,122016.0,5.47744e-05,0.1,1.5372522 +3838.29,3779.4575,0.17101525,1724.7463,7820000.0,4534.0,488750.0,,122176.0,5.45184e-05,0.1,1.4493227 +3905.89,3785.4565,0.18068434,1725.4297,7830000.0,4538.0,489375.0,,122336.0,5.42624e-05,0.1,1.3248444 +3947.43,3790.993,0.35786253,1725.7319,7840000.0,4543.0,490000.0,,122496.0,5.40064e-05,0.1,1.4318291 +3985.53,3797.054,0.21772943,1726.0334,7850000.0,4548.0,490625.0,,122656.0,5.37504e-05,0.1,1.4336154 +3891.92,3800.4087,0.14648163,1726.7135,7860000.0,4552.0,491250.0,,122784.0,5.35456e-05,0.1,1.4208502 +4018.72,3805.0361,0.17483237,1727.0134,7870000.0,4557.0,491875.0,,122944.0,5.32896e-05,0.1,1.4191153 +3713.21,3804.6506,0.23858379,1726.9341,7880000.0,4563.0,492500.0,,123104.0,5.30336e-05,0.1,1.4861833 +3680.7,3805.9578,0.26528108,1727.2329,7890000.0,4568.0,493125.0,,123264.0,5.27776e-05,0.1,1.4750874 +3693.08,3808.3687,0.15192185,1727.909,7900000.0,4572.0,493750.0,,123424.0,5.25216e-05,0.1,1.4904375 +3823.15,3811.9998,0.18600723,1728.2063,7910000.0,4577.0,494375.0,,123584.0,5.22656e-05,0.1,1.495564 +3845.32,3816.9585,0.2936496,1728.5028,7920000.0,4582.0,495000.0,,123744.0,5.20096e-05,0.1,1.5821304 +3884.04,3822.7102,0.23199369,1728.422,7930000.0,4588.0,495625.0,,123904.0,5.17536e-05,0.1,1.547399 +3907.84,3827.1484,0.23948866,1729.0941,7940000.0,4592.0,496250.0,,124032.0,5.15488e-05,0.1,1.4859133 +3874.67,3829.2537,0.15129045,1729.0126,7950000.0,4598.0,496875.0,,124192.0,5.12928e-05,0.1,1.5351772 +3776.59,3828.4395,0.23236263,1729.307,7960000.0,4603.0,497500.0,,124352.0,5.10368e-05,0.1,1.5842881 +3860.54,3828.0466,0.16987933,1729.6007,7970000.0,4608.0,498125.0,,124512.0,5.07808e-05,0.1,1.3966527 +3833.93,3827.7522,0.16266562,1730.2689,7980000.0,4612.0,498750.0,,124672.0,5.05248e-05,0.1,1.5146592 +3649.74,3826.745,0.19838104,1730.5609,7990000.0,4617.0,499375.0,,124832.0,5.02688e-05,0.1,1.5706816 +3654.01,3826.4888,0.1659659,1730.8524,8000000.0,4622.0,500000.0,,124992.0,5.00128e-05,0.1,1.6054024 +3715.85,3828.017,0.15279424,1731.1433,8010000.0,4627.0,500625.0,,125152.0,4.97568e-05,0.1,1.5018368 +3730.02,3830.9832,0.19093396,1731.4335,8020000.0,4632.0,501250.0,,125312.0,4.95008e-05,0.1,1.483428 +3629.53,3833.0447,0.18914942,1732.0967,8030000.0,4636.0,501875.0,,125440.0,4.9296e-05,0.1,1.5319574 +3655.58,3834.9248,0.22372872,1732.0121,8040000.0,4642.0,502500.0,,125600.0,4.904e-05,0.1,1.4712703 +3706.39,3834.4446,0.20021674,1732.3004,8050000.0,4647.0,503125.0,,125760.0,4.8784e-05,0.1,1.5619853 +3988.17,3837.714,0.20142941,1732.5881,8060000.0,4652.0,503750.0,,125920.0,4.8528e-05,0.1,1.448899 +4010.07,3837.5356,0.1706204,1732.8752,8070000.0,4657.0,504375.0,,126080.0,4.8272e-05,0.1,1.5123974 +3998.14,3836.5671,0.19299561,1733.1617,8080000.0,4662.0,505000.0,,126240.0,4.8016e-05,0.1,1.6425725 +4062.5,3836.7488,0.24604574,1733.4476,8090000.0,4667.0,505625.0,,126400.0,4.776e-05,0.1,1.5719931 +3951.66,3834.1108,0.22277382,1733.7329,8100000.0,4672.0,506250.0,,126560.0,4.7504e-05,0.1,1.4453318 +3916.6,3831.689,0.19278532,1734.0176,8110000.0,4677.0,506875.0,,126688.0,4.72992e-05,0.1,1.5545617 +3806.33,3828.6252,0.17570247,1734.6721,8120000.0,4681.0,507500.0,,126848.0,4.70432e-05,0.1,1.4606793 +3793.12,3826.3547,0.23133682,1734.9552,8130000.0,4686.0,508125.0,,127008.0,4.67872e-05,0.1,1.546111 +3651.68,3823.1587,0.20992914,1735.2377,8140000.0,4691.0,508750.0,,127168.0,4.65312e-05,0.1,1.5188382 +3948.2,3821.61,0.25891677,1735.5195,8150000.0,4696.0,509375.0,,127328.0,4.62752e-05,0.1,1.5161016 +3968.55,3822.5557,0.1915442,1735.8009,8160000.0,4701.0,510000.0,,127488.0,4.60192e-05,0.1,1.5591276 +4138.22,3824.7983,0.20351422,1736.0815,8170000.0,4706.0,510625.0,,127648.0,4.57632e-05,0.1,1.5714608 +4020.32,3826.2263,0.18299864,1736.3617,8180000.0,4711.0,511250.0,,127808.0,4.55072e-05,0.1,1.5352869 +4068.59,3827.8665,0.26732624,1736.6412,8190000.0,4716.0,511875.0,,127968.0,4.52512e-05,0.1,1.5709908 +4153.72,3831.4753,0.16380787,1736.9202,8200000.0,4721.0,512500.0,,128096.0,4.50464e-05,0.1,1.5195328 +3971.01,3832.9338,0.26732805,1737.1985,8210000.0,4726.0,513125.0,,128256.0,4.47904e-05,0.1,1.4961478 +3896.29,3833.972,0.17658828,1737.4762,8220000.0,4731.0,513750.0,,128416.0,4.45344e-05,0.1,1.4842095 +3915.46,3834.4993,0.20532402,1737.7534,8230000.0,4736.0,514375.0,,128576.0,4.42784e-05,0.1,1.3779982 +3869.03,3833.9954,0.27867198,1738.0299,8240000.0,4741.0,515000.0,,128736.0,4.40224e-05,0.1,1.3795178 +3930.95,3835.7117,0.18479392,1738.3059,8250000.0,4746.0,515625.0,,128896.0,4.37664e-05,0.1,1.4720986 +4011.97,3837.4937,0.2186359,1738.5813,8260000.0,4751.0,516250.0,,129056.0,4.35104e-05,0.1,1.5039887 +4125.76,3840.9172,0.22648194,1739.2219,8270000.0,4755.0,516875.0,,129216.0,4.32544e-05,0.1,1.5030046 +4311.98,3844.848,0.27690783,1739.4958,8280000.0,4760.0,517500.0,,129344.0,4.30496e-05,0.1,1.5296134 +4296.26,3849.9016,0.2103785,1739.7692,8290000.0,4765.0,518125.0,,129504.0,4.27936e-05,0.1,1.5137858 +4412.71,3854.3984,0.18321699,1740.0419,8300000.0,4770.0,518750.0,,129664.0,4.25376e-05,0.1,1.3990688 +4462.73,3858.6782,0.29098952,1740.6787,8310000.0,4774.0,519375.0,,129824.0,4.22816e-05,0.1,1.3809922 +4413.91,3862.545,0.22489542,1740.95,8320000.0,4779.0,520000.0,,129984.0,4.20256e-05,0.1,1.429832 +4350.66,3866.436,0.12696037,1741.2207,8330000.0,4784.0,520625.0,,130144.0,4.17696e-05,0.1,1.4844791 +4376.74,3870.2388,0.18845047,1741.491,8340000.0,4789.0,521250.0,,130304.0,4.15136e-05,0.1,1.410196 +4354.39,3873.1514,0.20187446,1741.7605,8350000.0,4794.0,521875.0,,130464.0,4.12576e-05,0.1,1.4549553 +4462.38,3878.625,0.13456827,1742.0295,8360000.0,4799.0,522500.0,,130624.0,4.10016e-05,0.1,1.308696 +4408.78,3882.868,0.14943238,1742.2981,8370000.0,4804.0,523125.0,,130752.0,4.07968e-05,0.1,1.3636619 +4358.28,3884.7407,0.20920727,1742.566,8380000.0,4809.0,523750.0,,130912.0,4.05408e-05,0.1,1.4335725 +4248.78,3884.157,0.23148954,1742.8334,8390000.0,4814.0,524375.0,,131072.0,4.02848e-05,0.1,1.3509599 +4306.4,3885.0618,0.23153105,1743.1002,8400000.0,4819.0,525000.0,,131232.0,4.00288e-05,0.1,1.37331 +4094.63,3885.8247,0.22455382,1743.3665,8410000.0,4824.0,525625.0,,131392.0,3.97728e-05,0.1,1.4646194 +3869.38,3885.6565,0.22602656,1743.6322,8420000.0,4829.0,526250.0,,131552.0,3.95168e-05,0.1,1.4533553 +3941.64,3886.328,0.24366572,1743.8973,8430000.0,4834.0,526875.0,,131712.0,3.92608e-05,0.1,1.4402308 +3888.78,3888.1182,0.17627577,1744.5226,8440000.0,4838.0,527500.0,,131872.0,3.90048e-05,0.1,1.3988059 +3873.43,3890.9563,0.21063243,1744.7863,8450000.0,4843.0,528125.0,,132000.0,3.88e-05,0.1,1.3202921 +3863.25,3891.8877,0.23819356,1745.0496,8460000.0,4848.0,528750.0,,132160.0,3.8544e-05,0.1,1.4149833 +3762.74,3891.7266,0.23737915,1745.3121,8470000.0,4853.0,529375.0,,132320.0,3.8288e-05,0.1,1.3612347 +3764.32,3891.4343,0.29675683,1745.5743,8480000.0,4858.0,530000.0,,132480.0,3.8032e-05,0.1,1.2443526 +3843.94,3892.3337,0.1576208,1745.8359,8490000.0,4863.0,530625.0,,132640.0,3.7776e-05,0.1,1.5148182 +3676.21,3892.6506,0.18174928,1746.0969,8500000.0,4868.0,531250.0,,132800.0,3.752e-05,0.1,1.271949 +3824.29,3894.9487,0.17807984,1746.3574,8510000.0,4873.0,531875.0,,132960.0,3.7264e-05,0.1,1.3955133 +3793.88,3897.623,0.27458215,1746.6174,8520000.0,4878.0,532500.0,,133120.0,3.7008e-05,0.1,1.363891 +3834.23,3901.474,0.19073376,1746.877,8530000.0,4883.0,533125.0,,133280.0,3.6752e-05,0.1,1.5505506 +3744.11,3902.5093,0.17555095,1747.4934,8540000.0,4887.0,533750.0,,133408.0,3.65472e-05,0.1,1.3498148 +3778.9,3903.545,0.19027159,1747.7515,8550000.0,4892.0,534375.0,,133568.0,3.62912e-05,0.1,1.3131218 +3988.45,3906.7073,0.2324499,1748.009,8560000.0,4897.0,535000.0,,133728.0,3.60352e-05,0.1,1.4401579 +3903.05,3908.88,0.19981019,1748.266,8570000.0,4902.0,535625.0,,133888.0,3.57792e-05,0.1,1.3358684 +3819.34,3909.2312,0.2727305,1748.5225,8580000.0,4907.0,536250.0,,134048.0,3.55232e-05,0.1,1.390514 +3871.36,3910.701,0.2423655,1748.4226,8590000.0,4913.0,536875.0,,134208.0,3.52672e-05,0.1,1.4024043 +3947.99,3913.8457,0.21812198,1749.0339,8600000.0,4917.0,537500.0,,134368.0,3.50112e-05,0.1,1.4313368 +4160.39,3918.998,0.21416043,1749.289,8610000.0,4922.0,538125.0,,134528.0,3.47552e-05,0.1,1.2970829 +4035.09,3922.911,0.18235196,1749.5433,8620000.0,4927.0,538750.0,,134656.0,3.45504e-05,0.1,1.3923618 +4065.15,3926.995,0.19066583,1749.4425,8630000.0,4933.0,539375.0,,134816.0,3.42944e-05,0.1,1.4060545 +4104.71,3932.614,0.13978606,1749.6963,8640000.0,4938.0,540000.0,,134976.0,3.40384e-05,0.1,1.351732 +4297.49,3940.1887,0.30956233,1749.9495,8650000.0,4943.0,540625.0,,135136.0,3.37824e-05,0.1,1.3935328 +4356.66,3949.0466,0.31298754,1750.2021,8660000.0,4948.0,541250.0,,135296.0,3.35264e-05,0.1,1.2106856 +4216.6,3955.6292,0.22272636,1750.101,8670000.0,4954.0,541875.0,,135456.0,3.32704e-05,0.1,1.2849522 +4109.74,3960.2688,0.15464805,1750.3529,8680000.0,4959.0,542500.0,,135616.0,3.30144e-05,0.1,1.328402 +4108.96,3963.906,0.24852675,1750.6044,8690000.0,4964.0,543125.0,,135776.0,3.27584e-05,0.1,1.2950814 +4223.55,3968.4268,0.21039434,1750.503,8700000.0,4970.0,543750.0,,135936.0,3.25024e-05,0.1,1.2853968 +4149.75,3971.5774,0.26222098,1751.1057,8710000.0,4974.0,544375.0,,136064.0,3.22976e-05,0.1,1.3424566 +4012.97,3972.0024,0.19218427,1751.3557,8720000.0,4979.0,545000.0,,136224.0,3.20416e-05,0.1,1.1936078 +3927.58,3969.665,0.14865868,1751.6051,8730000.0,4984.0,545625.0,,136384.0,3.17856e-05,0.1,1.4335065 +3854.61,3966.292,0.2078823,1751.8541,8740000.0,4989.0,546250.0,,136544.0,3.15296e-05,0.1,1.3407054 +3955.91,3964.8115,0.25116497,1752.1025,8750000.0,4994.0,546875.0,,136704.0,3.12736e-05,0.1,1.2618771 +3814.59,3962.7341,0.11660162,1752.3505,8760000.0,4999.0,547500.0,,136864.0,3.10176e-05,0.1,1.4191236 +3721.56,3960.7893,0.1540902,1752.9482,8770000.0,5003.0,548125.0,,137024.0,3.07616e-05,0.1,1.3935093 +3772.45,3960.6956,0.17401081,1753.195,8780000.0,5008.0,548750.0,,137184.0,3.05056e-05,0.1,1.4026878 +3985.01,3964.3147,0.16979092,1753.7909,8790000.0,5012.0,549375.0,,137312.0,3.03008e-05,0.1,1.4535532 +4204.49,3969.8757,0.19778803,1753.6868,8800000.0,5018.0,550000.0,,137472.0,3.00448e-05,0.1,1.3797069 +4240.54,3975.84,0.23286958,1754.2811,8810000.0,5022.0,550625.0,,137632.0,2.97888e-05,0.1,1.4088427 +4373.52,3981.1924,0.17448823,1754.5255,8820000.0,5027.0,551250.0,,137792.0,2.95328e-05,0.1,1.531347 +4437.97,3986.5134,0.48546648,1754.7695,8830000.0,5032.0,551875.0,,137952.0,2.92768e-05,0.1,1.4170244 +4367.0,3990.709,0.21416251,1755.013,8840000.0,5037.0,552500.0,,138112.0,2.90208e-05,0.1,1.3910923 +4342.44,3994.278,0.27755362,1755.2559,8850000.0,5042.0,553125.0,,138272.0,2.87648e-05,0.1,1.3953023 +4332.87,3998.6875,0.23479117,1755.8462,8860000.0,5046.0,553750.0,,138432.0,2.85088e-05,0.1,1.4253432 +4307.09,4001.5713,0.21302049,1756.0879,8870000.0,5051.0,554375.0,,138592.0,2.82528e-05,0.1,1.2942629 +4165.21,4006.0916,0.2593428,1756.3291,8880000.0,5056.0,555000.0,,138720.0,2.8048e-05,0.1,1.385932 +4238.08,4011.6653,0.21772087,1756.5698,8890000.0,5061.0,555625.0,,138880.0,2.7792e-05,0.1,1.3649677 +4193.81,4016.6729,0.2604338,1756.81,8900000.0,5066.0,556250.0,,139040.0,2.7536e-05,0.1,1.3352102 +4287.31,4021.3145,0.14622328,1757.3965,8910000.0,5070.0,556875.0,,139200.0,2.728e-05,0.1,1.3789172 +4338.17,4026.2424,0.27085587,1757.6355,8920000.0,5075.0,557500.0,,139360.0,2.7024e-05,0.1,1.3552668 +4169.55,4029.098,0.21015759,1757.874,8930000.0,5080.0,558125.0,,139520.0,2.6768e-05,0.1,1.4134624 +4199.62,4032.0154,0.20977946,1758.4579,8940000.0,5084.0,558750.0,,139680.0,2.6512e-05,0.1,1.3620226 +4075.81,4034.0269,0.23146299,1758.6952,8950000.0,5089.0,559375.0,,139840.0,2.6256e-05,0.1,1.2762547 +4238.12,4038.6426,0.18592134,1758.9321,8960000.0,5094.0,560000.0,,140000.0,2.6e-05,0.1,1.2959473 +4021.64,4040.2532,0.3070855,1759.5135,8970000.0,5098.0,560625.0,,140128.0,2.57952e-05,0.1,1.3011298 +3888.77,4040.8015,0.16913521,1759.7491,8980000.0,5103.0,561250.0,,140288.0,2.55392e-05,0.1,1.4208764 +3894.61,4043.2502,0.25050223,1759.9844,8990000.0,5108.0,561875.0,,140448.0,2.52832e-05,0.1,1.3241638 +3931.37,4046.0242,0.20629264,1760.219,9000000.0,5113.0,562500.0,,140608.0,2.50272e-05,0.1,1.460572 +4098.7,4049.8528,0.25493684,1760.1094,9010000.0,5119.0,563125.0,,140768.0,2.47712e-05,0.1,1.4614847 +3943.55,4051.9878,0.25236973,1760.3435,9020000.0,5124.0,563750.0,,140928.0,2.45152e-05,0.1,1.3520045 +4029.52,4055.9878,0.20938535,1760.5771,9030000.0,5129.0,564375.0,,141088.0,2.42592e-05,0.1,1.3218815 +4212.79,4061.5596,0.3057739,1760.8103,9040000.0,5134.0,565000.0,,141248.0,2.40032e-05,0.1,1.4475102 +4309.84,4067.5945,0.17300393,1761.043,9050000.0,5139.0,565625.0,,141376.0,2.37984e-05,0.1,1.310456 +4232.99,4070.0422,0.1895059,1761.2753,9060000.0,5144.0,566250.0,,141536.0,2.35424e-05,0.1,1.3647821 +4180.82,4071.75,0.27312547,1761.5071,9070000.0,5149.0,566875.0,,141696.0,2.32864e-05,0.1,1.2734128 +4125.77,4073.0264,0.16412127,1762.0803,9080000.0,5153.0,567500.0,,141856.0,2.30304e-05,0.1,1.3420527 +4152.46,4073.9263,0.18816182,1762.3109,9090000.0,5158.0,568125.0,,142016.0,2.27744e-05,0.1,1.2851616 +4241.46,4076.824,0.24027611,1762.5411,9100000.0,5163.0,568750.0,,142176.0,2.25184e-05,0.1,1.2951794 +4189.33,4079.5518,0.25735387,1763.112,9110000.0,5167.0,569375.0,,142336.0,2.22624e-05,0.1,1.3499844 +4244.12,4083.9294,0.20910682,1763.3411,9120000.0,5172.0,570000.0,,142496.0,2.20064e-05,0.1,1.2850195 +4452.83,4090.5266,0.1935934,1763.5696,9130000.0,5177.0,570625.0,,142656.0,2.17504e-05,0.1,1.3039627 +4648.67,4100.496,0.3679832,1763.7977,9140000.0,5182.0,571250.0,,142784.0,2.15456e-05,0.1,1.2633969 +4673.0,4107.744,0.23634768,1763.6854,9150000.0,5188.0,571875.0,,142944.0,2.12896e-05,0.1,1.2906628 +4454.34,4112.602,0.22285402,1763.913,9160000.0,5193.0,572500.0,,143104.0,2.10336e-05,0.1,1.2686689 +4387.33,4115.0933,0.27478006,1764.14,9170000.0,5198.0,573125.0,,143264.0,2.07776e-05,0.1,1.3675742 +4338.69,4118.277,0.16197339,1764.0277,9180000.0,5204.0,573750.0,,143424.0,2.05216e-05,0.1,1.2613282 +4409.99,4121.6914,0.26973125,1764.2542,9190000.0,5209.0,574375.0,,143584.0,2.02656e-05,0.1,1.1837796 +4321.84,4123.372,0.37126952,1764.4802,9200000.0,5214.0,575000.0,,143744.0,2.00096e-05,0.1,1.2465758 +4144.97,4125.1113,0.25324848,1765.0441,9210000.0,5218.0,575625.0,,143904.0,1.97536e-05,0.1,1.1974001 +4171.75,4127.866,0.17952389,1765.269,9220000.0,5223.0,576250.0,,144032.0,1.95488e-05,0.1,1.2720599 +4169.56,4130.4077,0.1967703,1765.4935,9230000.0,5228.0,576875.0,,144192.0,1.92928e-05,0.1,1.2227706 +4069.47,4132.412,0.23314416,1765.7175,9240000.0,5233.0,577500.0,,144352.0,1.90368e-05,0.1,1.217115 +3991.41,4133.016,0.24621671,1765.9412,9250000.0,5238.0,578125.0,,144512.0,1.87808e-05,0.1,1.3814663 +3898.02,4131.877,0.22259647,1766.1644,9260000.0,5243.0,578750.0,,144672.0,1.85248e-05,0.1,1.2802229 +3813.39,4128.753,0.23180473,1766.7239,9270000.0,5247.0,579375.0,,144832.0,1.82688e-05,0.1,1.2333696 +3868.62,4124.3193,0.19848195,1766.9459,9280000.0,5252.0,580000.0,,144992.0,1.80128e-05,0.1,1.2778156 +3876.12,4120.1177,0.15540294,1767.1676,9290000.0,5257.0,580625.0,,145152.0,1.77568e-05,0.1,1.4195607 +3931.12,4115.3022,0.18822952,1767.3888,9300000.0,5262.0,581250.0,,145312.0,1.75008e-05,0.1,1.2249136 +3843.19,4109.107,0.21212785,1767.9453,9310000.0,5266.0,581875.0,,145440.0,1.7296e-05,0.1,1.3027236 +3848.61,4103.4536,0.14943606,1768.1654,9320000.0,5271.0,582500.0,,145600.0,1.704e-05,0.1,1.2959981 +3853.76,4098.485,0.21970727,1768.3851,9330000.0,5276.0,583125.0,,145760.0,1.6784e-05,0.1,1.1842036 +3936.31,4094.0803,0.22045559,1768.9395,9340000.0,5280.0,583750.0,,145920.0,1.6528e-05,0.1,1.282769 +4165.96,4092.1963,0.2956878,1769.158,9350000.0,5285.0,584375.0,,146080.0,1.6272e-05,0.1,1.2992959 +4071.95,4088.2915,0.23519276,1769.3762,9360000.0,5290.0,585000.0,,146240.0,1.6016e-05,0.1,1.2344183 +4253.61,4086.7402,0.1949178,1769.594,9370000.0,5295.0,585625.0,,146400.0,1.576e-05,0.1,1.1981311 +4245.42,4085.6113,0.1744329,1769.8113,9380000.0,5300.0,586250.0,,146560.0,1.5504e-05,0.1,1.1534233 +4403.03,4087.1538,0.2681227,1770.3619,9390000.0,5304.0,586875.0,,146688.0,1.52992e-05,0.1,1.1447558 +4437.6,4088.4658,0.20405693,1770.5782,9400000.0,5309.0,587500.0,,146848.0,1.50432e-05,0.1,1.2388519 +4444.08,4091.9602,0.33637863,1770.7942,9410000.0,5314.0,588125.0,,147008.0,1.47872e-05,0.1,1.2509905 +4219.14,4095.4578,0.30341625,1771.0096,9420000.0,5319.0,588750.0,,147168.0,1.45312e-05,0.1,1.2660097 +4195.53,4097.9966,0.13511348,1771.5574,9430000.0,5323.0,589375.0,,147328.0,1.42752e-05,0.1,1.2961774 +4029.38,4099.4033,0.2089259,1771.7717,9440000.0,5328.0,590000.0,,147488.0,1.40192e-05,0.1,1.306832 +3834.27,4099.011,0.21820302,1771.9857,9450000.0,5333.0,590625.0,,147648.0,1.37632e-05,0.1,1.137576 +3847.01,4098.8486,0.19744527,1772.1993,9460000.0,5338.0,591250.0,,147808.0,1.35072e-05,0.1,1.2086077 +3957.88,4100.8003,0.33384874,1772.0808,9470000.0,5344.0,591875.0,,147968.0,1.32512e-05,0.1,1.3054861 +4084.1,4103.998,0.3843662,1772.6252,9480000.0,5348.0,592500.0,,148096.0,1.30464e-05,0.1,1.3485698 +4000.21,4105.5605,0.16206747,1772.8376,9490000.0,5353.0,593125.0,,148256.0,1.27904e-05,0.1,1.3232636 +4233.8,4111.1367,0.25806427,1773.3806,9500000.0,5357.0,593750.0,,148416.0,1.25344e-05,0.1,1.2330508 +4372.33,4116.6177,0.2644289,1773.5919,9510000.0,5362.0,594375.0,,148576.0,1.22784e-05,0.1,1.259048 +4341.33,4122.0923,0.1709571,1773.8029,9520000.0,5367.0,595000.0,,148736.0,1.20224e-05,0.1,1.2518883 +4217.48,4125.925,0.23820163,1774.0134,9530000.0,5372.0,595625.0,,148896.0,1.17664e-05,0.1,1.2933826 +4028.64,4128.7695,0.2922209,1774.2235,9540000.0,5377.0,596250.0,,149056.0,1.15104e-05,0.1,1.3704393 +4052.26,4131.503,0.3165274,1774.4333,9550000.0,5382.0,596875.0,,149216.0,1.12544e-05,0.1,1.3684058 +3923.1,4130.8496,0.20390081,1774.6427,9560000.0,5387.0,597500.0,,149344.0,1.10496e-05,0.1,1.3122333 +3931.92,4131.1377,0.19557494,1774.8517,9570000.0,5392.0,598125.0,,149504.0,1.07936e-05,0.1,1.2637982 +3944.96,4132.394,0.20987426,1775.0602,9580000.0,5397.0,598750.0,,149664.0,1.05376e-05,0.1,1.2850478 +4091.28,4134.5933,0.17024843,1774.9398,9590000.0,5403.0,599375.0,,149824.0,1.02816e-05,0.1,1.2204392 +4131.54,4136.429,0.20582756,1775.148,9600000.0,5408.0,600000.0,,149984.0,1.00256e-05,0.1,1.3585126 +4073.45,4135.5596,0.18303776,1775.3556,9610000.0,5413.0,600625.0,,150144.0,9.7696e-06,0.1,1.3048749 +4009.79,4135.3066,0.2672516,1775.563,9620000.0,5418.0,601250.0,,150304.0,9.5136e-06,0.1,1.1497741 +4247.17,4137.1265,0.1868524,1775.7699,9630000.0,5423.0,601875.0,,150464.0,9.2576e-06,0.1,1.2542937 +4286.89,4138.948,0.16772047,1776.3037,9640000.0,5427.0,602500.0,,150624.0,9.0016e-06,0.1,1.3065772 +4291.89,4138.8926,0.3463589,1776.8367,9650000.0,5431.0,603125.0,,150752.0,8.7968e-06,0.1,1.1657672 +4214.96,4137.4756,0.22699149,1777.042,9660000.0,5436.0,603750.0,,150912.0,8.5408e-06,0.1,1.2271397 +4121.91,4136.529,0.28592893,1777.5735,9670000.0,5440.0,604375.0,,151072.0,8.2848e-06,0.1,1.2386363 +4259.46,4138.026,0.19586945,1777.7778,9680000.0,5445.0,605000.0,,151232.0,8.0288e-06,0.1,1.2458853 +4353.45,4140.4707,0.27966464,1778.308,9690000.0,5449.0,605625.0,,151392.0,7.7728e-06,0.1,1.2225206 +4265.48,4140.89,0.28690577,1778.5112,9700000.0,5454.0,606250.0,,151552.0,7.5168e-06,0.1,1.210694 +4312.13,4142.5137,0.1941024,1779.0399,9710000.0,5458.0,606875.0,,151712.0,7.2608e-06,0.1,1.216312 +4318.25,4145.5664,0.23831923,1779.5679,9720000.0,5462.0,607500.0,,151872.0,7.0048e-06,0.1,1.3082839 +4558.3,4151.874,0.23325305,1780.0951,9730000.0,5466.0,608125.0,,152000.0,6.8e-06,0.1,1.1221403 +4779.28,4161.121,0.23250148,1780.6216,9740000.0,5470.0,608750.0,,152160.0,6.544e-06,0.1,1.2106789 +4668.77,4168.2495,0.19385159,1781.1472,9750000.0,5474.0,609375.0,,152320.0,6.288e-06,0.1,1.2621253 +4619.68,4176.301,0.21521947,1781.6721,9760000.0,5478.0,610000.0,,152480.0,6.032e-06,0.1,1.3147168 +4463.68,4183.7217,0.2555714,1782.1963,9770000.0,5482.0,610625.0,,152640.0,5.776e-06,0.1,1.3036002 +4471.93,4190.717,0.20981286,1782.7196,9780000.0,5486.0,611250.0,,152800.0,5.52e-06,0.1,1.2077957 +4341.7,4194.283,0.30242577,1783.2423,9790000.0,5490.0,611875.0,,152960.0,5.264e-06,0.1,1.3211277 +4379.23,4196.031,0.20301834,1783.7642,9800000.0,5494.0,612500.0,,153120.0,5.008e-06,0.1,1.1905866 +4255.55,4196.1807,0.22765748,1784.2852,9810000.0,5498.0,613125.0,,153280.0,4.752e-06,0.1,1.1435608 +4184.79,4194.293,0.193468,1784.8055,9820000.0,5502.0,613750.0,,153408.0,4.5472e-06,0.1,1.1779251 +4281.81,4192.732,0.21244594,1785.3251,9830000.0,5506.0,614375.0,,153568.0,4.2912e-06,0.1,1.330147 +4203.9,4191.101,0.23502783,1785.8439,9840000.0,5510.0,615000.0,,153728.0,4.0352e-06,0.1,1.144227 +4238.01,4190.056,0.29283565,1786.0381,9850000.0,5515.0,615625.0,,153888.0,3.7792e-06,0.1,1.196543 +4171.91,4188.447,0.31742358,1786.5555,9860000.0,5519.0,616250.0,,154048.0,3.5232e-06,0.1,1.2523946 +4338.16,4188.7573,0.2891765,1787.0723,9870000.0,5523.0,616875.0,,154208.0,3.2672e-06,0.1,1.1582966 +4466.46,4191.77,0.25929222,1787.5883,9880000.0,5527.0,617500.0,,154368.0,3.0112e-06,0.1,1.2449151 +4598.32,4195.372,0.30944416,1788.1034,9890000.0,5531.0,618125.0,,154528.0,2.7552e-06,0.1,1.2032771 +4692.73,4200.3613,0.2865065,1788.941,9900000.0,5534.0,618750.0,,154656.0,2.5504e-06,0.1,1.2704709 +4794.05,4205.429,0.20840593,1789.7778,9910000.0,5537.0,619375.0,,154816.0,2.2944e-06,0.1,1.3089195 +4856.11,4210.6084,0.1583762,1790.6138,9920000.0,5540.0,620000.0,,154976.0,2.0384e-06,0.1,1.2233479 +4679.02,4215.7036,0.2294413,1791.772,9930000.0,5542.0,620625.0,,155136.0,1.7824e-06,0.1,1.1904358 +4569.36,4219.401,0.30995288,1792.9293,9940000.0,5544.0,621250.0,,155296.0,1.5264e-06,0.1,1.2252427 +4550.85,4224.1514,0.3064747,1794.0858,9950000.0,5546.0,621875.0,,155456.0,1.2704e-06,0.1,1.215618 +4440.47,4226.175,0.18427418,1795.2416,9960000.0,5548.0,622500.0,,155616.0,1.0144e-06,0.1,1.2746 +4323.23,4229.1904,0.203764,1796.3964,9970000.0,5550.0,623125.0,,155776.0,7.584e-07,0.1,1.1479571 +4172.19,4232.0244,0.35152775,1797.5504,9980000.0,5552.0,623750.0,,155936.0,5.024e-07,0.1,1.2884634 +4017.91,4233.2573,0.26628605,1798.7036,9990000.0,5554.0,624375.0,,156064.0,2.976e-07,0.1,1.2220726 +3977.39,4233.7173,0.23058362,1799.856,10000000.0,5556.0,625000.0,,156224.0,4.16e-08,0.1,1.3140744 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_df_train.csv b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..ca3f2b21b51e532ab649f528abb7f046a34264d7 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_df_train.csv @@ -0,0 +1,1001 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +1185.25,1185.25,0.95206475,1250.0,10000.0,8.0,625.0,,128.0,0.0002497952,0.1,2.878869 +2031.6,1608.425,0.95647407,1333.3334,20000.0,15.0,1250.0,,288.0,0.0002495392,0.1,2.8691578 +2155.3235,1790.7246,0.5549848,1500.0,30000.0,20.0,1875.0,,448.0,0.0002492832,0.1,2.857213 +2102.8125,1868.7466,0.7503495,1481.4814,40000.0,27.0,2500.0,,608.0,0.0002490272,0.1,2.8518405 +2166.125,1928.2223,0.55094504,1515.1515,50000.0,33.0,3125.0,,768.0,0.0002487712,0.1,2.8267627 +2218.88,1976.6652,0.5316698,1500.0,60000.0,40.0,3750.0,,928.0,0.0002485152,0.1,2.8161333 +2356.2698,2030.8944,0.3747536,1521.7391,70000.0,46.0,4375.0,,1088.0,0.0002482592,0.1,2.7760208 +2368.43,2073.0864,0.50913244,1509.434,80000.0,53.0,5000.0,,1248.0,0.0002480032,0.1,2.7459493 +2387.56,2108.028,0.4714005,1551.7241,90000.0,58.0,5625.0,,1376.0,0.0002477984,0.1,2.7723892 +2542.28,2151.4531,0.54811335,1538.4615,100000.0,65.0,6250.0,,1536.0,0.0002475424,0.1,2.699791 +2518.64,2184.8337,0.4711526,1549.2958,110000.0,71.0,6875.0,,1696.0,0.0002472864,0.1,2.7056932 +2521.33,2212.8752,0.5567721,1578.9474,120000.0,76.0,7500.0,,1856.0,0.0002470304,0.1,2.689775 +2446.75,2230.8655,0.52229327,1585.3658,130000.0,82.0,8125.0,,2016.0,0.0002467744,0.1,2.6920877 +2285.72,2234.7837,0.45246497,1590.909,140000.0,88.0,8750.0,,2176.0,0.0002465184,0.1,2.6561046 +2254.42,2236.0928,0.49546403,1595.7446,150000.0,94.0,9375.0,,2336.0,0.0002462624,0.1,2.6369667 +2272.48,2238.3667,0.55139184,1600.0,160000.0,100.0,10000.0,,2496.0,0.0002460064,0.1,2.6724274 +2129.06,2231.9368,0.6369059,1588.785,170000.0,107.0,10625.0,,2656.0,0.0002457504,0.1,2.6618686 +2183.23,2229.231,0.41480446,1607.1428,180000.0,112.0,11250.0,,2784.0,0.0002455456,0.1,2.6840615 +2170.5,2226.14,0.41056132,1610.1694,190000.0,118.0,11875.0,,2944.0,0.0002452896,0.1,2.6604462 +2382.01,2233.9333,0.46475253,1612.9032,200000.0,124.0,12500.0,,3104.0,0.0002450336,0.1,2.6087232 +2419.93,2242.7903,0.44054243,1603.0535,210000.0,131.0,13125.0,,3264.0,0.0002447776,0.1,2.608862 +2439.53,2251.7332,0.33280665,1605.8394,220000.0,137.0,13750.0,,3424.0,0.0002445216,0.1,2.6471553 +2594.35,2266.6296,0.19533043,1608.3916,230000.0,143.0,14375.0,,3584.0,0.0002442656,0.1,2.658563 +2603.06,2280.6475,0.4079213,1610.7383,240000.0,149.0,15000.0,,3744.0,0.0002440096,0.1,2.6670043 +2678.97,2296.5803,0.5465738,1612.9032,250000.0,155.0,15625.0,,3904.0,0.0002437536,0.1,2.6319137 +2703.46,2312.2295,0.48103726,1614.9069,260000.0,161.0,16250.0,,4032.0,0.0002435488,0.1,2.6205223 +2709.94,2326.9597,0.15910396,1616.7665,270000.0,167.0,16875.0,,4192.0,0.0002432928,0.1,2.5978036 +2737.17,2341.6099,0.33634052,1618.4971,280000.0,173.0,17500.0,,4352.0,0.0002430368,0.1,2.5811832 +2877.98,2360.1052,0.57741475,1620.1117,290000.0,179.0,18125.0,,4512.0,0.0002427808,0.1,2.5446775 +2867.91,2377.032,0.34229776,1621.6216,300000.0,185.0,18750.0,,4672.0,0.0002425248,0.1,2.5206416 +2714.87,2387.93,0.4148439,1623.0366,310000.0,191.0,19375.0,,4832.0,0.0002422688,0.1,2.395986 +2784.08,2400.31,0.32213107,1624.3655,320000.0,197.0,20000.0,,4992.0,0.0002420128,0.1,2.5367599 +2714.79,2409.8398,0.18861744,1633.6633,330000.0,202.0,20625.0,,5152.0,0.0002417568,0.1,2.5170805 +2687.8,2418.015,0.32860267,1626.7943,340000.0,209.0,21250.0,,5312.0,0.0002415008,0.1,2.4011576 +2573.02,2422.4438,0.35307086,1627.907,350000.0,215.0,21875.0,,5440.0,0.000241296,0.1,2.4918137 +2492.77,2424.3975,0.37686172,1621.6216,360000.0,222.0,22500.0,,5600.0,0.00024104,0.1,2.3796532 +2479.05,2425.8743,0.26982844,1615.7206,370000.0,229.0,23125.0,,5760.0,0.000240784,0.1,2.5451405 +2586.3,2430.096,0.4090645,1617.0212,380000.0,235.0,23750.0,,5920.0,0.000240528,0.1,2.35638 +2751.31,2438.3323,0.23255244,1618.2572,390000.0,241.0,24375.0,,6080.0,0.000240272,0.1,2.4217215 +2714.56,2445.238,0.4004493,1619.4332,400000.0,247.0,25000.0,,6240.0,0.000240016,0.1,2.4981174 +2729.73,2452.1768,0.28625315,1614.1732,410000.0,254.0,25625.0,,6400.0,0.00023976,0.1,2.456169 +2747.97,2459.2195,0.3368298,1615.3846,420000.0,260.0,26250.0,,6560.0,0.000239504,0.1,2.4133978 +2746.11,2465.8914,0.28441596,1622.6415,430000.0,265.0,26875.0,,6688.0,0.0002392992,0.1,2.5181715 +2718.84,2471.6404,0.3305152,1623.6162,440000.0,271.0,27500.0,,6848.0,0.0002390432,0.1,2.510129 +2684.82,2476.3777,0.30736765,1624.5487,450000.0,277.0,28125.0,,7008.0,0.0002387872,0.1,2.4758923 +2608.43,2479.2483,0.19688122,1625.4417,460000.0,283.0,28750.0,,7168.0,0.0002385312,0.1,2.4582226 +2595.77,2481.7275,0.18618308,1626.2976,470000.0,289.0,29375.0,,7328.0,0.0002382752,0.1,2.4320827 +2641.38,2485.0535,0.5676158,1627.1187,480000.0,295.0,30000.0,,7488.0,0.0002380192,0.1,2.4545555 +2693.71,2489.3118,0.2268399,1622.5166,490000.0,302.0,30625.0,,7648.0,0.0002377632,0.1,2.4620295 +2686.41,2493.2537,0.22922422,1623.3766,500000.0,308.0,31250.0,,7808.0,0.0002375072,0.1,2.4345765 +2776.59,2498.8093,0.30612522,1624.2039,510000.0,314.0,31875.0,,7968.0,0.0002372512,0.1,2.470261 +2849.65,2505.5564,0.23017839,1630.094,520000.0,319.0,32500.0,,8096.0,0.0002370464,0.1,2.5088322 +2863.47,2512.3096,0.16898414,1630.7693,530000.0,325.0,33125.0,,8256.0,0.0002367904,0.1,2.3641107 +2923.42,2519.9229,0.2583738,1626.506,540000.0,332.0,33750.0,,8416.0,0.0002365344,0.1,2.3804255 +2945.18,2527.6548,0.3412474,1627.219,550000.0,338.0,34375.0,,8576.0,0.0002362784,0.1,2.4575734 +3005.89,2536.1946,0.1462062,1627.907,560000.0,344.0,35000.0,,8736.0,0.0002360224,0.1,2.5263891 +3048.93,2545.19,0.16829978,1628.5714,570000.0,350.0,35625.0,,8896.0,0.0002357664,0.1,2.4969172 +3151.73,2555.6477,0.22980188,1629.2135,580000.0,356.0,36250.0,,9056.0,0.0002355104,0.1,2.4447103 +3013.34,2563.4053,0.2875262,1629.8342,590000.0,362.0,36875.0,,9216.0,0.0002352544,0.1,2.3569155 +2974.1,2570.25,0.16367333,1630.4348,600000.0,368.0,37500.0,,9344.0,0.0002350496,0.1,2.4497645 +2951.32,2576.4968,0.26440498,1631.016,610000.0,374.0,38125.0,,9504.0,0.0002347936,0.1,2.486734 +2902.91,2581.7615,0.41799423,1631.579,620000.0,380.0,38750.0,,9664.0,0.0002345376,0.1,2.4753852 +2835.86,2585.795,0.33393392,1627.907,630000.0,387.0,39375.0,,9824.0,0.0002342816,0.1,2.5092053 +2689.78,2587.4197,0.31845918,1624.3655,640000.0,394.0,40000.0,,9984.0,0.0002340256,0.1,2.405395 +2625.58,2588.0068,0.21138528,1625.0,650000.0,400.0,40625.0,,10144.0,0.0002337696,0.1,2.5150454 +2621.13,2588.5085,0.29375932,1625.6157,660000.0,406.0,41250.0,,10304.0,0.0002335136,0.1,2.4933944 +2668.53,2589.703,0.24254568,1626.2136,670000.0,412.0,41875.0,,10464.0,0.0002332576,0.1,2.454741 +2718.99,2591.604,0.20906672,1626.7943,680000.0,418.0,42500.0,,10624.0,0.0002330016,0.1,2.5127702 +2805.05,2594.6975,0.26700112,1627.3585,690000.0,424.0,43125.0,,10752.0,0.0002327968,0.1,2.495734 +2803.55,2597.681,0.28187793,1627.907,700000.0,430.0,43750.0,,10912.0,0.0002325408,0.1,2.414997 +2856.12,2601.321,0.18966976,1624.714,710000.0,437.0,44375.0,,11072.0,0.0002322848,0.1,2.5045195 +2986.19,2606.6667,0.23940937,1621.6216,720000.0,444.0,45000.0,,11232.0,0.0002320288,0.1,2.4128542 +3107.2,2613.5234,0.23926926,1622.2222,730000.0,450.0,45625.0,,11392.0,0.0002317728,0.1,2.4246905 +2964.7,2618.269,0.23876236,1622.807,740000.0,456.0,46250.0,,11552.0,0.0002315168,0.1,2.4513335 +3022.22,2623.655,0.2567236,1626.8981,750000.0,461.0,46875.0,,11712.0,0.0002312608,0.1,2.4613633 +2989.06,2628.463,0.11968621,1623.9316,760000.0,468.0,47500.0,,11872.0,0.0002310048,0.1,2.387578 +2978.55,2633.0095,0.17050901,1627.907,770000.0,473.0,48125.0,,12000.0,0.0002308,0.1,2.3314967 +3095.16,2638.9346,0.15290128,1625.0,780000.0,480.0,48750.0,,12160.0,0.000230544,0.1,2.2823813 +3050.07,2644.1387,0.19468355,1625.5144,790000.0,486.0,49375.0,,12320.0,0.000230288,0.1,2.3376849 +2954.38,2648.0168,0.28281754,1626.0162,800000.0,492.0,50000.0,,12480.0,0.000230032,0.1,2.402554 +2932.71,2651.5315,0.20467785,1626.506,810000.0,498.0,50625.0,,12640.0,0.000229776,0.1,2.4409018 +2968.1,2655.3918,0.29657775,1626.9841,820000.0,504.0,51250.0,,12800.0,0.00022952,0.1,2.3024704 +2888.47,2658.2002,0.2609241,1627.4509,830000.0,510.0,51875.0,,12960.0,0.000229264,0.1,2.4139614 +2967.98,2661.888,0.23075967,1627.907,840000.0,516.0,52500.0,,13120.0,0.000229008,0.1,2.3226912 +2936.76,2665.1218,0.1844353,1628.3525,850000.0,522.0,53125.0,,13280.0,0.000228752,0.1,2.3493454 +2777.21,2666.425,0.18219784,1631.8785,860000.0,527.0,53750.0,,13408.0,0.0002285472,0.1,2.3410068 +2761.25,2667.5151,0.23800123,1632.2701,870000.0,533.0,54375.0,,13568.0,0.0002282912,0.1,2.3576581 +2763.63,2668.6074,0.16641268,1629.6296,880000.0,540.0,55000.0,,13728.0,0.0002280352,0.1,2.4498997 +2690.32,2668.8513,0.26379958,1630.0366,890000.0,546.0,55625.0,,13888.0,0.0002277792,0.1,2.3873625 +2769.89,2669.9739,0.28501752,1630.4348,900000.0,552.0,56250.0,,14048.0,0.0002275232,0.1,2.4431047 +2813.51,2671.5513,0.2514017,1630.8243,910000.0,558.0,56875.0,,14208.0,0.0002272672,0.1,2.3572955 +2940.62,2674.476,0.2796206,1631.2057,920000.0,564.0,57500.0,,14368.0,0.0002270112,0.1,2.4601417 +2977.35,2677.7327,0.23471959,1631.579,930000.0,570.0,58125.0,,14528.0,0.0002267552,0.1,2.3392181 +3153.85,2682.7976,0.3494996,1634.7826,940000.0,575.0,58750.0,,14656.0,0.0002265504,0.1,2.2317543 +3007.44,2686.215,0.15986362,1632.3024,950000.0,582.0,59375.0,,14816.0,0.0002262944,0.1,2.3268645 +3059.43,2690.1028,0.26298645,1632.6531,960000.0,588.0,60000.0,,14976.0,0.0002260384,0.1,2.3308094 +3212.56,2695.4888,0.25260288,1632.9966,970000.0,594.0,60625.0,,15136.0,0.0002257824,0.1,2.2792196 +3119.46,2699.815,0.32065526,1630.6156,980000.0,601.0,61250.0,,15296.0,0.0002255264,0.1,2.2913914 +2900.0,2701.8372,0.22345296,1630.972,990000.0,607.0,61875.0,,15456.0,0.0002252704,0.1,2.244691 +2928.84,2704.1072,0.24989974,1631.3214,1000000.0,613.0,62500.0,,15616.0,0.0002250144,0.1,2.3009915 +2953.55,2721.7903,0.18622947,1631.664,1010000.0,619.0,63125.0,,15776.0,0.0002247584,0.1,2.369898 +3027.24,2731.7466,0.17229657,1629.393,1020000.0,626.0,63750.0,,15936.0,0.0002245024,0.1,2.3373299 +3138.05,2741.574,0.18925421,1632.3296,1030000.0,631.0,64375.0,,16064.0,0.0002242976,0.1,2.314942 +3195.1,2752.4968,0.26264095,1632.6531,1040000.0,637.0,65000.0,,16224.0,0.0002240416,0.1,2.3730965 +3286.94,2763.705,0.34284943,1632.9705,1050000.0,643.0,65625.0,,16384.0,0.0002237856,0.1,2.3852797 +3367.25,2775.1885,0.16243437,1633.282,1060000.0,649.0,66250.0,,16544.0,0.0002235296,0.1,2.4163866 +3391.02,2785.5361,0.21175125,1633.5878,1070000.0,655.0,66875.0,,16704.0,0.0002232736,0.1,2.4537039 +3334.12,2795.1929,0.22045326,1633.8881,1080000.0,661.0,67500.0,,16864.0,0.0002230176,0.1,2.419512 +3386.2,2805.1794,0.22275095,1634.1829,1090000.0,667.0,68125.0,,17024.0,0.0002227616,0.1,2.3664002 +3345.52,2813.212,0.20489094,1634.4725,1100000.0,673.0,68750.0,,17184.0,0.0002225056,0.1,2.320559 +3219.44,2820.2197,0.19679657,1634.757,1110000.0,679.0,69375.0,,17312.0,0.0002223008,0.1,2.2555733 +3260.58,2827.6125,0.28316638,1635.0365,1120000.0,685.0,70000.0,,17472.0,0.0002220448,0.1,2.3225713 +3162.25,2834.7676,0.14237018,1635.3112,1130000.0,691.0,70625.0,,17632.0,0.0002217888,0.1,2.2553363 +3120.16,2843.1118,0.19064014,1635.581,1140000.0,697.0,71250.0,,17792.0,0.0002215328,0.1,2.2471826 +3086.93,2851.4368,0.18700936,1635.8463,1150000.0,703.0,71875.0,,17952.0,0.0002212768,0.1,2.3142257 +3067.92,2859.3914,0.3658288,1636.1072,1160000.0,709.0,72500.0,,18112.0,0.0002210208,0.1,2.1981297 +3124.18,2869.3425,0.2611613,1636.3636,1170000.0,715.0,73125.0,,18272.0,0.0002207648,0.1,2.2899704 +3071.24,2878.223,0.24591796,1636.6158,1180000.0,721.0,73750.0,,18432.0,0.0002205088,0.1,2.311603 +3352.42,2890.042,0.31084058,1639.1184,1190000.0,726.0,74375.0,,18592.0,0.0002202528,0.1,2.2778053 +3361.88,2899.8403,0.2277815,1639.3442,1200000.0,732.0,75000.0,,18720.0,0.000220048,0.1,2.314938 +3462.31,2910.2642,0.21762611,1639.5664,1210000.0,738.0,75625.0,,18880.0,0.000219792,0.1,2.3253164 +3438.02,2920.2488,0.17009354,1639.7849,1220000.0,744.0,76250.0,,19040.0,0.000219536,0.1,2.2282658 +3426.05,2928.5662,0.19021507,1640.0,1230000.0,750.0,76875.0,,19200.0,0.00021928,0.1,2.3944428 +3430.04,2936.8362,0.21844706,1640.2117,1240000.0,756.0,77500.0,,19360.0,0.000219024,0.1,2.3163698 +3523.1,2945.277,0.25497487,1640.4199,1250000.0,762.0,78125.0,,19520.0,0.000218768,0.1,2.17801 +3713.79,2955.3804,0.17558604,1638.4916,1260000.0,769.0,78750.0,,19680.0,0.000218512,0.1,2.2427227 +3469.37,2962.9746,0.2557875,1638.7097,1270000.0,775.0,79375.0,,19840.0,0.000218256,0.1,2.1595414 +3377.87,2969.3818,0.25372738,1638.9244,1280000.0,781.0,80000.0,,20000.0,0.000218,0.1,2.2274852 +3339.71,2973.999,0.15569115,1641.2213,1290000.0,786.0,80625.0,,20128.0,0.0002177952,0.1,2.1752734 +3321.7,2978.537,0.20595084,1641.4142,1300000.0,792.0,81250.0,,20288.0,0.0002175392,0.1,2.2559824 +3312.51,2984.5134,0.2549746,1641.604,1310000.0,798.0,81875.0,,20448.0,0.0002172832,0.1,2.134151 +3316.37,2989.8362,0.24382176,1639.7516,1320000.0,805.0,82500.0,,20608.0,0.0002170272,0.1,2.141515 +3316.79,2995.856,0.1543137,1639.9507,1330000.0,811.0,83125.0,,20768.0,0.0002167712,0.1,2.2934284 +3100.86,2999.9868,0.20283657,1640.1469,1340000.0,817.0,83750.0,,20928.0,0.0002165152,0.1,2.2730803 +3163.58,3005.8926,0.24705908,1640.3402,1350000.0,823.0,84375.0,,21088.0,0.0002162592,0.1,2.337841 +3143.22,3012.3972,0.21009046,1640.5308,1360000.0,829.0,85000.0,,21248.0,0.0002160032,0.1,2.2089293 +3229.65,3019.9033,0.22094524,1640.7185,1370000.0,835.0,85625.0,,21376.0,0.0002157984,0.1,2.1770287 +3335.97,3027.4,0.2706086,1640.9037,1380000.0,841.0,86250.0,,21536.0,0.0002155424,0.1,2.194773 +3280.77,3032.6943,0.2122305,1643.026,1390000.0,846.0,86875.0,,21696.0,0.0002152864,0.1,2.2029543 +3254.81,3038.097,0.23890215,1641.2661,1400000.0,853.0,87500.0,,21856.0,0.0002150304,0.1,2.1890485 +3308.99,3043.8894,0.3760335,1639.5349,1410000.0,860.0,88125.0,,22016.0,0.0002147744,0.1,2.133501 +3293.3,3049.3428,0.13257647,1639.7229,1420000.0,866.0,88750.0,,22176.0,0.0002145184,0.1,2.2558703 +3300.34,3054.8853,0.35395357,1639.9082,1430000.0,872.0,89375.0,,22336.0,0.0002142624,0.1,2.1183362 +3244.14,3060.1382,0.19973817,1640.0911,1440000.0,878.0,90000.0,,22496.0,0.0002140064,0.1,2.1664221 +3200.78,3065.2976,0.19197756,1640.2715,1450000.0,884.0,90625.0,,22656.0,0.0002137504,0.1,2.2198322 +3186.98,3071.0828,0.28840542,1640.4495,1460000.0,890.0,91250.0,,22784.0,0.0002135456,0.1,2.232067 +3001.26,3075.1375,0.15278561,1640.625,1470000.0,896.0,91875.0,,22944.0,0.0002132896,0.1,2.1632156 +2888.33,3077.6074,0.16160634,1638.9812,1480000.0,903.0,92500.0,,23104.0,0.0002130336,0.1,2.0894556 +2850.33,3079.174,0.3410743,1639.164,1490000.0,909.0,93125.0,,23264.0,0.0002127776,0.1,2.142881 +2846.26,3080.7725,0.15892789,1639.3442,1500000.0,915.0,93750.0,,23424.0,0.0002125216,0.1,2.1943688 +2880.82,3081.8147,0.27617362,1639.5222,1510000.0,921.0,94375.0,,23584.0,0.0002122656,0.1,2.1961622 +2919.81,3082.5159,0.23244374,1639.698,1520000.0,927.0,95000.0,,23744.0,0.0002120096,0.1,2.1225524 +2978.44,3083.6655,0.19630015,1639.8713,1530000.0,933.0,95625.0,,23904.0,0.0002117536,0.1,2.0250378 +3190.87,3086.3403,0.2958892,1640.0426,1540000.0,939.0,96250.0,,24032.0,0.0002115488,0.1,2.0257857 +3107.36,3087.9624,0.20612538,1640.2117,1550000.0,945.0,96875.0,,24192.0,0.0002112928,0.1,2.0334325 +3118.92,3089.0923,0.19112346,1640.3785,1560000.0,951.0,97500.0,,24352.0,0.0002110368,0.1,2.1246138 +3166.02,3090.2637,0.25554284,1640.5433,1570000.0,957.0,98125.0,,24512.0,0.0002107808,0.1,1.9792223 +3115.33,3089.8997,0.20830111,1640.7062,1580000.0,963.0,98750.0,,24672.0,0.0002105248,0.1,1.9236994 +2980.62,3089.5723,0.12875418,1642.562,1590000.0,968.0,99375.0,,24832.0,0.0002102688,0.1,2.092631 +2918.35,3089.0146,0.18022525,1641.0256,1600000.0,975.0,100000.0,,24992.0,0.0002100128,0.1,2.0476332 +2901.48,3088.5166,0.28153393,1641.1825,1610000.0,981.0,100625.0,,25152.0,0.0002097568,0.1,2.0350306 +2928.56,3088.7725,0.20349504,1641.3374,1620000.0,987.0,101250.0,,25312.0,0.0002095008,0.1,2.015307 +3011.73,3090.531,0.21561162,1641.4905,1630000.0,993.0,101875.0,,25440.0,0.000209296,0.1,1.969101 +3029.1,3093.9243,0.21447727,1640.0,1640000.0,1000.0,102500.0,,25600.0,0.00020904,0.1,1.8948014 +3098.77,3098.6565,0.31699383,1640.159,1650000.0,1006.0,103125.0,,25760.0,0.000208784,0.1,2.1142879 +3255.62,3105.0015,0.20640996,1638.6969,1660000.0,1013.0,103750.0,,25920.0,0.000208528,0.1,2.0151744 +3209.03,3110.4065,0.25087827,1638.8616,1670000.0,1019.0,104375.0,,26080.0,0.000208272,0.1,2.0512788 +3095.37,3114.1704,0.23165062,1640.625,1680000.0,1024.0,105000.0,,26240.0,0.000208016,0.1,1.9455466 +3208.99,3118.2097,0.23489258,1639.1853,1690000.0,1031.0,105625.0,,26400.0,0.00020776,0.1,2.0331862 +3282.92,3123.0032,0.18278816,1639.3442,1700000.0,1037.0,106250.0,,26560.0,0.000207504,0.1,2.1650357 +3392.62,3128.3684,0.3163182,1637.931,1710000.0,1044.0,106875.0,,26688.0,0.0002072992,0.1,1.9965777 +3249.0,3130.9963,0.20360328,1638.0952,1720000.0,1050.0,107500.0,,26848.0,0.0002070432,0.1,2.0642288 +3186.91,3131.7935,0.21389684,1636.7076,1730000.0,1057.0,108125.0,,27008.0,0.0002067872,0.1,1.9459484 +3148.9,3133.6357,0.2814528,1635.3384,1740000.0,1064.0,108750.0,,27168.0,0.0002065312,0.1,1.988975 +3200.49,3135.4185,0.19276448,1635.514,1750000.0,1070.0,109375.0,,27328.0,0.0002062752,0.1,2.004065 +3174.96,3137.277,0.23785298,1635.6877,1760000.0,1076.0,110000.0,,27488.0,0.0002060192,0.1,2.1297932 +3109.87,3138.5906,0.23089491,1635.8595,1770000.0,1082.0,110625.0,,27648.0,0.0002057632,0.1,2.0790513 +3227.73,3139.9163,0.153609,1636.0294,1780000.0,1088.0,111250.0,,27808.0,0.0002055072,0.1,2.1398504 +3212.26,3141.538,0.17576578,1636.1974,1790000.0,1094.0,111875.0,,27968.0,0.0002052512,0.1,2.0766401 +3160.84,3143.6025,0.27099827,1636.3636,1800000.0,1100.0,112500.0,,28096.0,0.0002050464,0.1,2.1815648 +3202.39,3146.299,0.27800757,1636.5281,1810000.0,1106.0,113125.0,,28256.0,0.0002047904,0.1,2.1078258 +3261.99,3149.238,0.13597557,1636.6907,1820000.0,1112.0,113750.0,,28416.0,0.0002045344,0.1,2.00357 +3235.99,3152.7134,0.27734128,1636.8516,1830000.0,1118.0,114375.0,,28576.0,0.0002042784,0.1,2.1122365 +3222.4,3155.2578,0.21277685,1635.5555,1840000.0,1125.0,115000.0,,28736.0,0.0002040224,0.1,2.1087701 +3003.13,3155.9216,0.22774467,1635.7206,1850000.0,1131.0,115625.0,,28896.0,0.0002037664,0.1,2.0799417 +3098.42,3159.1335,0.18236765,1635.8839,1860000.0,1137.0,116250.0,,29056.0,0.0002035104,0.1,2.1505642 +3118.53,3162.706,0.26917025,1636.0455,1870000.0,1143.0,116875.0,,29216.0,0.0002032544,0.1,2.065298 +3117.78,3166.2478,0.26290563,1636.2054,1880000.0,1149.0,117500.0,,29344.0,0.0002030496,0.1,2.0517368 +2955.51,3168.8997,0.17967486,1636.3636,1890000.0,1155.0,118125.0,,29504.0,0.0002027936,0.1,1.9523169 +2926.84,3170.469,0.1460135,1636.5203,1900000.0,1161.0,118750.0,,29664.0,0.0002025376,0.1,2.1090465 +2946.21,3171.796,0.23383744,1636.6753,1910000.0,1167.0,119375.0,,29824.0,0.0002022816,0.1,2.0527244 +3009.46,3172.4846,0.28348464,1636.8286,1920000.0,1173.0,120000.0,,29984.0,0.0002020256,0.1,1.9989715 +3105.48,3173.7659,0.22678362,1635.5933,1930000.0,1180.0,120625.0,,30144.0,0.0002017696,0.1,2.0000503 +3007.11,3172.2983,0.30031136,1635.7504,1940000.0,1186.0,121250.0,,30304.0,0.0002015136,0.1,1.975071 +2993.71,3172.1616,0.17022969,1635.906,1950000.0,1192.0,121875.0,,30464.0,0.0002012576,0.1,2.0451002 +3239.68,3173.9639,0.20384434,1637.4269,1960000.0,1197.0,122500.0,,30624.0,0.0002010016,0.1,1.9930367 +3292.08,3174.7593,0.19498831,1637.5728,1970000.0,1203.0,123125.0,,30752.0,0.0002007968,0.1,1.9390619 +3304.48,3176.6091,0.24411155,1637.7172,1980000.0,1209.0,123750.0,,30912.0,0.0002005408,0.1,1.9683074 +3253.13,3180.1406,0.17403293,1637.8601,1990000.0,1215.0,124375.0,,31072.0,0.0002002848,0.1,1.8468573 +3150.48,3182.3564,0.21670812,1638.0016,2000000.0,1221.0,125000.0,,31232.0,0.0002000288,0.1,1.9002582 +3241.17,3185.233,0.2220951,1638.1418,2010000.0,1227.0,125625.0,,31392.0,0.0001997728,0.1,1.7680728 +3220.1,3187.1611,0.22645594,1638.2806,2020000.0,1233.0,126250.0,,31552.0,0.0001995168,0.1,1.7684731 +3138.04,3187.1611,0.22917838,1638.4181,2030000.0,1239.0,126875.0,,31712.0,0.0001992608,0.1,1.657881 +3137.27,3186.583,0.24257976,1638.5542,2040000.0,1245.0,127500.0,,31872.0,0.0001990048,0.1,1.7336421 +3062.76,3184.3413,0.13477783,1640.0,2050000.0,1250.0,128125.0,,32000.0,0.0001988,0.1,1.7154527 +3289.27,3183.5615,0.23122461,1638.8226,2060000.0,1257.0,128750.0,,32160.0,0.000198544,0.1,1.6240172 +3328.21,3182.9338,0.19171059,1638.9548,2070000.0,1263.0,129375.0,,32320.0,0.000198288,0.1,1.7562072 +3216.02,3181.753,0.17477694,1637.7953,2080000.0,1270.0,130000.0,,32480.0,0.000198032,0.1,1.5526032 +3333.11,3181.2222,0.19343759,1637.931,2090000.0,1276.0,130625.0,,32640.0,0.000197776,0.1,1.6367804 +3317.49,3180.942,0.1483132,1638.0656,2100000.0,1282.0,131250.0,,32800.0,0.00019752,0.1,1.5672829 +3187.99,3180.6272,0.24292865,1638.1987,2110000.0,1288.0,131875.0,,32960.0,0.000197264,0.1,1.7014506 +3165.46,3179.676,0.18332312,1638.3308,2120000.0,1294.0,132500.0,,33120.0,0.000197008,0.1,1.5147308 +3106.1,3179.1143,0.19660106,1638.4615,2130000.0,1300.0,133125.0,,33280.0,0.000196752,0.1,1.5318028 +3011.18,3178.0244,0.26263106,1638.5911,2140000.0,1306.0,133750.0,,33408.0,0.0001965472,0.1,1.4482552 +3114.51,3178.3,0.17174697,1638.7195,2150000.0,1312.0,134375.0,,33568.0,0.0001962912,0.1,1.639602 +2914.54,3176.7664,0.1857352,1638.8467,2160000.0,1318.0,135000.0,,33728.0,0.0001960352,0.1,1.6522496 +3158.48,3177.1094,0.30569136,1638.9728,2170000.0,1324.0,135625.0,,33888.0,0.0001957792,0.1,1.7173736 +3190.29,3178.2993,0.13766856,1639.0978,2180000.0,1330.0,136250.0,,34048.0,0.0001955232,0.1,1.7479274 +3179.32,3176.5684,0.2030873,1639.2216,2190000.0,1336.0,136875.0,,34208.0,0.0001952672,0.1,1.7756977 +3293.98,3175.8894,0.17622271,1638.1237,2200000.0,1343.0,137500.0,,34368.0,0.0001950112,0.1,1.8342319 +3197.91,3173.2456,0.18827042,1638.2506,2210000.0,1349.0,138125.0,,34528.0,0.0001947552,0.1,1.5682724 +3091.94,3169.7847,0.14388025,1638.3763,2220000.0,1355.0,138750.0,,34656.0,0.0001945504,0.1,1.7228148 +3239.13,3167.9155,0.22677068,1638.5011,2230000.0,1361.0,139375.0,,34816.0,0.0001942944,0.1,1.7337605 +3159.49,3165.2102,0.2165992,1638.6248,2240000.0,1367.0,140000.0,,34976.0,0.0001940384,0.1,1.8447192 +3181.05,3161.79,0.10679237,1637.5546,2250000.0,1374.0,140625.0,,35136.0,0.0001937824,0.1,1.8329618 +3153.78,3156.1897,0.117938034,1638.8688,2260000.0,1379.0,141250.0,,35296.0,0.0001935264,0.1,1.7954572 +3225.24,3153.7485,0.23449315,1638.9891,2270000.0,1385.0,141875.0,,35456.0,0.0001932704,0.1,1.7185477 +3377.25,3153.7422,0.23268296,1639.1085,2280000.0,1391.0,142500.0,,35616.0,0.0001930144,0.1,1.8148617 +3313.18,3153.4773,0.13787216,1639.2269,2290000.0,1397.0,143125.0,,35776.0,0.0001927584,0.1,1.7331866 +3216.7,3152.4268,0.1790695,1638.1766,2300000.0,1404.0,143750.0,,35936.0,0.0001925024,0.1,1.6959035 +3237.6,3151.6775,0.19110009,1639.4606,2310000.0,1409.0,144375.0,,36064.0,0.0001922976,0.1,1.8206692 +3338.96,3151.9038,0.20190938,1639.5759,2320000.0,1415.0,145000.0,,36224.0,0.0001920416,0.1,1.9144775 +3170.02,3150.436,0.19374812,1639.6903,2330000.0,1421.0,145625.0,,36384.0,0.0001917856,0.1,1.7660589 +3159.21,3151.0198,0.23427802,1639.8038,2340000.0,1427.0,146250.0,,36544.0,0.0001915296,0.1,1.7855623 +3118.15,3150.5654,0.19836432,1639.9163,2350000.0,1433.0,146875.0,,36704.0,0.0001912736,0.1,1.7276882 +3125.31,3150.3862,0.15167603,1638.8889,2360000.0,1440.0,147500.0,,36864.0,0.0001910176,0.1,1.9441721 +3186.7,3149.9565,0.19928987,1637.8715,2370000.0,1447.0,148125.0,,37024.0,0.0001907616,0.1,1.8318 +3272.39,3149.3206,0.23004387,1637.9904,2380000.0,1453.0,148750.0,,37184.0,0.0001905056,0.1,1.8730495 +3289.42,3149.407,0.20173864,1639.2318,2390000.0,1458.0,149375.0,,37312.0,0.0001903008,0.1,1.8759955 +3405.4,3150.9128,0.31194073,1639.3442,2400000.0,1464.0,150000.0,,37472.0,0.0001900448,0.1,1.9141794 +3412.32,3151.9463,0.16489671,1638.3413,2410000.0,1471.0,150625.0,,37632.0,0.0001897888,0.1,1.9501517 +3408.02,3153.0938,0.38688302,1638.4563,2420000.0,1477.0,151250.0,,37792.0,0.0001895328,0.1,1.8761592 +3528.46,3155.3752,0.19166361,1637.4663,2430000.0,1484.0,151875.0,,37952.0,0.0001892768,0.1,1.8288723 +3365.27,3156.5867,0.18716387,1637.5839,2440000.0,1490.0,152500.0,,38112.0,0.0001890208,0.1,1.9101255 +3220.38,3156.7825,0.26141137,1637.7006,2450000.0,1496.0,153125.0,,38272.0,0.0001887648,0.1,1.8964131 +3375.01,3158.6626,0.19032244,1637.8163,2460000.0,1502.0,153750.0,,38432.0,0.0001885088,0.1,1.8637935 +3416.62,3162.816,0.11913059,1636.8456,2470000.0,1509.0,154375.0,,38592.0,0.0001882528,0.1,1.8490915 +3388.74,3167.8203,0.24463302,1636.9637,2480000.0,1515.0,155000.0,,38720.0,0.000188048,0.1,1.8737192 +3323.12,3172.548,0.24593231,1637.0808,2490000.0,1521.0,155625.0,,38880.0,0.000187792,0.1,1.803564 +3368.35,3177.769,0.2362287,1636.1256,2500000.0,1528.0,156250.0,,39040.0,0.000187536,0.1,1.8966997 +3555.16,3184.5125,0.1497355,1636.2451,2510000.0,1534.0,156875.0,,39200.0,0.00018728,0.1,1.8630433 +3467.75,3189.992,0.19203264,1636.3636,2520000.0,1540.0,157500.0,,39360.0,0.000187024,0.1,1.7468538 +3339.57,3193.6028,0.19724351,1636.4812,2530000.0,1546.0,158125.0,,39520.0,0.000186768,0.1,1.7709185 +3336.11,3195.0554,0.21488585,1636.5979,2540000.0,1552.0,158750.0,,39680.0,0.000186512,0.1,1.8268194 +3513.32,3199.115,0.20010287,1636.7137,2550000.0,1558.0,159375.0,,39840.0,0.000186256,0.1,1.8067479 +3568.28,3203.6086,0.23157622,1636.8286,2560000.0,1564.0,160000.0,,40000.0,0.000186,0.1,1.8286722 +3568.47,3207.633,0.21580423,1637.986,2570000.0,1569.0,160625.0,,40128.0,0.0001857952,0.1,1.7559116 +3565.14,3212.1313,0.34725133,1638.0952,2580000.0,1575.0,161250.0,,40288.0,0.0001855392,0.1,1.8218095 +3589.33,3218.2185,0.19263014,1637.1681,2590000.0,1582.0,161875.0,,40448.0,0.0001852832,0.1,1.7655121 +3766.99,3226.705,0.20035893,1636.2493,2600000.0,1589.0,162500.0,,40608.0,0.0001850272,0.1,1.6420822 +3779.71,3235.4875,0.22627202,1636.3636,2610000.0,1595.0,163125.0,,40768.0,0.0001847712,0.1,1.7104473 +3581.59,3242.0178,0.24329554,1636.4772,2620000.0,1601.0,163750.0,,40928.0,0.0001845152,0.1,1.7552323 +3440.41,3246.3047,0.18149012,1636.59,2630000.0,1607.0,164375.0,,41088.0,0.0001842592,0.1,1.8238199 +3411.64,3250.1296,0.16417404,1636.7018,2640000.0,1613.0,165000.0,,41248.0,0.0001840032,0.1,1.8937807 +3366.13,3252.8032,0.15994945,1636.8129,2650000.0,1619.0,165625.0,,41376.0,0.0001837984,0.1,1.9227533 +3278.33,3253.03,0.19552976,1636.9231,2660000.0,1625.0,166250.0,,41536.0,0.0001835424,0.1,1.899931 +3297.14,3253.9111,0.21412423,1637.0325,2670000.0,1631.0,166875.0,,41696.0,0.0001832864,0.1,1.9225845 +3241.51,3255.3726,0.19337332,1636.1416,2680000.0,1638.0,167500.0,,41856.0,0.0001830304,0.1,1.9889557 +3254.76,3255.8303,0.14883287,1636.253,2690000.0,1644.0,168125.0,,42016.0,0.0001827744,0.1,2.0287423 +3317.75,3256.1782,0.39860466,1636.3636,2700000.0,1650.0,168750.0,,42176.0,0.0001825184,0.1,1.8645236 +3326.96,3255.5222,0.16417806,1636.4734,2710000.0,1656.0,169375.0,,42336.0,0.0001822624,0.1,1.9189951 +3288.21,3255.9143,0.19094375,1636.5824,2720000.0,1662.0,170000.0,,42496.0,0.0001820064,0.1,1.8522629 +3360.08,3257.6462,0.20765644,1636.6907,2730000.0,1668.0,170625.0,,42656.0,0.0001817504,0.1,1.913012 +3346.13,3259.6184,0.16660655,1636.7981,2740000.0,1674.0,171250.0,,42784.0,0.0001815456,0.1,1.9847467 +3274.14,3260.355,0.23973696,1636.9048,2750000.0,1680.0,171875.0,,42944.0,0.0001812896,0.1,1.937289 +3421.3,3262.818,0.180013,1636.0403,2760000.0,1687.0,172500.0,,43104.0,0.0001810336,0.1,1.8769959 +3520.04,3266.9197,0.1611674,1636.1488,2770000.0,1693.0,173125.0,,43264.0,0.0001807776,0.1,1.8175237 +3564.07,3270.2832,0.33669174,1636.2566,2780000.0,1699.0,173750.0,,43424.0,0.0001805216,0.1,1.8229861 +3625.19,3274.4126,0.24827543,1637.324,2790000.0,1704.0,174375.0,,43584.0,0.0001802656,0.1,1.9734972 +3560.04,3278.4043,0.22475018,1637.4269,2800000.0,1710.0,175000.0,,43744.0,0.0001800096,0.1,1.9647377 +3536.9,3281.7493,0.3561802,1637.5292,2810000.0,1716.0,175625.0,,43904.0,0.0001797536,0.1,2.0063272 +3672.49,3285.855,0.19922578,1637.6306,2820000.0,1722.0,176250.0,,44032.0,0.0001795488,0.1,2.003549 +3574.77,3289.2424,0.16437265,1637.7314,2830000.0,1728.0,176875.0,,44192.0,0.0001792928,0.1,2.0066097 +3560.77,3292.6265,0.19013606,1637.8315,2840000.0,1734.0,177500.0,,44352.0,0.0001790368,0.1,1.9175917 +3390.22,3296.497,0.18705773,1637.931,2850000.0,1740.0,178125.0,,44512.0,0.0001787808,0.1,2.0025394 +3315.26,3298.6655,0.38226515,1638.0298,2860000.0,1746.0,178750.0,,44672.0,0.0001785248,0.1,2.0422873 +3231.9,3299.799,0.14113463,1638.1278,2870000.0,1752.0,179375.0,,44832.0,0.0001782688,0.1,1.9955138 +3324.03,3301.8616,0.15290032,1639.1577,2880000.0,1757.0,180000.0,,44992.0,0.0001780128,0.1,2.0157495 +3252.56,3304.8323,0.25661376,1638.322,2890000.0,1764.0,180625.0,,45152.0,0.0001777568,0.1,1.8868053 +3219.79,3307.7615,0.2200977,1638.4181,2900000.0,1770.0,181250.0,,45312.0,0.0001775008,0.1,2.0072112 +3197.17,3310.271,0.34282818,1639.4366,2910000.0,1775.0,181875.0,,45440.0,0.000177296,0.1,1.9286636 +3235.34,3312.5298,0.18266685,1638.6083,2920000.0,1782.0,182500.0,,45600.0,0.00017704,0.1,1.8198494 +3236.98,3313.845,0.16600375,1638.7025,2930000.0,1788.0,183125.0,,45760.0,0.000176784,0.1,1.9412491 +3252.97,3316.3037,0.22091997,1638.796,2940000.0,1794.0,183750.0,,45920.0,0.000176528,0.1,1.8905246 +3358.32,3319.9497,0.20237137,1638.8889,2950000.0,1800.0,184375.0,,46080.0,0.000176272,0.1,1.9809499 +3238.6,3319.9387,0.30970594,1638.9812,2960000.0,1806.0,185000.0,,46240.0,0.000176016,0.1,1.9426252 +3275.63,3319.7744,0.19336589,1639.0729,2970000.0,1812.0,185625.0,,46400.0,0.00017576,0.1,1.886099 +3349.86,3320.2285,0.259081,1639.164,2980000.0,1818.0,186250.0,,46560.0,0.000175504,0.1,1.8679018 +3283.85,3320.5356,0.18934414,1639.2544,2990000.0,1824.0,186875.0,,46688.0,0.0001752992,0.1,1.9301004 +3285.82,3321.8892,0.122820735,1639.3442,3000000.0,1830.0,187500.0,,46848.0,0.0001750432,0.1,1.9084918 +3289.82,3322.3752,0.11682093,1639.4336,3010000.0,1836.0,188125.0,,47008.0,0.0001747872,0.1,1.9816616 +3319.34,3323.3674,0.25584716,1639.5222,3020000.0,1842.0,188750.0,,47168.0,0.0001745312,0.1,1.8940543 +3400.39,3325.991,0.20619865,1638.7236,3030000.0,1849.0,189375.0,,47328.0,0.0001742752,0.1,1.9087049 +3421.12,3328.8296,0.10956335,1638.814,3040000.0,1855.0,190000.0,,47488.0,0.0001740192,0.1,2.0298724 +3332.12,3331.5234,0.18161649,1638.9038,3050000.0,1861.0,190625.0,,47648.0,0.0001737632,0.1,1.9297066 +3304.8,3331.6787,0.23697233,1638.993,3060000.0,1867.0,191250.0,,47808.0,0.0001735072,0.1,2.057206 +3527.3,3333.67,0.2547248,1639.9573,3070000.0,1872.0,191875.0,,47968.0,0.0001732512,0.1,2.0387018 +3378.3,3335.2927,0.20001312,1640.0426,3080000.0,1878.0,192500.0,,48096.0,0.0001730464,0.1,2.0118837 +3192.85,3333.8904,0.15754591,1640.1274,3090000.0,1884.0,193125.0,,48256.0,0.0001727904,0.1,1.9526837 +3088.47,3331.6,0.10867675,1641.08,3100000.0,1889.0,193750.0,,48416.0,0.0001725344,0.1,2.0154953 +3069.66,3330.4165,0.13722797,1641.161,3110000.0,1895.0,194375.0,,48576.0,0.0001722784,0.1,1.9644718 +3272.41,3331.4856,0.17019074,1640.3785,3120000.0,1902.0,195000.0,,48736.0,0.0001720224,0.1,1.9933529 +3278.93,3333.214,0.261882,1640.4612,3130000.0,1908.0,195625.0,,48896.0,0.0001717664,0.1,1.9260075 +3320.6,3336.3083,0.29799926,1640.5433,3140000.0,1914.0,196250.0,,49056.0,0.0001715104,0.1,1.9250596 +3502.03,3340.1833,0.20104279,1640.625,3150000.0,1920.0,196875.0,,49216.0,0.0001712544,0.1,2.0729632 +3656.58,3347.604,0.2300216,1641.5585,3160000.0,1925.0,197500.0,,49344.0,0.0001710496,0.1,1.9665004 +3851.6,3354.535,0.3489467,1640.7867,3170000.0,1932.0,198125.0,,49504.0,0.0001707936,0.1,1.8600718 +4022.77,3362.8604,0.23272869,1641.714,3180000.0,1937.0,198750.0,,49664.0,0.0001705376,0.1,1.8888505 +3960.69,3370.674,0.16222003,1640.9465,3190000.0,1944.0,199375.0,,49824.0,0.0001702816,0.1,1.8937442 +3862.3,3376.357,0.24407482,1641.0256,3200000.0,1950.0,200000.0,,49984.0,0.0001700256,0.1,2.0336905 +3688.26,3381.2603,0.25301918,1641.1042,3210000.0,1956.0,200625.0,,50144.0,0.0001697696,0.1,1.9355816 +3626.65,3386.608,0.25431022,1642.0194,3220000.0,1961.0,201250.0,,50304.0,0.0001695136,0.1,1.8841788 +3602.34,3390.2397,0.17806773,1642.0946,3230000.0,1967.0,201875.0,,50464.0,0.0001692576,0.1,1.9764616 +3408.95,3392.7344,0.22092922,1642.1693,3240000.0,1973.0,202500.0,,50624.0,0.0001690016,0.1,1.8461988 +3441.16,3395.3352,0.24318117,1642.2435,3250000.0,1979.0,203125.0,,50752.0,0.0001687968,0.1,1.904681 +3453.95,3398.337,0.15687025,1642.3174,3260000.0,1985.0,203750.0,,50912.0,0.0001685408,0.1,1.9132245 +3509.66,3401.1807,0.2841148,1642.3907,3270000.0,1991.0,204375.0,,51072.0,0.0001682848,0.1,1.8695703 +3467.67,3402.0852,0.2734077,1642.4637,3280000.0,1997.0,205000.0,,51232.0,0.0001680288,0.1,1.9060843 +3437.97,3403.3328,0.12059618,1642.5363,3290000.0,2003.0,205625.0,,51392.0,0.0001677728,0.1,1.8478298 +3526.29,3406.4287,0.20023577,1642.6083,3300000.0,2009.0,206250.0,,51552.0,0.0001675168,0.1,1.8787982 +3544.95,3409.5022,0.1897449,1642.6799,3310000.0,2015.0,206875.0,,51712.0,0.0001672608,0.1,1.6719943 +3553.2,3411.6448,0.24251586,1641.9387,3320000.0,2022.0,207500.0,,51872.0,0.0001670048,0.1,1.812169 +3636.71,3416.3118,0.31021884,1642.0118,3330000.0,2028.0,208125.0,,52000.0,0.0001668,0.1,1.915396 +3575.92,3420.4788,0.24153562,1642.0846,3340000.0,2034.0,208750.0,,52160.0,0.000166544,0.1,1.8014104 +3764.13,3426.9387,0.21439986,1642.1569,3350000.0,2040.0,209375.0,,52320.0,0.000166288,0.1,1.7863224 +3573.88,3431.4243,0.20496196,1642.2288,3360000.0,2046.0,210000.0,,52480.0,0.000166032,0.1,1.8058416 +3574.64,3435.3037,0.14851655,1642.3002,3370000.0,2052.0,210625.0,,52640.0,0.000165776,0.1,1.9385923 +3789.35,3440.4734,0.2001743,1642.3712,3380000.0,2058.0,211250.0,,52800.0,0.00016552,0.1,1.9653904 +3767.22,3445.2512,0.1932505,1642.4419,3390000.0,2064.0,211875.0,,52960.0,0.000165264,0.1,1.9021442 +3787.89,3449.0762,0.19492425,1642.5121,3400000.0,2070.0,212500.0,,53120.0,0.000165008,0.1,1.8218069 +3636.52,3451.3184,0.10266592,1641.791,3410000.0,2077.0,213125.0,,53280.0,0.000164752,0.1,1.8416405 +3541.48,3452.6528,0.26994565,1641.8627,3420000.0,2083.0,213750.0,,53408.0,0.0001645472,0.1,1.8534516 +3629.92,3453.6672,0.20345084,1641.1483,3430000.0,2090.0,214375.0,,53568.0,0.0001642912,0.1,1.7149335 +3508.44,3455.099,0.17448017,1640.4387,3440000.0,2097.0,215000.0,,53728.0,0.0001640352,0.1,1.7846545 +3492.96,3457.825,0.2220738,1639.7339,3450000.0,2104.0,215625.0,,53888.0,0.0001637792,0.1,1.7332492 +3427.48,3458.3496,0.21932375,1640.588,3460000.0,2109.0,216250.0,,54048.0,0.0001635232,0.1,1.8586233 +3556.08,3459.7446,0.18737687,1640.662,3470000.0,2115.0,216875.0,,54208.0,0.0001632672,0.1,1.9052157 +3753.92,3463.3962,0.2397702,1640.7355,3480000.0,2121.0,217500.0,,54368.0,0.0001630112,0.1,1.7556012 +3860.68,3468.772,0.26672944,1640.8086,3490000.0,2127.0,218125.0,,54528.0,0.0001627552,0.1,1.8819425 +3831.45,3473.4026,0.28333178,1641.651,3500000.0,2132.0,218750.0,,54656.0,0.0001625504,0.1,1.7974077 +3823.8,3476.089,0.17145887,1641.7212,3510000.0,2138.0,219375.0,,54816.0,0.0001622944,0.1,1.8827891 +3845.16,3479.8635,0.34963542,1641.0256,3520000.0,2145.0,220000.0,,54976.0,0.0001620384,0.1,1.9536321 +3783.96,3484.3071,0.16924514,1640.3346,3530000.0,2152.0,220625.0,,55136.0,0.0001617824,0.1,1.8173052 +3736.04,3488.3066,0.16103655,1639.648,3540000.0,2159.0,221250.0,,55296.0,0.0001615264,0.1,1.7847084 +3620.0,3489.3735,0.21978396,1639.7229,3550000.0,2165.0,221875.0,,55456.0,0.0001612704,0.1,1.8126445 +3605.02,3489.741,0.19872461,1639.7974,3560000.0,2171.0,222500.0,,55616.0,0.0001610144,0.1,1.6390542 +3525.69,3489.3132,0.24282514,1639.8713,3570000.0,2177.0,223125.0,,55776.0,0.0001607584,0.1,1.6881855 +3381.27,3487.4744,0.234754,1639.9451,3580000.0,2183.0,223750.0,,55936.0,0.0001605024,0.1,1.7043023 +3399.93,3485.5806,0.17089969,1640.0183,3590000.0,2189.0,224375.0,,56064.0,0.0001602976,0.1,1.5854456 +3412.68,3482.037,0.21539068,1640.0911,3600000.0,2195.0,225000.0,,56224.0,0.0001600416,0.1,1.708682 +3434.39,3478.584,0.18758716,1640.1636,3610000.0,2201.0,225625.0,,56384.0,0.0001597856,0.1,1.7252231 +3521.34,3477.9814,0.22742417,1639.4928,3620000.0,2208.0,226250.0,,56544.0,0.0001595296,0.1,1.712537 +3683.6,3480.413,0.27889368,1639.5664,3630000.0,2214.0,226875.0,,56704.0,0.0001592736,0.1,1.7703105 +3707.09,3483.368,0.29375094,1640.3785,3640000.0,2219.0,227500.0,,56864.0,0.0001590176,0.1,1.735509 +3750.05,3487.2073,0.2908524,1640.4495,3650000.0,2225.0,228125.0,,57024.0,0.0001587616,0.1,1.7662115 +3841.12,3492.835,0.26116577,1640.5199,3660000.0,2231.0,228750.0,,57184.0,0.0001585056,0.1,1.749202 +3927.14,3499.135,0.23772421,1640.5901,3670000.0,2237.0,229375.0,,57312.0,0.0001583008,0.1,1.897182 +3948.37,3506.2039,0.24160376,1640.6598,3680000.0,2243.0,230000.0,,57472.0,0.0001580448,0.1,1.9271612 +3774.86,3511.4043,0.14382245,1640.7292,3690000.0,2249.0,230625.0,,57632.0,0.0001577888,0.1,1.8106818 +3473.58,3512.9631,0.20882168,1640.7982,3700000.0,2255.0,231250.0,,57792.0,0.0001575328,0.1,1.820096 +3460.47,3514.298,0.16462065,1640.8668,3710000.0,2261.0,231875.0,,57952.0,0.0001572768,0.1,1.6919583 +3215.81,3513.574,0.16235374,1640.2117,3720000.0,2268.0,232500.0,,58112.0,0.0001570208,0.1,1.7963015 +3114.81,3511.1213,0.14771463,1640.2815,3730000.0,2274.0,233125.0,,58272.0,0.0001567648,0.1,1.8668972 +3168.35,3509.3435,0.1646003,1640.3508,3740000.0,2280.0,233750.0,,58432.0,0.0001565088,0.1,1.9548268 +3161.06,3508.213,0.20755695,1640.4199,3750000.0,2286.0,234375.0,,58592.0,0.0001562528,0.1,1.8313048 +3213.62,3506.136,0.21861878,1641.2047,3760000.0,2291.0,235000.0,,58720.0,0.000156048,0.1,1.7783977 +3228.31,3503.2188,0.24904,1640.557,3770000.0,2298.0,235625.0,,58880.0,0.000155792,0.1,1.8430773 +3274.06,3500.3184,0.18988787,1640.625,3780000.0,2304.0,236250.0,,59040.0,0.000155536,0.1,1.8556482 +3351.55,3497.5825,0.18206045,1640.6926,3790000.0,2310.0,236875.0,,59200.0,0.00015528,0.1,1.8141514 +3344.57,3495.4275,0.16979343,1640.0518,3800000.0,2317.0,237500.0,,59360.0,0.000155024,0.1,1.8692552 +3431.71,3494.376,0.15214904,1640.1205,3810000.0,2323.0,238125.0,,59520.0,0.000154768,0.1,1.8241045 +3369.22,3491.3428,0.21007735,1640.189,3820000.0,2329.0,238750.0,,59680.0,0.000154512,0.1,1.8700504 +3470.99,3490.305,0.24048854,1640.257,3830000.0,2335.0,239375.0,,59840.0,0.000154256,0.1,1.8847165 +3406.16,3488.759,0.18122432,1640.3247,3840000.0,2341.0,240000.0,,60000.0,0.000154,0.1,1.68854 +3304.1,3487.8977,0.14458404,1640.392,3850000.0,2347.0,240625.0,,60128.0,0.0001537952,0.1,1.8802487 +3398.19,3488.7268,0.16378129,1639.7621,3860000.0,2354.0,241250.0,,60288.0,0.0001535392,0.1,1.8822964 +3237.3,3488.781,0.21711294,1639.8306,3870000.0,2360.0,241875.0,,60448.0,0.0001532832,0.1,1.8130474 +3253.63,3488.0767,0.12216525,1639.8986,3880000.0,2366.0,242500.0,,60608.0,0.0001530272,0.1,1.851277 +3125.01,3486.8013,0.2105143,1639.9663,3890000.0,2372.0,243125.0,,60768.0,0.0001527712,0.1,1.7504662 +3158.22,3486.1855,0.2567483,1640.0337,3900000.0,2378.0,243750.0,,60928.0,0.0001525152,0.1,1.7852123 +3130.12,3485.5154,0.16441484,1640.1007,3910000.0,2384.0,244375.0,,61088.0,0.0001522592,0.1,1.8989822 +3058.63,3483.7478,0.10994187,1639.4814,3920000.0,2391.0,245000.0,,61248.0,0.0001520032,0.1,1.814776 +3031.23,3481.6907,0.14454052,1640.2338,3930000.0,2396.0,245625.0,,61376.0,0.0001517984,0.1,1.7741859 +3002.24,3479.1833,0.1566362,1639.6172,3940000.0,2403.0,246250.0,,61536.0,0.0001515424,0.1,1.7012614 +3057.08,3476.1711,0.23710842,1639.0042,3950000.0,2410.0,246875.0,,61696.0,0.0001512864,0.1,1.7728314 +3236.02,3476.1453,0.24272455,1639.0729,3960000.0,2416.0,247500.0,,61856.0,0.0001510304,0.1,1.9149172 +3385.33,3477.243,0.20567349,1639.1412,3970000.0,2422.0,248125.0,,62016.0,0.0001507744,0.1,1.6545796 +3440.21,3478.1462,0.1452968,1639.2092,3980000.0,2428.0,248750.0,,62176.0,0.0001505184,0.1,1.76192 +3454.11,3479.8486,0.15130106,1639.2769,3990000.0,2434.0,249375.0,,62336.0,0.0001502624,0.1,1.8917488 +3443.44,3481.4248,0.17793877,1638.6727,4000000.0,2441.0,250000.0,,62496.0,0.0001500064,0.1,1.8602471 +3553.12,3484.0579,0.13127033,1638.7413,4010000.0,2447.0,250625.0,,62656.0,0.0001497504,0.1,1.8641465 +3533.88,3486.2031,0.22883451,1639.478,4020000.0,2452.0,251250.0,,62784.0,0.0001495456,0.1,1.8144166 +3478.74,3486.9866,0.20822883,1639.5443,4030000.0,2458.0,251875.0,,62944.0,0.0001492896,0.1,1.7993255 +3298.72,3485.7625,0.2215563,1639.6104,4040000.0,2464.0,252500.0,,63104.0,0.0001490336,0.1,1.8716506 +3257.28,3485.0142,0.25704643,1639.0126,4050000.0,2471.0,253125.0,,63264.0,0.0001487776,0.1,1.8571903 +3327.21,3485.2385,0.28717485,1639.7416,4060000.0,2476.0,253750.0,,63424.0,0.0001485216,0.1,1.8595974 +3267.89,3482.644,0.14259353,1639.8066,4070000.0,2482.0,254375.0,,63584.0,0.0001482656,0.1,1.8133512 +3184.14,3480.7021,0.19486617,1639.8713,4080000.0,2488.0,255000.0,,63744.0,0.0001480096,0.1,1.7940829 +3107.76,3479.8508,0.19941029,1639.9358,4090000.0,2494.0,255625.0,,63904.0,0.0001477536,0.1,1.8012867 +3199.13,3480.9575,0.25205103,1640.0,4100000.0,2500.0,256250.0,,64032.0,0.0001475488,0.1,1.8871126 +3427.68,3484.538,0.17478426,1640.0638,4110000.0,2506.0,256875.0,,64192.0,0.0001472928,0.1,1.8111229 +3648.02,3488.2944,0.23418127,1639.4747,4120000.0,2513.0,257500.0,,64352.0,0.0001470368,0.1,1.9358549 +3732.6,3492.8313,0.23129039,1639.5396,4130000.0,2519.0,258125.0,,64512.0,0.0001467808,0.1,1.942832 +3748.8,3497.113,0.23056862,1639.604,4140000.0,2525.0,258750.0,,64672.0,0.0001465248,0.1,1.9158387 +3661.67,3498.7095,0.15473606,1639.0205,4150000.0,2532.0,259375.0,,64832.0,0.0001462688,0.1,1.828874 +3650.5,3498.6487,0.14082484,1639.0859,4160000.0,2538.0,260000.0,,64992.0,0.0001460128,0.1,1.8106925 +3526.57,3495.3982,0.32052702,1638.5068,4170000.0,2545.0,260625.0,,65152.0,0.0001457568,0.1,1.8480005 +3450.68,3489.6772,0.3180344,1639.2157,4180000.0,2550.0,261250.0,,65312.0,0.0001455008,0.1,1.765039 +3333.28,3483.4033,0.20079333,1639.2802,4190000.0,2556.0,261875.0,,65440.0,0.000145296,0.1,1.8627102 +3425.04,3479.0305,0.20910116,1639.3442,4200000.0,2562.0,262500.0,,65600.0,0.00014504,0.1,1.7489514 +3390.18,3476.05,0.21100117,1638.7699,4210000.0,2569.0,263125.0,,65760.0,0.000144784,0.1,1.7963059 +3453.02,3474.3137,0.15915513,1638.835,4220000.0,2575.0,263750.0,,65920.0,0.000144528,0.1,1.8618923 +3473.43,3473.025,0.21906693,1638.8997,4230000.0,2581.0,264375.0,,66080.0,0.000144272,0.1,1.7925763 +3399.91,3472.9343,0.27969036,1638.9641,4240000.0,2587.0,265000.0,,66240.0,0.000144016,0.1,1.8274109 +3324.04,3471.7632,0.22777908,1639.0282,4250000.0,2593.0,265625.0,,66400.0,0.00014376,0.1,1.7760565 +3388.23,3471.1052,0.1542707,1639.0919,4260000.0,2599.0,266250.0,,66560.0,0.000143504,0.1,1.8828578 +3433.58,3470.345,0.17324184,1639.7849,4270000.0,2604.0,266875.0,,66688.0,0.0001432992,0.1,1.774478 +3513.31,3470.801,0.22920872,1639.8468,4280000.0,2610.0,267500.0,,66848.0,0.0001430432,0.1,1.73998 +3542.28,3471.8445,0.17097226,1639.9082,4290000.0,2616.0,268125.0,,67008.0,0.0001427872,0.1,1.7195611 +3406.0,3470.6416,0.12741292,1639.3442,4300000.0,2623.0,268750.0,,67168.0,0.0001425312,0.1,1.8460526 +3498.37,3470.176,0.23708346,1639.4066,4310000.0,2629.0,269375.0,,67328.0,0.0001422752,0.1,1.7289631 +3519.63,3469.84,0.16389735,1639.4688,4320000.0,2635.0,270000.0,,67488.0,0.0001420192,0.1,1.7324766 +3392.96,3467.4026,0.1281557,1639.5305,4330000.0,2641.0,270625.0,,67648.0,0.0001417632,0.1,1.7787833 +3281.25,3464.456,0.28028655,1639.592,4340000.0,2647.0,271250.0,,67808.0,0.0001415072,0.1,1.7547145 +3270.85,3459.5232,0.27069503,1639.6532,4350000.0,2653.0,271875.0,,67968.0,0.0001412512,0.1,1.7794138 +3345.03,3457.2346,0.1981326,1640.331,4360000.0,2658.0,272500.0,,68096.0,0.0001410464,0.1,1.9400594 +3333.9,3454.8271,0.21106635,1639.7749,4370000.0,2665.0,273125.0,,68256.0,0.0001407904,0.1,1.7538793 +3196.99,3448.9038,0.15411656,1639.8353,4380000.0,2671.0,273750.0,,68416.0,0.0001405344,0.1,1.7690091 +3244.78,3443.6794,0.23275346,1640.5082,4390000.0,2676.0,274375.0,,68576.0,0.0001402784,0.1,1.6706531 +3363.96,3439.44,0.1796768,1640.5668,4400000.0,2682.0,275000.0,,68736.0,0.0001400224,0.1,1.9204607 +3337.75,3436.4524,0.25777665,1640.625,4410000.0,2688.0,275625.0,,68896.0,0.0001397664,0.1,1.716814 +3379.46,3434.8323,0.20938674,1640.683,4420000.0,2694.0,276250.0,,69056.0,0.0001395104,0.1,1.7730978 +3506.99,3433.603,0.15006523,1640.7407,4430000.0,2700.0,276875.0,,69216.0,0.0001392544,0.1,1.7803454 +3570.06,3434.219,0.25257072,1640.7982,4440000.0,2706.0,277500.0,,69344.0,0.0001390496,0.1,1.8052568 +3633.1,3435.6206,0.25531477,1640.2506,4450000.0,2713.0,278125.0,,69504.0,0.0001387936,0.1,1.811603 +3620.37,3437.549,0.26454222,1640.9125,4460000.0,2718.0,278750.0,,69664.0,0.0001385376,0.1,1.7291489 +3442.63,3436.4148,0.29474306,1640.9691,4470000.0,2724.0,279375.0,,69824.0,0.0001382816,0.1,1.6722023 +3409.81,3432.9734,0.29224047,1641.0256,4480000.0,2730.0,280000.0,,69984.0,0.0001380256,0.1,1.6178106 +3307.87,3427.4456,0.25766152,1641.0819,4490000.0,2736.0,280625.0,,70144.0,0.0001377696,0.1,1.8496168 +3278.29,3421.9138,0.17174004,1641.1378,4500000.0,2742.0,281250.0,,70304.0,0.0001375136,0.1,1.7180296 +3277.87,3416.4546,0.18594535,1641.1936,4510000.0,2748.0,281875.0,,70464.0,0.0001372576,0.1,1.7606976 +3369.01,3411.6929,0.29544005,1641.2491,4520000.0,2754.0,282500.0,,70624.0,0.0001370016,0.1,1.8729341 +3432.74,3408.181,0.31898025,1641.3043,4530000.0,2760.0,283125.0,,70752.0,0.0001367968,0.1,1.8559434 +3591.04,3406.731,0.17209685,1641.3594,4540000.0,2766.0,283750.0,,70912.0,0.0001365408,0.1,1.6675752 +3528.16,3405.8125,0.21209052,1641.4142,4550000.0,2772.0,284375.0,,71072.0,0.0001362848,0.1,1.8148646 +3467.78,3404.44,0.18361156,1641.4686,4560000.0,2778.0,285000.0,,71232.0,0.0001360288,0.1,1.8939621 +3539.19,3404.5747,0.20308182,1641.523,4570000.0,2784.0,285625.0,,71392.0,0.0001357728,0.1,1.7879713 +3698.54,3407.7478,0.20806235,1641.577,4580000.0,2790.0,286250.0,,71552.0,0.0001355168,0.1,1.8536263 +3596.65,3409.7146,0.22196601,1641.044,4590000.0,2797.0,286875.0,,71712.0,0.0001352608,0.1,1.7895181 +3521.62,3410.8044,0.23499836,1641.6846,4600000.0,2802.0,287500.0,,71872.0,0.0001350048,0.1,1.8424194 +3696.59,3413.4265,0.20376615,1641.7379,4610000.0,2808.0,288125.0,,72000.0,0.0001348,0.1,1.8757559 +3856.43,3416.7776,0.21756715,1641.791,4620000.0,2814.0,288750.0,,72160.0,0.000134544,0.1,1.8008716 +3805.05,3417.9922,0.20625637,1641.844,4630000.0,2820.0,289375.0,,72320.0,0.000134288,0.1,1.835161 +3729.96,3418.2207,0.17217895,1641.3159,4640000.0,2827.0,290000.0,,72480.0,0.000134032,0.1,1.8315089 +3688.54,3417.6057,0.13524623,1641.3696,4650000.0,2833.0,290625.0,,72640.0,0.000133776,0.1,1.8085339 +3754.89,3416.7432,0.16287825,1641.4231,4660000.0,2839.0,291250.0,,72800.0,0.00013352,0.1,1.7467722 +3620.3,3413.6748,0.21564426,1640.8995,4670000.0,2846.0,291875.0,,72960.0,0.000133264,0.1,1.6596279 +3600.34,3410.1943,0.2294951,1640.9537,4680000.0,2852.0,292500.0,,73120.0,0.000133008,0.1,1.7294668 +3586.54,3408.3113,0.16018212,1641.582,4690000.0,2857.0,293125.0,,73280.0,0.000132752,0.1,1.8348382 +3520.36,3408.779,0.24839118,1641.6346,4700000.0,2863.0,293750.0,,73408.0,0.0001325472,0.1,1.7781262 +3508.91,3409.2634,0.22557612,1641.687,4710000.0,2869.0,294375.0,,73568.0,0.0001322912,0.1,1.629424 +3623.35,3413.3384,0.31568906,1641.7391,4720000.0,2875.0,295000.0,,73728.0,0.0001320352,0.1,1.7031131 +3656.05,3418.7512,0.23576993,1641.2213,4730000.0,2882.0,295625.0,,73888.0,0.0001317792,0.1,1.6019847 +3640.92,3423.4766,0.20874369,1641.2743,4740000.0,2888.0,296250.0,,74048.0,0.0001315232,0.1,1.6127704 +3661.19,3428.478,0.19649549,1641.3269,4750000.0,2894.0,296875.0,,74208.0,0.0001312672,0.1,1.7413467 +3900.35,3435.3452,0.17933573,1640.8135,4760000.0,2901.0,297500.0,,74368.0,0.0001310112,0.1,1.7022002 +3972.67,3442.7883,0.17559312,1641.4315,4770000.0,2906.0,298125.0,,74528.0,0.0001307552,0.1,1.6738539 +3791.42,3447.9622,0.19225621,1641.4835,4780000.0,2912.0,298750.0,,74656.0,0.0001305504,0.1,1.7810237 +3566.27,3450.1094,0.22188158,1641.5353,4790000.0,2918.0,299375.0,,74816.0,0.0001302944,0.1,1.7565086 +3662.98,3453.2937,0.17817627,1641.5869,4800000.0,2924.0,300000.0,,74976.0,0.0001300384,0.1,1.7014716 +3509.07,3454.0671,0.20377688,1641.6382,4810000.0,2930.0,300625.0,,75136.0,0.0001297824,0.1,1.6255195 +3167.76,3452.0527,0.20193407,1641.6893,4820000.0,2936.0,301250.0,,75296.0,0.0001295264,0.1,1.8127358 +3280.48,3450.1475,0.19866121,1641.7404,4830000.0,2942.0,301875.0,,75456.0,0.0001292704,0.1,1.7702111 +3352.19,3449.608,0.13853541,1641.791,4840000.0,2948.0,302500.0,,75616.0,0.0001290144,0.1,1.7824147 +3383.84,3450.4055,0.12901208,1641.286,4850000.0,2955.0,303125.0,,75776.0,0.0001287584,0.1,1.9369073 +3571.13,3452.135,0.21939011,1641.3374,4860000.0,2961.0,303750.0,,75936.0,0.0001285024,0.1,1.7303368 +3542.86,3455.191,0.19169888,1641.3885,4870000.0,2967.0,304375.0,,76064.0,0.0001282976,0.1,1.7467079 +3619.28,3458.8474,0.21998179,1641.992,4880000.0,2972.0,305000.0,,76224.0,0.0001280416,0.1,1.8651146 +3649.6,3464.093,0.213928,1641.4905,4890000.0,2979.0,305625.0,,76384.0,0.0001277856,0.1,1.760694 +3537.01,3467.8809,0.15810543,1641.541,4900000.0,2985.0,306250.0,,76544.0,0.0001275296,0.1,1.671797 +3545.85,3472.038,0.17875727,1642.1405,4910000.0,2990.0,306875.0,,76704.0,0.0001272736,0.1,1.7377474 +3486.28,3476.3147,0.17709869,1642.1896,4920000.0,2996.0,307500.0,,76864.0,0.0001270176,0.1,1.7343006 +3426.49,3480.267,0.20823392,1642.2385,4930000.0,3002.0,308125.0,,77024.0,0.0001267616,0.1,1.8562375 +3495.7,3485.202,0.17507896,1641.7415,4940000.0,3009.0,308750.0,,77184.0,0.0001265056,0.1,1.7832617 +3533.84,3489.9695,0.2286221,1641.791,4950000.0,3015.0,309375.0,,77312.0,0.0001263008,0.1,1.8213522 +3420.0,3491.8093,0.27585799,1641.8405,4960000.0,3021.0,310000.0,,77472.0,0.0001260448,0.1,1.8281643 +3455.01,3492.5059,0.2289045,1641.8896,4970000.0,3027.0,310625.0,,77632.0,0.0001257888,0.1,1.9150877 +3514.89,3493.253,0.22693919,1641.9387,4980000.0,3033.0,311250.0,,77792.0,0.0001255328,0.1,1.9238031 +3569.3,3494.4048,0.19508283,1641.9875,4990000.0,3039.0,311875.0,,77952.0,0.0001252768,0.1,1.8409576 +3338.06,3493.3508,0.1592661,1642.0361,5000000.0,3045.0,312500.0,,78112.0,0.0001250208,0.1,1.9075682 +3254.13,3490.3613,0.22774209,1642.0846,5010000.0,3051.0,313125.0,,78272.0,0.0001247648,0.1,1.7915812 +3327.01,3488.2925,0.119042486,1642.1328,5020000.0,3057.0,313750.0,,78432.0,0.0001245088,0.1,1.74958 +3314.06,3486.6455,0.2976253,1641.6449,5030000.0,3064.0,314375.0,,78592.0,0.0001242528,0.1,1.8394864 +3256.75,3486.2256,0.24818741,1642.2288,5040000.0,3069.0,315000.0,,78720.0,0.000124048,0.1,1.8640277 +3321.74,3486.8706,0.17781243,1642.2764,5050000.0,3075.0,315625.0,,78880.0,0.000123792,0.1,1.7195323 +3355.2,3487.1504,0.21936335,1642.324,5060000.0,3081.0,316250.0,,79040.0,0.000123536,0.1,1.9722406 +3460.56,3489.077,0.1365714,1641.8394,5070000.0,3088.0,316875.0,,79200.0,0.00012328,0.1,1.7815456 +3588.28,3493.1184,0.18745698,1641.8876,5080000.0,3094.0,317500.0,,79360.0,0.000123024,0.1,1.776971 +3643.72,3498.4778,0.18140742,1641.9354,5090000.0,3100.0,318125.0,,79520.0,0.000122768,0.1,1.8050969 +3638.98,3502.8765,0.11403646,1641.9833,5100000.0,3106.0,318750.0,,79680.0,0.000122512,0.1,1.6375046 +3635.58,3504.9556,0.33071992,1641.5034,5110000.0,3113.0,319375.0,,79840.0,0.000122256,0.1,1.7604764 +3598.13,3504.4565,0.13866316,1641.5518,5120000.0,3119.0,320000.0,,80000.0,0.000122,0.1,1.7676744 +3660.62,3503.7368,0.24634792,1641.6,5130000.0,3125.0,320625.0,,80128.0,0.0001217952,0.1,1.7404263 +3580.32,3502.0522,0.1622866,1641.6481,5140000.0,3131.0,321250.0,,80288.0,0.0001215392,0.1,1.8473787 +3359.22,3499.0276,0.20619711,1641.6959,5150000.0,3137.0,321875.0,,80448.0,0.0001212832,0.1,1.7854145 +3410.93,3496.6316,0.14532562,1641.7435,5160000.0,3143.0,322500.0,,80608.0,0.0001210272,0.1,1.7985557 +3583.7,3497.2031,0.16440983,1641.2699,5170000.0,3150.0,323125.0,,80768.0,0.0001207712,0.1,1.758178 +3462.06,3497.317,0.24381591,1641.8384,5180000.0,3155.0,323750.0,,80928.0,0.0001205152,0.1,1.7610679 +3309.64,3497.0803,0.28691006,1641.8855,5190000.0,3161.0,324375.0,,81088.0,0.0001202592,0.1,1.8314424 +3233.9,3495.1687,0.1448628,1641.9324,5200000.0,3167.0,325000.0,,81248.0,0.0001200032,0.1,1.7793716 +3363.5,3494.902,0.16085425,1642.4968,5210000.0,3172.0,325625.0,,81376.0,0.0001197984,0.1,1.7179449 +3462.68,3494.999,0.18373774,1642.5425,5220000.0,3178.0,326250.0,,81536.0,0.0001195424,0.1,1.7497425 +3528.24,3495.547,0.15942322,1642.5879,5230000.0,3184.0,326875.0,,81696.0,0.0001192864,0.1,1.6747577 +3351.33,3495.0615,0.17064524,1642.6332,5240000.0,3190.0,327500.0,,81856.0,0.0001190304,0.1,1.6997969 +3494.46,3496.7656,0.15666473,1642.1646,5250000.0,3197.0,328125.0,,82016.0,0.0001187744,0.1,1.6875272 +3404.3,3496.9263,0.14714916,1642.2104,5260000.0,3203.0,328750.0,,82176.0,0.0001185184,0.1,1.6940943 +3378.12,3496.3718,0.21323158,1642.7681,5270000.0,3208.0,329375.0,,82336.0,0.0001182624,0.1,1.715419 +3360.99,3494.8484,0.1531933,1642.8127,5280000.0,3214.0,330000.0,,82496.0,0.0001180064,0.1,1.7606285 +3251.07,3491.9363,0.22505955,1642.8572,5290000.0,3220.0,330625.0,,82656.0,0.0001177504,0.1,1.6726339 +3419.2,3492.0679,0.31152737,1642.9014,5300000.0,3226.0,331250.0,,82784.0,0.0001175456,0.1,1.8110683 +3523.78,3492.3223,0.14534283,1642.9456,5310000.0,3232.0,331875.0,,82944.0,0.0001172896,0.1,1.7495304 +3511.14,3492.2368,0.33162862,1643.4971,5320000.0,3237.0,332500.0,,83104.0,0.0001170336,0.1,1.6973431 +3724.31,3495.5505,0.17157754,1643.5399,5330000.0,3243.0,333125.0,,83264.0,0.0001167776,0.1,1.68647 +3938.47,3502.1228,0.16832387,1643.0769,5340000.0,3250.0,333750.0,,83424.0,0.0001165216,0.1,1.673743 +3881.86,3508.2332,0.17145327,1643.1204,5350000.0,3256.0,334375.0,,83584.0,0.0001162656,0.1,1.7187877 +3981.1,3514.5938,0.25262228,1642.6602,5360000.0,3263.0,335000.0,,83744.0,0.0001160096,0.1,1.7415712 +3893.66,3520.1917,0.20649545,1642.7042,5370000.0,3269.0,335625.0,,83904.0,0.0001157536,0.1,1.6557609 +3760.85,3525.8303,0.16680077,1643.2499,5380000.0,3274.0,336250.0,,84032.0,0.0001155488,0.1,1.6177547 +3710.55,3530.4878,0.13952197,1643.2927,5390000.0,3280.0,336875.0,,84192.0,0.0001152928,0.1,1.6862345 +3650.81,3533.3562,0.17864557,1643.8356,5400000.0,3285.0,337500.0,,84352.0,0.0001150368,0.1,1.7209113 +3631.4,3536.2927,0.22658305,1643.8772,5410000.0,3291.0,338125.0,,84512.0,0.0001147808,0.1,1.8724056 +3560.84,3538.107,0.14122139,1643.9187,5420000.0,3297.0,338750.0,,84672.0,0.0001145248,0.1,1.7164571 +3521.04,3538.247,0.168956,1643.9601,5430000.0,3303.0,339375.0,,84832.0,0.0001142688,0.1,1.7102227 +3417.71,3536.7236,0.19436853,1644.0012,5440000.0,3309.0,340000.0,,84992.0,0.0001140128,0.1,1.5313838 +3591.23,3536.3047,0.1459336,1644.0422,5450000.0,3315.0,340625.0,,85152.0,0.0001137568,0.1,1.686631 +3630.12,3536.402,0.1351655,1643.5883,5460000.0,3322.0,341250.0,,85312.0,0.0001135008,0.1,1.5673981 +3557.65,3537.5527,0.223502,1644.1238,5470000.0,3327.0,341875.0,,85440.0,0.000113296,0.1,1.6398599 +3677.76,3540.232,0.19648406,1644.1644,5480000.0,3333.0,342500.0,,85600.0,0.00011304,0.1,1.6844603 +3712.04,3544.2737,0.20169328,1643.7125,5490000.0,3340.0,343125.0,,85760.0,0.000112784,0.1,1.7033765 +3695.55,3548.4465,0.21429822,1643.7538,5500000.0,3346.0,343750.0,,85920.0,0.000112528,0.1,1.7379398 +3920.33,3554.8713,0.23046291,1644.2853,5510000.0,3351.0,344375.0,,86080.0,0.000112272,0.1,1.6691747 +3864.45,3559.8257,0.16041061,1643.8356,5520000.0,3358.0,345000.0,,86240.0,0.000112016,0.1,1.7417655 +4014.02,3565.6384,0.1506861,1644.3651,5530000.0,3363.0,345625.0,,86400.0,0.00011176,0.1,1.8223357 +4061.81,3570.3462,0.19420007,1644.4049,5540000.0,3369.0,346250.0,,86560.0,0.000111504,0.1,1.8905141 +3955.15,3574.616,0.17432795,1644.4445,5550000.0,3375.0,346875.0,,86688.0,0.0001112992,0.1,1.7374936 +4064.15,3580.5796,0.21024504,1644.4839,5560000.0,3381.0,347500.0,,86848.0,0.0001110432,0.1,1.731056 +4053.12,3585.719,0.19316286,1644.5232,5570000.0,3387.0,348125.0,,87008.0,0.0001107872,0.1,1.6356428 +4021.64,3588.95,0.26661828,1645.0471,5580000.0,3392.0,348750.0,,87168.0,0.0001105312,0.1,1.7963383 +3750.88,3590.492,0.1917639,1645.0853,5590000.0,3398.0,349375.0,,87328.0,0.0001102752,0.1,1.8123623 +3722.43,3592.5,0.17717622,1645.1234,5600000.0,3404.0,350000.0,,87488.0,0.0001100192,0.1,1.7692873 +3619.96,3591.7341,0.18734166,1645.1613,5610000.0,3410.0,350625.0,,87648.0,0.0001097632,0.1,1.73305 +3552.32,3588.6929,0.18823008,1645.1991,5620000.0,3416.0,351250.0,,87808.0,0.0001095072,0.1,1.7449579 +3661.89,3587.2612,0.1962258,1645.2367,5630000.0,3422.0,351875.0,,87968.0,0.0001092512,0.1,1.8426772 +3644.04,3586.4019,0.121365786,1645.7543,5640000.0,3427.0,352500.0,,88096.0,0.0001090464,0.1,1.727239 +3558.27,3585.099,0.21070382,1645.7909,5650000.0,3433.0,353125.0,,88256.0,0.0001087904,0.1,1.7518811 +3697.12,3584.5215,0.20848876,1645.3489,5660000.0,3440.0,353750.0,,88416.0,0.0001085344,0.1,1.7141714 +3633.05,3584.6494,0.13948604,1645.8635,5670000.0,3445.0,354375.0,,88576.0,0.0001082784,0.1,1.8007617 +3742.64,3586.0723,0.17499807,1645.8998,5680000.0,3451.0,355000.0,,88736.0,0.0001080224,0.1,1.7969061 +3540.05,3585.6072,0.17332773,1645.9358,5690000.0,3457.0,355625.0,,88896.0,0.0001077664,0.1,1.7639973 +3369.78,3584.1016,0.21592492,1645.9717,5700000.0,3463.0,356250.0,,89056.0,0.0001075104,0.1,1.6983943 +3428.86,3583.301,0.12330669,1646.4822,5710000.0,3468.0,356875.0,,89216.0,0.0001072544,0.1,1.7248194 +3419.69,3581.2646,0.14534277,1646.517,5720000.0,3474.0,357500.0,,89344.0,0.0001070496,0.1,1.7297549 +3366.88,3578.3728,0.15323026,1646.5518,5730000.0,3480.0,358125.0,,89504.0,0.0001067936,0.1,1.7155342 +3216.1,3574.1248,0.15832147,1646.5863,5740000.0,3486.0,358750.0,,89664.0,0.0001065376,0.1,1.8052647 +3205.47,3569.567,0.16398187,1646.6208,5750000.0,3492.0,359375.0,,89824.0,0.0001062816,0.1,1.742459 +3329.96,3563.8635,0.28829572,1647.1261,5760000.0,3497.0,360000.0,,89984.0,0.0001060256,0.1,1.7083542 +3231.34,3556.45,0.16675183,1647.1595,5770000.0,3503.0,360625.0,,90144.0,0.0001057696,0.1,1.8129263 +3391.97,3552.4556,0.29533815,1647.6625,5780000.0,3508.0,361250.0,,90304.0,0.0001055136,0.1,1.7724522 +3427.59,3551.0688,0.20650205,1647.695,5790000.0,3514.0,361875.0,,90464.0,0.0001052576,0.1,1.6567255 +3468.01,3549.1191,0.19287252,1647.2593,5800000.0,3521.0,362500.0,,90624.0,0.0001050016,0.1,1.623877 +3519.9,3549.2273,0.13302858,1647.7595,5810000.0,3526.0,363125.0,,90752.0,0.0001047968,0.1,1.6657575 +3341.21,3550.9622,0.12154367,1647.7916,5820000.0,3532.0,363750.0,,90912.0,0.0001045408,0.1,1.6736519 +3541.95,3553.5767,0.21758686,1647.8236,5830000.0,3538.0,364375.0,,91072.0,0.0001042848,0.1,1.6561142 +3517.98,3555.2346,0.16468085,1647.8556,5840000.0,3544.0,365000.0,,91232.0,0.0001040288,0.1,1.6590016 +3588.99,3557.286,0.12448684,1647.8873,5850000.0,3550.0,365625.0,,91392.0,0.0001037728,0.1,1.6096928 +3748.67,3559.0613,0.26853466,1648.3826,5860000.0,3555.0,366250.0,,91552.0,0.0001035168,0.1,1.8044839 +3716.25,3560.7954,0.16285698,1647.9506,5870000.0,3562.0,366875.0,,91712.0,0.0001032608,0.1,1.7321554 +3954.97,3564.152,0.2165689,1647.982,5880000.0,3568.0,367500.0,,91872.0,0.0001030048,0.1,1.6646659 +3850.35,3566.1594,0.19366135,1648.0134,5890000.0,3574.0,368125.0,,92000.0,0.0001028,0.1,1.601839 +3752.64,3568.3157,0.23089701,1648.0447,5900000.0,3580.0,368750.0,,92160.0,0.000102544,0.1,1.6698756 +3646.6,3569.3232,0.24012578,1648.0758,5910000.0,3586.0,369375.0,,92320.0,0.000102288,0.1,1.6185563 +3646.32,3570.9238,0.20793329,1647.6482,5920000.0,3593.0,370000.0,,92480.0,0.000102032,0.1,1.7190356 +3487.17,3571.53,0.19870433,1647.6799,5930000.0,3599.0,370625.0,,92640.0,0.000101776,0.1,1.6794007 +3441.14,3570.9844,0.22179271,1648.1687,5940000.0,3604.0,371250.0,,92800.0,0.00010152,0.1,1.78105 +3409.98,3569.7458,0.16875024,1648.1995,5950000.0,3610.0,371875.0,,92960.0,0.000101264,0.1,1.6493413 +3484.14,3570.3875,0.1823529,1648.2301,5960000.0,3616.0,372500.0,,93120.0,0.000101008,0.1,1.5954894 +3605.98,3571.897,0.25801948,1648.2606,5970000.0,3622.0,373125.0,,93280.0,0.000100752,0.1,1.6936874 +3629.76,3573.0457,0.16993329,1648.7455,5980000.0,3627.0,373750.0,,93408.0,0.0001005472,0.1,1.6671218 +3854.03,3575.8936,0.28379115,1648.7751,5990000.0,3633.0,374375.0,,93568.0,0.0001002912,0.1,1.6263293 +3894.25,3581.455,0.31414315,1648.8046,6000000.0,3639.0,375000.0,,93728.0,0.0001000352,0.1,1.8276308 +3944.67,3588.3606,0.27447444,1648.834,6010000.0,3645.0,375625.0,,93888.0,9.97792e-05,0.1,1.5724163 +4041.99,3595.5107,0.14294742,1648.8633,6020000.0,3651.0,376250.0,,94048.0,9.95232e-05,0.1,1.6166213 +3867.2,3601.042,0.22176497,1648.8926,6030000.0,3657.0,376875.0,,94208.0,9.92672e-05,0.1,1.6297988 +3712.76,3605.6018,0.159295,1648.9216,6040000.0,3663.0,377500.0,,94368.0,9.90112e-05,0.1,1.6528931 +3679.17,3609.1763,0.16991642,1648.9507,6050000.0,3669.0,378125.0,,94528.0,9.87552e-05,0.1,1.6368738 +3618.36,3611.8079,0.17784683,1649.4285,6060000.0,3674.0,378750.0,,94656.0,9.85504e-05,0.1,1.7038136 +3634.61,3613.5483,0.3056008,1649.4565,6070000.0,3680.0,379375.0,,94816.0,9.82944e-05,0.1,1.5871272 +3590.29,3613.5688,0.33125293,1649.4845,6080000.0,3686.0,380000.0,,94976.0,9.80384e-05,0.1,1.5839363 +3702.94,3614.1611,0.11437359,1649.9594,6090000.0,3691.0,380625.0,,95136.0,9.77824e-05,0.1,1.6428964 +3740.33,3615.1743,0.2401769,1649.5403,6100000.0,3698.0,381250.0,,95296.0,9.75264e-05,0.1,1.5312002 +3548.8,3614.3066,0.18000501,1649.568,6110000.0,3704.0,381875.0,,95456.0,9.72704e-05,0.1,1.6583292 +3438.83,3612.7139,0.20720603,1650.0404,6120000.0,3709.0,382500.0,,95616.0,9.70144e-05,0.1,1.5674992 +3549.41,3611.6018,0.16985123,1650.0673,6130000.0,3715.0,383125.0,,95776.0,9.67584e-05,0.1,1.5773258 +3560.7,3611.4053,0.141767,1650.0941,6140000.0,3721.0,383750.0,,95936.0,9.65024e-05,0.1,1.6714923 +3440.15,3612.2146,0.20950721,1650.5636,6150000.0,3726.0,384375.0,,96064.0,9.62976e-05,0.1,1.5682731 +3382.01,3611.925,0.36078763,1650.1473,6160000.0,3733.0,385000.0,,96224.0,9.60416e-05,0.1,1.6956873 +3408.24,3610.1707,0.1537502,1650.1738,6170000.0,3739.0,385625.0,,96384.0,9.57856e-05,0.1,1.7774047 +3426.46,3609.815,0.23653139,1650.641,6180000.0,3744.0,386250.0,,96544.0,9.55296e-05,0.1,1.7010853 +3430.02,3611.0188,0.25121662,1651.1069,6190000.0,3749.0,386875.0,,96704.0,9.52736e-05,0.1,1.7070978 +3417.71,3612.8572,0.15118311,1651.5717,6200000.0,3754.0,387500.0,,96864.0,9.50176e-05,0.1,1.6734396 +3414.27,3613.3647,0.20569548,1652.0352,6210000.0,3759.0,388125.0,,97024.0,9.47616e-05,0.1,1.6628575 +3495.05,3613.6885,0.11773232,1652.4973,6220000.0,3764.0,388750.0,,97184.0,9.45056e-05,0.1,1.6477501 +3538.48,3613.791,0.23421264,1653.397,6230000.0,3768.0,389375.0,,97312.0,9.43008e-05,0.1,1.5723945 +3569.72,3615.9746,0.20027207,1653.8563,6240000.0,3773.0,390000.0,,97472.0,9.40448e-05,0.1,1.5874367 +3651.63,3617.546,0.21737044,1654.3145,6250000.0,3778.0,390625.0,,97632.0,9.37888e-05,0.1,1.5218663 +3771.23,3621.2153,0.18744744,1655.2089,6260000.0,3782.0,391250.0,,97792.0,9.35328e-05,0.1,1.5827525 +3670.1,3624.135,0.3001232,1655.6641,6270000.0,3787.0,391875.0,,97952.0,9.32768e-05,0.1,1.5098405 +3517.02,3625.6953,0.16643338,1656.1182,6280000.0,3792.0,392500.0,,98112.0,9.30208e-05,0.1,1.5522265 +3486.85,3628.0532,0.17639692,1657.0073,6290000.0,3796.0,393125.0,,98272.0,9.27648e-05,0.1,1.6186061 +3442.57,3628.287,0.25033286,1657.4586,6300000.0,3801.0,393750.0,,98432.0,9.25088e-05,0.1,1.5854979 +3400.28,3627.0518,0.18605596,1657.9086,6310000.0,3806.0,394375.0,,98592.0,9.22528e-05,0.1,1.7003727 +3399.13,3625.932,0.15536721,1658.7926,6320000.0,3810.0,395000.0,,98720.0,9.2048e-05,0.1,1.7100106 +3415.05,3622.8394,0.23869918,1659.2399,6330000.0,3815.0,395625.0,,98880.0,9.1792e-05,0.1,1.5287261 +3424.69,3617.7017,0.18284334,1659.6859,6340000.0,3820.0,396250.0,,99040.0,9.1536e-05,0.1,1.6587108 +3434.32,3613.2258,0.21667027,1660.1307,6350000.0,3825.0,396875.0,,99200.0,9.128e-05,0.1,1.6475315 +3586.79,3609.2827,0.20646444,1660.5745,6360000.0,3830.0,397500.0,,99360.0,9.1024e-05,0.1,1.535211 +3395.41,3604.3003,0.26055303,1661.017,6370000.0,3835.0,398125.0,,99520.0,9.0768e-05,0.1,1.6028895 +3279.27,3599.4846,0.20869742,1661.4584,6380000.0,3840.0,398750.0,,99680.0,9.0512e-05,0.1,1.7187499 +3303.87,3595.4177,0.22727855,1661.8986,6390000.0,3845.0,399375.0,,99840.0,9.0256e-05,0.1,1.5805609 +3523.08,3594.1409,0.20459245,1662.7695,6400000.0,3849.0,400000.0,,100000.0,9e-05,0.1,1.6468875 +3537.79,3593.2046,0.22256482,1663.207,6410000.0,3854.0,400625.0,,100128.0,8.97952e-05,0.1,1.5502636 +3488.53,3592.4814,0.15646829,1663.6434,6420000.0,3859.0,401250.0,,100288.0,8.95392e-05,0.1,1.524965 +3511.56,3592.3865,0.19407108,1664.0787,6430000.0,3864.0,401875.0,,100448.0,8.92832e-05,0.1,1.5461963 +3521.84,3593.4277,0.20252582,1664.5128,6440000.0,3869.0,402500.0,,100608.0,8.90272e-05,0.1,1.6485524 +3501.93,3592.535,0.19863921,1664.9458,6450000.0,3874.0,403125.0,,100768.0,8.87712e-05,0.1,1.5688275 +3394.0,3590.1738,0.17596771,1665.8071,6460000.0,3878.0,403750.0,,100928.0,8.85152e-05,0.1,1.6841125 +3394.9,3588.5461,0.22851148,1666.2374,6470000.0,3883.0,404375.0,,101088.0,8.82592e-05,0.1,1.6802537 +3426.16,3586.03,0.16328616,1666.6666,6480000.0,3888.0,405000.0,,101248.0,8.80032e-05,0.1,1.4509647 +3554.44,3584.454,0.23229755,1667.5231,6490000.0,3892.0,405625.0,,101376.0,8.77984e-05,0.1,1.5345967 +3569.26,3583.191,0.32077342,1667.9497,6500000.0,3897.0,406250.0,,101536.0,8.75424e-05,0.1,1.5275861 +3660.84,3580.5962,0.1721832,1668.3752,6510000.0,3902.0,406875.0,,101696.0,8.72864e-05,0.1,1.4581196 +3693.88,3578.8904,0.1513254,1669.2268,6520000.0,3906.0,407500.0,,101856.0,8.70304e-05,0.1,1.5937424 +3709.71,3575.8474,0.15945971,1669.6497,6530000.0,3911.0,408125.0,,102016.0,8.67744e-05,0.1,1.5608294 +3676.99,3571.9993,0.18684578,1670.0715,6540000.0,3916.0,408750.0,,102176.0,8.65184e-05,0.1,1.6276411 +3533.24,3567.7803,0.2570966,1670.4922,6550000.0,3921.0,409375.0,,102336.0,8.62624e-05,0.1,1.4777145 +3540.2,3562.5405,0.20384906,1670.9119,6560000.0,3926.0,410000.0,,102496.0,8.60064e-05,0.1,1.6351573 +3343.79,3555.4475,0.14687656,1671.3304,6570000.0,3931.0,410625.0,,102656.0,8.57504e-05,0.1,1.4378204 +3446.91,3549.6997,0.21314411,1672.1729,6580000.0,3935.0,411250.0,,102784.0,8.55456e-05,0.1,1.4690479 +3506.16,3547.2524,0.26394308,1672.5889,6590000.0,3940.0,411875.0,,102944.0,8.52896e-05,0.1,1.485959 +3414.68,3544.1753,0.14535157,1673.0038,6600000.0,3945.0,412500.0,,103104.0,8.50336e-05,0.1,1.5177832 +3574.68,3543.7224,0.24586718,1673.8414,6610000.0,3949.0,413125.0,,103264.0,8.47776e-05,0.1,1.5271052 +3604.35,3544.243,0.29345438,1674.2539,6620000.0,3954.0,413750.0,,103424.0,8.45216e-05,0.1,1.5209441 +3779.7,3545.421,0.17997043,1674.6653,6630000.0,3959.0,414375.0,,103584.0,8.42656e-05,0.1,1.3520043 +3744.56,3546.426,0.23084903,1675.0757,6640000.0,3964.0,415000.0,,103744.0,8.40096e-05,0.1,1.5855645 +3711.9,3547.9624,0.22226365,1675.485,6650000.0,3969.0,415625.0,,103904.0,8.37536e-05,0.1,1.6007386 +3895.66,3549.9478,0.21059772,1676.3152,6660000.0,3973.0,416250.0,,104032.0,8.35488e-05,0.1,1.457896 +3974.27,3553.3604,0.24075542,1677.1436,6670000.0,3977.0,416875.0,,104192.0,8.32928e-05,0.1,1.5131781 +3889.85,3554.8323,0.2627183,1677.549,6680000.0,3982.0,417500.0,,104352.0,8.30368e-05,0.1,1.4991982 +3937.34,3558.805,0.221433,1677.9534,6690000.0,3987.0,418125.0,,104512.0,8.27808e-05,0.1,1.6113598 +3943.75,3564.5447,0.21633828,1678.7772,6700000.0,3991.0,418750.0,,104672.0,8.25248e-05,0.1,1.5402386 +4054.78,3570.804,0.13920997,1679.1792,6710000.0,3996.0,419375.0,,104832.0,8.22688e-05,0.1,1.5948937 +3886.85,3575.4753,0.16536866,1679.5801,6720000.0,4001.0,420000.0,,104992.0,8.20128e-05,0.1,1.7788765 +3934.63,3581.153,0.13181749,1680.3995,6730000.0,4005.0,420625.0,,105152.0,8.17568e-05,0.1,1.4880123 +3944.96,3588.4417,0.30634636,1680.798,6740000.0,4010.0,421250.0,,105312.0,8.15008e-05,0.1,1.5551267 +3934.28,3595.7297,0.19091462,1681.6144,6750000.0,4014.0,421875.0,,105440.0,8.1296e-05,0.1,1.439686 +4039.91,3602.8293,0.2633967,1682.0105,6760000.0,4019.0,422500.0,,105600.0,8.104e-05,0.1,1.5994377 +4062.68,3611.1428,0.14597899,1682.4055,6770000.0,4024.0,423125.0,,105760.0,8.0784e-05,0.1,1.525042 +3955.2,3616.775,0.22707658,1682.7997,6780000.0,4029.0,423750.0,,105920.0,8.0528e-05,0.1,1.5529314 +4026.95,3622.7686,0.23226833,1683.1929,6790000.0,4034.0,424375.0,,106080.0,8.0272e-05,0.1,1.4291565 +3870.96,3626.7979,0.25955632,1683.5851,6800000.0,4039.0,425000.0,,106240.0,8.0016e-05,0.1,1.4414896 +3661.02,3628.2095,0.2534248,1683.9763,6810000.0,4044.0,425625.0,,106400.0,7.976e-05,0.1,1.5627408 +3485.44,3629.6516,0.30096015,1684.3665,6820000.0,4049.0,426250.0,,106560.0,7.9504e-05,0.1,1.5149717 +3305.98,3627.2922,0.14865832,1684.7557,6830000.0,4054.0,426875.0,,106688.0,7.92992e-05,0.1,1.5887119 +3393.82,3626.05,0.28067377,1685.5594,6840000.0,4058.0,427500.0,,106848.0,7.90432e-05,0.1,1.5278195 +3379.39,3623.954,0.16302206,1685.9463,6850000.0,4063.0,428125.0,,107008.0,7.87872e-05,0.1,1.4757524 +3556.42,3622.0312,0.25408673,1686.3324,6860000.0,4068.0,428750.0,,107168.0,7.85312e-05,0.1,1.5474921 +3556.01,3620.429,0.15716884,1686.7174,6870000.0,4073.0,429375.0,,107328.0,7.82752e-05,0.1,1.4987833 +3751.75,3618.397,0.14845908,1687.1016,6880000.0,4078.0,430000.0,,107488.0,7.80192e-05,0.1,1.4868033 +3549.98,3615.393,0.24684134,1687.4847,6890000.0,4083.0,430625.0,,107648.0,7.77632e-05,0.1,1.5444233 +3452.0,3612.387,0.17984545,1687.867,6900000.0,4088.0,431250.0,,107808.0,7.75072e-05,0.1,1.5565686 +3460.07,3610.5215,0.22528651,1688.6608,6910000.0,4092.0,431875.0,,107968.0,7.72512e-05,0.1,1.5789053 +3349.44,3607.5527,0.17231259,1689.0408,6920000.0,4097.0,432500.0,,108096.0,7.70464e-05,0.1,1.6030303 +3308.85,3605.7698,0.24585159,1689.4198,6930000.0,4102.0,433125.0,,108256.0,7.67904e-05,0.1,1.6066341 +3464.0,3605.998,0.2712823,1689.7979,6940000.0,4107.0,433750.0,,108416.0,7.65344e-05,0.1,1.55793 +3664.15,3608.54,0.14280254,1690.175,6950000.0,4112.0,434375.0,,108576.0,7.62784e-05,0.1,1.4673827 +3858.03,3612.279,0.28629807,1690.5514,6960000.0,4117.0,435000.0,,108736.0,7.60224e-05,0.1,1.5389731 +3899.83,3615.2178,0.30579677,1691.337,6970000.0,4121.0,435625.0,,108896.0,7.57664e-05,0.1,1.5487256 +3863.36,3617.554,0.1690369,1691.711,6980000.0,4126.0,436250.0,,109056.0,7.55104e-05,0.1,1.5575192 +3750.5,3616.5188,0.1500185,1692.0842,6990000.0,4131.0,436875.0,,109216.0,7.52544e-05,0.1,1.5143892 +3679.6,3614.3718,0.15791015,1692.8657,7000000.0,4135.0,437500.0,,109344.0,7.50496e-05,0.1,1.518666 +3563.01,3610.5554,0.21590726,1693.2367,7010000.0,4140.0,438125.0,,109504.0,7.47936e-05,0.1,1.4628536 +3433.44,3604.4697,0.2170469,1693.1982,7020000.0,4146.0,438750.0,,109664.0,7.45376e-05,0.1,1.464679 +3423.36,3600.0312,0.2142379,1693.5679,7030000.0,4151.0,439375.0,,109824.0,7.42816e-05,0.1,1.3503964 +3467.6,3597.5796,0.17075527,1693.9365,7040000.0,4156.0,440000.0,,109984.0,7.40256e-05,0.1,1.5701439 +3754.4,3598.3318,0.18595159,1694.3042,7050000.0,4161.0,440625.0,,110144.0,7.37696e-05,0.1,1.4923537 +3661.2,3598.7603,0.16883434,1694.6711,7060000.0,4166.0,441250.0,,110304.0,7.35136e-05,0.1,1.5229487 +4027.88,3602.693,0.21454892,1695.0371,7070000.0,4171.0,441875.0,,110464.0,7.32576e-05,0.1,1.6575494 +4094.98,3607.7397,0.18301633,1695.4023,7080000.0,4176.0,442500.0,,110624.0,7.30016e-05,0.1,1.6215718 +4044.34,3611.1538,0.23978654,1695.7666,7090000.0,4181.0,443125.0,,110752.0,7.27968e-05,0.1,1.6455321 +4215.49,3615.9055,0.27665418,1696.13,7100000.0,4186.0,443750.0,,110912.0,7.25408e-05,0.1,1.4949973 +4158.75,3622.005,0.16529752,1696.4924,7110000.0,4191.0,444375.0,,111072.0,7.22848e-05,0.1,1.5682325 +4112.74,3628.7444,0.20389792,1696.8541,7120000.0,4196.0,445000.0,,111232.0,7.20288e-05,0.1,1.4714986 +4020.19,3633.452,0.27485976,1696.811,7130000.0,4202.0,445625.0,,111392.0,7.17728e-05,0.1,1.617352 +3971.3,3637.558,0.18202418,1697.1714,7140000.0,4207.0,446250.0,,111552.0,7.15168e-05,0.1,1.3958116 +4103.05,3644.1873,0.21447898,1697.5309,7150000.0,4212.0,446875.0,,111712.0,7.12608e-05,0.1,1.4589845 +3873.97,3649.107,0.16779527,1697.8895,7160000.0,4217.0,447500.0,,111872.0,7.10048e-05,0.1,1.4125633 +3913.96,3654.164,0.23430108,1698.6497,7170000.0,4221.0,448125.0,,112000.0,7.08e-05,0.1,1.577842 +3877.52,3658.6748,0.17598428,1699.0061,7180000.0,4226.0,448750.0,,112160.0,7.0544e-05,0.1,1.5649295 +3904.58,3663.4204,0.18942447,1699.3618,7190000.0,4231.0,449375.0,,112320.0,7.0288e-05,0.1,1.6217742 +3792.81,3667.1711,0.28749752,1700.118,7200000.0,4235.0,450000.0,,112480.0,7.0032e-05,0.1,1.4372458 +3825.16,3671.2803,0.1894601,1700.4717,7210000.0,4240.0,450625.0,,112640.0,6.9776e-05,0.1,1.5777913 +3792.48,3674.2542,0.18204546,1700.8245,7220000.0,4245.0,451250.0,,112800.0,6.952e-05,0.1,1.5529789 +3862.73,3677.4966,0.15671927,1701.1765,7230000.0,4250.0,451875.0,,112960.0,6.9264e-05,0.1,1.4926088 +3919.43,3680.9934,0.14040576,1701.5276,7240000.0,4255.0,452500.0,,113120.0,6.9008e-05,0.1,1.5238063 +3759.33,3682.0706,0.14250891,1702.2776,7250000.0,4259.0,453125.0,,113280.0,6.8752e-05,0.1,1.6361613 +3833.74,3682.696,0.22972727,1702.6266,7260000.0,4264.0,453750.0,,113408.0,6.85472e-05,0.1,1.5187639 +3783.43,3683.8293,0.17487316,1702.975,7270000.0,4269.0,454375.0,,113568.0,6.82912e-05,0.1,1.4549336 +3918.89,3687.848,0.16136062,1703.7211,7280000.0,4273.0,455000.0,,113728.0,6.80352e-05,0.1,1.5119102 +3790.88,3690.8882,0.15615974,1704.0673,7290000.0,4278.0,455625.0,,113888.0,6.77792e-05,0.1,1.5485969 +3963.03,3696.0925,0.22386721,1704.4128,7300000.0,4283.0,456250.0,,114048.0,6.75232e-05,0.1,1.4967844 +4034.78,3702.4375,0.10828201,1704.7574,7310000.0,4288.0,456875.0,,114208.0,6.72672e-05,0.1,1.4622333 +4027.22,3708.7185,0.15247945,1705.1013,7320000.0,4293.0,457500.0,,114368.0,6.70112e-05,0.1,1.5588541 +3961.57,3714.1838,0.22701788,1705.8413,7330000.0,4297.0,458125.0,,114528.0,6.67552e-05,0.1,1.5234405 +3996.46,3719.9016,0.15872395,1706.1832,7340000.0,4302.0,458750.0,,114656.0,6.65504e-05,0.1,1.5975039 +4063.13,3726.1895,0.19693956,1706.9205,7350000.0,4306.0,459375.0,,114816.0,6.62944e-05,0.1,1.4294636 +3915.02,3729.472,0.2147861,1707.2605,7360000.0,4311.0,460000.0,,114976.0,6.60384e-05,0.1,1.4495101 +3984.49,3735.363,0.18124579,1707.5996,7370000.0,4316.0,460625.0,,115136.0,6.57824e-05,0.1,1.3933458 +4171.01,3744.2803,0.19257231,1707.938,7380000.0,4321.0,461250.0,,115296.0,6.55264e-05,0.1,1.4563909 +4307.16,3754.3132,0.2183211,1708.2755,7390000.0,4326.0,461875.0,,115456.0,6.52704e-05,0.1,1.4438417 +4215.9,3761.2412,0.21939206,1709.007,7400000.0,4330.0,462500.0,,115616.0,6.50144e-05,0.1,1.5801854 +4018.34,3766.0466,0.16934702,1709.3425,7410000.0,4335.0,463125.0,,115776.0,6.47584e-05,0.1,1.5603337 +3886.2,3770.0234,0.15800913,1709.6774,7420000.0,4340.0,463750.0,,115936.0,6.45024e-05,0.1,1.5364956 +3874.47,3773.6526,0.18396766,1710.4052,7430000.0,4344.0,464375.0,,116064.0,6.42976e-05,0.1,1.4883721 +3709.77,3775.5315,0.15416229,1710.7382,7440000.0,4349.0,465000.0,,116224.0,6.40416e-05,0.1,1.4787476 +3589.63,3776.4087,0.19234242,1711.0703,7450000.0,4354.0,465625.0,,116384.0,6.37856e-05,0.1,1.5175686 +3770.1,3780.1697,0.21824363,1711.4017,7460000.0,4359.0,466250.0,,116544.0,6.35296e-05,0.1,1.6732428 +3778.85,3784.009,0.18110198,1712.1246,7470000.0,4363.0,466875.0,,116704.0,6.32736e-05,0.1,1.5537747 +3793.58,3787.6833,0.16873382,1712.4542,7480000.0,4368.0,467500.0,,116864.0,6.30176e-05,0.1,1.5100508 +3753.98,3789.6787,0.20995332,1712.783,7490000.0,4373.0,468125.0,,117024.0,6.27616e-05,0.1,1.4231157 +3644.53,3790.4312,0.24682719,1713.5024,7500000.0,4377.0,468750.0,,117184.0,6.25056e-05,0.1,1.4992137 +3594.42,3789.7676,0.15536493,1713.8293,7510000.0,4382.0,469375.0,,117312.0,6.23008e-05,0.1,1.5144897 +3526.48,3788.093,0.2233525,1714.1555,7520000.0,4387.0,470000.0,,117472.0,6.20448e-05,0.1,1.4979732 +3449.14,3785.4875,0.23705412,1714.8713,7530000.0,4391.0,470625.0,,117632.0,6.17888e-05,0.1,1.5919412 +3640.56,3785.1228,0.18571398,1715.1957,7540000.0,4396.0,471250.0,,117792.0,6.15328e-05,0.1,1.5466282 +3675.34,3786.5444,0.17199446,1715.5192,7550000.0,4401.0,471875.0,,117952.0,6.12768e-05,0.1,1.5309592 +3672.24,3787.8647,0.15967654,1715.4526,7560000.0,4407.0,472500.0,,118112.0,6.10208e-05,0.1,1.6026851 +3685.8,3791.2854,0.19892602,1715.7751,7570000.0,4412.0,473125.0,,118272.0,6.07648e-05,0.1,1.5423324 +3784.21,3794.6582,0.34720182,1716.0969,7580000.0,4417.0,473750.0,,118432.0,6.05088e-05,0.1,1.5244465 +3724.39,3796.8403,0.19134827,1716.418,7590000.0,4422.0,474375.0,,118592.0,6.02528e-05,0.1,1.5564394 +3633.54,3799.0288,0.1744058,1716.7382,7600000.0,4427.0,475000.0,,118720.0,6.0048e-05,0.1,1.5420809 +3645.13,3799.7332,0.19298449,1717.0577,7610000.0,4432.0,475625.0,,118880.0,5.9792e-05,0.1,1.571172 +3643.8,3800.1274,0.17336015,1717.3766,7620000.0,4437.0,476250.0,,119040.0,5.9536e-05,0.1,1.412588 +3656.75,3798.8982,0.17971767,1717.6947,7630000.0,4442.0,476875.0,,119200.0,5.928e-05,0.1,1.5836449 +3542.79,3796.8804,0.32178342,1718.0121,7640000.0,4447.0,477500.0,,119360.0,5.9024e-05,0.1,1.5257571 +3540.05,3795.162,0.11638133,1718.3289,7650000.0,4452.0,478125.0,,119520.0,5.8768e-05,0.1,1.530894 +3470.85,3790.9138,0.16499518,1719.0305,7660000.0,4456.0,478750.0,,119680.0,5.8512e-05,0.1,1.558814 +3558.33,3786.7546,0.20800291,1719.3455,7670000.0,4461.0,479375.0,,119840.0,5.8256e-05,0.1,1.5534539 +3645.78,3784.314,0.1569541,1719.6597,7680000.0,4466.0,480000.0,,120000.0,5.8e-05,0.1,1.4508226 +3745.24,3782.3936,0.27148643,1720.3579,7690000.0,4470.0,480625.0,,120128.0,5.77952e-05,0.1,1.5910233 +3771.48,3780.6704,0.22948706,1720.6704,7700000.0,4475.0,481250.0,,120288.0,5.75392e-05,0.1,1.5648725 +3834.69,3778.4695,0.19627957,1720.9822,7710000.0,4480.0,481875.0,,120448.0,5.72832e-05,0.1,1.5047204 +3970.46,3779.3057,0.2561166,1721.2932,7720000.0,4485.0,482500.0,,120608.0,5.70272e-05,0.1,1.4723608 +4161.33,3781.5728,0.19526608,1721.6035,7730000.0,4490.0,483125.0,,120768.0,5.67712e-05,0.1,1.4822502 +4191.96,3784.0427,0.30003396,1721.9132,7740000.0,4495.0,483750.0,,120928.0,5.65152e-05,0.1,1.4129626 +4103.89,3785.7388,0.19935305,1722.2222,7750000.0,4500.0,484375.0,,121088.0,5.62592e-05,0.1,1.4585183 +4022.36,3785.5635,0.16754793,1722.1482,7760000.0,4506.0,485000.0,,121248.0,5.60032e-05,0.1,1.5231669 +3916.01,3784.0967,0.22493403,1722.8381,7770000.0,4510.0,485625.0,,121376.0,5.57984e-05,0.1,1.4600878 +3781.8,3782.3625,0.19817123,1723.5269,7780000.0,4514.0,486250.0,,121536.0,5.55424e-05,0.1,1.5224363 +3623.1,3778.324,0.17204374,1723.8328,7790000.0,4519.0,486875.0,,121696.0,5.52864e-05,0.1,1.3543475 +3648.43,3776.0986,0.13468224,1724.138,7800000.0,4524.0,487500.0,,121856.0,5.50304e-05,0.1,1.5224979 +3644.07,3775.9294,0.20505038,1724.4425,7810000.0,4529.0,488125.0,,122016.0,5.47744e-05,0.1,1.5372522 +3838.29,3779.4575,0.17101525,1724.7463,7820000.0,4534.0,488750.0,,122176.0,5.45184e-05,0.1,1.4493227 +3905.89,3785.4565,0.18068434,1725.4297,7830000.0,4538.0,489375.0,,122336.0,5.42624e-05,0.1,1.3248444 +3947.43,3790.993,0.35786253,1725.7319,7840000.0,4543.0,490000.0,,122496.0,5.40064e-05,0.1,1.4318291 +3985.53,3797.054,0.21772943,1726.0334,7850000.0,4548.0,490625.0,,122656.0,5.37504e-05,0.1,1.4336154 +3891.92,3800.4087,0.14648163,1726.7135,7860000.0,4552.0,491250.0,,122784.0,5.35456e-05,0.1,1.4208502 +4018.72,3805.0361,0.17483237,1727.0134,7870000.0,4557.0,491875.0,,122944.0,5.32896e-05,0.1,1.4191153 +3713.21,3804.6506,0.23858379,1726.9341,7880000.0,4563.0,492500.0,,123104.0,5.30336e-05,0.1,1.4861833 +3680.7,3805.9578,0.26528108,1727.2329,7890000.0,4568.0,493125.0,,123264.0,5.27776e-05,0.1,1.4750874 +3693.08,3808.3687,0.15192185,1727.909,7900000.0,4572.0,493750.0,,123424.0,5.25216e-05,0.1,1.4904375 +3823.15,3811.9998,0.18600723,1728.2063,7910000.0,4577.0,494375.0,,123584.0,5.22656e-05,0.1,1.495564 +3845.32,3816.9585,0.2936496,1728.5028,7920000.0,4582.0,495000.0,,123744.0,5.20096e-05,0.1,1.5821304 +3884.04,3822.7102,0.23199369,1728.422,7930000.0,4588.0,495625.0,,123904.0,5.17536e-05,0.1,1.547399 +3907.84,3827.1484,0.23948866,1729.0941,7940000.0,4592.0,496250.0,,124032.0,5.15488e-05,0.1,1.4859133 +3874.67,3829.2537,0.15129045,1729.0126,7950000.0,4598.0,496875.0,,124192.0,5.12928e-05,0.1,1.5351772 +3776.59,3828.4395,0.23236263,1729.307,7960000.0,4603.0,497500.0,,124352.0,5.10368e-05,0.1,1.5842881 +3860.54,3828.0466,0.16987933,1729.6007,7970000.0,4608.0,498125.0,,124512.0,5.07808e-05,0.1,1.3966527 +3833.93,3827.7522,0.16266562,1730.2689,7980000.0,4612.0,498750.0,,124672.0,5.05248e-05,0.1,1.5146592 +3649.74,3826.745,0.19838104,1730.5609,7990000.0,4617.0,499375.0,,124832.0,5.02688e-05,0.1,1.5706816 +3654.01,3826.4888,0.1659659,1730.8524,8000000.0,4622.0,500000.0,,124992.0,5.00128e-05,0.1,1.6054024 +3715.85,3828.017,0.15279424,1731.1433,8010000.0,4627.0,500625.0,,125152.0,4.97568e-05,0.1,1.5018368 +3730.02,3830.9832,0.19093396,1731.4335,8020000.0,4632.0,501250.0,,125312.0,4.95008e-05,0.1,1.483428 +3629.53,3833.0447,0.18914942,1732.0967,8030000.0,4636.0,501875.0,,125440.0,4.9296e-05,0.1,1.5319574 +3655.58,3834.9248,0.22372872,1732.0121,8040000.0,4642.0,502500.0,,125600.0,4.904e-05,0.1,1.4712703 +3706.39,3834.4446,0.20021674,1732.3004,8050000.0,4647.0,503125.0,,125760.0,4.8784e-05,0.1,1.5619853 +3988.17,3837.714,0.20142941,1732.5881,8060000.0,4652.0,503750.0,,125920.0,4.8528e-05,0.1,1.448899 +4010.07,3837.5356,0.1706204,1732.8752,8070000.0,4657.0,504375.0,,126080.0,4.8272e-05,0.1,1.5123974 +3998.14,3836.5671,0.19299561,1733.1617,8080000.0,4662.0,505000.0,,126240.0,4.8016e-05,0.1,1.6425725 +4062.5,3836.7488,0.24604574,1733.4476,8090000.0,4667.0,505625.0,,126400.0,4.776e-05,0.1,1.5719931 +3951.66,3834.1108,0.22277382,1733.7329,8100000.0,4672.0,506250.0,,126560.0,4.7504e-05,0.1,1.4453318 +3916.6,3831.689,0.19278532,1734.0176,8110000.0,4677.0,506875.0,,126688.0,4.72992e-05,0.1,1.5545617 +3806.33,3828.6252,0.17570247,1734.6721,8120000.0,4681.0,507500.0,,126848.0,4.70432e-05,0.1,1.4606793 +3793.12,3826.3547,0.23133682,1734.9552,8130000.0,4686.0,508125.0,,127008.0,4.67872e-05,0.1,1.546111 +3651.68,3823.1587,0.20992914,1735.2377,8140000.0,4691.0,508750.0,,127168.0,4.65312e-05,0.1,1.5188382 +3948.2,3821.61,0.25891677,1735.5195,8150000.0,4696.0,509375.0,,127328.0,4.62752e-05,0.1,1.5161016 +3968.55,3822.5557,0.1915442,1735.8009,8160000.0,4701.0,510000.0,,127488.0,4.60192e-05,0.1,1.5591276 +4138.22,3824.7983,0.20351422,1736.0815,8170000.0,4706.0,510625.0,,127648.0,4.57632e-05,0.1,1.5714608 +4020.32,3826.2263,0.18299864,1736.3617,8180000.0,4711.0,511250.0,,127808.0,4.55072e-05,0.1,1.5352869 +4068.59,3827.8665,0.26732624,1736.6412,8190000.0,4716.0,511875.0,,127968.0,4.52512e-05,0.1,1.5709908 +4153.72,3831.4753,0.16380787,1736.9202,8200000.0,4721.0,512500.0,,128096.0,4.50464e-05,0.1,1.5195328 +3971.01,3832.9338,0.26732805,1737.1985,8210000.0,4726.0,513125.0,,128256.0,4.47904e-05,0.1,1.4961478 +3896.29,3833.972,0.17658828,1737.4762,8220000.0,4731.0,513750.0,,128416.0,4.45344e-05,0.1,1.4842095 +3915.46,3834.4993,0.20532402,1737.7534,8230000.0,4736.0,514375.0,,128576.0,4.42784e-05,0.1,1.3779982 +3869.03,3833.9954,0.27867198,1738.0299,8240000.0,4741.0,515000.0,,128736.0,4.40224e-05,0.1,1.3795178 +3930.95,3835.7117,0.18479392,1738.3059,8250000.0,4746.0,515625.0,,128896.0,4.37664e-05,0.1,1.4720986 +4011.97,3837.4937,0.2186359,1738.5813,8260000.0,4751.0,516250.0,,129056.0,4.35104e-05,0.1,1.5039887 +4125.76,3840.9172,0.22648194,1739.2219,8270000.0,4755.0,516875.0,,129216.0,4.32544e-05,0.1,1.5030046 +4311.98,3844.848,0.27690783,1739.4958,8280000.0,4760.0,517500.0,,129344.0,4.30496e-05,0.1,1.5296134 +4296.26,3849.9016,0.2103785,1739.7692,8290000.0,4765.0,518125.0,,129504.0,4.27936e-05,0.1,1.5137858 +4412.71,3854.3984,0.18321699,1740.0419,8300000.0,4770.0,518750.0,,129664.0,4.25376e-05,0.1,1.3990688 +4462.73,3858.6782,0.29098952,1740.6787,8310000.0,4774.0,519375.0,,129824.0,4.22816e-05,0.1,1.3809922 +4413.91,3862.545,0.22489542,1740.95,8320000.0,4779.0,520000.0,,129984.0,4.20256e-05,0.1,1.429832 +4350.66,3866.436,0.12696037,1741.2207,8330000.0,4784.0,520625.0,,130144.0,4.17696e-05,0.1,1.4844791 +4376.74,3870.2388,0.18845047,1741.491,8340000.0,4789.0,521250.0,,130304.0,4.15136e-05,0.1,1.410196 +4354.39,3873.1514,0.20187446,1741.7605,8350000.0,4794.0,521875.0,,130464.0,4.12576e-05,0.1,1.4549553 +4462.38,3878.625,0.13456827,1742.0295,8360000.0,4799.0,522500.0,,130624.0,4.10016e-05,0.1,1.308696 +4408.78,3882.868,0.14943238,1742.2981,8370000.0,4804.0,523125.0,,130752.0,4.07968e-05,0.1,1.3636619 +4358.28,3884.7407,0.20920727,1742.566,8380000.0,4809.0,523750.0,,130912.0,4.05408e-05,0.1,1.4335725 +4248.78,3884.157,0.23148954,1742.8334,8390000.0,4814.0,524375.0,,131072.0,4.02848e-05,0.1,1.3509599 +4306.4,3885.0618,0.23153105,1743.1002,8400000.0,4819.0,525000.0,,131232.0,4.00288e-05,0.1,1.37331 +4094.63,3885.8247,0.22455382,1743.3665,8410000.0,4824.0,525625.0,,131392.0,3.97728e-05,0.1,1.4646194 +3869.38,3885.6565,0.22602656,1743.6322,8420000.0,4829.0,526250.0,,131552.0,3.95168e-05,0.1,1.4533553 +3941.64,3886.328,0.24366572,1743.8973,8430000.0,4834.0,526875.0,,131712.0,3.92608e-05,0.1,1.4402308 +3888.78,3888.1182,0.17627577,1744.5226,8440000.0,4838.0,527500.0,,131872.0,3.90048e-05,0.1,1.3988059 +3873.43,3890.9563,0.21063243,1744.7863,8450000.0,4843.0,528125.0,,132000.0,3.88e-05,0.1,1.3202921 +3863.25,3891.8877,0.23819356,1745.0496,8460000.0,4848.0,528750.0,,132160.0,3.8544e-05,0.1,1.4149833 +3762.74,3891.7266,0.23737915,1745.3121,8470000.0,4853.0,529375.0,,132320.0,3.8288e-05,0.1,1.3612347 +3764.32,3891.4343,0.29675683,1745.5743,8480000.0,4858.0,530000.0,,132480.0,3.8032e-05,0.1,1.2443526 +3843.94,3892.3337,0.1576208,1745.8359,8490000.0,4863.0,530625.0,,132640.0,3.7776e-05,0.1,1.5148182 +3676.21,3892.6506,0.18174928,1746.0969,8500000.0,4868.0,531250.0,,132800.0,3.752e-05,0.1,1.271949 +3824.29,3894.9487,0.17807984,1746.3574,8510000.0,4873.0,531875.0,,132960.0,3.7264e-05,0.1,1.3955133 +3793.88,3897.623,0.27458215,1746.6174,8520000.0,4878.0,532500.0,,133120.0,3.7008e-05,0.1,1.363891 +3834.23,3901.474,0.19073376,1746.877,8530000.0,4883.0,533125.0,,133280.0,3.6752e-05,0.1,1.5505506 +3744.11,3902.5093,0.17555095,1747.4934,8540000.0,4887.0,533750.0,,133408.0,3.65472e-05,0.1,1.3498148 +3778.9,3903.545,0.19027159,1747.7515,8550000.0,4892.0,534375.0,,133568.0,3.62912e-05,0.1,1.3131218 +3988.45,3906.7073,0.2324499,1748.009,8560000.0,4897.0,535000.0,,133728.0,3.60352e-05,0.1,1.4401579 +3903.05,3908.88,0.19981019,1748.266,8570000.0,4902.0,535625.0,,133888.0,3.57792e-05,0.1,1.3358684 +3819.34,3909.2312,0.2727305,1748.5225,8580000.0,4907.0,536250.0,,134048.0,3.55232e-05,0.1,1.390514 +3871.36,3910.701,0.2423655,1748.4226,8590000.0,4913.0,536875.0,,134208.0,3.52672e-05,0.1,1.4024043 +3947.99,3913.8457,0.21812198,1749.0339,8600000.0,4917.0,537500.0,,134368.0,3.50112e-05,0.1,1.4313368 +4160.39,3918.998,0.21416043,1749.289,8610000.0,4922.0,538125.0,,134528.0,3.47552e-05,0.1,1.2970829 +4035.09,3922.911,0.18235196,1749.5433,8620000.0,4927.0,538750.0,,134656.0,3.45504e-05,0.1,1.3923618 +4065.15,3926.995,0.19066583,1749.4425,8630000.0,4933.0,539375.0,,134816.0,3.42944e-05,0.1,1.4060545 +4104.71,3932.614,0.13978606,1749.6963,8640000.0,4938.0,540000.0,,134976.0,3.40384e-05,0.1,1.351732 +4297.49,3940.1887,0.30956233,1749.9495,8650000.0,4943.0,540625.0,,135136.0,3.37824e-05,0.1,1.3935328 +4356.66,3949.0466,0.31298754,1750.2021,8660000.0,4948.0,541250.0,,135296.0,3.35264e-05,0.1,1.2106856 +4216.6,3955.6292,0.22272636,1750.101,8670000.0,4954.0,541875.0,,135456.0,3.32704e-05,0.1,1.2849522 +4109.74,3960.2688,0.15464805,1750.3529,8680000.0,4959.0,542500.0,,135616.0,3.30144e-05,0.1,1.328402 +4108.96,3963.906,0.24852675,1750.6044,8690000.0,4964.0,543125.0,,135776.0,3.27584e-05,0.1,1.2950814 +4223.55,3968.4268,0.21039434,1750.503,8700000.0,4970.0,543750.0,,135936.0,3.25024e-05,0.1,1.2853968 +4149.75,3971.5774,0.26222098,1751.1057,8710000.0,4974.0,544375.0,,136064.0,3.22976e-05,0.1,1.3424566 +4012.97,3972.0024,0.19218427,1751.3557,8720000.0,4979.0,545000.0,,136224.0,3.20416e-05,0.1,1.1936078 +3927.58,3969.665,0.14865868,1751.6051,8730000.0,4984.0,545625.0,,136384.0,3.17856e-05,0.1,1.4335065 +3854.61,3966.292,0.2078823,1751.8541,8740000.0,4989.0,546250.0,,136544.0,3.15296e-05,0.1,1.3407054 +3955.91,3964.8115,0.25116497,1752.1025,8750000.0,4994.0,546875.0,,136704.0,3.12736e-05,0.1,1.2618771 +3814.59,3962.7341,0.11660162,1752.3505,8760000.0,4999.0,547500.0,,136864.0,3.10176e-05,0.1,1.4191236 +3721.56,3960.7893,0.1540902,1752.9482,8770000.0,5003.0,548125.0,,137024.0,3.07616e-05,0.1,1.3935093 +3772.45,3960.6956,0.17401081,1753.195,8780000.0,5008.0,548750.0,,137184.0,3.05056e-05,0.1,1.4026878 +3985.01,3964.3147,0.16979092,1753.7909,8790000.0,5012.0,549375.0,,137312.0,3.03008e-05,0.1,1.4535532 +4204.49,3969.8757,0.19778803,1753.6868,8800000.0,5018.0,550000.0,,137472.0,3.00448e-05,0.1,1.3797069 +4240.54,3975.84,0.23286958,1754.2811,8810000.0,5022.0,550625.0,,137632.0,2.97888e-05,0.1,1.4088427 +4373.52,3981.1924,0.17448823,1754.5255,8820000.0,5027.0,551250.0,,137792.0,2.95328e-05,0.1,1.531347 +4437.97,3986.5134,0.48546648,1754.7695,8830000.0,5032.0,551875.0,,137952.0,2.92768e-05,0.1,1.4170244 +4367.0,3990.709,0.21416251,1755.013,8840000.0,5037.0,552500.0,,138112.0,2.90208e-05,0.1,1.3910923 +4342.44,3994.278,0.27755362,1755.2559,8850000.0,5042.0,553125.0,,138272.0,2.87648e-05,0.1,1.3953023 +4332.87,3998.6875,0.23479117,1755.8462,8860000.0,5046.0,553750.0,,138432.0,2.85088e-05,0.1,1.4253432 +4307.09,4001.5713,0.21302049,1756.0879,8870000.0,5051.0,554375.0,,138592.0,2.82528e-05,0.1,1.2942629 +4165.21,4006.0916,0.2593428,1756.3291,8880000.0,5056.0,555000.0,,138720.0,2.8048e-05,0.1,1.385932 +4238.08,4011.6653,0.21772087,1756.5698,8890000.0,5061.0,555625.0,,138880.0,2.7792e-05,0.1,1.3649677 +4193.81,4016.6729,0.2604338,1756.81,8900000.0,5066.0,556250.0,,139040.0,2.7536e-05,0.1,1.3352102 +4287.31,4021.3145,0.14622328,1757.3965,8910000.0,5070.0,556875.0,,139200.0,2.728e-05,0.1,1.3789172 +4338.17,4026.2424,0.27085587,1757.6355,8920000.0,5075.0,557500.0,,139360.0,2.7024e-05,0.1,1.3552668 +4169.55,4029.098,0.21015759,1757.874,8930000.0,5080.0,558125.0,,139520.0,2.6768e-05,0.1,1.4134624 +4199.62,4032.0154,0.20977946,1758.4579,8940000.0,5084.0,558750.0,,139680.0,2.6512e-05,0.1,1.3620226 +4075.81,4034.0269,0.23146299,1758.6952,8950000.0,5089.0,559375.0,,139840.0,2.6256e-05,0.1,1.2762547 +4238.12,4038.6426,0.18592134,1758.9321,8960000.0,5094.0,560000.0,,140000.0,2.6e-05,0.1,1.2959473 +4021.64,4040.2532,0.3070855,1759.5135,8970000.0,5098.0,560625.0,,140128.0,2.57952e-05,0.1,1.3011298 +3888.77,4040.8015,0.16913521,1759.7491,8980000.0,5103.0,561250.0,,140288.0,2.55392e-05,0.1,1.4208764 +3894.61,4043.2502,0.25050223,1759.9844,8990000.0,5108.0,561875.0,,140448.0,2.52832e-05,0.1,1.3241638 +3931.37,4046.0242,0.20629264,1760.219,9000000.0,5113.0,562500.0,,140608.0,2.50272e-05,0.1,1.460572 +4098.7,4049.8528,0.25493684,1760.1094,9010000.0,5119.0,563125.0,,140768.0,2.47712e-05,0.1,1.4614847 +3943.55,4051.9878,0.25236973,1760.3435,9020000.0,5124.0,563750.0,,140928.0,2.45152e-05,0.1,1.3520045 +4029.52,4055.9878,0.20938535,1760.5771,9030000.0,5129.0,564375.0,,141088.0,2.42592e-05,0.1,1.3218815 +4212.79,4061.5596,0.3057739,1760.8103,9040000.0,5134.0,565000.0,,141248.0,2.40032e-05,0.1,1.4475102 +4309.84,4067.5945,0.17300393,1761.043,9050000.0,5139.0,565625.0,,141376.0,2.37984e-05,0.1,1.310456 +4232.99,4070.0422,0.1895059,1761.2753,9060000.0,5144.0,566250.0,,141536.0,2.35424e-05,0.1,1.3647821 +4180.82,4071.75,0.27312547,1761.5071,9070000.0,5149.0,566875.0,,141696.0,2.32864e-05,0.1,1.2734128 +4125.77,4073.0264,0.16412127,1762.0803,9080000.0,5153.0,567500.0,,141856.0,2.30304e-05,0.1,1.3420527 +4152.46,4073.9263,0.18816182,1762.3109,9090000.0,5158.0,568125.0,,142016.0,2.27744e-05,0.1,1.2851616 +4241.46,4076.824,0.24027611,1762.5411,9100000.0,5163.0,568750.0,,142176.0,2.25184e-05,0.1,1.2951794 +4189.33,4079.5518,0.25735387,1763.112,9110000.0,5167.0,569375.0,,142336.0,2.22624e-05,0.1,1.3499844 +4244.12,4083.9294,0.20910682,1763.3411,9120000.0,5172.0,570000.0,,142496.0,2.20064e-05,0.1,1.2850195 +4452.83,4090.5266,0.1935934,1763.5696,9130000.0,5177.0,570625.0,,142656.0,2.17504e-05,0.1,1.3039627 +4648.67,4100.496,0.3679832,1763.7977,9140000.0,5182.0,571250.0,,142784.0,2.15456e-05,0.1,1.2633969 +4673.0,4107.744,0.23634768,1763.6854,9150000.0,5188.0,571875.0,,142944.0,2.12896e-05,0.1,1.2906628 +4454.34,4112.602,0.22285402,1763.913,9160000.0,5193.0,572500.0,,143104.0,2.10336e-05,0.1,1.2686689 +4387.33,4115.0933,0.27478006,1764.14,9170000.0,5198.0,573125.0,,143264.0,2.07776e-05,0.1,1.3675742 +4338.69,4118.277,0.16197339,1764.0277,9180000.0,5204.0,573750.0,,143424.0,2.05216e-05,0.1,1.2613282 +4409.99,4121.6914,0.26973125,1764.2542,9190000.0,5209.0,574375.0,,143584.0,2.02656e-05,0.1,1.1837796 +4321.84,4123.372,0.37126952,1764.4802,9200000.0,5214.0,575000.0,,143744.0,2.00096e-05,0.1,1.2465758 +4144.97,4125.1113,0.25324848,1765.0441,9210000.0,5218.0,575625.0,,143904.0,1.97536e-05,0.1,1.1974001 +4171.75,4127.866,0.17952389,1765.269,9220000.0,5223.0,576250.0,,144032.0,1.95488e-05,0.1,1.2720599 +4169.56,4130.4077,0.1967703,1765.4935,9230000.0,5228.0,576875.0,,144192.0,1.92928e-05,0.1,1.2227706 +4069.47,4132.412,0.23314416,1765.7175,9240000.0,5233.0,577500.0,,144352.0,1.90368e-05,0.1,1.217115 +3991.41,4133.016,0.24621671,1765.9412,9250000.0,5238.0,578125.0,,144512.0,1.87808e-05,0.1,1.3814663 +3898.02,4131.877,0.22259647,1766.1644,9260000.0,5243.0,578750.0,,144672.0,1.85248e-05,0.1,1.2802229 +3813.39,4128.753,0.23180473,1766.7239,9270000.0,5247.0,579375.0,,144832.0,1.82688e-05,0.1,1.2333696 +3868.62,4124.3193,0.19848195,1766.9459,9280000.0,5252.0,580000.0,,144992.0,1.80128e-05,0.1,1.2778156 +3876.12,4120.1177,0.15540294,1767.1676,9290000.0,5257.0,580625.0,,145152.0,1.77568e-05,0.1,1.4195607 +3931.12,4115.3022,0.18822952,1767.3888,9300000.0,5262.0,581250.0,,145312.0,1.75008e-05,0.1,1.2249136 +3843.19,4109.107,0.21212785,1767.9453,9310000.0,5266.0,581875.0,,145440.0,1.7296e-05,0.1,1.3027236 +3848.61,4103.4536,0.14943606,1768.1654,9320000.0,5271.0,582500.0,,145600.0,1.704e-05,0.1,1.2959981 +3853.76,4098.485,0.21970727,1768.3851,9330000.0,5276.0,583125.0,,145760.0,1.6784e-05,0.1,1.1842036 +3936.31,4094.0803,0.22045559,1768.9395,9340000.0,5280.0,583750.0,,145920.0,1.6528e-05,0.1,1.282769 +4165.96,4092.1963,0.2956878,1769.158,9350000.0,5285.0,584375.0,,146080.0,1.6272e-05,0.1,1.2992959 +4071.95,4088.2915,0.23519276,1769.3762,9360000.0,5290.0,585000.0,,146240.0,1.6016e-05,0.1,1.2344183 +4253.61,4086.7402,0.1949178,1769.594,9370000.0,5295.0,585625.0,,146400.0,1.576e-05,0.1,1.1981311 +4245.42,4085.6113,0.1744329,1769.8113,9380000.0,5300.0,586250.0,,146560.0,1.5504e-05,0.1,1.1534233 +4403.03,4087.1538,0.2681227,1770.3619,9390000.0,5304.0,586875.0,,146688.0,1.52992e-05,0.1,1.1447558 +4437.6,4088.4658,0.20405693,1770.5782,9400000.0,5309.0,587500.0,,146848.0,1.50432e-05,0.1,1.2388519 +4444.08,4091.9602,0.33637863,1770.7942,9410000.0,5314.0,588125.0,,147008.0,1.47872e-05,0.1,1.2509905 +4219.14,4095.4578,0.30341625,1771.0096,9420000.0,5319.0,588750.0,,147168.0,1.45312e-05,0.1,1.2660097 +4195.53,4097.9966,0.13511348,1771.5574,9430000.0,5323.0,589375.0,,147328.0,1.42752e-05,0.1,1.2961774 +4029.38,4099.4033,0.2089259,1771.7717,9440000.0,5328.0,590000.0,,147488.0,1.40192e-05,0.1,1.306832 +3834.27,4099.011,0.21820302,1771.9857,9450000.0,5333.0,590625.0,,147648.0,1.37632e-05,0.1,1.137576 +3847.01,4098.8486,0.19744527,1772.1993,9460000.0,5338.0,591250.0,,147808.0,1.35072e-05,0.1,1.2086077 +3957.88,4100.8003,0.33384874,1772.0808,9470000.0,5344.0,591875.0,,147968.0,1.32512e-05,0.1,1.3054861 +4084.1,4103.998,0.3843662,1772.6252,9480000.0,5348.0,592500.0,,148096.0,1.30464e-05,0.1,1.3485698 +4000.21,4105.5605,0.16206747,1772.8376,9490000.0,5353.0,593125.0,,148256.0,1.27904e-05,0.1,1.3232636 +4233.8,4111.1367,0.25806427,1773.3806,9500000.0,5357.0,593750.0,,148416.0,1.25344e-05,0.1,1.2330508 +4372.33,4116.6177,0.2644289,1773.5919,9510000.0,5362.0,594375.0,,148576.0,1.22784e-05,0.1,1.259048 +4341.33,4122.0923,0.1709571,1773.8029,9520000.0,5367.0,595000.0,,148736.0,1.20224e-05,0.1,1.2518883 +4217.48,4125.925,0.23820163,1774.0134,9530000.0,5372.0,595625.0,,148896.0,1.17664e-05,0.1,1.2933826 +4028.64,4128.7695,0.2922209,1774.2235,9540000.0,5377.0,596250.0,,149056.0,1.15104e-05,0.1,1.3704393 +4052.26,4131.503,0.3165274,1774.4333,9550000.0,5382.0,596875.0,,149216.0,1.12544e-05,0.1,1.3684058 +3923.1,4130.8496,0.20390081,1774.6427,9560000.0,5387.0,597500.0,,149344.0,1.10496e-05,0.1,1.3122333 +3931.92,4131.1377,0.19557494,1774.8517,9570000.0,5392.0,598125.0,,149504.0,1.07936e-05,0.1,1.2637982 +3944.96,4132.394,0.20987426,1775.0602,9580000.0,5397.0,598750.0,,149664.0,1.05376e-05,0.1,1.2850478 +4091.28,4134.5933,0.17024843,1774.9398,9590000.0,5403.0,599375.0,,149824.0,1.02816e-05,0.1,1.2204392 +4131.54,4136.429,0.20582756,1775.148,9600000.0,5408.0,600000.0,,149984.0,1.00256e-05,0.1,1.3585126 +4073.45,4135.5596,0.18303776,1775.3556,9610000.0,5413.0,600625.0,,150144.0,9.7696e-06,0.1,1.3048749 +4009.79,4135.3066,0.2672516,1775.563,9620000.0,5418.0,601250.0,,150304.0,9.5136e-06,0.1,1.1497741 +4247.17,4137.1265,0.1868524,1775.7699,9630000.0,5423.0,601875.0,,150464.0,9.2576e-06,0.1,1.2542937 +4286.89,4138.948,0.16772047,1776.3037,9640000.0,5427.0,602500.0,,150624.0,9.0016e-06,0.1,1.3065772 +4291.89,4138.8926,0.3463589,1776.8367,9650000.0,5431.0,603125.0,,150752.0,8.7968e-06,0.1,1.1657672 +4214.96,4137.4756,0.22699149,1777.042,9660000.0,5436.0,603750.0,,150912.0,8.5408e-06,0.1,1.2271397 +4121.91,4136.529,0.28592893,1777.5735,9670000.0,5440.0,604375.0,,151072.0,8.2848e-06,0.1,1.2386363 +4259.46,4138.026,0.19586945,1777.7778,9680000.0,5445.0,605000.0,,151232.0,8.0288e-06,0.1,1.2458853 +4353.45,4140.4707,0.27966464,1778.308,9690000.0,5449.0,605625.0,,151392.0,7.7728e-06,0.1,1.2225206 +4265.48,4140.89,0.28690577,1778.5112,9700000.0,5454.0,606250.0,,151552.0,7.5168e-06,0.1,1.210694 +4312.13,4142.5137,0.1941024,1779.0399,9710000.0,5458.0,606875.0,,151712.0,7.2608e-06,0.1,1.216312 +4318.25,4145.5664,0.23831923,1779.5679,9720000.0,5462.0,607500.0,,151872.0,7.0048e-06,0.1,1.3082839 +4558.3,4151.874,0.23325305,1780.0951,9730000.0,5466.0,608125.0,,152000.0,6.8e-06,0.1,1.1221403 +4779.28,4161.121,0.23250148,1780.6216,9740000.0,5470.0,608750.0,,152160.0,6.544e-06,0.1,1.2106789 +4668.77,4168.2495,0.19385159,1781.1472,9750000.0,5474.0,609375.0,,152320.0,6.288e-06,0.1,1.2621253 +4619.68,4176.301,0.21521947,1781.6721,9760000.0,5478.0,610000.0,,152480.0,6.032e-06,0.1,1.3147168 +4463.68,4183.7217,0.2555714,1782.1963,9770000.0,5482.0,610625.0,,152640.0,5.776e-06,0.1,1.3036002 +4471.93,4190.717,0.20981286,1782.7196,9780000.0,5486.0,611250.0,,152800.0,5.52e-06,0.1,1.2077957 +4341.7,4194.283,0.30242577,1783.2423,9790000.0,5490.0,611875.0,,152960.0,5.264e-06,0.1,1.3211277 +4379.23,4196.031,0.20301834,1783.7642,9800000.0,5494.0,612500.0,,153120.0,5.008e-06,0.1,1.1905866 +4255.55,4196.1807,0.22765748,1784.2852,9810000.0,5498.0,613125.0,,153280.0,4.752e-06,0.1,1.1435608 +4184.79,4194.293,0.193468,1784.8055,9820000.0,5502.0,613750.0,,153408.0,4.5472e-06,0.1,1.1779251 +4281.81,4192.732,0.21244594,1785.3251,9830000.0,5506.0,614375.0,,153568.0,4.2912e-06,0.1,1.330147 +4203.9,4191.101,0.23502783,1785.8439,9840000.0,5510.0,615000.0,,153728.0,4.0352e-06,0.1,1.144227 +4238.01,4190.056,0.29283565,1786.0381,9850000.0,5515.0,615625.0,,153888.0,3.7792e-06,0.1,1.196543 +4171.91,4188.447,0.31742358,1786.5555,9860000.0,5519.0,616250.0,,154048.0,3.5232e-06,0.1,1.2523946 +4338.16,4188.7573,0.2891765,1787.0723,9870000.0,5523.0,616875.0,,154208.0,3.2672e-06,0.1,1.1582966 +4466.46,4191.77,0.25929222,1787.5883,9880000.0,5527.0,617500.0,,154368.0,3.0112e-06,0.1,1.2449151 +4598.32,4195.372,0.30944416,1788.1034,9890000.0,5531.0,618125.0,,154528.0,2.7552e-06,0.1,1.2032771 +4692.73,4200.3613,0.2865065,1788.941,9900000.0,5534.0,618750.0,,154656.0,2.5504e-06,0.1,1.2704709 +4794.05,4205.429,0.20840593,1789.7778,9910000.0,5537.0,619375.0,,154816.0,2.2944e-06,0.1,1.3089195 +4856.11,4210.6084,0.1583762,1790.6138,9920000.0,5540.0,620000.0,,154976.0,2.0384e-06,0.1,1.2233479 +4679.02,4215.7036,0.2294413,1791.772,9930000.0,5542.0,620625.0,,155136.0,1.7824e-06,0.1,1.1904358 +4569.36,4219.401,0.30995288,1792.9293,9940000.0,5544.0,621250.0,,155296.0,1.5264e-06,0.1,1.2252427 +4550.85,4224.1514,0.3064747,1794.0858,9950000.0,5546.0,621875.0,,155456.0,1.2704e-06,0.1,1.215618 +4440.47,4226.175,0.18427418,1795.2416,9960000.0,5548.0,622500.0,,155616.0,1.0144e-06,0.1,1.2746 +4323.23,4229.1904,0.203764,1796.3964,9970000.0,5550.0,623125.0,,155776.0,7.584e-07,0.1,1.1479571 +4172.19,4232.0244,0.35152775,1797.5504,9980000.0,5552.0,623750.0,,155936.0,5.024e-07,0.1,1.2884634 +4017.91,4233.2573,0.26628605,1798.7036,9990000.0,5554.0,624375.0,,156064.0,2.976e-07,0.1,1.2220726 +3977.39,4233.7173,0.23058362,1799.856,10000000.0,5556.0,625000.0,,156224.0,4.16e-08,0.1,1.3140744 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_eval.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..e46f94c9c6054e6dfa0c1b59092c8b0593557b34 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 4233.71728515625, + "strength": 1242.468505859375, + "max_strength": 2550.059814453125, + "final_strength": 1671.33984375, + "sample_efficiency": 1.6634282928862376e-07, + "training_efficiency": 9.307422260462772e-06, + "stability": 0.9677635431289673 + }, + "local": { + "mean_returns": [ + 1185.25, + 2031.5999755859375, + 2155.323486328125, + 2102.8125, + 2166.125, + 2218.8798828125, + 2356.269775390625, + 2368.429931640625, + 2387.56005859375, + 2542.280029296875, + 2518.639892578125, + 2521.330078125, + 2446.75, + 2285.719970703125, + 2254.419921875, + 2272.47998046875, + 2129.06005859375, + 2183.22998046875, + 2170.5, + 2382.010009765625, + 2419.929931640625, + 2439.530029296875, + 2594.35009765625, + 2603.06005859375, + 2678.969970703125, + 2703.4599609375, + 2709.93994140625, + 2737.169921875, + 2877.97998046875, + 2867.909912109375, + 2714.8701171875, + 2784.080078125, + 2714.7900390625, + 2687.800048828125, + 2573.02001953125, + 2492.77001953125, + 2479.050048828125, + 2586.300048828125, + 2751.31005859375, + 2714.56005859375, + 2729.72998046875, + 2747.969970703125, + 2746.110107421875, + 2718.840087890625, + 2684.820068359375, + 2608.429931640625, + 2595.77001953125, + 2641.3798828125, + 2693.7099609375, + 2686.409912109375, + 2776.590087890625, + 2849.64990234375, + 2863.469970703125, + 2923.419921875, + 2945.179931640625, + 3005.889892578125, + 3048.929931640625, + 3151.72998046875, + 3013.340087890625, + 2974.10009765625, + 2951.320068359375, + 2902.909912109375, + 2835.860107421875, + 2689.780029296875, + 2625.580078125, + 2621.1298828125, + 2668.530029296875, + 2718.989990234375, + 2805.050048828125, + 2803.550048828125, + 2856.1201171875, + 2986.18994140625, + 3107.199951171875, + 2964.699951171875, + 3022.219970703125, + 2989.06005859375, + 2978.550048828125, + 3095.159912109375, + 3050.070068359375, + 2954.3798828125, + 2932.7099609375, + 2968.10009765625, + 2888.469970703125, + 2967.97998046875, + 2936.760009765625, + 2777.2099609375, + 2761.25, + 2763.6298828125, + 2690.320068359375, + 2769.889892578125, + 2813.510009765625, + 2940.6201171875, + 2977.35009765625, + 3153.85009765625, + 3007.43994140625, + 3059.429931640625, + 3212.56005859375, + 3119.4599609375, + 2900.0, + 2928.840087890625, + 2953.550048828125, + 3027.239990234375, + 3138.050048828125, + 3195.10009765625, + 3286.93994140625, + 3367.25, + 3391.02001953125, + 3334.1201171875, + 3386.199951171875, + 3345.52001953125, + 3219.43994140625, + 3260.580078125, + 3162.25, + 3120.159912109375, + 3086.929931640625, + 3067.919921875, + 3124.179931640625, + 3071.239990234375, + 3352.419921875, + 3361.8798828125, + 3462.31005859375, + 3438.02001953125, + 3426.050048828125, + 3430.0400390625, + 3523.10009765625, + 3713.7900390625, + 3469.3701171875, + 3377.8701171875, + 3339.7099609375, + 3321.699951171875, + 3312.510009765625, + 3316.3701171875, + 3316.7900390625, + 3100.860107421875, + 3163.580078125, + 3143.219970703125, + 3229.64990234375, + 3335.969970703125, + 3280.77001953125, + 3254.81005859375, + 3308.989990234375, + 3293.300048828125, + 3300.340087890625, + 3244.139892578125, + 3200.780029296875, + 3186.97998046875, + 3001.260009765625, + 2888.330078125, + 2850.330078125, + 2846.260009765625, + 2880.820068359375, + 2919.81005859375, + 2978.43994140625, + 3190.8701171875, + 3107.360107421875, + 3118.919921875, + 3166.02001953125, + 3115.330078125, + 2980.6201171875, + 2918.35009765625, + 2901.47998046875, + 2928.56005859375, + 3011.72998046875, + 3029.10009765625, + 3098.77001953125, + 3255.6201171875, + 3209.030029296875, + 3095.3701171875, + 3208.989990234375, + 3282.919921875, + 3392.6201171875, + 3249.0, + 3186.909912109375, + 3148.89990234375, + 3200.489990234375, + 3174.9599609375, + 3109.8701171875, + 3227.72998046875, + 3212.260009765625, + 3160.840087890625, + 3202.389892578125, + 3261.989990234375, + 3235.989990234375, + 3222.39990234375, + 3003.1298828125, + 3098.419921875, + 3118.530029296875, + 3117.780029296875, + 2955.510009765625, + 2926.840087890625, + 2946.2099609375, + 3009.4599609375, + 3105.47998046875, + 3007.110107421875, + 2993.7099609375, + 3239.679931640625, + 3292.080078125, + 3304.47998046875, + 3253.1298828125, + 3150.47998046875, + 3241.169921875, + 3220.10009765625, + 3138.0400390625, + 3137.27001953125, + 3062.760009765625, + 3289.27001953125, + 3328.2099609375, + 3216.02001953125, + 3333.110107421875, + 3317.489990234375, + 3187.989990234375, + 3165.4599609375, + 3106.10009765625, + 3011.179931640625, + 3114.510009765625, + 2914.5400390625, + 3158.47998046875, + 3190.2900390625, + 3179.320068359375, + 3293.97998046875, + 3197.909912109375, + 3091.93994140625, + 3239.1298828125, + 3159.489990234375, + 3181.050048828125, + 3153.780029296875, + 3225.239990234375, + 3377.25, + 3313.179931640625, + 3216.699951171875, + 3237.60009765625, + 3338.9599609375, + 3170.02001953125, + 3159.2099609375, + 3118.14990234375, + 3125.31005859375, + 3186.699951171875, + 3272.389892578125, + 3289.419921875, + 3405.39990234375, + 3412.320068359375, + 3408.02001953125, + 3528.4599609375, + 3365.27001953125, + 3220.3798828125, + 3375.010009765625, + 3416.6201171875, + 3388.739990234375, + 3323.1201171875, + 3368.35009765625, + 3555.159912109375, + 3467.75, + 3339.570068359375, + 3336.110107421875, + 3513.320068359375, + 3568.280029296875, + 3568.469970703125, + 3565.139892578125, + 3589.330078125, + 3766.989990234375, + 3779.7099609375, + 3581.590087890625, + 3440.409912109375, + 3411.639892578125, + 3366.1298828125, + 3278.330078125, + 3297.139892578125, + 3241.510009765625, + 3254.760009765625, + 3317.75, + 3326.9599609375, + 3288.2099609375, + 3360.080078125, + 3346.1298828125, + 3274.139892578125, + 3421.300048828125, + 3520.0400390625, + 3564.070068359375, + 3625.18994140625, + 3560.0400390625, + 3536.89990234375, + 3672.489990234375, + 3574.77001953125, + 3560.77001953125, + 3390.219970703125, + 3315.260009765625, + 3231.89990234375, + 3324.030029296875, + 3252.56005859375, + 3219.7900390625, + 3197.169921875, + 3235.340087890625, + 3236.97998046875, + 3252.969970703125, + 3358.320068359375, + 3238.60009765625, + 3275.6298828125, + 3349.860107421875, + 3283.85009765625, + 3285.820068359375, + 3289.820068359375, + 3319.340087890625, + 3400.389892578125, + 3421.1201171875, + 3332.1201171875, + 3304.800048828125, + 3527.300048828125, + 3378.300048828125, + 3192.85009765625, + 3088.469970703125, + 3069.659912109375, + 3272.409912109375, + 3278.929931640625, + 3320.60009765625, + 3502.030029296875, + 3656.580078125, + 3851.60009765625, + 4022.77001953125, + 3960.68994140625, + 3862.300048828125, + 3688.260009765625, + 3626.64990234375, + 3602.340087890625, + 3408.949951171875, + 3441.159912109375, + 3453.949951171875, + 3509.659912109375, + 3467.669921875, + 3437.969970703125, + 3526.2900390625, + 3544.949951171875, + 3553.199951171875, + 3636.7099609375, + 3575.919921875, + 3764.1298828125, + 3573.8798828125, + 3574.639892578125, + 3789.35009765625, + 3767.219970703125, + 3787.889892578125, + 3636.52001953125, + 3541.47998046875, + 3629.919921875, + 3508.43994140625, + 3492.9599609375, + 3427.47998046875, + 3556.080078125, + 3753.919921875, + 3860.679931640625, + 3831.449951171875, + 3823.800048828125, + 3845.159912109375, + 3783.9599609375, + 3736.0400390625, + 3620.0, + 3605.02001953125, + 3525.68994140625, + 3381.27001953125, + 3399.929931640625, + 3412.679931640625, + 3434.389892578125, + 3521.340087890625, + 3683.60009765625, + 3707.090087890625, + 3750.050048828125, + 3841.1201171875, + 3927.139892578125, + 3948.3701171875, + 3774.860107421875, + 3473.580078125, + 3460.469970703125, + 3215.81005859375, + 3114.81005859375, + 3168.35009765625, + 3161.06005859375, + 3213.6201171875, + 3228.31005859375, + 3274.06005859375, + 3351.550048828125, + 3344.570068359375, + 3431.7099609375, + 3369.219970703125, + 3470.989990234375, + 3406.159912109375, + 3304.10009765625, + 3398.18994140625, + 3237.300048828125, + 3253.6298828125, + 3125.010009765625, + 3158.219970703125, + 3130.1201171875, + 3058.6298828125, + 3031.22998046875, + 3002.239990234375, + 3057.080078125, + 3236.02001953125, + 3385.330078125, + 3440.2099609375, + 3454.110107421875, + 3443.43994140625, + 3553.1201171875, + 3533.8798828125, + 3478.739990234375, + 3298.719970703125, + 3257.280029296875, + 3327.2099609375, + 3267.889892578125, + 3184.139892578125, + 3107.760009765625, + 3199.1298828125, + 3427.679931640625, + 3648.02001953125, + 3732.60009765625, + 3748.800048828125, + 3661.669921875, + 3650.5, + 3526.570068359375, + 3450.679931640625, + 3333.280029296875, + 3425.0400390625, + 3390.179931640625, + 3453.02001953125, + 3473.429931640625, + 3399.909912109375, + 3324.0400390625, + 3388.22998046875, + 3433.580078125, + 3513.31005859375, + 3542.280029296875, + 3406.0, + 3498.3701171875, + 3519.6298828125, + 3392.9599609375, + 3281.25, + 3270.85009765625, + 3345.030029296875, + 3333.89990234375, + 3196.989990234375, + 3244.780029296875, + 3363.9599609375, + 3337.75, + 3379.4599609375, + 3506.989990234375, + 3570.06005859375, + 3633.10009765625, + 3620.3701171875, + 3442.6298828125, + 3409.81005859375, + 3307.8701171875, + 3278.2900390625, + 3277.8701171875, + 3369.010009765625, + 3432.739990234375, + 3591.0400390625, + 3528.159912109375, + 3467.780029296875, + 3539.18994140625, + 3698.5400390625, + 3596.64990234375, + 3521.6201171875, + 3696.590087890625, + 3856.429931640625, + 3805.050048828125, + 3729.9599609375, + 3688.5400390625, + 3754.889892578125, + 3620.300048828125, + 3600.340087890625, + 3586.5400390625, + 3520.360107421875, + 3508.909912109375, + 3623.35009765625, + 3656.050048828125, + 3640.919921875, + 3661.18994140625, + 3900.35009765625, + 3972.669921875, + 3791.419921875, + 3566.27001953125, + 3662.97998046875, + 3509.070068359375, + 3167.760009765625, + 3280.47998046875, + 3352.18994140625, + 3383.840087890625, + 3571.1298828125, + 3542.860107421875, + 3619.280029296875, + 3649.60009765625, + 3537.010009765625, + 3545.85009765625, + 3486.280029296875, + 3426.489990234375, + 3495.699951171875, + 3533.840087890625, + 3420.0, + 3455.010009765625, + 3514.889892578125, + 3569.300048828125, + 3338.06005859375, + 3254.1298828125, + 3327.010009765625, + 3314.06005859375, + 3256.75, + 3321.739990234375, + 3355.199951171875, + 3460.56005859375, + 3588.280029296875, + 3643.719970703125, + 3638.97998046875, + 3635.580078125, + 3598.1298828125, + 3660.6201171875, + 3580.320068359375, + 3359.219970703125, + 3410.929931640625, + 3583.699951171875, + 3462.06005859375, + 3309.639892578125, + 3233.89990234375, + 3363.5, + 3462.679931640625, + 3528.239990234375, + 3351.330078125, + 3494.4599609375, + 3404.300048828125, + 3378.1201171875, + 3360.989990234375, + 3251.070068359375, + 3419.199951171875, + 3523.780029296875, + 3511.139892578125, + 3724.31005859375, + 3938.469970703125, + 3881.860107421875, + 3981.10009765625, + 3893.659912109375, + 3760.85009765625, + 3710.550048828125, + 3650.81005859375, + 3631.39990234375, + 3560.840087890625, + 3521.0400390625, + 3417.7099609375, + 3591.22998046875, + 3630.1201171875, + 3557.64990234375, + 3677.760009765625, + 3712.0400390625, + 3695.550048828125, + 3920.330078125, + 3864.449951171875, + 4014.02001953125, + 4061.81005859375, + 3955.14990234375, + 4064.14990234375, + 4053.1201171875, + 4021.639892578125, + 3750.8798828125, + 3722.429931640625, + 3619.9599609375, + 3552.320068359375, + 3661.889892578125, + 3644.0400390625, + 3558.27001953125, + 3697.1201171875, + 3633.050048828125, + 3742.639892578125, + 3540.050048828125, + 3369.780029296875, + 3428.860107421875, + 3419.68994140625, + 3366.8798828125, + 3216.10009765625, + 3205.469970703125, + 3329.9599609375, + 3231.340087890625, + 3391.969970703125, + 3427.590087890625, + 3468.010009765625, + 3519.89990234375, + 3341.2099609375, + 3541.949951171875, + 3517.97998046875, + 3588.989990234375, + 3748.669921875, + 3716.25, + 3954.969970703125, + 3850.35009765625, + 3752.639892578125, + 3646.60009765625, + 3646.320068359375, + 3487.169921875, + 3441.139892578125, + 3409.97998046875, + 3484.139892578125, + 3605.97998046875, + 3629.760009765625, + 3854.030029296875, + 3894.25, + 3944.669921875, + 4041.989990234375, + 3867.199951171875, + 3712.760009765625, + 3679.169921875, + 3618.360107421875, + 3634.610107421875, + 3590.2900390625, + 3702.93994140625, + 3740.330078125, + 3548.800048828125, + 3438.830078125, + 3549.409912109375, + 3560.699951171875, + 3440.14990234375, + 3382.010009765625, + 3408.239990234375, + 3426.4599609375, + 3430.02001953125, + 3417.7099609375, + 3414.27001953125, + 3495.050048828125, + 3538.47998046875, + 3569.719970703125, + 3651.6298828125, + 3771.22998046875, + 3670.10009765625, + 3517.02001953125, + 3486.85009765625, + 3442.570068359375, + 3400.280029296875, + 3399.1298828125, + 3415.050048828125, + 3424.68994140625, + 3434.320068359375, + 3586.7900390625, + 3395.409912109375, + 3279.27001953125, + 3303.8701171875, + 3523.080078125, + 3537.7900390625, + 3488.530029296875, + 3511.56005859375, + 3521.840087890625, + 3501.929931640625, + 3394.0, + 3394.89990234375, + 3426.159912109375, + 3554.43994140625, + 3569.260009765625, + 3660.840087890625, + 3693.8798828125, + 3709.7099609375, + 3676.989990234375, + 3533.239990234375, + 3540.199951171875, + 3343.7900390625, + 3446.909912109375, + 3506.159912109375, + 3414.679931640625, + 3574.679931640625, + 3604.35009765625, + 3779.699951171875, + 3744.56005859375, + 3711.89990234375, + 3895.659912109375, + 3974.27001953125, + 3889.85009765625, + 3937.340087890625, + 3943.75, + 4054.780029296875, + 3886.85009765625, + 3934.6298828125, + 3944.9599609375, + 3934.280029296875, + 4039.909912109375, + 4062.679931640625, + 3955.199951171875, + 4026.949951171875, + 3870.9599609375, + 3661.02001953125, + 3485.43994140625, + 3305.97998046875, + 3393.820068359375, + 3379.389892578125, + 3556.419921875, + 3556.010009765625, + 3751.75, + 3549.97998046875, + 3452.0, + 3460.070068359375, + 3349.43994140625, + 3308.85009765625, + 3464.0, + 3664.14990234375, + 3858.030029296875, + 3899.830078125, + 3863.360107421875, + 3750.5, + 3679.60009765625, + 3563.010009765625, + 3433.43994140625, + 3423.360107421875, + 3467.60009765625, + 3754.39990234375, + 3661.199951171875, + 4027.8798828125, + 4094.97998046875, + 4044.340087890625, + 4215.490234375, + 4158.75, + 4112.740234375, + 4020.18994140625, + 3971.300048828125, + 4103.0498046875, + 3873.969970703125, + 3913.9599609375, + 3877.52001953125, + 3904.580078125, + 3792.81005859375, + 3825.159912109375, + 3792.47998046875, + 3862.72998046875, + 3919.429931640625, + 3759.330078125, + 3833.739990234375, + 3783.429931640625, + 3918.889892578125, + 3790.8798828125, + 3963.030029296875, + 4034.780029296875, + 4027.219970703125, + 3961.570068359375, + 3996.4599609375, + 4063.1298828125, + 3915.02001953125, + 3984.489990234375, + 4171.009765625, + 4307.16015625, + 4215.89990234375, + 4018.340087890625, + 3886.199951171875, + 3874.469970703125, + 3709.77001953125, + 3589.6298828125, + 3770.10009765625, + 3778.85009765625, + 3793.580078125, + 3753.97998046875, + 3644.530029296875, + 3594.419921875, + 3526.47998046875, + 3449.139892578125, + 3640.56005859375, + 3675.340087890625, + 3672.239990234375, + 3685.800048828125, + 3784.2099609375, + 3724.389892578125, + 3633.5400390625, + 3645.1298828125, + 3643.800048828125, + 3656.75, + 3542.7900390625, + 3540.050048828125, + 3470.85009765625, + 3558.330078125, + 3645.780029296875, + 3745.239990234375, + 3771.47998046875, + 3834.68994140625, + 3970.4599609375, + 4161.330078125, + 4191.9599609375, + 4103.89013671875, + 4022.360107421875, + 3916.010009765625, + 3781.800048828125, + 3623.10009765625, + 3648.429931640625, + 3644.070068359375, + 3838.2900390625, + 3905.889892578125, + 3947.429931640625, + 3985.530029296875, + 3891.919921875, + 4018.719970703125, + 3713.2099609375, + 3680.699951171875, + 3693.080078125, + 3823.14990234375, + 3845.320068359375, + 3884.0400390625, + 3907.840087890625, + 3874.669921875, + 3776.590087890625, + 3860.5400390625, + 3833.929931640625, + 3649.739990234375, + 3654.010009765625, + 3715.85009765625, + 3730.02001953125, + 3629.530029296875, + 3655.580078125, + 3706.389892578125, + 3988.169921875, + 4010.070068359375, + 3998.139892578125, + 4062.5, + 3951.659912109375, + 3916.60009765625, + 3806.330078125, + 3793.1201171875, + 3651.679931640625, + 3948.199951171875, + 3968.550048828125, + 4138.22021484375, + 4020.320068359375, + 4068.590087890625, + 4153.72021484375, + 3971.010009765625, + 3896.2900390625, + 3915.4599609375, + 3869.030029296875, + 3930.949951171875, + 4011.969970703125, + 4125.759765625, + 4311.97998046875, + 4296.259765625, + 4412.7099609375, + 4462.72998046875, + 4413.91015625, + 4350.66015625, + 4376.740234375, + 4354.39013671875, + 4462.3798828125, + 4408.77978515625, + 4358.27978515625, + 4248.77978515625, + 4306.39990234375, + 4094.6298828125, + 3869.3798828125, + 3941.639892578125, + 3888.780029296875, + 3873.429931640625, + 3863.25, + 3762.739990234375, + 3764.320068359375, + 3843.93994140625, + 3676.2099609375, + 3824.2900390625, + 3793.8798828125, + 3834.22998046875, + 3744.110107421875, + 3778.89990234375, + 3988.449951171875, + 3903.050048828125, + 3819.340087890625, + 3871.360107421875, + 3947.989990234375, + 4160.39013671875, + 4035.090087890625, + 4065.14990234375, + 4104.7099609375, + 4297.490234375, + 4356.66015625, + 4216.60009765625, + 4109.740234375, + 4108.9599609375, + 4223.5498046875, + 4149.75, + 4012.969970703125, + 3927.580078125, + 3854.610107421875, + 3955.909912109375, + 3814.590087890625, + 3721.56005859375, + 3772.449951171875, + 3985.010009765625, + 4204.490234375, + 4240.5400390625, + 4373.52001953125, + 4437.97021484375, + 4367.0, + 4342.43994140625, + 4332.8701171875, + 4307.08984375, + 4165.2099609375, + 4238.080078125, + 4193.81005859375, + 4287.31005859375, + 4338.169921875, + 4169.5498046875, + 4199.6201171875, + 4075.81005859375, + 4238.1201171875, + 4021.639892578125, + 3888.77001953125, + 3894.610107421875, + 3931.3701171875, + 4098.7001953125, + 3943.550048828125, + 4029.52001953125, + 4212.7900390625, + 4309.83984375, + 4232.990234375, + 4180.81982421875, + 4125.77001953125, + 4152.4599609375, + 4241.4599609375, + 4189.330078125, + 4244.1201171875, + 4452.830078125, + 4648.669921875, + 4673.0, + 4454.33984375, + 4387.330078125, + 4338.68994140625, + 4409.990234375, + 4321.83984375, + 4144.97021484375, + 4171.75, + 4169.56005859375, + 4069.469970703125, + 3991.409912109375, + 3898.02001953125, + 3813.389892578125, + 3868.6201171875, + 3876.1201171875, + 3931.1201171875, + 3843.18994140625, + 3848.610107421875, + 3853.760009765625, + 3936.31005859375, + 4165.9599609375, + 4071.949951171875, + 4253.60986328125, + 4245.419921875, + 4403.02978515625, + 4437.60009765625, + 4444.080078125, + 4219.14013671875, + 4195.52978515625, + 4029.3798828125, + 3834.27001953125, + 3847.010009765625, + 3957.8798828125, + 4084.10009765625, + 4000.2099609375, + 4233.7998046875, + 4372.330078125, + 4341.330078125, + 4217.47998046875, + 4028.639892578125, + 4052.260009765625, + 3923.10009765625, + 3931.919921875, + 3944.9599609375, + 4091.280029296875, + 4131.5400390625, + 4073.449951171875, + 4009.7900390625, + 4247.169921875, + 4286.89013671875, + 4291.89013671875, + 4214.9599609375, + 4121.91015625, + 4259.4599609375, + 4353.4501953125, + 4265.47998046875, + 4312.1298828125, + 4318.25, + 4558.2998046875, + 4779.27978515625, + 4668.77001953125, + 4619.68017578125, + 4463.68017578125, + 4471.93017578125, + 4341.7001953125, + 4379.22998046875, + 4255.5498046875, + 4184.7900390625, + 4281.81005859375, + 4203.89990234375, + 4238.009765625, + 4171.91015625, + 4338.16015625, + 4466.4599609375, + 4598.31982421875, + 4692.72998046875, + 4794.0498046875, + 4856.10986328125, + 4679.02001953125, + 4569.35986328125, + 4550.85009765625, + 4440.47021484375, + 4323.22998046875, + 4172.18994140625, + 4017.909912109375, + 3977.389892578125 + ], + "strengths": [ + -1120.800048828125, + -274.4500732421875, + -150.7265625, + -203.237548828125, + -139.925048828125, + -87.170166015625, + 50.2197265625, + 62.3798828125, + 81.510009765625, + 236.22998046875, + 212.58984375, + 215.280029296875, + 140.699951171875, + -20.330078125, + -51.630126953125, + -33.570068359375, + -176.989990234375, + -122.820068359375, + -135.550048828125, + 75.9599609375, + 113.8798828125, + 133.47998046875, + 288.300048828125, + 297.010009765625, + 372.919921875, + 397.409912109375, + 403.889892578125, + 431.119873046875, + 571.929931640625, + 561.85986328125, + 408.820068359375, + 478.030029296875, + 408.739990234375, + 381.75, + 266.969970703125, + 186.719970703125, + 173.0, + 280.25, + 445.260009765625, + 408.510009765625, + 423.679931640625, + 441.919921875, + 440.06005859375, + 412.7900390625, + 378.77001953125, + 302.3798828125, + 289.719970703125, + 335.329833984375, + 387.659912109375, + 380.35986328125, + 470.5400390625, + 543.599853515625, + 557.419921875, + 617.369873046875, + 639.1298828125, + 699.83984375, + 742.8798828125, + 845.679931640625, + 707.2900390625, + 668.050048828125, + 645.27001953125, + 596.85986328125, + 529.81005859375, + 383.72998046875, + 319.530029296875, + 315.079833984375, + 362.47998046875, + 412.93994140625, + 499.0, + 497.5, + 550.070068359375, + 680.139892578125, + 801.14990234375, + 658.64990234375, + 716.169921875, + 683.010009765625, + 672.5, + 789.10986328125, + 744.02001953125, + 648.329833984375, + 626.659912109375, + 662.050048828125, + 582.419921875, + 661.929931640625, + 630.7099609375, + 471.159912109375, + 455.199951171875, + 457.579833984375, + 384.27001953125, + 463.83984375, + 507.4599609375, + 634.570068359375, + 671.300048828125, + 847.800048828125, + 701.389892578125, + 753.3798828125, + 906.510009765625, + 813.409912109375, + 593.949951171875, + 622.7900390625, + 647.5, + 721.18994140625, + 832.0, + 889.050048828125, + 980.889892578125, + 1061.199951171875, + 1084.969970703125, + 1028.070068359375, + 1080.14990234375, + 1039.469970703125, + 913.389892578125, + 954.530029296875, + 856.199951171875, + 814.10986328125, + 780.8798828125, + 761.869873046875, + 818.1298828125, + 765.18994140625, + 1046.369873046875, + 1055.829833984375, + 1156.260009765625, + 1131.969970703125, + 1120.0, + 1123.989990234375, + 1217.050048828125, + 1407.739990234375, + 1163.320068359375, + 1071.820068359375, + 1033.659912109375, + 1015.64990234375, + 1006.4599609375, + 1010.320068359375, + 1010.739990234375, + 794.81005859375, + 857.530029296875, + 837.169921875, + 923.599853515625, + 1029.919921875, + 974.719970703125, + 948.760009765625, + 1002.93994140625, + 987.25, + 994.2900390625, + 938.08984375, + 894.72998046875, + 880.929931640625, + 695.2099609375, + 582.280029296875, + 544.280029296875, + 540.2099609375, + 574.77001953125, + 613.760009765625, + 672.389892578125, + 884.820068359375, + 801.31005859375, + 812.869873046875, + 859.969970703125, + 809.280029296875, + 674.570068359375, + 612.300048828125, + 595.429931640625, + 622.510009765625, + 705.679931640625, + 723.050048828125, + 792.719970703125, + 949.570068359375, + 902.97998046875, + 789.320068359375, + 902.93994140625, + 976.869873046875, + 1086.570068359375, + 942.949951171875, + 880.85986328125, + 842.849853515625, + 894.43994140625, + 868.909912109375, + 803.820068359375, + 921.679931640625, + 906.2099609375, + 854.7900390625, + 896.33984375, + 955.93994140625, + 929.93994140625, + 916.349853515625, + 697.079833984375, + 792.369873046875, + 812.47998046875, + 811.72998046875, + 649.4599609375, + 620.7900390625, + 640.159912109375, + 703.409912109375, + 799.429931640625, + 701.06005859375, + 687.659912109375, + 933.6298828125, + 986.030029296875, + 998.429931640625, + 947.079833984375, + 844.429931640625, + 935.119873046875, + 914.050048828125, + 831.989990234375, + 831.219970703125, + 756.7099609375, + 983.219970703125, + 1022.159912109375, + 909.969970703125, + 1027.06005859375, + 1011.43994140625, + 881.93994140625, + 859.409912109375, + 800.050048828125, + 705.1298828125, + 808.4599609375, + 608.489990234375, + 852.429931640625, + 884.239990234375, + 873.27001953125, + 987.929931640625, + 891.85986328125, + 785.889892578125, + 933.079833984375, + 853.43994140625, + 875.0, + 847.72998046875, + 919.18994140625, + 1071.199951171875, + 1007.1298828125, + 910.64990234375, + 931.550048828125, + 1032.909912109375, + 863.969970703125, + 853.159912109375, + 812.099853515625, + 819.260009765625, + 880.64990234375, + 966.33984375, + 983.369873046875, + 1099.349853515625, + 1106.27001953125, + 1101.969970703125, + 1222.409912109375, + 1059.219970703125, + 914.329833984375, + 1068.9599609375, + 1110.570068359375, + 1082.68994140625, + 1017.070068359375, + 1062.300048828125, + 1249.10986328125, + 1161.699951171875, + 1033.52001953125, + 1030.06005859375, + 1207.27001953125, + 1262.22998046875, + 1262.419921875, + 1259.08984375, + 1283.280029296875, + 1460.93994140625, + 1473.659912109375, + 1275.5400390625, + 1134.35986328125, + 1105.58984375, + 1060.079833984375, + 972.280029296875, + 991.08984375, + 935.4599609375, + 948.7099609375, + 1011.699951171875, + 1020.909912109375, + 982.159912109375, + 1054.030029296875, + 1040.079833984375, + 968.08984375, + 1115.25, + 1213.989990234375, + 1258.02001953125, + 1319.139892578125, + 1253.989990234375, + 1230.849853515625, + 1366.43994140625, + 1268.719970703125, + 1254.719970703125, + 1084.169921875, + 1009.2099609375, + 925.849853515625, + 1017.97998046875, + 946.510009765625, + 913.739990234375, + 891.119873046875, + 929.2900390625, + 930.929931640625, + 946.919921875, + 1052.27001953125, + 932.550048828125, + 969.579833984375, + 1043.81005859375, + 977.800048828125, + 979.77001953125, + 983.77001953125, + 1013.2900390625, + 1094.33984375, + 1115.070068359375, + 1026.070068359375, + 998.75, + 1221.25, + 1072.25, + 886.800048828125, + 782.419921875, + 763.60986328125, + 966.35986328125, + 972.8798828125, + 1014.550048828125, + 1195.97998046875, + 1350.530029296875, + 1545.550048828125, + 1716.719970703125, + 1654.639892578125, + 1556.25, + 1382.2099609375, + 1320.599853515625, + 1296.2900390625, + 1102.89990234375, + 1135.10986328125, + 1147.89990234375, + 1203.60986328125, + 1161.619873046875, + 1131.919921875, + 1220.239990234375, + 1238.89990234375, + 1247.14990234375, + 1330.659912109375, + 1269.869873046875, + 1458.079833984375, + 1267.829833984375, + 1268.58984375, + 1483.300048828125, + 1461.169921875, + 1481.83984375, + 1330.469970703125, + 1235.429931640625, + 1323.869873046875, + 1202.389892578125, + 1186.909912109375, + 1121.429931640625, + 1250.030029296875, + 1447.869873046875, + 1554.6298828125, + 1525.39990234375, + 1517.75, + 1539.10986328125, + 1477.909912109375, + 1429.989990234375, + 1313.949951171875, + 1298.969970703125, + 1219.639892578125, + 1075.219970703125, + 1093.8798828125, + 1106.6298828125, + 1128.33984375, + 1215.2900390625, + 1377.550048828125, + 1401.0400390625, + 1444.0, + 1535.070068359375, + 1621.08984375, + 1642.320068359375, + 1468.81005859375, + 1167.530029296875, + 1154.419921875, + 909.760009765625, + 808.760009765625, + 862.300048828125, + 855.010009765625, + 907.570068359375, + 922.260009765625, + 968.010009765625, + 1045.5, + 1038.52001953125, + 1125.659912109375, + 1063.169921875, + 1164.93994140625, + 1100.10986328125, + 998.050048828125, + 1092.139892578125, + 931.25, + 947.579833984375, + 818.9599609375, + 852.169921875, + 824.070068359375, + 752.579833984375, + 725.179931640625, + 696.18994140625, + 751.030029296875, + 929.969970703125, + 1079.280029296875, + 1134.159912109375, + 1148.06005859375, + 1137.389892578125, + 1247.070068359375, + 1227.829833984375, + 1172.68994140625, + 992.669921875, + 951.22998046875, + 1021.159912109375, + 961.83984375, + 878.08984375, + 801.7099609375, + 893.079833984375, + 1121.6298828125, + 1341.969970703125, + 1426.550048828125, + 1442.75, + 1355.619873046875, + 1344.449951171875, + 1220.52001953125, + 1144.6298828125, + 1027.22998046875, + 1118.989990234375, + 1084.1298828125, + 1146.969970703125, + 1167.3798828125, + 1093.85986328125, + 1017.989990234375, + 1082.179931640625, + 1127.530029296875, + 1207.260009765625, + 1236.22998046875, + 1099.949951171875, + 1192.320068359375, + 1213.579833984375, + 1086.909912109375, + 975.199951171875, + 964.800048828125, + 1038.97998046875, + 1027.849853515625, + 890.93994140625, + 938.72998046875, + 1057.909912109375, + 1031.699951171875, + 1073.409912109375, + 1200.93994140625, + 1264.010009765625, + 1327.050048828125, + 1314.320068359375, + 1136.579833984375, + 1103.760009765625, + 1001.820068359375, + 972.239990234375, + 971.820068359375, + 1062.9599609375, + 1126.68994140625, + 1284.989990234375, + 1222.10986328125, + 1161.72998046875, + 1233.139892578125, + 1392.489990234375, + 1290.599853515625, + 1215.570068359375, + 1390.5400390625, + 1550.3798828125, + 1499.0, + 1423.909912109375, + 1382.489990234375, + 1448.83984375, + 1314.25, + 1294.2900390625, + 1280.489990234375, + 1214.31005859375, + 1202.85986328125, + 1317.300048828125, + 1350.0, + 1334.869873046875, + 1355.139892578125, + 1594.300048828125, + 1666.619873046875, + 1485.369873046875, + 1260.219970703125, + 1356.929931640625, + 1203.02001953125, + 861.7099609375, + 974.429931640625, + 1046.139892578125, + 1077.7900390625, + 1265.079833984375, + 1236.81005859375, + 1313.22998046875, + 1343.550048828125, + 1230.9599609375, + 1239.800048828125, + 1180.22998046875, + 1120.43994140625, + 1189.64990234375, + 1227.7900390625, + 1113.949951171875, + 1148.9599609375, + 1208.83984375, + 1263.25, + 1032.010009765625, + 948.079833984375, + 1020.9599609375, + 1008.010009765625, + 950.699951171875, + 1015.68994140625, + 1049.14990234375, + 1154.510009765625, + 1282.22998046875, + 1337.669921875, + 1332.929931640625, + 1329.530029296875, + 1292.079833984375, + 1354.570068359375, + 1274.27001953125, + 1053.169921875, + 1104.8798828125, + 1277.64990234375, + 1156.010009765625, + 1003.58984375, + 927.849853515625, + 1057.449951171875, + 1156.6298828125, + 1222.18994140625, + 1045.280029296875, + 1188.409912109375, + 1098.25, + 1072.070068359375, + 1054.93994140625, + 945.02001953125, + 1113.14990234375, + 1217.72998046875, + 1205.08984375, + 1418.260009765625, + 1632.419921875, + 1575.81005859375, + 1675.050048828125, + 1587.60986328125, + 1454.800048828125, + 1404.5, + 1344.760009765625, + 1325.349853515625, + 1254.7900390625, + 1214.989990234375, + 1111.659912109375, + 1285.179931640625, + 1324.070068359375, + 1251.599853515625, + 1371.7099609375, + 1405.989990234375, + 1389.5, + 1614.280029296875, + 1558.39990234375, + 1707.969970703125, + 1755.760009765625, + 1649.099853515625, + 1758.099853515625, + 1747.070068359375, + 1715.58984375, + 1444.829833984375, + 1416.3798828125, + 1313.909912109375, + 1246.27001953125, + 1355.83984375, + 1337.989990234375, + 1252.219970703125, + 1391.070068359375, + 1327.0, + 1436.58984375, + 1234.0, + 1063.72998046875, + 1122.81005859375, + 1113.639892578125, + 1060.829833984375, + 910.050048828125, + 899.419921875, + 1023.909912109375, + 925.2900390625, + 1085.919921875, + 1121.5400390625, + 1161.9599609375, + 1213.849853515625, + 1035.159912109375, + 1235.89990234375, + 1211.929931640625, + 1282.93994140625, + 1442.619873046875, + 1410.199951171875, + 1648.919921875, + 1544.300048828125, + 1446.58984375, + 1340.550048828125, + 1340.27001953125, + 1181.119873046875, + 1135.08984375, + 1103.929931640625, + 1178.08984375, + 1299.929931640625, + 1323.7099609375, + 1547.97998046875, + 1588.199951171875, + 1638.619873046875, + 1735.93994140625, + 1561.14990234375, + 1406.7099609375, + 1373.119873046875, + 1312.31005859375, + 1328.56005859375, + 1284.239990234375, + 1396.889892578125, + 1434.280029296875, + 1242.75, + 1132.780029296875, + 1243.35986328125, + 1254.64990234375, + 1134.099853515625, + 1075.9599609375, + 1102.18994140625, + 1120.409912109375, + 1123.969970703125, + 1111.659912109375, + 1108.219970703125, + 1189.0, + 1232.429931640625, + 1263.669921875, + 1345.579833984375, + 1465.179931640625, + 1364.050048828125, + 1210.969970703125, + 1180.800048828125, + 1136.52001953125, + 1094.22998046875, + 1093.079833984375, + 1109.0, + 1118.639892578125, + 1128.27001953125, + 1280.739990234375, + 1089.35986328125, + 973.219970703125, + 997.820068359375, + 1217.030029296875, + 1231.739990234375, + 1182.47998046875, + 1205.510009765625, + 1215.7900390625, + 1195.8798828125, + 1087.949951171875, + 1088.849853515625, + 1120.10986328125, + 1248.389892578125, + 1263.2099609375, + 1354.7900390625, + 1387.829833984375, + 1403.659912109375, + 1370.93994140625, + 1227.18994140625, + 1234.14990234375, + 1037.739990234375, + 1140.85986328125, + 1200.10986328125, + 1108.6298828125, + 1268.6298828125, + 1298.300048828125, + 1473.64990234375, + 1438.510009765625, + 1405.849853515625, + 1589.60986328125, + 1668.219970703125, + 1583.800048828125, + 1631.2900390625, + 1637.699951171875, + 1748.72998046875, + 1580.800048828125, + 1628.579833984375, + 1638.909912109375, + 1628.22998046875, + 1733.85986328125, + 1756.6298828125, + 1649.14990234375, + 1720.89990234375, + 1564.909912109375, + 1354.969970703125, + 1179.389892578125, + 999.929931640625, + 1087.77001953125, + 1073.33984375, + 1250.369873046875, + 1249.9599609375, + 1445.699951171875, + 1243.929931640625, + 1145.949951171875, + 1154.02001953125, + 1043.389892578125, + 1002.800048828125, + 1157.949951171875, + 1358.099853515625, + 1551.97998046875, + 1593.780029296875, + 1557.31005859375, + 1444.449951171875, + 1373.550048828125, + 1256.9599609375, + 1127.389892578125, + 1117.31005859375, + 1161.550048828125, + 1448.349853515625, + 1355.14990234375, + 1721.829833984375, + 1788.929931640625, + 1738.2900390625, + 1909.440185546875, + 1852.699951171875, + 1806.690185546875, + 1714.139892578125, + 1665.25, + 1796.999755859375, + 1567.919921875, + 1607.909912109375, + 1571.469970703125, + 1598.530029296875, + 1486.760009765625, + 1519.10986328125, + 1486.429931640625, + 1556.679931640625, + 1613.3798828125, + 1453.280029296875, + 1527.68994140625, + 1477.3798828125, + 1612.83984375, + 1484.829833984375, + 1656.97998046875, + 1728.72998046875, + 1721.169921875, + 1655.52001953125, + 1690.409912109375, + 1757.079833984375, + 1608.969970703125, + 1678.43994140625, + 1864.959716796875, + 2001.110107421875, + 1909.849853515625, + 1712.2900390625, + 1580.14990234375, + 1568.419921875, + 1403.719970703125, + 1283.579833984375, + 1464.050048828125, + 1472.800048828125, + 1487.530029296875, + 1447.929931640625, + 1338.47998046875, + 1288.369873046875, + 1220.429931640625, + 1143.08984375, + 1334.510009765625, + 1369.2900390625, + 1366.18994140625, + 1379.75, + 1478.159912109375, + 1418.33984375, + 1327.489990234375, + 1339.079833984375, + 1337.75, + 1350.699951171875, + 1236.739990234375, + 1234.0, + 1164.800048828125, + 1252.280029296875, + 1339.72998046875, + 1439.18994140625, + 1465.429931640625, + 1528.639892578125, + 1664.409912109375, + 1855.280029296875, + 1885.909912109375, + 1797.840087890625, + 1716.31005859375, + 1609.9599609375, + 1475.75, + 1317.050048828125, + 1342.3798828125, + 1338.02001953125, + 1532.239990234375, + 1599.83984375, + 1641.3798828125, + 1679.47998046875, + 1585.869873046875, + 1712.669921875, + 1407.159912109375, + 1374.64990234375, + 1387.030029296875, + 1517.099853515625, + 1539.27001953125, + 1577.989990234375, + 1601.7900390625, + 1568.619873046875, + 1470.5400390625, + 1554.489990234375, + 1527.8798828125, + 1343.68994140625, + 1347.9599609375, + 1409.800048828125, + 1423.969970703125, + 1323.47998046875, + 1349.530029296875, + 1400.33984375, + 1682.119873046875, + 1704.02001953125, + 1692.08984375, + 1756.449951171875, + 1645.60986328125, + 1610.550048828125, + 1500.280029296875, + 1487.070068359375, + 1345.6298828125, + 1642.14990234375, + 1662.5, + 1832.170166015625, + 1714.27001953125, + 1762.5400390625, + 1847.670166015625, + 1664.9599609375, + 1590.239990234375, + 1609.409912109375, + 1562.97998046875, + 1624.89990234375, + 1705.919921875, + 1819.709716796875, + 2005.929931640625, + 1990.209716796875, + 2106.659912109375, + 2156.679931640625, + 2107.860107421875, + 2044.610107421875, + 2070.690185546875, + 2048.340087890625, + 2156.329833984375, + 2102.729736328125, + 2052.229736328125, + 1942.729736328125, + 2000.349853515625, + 1788.579833984375, + 1563.329833984375, + 1635.58984375, + 1582.72998046875, + 1567.3798828125, + 1557.199951171875, + 1456.68994140625, + 1458.27001953125, + 1537.889892578125, + 1370.159912109375, + 1518.239990234375, + 1487.829833984375, + 1528.179931640625, + 1438.06005859375, + 1472.849853515625, + 1682.39990234375, + 1597.0, + 1513.2900390625, + 1565.31005859375, + 1641.93994140625, + 1854.340087890625, + 1729.0400390625, + 1759.099853515625, + 1798.659912109375, + 1991.440185546875, + 2050.610107421875, + 1910.550048828125, + 1803.690185546875, + 1802.909912109375, + 1917.499755859375, + 1843.699951171875, + 1706.919921875, + 1621.530029296875, + 1548.56005859375, + 1649.85986328125, + 1508.5400390625, + 1415.510009765625, + 1466.39990234375, + 1678.9599609375, + 1898.440185546875, + 1934.489990234375, + 2067.469970703125, + 2131.920166015625, + 2060.949951171875, + 2036.389892578125, + 2026.820068359375, + 2001.039794921875, + 1859.159912109375, + 1932.030029296875, + 1887.760009765625, + 1981.260009765625, + 2032.119873046875, + 1863.499755859375, + 1893.570068359375, + 1769.760009765625, + 1932.070068359375, + 1715.58984375, + 1582.719970703125, + 1588.56005859375, + 1625.320068359375, + 1792.650146484375, + 1637.5, + 1723.469970703125, + 1906.739990234375, + 2003.789794921875, + 1926.940185546875, + 1874.769775390625, + 1819.719970703125, + 1846.409912109375, + 1935.409912109375, + 1883.280029296875, + 1938.070068359375, + 2146.780029296875, + 2342.619873046875, + 2366.949951171875, + 2148.289794921875, + 2081.280029296875, + 2032.639892578125, + 2103.940185546875, + 2015.789794921875, + 1838.920166015625, + 1865.699951171875, + 1863.510009765625, + 1763.419921875, + 1685.35986328125, + 1591.969970703125, + 1507.33984375, + 1562.570068359375, + 1570.070068359375, + 1625.070068359375, + 1537.139892578125, + 1542.56005859375, + 1547.7099609375, + 1630.260009765625, + 1859.909912109375, + 1765.89990234375, + 1947.559814453125, + 1939.369873046875, + 2096.979736328125, + 2131.550048828125, + 2138.030029296875, + 1913.090087890625, + 1889.479736328125, + 1723.329833984375, + 1528.219970703125, + 1540.9599609375, + 1651.829833984375, + 1778.050048828125, + 1694.159912109375, + 1927.749755859375, + 2066.280029296875, + 2035.280029296875, + 1911.429931640625, + 1722.58984375, + 1746.2099609375, + 1617.050048828125, + 1625.869873046875, + 1638.909912109375, + 1785.22998046875, + 1825.489990234375, + 1767.39990234375, + 1703.739990234375, + 1941.119873046875, + 1980.840087890625, + 1985.840087890625, + 1908.909912109375, + 1815.860107421875, + 1953.409912109375, + 2047.400146484375, + 1959.429931640625, + 2006.079833984375, + 2012.199951171875, + 2252.249755859375, + 2473.229736328125, + 2362.719970703125, + 2313.630126953125, + 2157.630126953125, + 2165.880126953125, + 2035.650146484375, + 2073.179931640625, + 1949.499755859375, + 1878.739990234375, + 1975.760009765625, + 1897.849853515625, + 1931.959716796875, + 1865.860107421875, + 2032.110107421875, + 2160.409912109375, + 2292.269775390625, + 2386.679931640625, + 2487.999755859375, + 2550.059814453125, + 2372.969970703125, + 2263.309814453125, + 2244.800048828125, + 2134.420166015625, + 2017.179931640625, + 1866.139892578125, + 1711.85986328125, + 1671.33984375 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 9.016485273605213e-05, + 8.462400728603825e-05, + 7.769641524646431e-05, + 7.34229470253922e-05, + 7.091956649674103e-05, + 7.239620026666671e-05, + 7.440097397193313e-05, + 7.729558274149895e-05, + 8.75785990501754e-05, + 0.00010009242396336049, + 0.0001177598096546717, + 0.00013360439334064722, + 0.00013102756929583848, + 0.00012490882363636047, + 0.00012123048509238288, + 0.00010502670193091035, + 9.619131742510945e-05, + 8.80734296515584e-05, + 9.244846296496689e-05, + 9.996529843192548e-05, + 0.00011062383418902755, + 0.00014441710663959384, + 0.00021274331083986908, + 0.0005415611667558551, + -0.0007884580409154296, + -0.00022173959587235004, + -0.00012418199912644923, + -7.761709275655448e-05, + -5.625834091915749e-05, + -4.6677749196533114e-05, + -3.878494680975564e-05, + -3.3794793125707656e-05, + -3.01108793792082e-05, + -2.7950361982220784e-05, + -2.6603674996295013e-05, + -2.5460107281105593e-05, + -2.3789951228536665e-05, + -2.151540684280917e-05, + -1.975330633285921e-05, + -1.8183929569204338e-05, + -1.6771235095802695e-05, + -1.554854679852724e-05, + -1.453887398383813e-05, + -1.3710587154491805e-05, + -1.3107714949001092e-05, + -1.2573129424708895e-05, + -1.2001125469396356e-05, + -1.1394933608244173e-05, + -1.0850619219127111e-05, + -1.023741060635075e-05, + -9.600219527783338e-06, + -9.014485840452835e-06, + -8.43361431179801e-06, + -7.896028364484664e-06, + -7.370297225861577e-06, + -6.873006896057632e-06, + -6.370788923959481e-06, + -5.995076662657084e-06, + -5.672187853633659e-06, + -5.38620679435553e-06, + -5.141825113241794e-06, + -4.939534392178757e-06, + -4.8009806050686166e-06, + -4.6904542614356615e-06, + -4.5855708776798565e-06, + -4.46964213551837e-06, + -4.343316049926216e-06, + -4.198186161374906e-06, + -4.0610607356939e-06, + -3.917548838217044e-06, + -3.7508025343413465e-06, + -3.568030479073059e-06, + -3.4277895792911295e-06, + -3.2846442081790883e-06, + -3.1564111395709915e-06, + -3.037405804207083e-06, + -2.9061320674372837e-06, + -2.789915924950037e-06, + -2.69417546405748e-06, + -2.606197085697204e-06, + -2.517779648769647e-06, + -2.4436014882667223e-06, + -2.3631241674593184e-06, + -2.2899794203112833e-06, + -2.237488615719485e-06, + -2.1884634406887926e-06, + -2.1407788608485134e-06, + -2.1019302494096337e-06, + -2.056428229479934e-06, + -2.008287083299365e-06, + -1.950339310496929e-06, + -1.8915803821073496e-06, + -1.8208293113275431e-06, + -1.7650246491029975e-06, + -1.7076730500775739e-06, + -1.6419540997958393e-06, + -1.5858346387176425e-06, + -1.546484440950735e-06, + -1.506642774984357e-06, + -1.4666795777884545e-06, + -1.4238179346648394e-06, + -1.376387444906868e-06, + -1.3279316135594854e-06, + -1.2769534123435733e-06, + -1.2245199059179868e-06, + -1.1736196938727517e-06, + -1.1277439853074611e-06, + -1.0818462214956526e-06, + -1.0397573078080313e-06, + -1.0043650036095642e-06, + -9.688825457487837e-07, + -9.382962389281602e-07, + -9.102550393436104e-07, + -8.842717988954973e-07, + -8.597472742621903e-07, + -8.342768182956206e-07, + -8.112293130579928e-07, + -7.808474151715927e-07, + -7.514308322242869e-07, + -7.205568408608087e-07, + -6.916072265994444e-07, + -6.64136791783676e-07, + -6.376768055815774e-07, + -6.102025054133264e-07, + -5.798422648695123e-07, + -5.558366638069856e-07, + -5.345513045540429e-07, + -5.14747625857126e-07, + -4.95951042012166e-07, + -4.779436721946695e-07, + -4.60459631312915e-07, + -4.435360949628375e-07, + -4.306172058932134e-07, + -4.1705385456225486e-07, + -4.0417302216155804e-07, + -3.9035776921991783e-07, + -3.754146860046603e-07, + -3.6170209227748273e-07, + -3.487425317416637e-07, + -3.3544174016242323e-07, + -3.227327169952332e-07, + -3.1030316449687234e-07, + -2.989052916291257e-07, + -2.883238892081863e-07, + -2.7817395675810985e-07, + -2.7035014227294596e-07, + -2.6392606855552003e-07, + -2.580281943664886e-07, + -2.5227538458238996e-07, + -2.462616635057202e-07, + -2.399570746547397e-07, + -2.3318300179653306e-07, + -2.244656513994414e-07, + -2.16755481119435e-07, + -2.091093875833394e-07, + -2.0120540966672706e-07, + -1.9393615957596921e-07, + -1.88001749279465e-07, + -1.8271434498728922e-07, + -1.776625566662915e-07, + -1.724734914887449e-07, + -1.6670028912812995e-07, + -1.6090024246295798e-07, + -1.546701042798304e-07, + -1.4737439357759285e-07, + -1.4059865804938454e-07, + -1.3480385518960247e-07, + -1.283172963439938e-07, + -1.214621079270728e-07, + -1.1402580213371039e-07, + -1.077289510931223e-07, + -1.0197707922543486e-07, + -9.658945998580748e-08, + -9.099262854306289e-08, + -8.567084108790368e-08, + -8.084745672931604e-08, + -7.543086155692436e-08, + -7.021927217465418e-08, + -6.540518171505028e-08, + -6.046056455488724e-08, + -5.5299331336300384e-08, + -5.0386120165057946e-08, + -4.5646270763199936e-08, + -4.2108695197384804e-08, + -3.815883786728591e-08, + -3.418418259570899e-08, + -3.0287463204103915e-08, + -2.7223560294942217e-08, + -2.434062373879442e-08, + -2.1413736561726182e-08, + -1.8249423305860546e-08, + -1.4715482166138827e-08, + -1.1669837540750905e-08, + -8.731024792041353e-09, + -4.813089926614111e-09, + -7.59474150235917e-10, + 3.2599172250513675e-09, + 6.995006351928623e-09, + 1.02617994102161e-08, + 1.3811169097266429e-08, + 1.7213530156823253e-08, + 2.0253288823823823e-08, + 2.323633374601286e-08, + 2.5905501743750392e-08, + 2.9310617932765126e-08, + 3.2779574610231066e-08, + 3.580776564149346e-08, + 3.915938151521914e-08, + 4.239392836780098e-08, + 4.5161041128949364e-08, + 4.7809660230768714e-08, + 5.023321136832237e-08, + 5.233519573266676e-08, + 5.470679198538164e-08, + 5.646461431751959e-08, + 5.8889032317210876e-08, + 6.136033192660761e-08, + 6.375846339778946e-08, + 6.642246574983801e-08, + 6.878384084529898e-08, + 7.082989128548434e-08, + 7.321806805293818e-08, + 7.536460344681473e-08, + 7.752824870976838e-08, + 7.958928449625091e-08, + 8.178606236697306e-08, + 8.429901754425373e-08, + 8.661699979484183e-08, + 8.867559841974071e-08, + 9.074508966477879e-08, + 9.299851200239573e-08, + 9.48503782183252e-08, + 9.664923794616698e-08, + 9.833422609517584e-08, + 1.0000738370763429e-07, + 1.0177701170732689e-07, + 1.0368594161036526e-07, + 1.0559450203118104e-07, + 1.0768919622705653e-07, + 1.0975716691064008e-07, + 1.1177817782481725e-07, + 1.1397635546472884e-07, + 1.158445144255893e-07, + 1.1742918815116354e-07, + 1.1924977627586486e-07, + 1.2110639602269657e-07, + 1.2288303707919113e-07, + 1.2452220232717082e-07, + 1.262040001392961e-07, + 1.2814412286843435e-07, + 1.2991338849133172e-07, + 1.3145884736331936e-07, + 1.329723318121978e-07, + 1.3471374415985338e-07, + 1.3649888330746762e-07, + 1.3824902111991832e-07, + 1.3996020697959466e-07, + 1.4166988648867118e-07, + 1.4357591737734765e-07, + 1.4545690874001593e-07, + 1.470514519041899e-07, + 1.4844287932191946e-07, + 1.4977479168010177e-07, + 1.5102962436230882e-07, + 1.521612773558445e-07, + 1.5329597147228924e-07, + 1.5434972056027618e-07, + 1.5540142328518414e-07, + 1.5650471141270828e-07, + 1.5759960092509573e-07, + 1.5863562907725282e-07, + 1.5972908329331403e-07, + 1.6078992359780386e-07, + 1.6176116446331434e-07, + 1.6286135462451057e-07, + 1.640375444367237e-07, + 1.652338141866494e-07, + 1.664643889398576e-07, + 1.676120433558026e-07, + 1.6871767627435474e-07, + 1.6992183304864739e-07, + 1.7101851312872896e-07, + 1.7208294877946173e-07, + 1.7298643228969013e-07, + 1.7381353245582432e-07, + 1.745603270819629e-07, + 1.7536842733534286e-07, + 1.7610781810617482e-07, + 1.7681060171526042e-07, + 1.7748556047081365e-07, + 1.7817870912040235e-07, + 1.7886236491904128e-07, + 1.7954697284494614e-07, + 1.8029554382792412e-07, + 1.8094837628268579e-07, + 1.8161652803883044e-07, + 1.823242428145022e-07, + 1.829765352567847e-07, + 1.836197753846136e-07, + 1.8425539849431516e-07, + 1.8489959074940998e-07, + 1.8558384340394696e-07, + 1.8626928977028e-07, + 1.86889522524325e-07, + 1.874834936188563e-07, + 1.8819747538145748e-07, + 1.8881351593336149e-07, + 1.8931490330942324e-07, + 1.8975079285610263e-07, + 1.9017015517874825e-07, + 1.9069292989115638e-07, + 1.9121088712381606e-07, + 1.917423588793099e-07, + 1.9235825732266676e-07, + 1.9304100362660392e-07, + 1.9380692606318917e-07, + 1.946396679386453e-07, + 1.9542497398106207e-07, + 1.9614812174495455e-07, + 1.9677764839798328e-07, + 1.973677115074679e-07, + 1.9793610306351184e-07, + 1.9841110088236746e-07, + 1.98891541458579e-07, + 1.9936895512273622e-07, + 1.9986067911759164e-07, + 2.003268235739597e-07, + 2.007730870445812e-07, + 2.0124562638557109e-07, + 2.017166877976706e-07, + 2.0218217855472176e-07, + 2.0266959666059847e-07, + 2.031259924706319e-07, + 2.0363992803140718e-07, + 2.04078190790824e-07, + 2.0450853810416447e-07, + 2.0500193897987629e-07, + 2.0547818735394685e-07, + 2.059514230268178e-07, + 2.0636791475681093e-07, + 2.067473303668521e-07, + 2.0714618642614369e-07, + 2.075016141134256e-07, + 2.078459857557391e-07, + 2.081654173480274e-07, + 2.0851490489803837e-07, + 2.0891172880510567e-07, + 2.0932897371039871e-07, + 2.0972973402422213e-07, + 2.1012010620324872e-07, + 2.1050760778962285e-07, + 2.1087187462853763e-07, + 2.1121701365700574e-07, + 2.1152774820620834e-07, + 2.118288051633499e-07, + 2.1210593104115105e-07, + 2.1234558289506822e-07, + 2.1258482263419864e-07, + 2.1282228601648967e-07, + 2.1305977782049013e-07, + 2.1331058519535873e-07, + 2.1358906110435782e-07, + 2.1386632909070613e-07, + 2.141459845006466e-07, + 2.144367243772649e-07, + 2.1473682920714054e-07, + 2.150338644923977e-07, + 2.1529348259718972e-07, + 2.1549544726440217e-07, + 2.1569107389041164e-07, + 2.1584216369774367e-07, + 2.1597395516437246e-07, + 2.1611180045510991e-07, + 2.1624587986934785e-07, + 2.1638543046265113e-07, + 2.1652444104347524e-07, + 2.1666738803105545e-07, + 2.1681860573607992e-07, + 2.169656312389634e-07, + 2.1712158115860802e-07, + 2.172657076471296e-07, + 2.174201370053197e-07, + 2.1756271451067732e-07, + 2.1768921953935205e-07, + 2.1782460635222378e-07, + 2.1793746896037192e-07, + 2.1804977734518616e-07, + 2.1814473427639314e-07, + 2.1824139651016594e-07, + 2.1833281493854884e-07, + 2.1841444208803296e-07, + 2.1849136544460634e-07, + 2.1856359921912372e-07, + 2.186397694003972e-07, + 2.1873189837151585e-07, + 2.1883619183427072e-07, + 2.1894298640745546e-07, + 2.190482888408951e-07, + 2.1914986803039938e-07, + 2.192582400084575e-07, + 2.193620076695879e-07, + 2.194583714754117e-07, + 2.1953771067728667e-07, + 2.1961166396522458e-07, + 2.1968884311718284e-07, + 2.1975949948682683e-07, + 2.1982216935612087e-07, + 2.1987776221976674e-07, + 2.1993790255692147e-07, + 2.2001115951297834e-07, + 2.200960125264828e-07, + 2.2018316769845114e-07, + 2.2026830492904992e-07, + 2.203455125027176e-07, + 2.2041938052552723e-07, + 2.204840399144814e-07, + 2.2054248915992503e-07, + 2.2059306559185643e-07, + 2.2064608629079885e-07, + 2.2069552585435304e-07, + 2.20745775436626e-07, + 2.2079483130710287e-07, + 2.2083888495672e-07, + 2.208781495482981e-07, + 2.209180678391931e-07, + 2.2095775875641266e-07, + 2.209982739032057e-07, + 2.2103770902504039e-07, + 2.2107101926849282e-07, + 2.211052105849376e-07, + 2.211381087136033e-07, + 2.2116586251286208e-07, + 2.2118931042314216e-07, + 2.212110388200017e-07, + 2.2123292353626312e-07, + 2.2125306031739456e-07, + 2.2126923227006046e-07, + 2.2128493526452075e-07, + 2.213011498497508e-07, + 2.2131553123472258e-07, + 2.2132898891413788e-07, + 2.2134240396098903e-07, + 2.213548100371554e-07, + 2.2136606503408984e-07, + 2.2137548683076602e-07, + 2.2138212329991802e-07, + 2.2138718236419663e-07, + 2.213905077042e-07, + 2.2139251143471483e-07, + 2.213933214534336e-07, + 2.2139290933864686e-07, + 2.2139111877095274e-07, + 2.2138756605727394e-07, + 2.2138273436667077e-07, + 2.2137682265110925e-07, + 2.2136913457870833e-07, + 2.2135888855245867e-07, + 2.213479746160374e-07, + 2.2133637855858979e-07, + 2.213216134805407e-07, + 2.2130350885163352e-07, + 2.2128446630631515e-07, + 2.2126491217022703e-07, + 2.2124453380456544e-07, + 2.2122175380445697e-07, + 2.2119979803392198e-07, + 2.211769185578305e-07, + 2.2115304432190896e-07, + 2.2112925535111572e-07, + 2.2110454267476598e-07, + 2.2107627728473744e-07, + 2.2104607921846764e-07, + 2.2101502850091492e-07, + 2.2098232932421524e-07, + 2.2094248208759382e-07, + 2.2089948004122562e-07, + 2.2085994544340792e-07, + 2.2082537043388584e-07, + 2.2078702954786422e-07, + 2.207520424235554e-07, + 2.2072626393310202e-07, + 2.2069629324050766e-07, + 2.2066326721414953e-07, + 2.206283795658237e-07, + 2.2058642912270443e-07, + 2.2054449289043987e-07, + 2.204990039444965e-07, + 2.2045146863547416e-07, + 2.2040704550363444e-07, + 2.2036141444914392e-07, + 2.2031713342585135e-07, + 2.2027430190973973e-07, + 2.2022797452336818e-07, + 2.2017933076767804e-07, + 2.2013443867763272e-07, + 2.2008732969425182e-07, + 2.2003698063599586e-07, + 2.1998356203312142e-07, + 2.199392383772647e-07, + 2.1989787057918875e-07, + 2.1985265163948498e-07, + 2.198073474346529e-07, + 2.1976401853862626e-07, + 2.1971705166379252e-07, + 2.1966788210647792e-07, + 2.1961307083984138e-07, + 2.1955146678465098e-07, + 2.1948646633518365e-07, + 2.1942096850580128e-07, + 2.1935493066393974e-07, + 2.1929007232301956e-07, + 2.19221391262181e-07, + 2.1915610659561935e-07, + 2.1910160796778655e-07, + 2.1904381242165982e-07, + 2.1897633928347204e-07, + 2.189146925957175e-07, + 2.188606629260903e-07, + 2.1881020018099662e-07, + 2.1875212041777559e-07, + 2.186880152521553e-07, + 2.1861968946268462e-07, + 2.1856075704818068e-07, + 2.1849317022315518e-07, + 2.1843020192591212e-07, + 2.1836822838849912e-07, + 2.1830673802014644e-07, + 2.1825118778906472e-07, + 2.1818523521233146e-07, + 2.1811256090131792e-07, + 2.1804014238568925e-07, + 2.1795435145577358e-07, + 2.1785507442473317e-07, + 2.1775875325147354e-07, + 2.1765586666333547e-07, + 2.1755789703092887e-07, + 2.1746767231434205e-07, + 2.1738010502758698e-07, + 2.1729582044827112e-07, + 2.1721228904425516e-07, + 2.1713279352297832e-07, + 2.170553727864899e-07, + 2.1698411956094787e-07, + 2.1690129869966768e-07, + 2.1681553619146143e-07, + 2.167340937830886e-07, + 2.1664438065727154e-07, + 2.1655203852333216e-07, + 2.164603785104191e-07, + 2.1635349867210607e-07, + 2.1624997259550582e-07, + 2.1613612943838234e-07, + 2.1601881883270835e-07, + 2.1590830101558822e-07, + 2.1579018039119546e-07, + 2.156725145141536e-07, + 2.155567102590794e-07, + 2.1545888273521996e-07, + 2.1536266103794333e-07, + 2.1527306159896398e-07, + 2.1518776804896333e-07, + 2.150946301071599e-07, + 2.1500240166005824e-07, + 2.1491575807885965e-07, + 2.1481919532106986e-07, + 2.147267821328569e-07, + 2.1462643928771286e-07, + 2.1453996623677085e-07, + 2.144651318758406e-07, + 2.1438583530652977e-07, + 2.1430690821944154e-07, + 2.1423144858090382e-07, + 2.1416641970972705e-07, + 2.141018740076106e-07, + 2.14028105460784e-07, + 2.1396115812422067e-07, + 2.1388231630226073e-07, + 2.138005896767936e-07, + 2.13715694030725e-07, + 2.136267056584984e-07, + 2.1355057810978906e-07, + 2.1345942968764575e-07, + 2.1336980182695697e-07, + 2.1327470278720284e-07, + 2.1316751031008607e-07, + 2.130625489371596e-07, + 2.129396250438731e-07, + 2.1282438922298752e-07, + 2.1271627304031426e-07, + 2.126159017734608e-07, + 2.1251534576549602e-07, + 2.1242654213438072e-07, + 2.1234100699984992e-07, + 2.1225757507181697e-07, + 2.1216834511506022e-07, + 2.1206965072906314e-07, + 2.1196899524511537e-07, + 2.1185111620525277e-07, + 2.117300823556434e-07, + 2.1160508367756847e-07, + 2.114726385116228e-07, + 2.113534662839811e-07, + 2.1124597537891532e-07, + 2.111408861082964e-07, + 2.1104033010033163e-07, + 2.1093835300689534e-07, + 2.1083963019918883e-07, + 2.1073211087241361e-07, + 2.106215930552935e-07, + 2.1052571241853002e-07, + 2.1043817355348438e-07, + 2.1034188080193417e-07, + 2.102445932905539e-07, + 2.1015647178046493e-07, + 2.1007274142448296e-07, + 2.0998679417516541e-07, + 2.0989925531011977e-07, + 2.0981129011943267e-07, + 2.0972412073660962e-07, + 2.096370650406243e-07, + 2.0954351498403412e-07, + 2.0944644063547457e-07, + 2.0934675148964743e-07, + 2.0924051113979658e-07, + 2.0912473530643183e-07, + 2.0901690334085288e-07, + 2.0892106533665356e-07, + 2.0882748685835395e-07, + 2.0873730477433128e-07, + 2.0865032013261953e-07, + 2.0856333549090778e-07, + 2.084749297637245e-07, + 2.083856571744036e-07, + 2.0829547509038093e-07, + 2.081930006170296e-07, + 2.0810574596907827e-07, + 2.0802764311156352e-07, + 2.0794745125840564e-07, + 2.0784951004770846e-07, + 2.0775031828179635e-07, + 2.0765499186836678e-07, + 2.0755771856784122e-07, + 2.0745950735090446e-07, + 2.0736284511713166e-07, + 2.0727480887217098e-07, + 2.07186587886099e-07, + 2.0709572368105e-07, + 2.069943860760759e-07, + 2.0689178370503214e-07, + 2.0678167800269875e-07, + 2.066688864488242e-07, + 2.065547448637517e-07, + 2.0644328913022036e-07, + 2.0634344366499136e-07, + 2.062430013438643e-07, + 2.0615846096916357e-07, + 2.0606542250334314e-07, + 2.0596748129264597e-07, + 2.0587694393725542e-07, + 2.0577327575210802e-07, + 2.0566713487824018e-07, + 2.055466694628194e-07, + 2.0542910306176054e-07, + 2.0531419409053342e-07, + 2.051843210892912e-07, + 2.050481242577007e-07, + 2.0491890495577536e-07, + 2.047859197773505e-07, + 2.0465253669499361e-07, + 2.0451022919587558e-07, + 2.043817062258313e-07, + 2.0424940316843276e-07, + 2.041163327248796e-07, + 2.0398425704115652e-07, + 2.038437401097326e-07, + 2.037015462974523e-07, + 2.0356819163680484e-07, + 2.0342916684512602e-07, + 2.033028465575626e-07, + 2.0319350824138382e-07, + 2.030983239365014e-07, + 2.0301757786000962e-07, + 2.0292965530188667e-07, + 2.028428411904315e-07, + 2.0274167411571398e-07, + 2.0264052125185117e-07, + 2.0252355170669034e-07, + 2.0242291043359728e-07, + 2.0233017039572587e-07, + 2.0223674823682813e-07, + 2.0215223628383683e-07, + 2.0207093598401116e-07, + 2.0197700223434367e-07, + 2.0186683968859143e-07, + 2.017410025700883e-07, + 2.01611882744146e-07, + 2.0148584667367686e-07, + 2.0136901923706318e-07, + 2.0125794719660917e-07, + 2.0115632537454076e-07, + 2.0106516274154274e-07, + 2.0097479591640877e-07, + 2.0088080532332242e-07, + 2.0076362261534086e-07, + 2.0065404271463194e-07, + 2.0051493265782483e-07, + 2.0037060721733724e-07, + 2.002305450332642e-07, + 2.000769541155023e-07, + 1.9992819488834357e-07, + 1.9978337206794095e-07, + 1.9964616626566567e-07, + 1.9951302476783894e-07, + 1.9936953776777955e-07, + 1.992445106679952e-07, + 1.9911641402359237e-07, + 1.9899133008038916e-07, + 1.988642281958164e-07, + 1.9874613599313307e-07, + 1.9862552846916515e-07, + 1.9850762100759312e-07, + 1.9838424236695573e-07, + 1.982565152047755e-07, + 1.981415493901295e-07, + 1.9802078554675973e-07, + 1.979041002186932e-07, + 1.9777684201471857e-07, + 1.9765978720442945e-07, + 1.9752928892557975e-07, + 1.9739329104595527e-07, + 1.9725808897419483e-07, + 1.971282159729526e-07, + 1.9699577080700692e-07, + 1.9685829499849206e-07, + 1.9673257156682666e-07, + 1.9660156169720722e-07, + 1.9645624149688956e-07, + 1.9630059000519395e-07, + 1.9615232815795025e-07, + 1.9601961298576498e-07, + 1.9589730015923124e-07, + 1.9577601051423699e-07, + 1.9566753906019585e-07, + 1.955684041377026e-07, + 1.954553852101526e-07, + 1.9534176942670456e-07, + 1.9522714467257174e-07, + 1.9511563209562155e-07, + 1.9501261760979105e-07, + 1.9491349689815252e-07, + 1.948196199919039e-07, + 1.9473169743378094e-07, + 1.9462909506273718e-07, + 1.945238636835711e-07, + 1.9441891652149934e-07, + 1.9431300302130694e-07, + 1.9419961461153434e-07, + 1.9409091578381776e-07, + 1.9398922290747578e-07, + 1.938867058015603e-07, + 1.93784330804192e-07, + 1.936810321012672e-07, + 1.9358645886313752e-07, + 1.9349214142039273e-07, + 1.9340313883731142e-07, + 1.9330747136336868e-07, + 1.9320516742027394e-07, + 1.9309533172418014e-07, + 1.9298360598440922e-07, + 1.9286714803001814e-07, + 1.9274050089279626e-07, + 1.925995718465856e-07, + 1.9245656801558653e-07, + 1.9232049908168847e-07, + 1.9219079661070282e-07, + 1.9206929380288784e-07, + 1.9195805123217724e-07, + 1.9185881683370098e-07, + 1.9175773502411175e-07, + 1.9165705111845455e-07, + 1.915418437192784e-07, + 1.9142169094266137e-07, + 1.9129858230826358e-07, + 1.911727736114699e-07, + 1.9105412718545267e-07, + 1.90926172649597e-07, + 1.9082115443325165e-07, + 1.9071863732733618e-07, + 1.9061529599184723e-07, + 1.905023339077161e-07, + 1.9038785126213043e-07, + 1.9027062592158472e-07, + 1.9015175212189206e-07, + 1.90035493119467e-07, + 1.8992660955063911e-07, + 1.8981162952513841e-07, + 1.8969875270613556e-07, + 1.8959957515107817e-07, + 1.8950015601149062e-07, + 1.8939621782010363e-07, + 1.8929132750145072e-07, + 1.8919391209237801e-07, + 1.8909464927219233e-07, + 1.8899173426234483e-07, + 1.8886824193486973e-07, + 1.887433285219231e-07, + 1.886194667122254e-07, + 1.8849108585072827e-07, + 1.883709899175301e-07, + 1.882535940467278e-07, + 1.8814436941738677e-07, + 1.8803621060214937e-07, + 1.8793843992170878e-07, + 1.8781923927235766e-07, + 1.8769871701351803e-07, + 1.8756610131731577e-07, + 1.8744223950761807e-07, + 1.8731506656877173e-07, + 1.8718196770350914e-07, + 1.8706224125253357e-07, + 1.869480286131875e-07, + 1.868325796294812e-07, + 1.867205980943254e-07, + 1.8660433909190033e-07, + 1.8648245259100804e-07, + 1.8635263643318467e-07, + 1.862098173432969e-07, + 1.8606841933888063e-07, + 1.8591907746667857e-07, + 1.857665523630203e-07, + 1.8561783576842572e-07, + 1.8547390823187015e-07, + 1.8532847434471478e-07, + 1.851849162903818e-07, + 1.8503415333270823e-07, + 1.8488746889033791e-07, + 1.8474464980045013e-07, + 1.8460970352407458e-07, + 1.8447104821461835e-07, + 1.8434730009175837e-07, + 1.8423928338506812e-07, + 1.8412642077691999e-07, + 1.840173382561261e-07, + 1.8390943523627357e-07, + 1.8380235644599452e-07, + 1.8370229781794478e-07, + 1.8360222497904033e-07, + 1.8349678043705353e-07, + 1.8340293195251434e-07, + 1.832990363936915e-07, + 1.831973293064948e-07, + 1.8309296478946635e-07, + 1.829948672593673e-07, + 1.828944675708044e-07, + 1.827799422926546e-07, + 1.8267135715177574e-07, + 1.825685842504754e-07, + 1.824624007440434e-07, + 1.823511581733328e-07, + 1.82225704747907e-07, + 1.8210891994385747e-07, + 1.8199028772869497e-07, + 1.8186918282481201e-07, + 1.8173534499510424e-07, + 1.8159782655402523e-07, + 1.8146994307244313e-07, + 1.813494208136035e-07, + 1.8122915435014875e-07, + 1.8110146982053266e-07, + 1.8097891540946875e-07, + 1.8086561226482445e-07, + 1.807581497814681e-07, + 1.8065563267555262e-07, + 1.8054655015475873e-07, + 1.8044693206320517e-07, + 1.8035353832601686e-07, + 1.8025687609224406e-07, + 1.801463298534145e-07, + 1.800215443381603e-07, + 1.7989462719469884e-07, + 1.797592403818271e-07, + 1.796199455839087e-07, + 1.7948558195257647e-07, + 1.7935309415406664e-07, + 1.7922151585025858e-07, + 1.7909185601183708e-07, + 1.7897160375923704e-07, + 1.7884688929825643e-07, + 1.7872523017103958e-07, + 1.7859780143680837e-07, + 1.784673315796681e-07, + 1.7834793197835097e-07, + 1.782267986527586e-07, + 1.781137797252086e-07, + 1.7799061424739193e-07, + 1.7788141803976032e-07, + 1.777808051883767e-07, + 1.7767993654160819e-07, + 1.775768510015041e-07, + 1.7746333469403908e-07, + 1.773597801957294e-07, + 1.7725092504861095e-07, + 1.7713070121772034e-07, + 1.7700459409297764e-07, + 1.7688354603251355e-07, + 1.7676597963145468e-07, + 1.766520512092029e-07, + 1.7653665906891547e-07, + 1.764159094364004e-07, + 1.7629861304158112e-07, + 1.761781049935962e-07, + 1.7604490665235062e-07, + 1.758998990908367e-07, + 1.7575375466094556e-07, + 1.7562143739269231e-07, + 1.7549351127854607e-07, + 1.7536882523927488e-07, + 1.752400180521363e-07, + 1.7511688099602907e-07, + 1.750047289306167e-07, + 1.7489112735802337e-07, + 1.747778526350885e-07, + 1.746708306882283e-07, + 1.7456868306453543e-07, + 1.7447230504785693e-07, + 1.7438114241485891e-07, + 1.7428675391784054e-07, + 1.741920101494543e-07, + 1.740940547279024e-07, + 1.7400152785285172e-07, + 1.7390875939327088e-07, + 1.738157635600146e-07, + 1.7371795024700987e-07, + 1.7360649451347854e-07, + 1.7350085101952573e-07, + 1.733845351736818e-07, + 1.7326888723800948e-07, + 1.7314408751190058e-07, + 1.7301751142895228e-07, + 1.7289080744831153e-07, + 1.7277763220135967e-07, + 1.7266606278099061e-07, + 1.725644409589222e-07, + 1.7247442940515612e-07, + 1.7238377836292784e-07, + 1.722867040143683e-07, + 1.7218235370819457e-07, + 1.7208307667715417e-07, + 1.719702709124249e-07, + 1.7184957812332868e-07, + 1.7173093169731146e-07, + 1.716197175483103e-07, + 1.715196162876964e-07, + 1.7141829289357702e-07, + 1.7132458651758498e-07, + 1.712304822376609e-07, + 1.7113573846927466e-07, + 1.710326671400253e-07, + 1.709274215500045e-07, + 1.7082568604109838e-07, + 1.707277448304012e-07, + 1.706163175185793e-07, + 1.70502815421969e-07, + 1.7038922806023038e-07, + 1.7028023080456478e-07, + 1.7017671893881925e-07, + 1.700655332115275e-07, + 1.6994921736568358e-07, + 1.6983810269266542e-07, + 1.6972454375263624e-07, + 1.696108284932052e-07, + 1.6948382608461543e-07, + 1.693446876060989e-07, + 1.6921210033160605e-07, + 1.6908256839087699e-07, + 1.6896203192118264e-07, + 1.6884129649952229e-07, + 1.6872803598744213e-07, + 1.6861289964253956e-07, + 1.6850482609243045e-07, + 1.6840084526847932e-07, + 1.6829166327170242e-07, + 1.681869576941608e-07, + 1.680805610249081e-07, + 1.6797794444300962e-07, + 1.6786638923349528e-07, + 1.6774802702457237e-07, + 1.6762268728598428e-07, + 1.6749251585679303e-07, + 1.673571290439213e-07, + 1.6721872952984995e-07, + 1.670902491923698e-07, + 1.6696799320925493e-07, + 1.668470019922097e-07, + 1.6673217828611087e-07, + 1.666238773623263e-07, + 1.66523847155986e-07, + 1.6643221556478238e-07, + 1.6634284349947848e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.006958753801882267, + 0.006497927941381931, + 0.005934045650064945, + 0.005590964574366808, + 0.005391890648752451, + 0.005508510861545801, + 0.0056660654954612255, + 0.005891968961805105, + 0.00669280206784606, + 0.007665873505175114, + 0.009038127958774567, + 0.010267790406942368, + 0.010067935101687908, + 0.009593640454113483, + 0.009308664128184319, + 0.008053899742662907, + 0.007370427716523409, + 0.006742735393345356, + 0.007080873474478722, + 0.007661609910428524, + 0.008484800346195698, + 0.01109404768794775, + 0.016368644312024117, + 0.041749466210603714, + -0.0609029158949852, + -0.01716185174882412, + -0.009631435386836529, + -0.006036621052771807, + -0.004387385211884975, + -0.0036474152002483606, + -0.003037621034309268, + -0.0026519536040723324, + -0.0023671353701502085, + -0.0021999613381922245, + -0.0020957200322300196, + -0.0020071680191904306, + -0.001877791597507894, + -0.0017015293706208467, + -0.001564923208206892, + -0.0014432069147005677, + -0.0013335947878658772, + -0.0012386372545734048, + -0.0011601883452385664, + -0.0010958034545183182, + -0.0010489190462976694, + -0.0010073257144540548, + -0.000962800404522568, + -0.0009155916050076485, + -0.0008731813868507743, + -0.0008253802079707384, + -0.0007756593404337764, + -0.0007299315184354782, + -0.0006845605676062405, + -0.0006425488973036408, + -0.0006014418322592974, + -0.0005625373451039195, + -0.0005232250550761819, + -0.0004937980556860566, + -0.0004684777813963592, + -0.0004460383497644216, + -0.00042685141670517623, + -0.00041095935739576817, + -0.0004000677727162838, + -0.0003913739637937397, + -0.00038311892421916127, + -0.0003739889070857316, + -0.00036403388367034495, + -0.000352583039784804, + -0.00034175714245066047, + -0.00033042015274986625, + -0.0003172395518049598, + -0.00030278312624432147, + -0.0002916836820077151, + -0.0002803470124490559, + -0.0002701847115531564, + -0.0002607415081001818, + -0.0002503179421182722, + -0.00024108387879095972, + -0.0002334716118639335, + -0.00022647171863354743, + -0.00021943205501884222, + -0.00021352201292756945, + -0.00020710562239401042, + -0.00020126976596657187, + -0.0001970761368284002, + -0.0001931566366693005, + -0.00018934167746920139, + -0.0001862314238678664, + -0.00018258599448017776, + -0.00017872641910798848, + -0.00017407738778274506, + -0.00016935993335209787, + -0.0001636721135582775, + -0.00015918270219117403, + -0.00015456553956028074, + -0.00014927092706784606, + -0.00014474641648121178, + -0.00014157155237626284, + -0.00013835466234013438, + -0.0001351255486952141, + -0.00013165964628569782, + -0.00012781895929947495, + -0.00012389228504616767, + -0.00011975809320574626, + -0.00011550259659998119, + -0.00011136832472402602, + -0.00010763922182377428, + -0.0001039053313434124, + -0.00010047852265415713, + -9.759261592989787e-05, + -9.469698852626607e-05, + -9.21988466870971e-05, + -8.990666538011283e-05, + -8.778092887951061e-05, + -8.577283006161451e-05, + -8.368548878934234e-05, + -8.179508586181328e-05, + -7.930094579933211e-05, + -7.688228652114049e-05, + -7.434156577801332e-05, + -7.195709622465074e-05, + -6.969243986532092e-05, + -6.750909960828722e-05, + -6.52399830869399e-05, + -6.273018516367301e-05, + -6.074382326914929e-05, + -5.898087329114787e-05, + -5.733786019845866e-05, + -5.577689807978459e-05, + -5.4280011681839824e-05, + -5.282520578475669e-05, + -5.1415634516160935e-05, + -5.0338534492766485e-05, + -4.9206570110982284e-05, + -4.813047416973859e-05, + -4.6974288125056773e-05, + -4.572243778966367e-05, + -4.457249087863602e-05, + -4.348456786829047e-05, + -4.236683525959961e-05, + -4.129770240979269e-05, + -4.025097587145865e-05, + -3.929009835701436e-05, + -3.8397094613173977e-05, + -3.7538928154390305e-05, + -3.6876714148093015e-05, + -3.6332385207060724e-05, + -3.5832101275445893e-05, + -3.53435825672932e-05, + -3.483234468149021e-05, + -3.4295793739147484e-05, + -3.3718650229275227e-05, + -3.2974567147903144e-05, + -3.231572190998122e-05, + -3.166162787238136e-05, + -3.098471279372461e-05, + -3.0361452445504256e-05, + -2.9852064471924677e-05, + -2.9397693651844747e-05, + -2.8963073418708518e-05, + -2.851613135135267e-05, + -2.8017939257551916e-05, + -2.7516854970599525e-05, + -2.697799209272489e-05, + -2.634622978803236e-05, + -2.5758807169040665e-05, + -2.5255834771087393e-05, + -2.4692151782801375e-05, + -2.409572698525153e-05, + -2.344749191252049e-05, + -2.2897922463016585e-05, + -2.2395306586986408e-05, + -2.1923944586887956e-05, + -2.1433679648907855e-05, + -2.0966930605936795e-05, + -2.054336800938472e-05, + -2.0067114746780135e-05, + -1.9608312868513167e-05, + -1.918365524034016e-05, + -1.8746928617474623e-05, + -1.8290487787453458e-05, + -1.785542190191336e-05, + -1.743516440910753e-05, + -1.7121095879701898e-05, + -1.676996544119902e-05, + -1.641616654524114e-05, + -1.6068588593043387e-05, + -1.5794932551216334e-05, + -1.5537098079221323e-05, + -1.5274981706170365e-05, + -1.4991221178206615e-05, + -1.4673885743832216e-05, + -1.4400026884686667e-05, + -1.4135413039184641e-05, + -1.3782154383079614e-05, + -1.3415889952739235e-05, + -1.3052213944320101e-05, + -1.2713790965790395e-05, + -1.2417382095009089e-05, + -1.2094878911739215e-05, + -1.1785293281718623e-05, + -1.1508304851304274e-05, + -1.1236092177568935e-05, + -1.0991990166075993e-05, + -1.0680129889806267e-05, + -1.0361958629800938e-05, + -1.0083804227178916e-05, + -9.77548370428849e-06, + -9.477488674747292e-06, + -9.222173503076192e-06, + -8.97741938388208e-06, + -8.753122529014945e-06, + -8.558144145354163e-06, + -8.337817234860267e-06, + -8.174258255166933e-06, + -7.948323400341906e-06, + -7.717660082562361e-06, + -7.493473731301492e-06, + -7.244035714393249e-06, + -7.022581939963857e-06, + -6.83024836689583e-06, + -6.605391263292404e-06, + -6.40295820630854e-06, + -6.198577466420829e-06, + -6.003567250445485e-06, + -5.795371180283837e-06, + -5.556812084250851e-06, + -5.336392405297374e-06, + -5.140305347595131e-06, + -4.9426971600041725e-06, + -4.72715782962041e-06, + -4.549720415525371e-06, + -4.377062396088149e-06, + -4.215051376377232e-06, + -4.053893462696578e-06, + -3.883141744154273e-06, + -3.6986195937060984e-06, + -3.5136627047904767e-06, + -3.3103003715950763e-06, + -3.109167664661072e-06, + -2.9122395517333644e-06, + -2.697652462302358e-06, + -2.5149399789370364e-06, + -2.359660811634967e-06, + -2.180927367589902e-06, + -1.998306970563135e-06, + -1.8230817886433215e-06, + -1.661100327510212e-06, + -1.4945804878152558e-06, + -1.3021051472605905e-06, + -1.1262278576396056e-06, + -9.722914455778664e-07, + -8.212329021262121e-07, + -6.470711468864465e-07, + -4.6816617782496905e-07, + -2.9226606557131163e-07, + -1.1992021597961866e-07, + 5.263760272100626e-08, + 2.4542541154914943e-07, + 4.36092335576177e-07, + 5.980775199532218e-07, + 7.397397325803468e-07, + 8.756457532399509e-07, + 1.0040760116680758e-06, + 1.1201617553524557e-06, + 1.2368258239803254e-06, + 1.3454151712721796e-06, + 1.4540443089572364e-06, + 1.568270363350166e-06, + 1.681892285887443e-06, + 1.789663315321377e-06, + 1.9036792764381971e-06, + 2.014652864090749e-06, + 2.116502400895115e-06, + 2.232157612525043e-06, + 2.3561094621982193e-06, + 2.4824933007039363e-06, + 2.612829575809883e-06, + 2.734693453021464e-06, + 2.8524013941932935e-06, + 2.9810378237016266e-06, + 3.098500428677653e-06, + 3.2128134535014397e-06, + 3.3101021017500898e-06, + 3.399408115001279e-06, + 3.4802633308572695e-06, + 3.567998874132172e-06, + 3.6484996144281467e-06, + 3.725228680195869e-06, + 3.7991935641912278e-06, + 3.875367383443518e-06, + 3.950714926759247e-06, + 4.0263880691782106e-06, + 4.109375822736183e-06, + 4.181961685389979e-06, + 4.256475222064182e-06, + 4.335641278885305e-06, + 4.408891072671395e-06, + 4.4813482418248896e-06, + 4.553169219434494e-06, + 4.626189365808386e-06, + 4.703995728050359e-06, + 4.782184987561777e-06, + 4.8531660468142945e-06, + 4.9213645070267376e-06, + 5.003612841392169e-06, + 5.07487811773899e-06, + 5.1330775932001416e-06, + 5.183844223211054e-06, + 5.232855073700193e-06, + 5.294162292557303e-06, + 5.355118446459528e-06, + 5.417886768555036e-06, + 5.4908850870560855e-06, + 5.572172085521743e-06, + 5.663695901603205e-06, + 5.763573881267803e-06, + 5.8581167650118005e-06, + 5.945507837168407e-06, + 6.021877197781578e-06, + 6.093739102652762e-06, + 6.1632376855413895e-06, + 6.221546755114105e-06, + 6.28082034381805e-06, + 6.339959327306133e-06, + 6.401125119737117e-06, + 6.459351880039321e-06, + 6.5153335526701994e-06, + 6.574865892616799e-06, + 6.634468263655435e-06, + 6.69362862026901e-06, + 6.755907634214964e-06, + 6.814488642703509e-06, + 6.880757609906141e-06, + 6.937530542927561e-06, + 6.993541319388896e-06, + 7.058064511511475e-06, + 7.120644568203716e-06, + 7.183133220678428e-06, + 7.23840366845252e-06, + 7.2890566116257105e-06, + 7.342579010582995e-06, + 7.390519840555498e-06, + 7.437214208039222e-06, + 7.480758540623356e-06, + 7.528655714850174e-06, + 7.5833395385416225e-06, + 7.641156116733328e-06, + 7.6970582085778e-06, + 7.751825251034461e-06, + 7.806505891494453e-06, + 7.858212484279647e-06, + 7.907498002168722e-06, + 7.952138730615843e-06, + 7.99565896159038e-06, + 8.035970495257061e-06, + 8.071054253377952e-06, + 8.106344466796145e-06, + 8.141601938405074e-06, + 8.177101335604675e-06, + 8.21484445623355e-06, + 8.257042281911708e-06, + 8.299348337459378e-06, + 8.342323781107552e-06, + 8.387331035919487e-06, + 8.434179108007811e-06, + 8.480897122353781e-06, + 8.522044481651392e-06, + 8.554303349228576e-06, + 8.585796422266867e-06, + 8.61031912791077e-06, + 8.631884156784508e-06, + 8.65463061927585e-06, + 8.67694052431034e-06, + 8.700389116711449e-06, + 8.723950486455578e-06, + 8.748399523028638e-06, + 8.77449656400131e-06, + 8.80010975379264e-06, + 8.827533747535199e-06, + 8.853117833496071e-06, + 8.880804671207443e-06, + 8.906623406801373e-06, + 8.929792784329038e-06, + 8.954843906394672e-06, + 8.975953278422821e-06, + 8.997189070214517e-06, + 9.015340765472502e-06, + 9.034026334120426e-06, + 9.05190063349437e-06, + 9.068053259397857e-06, + 9.083477380045224e-06, + 9.0981366156484e-06, + 9.113790838455316e-06, + 9.132965715252794e-06, + 9.154958206636366e-06, + 9.177782885672059e-06, + 9.200597560266033e-06, + 9.222917469742242e-06, + 9.247073649021331e-06, + 9.270574992115144e-06, + 9.292731192545034e-06, + 9.311256690125447e-06, + 9.32880266191205e-06, + 9.347418199467938e-06, + 9.364746802020818e-06, + 9.380385563417803e-06, + 9.394509106641635e-06, + 9.410088750883006e-06, + 9.429422789253294e-06, + 9.452252015762497e-06, + 9.476180821366142e-06, + 9.500037776888348e-06, + 9.52213849814143e-06, + 9.54375536821317e-06, + 9.56311578192981e-06, + 9.581038284522947e-06, + 9.596944437362254e-06, + 9.614056580176111e-06, + 9.630429303797428e-06, + 9.647532351664267e-06, + 9.664717254054267e-06, + 9.680614311946556e-06, + 9.695228072814643e-06, + 9.710571248433553e-06, + 9.726377356855664e-06, + 9.74308295553783e-06, + 9.759962267708033e-06, + 9.774787031346932e-06, + 9.79064770945115e-06, + 9.806579328142107e-06, + 9.82066285359906e-06, + 9.83314384939149e-06, + 9.845341992331669e-06, + 9.858335943135899e-06, + 9.871031579677947e-06, + 9.881902769848239e-06, + 9.893221431411803e-06, + 9.905820661515463e-06, + 9.917952411342412e-06, + 9.930415217240807e-06, + 9.944176781573333e-06, + 9.958485861716326e-06, + 9.9732978924294e-06, + 9.987762496166397e-06, + 1.0000099791795947e-05, + 1.0011924132413696e-05, + 1.002251883619465e-05, + 1.003267152555054e-05, + 1.0042693247669376e-05, + 1.0053515325125773e-05, + 1.0064853086078074e-05, + 1.0077605111291632e-05, + 1.0089564057125244e-05, + 1.0100777217303403e-05, + 1.0112516065419186e-05, + 1.0125580047315452e-05, + 1.0137511708308011e-05, + 1.0148592082259711e-05, + 1.0161104000872001e-05, + 1.0174841918342281e-05, + 1.0187916814174969e-05, + 1.0200148608419113e-05, + 1.0211844710283913e-05, + 1.0223916433460545e-05, + 1.0234703040623572e-05, + 1.0245168596156873e-05, + 1.0255371307721362e-05, + 1.026492282107938e-05, + 1.0274246960761957e-05, + 1.028430870064767e-05, + 1.029446593747707e-05, + 1.030435578286415e-05, + 1.0314243809261825e-05, + 1.032569161907304e-05, + 1.033745957101928e-05, + 1.0347794159315526e-05, + 1.0356426173530053e-05, + 1.0365578418713994e-05, + 1.037356832966907e-05, + 1.0379209015809465e-05, + 1.0385499990661629e-05, + 1.0392158401373308e-05, + 1.0398919584986288e-05, + 1.040673305396922e-05, + 1.0414270036562812e-05, + 1.0422147170174867e-05, + 1.0430076144984923e-05, + 1.043722568283556e-05, + 1.0444312465551775e-05, + 1.0450953595864121e-05, + 1.045715998770902e-05, + 1.0463647413416766e-05, + 1.0470249435456935e-05, + 1.0476144780113827e-05, + 1.0482128345756792e-05, + 1.0488322914170567e-05, + 1.0494689377082977e-05, + 1.0499807103769854e-05, + 1.0504435522307176e-05, + 1.0509342246223241e-05, + 1.0514109817449935e-05, + 1.0518545423110481e-05, + 1.0523208402446471e-05, + 1.052794777933741e-05, + 1.0533074600971304e-05, + 1.0538671631366014e-05, + 1.0544407814450096e-05, + 1.0550019396760035e-05, + 1.0555516382737551e-05, + 1.0560760529187974e-05, + 1.0566173841652926e-05, + 1.0571170605544467e-05, + 1.0575226951914374e-05, + 1.0579406989563722e-05, + 1.0584152732917573e-05, + 1.0588367331365589e-05, + 1.0591959835437592e-05, + 1.059522128343815e-05, + 1.0598881999612786e-05, + 1.0602811016724445e-05, + 1.0606882824504282e-05, + 1.061029797710944e-05, + 1.0614106031425763e-05, + 1.061755665432429e-05, + 1.0620859029586427e-05, + 1.0624044989526737e-05, + 1.062684168573469e-05, + 1.0630082215357106e-05, + 1.0633552847139072e-05, + 1.0636916158546228e-05, + 1.0640787877491675e-05, + 1.0645143447618466e-05, + 1.064924981619697e-05, + 1.0653510798874777e-05, + 1.065745254891226e-05, + 1.0660991392796859e-05, + 1.066432650986826e-05, + 1.0667444257705938e-05, + 1.0670442861737683e-05, + 1.0673214092093986e-05, + 1.0675831617845688e-05, + 1.0678169019229244e-05, + 1.0680802915885579e-05, + 1.0683447726478335e-05, + 1.0685893357731402e-05, + 1.0688501788536087e-05, + 1.069110476237256e-05, + 1.0693604963307735e-05, + 1.0696428034862038e-05, + 1.0699073754949495e-05, + 1.0701885912567377e-05, + 1.0704687156248838e-05, + 1.0707249202823732e-05, + 1.0709893103921786e-05, + 1.0712435141613241e-05, + 1.0714848940551747e-05, + 1.0716814358602278e-05, + 1.0718675184762105e-05, + 1.0720342288550455e-05, + 1.072186842066003e-05, + 1.0723470950324554e-05, + 1.072500253940234e-05, + 1.0726382242864929e-05, + 1.0727856533776503e-05, + 1.0729206223913934e-05, + 1.0730608664744068e-05, + 1.0731761904025916e-05, + 1.0732712325989269e-05, + 1.073367184289964e-05, + 1.0734587704064324e-05, + 1.0735418982221745e-05, + 1.0736096555774566e-05, + 1.0736732292571105e-05, + 1.073741714208154e-05, + 1.073800194717478e-05, + 1.0738647688413039e-05, + 1.0739273420767859e-05, + 1.0739880053733941e-05, + 1.0740476682258304e-05, + 1.0740947800513823e-05, + 1.0741468031483237e-05, + 1.0741933692770544e-05, + 1.0742382073658518e-05, + 1.0742835911514703e-05, + 1.0743230632215273e-05, + 1.074363444786286e-05, + 1.0743970960902516e-05, + 1.0744238352344837e-05, + 1.074444026016863e-05, + 1.0744598512246739e-05, + 1.0744699466158636e-05, + 1.0744760402303655e-05, + 1.0744783139671199e-05, + 1.0744772225734778e-05, + 1.0744717656052671e-05, + 1.0744630344561301e-05, + 1.0744480277935509e-05, + 1.0744278370111715e-05, + 1.0744020983111113e-05, + 1.0743697202997282e-05, + 1.0743361599452328e-05, + 1.0743017810455058e-05, + 1.0742642189143226e-05, + 1.0742253834905569e-05, + 1.0741822734416928e-05, + 1.0741369806055445e-05, + 1.0740840480139013e-05, + 1.0740257494035177e-05, + 1.0739717254182324e-05, + 1.0739195204223506e-05, + 1.0738587661762722e-05, + 1.0737943739513867e-05, + 1.073733528755838e-05, + 1.0736732292571105e-05, + 1.0736084732343443e-05, + 1.0735397154348902e-05, + 1.0734679563029204e-05, + 1.0733940143836662e-05, + 1.0733176168287173e-05, + 1.0732327609730419e-05, + 1.0731424481491558e-05, + 1.0730467693065293e-05, + 1.0729417226684745e-05, + 1.072823943104595e-05, + 1.072711074812105e-05, + 1.0726081200118642e-05, + 1.0725050742621534e-05, + 1.0724032108555548e-05, + 1.0723026207415387e-05, + 1.072200211638119e-05, + 1.0720938917074818e-05, + 1.0719841156969778e-05, + 1.0718708836066071e-05, + 1.071739552571671e-05, + 1.0716255019360688e-05, + 1.071521455742186e-05, + 1.0714125892263837e-05, + 1.07127734736423e-05, + 1.0711384675232694e-05, + 1.0710027709137648e-05, + 1.0708619811339304e-05, + 1.0707174624258187e-05, + 1.0705730346671771e-05, + 1.0704394298954867e-05, + 1.0703034604375716e-05, + 1.0701614883146249e-05, + 1.0700014172471128e-05, + 1.0698370715545025e-05, + 1.0696582648961339e-05, + 1.0694727279769722e-05, + 1.0692823707358912e-05, + 1.0690941962820943e-05, + 1.0689235750760417e-05, + 1.068749770638533e-05, + 1.0686017049010843e-05, + 1.0684374501579441e-05, + 1.068262463377323e-05, + 1.0680989362299442e-05, + 1.0679095794330351e-05, + 1.067713583324803e-05, + 1.067488847183995e-05, + 1.0672672033251729e-05, + 1.0670483788999263e-05, + 1.0667991773516405e-05, + 1.0665354238881264e-05, + 1.0662826753105037e-05, + 1.0660201041901018e-05, + 1.0657543498382438e-05, + 1.0654681318555959e-05, + 1.0652073797245976e-05, + 1.0649365322024096e-05, + 1.064661773853004e-05, + 1.0643873793014791e-05, + 1.0640930668159854e-05, + 1.06379275166546e-05, + 1.0635088074195664e-05, + 1.0632104022079147e-05, + 1.0629371899995022e-05, + 1.0626988114381675e-05, + 1.0624897186062299e-05, + 1.0623113666952122e-05, + 1.062115825334331e-05, + 1.0619212844176218e-05, + 1.0616929102980066e-05, + 1.0614630809868686e-05, + 1.0611953257466666e-05, + 1.0609634045977145e-05, + 1.060748218151275e-05, + 1.0605300303723197e-05, + 1.0603318514768034e-05, + 1.0601398571452592e-05, + 1.059916667145444e-05, + 1.0596531865303405e-05, + 1.0593504157441203e-05, + 1.059037913364591e-05, + 1.0587309589027427e-05, + 1.0584447409200948e-05, + 1.0581716196611524e-05, + 1.0579203262750525e-05, + 1.0576935892459005e-05, + 1.0574674888630398e-05, + 1.057231111190049e-05, + 1.0569347068667412e-05, + 1.056656037690118e-05, + 1.0563004252617247e-05, + 1.0559294423728716e-05, + 1.0555682820267975e-05, + 1.0551701052463613e-05, + 1.0547824786044657e-05, + 1.0544032193138264e-05, + 1.0540421499172226e-05, + 1.053689993568696e-05, + 1.0533087333897129e-05, + 1.0529747669352219e-05, + 1.052631614584243e-05, + 1.0522949196456466e-05, + 1.0519513125473168e-05, + 1.0516305337660015e-05, + 1.0513014785829e-05, + 1.0509783351153601e-05, + 1.0506386388442479e-05, + 1.0502854820515495e-05, + 1.0499662494112272e-05, + 1.0496299182705116e-05, + 1.0493036825209856e-05, + 1.0489462511031888e-05, + 1.0486161954759154e-05, + 1.0482466677785851e-05, + 1.0478600415808614e-05, + 1.0474741429788992e-05, + 1.0471018867974635e-05, + 1.0467213542142417e-05, + 1.0463249054737389e-05, + 1.0459608347446192e-05, + 1.045580120262457e-05, + 1.0451562047819607e-05, + 1.0447003660374321e-05, + 1.0442645361763425e-05, + 1.0438730896566994e-05, + 1.0435110198159236e-05, + 1.0431511327624321e-05, + 1.0428280802443624e-05, + 1.0425319487694651e-05, + 1.0421929800941143e-05, + 1.0418511010357179e-05, + 1.0415049473522231e-05, + 1.0411670700705145e-05, + 1.040853931044694e-05, + 1.0405519788037054e-05, + 1.0402651241747662e-05, + 1.039995640894631e-05, + 1.0396800462331157e-05, + 1.0393553566245828e-05, + 1.0390304851171095e-05, + 1.0387016118329484e-05, + 1.0383483640907798e-05, + 1.0380087587691378e-05, + 1.0376904356235173e-05, + 1.0373684744990896e-05, + 1.0370461495767813e-05, + 1.0367198228777852e-05, + 1.0364203262724914e-05, + 1.0361206477682572e-05, + 1.0358369763707742e-05, + 1.0355312952015083e-05, + 1.0352034223615192e-05, + 1.034850902215112e-05, + 1.0344911061110906e-05, + 1.034115302900318e-05, + 1.0337054845876992e-05, + 1.0332481906516477e-05, + 1.0327828022127505e-05, + 1.0323388778488152e-05, + 1.0319145985704381e-05, + 1.0315165127394721e-05, + 1.0311509868188296e-05, + 1.0308242053724825e-05, + 1.0304904208169319e-05, + 1.0301571819582023e-05, + 1.0297747394361068e-05, + 1.0293751074641477e-05, + 1.0289644706062973e-05, + 1.0285438293067273e-05, + 1.0281465620209929e-05, + 1.0277170986228157e-05, + 1.0273637599311769e-05, + 1.027018060995033e-05, + 1.026668724080082e-05, + 1.0262859177601058e-05, + 1.0258971087750979e-05, + 1.02549802249996e-05, + 1.0250929335597903e-05, + 1.024695757223526e-05, + 1.0243229553452693e-05, + 1.02392832559417e-05, + 1.0235402442049235e-05, + 1.023198365146527e-05, + 1.0228548489976674e-05, + 1.0224951438431162e-05, + 1.0221311640634667e-05, + 1.021792741084937e-05, + 1.0214473149972036e-05, + 1.0210883374384139e-05, + 1.0206566912529524e-05, + 1.0202192243013997e-05, + 1.0197844858339522e-05, + 1.0193330126639921e-05, + 1.0189096428803168e-05, + 1.0184954589931294e-05, + 1.0181093784922268e-05, + 1.0177262083743699e-05, + 1.0173792361456435e-05, + 1.016955229715677e-05, + 1.01652585726697e-05, + 1.0160524652746972e-05, + 1.0156092685065232e-05, + 1.0151535207114648e-05, + 1.0146761269425042e-05, + 1.0142457540496252e-05, + 1.0138345714949537e-05, + 1.0134180229215417e-05, + 1.0130132977792528e-05, + 1.0125924745807424e-05, + 1.0121502782567404e-05, + 1.011678614304401e-05, + 1.0111591109307483e-05, + 1.010643882182194e-05, + 1.010098640108481e-05, + 1.0095408470078837e-05, + 1.0089960596815217e-05, + 1.0084679161082022e-05, + 1.0079333151225e-05, + 1.0074047168018296e-05, + 1.0068486517411657e-05, + 1.00630713859573e-05, + 1.0057789040729403e-05, + 1.005279045784846e-05, + 1.004764544632053e-05, + 1.0043046131613664e-05, + 1.0039025255537126e-05, + 1.0034817023552023e-05, + 1.003074248728808e-05, + 1.0026708878285717e-05, + 1.0022699825640302e-05, + 1.0018948159995489e-05, + 1.0015189218393061e-05, + 1.001122291199863e-05, + 1.0007686796598136e-05, + 1.0003765964938793e-05, + 9.999922440329101e-06, + 9.9959715953446e-06, + 9.992255399993155e-06, + 9.98844643618213e-06, + 9.984094504034147e-06, + 9.979962669603992e-06, + 9.976045475923456e-06, + 9.971992767532356e-06, + 9.967740879801568e-06, + 9.962939657270908e-06, + 9.958464943338186e-06, + 9.953913831850514e-06, + 9.949260856956244e-06, + 9.944111297954805e-06, + 9.938813491316978e-06, + 9.93387948255986e-06, + 9.929223779181484e-06, + 9.924570804287214e-06, + 9.919623153109569e-06, + 9.914871952787507e-06, + 9.910473636409733e-06, + 9.906295417749789e-06, + 9.902304554998409e-06, + 9.898051757772919e-06, + 9.89416366792284e-06, + 9.890512956189923e-06, + 9.88673036772525e-06, + 9.88240117294481e-06, + 9.87750718195457e-06, + 9.872523150988854e-06, + 9.867199878499378e-06, + 9.861715625447687e-06, + 9.856419637799263e-06, + 9.85119095275877e-06, + 9.845989552559331e-06, + 9.840860002441332e-06, + 9.83609879767755e-06, + 9.831153874984011e-06, + 9.826325367612299e-06, + 9.821261301112827e-06, + 9.816070814849809e-06, + 9.811313248064835e-06, + 9.806482012209017e-06, + 9.80196909949882e-06, + 9.79704418568872e-06, + 9.792675882636104e-06, + 9.788645911612548e-06, + 9.784601388673764e-06, + 9.780463187780697e-06, + 9.7758993433672e-06, + 9.771732038643677e-06, + 9.76734736468643e-06, + 9.762497938936576e-06, + 9.757408406585455e-06, + 9.75251714407932e-06, + 9.747763215273153e-06, + 9.743149348651059e-06, + 9.738470907905139e-06, + 9.733570550451986e-06, + 9.728804798214696e-06, + 9.723903531266842e-06, + 9.718479304865468e-06, + 9.712571227282751e-06, + 9.706610399007332e-06, + 9.7012080004788e-06, + 9.695978405943606e-06, + 9.690877050161362e-06, + 9.685601071396377e-06, + 9.680551556812134e-06, + 9.675948604126461e-06, + 9.671282896306366e-06, + 9.666626283433288e-06, + 9.662222510087304e-06, + 9.658013368607499e-06, + 9.654039786255453e-06, + 9.650276297179516e-06, + 9.64637456490891e-06, + 9.64245464274427e-06, + 9.638398296374362e-06, + 9.634563866711687e-06, + 9.63071761361789e-06, + 9.626856808608864e-06, + 9.62279227678664e-06, + 9.618156582291704e-06, + 9.613757356419228e-06, + 9.608909749658778e-06, + 9.604084880265873e-06, + 9.59887620410882e-06, + 9.59358749241801e-06, + 9.58828877628548e-06, + 9.583551218383946e-06, + 9.578876415616833e-06, + 9.574614523444325e-06, + 9.570835572958458e-06, + 9.567026609147433e-06, + 9.562943887431175e-06, + 9.558553756505717e-06, + 9.554372809361666e-06, + 9.549617971060798e-06, + 9.544526619720273e-06, + 9.539516213408206e-06, + 9.534815944789443e-06, + 9.530580427963287e-06, + 9.526290341455024e-06, + 9.522321306576487e-06, + 9.518330443825107e-06, + 9.51431047724327e-06, + 9.509932169748936e-06, + 9.505458365310915e-06, + 9.501129170530476e-06, + 9.496958227828145e-06, + 9.492209755990189e-06, + 9.48736760619795e-06, + 9.482520908932202e-06, + 9.477866115048528e-06, + 9.4734405138297e-06, + 9.468683856539428e-06, + 9.46370346355252e-06, + 9.458941349294037e-06, + 9.45407009567134e-06, + 9.449187928112224e-06, + 9.443733688385691e-06, + 9.437753760721534e-06, + 9.432050319446716e-06, + 9.426473297935445e-06, + 9.421280083188321e-06, + 9.416073226020671e-06, + 9.411185601493344e-06, + 9.40621248446405e-06, + 9.401540410181042e-06, + 9.397044777870178e-06, + 9.392319952894468e-06, + 9.387785212311428e-06, + 9.383173164678738e-06, + 9.37872209760826e-06, + 9.373879947816022e-06, + 9.368736755277496e-06, + 9.363287972519174e-06, + 9.357625458505936e-06, + 9.351731932838447e-06, + 9.345703801955096e-06, + 9.340102224086877e-06, + 9.33476894715568e-06, + 9.329486601927783e-06, + 9.324468919658102e-06, + 9.31973318074597e-06, + 9.315355782746337e-06, + 9.311344001616817e-06, + 9.307428626925685e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 0.651614248752594, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8999274373054504, + 1.0, + 0.6535671353340149, + -0.14449238777160645, + -0.5395931005477905, + 1.0, + -3.2722558975219727, + 1.0, + 0.8963525891304016, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9823928475379944, + 0.7276192903518677, + 1.0, + 0.8550508618354797, + 0.9339678287506104, + 0.6993319392204285, + 0.6994043588638306, + 0.9265211224555969, + 1.0, + 1.0, + 0.9174639582633972, + 1.0, + 1.0, + 0.9957913756370544, + 0.9380311369895935, + 0.9175851941108704, + 0.7983205318450928, + 0.9581324458122253, + 1.0, + 1.0, + 0.9811689257621765, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8363566398620605, + 0.9445206522941589, + 0.965900719165802, + 0.9249768853187561, + 0.887662410736084, + 0.7242783904075623, + 0.8326950073242188, + 0.9860726594924927, + 1.0, + 1.0, + 1.0, + 0.9969939589500427, + 1.0, + 1.0, + 1.0, + 0.8221306800842285, + 1.0, + 0.9536982774734497, + 0.984612226486206, + 1.0, + 0.9428598880767822, + 0.8713876008987427, + 0.9665758013725281, + 1.0, + 0.8797218799591064, + 1.0, + 0.9528349041938782, + 0.747031033039093, + 0.9661262035369873, + 1.0, + 0.8397879600524902, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.827305793762207, + 1.0, + 1.0, + 0.8972983360290527, + 0.730197548866272, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9475562572479248, + 1.0, + 0.9623386263847351, + 0.8787073493003845, + 1.0, + 0.8969858884811401, + 0.9508408308029175, + 0.9591824412345886, + 0.9756556749343872, + 1.0, + 0.9352915287017822, + 1.0, + 1.0, + 1.0, + 0.9789925813674927, + 0.989425539970398, + 1.0, + 1.0, + 1.0, + 0.8263742327690125, + 0.9213458299636841, + 0.9643968343734741, + 0.9825764894485474, + 0.990951657295227, + 1.0, + 1.0, + 0.7863644957542419, + 1.0, + 0.9762572646141052, + 1.0, + 1.0, + 0.9464036226272583, + 0.9733667373657227, + 1.0, + 0.9843560457229614, + 1.0, + 0.9434770345687866, + 0.9537785649299622, + 0.9845762848854065, + 0.7891773581504822, + 0.8375599384307861, + 0.9347392916679382, + 0.992522120475769, + 1.0, + 1.0, + 1.0, + 1.0, + 0.905619204044342, + 1.0, + 1.0, + 0.9410561323165894, + 0.8335434198379517, + 0.9076893329620361, + 0.97244793176651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9509356021881104, + 0.874127984046936, + 1.0, + 1.0, + 1.0, + 0.867822527885437, + 0.9341533780097961, + 0.9568489789962769, + 1.0, + 0.9714569449424744, + 0.9250902533531189, + 1.0, + 0.9832154512405396, + 0.9432582855224609, + 1.0, + 1.0, + 0.9728016257286072, + 0.985386073589325, + 0.7607136368751526, + 1.0, + 1.0, + 0.9990769028663635, + 0.8000935912132263, + 0.9558557271957397, + 1.0, + 1.0, + 1.0, + 0.8769499659538269, + 0.9808858633041382, + 1.0, + 1.0, + 1.0, + 0.9485691785812378, + 0.8916143178939819, + 1.0, + 0.9774683117866516, + 0.910223662853241, + 0.9990744590759277, + 0.9103606343269348, + 1.0, + 1.0, + 0.8902422785758972, + 1.0, + 0.9847913980484009, + 0.871964693069458, + 0.9744539856910706, + 0.9309295415878296, + 0.8813571929931641, + 1.0, + 0.7526532411575317, + 1.0, + 1.0, + 0.9875938892364502, + 1.0, + 0.9027562141418457, + 0.8811809420585632, + 1.0, + 0.9146483540534973, + 1.0, + 0.9688342809677124, + 1.0, + 1.0, + 0.9401885271072388, + 0.9042030572891235, + 1.0, + 1.0, + 0.8364427089691162, + 0.9874879121780396, + 0.9518729448318481, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9961130023002625, + 1.0, + 0.8665014505386353, + 0.8632105588912964, + 1.0, + 1.0, + 0.9748956561088562, + 0.9393917918205261, + 1.0, + 1.0, + 0.9300222396850586, + 0.8896617889404297, + 0.9966522455215454, + 1.0, + 1.0, + 1.0, + 0.9973621368408203, + 1.0, + 1.0, + 1.0, + 0.8655592799186707, + 0.8893173336982727, + 0.9746376872062683, + 0.9588364362716675, + 0.9171762466430664, + 1.0, + 0.9438700079917908, + 1.0, + 1.0, + 1.0, + 0.9620436429977417, + 1.0, + 0.9867649078369141, + 0.9307841658592224, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9506118297576904, + 0.9815468192100525, + 1.0, + 0.9284857511520386, + 0.9889652729034424, + 0.8640732169151306, + 0.9308595657348633, + 0.917400598526001, + 1.0, + 0.9297923445701599, + 0.9653780460357666, + 0.9752444624900818, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8862269520759583, + 1.0, + 1.0, + 0.9367605447769165, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9201843738555908, + 0.97337406873703, + 1.0, + 0.8779938817024231, + 0.8270459771156311, + 0.8822957277297974, + 0.9759591221809387, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9638379812240601, + 0.9405369758605957, + 0.8881670236587524, + 0.9554263949394226, + 0.9815918207168579, + 0.8508126139640808, + 1.0, + 1.0, + 1.0, + 0.9651132822036743, + 0.9744322896003723, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9543159008026123, + 1.0, + 0.8695201873779297, + 1.0, + 1.0, + 0.9850804805755615, + 1.0, + 0.8978500366210938, + 0.928566575050354, + 1.0, + 0.9082387089729309, + 0.9871256351470947, + 0.9448315501213074, + 1.0, + 1.0, + 1.0, + 0.9811981320381165, + 0.9949849843978882, + 1.0, + 0.9602367877960205, + 0.9675759077072144, + 0.9188525676727295, + 0.9885993003845215, + 0.938928484916687, + 0.8815880417823792, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8943506479263306, + 0.7948815822601318, + 0.9887710809707642, + 0.7880668044090271, + 0.8889816999435425, + 1.0, + 0.9915457963943481, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993323802947998, + 1.0, + 0.9444859027862549, + 1.0, + 0.9443489909172058, + 0.907227635383606, + 1.0, + 0.8526837825775146, + 1.0, + 0.8642648458480835, + 1.0, + 0.9670255184173584, + 0.9132474064826965, + 0.9635920524597168, + 0.9600237011909485, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9907059073448181, + 1.0, + 0.984571635723114, + 0.9550915956497192, + 0.846489667892456, + 0.9582540392875671, + 1.0, + 0.94190913438797, + 0.9129272699356079, + 0.9130158424377441, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9396082758903503, + 0.9917603135108948, + 0.9078210592269897, + 0.9378214478492737, + 0.8974341750144958, + 1.0, + 0.9688467979431152, + 1.0, + 1.0, + 0.9370213150978088, + 0.9306402206420898, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8897615671157837, + 1.0, + 1.0, + 0.8956229090690613, + 0.8972223997116089, + 0.9893355965614319, + 1.0, + 0.9892874360084534, + 0.8667997121810913, + 1.0, + 1.0, + 0.9752247929573059, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904072880744934, + 0.8647664189338684, + 0.9711240530014038, + 0.9076430201530457, + 0.9704736471176147, + 0.9995681047439575, + 1.0, + 1.0, + 1.0, + 0.9510656595230103, + 0.9505937099456787, + 1.0, + 1.0, + 0.9268288016319275, + 0.9418644309043884, + 1.0, + 1.0, + 0.9668598175048828, + 0.9499065279960632, + 0.9709111452102661, + 1.0, + 0.9071050882339478, + 0.9848126769065857, + 0.9893377423286438, + 0.9483166933059692, + 0.990570604801178, + 1.0, + 1.0, + 0.9887924790382385, + 1.0, + 1.0, + 1.0, + 0.8912469148635864, + 0.8484216928482056, + 1.0, + 0.886574923992157, + 0.7162889242172241, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9776537418365479, + 1.0, + 1.0, + 0.9161995649337769, + 1.0, + 0.9519518613815308, + 0.9493403434753418, + 1.0, + 1.0, + 0.9072805047035217, + 1.0, + 1.0, + 1.0, + 0.8169483542442322, + 0.9186730980873108, + 1.0, + 0.9873158931732178, + 0.9431453347206116, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996456503868103, + 0.9974492788314819, + 0.9718319773674011, + 1.0, + 0.9407191872596741, + 0.8264888525009155, + 1.0, + 1.0, + 0.9047940373420715, + 0.8681497573852539, + 0.9245309233665466, + 1.0, + 1.0, + 1.0, + 0.855251669883728, + 1.0, + 0.9241340160369873, + 0.9761621356010437, + 0.9840214252471924, + 0.8958045840263367, + 1.0, + 1.0, + 0.9896199107170105, + 1.0, + 1.0, + 0.9653214812278748, + 1.0, + 0.947798490524292, + 0.9163460731506348, + 0.9654247760772705, + 0.9574652910232544, + 0.9855660796165466, + 0.9467613697052002, + 0.9682815074920654, + 0.9149539470672607, + 1.0, + 1.0, + 0.9452670812606812, + 1.0, + 1.0, + 0.9882715940475464, + 1.0, + 0.9653838872909546, + 1.0, + 1.0, + 0.9392513036727905, + 1.0, + 0.9937263131141663, + 0.9819811582565308, + 0.8421767354011536, + 0.9803091287612915, + 0.9276536107063293, + 0.9485201239585876, + 1.0, + 0.9868348240852356, + 0.9358963966369629, + 1.0, + 0.9539418816566467, + 1.0, + 0.8589786291122437, + 0.862017810344696, + 1.0, + 0.9918328523635864, + 0.9525789022445679, + 0.8578661680221558, + 0.9883191585540771, + 1.0, + 0.903683066368103, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8527907133102417, + 1.0, + 0.9806052446365356, + 1.0, + 1.0, + 0.9775270223617554, + 1.0, + 0.9365524649620056, + 0.9367284774780273, + 0.9266967177391052, + 0.9997910857200623, + 0.8812551498413086, + 0.9610284566879272, + 0.9725484848022461, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8993110060691833, + 0.9010729789733887, + 0.9761215448379517, + 0.9557141065597534, + 1.0, + 0.9666405320167542, + 1.0, + 1.0, + 0.8664625883102417, + 0.9115107655525208, + 1.0, + 1.0, + 0.9039173722267151, + 0.9487347602844238, + 1.0, + 1.0, + 1.0, + 0.9890477061271667, + 0.9969055652618408, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9309778213500977, + 0.8877753019332886, + 0.9750861525535583, + 0.9624999761581421, + 0.9627898931503296, + 0.998948872089386, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8505706787109375, + 0.8933870196342468, + 1.0, + 1.0, + 1.0, + 0.9600077867507935, + 1.0, + 1.0, + 0.9836236834526062, + 0.9097484946250916, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9766895174980164, + 0.8951449394226074, + 1.0, + 0.8408541083335876, + 1.0, + 1.0, + 0.9237736463546753, + 1.0, + 1.0, + 1.0, + 0.9761545062065125, + 0.9772958159446716, + 1.0, + 1.0, + 0.9493951797485352, + 1.0, + 1.0, + 1.0, + 0.9039703607559204, + 1.0, + 1.0, + 0.9934835433959961, + 1.0, + 1.0, + 0.938814640045166, + 1.0, + 0.9093555808067322, + 0.8658453226089478, + 0.8704177141189575, + 0.8478366136550903, + 1.0, + 0.98673415184021, + 1.0, + 0.9996721744537354, + 1.0, + 0.860434353351593, + 0.9212335348129272, + 1.0, + 0.90413498878479, + 0.9610980749130249, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9771173000335693, + 0.9275287985801697, + 0.9509156346321106, + 0.9151176810264587, + 0.8969178795814514, + 0.9910591244697571, + 1.0, + 1.0, + 0.9356509447097778, + 1.0, + 1.0, + 0.9716926217079163, + 1.0, + 0.9702843427658081, + 0.9751660823822021, + 0.9487735629081726, + 0.9714784622192383, + 1.0, + 0.872520923614502, + 1.0, + 0.9773370623588562, + 1.0, + 0.9300795197486877, + 1.0, + 0.9784874320030212, + 1.0, + 1.0, + 0.90076744556427, + 1.0, + 0.9670678973197937, + 1.0, + 0.920630693435669, + 1.0, + 1.0, + 0.9956268072128296, + 0.9618573784828186, + 1.0, + 1.0, + 0.9157068133354187, + 1.0, + 1.0, + 1.0, + 0.9543951749801636, + 0.8965573906898499, + 0.9228284358978271, + 0.9925766587257385, + 0.8949899077415466, + 0.9144130349159241, + 1.0, + 1.0, + 1.0, + 0.973378598690033, + 0.9244093894958496, + 0.9625619053840637, + 0.9472667574882507, + 0.9366288185119629, + 1.0, + 1.0, + 0.9977359771728516, + 1.0, + 1.0, + 0.9595307111740112, + 0.9359463453292847, + 1.0, + 0.9990069270133972, + 1.0, + 0.915628969669342, + 0.9977844953536987, + 0.943922221660614, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9533011317253113, + 0.9546511173248291, + 0.9380356073379517, + 0.9166377186775208, + 0.8924614787101746, + 1.0, + 0.996752142906189, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9442624449729919, + 1.0, + 0.8216177225112915, + 0.9768967032432556, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9792917966842651, + 0.9374737739562988, + 1.0, + 0.9828817844390869, + 0.879447340965271, + 1.0, + 1.0, + 1.0, + 0.9294297099113464, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9929987788200378, + 1.0, + 0.9368953704833984, + 0.9786949157714844, + 0.9315326809883118, + 0.991195023059845, + 0.9048866629600525, + 1.0, + 1.0, + 1.0, + 0.9356499910354614, + 1.0, + 1.0, + 0.9011132121086121, + 0.9551220536231995, + 1.0, + 0.9711509346961975, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921631217002869, + 1.0, + 1.0, + 0.9773634076118469, + 0.9699932932853699, + 1.0, + 0.9892064332962036, + 1.0, + 0.9751428961753845, + 0.9759836196899414, + 0.9466434121131897, + 1.0, + 0.8941335082054138, + 0.8740620613098145, + 1.0, + 0.9676814675331116, + 0.9903014898300171, + 0.9935051202774048, + 0.9354546666145325, + 1.0, + 1.0, + 0.8909350037574768, + 1.0, + 0.9799700975418091, + 1.0, + 0.9410279989242554, + 1.0, + 1.0, + 0.9492392539978027, + 0.947583019733429, + 1.0, + 1.0, + 1.0, + 0.932428777217865, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9316983222961426, + 0.9440685510635376, + 0.9995673894882202, + 1.0, + 0.9615125060081482, + 0.9258121848106384, + 0.9499742984771729, + 0.9549993276596069, + 1.0, + 0.9143443703651428, + 0.9383310675621033, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9667106866836548, + 0.9880831241607666, + 0.9953005909919739, + 0.9872804284095764, + 0.9290969371795654, + 1.0, + 0.9770862460136414, + 1.0, + 1.0, + 0.9170225858688354, + 1.0, + 0.9346155524253845, + 1.0, + 0.8879542350769043, + 0.9225515127182007, + 1.0, + 1.0, + 1.0, + 0.9134520888328552, + 1.0, + 1.0, + 1.0, + 0.9616478681564331, + 0.9729257822036743, + 0.9706364870071411, + 1.0, + 1.0, + 0.973065197467804, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9076194167137146, + 0.9688078761100769, + 0.9766296744346619, + 1.0, + 0.9581022262573242, + 0.9122579097747803, + 1.0, + 0.9988262057304382, + 0.9462894797325134, + 0.9557337164878845, + 0.9445875883102417, + 0.9468393921852112, + 1.0, + 1.0, + 1.0, + 0.9458914399147034, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9494545459747314, + 1.0, + 0.9957947731018066, + 1.0, + 1.0, + 1.0, + 0.8947910070419312, + 0.9876585006713867, + 0.9120658040046692, + 0.886783242225647, + 1.0, + 1.0, + 1.0, + 0.9528190493583679, + 1.0, + 1.0, + 0.9849972128868103, + 0.9391483664512634, + 0.9012048244476318, + 1.0, + 0.926034152507782, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9681783318519592, + 0.963981032371521, + 1.0, + 1.0, + 1.0, + 0.9612606167793274, + 0.9512550234794617, + 1.0, + 1.0, + 0.9570332169532776, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9553176164627075, + 0.9792231917381287, + 0.9325734972953796, + 1.0, + 0.9398720264434814, + 1.0, + 0.9403427839279175, + 0.9637036323547363, + 1.0, + 0.9605669975280762, + 1.0, + 0.9657862186431885, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9305546283721924, + 0.9537878036499023, + 0.991821825504303, + 0.9508286118507385, + 0.9450716376304626, + 0.9251231551170349, + 0.9173266291618347, + 0.9763298034667969 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_scalar_eval.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..393bd86b1a2d0d75bc168077052407295aef872e --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 4233.71728515625, + "strength": 1242.468505859375, + "max_strength": 2550.059814453125, + "final_strength": 1671.33984375, + "sample_efficiency": 1.6634282928862376e-07, + "training_efficiency": 9.307422260462772e-06, + "stability": 0.9677635431289673 +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_scalar_train.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..393bd86b1a2d0d75bc168077052407295aef872e --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 4233.71728515625, + "strength": 1242.468505859375, + "max_strength": 2550.059814453125, + "final_strength": 1671.33984375, + "sample_efficiency": 1.6634282928862376e-07, + "training_efficiency": 9.307422260462772e-06, + "stability": 0.9677635431289673 +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_train.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..e46f94c9c6054e6dfa0c1b59092c8b0593557b34 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_s3_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 4233.71728515625, + "strength": 1242.468505859375, + "max_strength": 2550.059814453125, + "final_strength": 1671.33984375, + "sample_efficiency": 1.6634282928862376e-07, + "training_efficiency": 9.307422260462772e-06, + "stability": 0.9677635431289673 + }, + "local": { + "mean_returns": [ + 1185.25, + 2031.5999755859375, + 2155.323486328125, + 2102.8125, + 2166.125, + 2218.8798828125, + 2356.269775390625, + 2368.429931640625, + 2387.56005859375, + 2542.280029296875, + 2518.639892578125, + 2521.330078125, + 2446.75, + 2285.719970703125, + 2254.419921875, + 2272.47998046875, + 2129.06005859375, + 2183.22998046875, + 2170.5, + 2382.010009765625, + 2419.929931640625, + 2439.530029296875, + 2594.35009765625, + 2603.06005859375, + 2678.969970703125, + 2703.4599609375, + 2709.93994140625, + 2737.169921875, + 2877.97998046875, + 2867.909912109375, + 2714.8701171875, + 2784.080078125, + 2714.7900390625, + 2687.800048828125, + 2573.02001953125, + 2492.77001953125, + 2479.050048828125, + 2586.300048828125, + 2751.31005859375, + 2714.56005859375, + 2729.72998046875, + 2747.969970703125, + 2746.110107421875, + 2718.840087890625, + 2684.820068359375, + 2608.429931640625, + 2595.77001953125, + 2641.3798828125, + 2693.7099609375, + 2686.409912109375, + 2776.590087890625, + 2849.64990234375, + 2863.469970703125, + 2923.419921875, + 2945.179931640625, + 3005.889892578125, + 3048.929931640625, + 3151.72998046875, + 3013.340087890625, + 2974.10009765625, + 2951.320068359375, + 2902.909912109375, + 2835.860107421875, + 2689.780029296875, + 2625.580078125, + 2621.1298828125, + 2668.530029296875, + 2718.989990234375, + 2805.050048828125, + 2803.550048828125, + 2856.1201171875, + 2986.18994140625, + 3107.199951171875, + 2964.699951171875, + 3022.219970703125, + 2989.06005859375, + 2978.550048828125, + 3095.159912109375, + 3050.070068359375, + 2954.3798828125, + 2932.7099609375, + 2968.10009765625, + 2888.469970703125, + 2967.97998046875, + 2936.760009765625, + 2777.2099609375, + 2761.25, + 2763.6298828125, + 2690.320068359375, + 2769.889892578125, + 2813.510009765625, + 2940.6201171875, + 2977.35009765625, + 3153.85009765625, + 3007.43994140625, + 3059.429931640625, + 3212.56005859375, + 3119.4599609375, + 2900.0, + 2928.840087890625, + 2953.550048828125, + 3027.239990234375, + 3138.050048828125, + 3195.10009765625, + 3286.93994140625, + 3367.25, + 3391.02001953125, + 3334.1201171875, + 3386.199951171875, + 3345.52001953125, + 3219.43994140625, + 3260.580078125, + 3162.25, + 3120.159912109375, + 3086.929931640625, + 3067.919921875, + 3124.179931640625, + 3071.239990234375, + 3352.419921875, + 3361.8798828125, + 3462.31005859375, + 3438.02001953125, + 3426.050048828125, + 3430.0400390625, + 3523.10009765625, + 3713.7900390625, + 3469.3701171875, + 3377.8701171875, + 3339.7099609375, + 3321.699951171875, + 3312.510009765625, + 3316.3701171875, + 3316.7900390625, + 3100.860107421875, + 3163.580078125, + 3143.219970703125, + 3229.64990234375, + 3335.969970703125, + 3280.77001953125, + 3254.81005859375, + 3308.989990234375, + 3293.300048828125, + 3300.340087890625, + 3244.139892578125, + 3200.780029296875, + 3186.97998046875, + 3001.260009765625, + 2888.330078125, + 2850.330078125, + 2846.260009765625, + 2880.820068359375, + 2919.81005859375, + 2978.43994140625, + 3190.8701171875, + 3107.360107421875, + 3118.919921875, + 3166.02001953125, + 3115.330078125, + 2980.6201171875, + 2918.35009765625, + 2901.47998046875, + 2928.56005859375, + 3011.72998046875, + 3029.10009765625, + 3098.77001953125, + 3255.6201171875, + 3209.030029296875, + 3095.3701171875, + 3208.989990234375, + 3282.919921875, + 3392.6201171875, + 3249.0, + 3186.909912109375, + 3148.89990234375, + 3200.489990234375, + 3174.9599609375, + 3109.8701171875, + 3227.72998046875, + 3212.260009765625, + 3160.840087890625, + 3202.389892578125, + 3261.989990234375, + 3235.989990234375, + 3222.39990234375, + 3003.1298828125, + 3098.419921875, + 3118.530029296875, + 3117.780029296875, + 2955.510009765625, + 2926.840087890625, + 2946.2099609375, + 3009.4599609375, + 3105.47998046875, + 3007.110107421875, + 2993.7099609375, + 3239.679931640625, + 3292.080078125, + 3304.47998046875, + 3253.1298828125, + 3150.47998046875, + 3241.169921875, + 3220.10009765625, + 3138.0400390625, + 3137.27001953125, + 3062.760009765625, + 3289.27001953125, + 3328.2099609375, + 3216.02001953125, + 3333.110107421875, + 3317.489990234375, + 3187.989990234375, + 3165.4599609375, + 3106.10009765625, + 3011.179931640625, + 3114.510009765625, + 2914.5400390625, + 3158.47998046875, + 3190.2900390625, + 3179.320068359375, + 3293.97998046875, + 3197.909912109375, + 3091.93994140625, + 3239.1298828125, + 3159.489990234375, + 3181.050048828125, + 3153.780029296875, + 3225.239990234375, + 3377.25, + 3313.179931640625, + 3216.699951171875, + 3237.60009765625, + 3338.9599609375, + 3170.02001953125, + 3159.2099609375, + 3118.14990234375, + 3125.31005859375, + 3186.699951171875, + 3272.389892578125, + 3289.419921875, + 3405.39990234375, + 3412.320068359375, + 3408.02001953125, + 3528.4599609375, + 3365.27001953125, + 3220.3798828125, + 3375.010009765625, + 3416.6201171875, + 3388.739990234375, + 3323.1201171875, + 3368.35009765625, + 3555.159912109375, + 3467.75, + 3339.570068359375, + 3336.110107421875, + 3513.320068359375, + 3568.280029296875, + 3568.469970703125, + 3565.139892578125, + 3589.330078125, + 3766.989990234375, + 3779.7099609375, + 3581.590087890625, + 3440.409912109375, + 3411.639892578125, + 3366.1298828125, + 3278.330078125, + 3297.139892578125, + 3241.510009765625, + 3254.760009765625, + 3317.75, + 3326.9599609375, + 3288.2099609375, + 3360.080078125, + 3346.1298828125, + 3274.139892578125, + 3421.300048828125, + 3520.0400390625, + 3564.070068359375, + 3625.18994140625, + 3560.0400390625, + 3536.89990234375, + 3672.489990234375, + 3574.77001953125, + 3560.77001953125, + 3390.219970703125, + 3315.260009765625, + 3231.89990234375, + 3324.030029296875, + 3252.56005859375, + 3219.7900390625, + 3197.169921875, + 3235.340087890625, + 3236.97998046875, + 3252.969970703125, + 3358.320068359375, + 3238.60009765625, + 3275.6298828125, + 3349.860107421875, + 3283.85009765625, + 3285.820068359375, + 3289.820068359375, + 3319.340087890625, + 3400.389892578125, + 3421.1201171875, + 3332.1201171875, + 3304.800048828125, + 3527.300048828125, + 3378.300048828125, + 3192.85009765625, + 3088.469970703125, + 3069.659912109375, + 3272.409912109375, + 3278.929931640625, + 3320.60009765625, + 3502.030029296875, + 3656.580078125, + 3851.60009765625, + 4022.77001953125, + 3960.68994140625, + 3862.300048828125, + 3688.260009765625, + 3626.64990234375, + 3602.340087890625, + 3408.949951171875, + 3441.159912109375, + 3453.949951171875, + 3509.659912109375, + 3467.669921875, + 3437.969970703125, + 3526.2900390625, + 3544.949951171875, + 3553.199951171875, + 3636.7099609375, + 3575.919921875, + 3764.1298828125, + 3573.8798828125, + 3574.639892578125, + 3789.35009765625, + 3767.219970703125, + 3787.889892578125, + 3636.52001953125, + 3541.47998046875, + 3629.919921875, + 3508.43994140625, + 3492.9599609375, + 3427.47998046875, + 3556.080078125, + 3753.919921875, + 3860.679931640625, + 3831.449951171875, + 3823.800048828125, + 3845.159912109375, + 3783.9599609375, + 3736.0400390625, + 3620.0, + 3605.02001953125, + 3525.68994140625, + 3381.27001953125, + 3399.929931640625, + 3412.679931640625, + 3434.389892578125, + 3521.340087890625, + 3683.60009765625, + 3707.090087890625, + 3750.050048828125, + 3841.1201171875, + 3927.139892578125, + 3948.3701171875, + 3774.860107421875, + 3473.580078125, + 3460.469970703125, + 3215.81005859375, + 3114.81005859375, + 3168.35009765625, + 3161.06005859375, + 3213.6201171875, + 3228.31005859375, + 3274.06005859375, + 3351.550048828125, + 3344.570068359375, + 3431.7099609375, + 3369.219970703125, + 3470.989990234375, + 3406.159912109375, + 3304.10009765625, + 3398.18994140625, + 3237.300048828125, + 3253.6298828125, + 3125.010009765625, + 3158.219970703125, + 3130.1201171875, + 3058.6298828125, + 3031.22998046875, + 3002.239990234375, + 3057.080078125, + 3236.02001953125, + 3385.330078125, + 3440.2099609375, + 3454.110107421875, + 3443.43994140625, + 3553.1201171875, + 3533.8798828125, + 3478.739990234375, + 3298.719970703125, + 3257.280029296875, + 3327.2099609375, + 3267.889892578125, + 3184.139892578125, + 3107.760009765625, + 3199.1298828125, + 3427.679931640625, + 3648.02001953125, + 3732.60009765625, + 3748.800048828125, + 3661.669921875, + 3650.5, + 3526.570068359375, + 3450.679931640625, + 3333.280029296875, + 3425.0400390625, + 3390.179931640625, + 3453.02001953125, + 3473.429931640625, + 3399.909912109375, + 3324.0400390625, + 3388.22998046875, + 3433.580078125, + 3513.31005859375, + 3542.280029296875, + 3406.0, + 3498.3701171875, + 3519.6298828125, + 3392.9599609375, + 3281.25, + 3270.85009765625, + 3345.030029296875, + 3333.89990234375, + 3196.989990234375, + 3244.780029296875, + 3363.9599609375, + 3337.75, + 3379.4599609375, + 3506.989990234375, + 3570.06005859375, + 3633.10009765625, + 3620.3701171875, + 3442.6298828125, + 3409.81005859375, + 3307.8701171875, + 3278.2900390625, + 3277.8701171875, + 3369.010009765625, + 3432.739990234375, + 3591.0400390625, + 3528.159912109375, + 3467.780029296875, + 3539.18994140625, + 3698.5400390625, + 3596.64990234375, + 3521.6201171875, + 3696.590087890625, + 3856.429931640625, + 3805.050048828125, + 3729.9599609375, + 3688.5400390625, + 3754.889892578125, + 3620.300048828125, + 3600.340087890625, + 3586.5400390625, + 3520.360107421875, + 3508.909912109375, + 3623.35009765625, + 3656.050048828125, + 3640.919921875, + 3661.18994140625, + 3900.35009765625, + 3972.669921875, + 3791.419921875, + 3566.27001953125, + 3662.97998046875, + 3509.070068359375, + 3167.760009765625, + 3280.47998046875, + 3352.18994140625, + 3383.840087890625, + 3571.1298828125, + 3542.860107421875, + 3619.280029296875, + 3649.60009765625, + 3537.010009765625, + 3545.85009765625, + 3486.280029296875, + 3426.489990234375, + 3495.699951171875, + 3533.840087890625, + 3420.0, + 3455.010009765625, + 3514.889892578125, + 3569.300048828125, + 3338.06005859375, + 3254.1298828125, + 3327.010009765625, + 3314.06005859375, + 3256.75, + 3321.739990234375, + 3355.199951171875, + 3460.56005859375, + 3588.280029296875, + 3643.719970703125, + 3638.97998046875, + 3635.580078125, + 3598.1298828125, + 3660.6201171875, + 3580.320068359375, + 3359.219970703125, + 3410.929931640625, + 3583.699951171875, + 3462.06005859375, + 3309.639892578125, + 3233.89990234375, + 3363.5, + 3462.679931640625, + 3528.239990234375, + 3351.330078125, + 3494.4599609375, + 3404.300048828125, + 3378.1201171875, + 3360.989990234375, + 3251.070068359375, + 3419.199951171875, + 3523.780029296875, + 3511.139892578125, + 3724.31005859375, + 3938.469970703125, + 3881.860107421875, + 3981.10009765625, + 3893.659912109375, + 3760.85009765625, + 3710.550048828125, + 3650.81005859375, + 3631.39990234375, + 3560.840087890625, + 3521.0400390625, + 3417.7099609375, + 3591.22998046875, + 3630.1201171875, + 3557.64990234375, + 3677.760009765625, + 3712.0400390625, + 3695.550048828125, + 3920.330078125, + 3864.449951171875, + 4014.02001953125, + 4061.81005859375, + 3955.14990234375, + 4064.14990234375, + 4053.1201171875, + 4021.639892578125, + 3750.8798828125, + 3722.429931640625, + 3619.9599609375, + 3552.320068359375, + 3661.889892578125, + 3644.0400390625, + 3558.27001953125, + 3697.1201171875, + 3633.050048828125, + 3742.639892578125, + 3540.050048828125, + 3369.780029296875, + 3428.860107421875, + 3419.68994140625, + 3366.8798828125, + 3216.10009765625, + 3205.469970703125, + 3329.9599609375, + 3231.340087890625, + 3391.969970703125, + 3427.590087890625, + 3468.010009765625, + 3519.89990234375, + 3341.2099609375, + 3541.949951171875, + 3517.97998046875, + 3588.989990234375, + 3748.669921875, + 3716.25, + 3954.969970703125, + 3850.35009765625, + 3752.639892578125, + 3646.60009765625, + 3646.320068359375, + 3487.169921875, + 3441.139892578125, + 3409.97998046875, + 3484.139892578125, + 3605.97998046875, + 3629.760009765625, + 3854.030029296875, + 3894.25, + 3944.669921875, + 4041.989990234375, + 3867.199951171875, + 3712.760009765625, + 3679.169921875, + 3618.360107421875, + 3634.610107421875, + 3590.2900390625, + 3702.93994140625, + 3740.330078125, + 3548.800048828125, + 3438.830078125, + 3549.409912109375, + 3560.699951171875, + 3440.14990234375, + 3382.010009765625, + 3408.239990234375, + 3426.4599609375, + 3430.02001953125, + 3417.7099609375, + 3414.27001953125, + 3495.050048828125, + 3538.47998046875, + 3569.719970703125, + 3651.6298828125, + 3771.22998046875, + 3670.10009765625, + 3517.02001953125, + 3486.85009765625, + 3442.570068359375, + 3400.280029296875, + 3399.1298828125, + 3415.050048828125, + 3424.68994140625, + 3434.320068359375, + 3586.7900390625, + 3395.409912109375, + 3279.27001953125, + 3303.8701171875, + 3523.080078125, + 3537.7900390625, + 3488.530029296875, + 3511.56005859375, + 3521.840087890625, + 3501.929931640625, + 3394.0, + 3394.89990234375, + 3426.159912109375, + 3554.43994140625, + 3569.260009765625, + 3660.840087890625, + 3693.8798828125, + 3709.7099609375, + 3676.989990234375, + 3533.239990234375, + 3540.199951171875, + 3343.7900390625, + 3446.909912109375, + 3506.159912109375, + 3414.679931640625, + 3574.679931640625, + 3604.35009765625, + 3779.699951171875, + 3744.56005859375, + 3711.89990234375, + 3895.659912109375, + 3974.27001953125, + 3889.85009765625, + 3937.340087890625, + 3943.75, + 4054.780029296875, + 3886.85009765625, + 3934.6298828125, + 3944.9599609375, + 3934.280029296875, + 4039.909912109375, + 4062.679931640625, + 3955.199951171875, + 4026.949951171875, + 3870.9599609375, + 3661.02001953125, + 3485.43994140625, + 3305.97998046875, + 3393.820068359375, + 3379.389892578125, + 3556.419921875, + 3556.010009765625, + 3751.75, + 3549.97998046875, + 3452.0, + 3460.070068359375, + 3349.43994140625, + 3308.85009765625, + 3464.0, + 3664.14990234375, + 3858.030029296875, + 3899.830078125, + 3863.360107421875, + 3750.5, + 3679.60009765625, + 3563.010009765625, + 3433.43994140625, + 3423.360107421875, + 3467.60009765625, + 3754.39990234375, + 3661.199951171875, + 4027.8798828125, + 4094.97998046875, + 4044.340087890625, + 4215.490234375, + 4158.75, + 4112.740234375, + 4020.18994140625, + 3971.300048828125, + 4103.0498046875, + 3873.969970703125, + 3913.9599609375, + 3877.52001953125, + 3904.580078125, + 3792.81005859375, + 3825.159912109375, + 3792.47998046875, + 3862.72998046875, + 3919.429931640625, + 3759.330078125, + 3833.739990234375, + 3783.429931640625, + 3918.889892578125, + 3790.8798828125, + 3963.030029296875, + 4034.780029296875, + 4027.219970703125, + 3961.570068359375, + 3996.4599609375, + 4063.1298828125, + 3915.02001953125, + 3984.489990234375, + 4171.009765625, + 4307.16015625, + 4215.89990234375, + 4018.340087890625, + 3886.199951171875, + 3874.469970703125, + 3709.77001953125, + 3589.6298828125, + 3770.10009765625, + 3778.85009765625, + 3793.580078125, + 3753.97998046875, + 3644.530029296875, + 3594.419921875, + 3526.47998046875, + 3449.139892578125, + 3640.56005859375, + 3675.340087890625, + 3672.239990234375, + 3685.800048828125, + 3784.2099609375, + 3724.389892578125, + 3633.5400390625, + 3645.1298828125, + 3643.800048828125, + 3656.75, + 3542.7900390625, + 3540.050048828125, + 3470.85009765625, + 3558.330078125, + 3645.780029296875, + 3745.239990234375, + 3771.47998046875, + 3834.68994140625, + 3970.4599609375, + 4161.330078125, + 4191.9599609375, + 4103.89013671875, + 4022.360107421875, + 3916.010009765625, + 3781.800048828125, + 3623.10009765625, + 3648.429931640625, + 3644.070068359375, + 3838.2900390625, + 3905.889892578125, + 3947.429931640625, + 3985.530029296875, + 3891.919921875, + 4018.719970703125, + 3713.2099609375, + 3680.699951171875, + 3693.080078125, + 3823.14990234375, + 3845.320068359375, + 3884.0400390625, + 3907.840087890625, + 3874.669921875, + 3776.590087890625, + 3860.5400390625, + 3833.929931640625, + 3649.739990234375, + 3654.010009765625, + 3715.85009765625, + 3730.02001953125, + 3629.530029296875, + 3655.580078125, + 3706.389892578125, + 3988.169921875, + 4010.070068359375, + 3998.139892578125, + 4062.5, + 3951.659912109375, + 3916.60009765625, + 3806.330078125, + 3793.1201171875, + 3651.679931640625, + 3948.199951171875, + 3968.550048828125, + 4138.22021484375, + 4020.320068359375, + 4068.590087890625, + 4153.72021484375, + 3971.010009765625, + 3896.2900390625, + 3915.4599609375, + 3869.030029296875, + 3930.949951171875, + 4011.969970703125, + 4125.759765625, + 4311.97998046875, + 4296.259765625, + 4412.7099609375, + 4462.72998046875, + 4413.91015625, + 4350.66015625, + 4376.740234375, + 4354.39013671875, + 4462.3798828125, + 4408.77978515625, + 4358.27978515625, + 4248.77978515625, + 4306.39990234375, + 4094.6298828125, + 3869.3798828125, + 3941.639892578125, + 3888.780029296875, + 3873.429931640625, + 3863.25, + 3762.739990234375, + 3764.320068359375, + 3843.93994140625, + 3676.2099609375, + 3824.2900390625, + 3793.8798828125, + 3834.22998046875, + 3744.110107421875, + 3778.89990234375, + 3988.449951171875, + 3903.050048828125, + 3819.340087890625, + 3871.360107421875, + 3947.989990234375, + 4160.39013671875, + 4035.090087890625, + 4065.14990234375, + 4104.7099609375, + 4297.490234375, + 4356.66015625, + 4216.60009765625, + 4109.740234375, + 4108.9599609375, + 4223.5498046875, + 4149.75, + 4012.969970703125, + 3927.580078125, + 3854.610107421875, + 3955.909912109375, + 3814.590087890625, + 3721.56005859375, + 3772.449951171875, + 3985.010009765625, + 4204.490234375, + 4240.5400390625, + 4373.52001953125, + 4437.97021484375, + 4367.0, + 4342.43994140625, + 4332.8701171875, + 4307.08984375, + 4165.2099609375, + 4238.080078125, + 4193.81005859375, + 4287.31005859375, + 4338.169921875, + 4169.5498046875, + 4199.6201171875, + 4075.81005859375, + 4238.1201171875, + 4021.639892578125, + 3888.77001953125, + 3894.610107421875, + 3931.3701171875, + 4098.7001953125, + 3943.550048828125, + 4029.52001953125, + 4212.7900390625, + 4309.83984375, + 4232.990234375, + 4180.81982421875, + 4125.77001953125, + 4152.4599609375, + 4241.4599609375, + 4189.330078125, + 4244.1201171875, + 4452.830078125, + 4648.669921875, + 4673.0, + 4454.33984375, + 4387.330078125, + 4338.68994140625, + 4409.990234375, + 4321.83984375, + 4144.97021484375, + 4171.75, + 4169.56005859375, + 4069.469970703125, + 3991.409912109375, + 3898.02001953125, + 3813.389892578125, + 3868.6201171875, + 3876.1201171875, + 3931.1201171875, + 3843.18994140625, + 3848.610107421875, + 3853.760009765625, + 3936.31005859375, + 4165.9599609375, + 4071.949951171875, + 4253.60986328125, + 4245.419921875, + 4403.02978515625, + 4437.60009765625, + 4444.080078125, + 4219.14013671875, + 4195.52978515625, + 4029.3798828125, + 3834.27001953125, + 3847.010009765625, + 3957.8798828125, + 4084.10009765625, + 4000.2099609375, + 4233.7998046875, + 4372.330078125, + 4341.330078125, + 4217.47998046875, + 4028.639892578125, + 4052.260009765625, + 3923.10009765625, + 3931.919921875, + 3944.9599609375, + 4091.280029296875, + 4131.5400390625, + 4073.449951171875, + 4009.7900390625, + 4247.169921875, + 4286.89013671875, + 4291.89013671875, + 4214.9599609375, + 4121.91015625, + 4259.4599609375, + 4353.4501953125, + 4265.47998046875, + 4312.1298828125, + 4318.25, + 4558.2998046875, + 4779.27978515625, + 4668.77001953125, + 4619.68017578125, + 4463.68017578125, + 4471.93017578125, + 4341.7001953125, + 4379.22998046875, + 4255.5498046875, + 4184.7900390625, + 4281.81005859375, + 4203.89990234375, + 4238.009765625, + 4171.91015625, + 4338.16015625, + 4466.4599609375, + 4598.31982421875, + 4692.72998046875, + 4794.0498046875, + 4856.10986328125, + 4679.02001953125, + 4569.35986328125, + 4550.85009765625, + 4440.47021484375, + 4323.22998046875, + 4172.18994140625, + 4017.909912109375, + 3977.389892578125 + ], + "strengths": [ + -1120.800048828125, + -274.4500732421875, + -150.7265625, + -203.237548828125, + -139.925048828125, + -87.170166015625, + 50.2197265625, + 62.3798828125, + 81.510009765625, + 236.22998046875, + 212.58984375, + 215.280029296875, + 140.699951171875, + -20.330078125, + -51.630126953125, + -33.570068359375, + -176.989990234375, + -122.820068359375, + -135.550048828125, + 75.9599609375, + 113.8798828125, + 133.47998046875, + 288.300048828125, + 297.010009765625, + 372.919921875, + 397.409912109375, + 403.889892578125, + 431.119873046875, + 571.929931640625, + 561.85986328125, + 408.820068359375, + 478.030029296875, + 408.739990234375, + 381.75, + 266.969970703125, + 186.719970703125, + 173.0, + 280.25, + 445.260009765625, + 408.510009765625, + 423.679931640625, + 441.919921875, + 440.06005859375, + 412.7900390625, + 378.77001953125, + 302.3798828125, + 289.719970703125, + 335.329833984375, + 387.659912109375, + 380.35986328125, + 470.5400390625, + 543.599853515625, + 557.419921875, + 617.369873046875, + 639.1298828125, + 699.83984375, + 742.8798828125, + 845.679931640625, + 707.2900390625, + 668.050048828125, + 645.27001953125, + 596.85986328125, + 529.81005859375, + 383.72998046875, + 319.530029296875, + 315.079833984375, + 362.47998046875, + 412.93994140625, + 499.0, + 497.5, + 550.070068359375, + 680.139892578125, + 801.14990234375, + 658.64990234375, + 716.169921875, + 683.010009765625, + 672.5, + 789.10986328125, + 744.02001953125, + 648.329833984375, + 626.659912109375, + 662.050048828125, + 582.419921875, + 661.929931640625, + 630.7099609375, + 471.159912109375, + 455.199951171875, + 457.579833984375, + 384.27001953125, + 463.83984375, + 507.4599609375, + 634.570068359375, + 671.300048828125, + 847.800048828125, + 701.389892578125, + 753.3798828125, + 906.510009765625, + 813.409912109375, + 593.949951171875, + 622.7900390625, + 647.5, + 721.18994140625, + 832.0, + 889.050048828125, + 980.889892578125, + 1061.199951171875, + 1084.969970703125, + 1028.070068359375, + 1080.14990234375, + 1039.469970703125, + 913.389892578125, + 954.530029296875, + 856.199951171875, + 814.10986328125, + 780.8798828125, + 761.869873046875, + 818.1298828125, + 765.18994140625, + 1046.369873046875, + 1055.829833984375, + 1156.260009765625, + 1131.969970703125, + 1120.0, + 1123.989990234375, + 1217.050048828125, + 1407.739990234375, + 1163.320068359375, + 1071.820068359375, + 1033.659912109375, + 1015.64990234375, + 1006.4599609375, + 1010.320068359375, + 1010.739990234375, + 794.81005859375, + 857.530029296875, + 837.169921875, + 923.599853515625, + 1029.919921875, + 974.719970703125, + 948.760009765625, + 1002.93994140625, + 987.25, + 994.2900390625, + 938.08984375, + 894.72998046875, + 880.929931640625, + 695.2099609375, + 582.280029296875, + 544.280029296875, + 540.2099609375, + 574.77001953125, + 613.760009765625, + 672.389892578125, + 884.820068359375, + 801.31005859375, + 812.869873046875, + 859.969970703125, + 809.280029296875, + 674.570068359375, + 612.300048828125, + 595.429931640625, + 622.510009765625, + 705.679931640625, + 723.050048828125, + 792.719970703125, + 949.570068359375, + 902.97998046875, + 789.320068359375, + 902.93994140625, + 976.869873046875, + 1086.570068359375, + 942.949951171875, + 880.85986328125, + 842.849853515625, + 894.43994140625, + 868.909912109375, + 803.820068359375, + 921.679931640625, + 906.2099609375, + 854.7900390625, + 896.33984375, + 955.93994140625, + 929.93994140625, + 916.349853515625, + 697.079833984375, + 792.369873046875, + 812.47998046875, + 811.72998046875, + 649.4599609375, + 620.7900390625, + 640.159912109375, + 703.409912109375, + 799.429931640625, + 701.06005859375, + 687.659912109375, + 933.6298828125, + 986.030029296875, + 998.429931640625, + 947.079833984375, + 844.429931640625, + 935.119873046875, + 914.050048828125, + 831.989990234375, + 831.219970703125, + 756.7099609375, + 983.219970703125, + 1022.159912109375, + 909.969970703125, + 1027.06005859375, + 1011.43994140625, + 881.93994140625, + 859.409912109375, + 800.050048828125, + 705.1298828125, + 808.4599609375, + 608.489990234375, + 852.429931640625, + 884.239990234375, + 873.27001953125, + 987.929931640625, + 891.85986328125, + 785.889892578125, + 933.079833984375, + 853.43994140625, + 875.0, + 847.72998046875, + 919.18994140625, + 1071.199951171875, + 1007.1298828125, + 910.64990234375, + 931.550048828125, + 1032.909912109375, + 863.969970703125, + 853.159912109375, + 812.099853515625, + 819.260009765625, + 880.64990234375, + 966.33984375, + 983.369873046875, + 1099.349853515625, + 1106.27001953125, + 1101.969970703125, + 1222.409912109375, + 1059.219970703125, + 914.329833984375, + 1068.9599609375, + 1110.570068359375, + 1082.68994140625, + 1017.070068359375, + 1062.300048828125, + 1249.10986328125, + 1161.699951171875, + 1033.52001953125, + 1030.06005859375, + 1207.27001953125, + 1262.22998046875, + 1262.419921875, + 1259.08984375, + 1283.280029296875, + 1460.93994140625, + 1473.659912109375, + 1275.5400390625, + 1134.35986328125, + 1105.58984375, + 1060.079833984375, + 972.280029296875, + 991.08984375, + 935.4599609375, + 948.7099609375, + 1011.699951171875, + 1020.909912109375, + 982.159912109375, + 1054.030029296875, + 1040.079833984375, + 968.08984375, + 1115.25, + 1213.989990234375, + 1258.02001953125, + 1319.139892578125, + 1253.989990234375, + 1230.849853515625, + 1366.43994140625, + 1268.719970703125, + 1254.719970703125, + 1084.169921875, + 1009.2099609375, + 925.849853515625, + 1017.97998046875, + 946.510009765625, + 913.739990234375, + 891.119873046875, + 929.2900390625, + 930.929931640625, + 946.919921875, + 1052.27001953125, + 932.550048828125, + 969.579833984375, + 1043.81005859375, + 977.800048828125, + 979.77001953125, + 983.77001953125, + 1013.2900390625, + 1094.33984375, + 1115.070068359375, + 1026.070068359375, + 998.75, + 1221.25, + 1072.25, + 886.800048828125, + 782.419921875, + 763.60986328125, + 966.35986328125, + 972.8798828125, + 1014.550048828125, + 1195.97998046875, + 1350.530029296875, + 1545.550048828125, + 1716.719970703125, + 1654.639892578125, + 1556.25, + 1382.2099609375, + 1320.599853515625, + 1296.2900390625, + 1102.89990234375, + 1135.10986328125, + 1147.89990234375, + 1203.60986328125, + 1161.619873046875, + 1131.919921875, + 1220.239990234375, + 1238.89990234375, + 1247.14990234375, + 1330.659912109375, + 1269.869873046875, + 1458.079833984375, + 1267.829833984375, + 1268.58984375, + 1483.300048828125, + 1461.169921875, + 1481.83984375, + 1330.469970703125, + 1235.429931640625, + 1323.869873046875, + 1202.389892578125, + 1186.909912109375, + 1121.429931640625, + 1250.030029296875, + 1447.869873046875, + 1554.6298828125, + 1525.39990234375, + 1517.75, + 1539.10986328125, + 1477.909912109375, + 1429.989990234375, + 1313.949951171875, + 1298.969970703125, + 1219.639892578125, + 1075.219970703125, + 1093.8798828125, + 1106.6298828125, + 1128.33984375, + 1215.2900390625, + 1377.550048828125, + 1401.0400390625, + 1444.0, + 1535.070068359375, + 1621.08984375, + 1642.320068359375, + 1468.81005859375, + 1167.530029296875, + 1154.419921875, + 909.760009765625, + 808.760009765625, + 862.300048828125, + 855.010009765625, + 907.570068359375, + 922.260009765625, + 968.010009765625, + 1045.5, + 1038.52001953125, + 1125.659912109375, + 1063.169921875, + 1164.93994140625, + 1100.10986328125, + 998.050048828125, + 1092.139892578125, + 931.25, + 947.579833984375, + 818.9599609375, + 852.169921875, + 824.070068359375, + 752.579833984375, + 725.179931640625, + 696.18994140625, + 751.030029296875, + 929.969970703125, + 1079.280029296875, + 1134.159912109375, + 1148.06005859375, + 1137.389892578125, + 1247.070068359375, + 1227.829833984375, + 1172.68994140625, + 992.669921875, + 951.22998046875, + 1021.159912109375, + 961.83984375, + 878.08984375, + 801.7099609375, + 893.079833984375, + 1121.6298828125, + 1341.969970703125, + 1426.550048828125, + 1442.75, + 1355.619873046875, + 1344.449951171875, + 1220.52001953125, + 1144.6298828125, + 1027.22998046875, + 1118.989990234375, + 1084.1298828125, + 1146.969970703125, + 1167.3798828125, + 1093.85986328125, + 1017.989990234375, + 1082.179931640625, + 1127.530029296875, + 1207.260009765625, + 1236.22998046875, + 1099.949951171875, + 1192.320068359375, + 1213.579833984375, + 1086.909912109375, + 975.199951171875, + 964.800048828125, + 1038.97998046875, + 1027.849853515625, + 890.93994140625, + 938.72998046875, + 1057.909912109375, + 1031.699951171875, + 1073.409912109375, + 1200.93994140625, + 1264.010009765625, + 1327.050048828125, + 1314.320068359375, + 1136.579833984375, + 1103.760009765625, + 1001.820068359375, + 972.239990234375, + 971.820068359375, + 1062.9599609375, + 1126.68994140625, + 1284.989990234375, + 1222.10986328125, + 1161.72998046875, + 1233.139892578125, + 1392.489990234375, + 1290.599853515625, + 1215.570068359375, + 1390.5400390625, + 1550.3798828125, + 1499.0, + 1423.909912109375, + 1382.489990234375, + 1448.83984375, + 1314.25, + 1294.2900390625, + 1280.489990234375, + 1214.31005859375, + 1202.85986328125, + 1317.300048828125, + 1350.0, + 1334.869873046875, + 1355.139892578125, + 1594.300048828125, + 1666.619873046875, + 1485.369873046875, + 1260.219970703125, + 1356.929931640625, + 1203.02001953125, + 861.7099609375, + 974.429931640625, + 1046.139892578125, + 1077.7900390625, + 1265.079833984375, + 1236.81005859375, + 1313.22998046875, + 1343.550048828125, + 1230.9599609375, + 1239.800048828125, + 1180.22998046875, + 1120.43994140625, + 1189.64990234375, + 1227.7900390625, + 1113.949951171875, + 1148.9599609375, + 1208.83984375, + 1263.25, + 1032.010009765625, + 948.079833984375, + 1020.9599609375, + 1008.010009765625, + 950.699951171875, + 1015.68994140625, + 1049.14990234375, + 1154.510009765625, + 1282.22998046875, + 1337.669921875, + 1332.929931640625, + 1329.530029296875, + 1292.079833984375, + 1354.570068359375, + 1274.27001953125, + 1053.169921875, + 1104.8798828125, + 1277.64990234375, + 1156.010009765625, + 1003.58984375, + 927.849853515625, + 1057.449951171875, + 1156.6298828125, + 1222.18994140625, + 1045.280029296875, + 1188.409912109375, + 1098.25, + 1072.070068359375, + 1054.93994140625, + 945.02001953125, + 1113.14990234375, + 1217.72998046875, + 1205.08984375, + 1418.260009765625, + 1632.419921875, + 1575.81005859375, + 1675.050048828125, + 1587.60986328125, + 1454.800048828125, + 1404.5, + 1344.760009765625, + 1325.349853515625, + 1254.7900390625, + 1214.989990234375, + 1111.659912109375, + 1285.179931640625, + 1324.070068359375, + 1251.599853515625, + 1371.7099609375, + 1405.989990234375, + 1389.5, + 1614.280029296875, + 1558.39990234375, + 1707.969970703125, + 1755.760009765625, + 1649.099853515625, + 1758.099853515625, + 1747.070068359375, + 1715.58984375, + 1444.829833984375, + 1416.3798828125, + 1313.909912109375, + 1246.27001953125, + 1355.83984375, + 1337.989990234375, + 1252.219970703125, + 1391.070068359375, + 1327.0, + 1436.58984375, + 1234.0, + 1063.72998046875, + 1122.81005859375, + 1113.639892578125, + 1060.829833984375, + 910.050048828125, + 899.419921875, + 1023.909912109375, + 925.2900390625, + 1085.919921875, + 1121.5400390625, + 1161.9599609375, + 1213.849853515625, + 1035.159912109375, + 1235.89990234375, + 1211.929931640625, + 1282.93994140625, + 1442.619873046875, + 1410.199951171875, + 1648.919921875, + 1544.300048828125, + 1446.58984375, + 1340.550048828125, + 1340.27001953125, + 1181.119873046875, + 1135.08984375, + 1103.929931640625, + 1178.08984375, + 1299.929931640625, + 1323.7099609375, + 1547.97998046875, + 1588.199951171875, + 1638.619873046875, + 1735.93994140625, + 1561.14990234375, + 1406.7099609375, + 1373.119873046875, + 1312.31005859375, + 1328.56005859375, + 1284.239990234375, + 1396.889892578125, + 1434.280029296875, + 1242.75, + 1132.780029296875, + 1243.35986328125, + 1254.64990234375, + 1134.099853515625, + 1075.9599609375, + 1102.18994140625, + 1120.409912109375, + 1123.969970703125, + 1111.659912109375, + 1108.219970703125, + 1189.0, + 1232.429931640625, + 1263.669921875, + 1345.579833984375, + 1465.179931640625, + 1364.050048828125, + 1210.969970703125, + 1180.800048828125, + 1136.52001953125, + 1094.22998046875, + 1093.079833984375, + 1109.0, + 1118.639892578125, + 1128.27001953125, + 1280.739990234375, + 1089.35986328125, + 973.219970703125, + 997.820068359375, + 1217.030029296875, + 1231.739990234375, + 1182.47998046875, + 1205.510009765625, + 1215.7900390625, + 1195.8798828125, + 1087.949951171875, + 1088.849853515625, + 1120.10986328125, + 1248.389892578125, + 1263.2099609375, + 1354.7900390625, + 1387.829833984375, + 1403.659912109375, + 1370.93994140625, + 1227.18994140625, + 1234.14990234375, + 1037.739990234375, + 1140.85986328125, + 1200.10986328125, + 1108.6298828125, + 1268.6298828125, + 1298.300048828125, + 1473.64990234375, + 1438.510009765625, + 1405.849853515625, + 1589.60986328125, + 1668.219970703125, + 1583.800048828125, + 1631.2900390625, + 1637.699951171875, + 1748.72998046875, + 1580.800048828125, + 1628.579833984375, + 1638.909912109375, + 1628.22998046875, + 1733.85986328125, + 1756.6298828125, + 1649.14990234375, + 1720.89990234375, + 1564.909912109375, + 1354.969970703125, + 1179.389892578125, + 999.929931640625, + 1087.77001953125, + 1073.33984375, + 1250.369873046875, + 1249.9599609375, + 1445.699951171875, + 1243.929931640625, + 1145.949951171875, + 1154.02001953125, + 1043.389892578125, + 1002.800048828125, + 1157.949951171875, + 1358.099853515625, + 1551.97998046875, + 1593.780029296875, + 1557.31005859375, + 1444.449951171875, + 1373.550048828125, + 1256.9599609375, + 1127.389892578125, + 1117.31005859375, + 1161.550048828125, + 1448.349853515625, + 1355.14990234375, + 1721.829833984375, + 1788.929931640625, + 1738.2900390625, + 1909.440185546875, + 1852.699951171875, + 1806.690185546875, + 1714.139892578125, + 1665.25, + 1796.999755859375, + 1567.919921875, + 1607.909912109375, + 1571.469970703125, + 1598.530029296875, + 1486.760009765625, + 1519.10986328125, + 1486.429931640625, + 1556.679931640625, + 1613.3798828125, + 1453.280029296875, + 1527.68994140625, + 1477.3798828125, + 1612.83984375, + 1484.829833984375, + 1656.97998046875, + 1728.72998046875, + 1721.169921875, + 1655.52001953125, + 1690.409912109375, + 1757.079833984375, + 1608.969970703125, + 1678.43994140625, + 1864.959716796875, + 2001.110107421875, + 1909.849853515625, + 1712.2900390625, + 1580.14990234375, + 1568.419921875, + 1403.719970703125, + 1283.579833984375, + 1464.050048828125, + 1472.800048828125, + 1487.530029296875, + 1447.929931640625, + 1338.47998046875, + 1288.369873046875, + 1220.429931640625, + 1143.08984375, + 1334.510009765625, + 1369.2900390625, + 1366.18994140625, + 1379.75, + 1478.159912109375, + 1418.33984375, + 1327.489990234375, + 1339.079833984375, + 1337.75, + 1350.699951171875, + 1236.739990234375, + 1234.0, + 1164.800048828125, + 1252.280029296875, + 1339.72998046875, + 1439.18994140625, + 1465.429931640625, + 1528.639892578125, + 1664.409912109375, + 1855.280029296875, + 1885.909912109375, + 1797.840087890625, + 1716.31005859375, + 1609.9599609375, + 1475.75, + 1317.050048828125, + 1342.3798828125, + 1338.02001953125, + 1532.239990234375, + 1599.83984375, + 1641.3798828125, + 1679.47998046875, + 1585.869873046875, + 1712.669921875, + 1407.159912109375, + 1374.64990234375, + 1387.030029296875, + 1517.099853515625, + 1539.27001953125, + 1577.989990234375, + 1601.7900390625, + 1568.619873046875, + 1470.5400390625, + 1554.489990234375, + 1527.8798828125, + 1343.68994140625, + 1347.9599609375, + 1409.800048828125, + 1423.969970703125, + 1323.47998046875, + 1349.530029296875, + 1400.33984375, + 1682.119873046875, + 1704.02001953125, + 1692.08984375, + 1756.449951171875, + 1645.60986328125, + 1610.550048828125, + 1500.280029296875, + 1487.070068359375, + 1345.6298828125, + 1642.14990234375, + 1662.5, + 1832.170166015625, + 1714.27001953125, + 1762.5400390625, + 1847.670166015625, + 1664.9599609375, + 1590.239990234375, + 1609.409912109375, + 1562.97998046875, + 1624.89990234375, + 1705.919921875, + 1819.709716796875, + 2005.929931640625, + 1990.209716796875, + 2106.659912109375, + 2156.679931640625, + 2107.860107421875, + 2044.610107421875, + 2070.690185546875, + 2048.340087890625, + 2156.329833984375, + 2102.729736328125, + 2052.229736328125, + 1942.729736328125, + 2000.349853515625, + 1788.579833984375, + 1563.329833984375, + 1635.58984375, + 1582.72998046875, + 1567.3798828125, + 1557.199951171875, + 1456.68994140625, + 1458.27001953125, + 1537.889892578125, + 1370.159912109375, + 1518.239990234375, + 1487.829833984375, + 1528.179931640625, + 1438.06005859375, + 1472.849853515625, + 1682.39990234375, + 1597.0, + 1513.2900390625, + 1565.31005859375, + 1641.93994140625, + 1854.340087890625, + 1729.0400390625, + 1759.099853515625, + 1798.659912109375, + 1991.440185546875, + 2050.610107421875, + 1910.550048828125, + 1803.690185546875, + 1802.909912109375, + 1917.499755859375, + 1843.699951171875, + 1706.919921875, + 1621.530029296875, + 1548.56005859375, + 1649.85986328125, + 1508.5400390625, + 1415.510009765625, + 1466.39990234375, + 1678.9599609375, + 1898.440185546875, + 1934.489990234375, + 2067.469970703125, + 2131.920166015625, + 2060.949951171875, + 2036.389892578125, + 2026.820068359375, + 2001.039794921875, + 1859.159912109375, + 1932.030029296875, + 1887.760009765625, + 1981.260009765625, + 2032.119873046875, + 1863.499755859375, + 1893.570068359375, + 1769.760009765625, + 1932.070068359375, + 1715.58984375, + 1582.719970703125, + 1588.56005859375, + 1625.320068359375, + 1792.650146484375, + 1637.5, + 1723.469970703125, + 1906.739990234375, + 2003.789794921875, + 1926.940185546875, + 1874.769775390625, + 1819.719970703125, + 1846.409912109375, + 1935.409912109375, + 1883.280029296875, + 1938.070068359375, + 2146.780029296875, + 2342.619873046875, + 2366.949951171875, + 2148.289794921875, + 2081.280029296875, + 2032.639892578125, + 2103.940185546875, + 2015.789794921875, + 1838.920166015625, + 1865.699951171875, + 1863.510009765625, + 1763.419921875, + 1685.35986328125, + 1591.969970703125, + 1507.33984375, + 1562.570068359375, + 1570.070068359375, + 1625.070068359375, + 1537.139892578125, + 1542.56005859375, + 1547.7099609375, + 1630.260009765625, + 1859.909912109375, + 1765.89990234375, + 1947.559814453125, + 1939.369873046875, + 2096.979736328125, + 2131.550048828125, + 2138.030029296875, + 1913.090087890625, + 1889.479736328125, + 1723.329833984375, + 1528.219970703125, + 1540.9599609375, + 1651.829833984375, + 1778.050048828125, + 1694.159912109375, + 1927.749755859375, + 2066.280029296875, + 2035.280029296875, + 1911.429931640625, + 1722.58984375, + 1746.2099609375, + 1617.050048828125, + 1625.869873046875, + 1638.909912109375, + 1785.22998046875, + 1825.489990234375, + 1767.39990234375, + 1703.739990234375, + 1941.119873046875, + 1980.840087890625, + 1985.840087890625, + 1908.909912109375, + 1815.860107421875, + 1953.409912109375, + 2047.400146484375, + 1959.429931640625, + 2006.079833984375, + 2012.199951171875, + 2252.249755859375, + 2473.229736328125, + 2362.719970703125, + 2313.630126953125, + 2157.630126953125, + 2165.880126953125, + 2035.650146484375, + 2073.179931640625, + 1949.499755859375, + 1878.739990234375, + 1975.760009765625, + 1897.849853515625, + 1931.959716796875, + 1865.860107421875, + 2032.110107421875, + 2160.409912109375, + 2292.269775390625, + 2386.679931640625, + 2487.999755859375, + 2550.059814453125, + 2372.969970703125, + 2263.309814453125, + 2244.800048828125, + 2134.420166015625, + 2017.179931640625, + 1866.139892578125, + 1711.85986328125, + 1671.33984375 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 9.016485273605213e-05, + 8.462400728603825e-05, + 7.769641524646431e-05, + 7.34229470253922e-05, + 7.091956649674103e-05, + 7.239620026666671e-05, + 7.440097397193313e-05, + 7.729558274149895e-05, + 8.75785990501754e-05, + 0.00010009242396336049, + 0.0001177598096546717, + 0.00013360439334064722, + 0.00013102756929583848, + 0.00012490882363636047, + 0.00012123048509238288, + 0.00010502670193091035, + 9.619131742510945e-05, + 8.80734296515584e-05, + 9.244846296496689e-05, + 9.996529843192548e-05, + 0.00011062383418902755, + 0.00014441710663959384, + 0.00021274331083986908, + 0.0005415611667558551, + -0.0007884580409154296, + -0.00022173959587235004, + -0.00012418199912644923, + -7.761709275655448e-05, + -5.625834091915749e-05, + -4.6677749196533114e-05, + -3.878494680975564e-05, + -3.3794793125707656e-05, + -3.01108793792082e-05, + -2.7950361982220784e-05, + -2.6603674996295013e-05, + -2.5460107281105593e-05, + -2.3789951228536665e-05, + -2.151540684280917e-05, + -1.975330633285921e-05, + -1.8183929569204338e-05, + -1.6771235095802695e-05, + -1.554854679852724e-05, + -1.453887398383813e-05, + -1.3710587154491805e-05, + -1.3107714949001092e-05, + -1.2573129424708895e-05, + -1.2001125469396356e-05, + -1.1394933608244173e-05, + -1.0850619219127111e-05, + -1.023741060635075e-05, + -9.600219527783338e-06, + -9.014485840452835e-06, + -8.43361431179801e-06, + -7.896028364484664e-06, + -7.370297225861577e-06, + -6.873006896057632e-06, + -6.370788923959481e-06, + -5.995076662657084e-06, + -5.672187853633659e-06, + -5.38620679435553e-06, + -5.141825113241794e-06, + -4.939534392178757e-06, + -4.8009806050686166e-06, + -4.6904542614356615e-06, + -4.5855708776798565e-06, + -4.46964213551837e-06, + -4.343316049926216e-06, + -4.198186161374906e-06, + -4.0610607356939e-06, + -3.917548838217044e-06, + -3.7508025343413465e-06, + -3.568030479073059e-06, + -3.4277895792911295e-06, + -3.2846442081790883e-06, + -3.1564111395709915e-06, + -3.037405804207083e-06, + -2.9061320674372837e-06, + -2.789915924950037e-06, + -2.69417546405748e-06, + -2.606197085697204e-06, + -2.517779648769647e-06, + -2.4436014882667223e-06, + -2.3631241674593184e-06, + -2.2899794203112833e-06, + -2.237488615719485e-06, + -2.1884634406887926e-06, + -2.1407788608485134e-06, + -2.1019302494096337e-06, + -2.056428229479934e-06, + -2.008287083299365e-06, + -1.950339310496929e-06, + -1.8915803821073496e-06, + -1.8208293113275431e-06, + -1.7650246491029975e-06, + -1.7076730500775739e-06, + -1.6419540997958393e-06, + -1.5858346387176425e-06, + -1.546484440950735e-06, + -1.506642774984357e-06, + -1.4666795777884545e-06, + -1.4238179346648394e-06, + -1.376387444906868e-06, + -1.3279316135594854e-06, + -1.2769534123435733e-06, + -1.2245199059179868e-06, + -1.1736196938727517e-06, + -1.1277439853074611e-06, + -1.0818462214956526e-06, + -1.0397573078080313e-06, + -1.0043650036095642e-06, + -9.688825457487837e-07, + -9.382962389281602e-07, + -9.102550393436104e-07, + -8.842717988954973e-07, + -8.597472742621903e-07, + -8.342768182956206e-07, + -8.112293130579928e-07, + -7.808474151715927e-07, + -7.514308322242869e-07, + -7.205568408608087e-07, + -6.916072265994444e-07, + -6.64136791783676e-07, + -6.376768055815774e-07, + -6.102025054133264e-07, + -5.798422648695123e-07, + -5.558366638069856e-07, + -5.345513045540429e-07, + -5.14747625857126e-07, + -4.95951042012166e-07, + -4.779436721946695e-07, + -4.60459631312915e-07, + -4.435360949628375e-07, + -4.306172058932134e-07, + -4.1705385456225486e-07, + -4.0417302216155804e-07, + -3.9035776921991783e-07, + -3.754146860046603e-07, + -3.6170209227748273e-07, + -3.487425317416637e-07, + -3.3544174016242323e-07, + -3.227327169952332e-07, + -3.1030316449687234e-07, + -2.989052916291257e-07, + -2.883238892081863e-07, + -2.7817395675810985e-07, + -2.7035014227294596e-07, + -2.6392606855552003e-07, + -2.580281943664886e-07, + -2.5227538458238996e-07, + -2.462616635057202e-07, + -2.399570746547397e-07, + -2.3318300179653306e-07, + -2.244656513994414e-07, + -2.16755481119435e-07, + -2.091093875833394e-07, + -2.0120540966672706e-07, + -1.9393615957596921e-07, + -1.88001749279465e-07, + -1.8271434498728922e-07, + -1.776625566662915e-07, + -1.724734914887449e-07, + -1.6670028912812995e-07, + -1.6090024246295798e-07, + -1.546701042798304e-07, + -1.4737439357759285e-07, + -1.4059865804938454e-07, + -1.3480385518960247e-07, + -1.283172963439938e-07, + -1.214621079270728e-07, + -1.1402580213371039e-07, + -1.077289510931223e-07, + -1.0197707922543486e-07, + -9.658945998580748e-08, + -9.099262854306289e-08, + -8.567084108790368e-08, + -8.084745672931604e-08, + -7.543086155692436e-08, + -7.021927217465418e-08, + -6.540518171505028e-08, + -6.046056455488724e-08, + -5.5299331336300384e-08, + -5.0386120165057946e-08, + -4.5646270763199936e-08, + -4.2108695197384804e-08, + -3.815883786728591e-08, + -3.418418259570899e-08, + -3.0287463204103915e-08, + -2.7223560294942217e-08, + -2.434062373879442e-08, + -2.1413736561726182e-08, + -1.8249423305860546e-08, + -1.4715482166138827e-08, + -1.1669837540750905e-08, + -8.731024792041353e-09, + -4.813089926614111e-09, + -7.59474150235917e-10, + 3.2599172250513675e-09, + 6.995006351928623e-09, + 1.02617994102161e-08, + 1.3811169097266429e-08, + 1.7213530156823253e-08, + 2.0253288823823823e-08, + 2.323633374601286e-08, + 2.5905501743750392e-08, + 2.9310617932765126e-08, + 3.2779574610231066e-08, + 3.580776564149346e-08, + 3.915938151521914e-08, + 4.239392836780098e-08, + 4.5161041128949364e-08, + 4.7809660230768714e-08, + 5.023321136832237e-08, + 5.233519573266676e-08, + 5.470679198538164e-08, + 5.646461431751959e-08, + 5.8889032317210876e-08, + 6.136033192660761e-08, + 6.375846339778946e-08, + 6.642246574983801e-08, + 6.878384084529898e-08, + 7.082989128548434e-08, + 7.321806805293818e-08, + 7.536460344681473e-08, + 7.752824870976838e-08, + 7.958928449625091e-08, + 8.178606236697306e-08, + 8.429901754425373e-08, + 8.661699979484183e-08, + 8.867559841974071e-08, + 9.074508966477879e-08, + 9.299851200239573e-08, + 9.48503782183252e-08, + 9.664923794616698e-08, + 9.833422609517584e-08, + 1.0000738370763429e-07, + 1.0177701170732689e-07, + 1.0368594161036526e-07, + 1.0559450203118104e-07, + 1.0768919622705653e-07, + 1.0975716691064008e-07, + 1.1177817782481725e-07, + 1.1397635546472884e-07, + 1.158445144255893e-07, + 1.1742918815116354e-07, + 1.1924977627586486e-07, + 1.2110639602269657e-07, + 1.2288303707919113e-07, + 1.2452220232717082e-07, + 1.262040001392961e-07, + 1.2814412286843435e-07, + 1.2991338849133172e-07, + 1.3145884736331936e-07, + 1.329723318121978e-07, + 1.3471374415985338e-07, + 1.3649888330746762e-07, + 1.3824902111991832e-07, + 1.3996020697959466e-07, + 1.4166988648867118e-07, + 1.4357591737734765e-07, + 1.4545690874001593e-07, + 1.470514519041899e-07, + 1.4844287932191946e-07, + 1.4977479168010177e-07, + 1.5102962436230882e-07, + 1.521612773558445e-07, + 1.5329597147228924e-07, + 1.5434972056027618e-07, + 1.5540142328518414e-07, + 1.5650471141270828e-07, + 1.5759960092509573e-07, + 1.5863562907725282e-07, + 1.5972908329331403e-07, + 1.6078992359780386e-07, + 1.6176116446331434e-07, + 1.6286135462451057e-07, + 1.640375444367237e-07, + 1.652338141866494e-07, + 1.664643889398576e-07, + 1.676120433558026e-07, + 1.6871767627435474e-07, + 1.6992183304864739e-07, + 1.7101851312872896e-07, + 1.7208294877946173e-07, + 1.7298643228969013e-07, + 1.7381353245582432e-07, + 1.745603270819629e-07, + 1.7536842733534286e-07, + 1.7610781810617482e-07, + 1.7681060171526042e-07, + 1.7748556047081365e-07, + 1.7817870912040235e-07, + 1.7886236491904128e-07, + 1.7954697284494614e-07, + 1.8029554382792412e-07, + 1.8094837628268579e-07, + 1.8161652803883044e-07, + 1.823242428145022e-07, + 1.829765352567847e-07, + 1.836197753846136e-07, + 1.8425539849431516e-07, + 1.8489959074940998e-07, + 1.8558384340394696e-07, + 1.8626928977028e-07, + 1.86889522524325e-07, + 1.874834936188563e-07, + 1.8819747538145748e-07, + 1.8881351593336149e-07, + 1.8931490330942324e-07, + 1.8975079285610263e-07, + 1.9017015517874825e-07, + 1.9069292989115638e-07, + 1.9121088712381606e-07, + 1.917423588793099e-07, + 1.9235825732266676e-07, + 1.9304100362660392e-07, + 1.9380692606318917e-07, + 1.946396679386453e-07, + 1.9542497398106207e-07, + 1.9614812174495455e-07, + 1.9677764839798328e-07, + 1.973677115074679e-07, + 1.9793610306351184e-07, + 1.9841110088236746e-07, + 1.98891541458579e-07, + 1.9936895512273622e-07, + 1.9986067911759164e-07, + 2.003268235739597e-07, + 2.007730870445812e-07, + 2.0124562638557109e-07, + 2.017166877976706e-07, + 2.0218217855472176e-07, + 2.0266959666059847e-07, + 2.031259924706319e-07, + 2.0363992803140718e-07, + 2.04078190790824e-07, + 2.0450853810416447e-07, + 2.0500193897987629e-07, + 2.0547818735394685e-07, + 2.059514230268178e-07, + 2.0636791475681093e-07, + 2.067473303668521e-07, + 2.0714618642614369e-07, + 2.075016141134256e-07, + 2.078459857557391e-07, + 2.081654173480274e-07, + 2.0851490489803837e-07, + 2.0891172880510567e-07, + 2.0932897371039871e-07, + 2.0972973402422213e-07, + 2.1012010620324872e-07, + 2.1050760778962285e-07, + 2.1087187462853763e-07, + 2.1121701365700574e-07, + 2.1152774820620834e-07, + 2.118288051633499e-07, + 2.1210593104115105e-07, + 2.1234558289506822e-07, + 2.1258482263419864e-07, + 2.1282228601648967e-07, + 2.1305977782049013e-07, + 2.1331058519535873e-07, + 2.1358906110435782e-07, + 2.1386632909070613e-07, + 2.141459845006466e-07, + 2.144367243772649e-07, + 2.1473682920714054e-07, + 2.150338644923977e-07, + 2.1529348259718972e-07, + 2.1549544726440217e-07, + 2.1569107389041164e-07, + 2.1584216369774367e-07, + 2.1597395516437246e-07, + 2.1611180045510991e-07, + 2.1624587986934785e-07, + 2.1638543046265113e-07, + 2.1652444104347524e-07, + 2.1666738803105545e-07, + 2.1681860573607992e-07, + 2.169656312389634e-07, + 2.1712158115860802e-07, + 2.172657076471296e-07, + 2.174201370053197e-07, + 2.1756271451067732e-07, + 2.1768921953935205e-07, + 2.1782460635222378e-07, + 2.1793746896037192e-07, + 2.1804977734518616e-07, + 2.1814473427639314e-07, + 2.1824139651016594e-07, + 2.1833281493854884e-07, + 2.1841444208803296e-07, + 2.1849136544460634e-07, + 2.1856359921912372e-07, + 2.186397694003972e-07, + 2.1873189837151585e-07, + 2.1883619183427072e-07, + 2.1894298640745546e-07, + 2.190482888408951e-07, + 2.1914986803039938e-07, + 2.192582400084575e-07, + 2.193620076695879e-07, + 2.194583714754117e-07, + 2.1953771067728667e-07, + 2.1961166396522458e-07, + 2.1968884311718284e-07, + 2.1975949948682683e-07, + 2.1982216935612087e-07, + 2.1987776221976674e-07, + 2.1993790255692147e-07, + 2.2001115951297834e-07, + 2.200960125264828e-07, + 2.2018316769845114e-07, + 2.2026830492904992e-07, + 2.203455125027176e-07, + 2.2041938052552723e-07, + 2.204840399144814e-07, + 2.2054248915992503e-07, + 2.2059306559185643e-07, + 2.2064608629079885e-07, + 2.2069552585435304e-07, + 2.20745775436626e-07, + 2.2079483130710287e-07, + 2.2083888495672e-07, + 2.208781495482981e-07, + 2.209180678391931e-07, + 2.2095775875641266e-07, + 2.209982739032057e-07, + 2.2103770902504039e-07, + 2.2107101926849282e-07, + 2.211052105849376e-07, + 2.211381087136033e-07, + 2.2116586251286208e-07, + 2.2118931042314216e-07, + 2.212110388200017e-07, + 2.2123292353626312e-07, + 2.2125306031739456e-07, + 2.2126923227006046e-07, + 2.2128493526452075e-07, + 2.213011498497508e-07, + 2.2131553123472258e-07, + 2.2132898891413788e-07, + 2.2134240396098903e-07, + 2.213548100371554e-07, + 2.2136606503408984e-07, + 2.2137548683076602e-07, + 2.2138212329991802e-07, + 2.2138718236419663e-07, + 2.213905077042e-07, + 2.2139251143471483e-07, + 2.213933214534336e-07, + 2.2139290933864686e-07, + 2.2139111877095274e-07, + 2.2138756605727394e-07, + 2.2138273436667077e-07, + 2.2137682265110925e-07, + 2.2136913457870833e-07, + 2.2135888855245867e-07, + 2.213479746160374e-07, + 2.2133637855858979e-07, + 2.213216134805407e-07, + 2.2130350885163352e-07, + 2.2128446630631515e-07, + 2.2126491217022703e-07, + 2.2124453380456544e-07, + 2.2122175380445697e-07, + 2.2119979803392198e-07, + 2.211769185578305e-07, + 2.2115304432190896e-07, + 2.2112925535111572e-07, + 2.2110454267476598e-07, + 2.2107627728473744e-07, + 2.2104607921846764e-07, + 2.2101502850091492e-07, + 2.2098232932421524e-07, + 2.2094248208759382e-07, + 2.2089948004122562e-07, + 2.2085994544340792e-07, + 2.2082537043388584e-07, + 2.2078702954786422e-07, + 2.207520424235554e-07, + 2.2072626393310202e-07, + 2.2069629324050766e-07, + 2.2066326721414953e-07, + 2.206283795658237e-07, + 2.2058642912270443e-07, + 2.2054449289043987e-07, + 2.204990039444965e-07, + 2.2045146863547416e-07, + 2.2040704550363444e-07, + 2.2036141444914392e-07, + 2.2031713342585135e-07, + 2.2027430190973973e-07, + 2.2022797452336818e-07, + 2.2017933076767804e-07, + 2.2013443867763272e-07, + 2.2008732969425182e-07, + 2.2003698063599586e-07, + 2.1998356203312142e-07, + 2.199392383772647e-07, + 2.1989787057918875e-07, + 2.1985265163948498e-07, + 2.198073474346529e-07, + 2.1976401853862626e-07, + 2.1971705166379252e-07, + 2.1966788210647792e-07, + 2.1961307083984138e-07, + 2.1955146678465098e-07, + 2.1948646633518365e-07, + 2.1942096850580128e-07, + 2.1935493066393974e-07, + 2.1929007232301956e-07, + 2.19221391262181e-07, + 2.1915610659561935e-07, + 2.1910160796778655e-07, + 2.1904381242165982e-07, + 2.1897633928347204e-07, + 2.189146925957175e-07, + 2.188606629260903e-07, + 2.1881020018099662e-07, + 2.1875212041777559e-07, + 2.186880152521553e-07, + 2.1861968946268462e-07, + 2.1856075704818068e-07, + 2.1849317022315518e-07, + 2.1843020192591212e-07, + 2.1836822838849912e-07, + 2.1830673802014644e-07, + 2.1825118778906472e-07, + 2.1818523521233146e-07, + 2.1811256090131792e-07, + 2.1804014238568925e-07, + 2.1795435145577358e-07, + 2.1785507442473317e-07, + 2.1775875325147354e-07, + 2.1765586666333547e-07, + 2.1755789703092887e-07, + 2.1746767231434205e-07, + 2.1738010502758698e-07, + 2.1729582044827112e-07, + 2.1721228904425516e-07, + 2.1713279352297832e-07, + 2.170553727864899e-07, + 2.1698411956094787e-07, + 2.1690129869966768e-07, + 2.1681553619146143e-07, + 2.167340937830886e-07, + 2.1664438065727154e-07, + 2.1655203852333216e-07, + 2.164603785104191e-07, + 2.1635349867210607e-07, + 2.1624997259550582e-07, + 2.1613612943838234e-07, + 2.1601881883270835e-07, + 2.1590830101558822e-07, + 2.1579018039119546e-07, + 2.156725145141536e-07, + 2.155567102590794e-07, + 2.1545888273521996e-07, + 2.1536266103794333e-07, + 2.1527306159896398e-07, + 2.1518776804896333e-07, + 2.150946301071599e-07, + 2.1500240166005824e-07, + 2.1491575807885965e-07, + 2.1481919532106986e-07, + 2.147267821328569e-07, + 2.1462643928771286e-07, + 2.1453996623677085e-07, + 2.144651318758406e-07, + 2.1438583530652977e-07, + 2.1430690821944154e-07, + 2.1423144858090382e-07, + 2.1416641970972705e-07, + 2.141018740076106e-07, + 2.14028105460784e-07, + 2.1396115812422067e-07, + 2.1388231630226073e-07, + 2.138005896767936e-07, + 2.13715694030725e-07, + 2.136267056584984e-07, + 2.1355057810978906e-07, + 2.1345942968764575e-07, + 2.1336980182695697e-07, + 2.1327470278720284e-07, + 2.1316751031008607e-07, + 2.130625489371596e-07, + 2.129396250438731e-07, + 2.1282438922298752e-07, + 2.1271627304031426e-07, + 2.126159017734608e-07, + 2.1251534576549602e-07, + 2.1242654213438072e-07, + 2.1234100699984992e-07, + 2.1225757507181697e-07, + 2.1216834511506022e-07, + 2.1206965072906314e-07, + 2.1196899524511537e-07, + 2.1185111620525277e-07, + 2.117300823556434e-07, + 2.1160508367756847e-07, + 2.114726385116228e-07, + 2.113534662839811e-07, + 2.1124597537891532e-07, + 2.111408861082964e-07, + 2.1104033010033163e-07, + 2.1093835300689534e-07, + 2.1083963019918883e-07, + 2.1073211087241361e-07, + 2.106215930552935e-07, + 2.1052571241853002e-07, + 2.1043817355348438e-07, + 2.1034188080193417e-07, + 2.102445932905539e-07, + 2.1015647178046493e-07, + 2.1007274142448296e-07, + 2.0998679417516541e-07, + 2.0989925531011977e-07, + 2.0981129011943267e-07, + 2.0972412073660962e-07, + 2.096370650406243e-07, + 2.0954351498403412e-07, + 2.0944644063547457e-07, + 2.0934675148964743e-07, + 2.0924051113979658e-07, + 2.0912473530643183e-07, + 2.0901690334085288e-07, + 2.0892106533665356e-07, + 2.0882748685835395e-07, + 2.0873730477433128e-07, + 2.0865032013261953e-07, + 2.0856333549090778e-07, + 2.084749297637245e-07, + 2.083856571744036e-07, + 2.0829547509038093e-07, + 2.081930006170296e-07, + 2.0810574596907827e-07, + 2.0802764311156352e-07, + 2.0794745125840564e-07, + 2.0784951004770846e-07, + 2.0775031828179635e-07, + 2.0765499186836678e-07, + 2.0755771856784122e-07, + 2.0745950735090446e-07, + 2.0736284511713166e-07, + 2.0727480887217098e-07, + 2.07186587886099e-07, + 2.0709572368105e-07, + 2.069943860760759e-07, + 2.0689178370503214e-07, + 2.0678167800269875e-07, + 2.066688864488242e-07, + 2.065547448637517e-07, + 2.0644328913022036e-07, + 2.0634344366499136e-07, + 2.062430013438643e-07, + 2.0615846096916357e-07, + 2.0606542250334314e-07, + 2.0596748129264597e-07, + 2.0587694393725542e-07, + 2.0577327575210802e-07, + 2.0566713487824018e-07, + 2.055466694628194e-07, + 2.0542910306176054e-07, + 2.0531419409053342e-07, + 2.051843210892912e-07, + 2.050481242577007e-07, + 2.0491890495577536e-07, + 2.047859197773505e-07, + 2.0465253669499361e-07, + 2.0451022919587558e-07, + 2.043817062258313e-07, + 2.0424940316843276e-07, + 2.041163327248796e-07, + 2.0398425704115652e-07, + 2.038437401097326e-07, + 2.037015462974523e-07, + 2.0356819163680484e-07, + 2.0342916684512602e-07, + 2.033028465575626e-07, + 2.0319350824138382e-07, + 2.030983239365014e-07, + 2.0301757786000962e-07, + 2.0292965530188667e-07, + 2.028428411904315e-07, + 2.0274167411571398e-07, + 2.0264052125185117e-07, + 2.0252355170669034e-07, + 2.0242291043359728e-07, + 2.0233017039572587e-07, + 2.0223674823682813e-07, + 2.0215223628383683e-07, + 2.0207093598401116e-07, + 2.0197700223434367e-07, + 2.0186683968859143e-07, + 2.017410025700883e-07, + 2.01611882744146e-07, + 2.0148584667367686e-07, + 2.0136901923706318e-07, + 2.0125794719660917e-07, + 2.0115632537454076e-07, + 2.0106516274154274e-07, + 2.0097479591640877e-07, + 2.0088080532332242e-07, + 2.0076362261534086e-07, + 2.0065404271463194e-07, + 2.0051493265782483e-07, + 2.0037060721733724e-07, + 2.002305450332642e-07, + 2.000769541155023e-07, + 1.9992819488834357e-07, + 1.9978337206794095e-07, + 1.9964616626566567e-07, + 1.9951302476783894e-07, + 1.9936953776777955e-07, + 1.992445106679952e-07, + 1.9911641402359237e-07, + 1.9899133008038916e-07, + 1.988642281958164e-07, + 1.9874613599313307e-07, + 1.9862552846916515e-07, + 1.9850762100759312e-07, + 1.9838424236695573e-07, + 1.982565152047755e-07, + 1.981415493901295e-07, + 1.9802078554675973e-07, + 1.979041002186932e-07, + 1.9777684201471857e-07, + 1.9765978720442945e-07, + 1.9752928892557975e-07, + 1.9739329104595527e-07, + 1.9725808897419483e-07, + 1.971282159729526e-07, + 1.9699577080700692e-07, + 1.9685829499849206e-07, + 1.9673257156682666e-07, + 1.9660156169720722e-07, + 1.9645624149688956e-07, + 1.9630059000519395e-07, + 1.9615232815795025e-07, + 1.9601961298576498e-07, + 1.9589730015923124e-07, + 1.9577601051423699e-07, + 1.9566753906019585e-07, + 1.955684041377026e-07, + 1.954553852101526e-07, + 1.9534176942670456e-07, + 1.9522714467257174e-07, + 1.9511563209562155e-07, + 1.9501261760979105e-07, + 1.9491349689815252e-07, + 1.948196199919039e-07, + 1.9473169743378094e-07, + 1.9462909506273718e-07, + 1.945238636835711e-07, + 1.9441891652149934e-07, + 1.9431300302130694e-07, + 1.9419961461153434e-07, + 1.9409091578381776e-07, + 1.9398922290747578e-07, + 1.938867058015603e-07, + 1.93784330804192e-07, + 1.936810321012672e-07, + 1.9358645886313752e-07, + 1.9349214142039273e-07, + 1.9340313883731142e-07, + 1.9330747136336868e-07, + 1.9320516742027394e-07, + 1.9309533172418014e-07, + 1.9298360598440922e-07, + 1.9286714803001814e-07, + 1.9274050089279626e-07, + 1.925995718465856e-07, + 1.9245656801558653e-07, + 1.9232049908168847e-07, + 1.9219079661070282e-07, + 1.9206929380288784e-07, + 1.9195805123217724e-07, + 1.9185881683370098e-07, + 1.9175773502411175e-07, + 1.9165705111845455e-07, + 1.915418437192784e-07, + 1.9142169094266137e-07, + 1.9129858230826358e-07, + 1.911727736114699e-07, + 1.9105412718545267e-07, + 1.90926172649597e-07, + 1.9082115443325165e-07, + 1.9071863732733618e-07, + 1.9061529599184723e-07, + 1.905023339077161e-07, + 1.9038785126213043e-07, + 1.9027062592158472e-07, + 1.9015175212189206e-07, + 1.90035493119467e-07, + 1.8992660955063911e-07, + 1.8981162952513841e-07, + 1.8969875270613556e-07, + 1.8959957515107817e-07, + 1.8950015601149062e-07, + 1.8939621782010363e-07, + 1.8929132750145072e-07, + 1.8919391209237801e-07, + 1.8909464927219233e-07, + 1.8899173426234483e-07, + 1.8886824193486973e-07, + 1.887433285219231e-07, + 1.886194667122254e-07, + 1.8849108585072827e-07, + 1.883709899175301e-07, + 1.882535940467278e-07, + 1.8814436941738677e-07, + 1.8803621060214937e-07, + 1.8793843992170878e-07, + 1.8781923927235766e-07, + 1.8769871701351803e-07, + 1.8756610131731577e-07, + 1.8744223950761807e-07, + 1.8731506656877173e-07, + 1.8718196770350914e-07, + 1.8706224125253357e-07, + 1.869480286131875e-07, + 1.868325796294812e-07, + 1.867205980943254e-07, + 1.8660433909190033e-07, + 1.8648245259100804e-07, + 1.8635263643318467e-07, + 1.862098173432969e-07, + 1.8606841933888063e-07, + 1.8591907746667857e-07, + 1.857665523630203e-07, + 1.8561783576842572e-07, + 1.8547390823187015e-07, + 1.8532847434471478e-07, + 1.851849162903818e-07, + 1.8503415333270823e-07, + 1.8488746889033791e-07, + 1.8474464980045013e-07, + 1.8460970352407458e-07, + 1.8447104821461835e-07, + 1.8434730009175837e-07, + 1.8423928338506812e-07, + 1.8412642077691999e-07, + 1.840173382561261e-07, + 1.8390943523627357e-07, + 1.8380235644599452e-07, + 1.8370229781794478e-07, + 1.8360222497904033e-07, + 1.8349678043705353e-07, + 1.8340293195251434e-07, + 1.832990363936915e-07, + 1.831973293064948e-07, + 1.8309296478946635e-07, + 1.829948672593673e-07, + 1.828944675708044e-07, + 1.827799422926546e-07, + 1.8267135715177574e-07, + 1.825685842504754e-07, + 1.824624007440434e-07, + 1.823511581733328e-07, + 1.82225704747907e-07, + 1.8210891994385747e-07, + 1.8199028772869497e-07, + 1.8186918282481201e-07, + 1.8173534499510424e-07, + 1.8159782655402523e-07, + 1.8146994307244313e-07, + 1.813494208136035e-07, + 1.8122915435014875e-07, + 1.8110146982053266e-07, + 1.8097891540946875e-07, + 1.8086561226482445e-07, + 1.807581497814681e-07, + 1.8065563267555262e-07, + 1.8054655015475873e-07, + 1.8044693206320517e-07, + 1.8035353832601686e-07, + 1.8025687609224406e-07, + 1.801463298534145e-07, + 1.800215443381603e-07, + 1.7989462719469884e-07, + 1.797592403818271e-07, + 1.796199455839087e-07, + 1.7948558195257647e-07, + 1.7935309415406664e-07, + 1.7922151585025858e-07, + 1.7909185601183708e-07, + 1.7897160375923704e-07, + 1.7884688929825643e-07, + 1.7872523017103958e-07, + 1.7859780143680837e-07, + 1.784673315796681e-07, + 1.7834793197835097e-07, + 1.782267986527586e-07, + 1.781137797252086e-07, + 1.7799061424739193e-07, + 1.7788141803976032e-07, + 1.777808051883767e-07, + 1.7767993654160819e-07, + 1.775768510015041e-07, + 1.7746333469403908e-07, + 1.773597801957294e-07, + 1.7725092504861095e-07, + 1.7713070121772034e-07, + 1.7700459409297764e-07, + 1.7688354603251355e-07, + 1.7676597963145468e-07, + 1.766520512092029e-07, + 1.7653665906891547e-07, + 1.764159094364004e-07, + 1.7629861304158112e-07, + 1.761781049935962e-07, + 1.7604490665235062e-07, + 1.758998990908367e-07, + 1.7575375466094556e-07, + 1.7562143739269231e-07, + 1.7549351127854607e-07, + 1.7536882523927488e-07, + 1.752400180521363e-07, + 1.7511688099602907e-07, + 1.750047289306167e-07, + 1.7489112735802337e-07, + 1.747778526350885e-07, + 1.746708306882283e-07, + 1.7456868306453543e-07, + 1.7447230504785693e-07, + 1.7438114241485891e-07, + 1.7428675391784054e-07, + 1.741920101494543e-07, + 1.740940547279024e-07, + 1.7400152785285172e-07, + 1.7390875939327088e-07, + 1.738157635600146e-07, + 1.7371795024700987e-07, + 1.7360649451347854e-07, + 1.7350085101952573e-07, + 1.733845351736818e-07, + 1.7326888723800948e-07, + 1.7314408751190058e-07, + 1.7301751142895228e-07, + 1.7289080744831153e-07, + 1.7277763220135967e-07, + 1.7266606278099061e-07, + 1.725644409589222e-07, + 1.7247442940515612e-07, + 1.7238377836292784e-07, + 1.722867040143683e-07, + 1.7218235370819457e-07, + 1.7208307667715417e-07, + 1.719702709124249e-07, + 1.7184957812332868e-07, + 1.7173093169731146e-07, + 1.716197175483103e-07, + 1.715196162876964e-07, + 1.7141829289357702e-07, + 1.7132458651758498e-07, + 1.712304822376609e-07, + 1.7113573846927466e-07, + 1.710326671400253e-07, + 1.709274215500045e-07, + 1.7082568604109838e-07, + 1.707277448304012e-07, + 1.706163175185793e-07, + 1.70502815421969e-07, + 1.7038922806023038e-07, + 1.7028023080456478e-07, + 1.7017671893881925e-07, + 1.700655332115275e-07, + 1.6994921736568358e-07, + 1.6983810269266542e-07, + 1.6972454375263624e-07, + 1.696108284932052e-07, + 1.6948382608461543e-07, + 1.693446876060989e-07, + 1.6921210033160605e-07, + 1.6908256839087699e-07, + 1.6896203192118264e-07, + 1.6884129649952229e-07, + 1.6872803598744213e-07, + 1.6861289964253956e-07, + 1.6850482609243045e-07, + 1.6840084526847932e-07, + 1.6829166327170242e-07, + 1.681869576941608e-07, + 1.680805610249081e-07, + 1.6797794444300962e-07, + 1.6786638923349528e-07, + 1.6774802702457237e-07, + 1.6762268728598428e-07, + 1.6749251585679303e-07, + 1.673571290439213e-07, + 1.6721872952984995e-07, + 1.670902491923698e-07, + 1.6696799320925493e-07, + 1.668470019922097e-07, + 1.6673217828611087e-07, + 1.666238773623263e-07, + 1.66523847155986e-07, + 1.6643221556478238e-07, + 1.6634284349947848e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.006958753801882267, + 0.006497927941381931, + 0.005934045650064945, + 0.005590964574366808, + 0.005391890648752451, + 0.005508510861545801, + 0.0056660654954612255, + 0.005891968961805105, + 0.00669280206784606, + 0.007665873505175114, + 0.009038127958774567, + 0.010267790406942368, + 0.010067935101687908, + 0.009593640454113483, + 0.009308664128184319, + 0.008053899742662907, + 0.007370427716523409, + 0.006742735393345356, + 0.007080873474478722, + 0.007661609910428524, + 0.008484800346195698, + 0.01109404768794775, + 0.016368644312024117, + 0.041749466210603714, + -0.0609029158949852, + -0.01716185174882412, + -0.009631435386836529, + -0.006036621052771807, + -0.004387385211884975, + -0.0036474152002483606, + -0.003037621034309268, + -0.0026519536040723324, + -0.0023671353701502085, + -0.0021999613381922245, + -0.0020957200322300196, + -0.0020071680191904306, + -0.001877791597507894, + -0.0017015293706208467, + -0.001564923208206892, + -0.0014432069147005677, + -0.0013335947878658772, + -0.0012386372545734048, + -0.0011601883452385664, + -0.0010958034545183182, + -0.0010489190462976694, + -0.0010073257144540548, + -0.000962800404522568, + -0.0009155916050076485, + -0.0008731813868507743, + -0.0008253802079707384, + -0.0007756593404337764, + -0.0007299315184354782, + -0.0006845605676062405, + -0.0006425488973036408, + -0.0006014418322592974, + -0.0005625373451039195, + -0.0005232250550761819, + -0.0004937980556860566, + -0.0004684777813963592, + -0.0004460383497644216, + -0.00042685141670517623, + -0.00041095935739576817, + -0.0004000677727162838, + -0.0003913739637937397, + -0.00038311892421916127, + -0.0003739889070857316, + -0.00036403388367034495, + -0.000352583039784804, + -0.00034175714245066047, + -0.00033042015274986625, + -0.0003172395518049598, + -0.00030278312624432147, + -0.0002916836820077151, + -0.0002803470124490559, + -0.0002701847115531564, + -0.0002607415081001818, + -0.0002503179421182722, + -0.00024108387879095972, + -0.0002334716118639335, + -0.00022647171863354743, + -0.00021943205501884222, + -0.00021352201292756945, + -0.00020710562239401042, + -0.00020126976596657187, + -0.0001970761368284002, + -0.0001931566366693005, + -0.00018934167746920139, + -0.0001862314238678664, + -0.00018258599448017776, + -0.00017872641910798848, + -0.00017407738778274506, + -0.00016935993335209787, + -0.0001636721135582775, + -0.00015918270219117403, + -0.00015456553956028074, + -0.00014927092706784606, + -0.00014474641648121178, + -0.00014157155237626284, + -0.00013835466234013438, + -0.0001351255486952141, + -0.00013165964628569782, + -0.00012781895929947495, + -0.00012389228504616767, + -0.00011975809320574626, + -0.00011550259659998119, + -0.00011136832472402602, + -0.00010763922182377428, + -0.0001039053313434124, + -0.00010047852265415713, + -9.759261592989787e-05, + -9.469698852626607e-05, + -9.21988466870971e-05, + -8.990666538011283e-05, + -8.778092887951061e-05, + -8.577283006161451e-05, + -8.368548878934234e-05, + -8.179508586181328e-05, + -7.930094579933211e-05, + -7.688228652114049e-05, + -7.434156577801332e-05, + -7.195709622465074e-05, + -6.969243986532092e-05, + -6.750909960828722e-05, + -6.52399830869399e-05, + -6.273018516367301e-05, + -6.074382326914929e-05, + -5.898087329114787e-05, + -5.733786019845866e-05, + -5.577689807978459e-05, + -5.4280011681839824e-05, + -5.282520578475669e-05, + -5.1415634516160935e-05, + -5.0338534492766485e-05, + -4.9206570110982284e-05, + -4.813047416973859e-05, + -4.6974288125056773e-05, + -4.572243778966367e-05, + -4.457249087863602e-05, + -4.348456786829047e-05, + -4.236683525959961e-05, + -4.129770240979269e-05, + -4.025097587145865e-05, + -3.929009835701436e-05, + -3.8397094613173977e-05, + -3.7538928154390305e-05, + -3.6876714148093015e-05, + -3.6332385207060724e-05, + -3.5832101275445893e-05, + -3.53435825672932e-05, + -3.483234468149021e-05, + -3.4295793739147484e-05, + -3.3718650229275227e-05, + -3.2974567147903144e-05, + -3.231572190998122e-05, + -3.166162787238136e-05, + -3.098471279372461e-05, + -3.0361452445504256e-05, + -2.9852064471924677e-05, + -2.9397693651844747e-05, + -2.8963073418708518e-05, + -2.851613135135267e-05, + -2.8017939257551916e-05, + -2.7516854970599525e-05, + -2.697799209272489e-05, + -2.634622978803236e-05, + -2.5758807169040665e-05, + -2.5255834771087393e-05, + -2.4692151782801375e-05, + -2.409572698525153e-05, + -2.344749191252049e-05, + -2.2897922463016585e-05, + -2.2395306586986408e-05, + -2.1923944586887956e-05, + -2.1433679648907855e-05, + -2.0966930605936795e-05, + -2.054336800938472e-05, + -2.0067114746780135e-05, + -1.9608312868513167e-05, + -1.918365524034016e-05, + -1.8746928617474623e-05, + -1.8290487787453458e-05, + -1.785542190191336e-05, + -1.743516440910753e-05, + -1.7121095879701898e-05, + -1.676996544119902e-05, + -1.641616654524114e-05, + -1.6068588593043387e-05, + -1.5794932551216334e-05, + -1.5537098079221323e-05, + -1.5274981706170365e-05, + -1.4991221178206615e-05, + -1.4673885743832216e-05, + -1.4400026884686667e-05, + -1.4135413039184641e-05, + -1.3782154383079614e-05, + -1.3415889952739235e-05, + -1.3052213944320101e-05, + -1.2713790965790395e-05, + -1.2417382095009089e-05, + -1.2094878911739215e-05, + -1.1785293281718623e-05, + -1.1508304851304274e-05, + -1.1236092177568935e-05, + -1.0991990166075993e-05, + -1.0680129889806267e-05, + -1.0361958629800938e-05, + -1.0083804227178916e-05, + -9.77548370428849e-06, + -9.477488674747292e-06, + -9.222173503076192e-06, + -8.97741938388208e-06, + -8.753122529014945e-06, + -8.558144145354163e-06, + -8.337817234860267e-06, + -8.174258255166933e-06, + -7.948323400341906e-06, + -7.717660082562361e-06, + -7.493473731301492e-06, + -7.244035714393249e-06, + -7.022581939963857e-06, + -6.83024836689583e-06, + -6.605391263292404e-06, + -6.40295820630854e-06, + -6.198577466420829e-06, + -6.003567250445485e-06, + -5.795371180283837e-06, + -5.556812084250851e-06, + -5.336392405297374e-06, + -5.140305347595131e-06, + -4.9426971600041725e-06, + -4.72715782962041e-06, + -4.549720415525371e-06, + -4.377062396088149e-06, + -4.215051376377232e-06, + -4.053893462696578e-06, + -3.883141744154273e-06, + -3.6986195937060984e-06, + -3.5136627047904767e-06, + -3.3103003715950763e-06, + -3.109167664661072e-06, + -2.9122395517333644e-06, + -2.697652462302358e-06, + -2.5149399789370364e-06, + -2.359660811634967e-06, + -2.180927367589902e-06, + -1.998306970563135e-06, + -1.8230817886433215e-06, + -1.661100327510212e-06, + -1.4945804878152558e-06, + -1.3021051472605905e-06, + -1.1262278576396056e-06, + -9.722914455778664e-07, + -8.212329021262121e-07, + -6.470711468864465e-07, + -4.6816617782496905e-07, + -2.9226606557131163e-07, + -1.1992021597961866e-07, + 5.263760272100626e-08, + 2.4542541154914943e-07, + 4.36092335576177e-07, + 5.980775199532218e-07, + 7.397397325803468e-07, + 8.756457532399509e-07, + 1.0040760116680758e-06, + 1.1201617553524557e-06, + 1.2368258239803254e-06, + 1.3454151712721796e-06, + 1.4540443089572364e-06, + 1.568270363350166e-06, + 1.681892285887443e-06, + 1.789663315321377e-06, + 1.9036792764381971e-06, + 2.014652864090749e-06, + 2.116502400895115e-06, + 2.232157612525043e-06, + 2.3561094621982193e-06, + 2.4824933007039363e-06, + 2.612829575809883e-06, + 2.734693453021464e-06, + 2.8524013941932935e-06, + 2.9810378237016266e-06, + 3.098500428677653e-06, + 3.2128134535014397e-06, + 3.3101021017500898e-06, + 3.399408115001279e-06, + 3.4802633308572695e-06, + 3.567998874132172e-06, + 3.6484996144281467e-06, + 3.725228680195869e-06, + 3.7991935641912278e-06, + 3.875367383443518e-06, + 3.950714926759247e-06, + 4.0263880691782106e-06, + 4.109375822736183e-06, + 4.181961685389979e-06, + 4.256475222064182e-06, + 4.335641278885305e-06, + 4.408891072671395e-06, + 4.4813482418248896e-06, + 4.553169219434494e-06, + 4.626189365808386e-06, + 4.703995728050359e-06, + 4.782184987561777e-06, + 4.8531660468142945e-06, + 4.9213645070267376e-06, + 5.003612841392169e-06, + 5.07487811773899e-06, + 5.1330775932001416e-06, + 5.183844223211054e-06, + 5.232855073700193e-06, + 5.294162292557303e-06, + 5.355118446459528e-06, + 5.417886768555036e-06, + 5.4908850870560855e-06, + 5.572172085521743e-06, + 5.663695901603205e-06, + 5.763573881267803e-06, + 5.8581167650118005e-06, + 5.945507837168407e-06, + 6.021877197781578e-06, + 6.093739102652762e-06, + 6.1632376855413895e-06, + 6.221546755114105e-06, + 6.28082034381805e-06, + 6.339959327306133e-06, + 6.401125119737117e-06, + 6.459351880039321e-06, + 6.5153335526701994e-06, + 6.574865892616799e-06, + 6.634468263655435e-06, + 6.69362862026901e-06, + 6.755907634214964e-06, + 6.814488642703509e-06, + 6.880757609906141e-06, + 6.937530542927561e-06, + 6.993541319388896e-06, + 7.058064511511475e-06, + 7.120644568203716e-06, + 7.183133220678428e-06, + 7.23840366845252e-06, + 7.2890566116257105e-06, + 7.342579010582995e-06, + 7.390519840555498e-06, + 7.437214208039222e-06, + 7.480758540623356e-06, + 7.528655714850174e-06, + 7.5833395385416225e-06, + 7.641156116733328e-06, + 7.6970582085778e-06, + 7.751825251034461e-06, + 7.806505891494453e-06, + 7.858212484279647e-06, + 7.907498002168722e-06, + 7.952138730615843e-06, + 7.99565896159038e-06, + 8.035970495257061e-06, + 8.071054253377952e-06, + 8.106344466796145e-06, + 8.141601938405074e-06, + 8.177101335604675e-06, + 8.21484445623355e-06, + 8.257042281911708e-06, + 8.299348337459378e-06, + 8.342323781107552e-06, + 8.387331035919487e-06, + 8.434179108007811e-06, + 8.480897122353781e-06, + 8.522044481651392e-06, + 8.554303349228576e-06, + 8.585796422266867e-06, + 8.61031912791077e-06, + 8.631884156784508e-06, + 8.65463061927585e-06, + 8.67694052431034e-06, + 8.700389116711449e-06, + 8.723950486455578e-06, + 8.748399523028638e-06, + 8.77449656400131e-06, + 8.80010975379264e-06, + 8.827533747535199e-06, + 8.853117833496071e-06, + 8.880804671207443e-06, + 8.906623406801373e-06, + 8.929792784329038e-06, + 8.954843906394672e-06, + 8.975953278422821e-06, + 8.997189070214517e-06, + 9.015340765472502e-06, + 9.034026334120426e-06, + 9.05190063349437e-06, + 9.068053259397857e-06, + 9.083477380045224e-06, + 9.0981366156484e-06, + 9.113790838455316e-06, + 9.132965715252794e-06, + 9.154958206636366e-06, + 9.177782885672059e-06, + 9.200597560266033e-06, + 9.222917469742242e-06, + 9.247073649021331e-06, + 9.270574992115144e-06, + 9.292731192545034e-06, + 9.311256690125447e-06, + 9.32880266191205e-06, + 9.347418199467938e-06, + 9.364746802020818e-06, + 9.380385563417803e-06, + 9.394509106641635e-06, + 9.410088750883006e-06, + 9.429422789253294e-06, + 9.452252015762497e-06, + 9.476180821366142e-06, + 9.500037776888348e-06, + 9.52213849814143e-06, + 9.54375536821317e-06, + 9.56311578192981e-06, + 9.581038284522947e-06, + 9.596944437362254e-06, + 9.614056580176111e-06, + 9.630429303797428e-06, + 9.647532351664267e-06, + 9.664717254054267e-06, + 9.680614311946556e-06, + 9.695228072814643e-06, + 9.710571248433553e-06, + 9.726377356855664e-06, + 9.74308295553783e-06, + 9.759962267708033e-06, + 9.774787031346932e-06, + 9.79064770945115e-06, + 9.806579328142107e-06, + 9.82066285359906e-06, + 9.83314384939149e-06, + 9.845341992331669e-06, + 9.858335943135899e-06, + 9.871031579677947e-06, + 9.881902769848239e-06, + 9.893221431411803e-06, + 9.905820661515463e-06, + 9.917952411342412e-06, + 9.930415217240807e-06, + 9.944176781573333e-06, + 9.958485861716326e-06, + 9.9732978924294e-06, + 9.987762496166397e-06, + 1.0000099791795947e-05, + 1.0011924132413696e-05, + 1.002251883619465e-05, + 1.003267152555054e-05, + 1.0042693247669376e-05, + 1.0053515325125773e-05, + 1.0064853086078074e-05, + 1.0077605111291632e-05, + 1.0089564057125244e-05, + 1.0100777217303403e-05, + 1.0112516065419186e-05, + 1.0125580047315452e-05, + 1.0137511708308011e-05, + 1.0148592082259711e-05, + 1.0161104000872001e-05, + 1.0174841918342281e-05, + 1.0187916814174969e-05, + 1.0200148608419113e-05, + 1.0211844710283913e-05, + 1.0223916433460545e-05, + 1.0234703040623572e-05, + 1.0245168596156873e-05, + 1.0255371307721362e-05, + 1.026492282107938e-05, + 1.0274246960761957e-05, + 1.028430870064767e-05, + 1.029446593747707e-05, + 1.030435578286415e-05, + 1.0314243809261825e-05, + 1.032569161907304e-05, + 1.033745957101928e-05, + 1.0347794159315526e-05, + 1.0356426173530053e-05, + 1.0365578418713994e-05, + 1.037356832966907e-05, + 1.0379209015809465e-05, + 1.0385499990661629e-05, + 1.0392158401373308e-05, + 1.0398919584986288e-05, + 1.040673305396922e-05, + 1.0414270036562812e-05, + 1.0422147170174867e-05, + 1.0430076144984923e-05, + 1.043722568283556e-05, + 1.0444312465551775e-05, + 1.0450953595864121e-05, + 1.045715998770902e-05, + 1.0463647413416766e-05, + 1.0470249435456935e-05, + 1.0476144780113827e-05, + 1.0482128345756792e-05, + 1.0488322914170567e-05, + 1.0494689377082977e-05, + 1.0499807103769854e-05, + 1.0504435522307176e-05, + 1.0509342246223241e-05, + 1.0514109817449935e-05, + 1.0518545423110481e-05, + 1.0523208402446471e-05, + 1.052794777933741e-05, + 1.0533074600971304e-05, + 1.0538671631366014e-05, + 1.0544407814450096e-05, + 1.0550019396760035e-05, + 1.0555516382737551e-05, + 1.0560760529187974e-05, + 1.0566173841652926e-05, + 1.0571170605544467e-05, + 1.0575226951914374e-05, + 1.0579406989563722e-05, + 1.0584152732917573e-05, + 1.0588367331365589e-05, + 1.0591959835437592e-05, + 1.059522128343815e-05, + 1.0598881999612786e-05, + 1.0602811016724445e-05, + 1.0606882824504282e-05, + 1.061029797710944e-05, + 1.0614106031425763e-05, + 1.061755665432429e-05, + 1.0620859029586427e-05, + 1.0624044989526737e-05, + 1.062684168573469e-05, + 1.0630082215357106e-05, + 1.0633552847139072e-05, + 1.0636916158546228e-05, + 1.0640787877491675e-05, + 1.0645143447618466e-05, + 1.064924981619697e-05, + 1.0653510798874777e-05, + 1.065745254891226e-05, + 1.0660991392796859e-05, + 1.066432650986826e-05, + 1.0667444257705938e-05, + 1.0670442861737683e-05, + 1.0673214092093986e-05, + 1.0675831617845688e-05, + 1.0678169019229244e-05, + 1.0680802915885579e-05, + 1.0683447726478335e-05, + 1.0685893357731402e-05, + 1.0688501788536087e-05, + 1.069110476237256e-05, + 1.0693604963307735e-05, + 1.0696428034862038e-05, + 1.0699073754949495e-05, + 1.0701885912567377e-05, + 1.0704687156248838e-05, + 1.0707249202823732e-05, + 1.0709893103921786e-05, + 1.0712435141613241e-05, + 1.0714848940551747e-05, + 1.0716814358602278e-05, + 1.0718675184762105e-05, + 1.0720342288550455e-05, + 1.072186842066003e-05, + 1.0723470950324554e-05, + 1.072500253940234e-05, + 1.0726382242864929e-05, + 1.0727856533776503e-05, + 1.0729206223913934e-05, + 1.0730608664744068e-05, + 1.0731761904025916e-05, + 1.0732712325989269e-05, + 1.073367184289964e-05, + 1.0734587704064324e-05, + 1.0735418982221745e-05, + 1.0736096555774566e-05, + 1.0736732292571105e-05, + 1.073741714208154e-05, + 1.073800194717478e-05, + 1.0738647688413039e-05, + 1.0739273420767859e-05, + 1.0739880053733941e-05, + 1.0740476682258304e-05, + 1.0740947800513823e-05, + 1.0741468031483237e-05, + 1.0741933692770544e-05, + 1.0742382073658518e-05, + 1.0742835911514703e-05, + 1.0743230632215273e-05, + 1.074363444786286e-05, + 1.0743970960902516e-05, + 1.0744238352344837e-05, + 1.074444026016863e-05, + 1.0744598512246739e-05, + 1.0744699466158636e-05, + 1.0744760402303655e-05, + 1.0744783139671199e-05, + 1.0744772225734778e-05, + 1.0744717656052671e-05, + 1.0744630344561301e-05, + 1.0744480277935509e-05, + 1.0744278370111715e-05, + 1.0744020983111113e-05, + 1.0743697202997282e-05, + 1.0743361599452328e-05, + 1.0743017810455058e-05, + 1.0742642189143226e-05, + 1.0742253834905569e-05, + 1.0741822734416928e-05, + 1.0741369806055445e-05, + 1.0740840480139013e-05, + 1.0740257494035177e-05, + 1.0739717254182324e-05, + 1.0739195204223506e-05, + 1.0738587661762722e-05, + 1.0737943739513867e-05, + 1.073733528755838e-05, + 1.0736732292571105e-05, + 1.0736084732343443e-05, + 1.0735397154348902e-05, + 1.0734679563029204e-05, + 1.0733940143836662e-05, + 1.0733176168287173e-05, + 1.0732327609730419e-05, + 1.0731424481491558e-05, + 1.0730467693065293e-05, + 1.0729417226684745e-05, + 1.072823943104595e-05, + 1.072711074812105e-05, + 1.0726081200118642e-05, + 1.0725050742621534e-05, + 1.0724032108555548e-05, + 1.0723026207415387e-05, + 1.072200211638119e-05, + 1.0720938917074818e-05, + 1.0719841156969778e-05, + 1.0718708836066071e-05, + 1.071739552571671e-05, + 1.0716255019360688e-05, + 1.071521455742186e-05, + 1.0714125892263837e-05, + 1.07127734736423e-05, + 1.0711384675232694e-05, + 1.0710027709137648e-05, + 1.0708619811339304e-05, + 1.0707174624258187e-05, + 1.0705730346671771e-05, + 1.0704394298954867e-05, + 1.0703034604375716e-05, + 1.0701614883146249e-05, + 1.0700014172471128e-05, + 1.0698370715545025e-05, + 1.0696582648961339e-05, + 1.0694727279769722e-05, + 1.0692823707358912e-05, + 1.0690941962820943e-05, + 1.0689235750760417e-05, + 1.068749770638533e-05, + 1.0686017049010843e-05, + 1.0684374501579441e-05, + 1.068262463377323e-05, + 1.0680989362299442e-05, + 1.0679095794330351e-05, + 1.067713583324803e-05, + 1.067488847183995e-05, + 1.0672672033251729e-05, + 1.0670483788999263e-05, + 1.0667991773516405e-05, + 1.0665354238881264e-05, + 1.0662826753105037e-05, + 1.0660201041901018e-05, + 1.0657543498382438e-05, + 1.0654681318555959e-05, + 1.0652073797245976e-05, + 1.0649365322024096e-05, + 1.064661773853004e-05, + 1.0643873793014791e-05, + 1.0640930668159854e-05, + 1.06379275166546e-05, + 1.0635088074195664e-05, + 1.0632104022079147e-05, + 1.0629371899995022e-05, + 1.0626988114381675e-05, + 1.0624897186062299e-05, + 1.0623113666952122e-05, + 1.062115825334331e-05, + 1.0619212844176218e-05, + 1.0616929102980066e-05, + 1.0614630809868686e-05, + 1.0611953257466666e-05, + 1.0609634045977145e-05, + 1.060748218151275e-05, + 1.0605300303723197e-05, + 1.0603318514768034e-05, + 1.0601398571452592e-05, + 1.059916667145444e-05, + 1.0596531865303405e-05, + 1.0593504157441203e-05, + 1.059037913364591e-05, + 1.0587309589027427e-05, + 1.0584447409200948e-05, + 1.0581716196611524e-05, + 1.0579203262750525e-05, + 1.0576935892459005e-05, + 1.0574674888630398e-05, + 1.057231111190049e-05, + 1.0569347068667412e-05, + 1.056656037690118e-05, + 1.0563004252617247e-05, + 1.0559294423728716e-05, + 1.0555682820267975e-05, + 1.0551701052463613e-05, + 1.0547824786044657e-05, + 1.0544032193138264e-05, + 1.0540421499172226e-05, + 1.053689993568696e-05, + 1.0533087333897129e-05, + 1.0529747669352219e-05, + 1.052631614584243e-05, + 1.0522949196456466e-05, + 1.0519513125473168e-05, + 1.0516305337660015e-05, + 1.0513014785829e-05, + 1.0509783351153601e-05, + 1.0506386388442479e-05, + 1.0502854820515495e-05, + 1.0499662494112272e-05, + 1.0496299182705116e-05, + 1.0493036825209856e-05, + 1.0489462511031888e-05, + 1.0486161954759154e-05, + 1.0482466677785851e-05, + 1.0478600415808614e-05, + 1.0474741429788992e-05, + 1.0471018867974635e-05, + 1.0467213542142417e-05, + 1.0463249054737389e-05, + 1.0459608347446192e-05, + 1.045580120262457e-05, + 1.0451562047819607e-05, + 1.0447003660374321e-05, + 1.0442645361763425e-05, + 1.0438730896566994e-05, + 1.0435110198159236e-05, + 1.0431511327624321e-05, + 1.0428280802443624e-05, + 1.0425319487694651e-05, + 1.0421929800941143e-05, + 1.0418511010357179e-05, + 1.0415049473522231e-05, + 1.0411670700705145e-05, + 1.040853931044694e-05, + 1.0405519788037054e-05, + 1.0402651241747662e-05, + 1.039995640894631e-05, + 1.0396800462331157e-05, + 1.0393553566245828e-05, + 1.0390304851171095e-05, + 1.0387016118329484e-05, + 1.0383483640907798e-05, + 1.0380087587691378e-05, + 1.0376904356235173e-05, + 1.0373684744990896e-05, + 1.0370461495767813e-05, + 1.0367198228777852e-05, + 1.0364203262724914e-05, + 1.0361206477682572e-05, + 1.0358369763707742e-05, + 1.0355312952015083e-05, + 1.0352034223615192e-05, + 1.034850902215112e-05, + 1.0344911061110906e-05, + 1.034115302900318e-05, + 1.0337054845876992e-05, + 1.0332481906516477e-05, + 1.0327828022127505e-05, + 1.0323388778488152e-05, + 1.0319145985704381e-05, + 1.0315165127394721e-05, + 1.0311509868188296e-05, + 1.0308242053724825e-05, + 1.0304904208169319e-05, + 1.0301571819582023e-05, + 1.0297747394361068e-05, + 1.0293751074641477e-05, + 1.0289644706062973e-05, + 1.0285438293067273e-05, + 1.0281465620209929e-05, + 1.0277170986228157e-05, + 1.0273637599311769e-05, + 1.027018060995033e-05, + 1.026668724080082e-05, + 1.0262859177601058e-05, + 1.0258971087750979e-05, + 1.02549802249996e-05, + 1.0250929335597903e-05, + 1.024695757223526e-05, + 1.0243229553452693e-05, + 1.02392832559417e-05, + 1.0235402442049235e-05, + 1.023198365146527e-05, + 1.0228548489976674e-05, + 1.0224951438431162e-05, + 1.0221311640634667e-05, + 1.021792741084937e-05, + 1.0214473149972036e-05, + 1.0210883374384139e-05, + 1.0206566912529524e-05, + 1.0202192243013997e-05, + 1.0197844858339522e-05, + 1.0193330126639921e-05, + 1.0189096428803168e-05, + 1.0184954589931294e-05, + 1.0181093784922268e-05, + 1.0177262083743699e-05, + 1.0173792361456435e-05, + 1.016955229715677e-05, + 1.01652585726697e-05, + 1.0160524652746972e-05, + 1.0156092685065232e-05, + 1.0151535207114648e-05, + 1.0146761269425042e-05, + 1.0142457540496252e-05, + 1.0138345714949537e-05, + 1.0134180229215417e-05, + 1.0130132977792528e-05, + 1.0125924745807424e-05, + 1.0121502782567404e-05, + 1.011678614304401e-05, + 1.0111591109307483e-05, + 1.010643882182194e-05, + 1.010098640108481e-05, + 1.0095408470078837e-05, + 1.0089960596815217e-05, + 1.0084679161082022e-05, + 1.0079333151225e-05, + 1.0074047168018296e-05, + 1.0068486517411657e-05, + 1.00630713859573e-05, + 1.0057789040729403e-05, + 1.005279045784846e-05, + 1.004764544632053e-05, + 1.0043046131613664e-05, + 1.0039025255537126e-05, + 1.0034817023552023e-05, + 1.003074248728808e-05, + 1.0026708878285717e-05, + 1.0022699825640302e-05, + 1.0018948159995489e-05, + 1.0015189218393061e-05, + 1.001122291199863e-05, + 1.0007686796598136e-05, + 1.0003765964938793e-05, + 9.999922440329101e-06, + 9.9959715953446e-06, + 9.992255399993155e-06, + 9.98844643618213e-06, + 9.984094504034147e-06, + 9.979962669603992e-06, + 9.976045475923456e-06, + 9.971992767532356e-06, + 9.967740879801568e-06, + 9.962939657270908e-06, + 9.958464943338186e-06, + 9.953913831850514e-06, + 9.949260856956244e-06, + 9.944111297954805e-06, + 9.938813491316978e-06, + 9.93387948255986e-06, + 9.929223779181484e-06, + 9.924570804287214e-06, + 9.919623153109569e-06, + 9.914871952787507e-06, + 9.910473636409733e-06, + 9.906295417749789e-06, + 9.902304554998409e-06, + 9.898051757772919e-06, + 9.89416366792284e-06, + 9.890512956189923e-06, + 9.88673036772525e-06, + 9.88240117294481e-06, + 9.87750718195457e-06, + 9.872523150988854e-06, + 9.867199878499378e-06, + 9.861715625447687e-06, + 9.856419637799263e-06, + 9.85119095275877e-06, + 9.845989552559331e-06, + 9.840860002441332e-06, + 9.83609879767755e-06, + 9.831153874984011e-06, + 9.826325367612299e-06, + 9.821261301112827e-06, + 9.816070814849809e-06, + 9.811313248064835e-06, + 9.806482012209017e-06, + 9.80196909949882e-06, + 9.79704418568872e-06, + 9.792675882636104e-06, + 9.788645911612548e-06, + 9.784601388673764e-06, + 9.780463187780697e-06, + 9.7758993433672e-06, + 9.771732038643677e-06, + 9.76734736468643e-06, + 9.762497938936576e-06, + 9.757408406585455e-06, + 9.75251714407932e-06, + 9.747763215273153e-06, + 9.743149348651059e-06, + 9.738470907905139e-06, + 9.733570550451986e-06, + 9.728804798214696e-06, + 9.723903531266842e-06, + 9.718479304865468e-06, + 9.712571227282751e-06, + 9.706610399007332e-06, + 9.7012080004788e-06, + 9.695978405943606e-06, + 9.690877050161362e-06, + 9.685601071396377e-06, + 9.680551556812134e-06, + 9.675948604126461e-06, + 9.671282896306366e-06, + 9.666626283433288e-06, + 9.662222510087304e-06, + 9.658013368607499e-06, + 9.654039786255453e-06, + 9.650276297179516e-06, + 9.64637456490891e-06, + 9.64245464274427e-06, + 9.638398296374362e-06, + 9.634563866711687e-06, + 9.63071761361789e-06, + 9.626856808608864e-06, + 9.62279227678664e-06, + 9.618156582291704e-06, + 9.613757356419228e-06, + 9.608909749658778e-06, + 9.604084880265873e-06, + 9.59887620410882e-06, + 9.59358749241801e-06, + 9.58828877628548e-06, + 9.583551218383946e-06, + 9.578876415616833e-06, + 9.574614523444325e-06, + 9.570835572958458e-06, + 9.567026609147433e-06, + 9.562943887431175e-06, + 9.558553756505717e-06, + 9.554372809361666e-06, + 9.549617971060798e-06, + 9.544526619720273e-06, + 9.539516213408206e-06, + 9.534815944789443e-06, + 9.530580427963287e-06, + 9.526290341455024e-06, + 9.522321306576487e-06, + 9.518330443825107e-06, + 9.51431047724327e-06, + 9.509932169748936e-06, + 9.505458365310915e-06, + 9.501129170530476e-06, + 9.496958227828145e-06, + 9.492209755990189e-06, + 9.48736760619795e-06, + 9.482520908932202e-06, + 9.477866115048528e-06, + 9.4734405138297e-06, + 9.468683856539428e-06, + 9.46370346355252e-06, + 9.458941349294037e-06, + 9.45407009567134e-06, + 9.449187928112224e-06, + 9.443733688385691e-06, + 9.437753760721534e-06, + 9.432050319446716e-06, + 9.426473297935445e-06, + 9.421280083188321e-06, + 9.416073226020671e-06, + 9.411185601493344e-06, + 9.40621248446405e-06, + 9.401540410181042e-06, + 9.397044777870178e-06, + 9.392319952894468e-06, + 9.387785212311428e-06, + 9.383173164678738e-06, + 9.37872209760826e-06, + 9.373879947816022e-06, + 9.368736755277496e-06, + 9.363287972519174e-06, + 9.357625458505936e-06, + 9.351731932838447e-06, + 9.345703801955096e-06, + 9.340102224086877e-06, + 9.33476894715568e-06, + 9.329486601927783e-06, + 9.324468919658102e-06, + 9.31973318074597e-06, + 9.315355782746337e-06, + 9.311344001616817e-06, + 9.307428626925685e-06 + ], + "stabilities": [ + 1.0, + 1.0, + 0.651614248752594, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8999274373054504, + 1.0, + 0.6535671353340149, + -0.14449238777160645, + -0.5395931005477905, + 1.0, + -3.2722558975219727, + 1.0, + 0.8963525891304016, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9823928475379944, + 0.7276192903518677, + 1.0, + 0.8550508618354797, + 0.9339678287506104, + 0.6993319392204285, + 0.6994043588638306, + 0.9265211224555969, + 1.0, + 1.0, + 0.9174639582633972, + 1.0, + 1.0, + 0.9957913756370544, + 0.9380311369895935, + 0.9175851941108704, + 0.7983205318450928, + 0.9581324458122253, + 1.0, + 1.0, + 0.9811689257621765, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8363566398620605, + 0.9445206522941589, + 0.965900719165802, + 0.9249768853187561, + 0.887662410736084, + 0.7242783904075623, + 0.8326950073242188, + 0.9860726594924927, + 1.0, + 1.0, + 1.0, + 0.9969939589500427, + 1.0, + 1.0, + 1.0, + 0.8221306800842285, + 1.0, + 0.9536982774734497, + 0.984612226486206, + 1.0, + 0.9428598880767822, + 0.8713876008987427, + 0.9665758013725281, + 1.0, + 0.8797218799591064, + 1.0, + 0.9528349041938782, + 0.747031033039093, + 0.9661262035369873, + 1.0, + 0.8397879600524902, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.827305793762207, + 1.0, + 1.0, + 0.8972983360290527, + 0.730197548866272, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9475562572479248, + 1.0, + 0.9623386263847351, + 0.8787073493003845, + 1.0, + 0.8969858884811401, + 0.9508408308029175, + 0.9591824412345886, + 0.9756556749343872, + 1.0, + 0.9352915287017822, + 1.0, + 1.0, + 1.0, + 0.9789925813674927, + 0.989425539970398, + 1.0, + 1.0, + 1.0, + 0.8263742327690125, + 0.9213458299636841, + 0.9643968343734741, + 0.9825764894485474, + 0.990951657295227, + 1.0, + 1.0, + 0.7863644957542419, + 1.0, + 0.9762572646141052, + 1.0, + 1.0, + 0.9464036226272583, + 0.9733667373657227, + 1.0, + 0.9843560457229614, + 1.0, + 0.9434770345687866, + 0.9537785649299622, + 0.9845762848854065, + 0.7891773581504822, + 0.8375599384307861, + 0.9347392916679382, + 0.992522120475769, + 1.0, + 1.0, + 1.0, + 1.0, + 0.905619204044342, + 1.0, + 1.0, + 0.9410561323165894, + 0.8335434198379517, + 0.9076893329620361, + 0.97244793176651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9509356021881104, + 0.874127984046936, + 1.0, + 1.0, + 1.0, + 0.867822527885437, + 0.9341533780097961, + 0.9568489789962769, + 1.0, + 0.9714569449424744, + 0.9250902533531189, + 1.0, + 0.9832154512405396, + 0.9432582855224609, + 1.0, + 1.0, + 0.9728016257286072, + 0.985386073589325, + 0.7607136368751526, + 1.0, + 1.0, + 0.9990769028663635, + 0.8000935912132263, + 0.9558557271957397, + 1.0, + 1.0, + 1.0, + 0.8769499659538269, + 0.9808858633041382, + 1.0, + 1.0, + 1.0, + 0.9485691785812378, + 0.8916143178939819, + 1.0, + 0.9774683117866516, + 0.910223662853241, + 0.9990744590759277, + 0.9103606343269348, + 1.0, + 1.0, + 0.8902422785758972, + 1.0, + 0.9847913980484009, + 0.871964693069458, + 0.9744539856910706, + 0.9309295415878296, + 0.8813571929931641, + 1.0, + 0.7526532411575317, + 1.0, + 1.0, + 0.9875938892364502, + 1.0, + 0.9027562141418457, + 0.8811809420585632, + 1.0, + 0.9146483540534973, + 1.0, + 0.9688342809677124, + 1.0, + 1.0, + 0.9401885271072388, + 0.9042030572891235, + 1.0, + 1.0, + 0.8364427089691162, + 0.9874879121780396, + 0.9518729448318481, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9961130023002625, + 1.0, + 0.8665014505386353, + 0.8632105588912964, + 1.0, + 1.0, + 0.9748956561088562, + 0.9393917918205261, + 1.0, + 1.0, + 0.9300222396850586, + 0.8896617889404297, + 0.9966522455215454, + 1.0, + 1.0, + 1.0, + 0.9973621368408203, + 1.0, + 1.0, + 1.0, + 0.8655592799186707, + 0.8893173336982727, + 0.9746376872062683, + 0.9588364362716675, + 0.9171762466430664, + 1.0, + 0.9438700079917908, + 1.0, + 1.0, + 1.0, + 0.9620436429977417, + 1.0, + 0.9867649078369141, + 0.9307841658592224, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9506118297576904, + 0.9815468192100525, + 1.0, + 0.9284857511520386, + 0.9889652729034424, + 0.8640732169151306, + 0.9308595657348633, + 0.917400598526001, + 1.0, + 0.9297923445701599, + 0.9653780460357666, + 0.9752444624900818, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8862269520759583, + 1.0, + 1.0, + 0.9367605447769165, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9201843738555908, + 0.97337406873703, + 1.0, + 0.8779938817024231, + 0.8270459771156311, + 0.8822957277297974, + 0.9759591221809387, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9638379812240601, + 0.9405369758605957, + 0.8881670236587524, + 0.9554263949394226, + 0.9815918207168579, + 0.8508126139640808, + 1.0, + 1.0, + 1.0, + 0.9651132822036743, + 0.9744322896003723, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9543159008026123, + 1.0, + 0.8695201873779297, + 1.0, + 1.0, + 0.9850804805755615, + 1.0, + 0.8978500366210938, + 0.928566575050354, + 1.0, + 0.9082387089729309, + 0.9871256351470947, + 0.9448315501213074, + 1.0, + 1.0, + 1.0, + 0.9811981320381165, + 0.9949849843978882, + 1.0, + 0.9602367877960205, + 0.9675759077072144, + 0.9188525676727295, + 0.9885993003845215, + 0.938928484916687, + 0.8815880417823792, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8943506479263306, + 0.7948815822601318, + 0.9887710809707642, + 0.7880668044090271, + 0.8889816999435425, + 1.0, + 0.9915457963943481, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993323802947998, + 1.0, + 0.9444859027862549, + 1.0, + 0.9443489909172058, + 0.907227635383606, + 1.0, + 0.8526837825775146, + 1.0, + 0.8642648458480835, + 1.0, + 0.9670255184173584, + 0.9132474064826965, + 0.9635920524597168, + 0.9600237011909485, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9907059073448181, + 1.0, + 0.984571635723114, + 0.9550915956497192, + 0.846489667892456, + 0.9582540392875671, + 1.0, + 0.94190913438797, + 0.9129272699356079, + 0.9130158424377441, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9396082758903503, + 0.9917603135108948, + 0.9078210592269897, + 0.9378214478492737, + 0.8974341750144958, + 1.0, + 0.9688467979431152, + 1.0, + 1.0, + 0.9370213150978088, + 0.9306402206420898, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8897615671157837, + 1.0, + 1.0, + 0.8956229090690613, + 0.8972223997116089, + 0.9893355965614319, + 1.0, + 0.9892874360084534, + 0.8667997121810913, + 1.0, + 1.0, + 0.9752247929573059, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904072880744934, + 0.8647664189338684, + 0.9711240530014038, + 0.9076430201530457, + 0.9704736471176147, + 0.9995681047439575, + 1.0, + 1.0, + 1.0, + 0.9510656595230103, + 0.9505937099456787, + 1.0, + 1.0, + 0.9268288016319275, + 0.9418644309043884, + 1.0, + 1.0, + 0.9668598175048828, + 0.9499065279960632, + 0.9709111452102661, + 1.0, + 0.9071050882339478, + 0.9848126769065857, + 0.9893377423286438, + 0.9483166933059692, + 0.990570604801178, + 1.0, + 1.0, + 0.9887924790382385, + 1.0, + 1.0, + 1.0, + 0.8912469148635864, + 0.8484216928482056, + 1.0, + 0.886574923992157, + 0.7162889242172241, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9776537418365479, + 1.0, + 1.0, + 0.9161995649337769, + 1.0, + 0.9519518613815308, + 0.9493403434753418, + 1.0, + 1.0, + 0.9072805047035217, + 1.0, + 1.0, + 1.0, + 0.8169483542442322, + 0.9186730980873108, + 1.0, + 0.9873158931732178, + 0.9431453347206116, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996456503868103, + 0.9974492788314819, + 0.9718319773674011, + 1.0, + 0.9407191872596741, + 0.8264888525009155, + 1.0, + 1.0, + 0.9047940373420715, + 0.8681497573852539, + 0.9245309233665466, + 1.0, + 1.0, + 1.0, + 0.855251669883728, + 1.0, + 0.9241340160369873, + 0.9761621356010437, + 0.9840214252471924, + 0.8958045840263367, + 1.0, + 1.0, + 0.9896199107170105, + 1.0, + 1.0, + 0.9653214812278748, + 1.0, + 0.947798490524292, + 0.9163460731506348, + 0.9654247760772705, + 0.9574652910232544, + 0.9855660796165466, + 0.9467613697052002, + 0.9682815074920654, + 0.9149539470672607, + 1.0, + 1.0, + 0.9452670812606812, + 1.0, + 1.0, + 0.9882715940475464, + 1.0, + 0.9653838872909546, + 1.0, + 1.0, + 0.9392513036727905, + 1.0, + 0.9937263131141663, + 0.9819811582565308, + 0.8421767354011536, + 0.9803091287612915, + 0.9276536107063293, + 0.9485201239585876, + 1.0, + 0.9868348240852356, + 0.9358963966369629, + 1.0, + 0.9539418816566467, + 1.0, + 0.8589786291122437, + 0.862017810344696, + 1.0, + 0.9918328523635864, + 0.9525789022445679, + 0.8578661680221558, + 0.9883191585540771, + 1.0, + 0.903683066368103, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8527907133102417, + 1.0, + 0.9806052446365356, + 1.0, + 1.0, + 0.9775270223617554, + 1.0, + 0.9365524649620056, + 0.9367284774780273, + 0.9266967177391052, + 0.9997910857200623, + 0.8812551498413086, + 0.9610284566879272, + 0.9725484848022461, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8993110060691833, + 0.9010729789733887, + 0.9761215448379517, + 0.9557141065597534, + 1.0, + 0.9666405320167542, + 1.0, + 1.0, + 0.8664625883102417, + 0.9115107655525208, + 1.0, + 1.0, + 0.9039173722267151, + 0.9487347602844238, + 1.0, + 1.0, + 1.0, + 0.9890477061271667, + 0.9969055652618408, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9309778213500977, + 0.8877753019332886, + 0.9750861525535583, + 0.9624999761581421, + 0.9627898931503296, + 0.998948872089386, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8505706787109375, + 0.8933870196342468, + 1.0, + 1.0, + 1.0, + 0.9600077867507935, + 1.0, + 1.0, + 0.9836236834526062, + 0.9097484946250916, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9766895174980164, + 0.8951449394226074, + 1.0, + 0.8408541083335876, + 1.0, + 1.0, + 0.9237736463546753, + 1.0, + 1.0, + 1.0, + 0.9761545062065125, + 0.9772958159446716, + 1.0, + 1.0, + 0.9493951797485352, + 1.0, + 1.0, + 1.0, + 0.9039703607559204, + 1.0, + 1.0, + 0.9934835433959961, + 1.0, + 1.0, + 0.938814640045166, + 1.0, + 0.9093555808067322, + 0.8658453226089478, + 0.8704177141189575, + 0.8478366136550903, + 1.0, + 0.98673415184021, + 1.0, + 0.9996721744537354, + 1.0, + 0.860434353351593, + 0.9212335348129272, + 1.0, + 0.90413498878479, + 0.9610980749130249, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9771173000335693, + 0.9275287985801697, + 0.9509156346321106, + 0.9151176810264587, + 0.8969178795814514, + 0.9910591244697571, + 1.0, + 1.0, + 0.9356509447097778, + 1.0, + 1.0, + 0.9716926217079163, + 1.0, + 0.9702843427658081, + 0.9751660823822021, + 0.9487735629081726, + 0.9714784622192383, + 1.0, + 0.872520923614502, + 1.0, + 0.9773370623588562, + 1.0, + 0.9300795197486877, + 1.0, + 0.9784874320030212, + 1.0, + 1.0, + 0.90076744556427, + 1.0, + 0.9670678973197937, + 1.0, + 0.920630693435669, + 1.0, + 1.0, + 0.9956268072128296, + 0.9618573784828186, + 1.0, + 1.0, + 0.9157068133354187, + 1.0, + 1.0, + 1.0, + 0.9543951749801636, + 0.8965573906898499, + 0.9228284358978271, + 0.9925766587257385, + 0.8949899077415466, + 0.9144130349159241, + 1.0, + 1.0, + 1.0, + 0.973378598690033, + 0.9244093894958496, + 0.9625619053840637, + 0.9472667574882507, + 0.9366288185119629, + 1.0, + 1.0, + 0.9977359771728516, + 1.0, + 1.0, + 0.9595307111740112, + 0.9359463453292847, + 1.0, + 0.9990069270133972, + 1.0, + 0.915628969669342, + 0.9977844953536987, + 0.943922221660614, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9533011317253113, + 0.9546511173248291, + 0.9380356073379517, + 0.9166377186775208, + 0.8924614787101746, + 1.0, + 0.996752142906189, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9442624449729919, + 1.0, + 0.8216177225112915, + 0.9768967032432556, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9792917966842651, + 0.9374737739562988, + 1.0, + 0.9828817844390869, + 0.879447340965271, + 1.0, + 1.0, + 1.0, + 0.9294297099113464, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9929987788200378, + 1.0, + 0.9368953704833984, + 0.9786949157714844, + 0.9315326809883118, + 0.991195023059845, + 0.9048866629600525, + 1.0, + 1.0, + 1.0, + 0.9356499910354614, + 1.0, + 1.0, + 0.9011132121086121, + 0.9551220536231995, + 1.0, + 0.9711509346961975, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921631217002869, + 1.0, + 1.0, + 0.9773634076118469, + 0.9699932932853699, + 1.0, + 0.9892064332962036, + 1.0, + 0.9751428961753845, + 0.9759836196899414, + 0.9466434121131897, + 1.0, + 0.8941335082054138, + 0.8740620613098145, + 1.0, + 0.9676814675331116, + 0.9903014898300171, + 0.9935051202774048, + 0.9354546666145325, + 1.0, + 1.0, + 0.8909350037574768, + 1.0, + 0.9799700975418091, + 1.0, + 0.9410279989242554, + 1.0, + 1.0, + 0.9492392539978027, + 0.947583019733429, + 1.0, + 1.0, + 1.0, + 0.932428777217865, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9316983222961426, + 0.9440685510635376, + 0.9995673894882202, + 1.0, + 0.9615125060081482, + 0.9258121848106384, + 0.9499742984771729, + 0.9549993276596069, + 1.0, + 0.9143443703651428, + 0.9383310675621033, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9667106866836548, + 0.9880831241607666, + 0.9953005909919739, + 0.9872804284095764, + 0.9290969371795654, + 1.0, + 0.9770862460136414, + 1.0, + 1.0, + 0.9170225858688354, + 1.0, + 0.9346155524253845, + 1.0, + 0.8879542350769043, + 0.9225515127182007, + 1.0, + 1.0, + 1.0, + 0.9134520888328552, + 1.0, + 1.0, + 1.0, + 0.9616478681564331, + 0.9729257822036743, + 0.9706364870071411, + 1.0, + 1.0, + 0.973065197467804, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9076194167137146, + 0.9688078761100769, + 0.9766296744346619, + 1.0, + 0.9581022262573242, + 0.9122579097747803, + 1.0, + 0.9988262057304382, + 0.9462894797325134, + 0.9557337164878845, + 0.9445875883102417, + 0.9468393921852112, + 1.0, + 1.0, + 1.0, + 0.9458914399147034, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9494545459747314, + 1.0, + 0.9957947731018066, + 1.0, + 1.0, + 1.0, + 0.8947910070419312, + 0.9876585006713867, + 0.9120658040046692, + 0.886783242225647, + 1.0, + 1.0, + 1.0, + 0.9528190493583679, + 1.0, + 1.0, + 0.9849972128868103, + 0.9391483664512634, + 0.9012048244476318, + 1.0, + 0.926034152507782, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9681783318519592, + 0.963981032371521, + 1.0, + 1.0, + 1.0, + 0.9612606167793274, + 0.9512550234794617, + 1.0, + 1.0, + 0.9570332169532776, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9553176164627075, + 0.9792231917381287, + 0.9325734972953796, + 1.0, + 0.9398720264434814, + 1.0, + 0.9403427839279175, + 0.9637036323547363, + 1.0, + 0.9605669975280762, + 1.0, + 0.9657862186431885, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9305546283721924, + 0.9537878036499023, + 0.991821825504303, + 0.9508286118507385, + 0.9450716376304626, + 0.9251231551170349, + 0.9173266291618347, + 0.9763298034667969 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_trial_metrics.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_trial_metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..17f7308f40deff3a7a49114e7f8981f8a3eed38c --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_trial_metrics.json @@ -0,0 +1,18058 @@ +{ + "scalar": { + "frame": 10000000.0, + "total_reward_ma": 3917.0625, + "strength": 1130.7523193359375, + "max_strength": 2131.9365234375, + "final_strength": 1775.9599609375, + "sample_efficiency": 1.8938912660360074e-07, + "training_efficiency": 1.0879964975174516e-05, + "stability": 0.9646880030632019, + "consistency": 0.6064101457595825 + }, + "local": { + "mean_returns": [ + [ + 1234.77783203125, + 1743.7142333984375, + 2023.11767578125, + 2112.234130859375, + 2202.96923828125, + 2120.871826171875, + 2183.97802734375, + 2227.18994140625, + 2280.929931640625, + 2180.7900390625, + 2208.47998046875, + 2253.510009765625, + 2460.179931640625, + 2435.469970703125, + 2509.840087890625, + 2586.2900390625, + 2630.550048828125, + 2736.75, + 2717.080078125, + 2637.989990234375, + 2535.469970703125, + 2562.85009765625, + 2538.739990234375, + 2566.159912109375, + 2575.31005859375, + 2629.969970703125, + 2768.9599609375, + 2768.47998046875, + 2783.199951171875, + 2848.35009765625, + 2976.739990234375, + 3014.93994140625, + 2919.89990234375, + 2882.510009765625, + 2748.739990234375, + 2904.72998046875, + 2928.22998046875, + 2739.93994140625, + 2666.260009765625, + 2734.969970703125, + 2655.010009765625, + 2776.5400390625, + 2726.199951171875, + 2606.110107421875, + 2697.659912109375, + 2661.929931640625, + 2754.050048828125, + 2711.760009765625, + 2631.169921875, + 2713.06005859375, + 2795.949951171875, + 2978.02001953125, + 2994.010009765625, + 3032.469970703125, + 3102.22998046875, + 3147.27001953125, + 3270.050048828125, + 3268.739990234375, + 3262.760009765625, + 3123.159912109375, + 3068.5, + 3202.639892578125, + 3169.090087890625, + 3111.64990234375, + 3157.60009765625, + 3209.25, + 3221.18994140625, + 3134.64990234375, + 2942.469970703125, + 2831.9599609375, + 2872.1298828125, + 2973.5400390625, + 2858.60009765625, + 2795.5400390625, + 2812.02001953125, + 2890.06005859375, + 3087.969970703125, + 3105.85009765625, + 3057.030029296875, + 2946.030029296875, + 2937.10009765625, + 2958.27001953125, + 3060.239990234375, + 2910.989990234375, + 3058.780029296875, + 2984.60009765625, + 3017.550048828125, + 3190.739990234375, + 3147.820068359375, + 3211.39990234375, + 3239.0, + 3212.5, + 3215.139892578125, + 3269.85009765625, + 3299.3798828125, + 3129.969970703125, + 3106.530029296875, + 2953.7099609375, + 2923.89990234375, + 2883.800048828125, + 2784.330078125, + 2901.35009765625, + 2817.18994140625, + 2866.06005859375, + 2827.47998046875, + 2919.43994140625, + 2970.1201171875, + 3056.860107421875, + 2964.010009765625, + 3182.080078125, + 3202.89990234375, + 3268.820068359375, + 3317.659912109375, + 3179.909912109375, + 2999.610107421875, + 3090.2099609375, + 3000.3701171875, + 3032.75, + 3136.169921875, + 3121.340087890625, + 3191.919921875, + 3174.0, + 3111.590087890625, + 3091.489990234375, + 3073.610107421875, + 2936.780029296875, + 2872.6298828125, + 2959.360107421875, + 2968.4599609375, + 2919.830078125, + 2823.969970703125, + 2722.489990234375, + 2806.489990234375, + 2745.56005859375, + 2756.35009765625, + 2712.4599609375, + 2851.72998046875, + 2921.010009765625, + 3053.1201171875, + 3021.280029296875, + 3097.06005859375, + 3027.090087890625, + 3043.469970703125, + 2904.10009765625, + 2747.800048828125, + 2714.699951171875, + 2560.110107421875, + 2548.89990234375, + 2501.0, + 2611.590087890625, + 2756.47998046875, + 2811.6298828125, + 2933.070068359375, + 3070.18994140625, + 3082.39990234375, + 3135.2900390625, + 3095.260009765625, + 3092.050048828125, + 3141.889892578125, + 3037.47998046875, + 2889.0, + 2800.68994140625, + 2769.949951171875, + 2869.080078125, + 2816.590087890625, + 2789.929931640625, + 2755.010009765625, + 2774.949951171875, + 2813.4599609375, + 2744.60009765625, + 2601.4599609375, + 2596.570068359375, + 2851.889892578125, + 2986.659912109375, + 2968.050048828125, + 2945.919921875, + 3018.570068359375, + 3019.8701171875, + 2872.300048828125, + 2801.2099609375, + 2664.1298828125, + 2902.389892578125, + 2826.929931640625, + 3022.0400390625, + 3051.830078125, + 3168.219970703125, + 3187.929931640625, + 3238.320068359375, + 3191.030029296875, + 3339.25, + 3402.110107421875, + 3427.3798828125, + 3464.570068359375, + 3482.72998046875, + 3612.47998046875, + 3579.699951171875, + 3424.02001953125, + 3476.199951171875, + 3451.68994140625, + 3427.590087890625, + 3473.52001953125, + 3371.199951171875, + 3224.3798828125, + 3319.330078125, + 3114.199951171875, + 3088.219970703125, + 2979.080078125, + 2946.60009765625, + 2855.860107421875, + 2912.3701171875, + 2887.030029296875, + 2819.179931640625, + 2786.840087890625, + 2807.68994140625, + 2978.510009765625, + 3059.449951171875, + 3101.669921875, + 3191.6298828125, + 3164.610107421875, + 3121.659912109375, + 3211.0, + 3153.179931640625, + 3179.739990234375, + 3087.02001953125, + 3121.489990234375, + 3205.85009765625, + 3278.320068359375, + 3326.60009765625, + 3314.050048828125, + 3283.830078125, + 3235.93994140625, + 3319.919921875, + 3176.5400390625, + 3110.10009765625, + 2943.2099609375, + 2909.090087890625, + 3142.989990234375, + 3200.929931640625, + 3171.81005859375, + 3232.22998046875, + 3376.35009765625, + 3329.14990234375, + 3407.169921875, + 2997.10009765625, + 2961.679931640625, + 2914.239990234375, + 2901.6298828125, + 2955.050048828125, + 2999.27001953125, + 3101.489990234375, + 3203.06005859375, + 3284.159912109375, + 3281.669921875, + 3423.590087890625, + 3423.679931640625, + 3303.219970703125, + 3241.1201171875, + 3353.139892578125, + 3512.929931640625, + 3558.340087890625, + 3378.9599609375, + 3450.080078125, + 3598.0400390625, + 3721.89990234375, + 3687.18994140625, + 3509.4599609375, + 3556.550048828125, + 3698.14990234375, + 3636.72998046875, + 3516.139892578125, + 3404.0400390625, + 3302.409912109375, + 3359.75, + 3279.7900390625, + 3161.679931640625, + 3178.239990234375, + 3268.6298828125, + 3300.2099609375, + 3392.1298828125, + 3376.280029296875, + 3374.1298828125, + 3333.830078125, + 3213.530029296875, + 3274.449951171875, + 3164.47998046875, + 3126.110107421875, + 3107.239990234375, + 3006.169921875, + 3199.409912109375, + 3302.699951171875, + 3153.719970703125, + 3212.75, + 3133.75, + 3159.949951171875, + 3160.22998046875, + 3145.080078125, + 3056.02001953125, + 3002.6201171875, + 3005.830078125, + 2968.64990234375, + 2860.669921875, + 2623.679931640625, + 2614.699951171875, + 2670.0400390625, + 2711.219970703125, + 2871.18994140625, + 3088.139892578125, + 3191.929931640625, + 3198.840087890625, + 3358.159912109375, + 3427.860107421875, + 3440.550048828125, + 3371.0, + 3182.85009765625, + 3167.7099609375, + 3026.06005859375, + 3024.909912109375, + 2984.590087890625, + 3045.820068359375, + 3102.56005859375, + 3053.56005859375, + 3260.68994140625, + 3317.06005859375, + 3383.219970703125, + 3376.85009765625, + 3248.179931640625, + 3356.2099609375, + 3397.489990234375, + 3425.75, + 3452.9599609375, + 3705.159912109375, + 3653.85009765625, + 3694.97998046875, + 3753.679931640625, + 3717.8798828125, + 3732.830078125, + 3612.68994140625, + 3506.580078125, + 3563.409912109375, + 3526.2099609375, + 3623.429931640625, + 3481.080078125, + 3479.330078125, + 3457.590087890625, + 3366.89990234375, + 3388.3798828125, + 3482.669921875, + 3435.52001953125, + 3439.830078125, + 3543.590087890625, + 3646.219970703125, + 3590.590087890625, + 3425.330078125, + 3469.550048828125, + 3443.43994140625, + 3530.070068359375, + 3456.580078125, + 3482.60009765625, + 3488.739990234375, + 3510.43994140625, + 3390.389892578125, + 3183.580078125, + 3140.18994140625, + 2851.530029296875, + 2840.169921875, + 2891.5400390625, + 2958.3701171875, + 3024.409912109375, + 2982.4599609375, + 3018.239990234375, + 3106.4599609375, + 3131.219970703125, + 3069.969970703125, + 3067.89990234375, + 3109.889892578125, + 3269.280029296875, + 3303.419921875, + 3323.080078125, + 3327.35009765625, + 3331.8798828125, + 3128.239990234375, + 3111.030029296875, + 3119.639892578125, + 3117.8798828125, + 3007.85009765625, + 3021.090087890625, + 3128.169921875, + 3128.1201171875, + 3109.659912109375, + 3008.719970703125, + 3112.9599609375, + 3199.56005859375, + 3040.39990234375, + 3027.409912109375, + 3071.39990234375, + 3205.419921875, + 3247.820068359375, + 3250.669921875, + 3220.9599609375, + 3173.6298828125, + 3243.239990234375, + 3045.97998046875, + 2886.989990234375, + 3084.75, + 3104.22998046875, + 3173.6201171875, + 3038.719970703125, + 3133.780029296875, + 3034.219970703125, + 2793.199951171875, + 2738.139892578125, + 2765.18994140625, + 2784.860107421875, + 2982.5400390625, + 2985.010009765625, + 3045.780029296875, + 3244.679931640625, + 3288.0, + 3361.590087890625, + 3361.1298828125, + 3388.139892578125, + 3401.5400390625, + 3481.969970703125, + 3344.419921875, + 3159.570068359375, + 3203.300048828125, + 3093.909912109375, + 3105.60009765625, + 3027.72998046875, + 3033.2900390625, + 3212.89990234375, + 3250.860107421875, + 3149.110107421875, + 3242.280029296875, + 3235.06005859375, + 3298.6298828125, + 3163.8798828125, + 3161.580078125, + 3053.510009765625, + 2807.949951171875, + 2868.239990234375, + 2813.550048828125, + 2897.14990234375, + 2813.89990234375, + 2944.449951171875, + 2936.4599609375, + 2982.52001953125, + 3045.7099609375, + 3181.070068359375, + 3231.139892578125, + 3219.6298828125, + 3290.570068359375, + 3193.699951171875, + 3197.2099609375, + 3279.830078125, + 3274.60009765625, + 3420.469970703125, + 3558.2099609375, + 3619.35009765625, + 3568.840087890625, + 3490.8701171875, + 3477.669921875, + 3466.81005859375, + 3308.090087890625, + 3250.85009765625, + 3324.760009765625, + 3392.330078125, + 3422.22998046875, + 3442.81005859375, + 3524.409912109375, + 3598.530029296875, + 3660.820068359375, + 3597.469970703125, + 3608.8798828125, + 3763.0400390625, + 3747.179931640625, + 3656.949951171875, + 3682.27001953125, + 3649.090087890625, + 3434.860107421875, + 3348.02001953125, + 3460.47998046875, + 3551.570068359375, + 3438.550048828125, + 3251.320068359375, + 3280.989990234375, + 3344.360107421875, + 3140.81005859375, + 3141.830078125, + 3284.8798828125, + 3280.929931640625, + 3380.989990234375, + 3270.550048828125, + 3362.56005859375, + 3407.159912109375, + 3399.43994140625, + 3438.280029296875, + 3475.840087890625, + 3557.239990234375, + 3646.580078125, + 3576.330078125, + 3592.580078125, + 3638.159912109375, + 3608.340087890625, + 3599.429931640625, + 3554.60009765625, + 3593.4599609375, + 3705.219970703125, + 3712.81005859375, + 3801.449951171875, + 4002.659912109375, + 4007.4599609375, + 3917.97998046875, + 3866.22998046875, + 3676.510009765625, + 3873.5400390625, + 3566.820068359375, + 3481.530029296875, + 3471.169921875, + 3539.14990234375, + 3599.330078125, + 3417.080078125, + 3505.570068359375, + 3626.60009765625, + 3681.840087890625, + 3850.85009765625, + 3854.989990234375, + 3806.469970703125, + 3714.31005859375, + 3761.43994140625, + 3687.3798828125, + 3541.18994140625, + 3487.4599609375, + 3558.43994140625, + 3583.47998046875, + 3452.679931640625, + 3356.93994140625, + 3476.43994140625, + 3604.989990234375, + 3534.0, + 3536.77001953125, + 3440.300048828125, + 3548.1298828125, + 3488.77001953125, + 3356.25, + 3195.989990234375, + 3391.110107421875, + 3435.7900390625, + 3366.580078125, + 3334.9599609375, + 3383.8701171875, + 3359.090087890625, + 3394.3798828125, + 3317.489990234375, + 3431.949951171875, + 3391.97998046875, + 3251.60009765625, + 3277.169921875, + 3235.409912109375, + 3338.89990234375, + 3344.0400390625, + 3270.85009765625, + 3332.77001953125, + 3430.8798828125, + 3349.75, + 3238.43994140625, + 3324.06005859375, + 3549.489990234375, + 3563.610107421875, + 3567.9599609375, + 3635.889892578125, + 3636.14990234375, + 3635.510009765625, + 3509.4599609375, + 3677.449951171875, + 3658.97998046875, + 3504.989990234375, + 3564.47998046875, + 3353.280029296875, + 3347.7900390625, + 3315.860107421875, + 3383.669921875, + 3516.550048828125, + 3657.830078125, + 3614.3701171875, + 3682.0, + 3645.639892578125, + 3598.159912109375, + 3567.0, + 3529.9599609375, + 3689.919921875, + 3637.8798828125, + 3634.909912109375, + 3693.239990234375, + 3675.449951171875, + 3696.840087890625, + 3548.3701171875, + 3536.679931640625, + 3622.050048828125, + 3637.39990234375, + 3518.9599609375, + 3616.469970703125, + 3651.0400390625, + 3772.22998046875, + 3627.2900390625, + 3622.6201171875, + 3671.7900390625, + 3736.010009765625, + 3682.469970703125, + 3563.340087890625, + 3582.35009765625, + 3625.830078125, + 3570.989990234375, + 3604.840087890625, + 3653.760009765625, + 3837.0400390625, + 3834.179931640625, + 3827.77001953125, + 3820.409912109375, + 3623.7900390625, + 3578.72998046875, + 3500.510009765625, + 3493.830078125, + 3637.489990234375, + 3633.639892578125, + 3664.8701171875, + 3648.929931640625, + 3411.800048828125, + 3323.659912109375, + 3185.530029296875, + 3178.830078125, + 3306.840087890625, + 3355.989990234375, + 3542.929931640625, + 3479.090087890625, + 3586.610107421875, + 3680.449951171875, + 3653.969970703125, + 3595.39990234375, + 3639.06005859375, + 3574.9599609375, + 3556.969970703125, + 3580.260009765625, + 3442.110107421875, + 3552.050048828125, + 3561.43994140625, + 3645.239990234375, + 3723.39990234375, + 3583.389892578125, + 3677.93994140625, + 3729.320068359375, + 3688.8701171875, + 3808.39990234375, + 3904.6201171875, + 3897.7099609375, + 3932.6201171875, + 3788.27001953125, + 3823.550048828125, + 3691.639892578125, + 3589.389892578125, + 3631.7900390625, + 3504.580078125, + 3536.47998046875, + 3460.419921875, + 3464.77001953125, + 3335.760009765625, + 3412.989990234375, + 3383.449951171875, + 3376.239990234375, + 3283.3798828125, + 3349.64990234375, + 3415.510009765625, + 3434.77001953125, + 3495.93994140625, + 3645.489990234375, + 3703.889892578125, + 3707.110107421875, + 3618.830078125, + 3495.409912109375, + 3471.52001953125, + 3428.5400390625, + 3489.27001953125, + 3555.409912109375, + 3589.72998046875, + 3683.679931640625, + 3636.830078125, + 3590.840087890625, + 3388.260009765625, + 3330.669921875, + 3446.7900390625, + 3477.7900390625, + 3586.239990234375, + 3605.889892578125, + 3701.60009765625, + 3778.800048828125, + 3639.530029296875, + 3543.14990234375, + 3561.06005859375, + 3562.760009765625, + 3591.7099609375, + 3634.389892578125, + 3711.909912109375, + 3730.3798828125, + 3754.239990234375, + 3727.080078125, + 3412.080078125, + 3454.510009765625, + 3294.2900390625, + 3282.800048828125, + 3266.8701171875, + 3393.06005859375, + 3470.06005859375, + 3363.3798828125, + 3599.4599609375, + 3539.10009765625, + 3603.7900390625, + 3573.889892578125, + 3696.02001953125, + 3583.27001953125, + 3309.8798828125, + 3377.820068359375, + 3308.1298828125, + 3277.0, + 3235.3701171875, + 3345.02001953125, + 3639.510009765625, + 3761.300048828125, + 3847.699951171875, + 3828.02001953125, + 3944.25, + 3785.610107421875, + 3645.449951171875, + 3675.449951171875, + 3679.919921875, + 3574.139892578125, + 3589.760009765625, + 3614.919921875, + 3649.35009765625, + 3641.81005859375, + 3553.919921875, + 3674.570068359375, + 3589.260009765625, + 3537.830078125, + 3429.3798828125, + 3541.1298828125, + 3611.679931640625, + 3527.800048828125, + 3613.64990234375, + 3687.300048828125, + 3782.510009765625, + 3587.39990234375, + 3607.530029296875, + 3497.820068359375, + 3582.77001953125, + 3540.570068359375, + 3554.25, + 3468.31005859375, + 3564.5400390625, + 3586.47998046875, + 3529.469970703125, + 3627.409912109375, + 3608.6298828125, + 3775.47998046875, + 3636.949951171875, + 3553.68994140625, + 3699.1201171875, + 3609.320068359375, + 3744.7900390625, + 3778.1201171875, + 3706.199951171875, + 3689.85009765625, + 3524.070068359375, + 3818.27001953125, + 3803.280029296875, + 3819.14990234375, + 3809.60009765625, + 3869.110107421875, + 3990.7900390625, + 3678.5, + 3653.43994140625, + 3591.06005859375, + 3643.820068359375, + 3568.8701171875, + 3773.6201171875, + 3964.85009765625, + 3983.18994140625, + 4036.27001953125, + 3930.22998046875, + 3989.429931640625, + 3866.77001953125, + 3761.8701171875, + 3664.800048828125, + 3709.06005859375, + 3715.300048828125, + 3715.199951171875, + 3469.360107421875, + 3470.929931640625, + 3463.43994140625, + 3579.330078125, + 3605.52001953125, + 3501.580078125, + 3657.14990234375, + 3777.780029296875, + 3759.3701171875, + 3563.050048828125, + 3596.469970703125, + 3653.469970703125, + 3585.260009765625, + 3643.050048828125, + 3836.77001953125, + 3976.510009765625, + 3965.6298828125, + 3889.75, + 4076.8798828125, + 3972.330078125, + 3638.639892578125, + 3666.6201171875, + 3603.409912109375, + 3591.72998046875, + 3806.5400390625, + 3755.64990234375, + 3843.5400390625, + 3855.469970703125, + 3810.0, + 3755.659912109375, + 3424.22998046875, + 3334.31005859375, + 3441.010009765625, + 3512.5, + 3732.699951171875, + 3664.25, + 3709.4599609375, + 3869.8701171875, + 3864.719970703125, + 3815.800048828125, + 3717.219970703125, + 3684.25, + 3724.6298828125, + 3715.760009765625, + 3823.139892578125, + 3712.449951171875, + 3937.219970703125, + 3949.830078125, + 3841.31005859375, + 3663.449951171875, + 3641.22998046875, + 3755.199951171875, + 3496.169921875, + 3524.780029296875, + 3629.35009765625, + 3905.8701171875, + 3949.64990234375, + 3884.280029296875, + 3892.47998046875, + 3938.179931640625, + 3689.85009765625, + 3723.14990234375, + 3695.449951171875, + 3639.739990234375, + 3730.010009765625, + 3712.929931640625, + 3895.389892578125, + 3727.030029296875, + 3578.280029296875, + 3608.6298828125, + 3569.090087890625, + 3461.1201171875, + 3551.9599609375, + 3723.889892578125, + 3597.1201171875, + 3615.219970703125, + 3642.469970703125, + 3814.909912109375, + 3730.159912109375, + 3938.2099609375, + 3960.699951171875, + 4133.64990234375, + 4073.169921875, + 3958.93994140625, + 4079.760009765625, + 3887.820068359375, + 3899.989990234375, + 3871.909912109375, + 3814.6298828125, + 3934.300048828125, + 3686.340087890625, + 3671.070068359375, + 3701.31005859375, + 3747.409912109375, + 3851.85009765625, + 3817.820068359375, + 3758.010009765625, + 3759.2099609375, + 3533.830078125, + 3593.81005859375, + 3583.199951171875, + 3594.14990234375, + 3646.0, + 3757.610107421875, + 3757.14990234375, + 3745.2099609375, + 3566.8701171875, + 3648.89990234375, + 3544.35009765625, + 3520.159912109375, + 3250.60009765625, + 3184.919921875, + 3039.06005859375, + 3117.030029296875, + 3041.330078125, + 3144.93994140625, + 3267.929931640625, + 3484.669921875, + 3533.919921875, + 3750.050048828125, + 3795.699951171875, + 3811.469970703125, + 3762.139892578125, + 3532.6298828125, + 3628.9599609375, + 3443.360107421875, + 3520.550048828125, + 3585.719970703125, + 3605.969970703125, + 3690.320068359375, + 3613.9599609375, + 3773.27001953125, + 3612.389892578125, + 3641.780029296875, + 3735.760009765625, + 3687.919921875, + 3595.780029296875, + 3552.760009765625, + 3689.760009765625, + 3732.81005859375, + 3514.280029296875, + 3608.409912109375, + 3638.7900390625, + 3678.860107421875, + 3591.889892578125, + 3582.139892578125, + 3700.179931640625, + 3742.0400390625, + 3810.590087890625, + 3895.840087890625, + 3833.3798828125, + 3698.02001953125, + 3594.27001953125, + 3650.31005859375, + 3631.919921875, + 3669.679931640625, + 3787.530029296875, + 3967.22998046875, + 3924.300048828125, + 3886.0400390625, + 3903.64990234375, + 3761.1298828125, + 3840.219970703125, + 3849.989990234375, + 3977.300048828125, + 3870.52001953125, + 3853.760009765625, + 4029.909912109375, + 3822.159912109375, + 3685.52001953125, + 3582.2099609375, + 3666.47998046875, + 3844.72998046875, + 3691.6298828125, + 3823.219970703125, + 3945.429931640625, + 3919.030029296875, + 3945.6298828125, + 3791.64990234375, + 3960.6201171875, + 4088.840087890625, + 4064.93994140625, + 4121.9599609375, + 4071.5400390625, + 4082.35009765625, + 3997.830078125, + 3901.949951171875, + 3938.679931640625, + 3814.81005859375, + 3848.699951171875, + 3989.64990234375, + 3996.860107421875, + 3835.110107421875, + 3765.64990234375, + 3759.590087890625, + 3892.179931640625, + 3699.580078125, + 3669.300048828125, + 3853.02001953125, + 3981.699951171875, + 4048.030029296875, + 3972.570068359375, + 4040.10009765625, + 4064.969970703125, + 4046.679931640625 + ], + [ + 1724.5, + 2135.947265625, + 2147.25, + 2130.14892578125, + 2159.0966796875, + 2211.928466796875, + 2303.25, + 2278.08251953125, + 2419.580078125, + 2396.429931640625, + 2354.919921875, + 2404.68994140625, + 2454.25, + 2451.489990234375, + 2415.820068359375, + 2399.25, + 2422.2900390625, + 2507.0400390625, + 2497.090087890625, + 2448.139892578125, + 2460.699951171875, + 2523.860107421875, + 2592.18994140625, + 2602.52001953125, + 2566.889892578125, + 2582.219970703125, + 2631.75, + 2654.489990234375, + 2684.179931640625, + 2704.010009765625, + 2705.760009765625, + 2789.3701171875, + 2821.2900390625, + 2880.68994140625, + 2977.989990234375, + 3072.2099609375, + 3182.330078125, + 3165.590087890625, + 3133.8798828125, + 3050.52001953125, + 2978.840087890625, + 2934.14990234375, + 2700.739990234375, + 2767.2099609375, + 2743.39990234375, + 2788.18994140625, + 2811.4599609375, + 2811.030029296875, + 2860.300048828125, + 2898.889892578125, + 2955.52001953125, + 2989.7099609375, + 3029.469970703125, + 3188.7900390625, + 3216.0400390625, + 3215.080078125, + 3247.72998046875, + 3169.5, + 3307.719970703125, + 3262.75, + 2962.4599609375, + 2848.550048828125, + 2782.580078125, + 2966.719970703125, + 3062.169921875, + 3177.090087890625, + 3163.590087890625, + 3191.989990234375, + 3257.840087890625, + 3530.4599609375, + 3571.18994140625, + 3736.360107421875, + 3673.22998046875, + 3649.409912109375, + 3618.85009765625, + 3571.080078125, + 3662.429931640625, + 3578.110107421875, + 3476.949951171875, + 3295.43994140625, + 3266.8798828125, + 3229.389892578125, + 3267.239990234375, + 3190.9599609375, + 3043.699951171875, + 3031.909912109375, + 3221.72998046875, + 3164.659912109375, + 3065.219970703125, + 3259.429931640625, + 3158.72998046875, + 3201.610107421875, + 3160.510009765625, + 3153.010009765625, + 3100.389892578125, + 3050.639892578125, + 2870.219970703125, + 2948.320068359375, + 2816.27001953125, + 2773.889892578125, + 2719.81005859375, + 2782.43994140625, + 2842.5, + 2926.909912109375, + 3182.669921875, + 3258.550048828125, + 3275.550048828125, + 3280.8701171875, + 3305.52001953125, + 3240.739990234375, + 3235.070068359375, + 3288.610107421875, + 3103.2099609375, + 3127.389892578125, + 3183.820068359375, + 3320.610107421875, + 3362.860107421875, + 3364.969970703125, + 3200.3798828125, + 3038.639892578125, + 2979.139892578125, + 2877.7099609375, + 2801.340087890625, + 2783.169921875, + 2653.6201171875, + 2733.590087890625, + 2636.02001953125, + 2586.77001953125, + 2636.340087890625, + 2700.6201171875, + 2641.68994140625, + 2755.77001953125, + 2800.360107421875, + 2892.969970703125, + 2942.06005859375, + 2893.639892578125, + 2896.590087890625, + 2892.2900390625, + 2809.679931640625, + 2706.489990234375, + 2737.760009765625, + 2716.60009765625, + 2772.780029296875, + 2801.969970703125, + 2821.75, + 3156.330078125, + 3072.780029296875, + 3094.6298828125, + 3003.919921875, + 3098.590087890625, + 3216.85009765625, + 3136.570068359375, + 3103.389892578125, + 3283.60009765625, + 3331.93994140625, + 3521.18994140625, + 3687.97998046875, + 3674.179931640625, + 3676.25, + 3717.860107421875, + 3647.429931640625, + 3529.5400390625, + 3629.530029296875, + 3484.2099609375, + 3605.260009765625, + 3573.590087890625, + 3638.659912109375, + 3598.169921875, + 3519.610107421875, + 3640.550048828125, + 3673.5, + 3834.739990234375, + 3568.35009765625, + 3642.639892578125, + 3512.800048828125, + 3596.239990234375, + 3590.830078125, + 3366.179931640625, + 3315.8798828125, + 3509.449951171875, + 3554.64990234375, + 3672.7099609375, + 3732.7900390625, + 3710.530029296875, + 3781.43994140625, + 3863.5, + 3884.1298828125, + 3698.14990234375, + 3510.530029296875, + 3343.43994140625, + 3207.39990234375, + 3235.719970703125, + 3171.72998046875, + 3084.27001953125, + 3151.39990234375, + 3238.31005859375, + 3348.8798828125, + 3463.8701171875, + 3537.64990234375, + 3611.489990234375, + 3555.06005859375, + 3621.39990234375, + 3530.02001953125, + 3481.9599609375, + 3513.4599609375, + 3620.25, + 3501.800048828125, + 3388.68994140625, + 3501.090087890625, + 3517.3701171875, + 3425.97998046875, + 3411.179931640625, + 3532.2900390625, + 3540.2900390625, + 3438.35009765625, + 3434.169921875, + 3282.68994140625, + 3297.800048828125, + 3294.889892578125, + 3161.679931640625, + 3089.889892578125, + 3289.580078125, + 3151.260009765625, + 3368.840087890625, + 3460.800048828125, + 3485.090087890625, + 3600.4599609375, + 3570.449951171875, + 3675.139892578125, + 3565.360107421875, + 3339.409912109375, + 3227.570068359375, + 3163.010009765625, + 3067.409912109375, + 2931.18994140625, + 2895.239990234375, + 2884.489990234375, + 2972.3798828125, + 2847.510009765625, + 2933.669921875, + 2927.7099609375, + 2976.280029296875, + 2964.469970703125, + 3000.27001953125, + 3207.659912109375, + 3351.25, + 3451.699951171875, + 3560.2099609375, + 3521.68994140625, + 3596.110107421875, + 3742.5, + 3665.550048828125, + 3557.360107421875, + 3256.659912109375, + 3177.31005859375, + 3082.429931640625, + 3099.68994140625, + 2964.669921875, + 2905.6298828125, + 2971.969970703125, + 3207.85009765625, + 3456.469970703125, + 3599.27001953125, + 3614.56005859375, + 3523.570068359375, + 3694.800048828125, + 3648.909912109375, + 3369.43994140625, + 3099.949951171875, + 2937.93994140625, + 2945.47998046875, + 2993.179931640625, + 2918.39990234375, + 2889.2900390625, + 2966.320068359375, + 3019.590087890625, + 3080.429931640625, + 3041.989990234375, + 3107.5400390625, + 3202.010009765625, + 3222.139892578125, + 3336.1298828125, + 3175.070068359375, + 3418.030029296875, + 3437.6298828125, + 3385.6298828125, + 3393.7099609375, + 3464.239990234375, + 3539.97998046875, + 3715.830078125, + 3647.949951171875, + 3692.010009765625, + 3615.169921875, + 3461.22998046875, + 3380.080078125, + 3271.159912109375, + 3124.280029296875, + 3033.800048828125, + 3004.030029296875, + 2991.330078125, + 2965.02001953125, + 3005.530029296875, + 2951.570068359375, + 2979.97998046875, + 3125.43994140625, + 3247.909912109375, + 3345.43994140625, + 3224.010009765625, + 3067.52001953125, + 3159.090087890625, + 3045.18994140625, + 2920.010009765625, + 2796.280029296875, + 2704.77001953125, + 3088.469970703125, + 3186.169921875, + 3190.39990234375, + 3143.3798828125, + 3114.199951171875, + 3054.0, + 2715.510009765625, + 2674.4599609375, + 2532.47998046875, + 2672.840087890625, + 2781.52001953125, + 2845.699951171875, + 2850.60009765625, + 2792.659912109375, + 2916.3798828125, + 2807.389892578125, + 2818.510009765625, + 2975.60009765625, + 3003.27001953125, + 3156.830078125, + 3111.179931640625, + 3228.070068359375, + 3373.530029296875, + 3359.510009765625, + 3334.179931640625, + 3210.419921875, + 3092.75, + 3026.2900390625, + 3033.409912109375, + 2817.419921875, + 2841.77001953125, + 2803.77001953125, + 2905.090087890625, + 2894.159912109375, + 2844.4599609375, + 2911.830078125, + 3079.159912109375, + 3115.389892578125, + 3033.419921875, + 3188.570068359375, + 3350.22998046875, + 3399.72998046875, + 3246.10009765625, + 3201.02001953125, + 3267.6298828125, + 3062.199951171875, + 2872.419921875, + 2779.159912109375, + 2687.22998046875, + 2732.429931640625, + 2683.929931640625, + 2797.77001953125, + 2828.159912109375, + 2812.0400390625, + 2797.860107421875, + 2776.050048828125, + 2816.7099609375, + 3024.3701171875, + 3137.35009765625, + 3174.7099609375, + 3223.14990234375, + 3210.949951171875, + 3119.5400390625, + 2933.580078125, + 2764.1201171875, + 2889.699951171875, + 2930.300048828125, + 2922.510009765625, + 2823.35009765625, + 2960.3701171875, + 3024.239990234375, + 2914.340087890625, + 2853.6298828125, + 2857.239990234375, + 2902.1298828125, + 2761.739990234375, + 2756.679931640625, + 2824.72998046875, + 2947.169921875, + 3071.320068359375, + 2988.699951171875, + 3065.0400390625, + 3115.31005859375, + 3050.030029296875, + 3123.1201171875, + 3087.5, + 3083.85009765625, + 3014.77001953125, + 3035.1298828125, + 2950.68994140625, + 2816.0, + 3054.449951171875, + 3039.64990234375, + 3057.31005859375, + 3187.239990234375, + 3165.260009765625, + 3181.7900390625, + 2983.419921875, + 3034.4599609375, + 3074.719970703125, + 3084.10009765625, + 3138.320068359375, + 3288.75, + 3357.989990234375, + 3471.719970703125, + 3455.85009765625, + 3386.5, + 3431.780029296875, + 3353.0, + 3529.8798828125, + 3370.47998046875, + 3311.409912109375, + 3397.030029296875, + 3504.360107421875, + 3607.22998046875, + 3494.699951171875, + 3382.300048828125, + 3413.139892578125, + 3460.429931640625, + 3494.3701171875, + 3496.5400390625, + 3430.919921875, + 3511.8701171875, + 3582.02001953125, + 3489.97998046875, + 3454.889892578125, + 3363.739990234375, + 3341.81005859375, + 3452.81005859375, + 3480.27001953125, + 3368.239990234375, + 3341.669921875, + 3351.739990234375, + 3325.919921875, + 3268.43994140625, + 3239.139892578125, + 3397.489990234375, + 3331.219970703125, + 3453.18994140625, + 3487.580078125, + 3461.550048828125, + 3401.110107421875, + 3341.030029296875, + 3360.139892578125, + 3327.530029296875, + 3168.969970703125, + 3257.610107421875, + 3341.679931640625, + 3425.93994140625, + 3274.4599609375, + 3331.72998046875, + 3260.35009765625, + 3357.489990234375, + 3409.22998046875, + 3450.070068359375, + 3663.27001953125, + 3605.2900390625, + 3728.47998046875, + 3573.860107421875, + 3472.219970703125, + 3412.889892578125, + 3315.64990234375, + 3388.669921875, + 3331.530029296875, + 3325.090087890625, + 3441.909912109375, + 3446.919921875, + 3408.590087890625, + 3421.780029296875, + 3376.85009765625, + 3381.0400390625, + 3384.159912109375, + 3454.989990234375, + 3511.449951171875, + 3413.97998046875, + 3406.72998046875, + 3399.89990234375, + 3266.14990234375, + 3238.1201171875, + 3116.3701171875, + 3242.64990234375, + 3336.7900390625, + 3327.669921875, + 3270.22998046875, + 3237.219970703125, + 3093.639892578125, + 3031.89990234375, + 3058.139892578125, + 3018.280029296875, + 2873.60009765625, + 2949.5, + 2926.199951171875, + 3023.89990234375, + 3107.31005859375, + 3178.8701171875, + 3346.090087890625, + 3435.43994140625, + 3607.139892578125, + 3424.919921875, + 3388.860107421875, + 3424.77001953125, + 3350.110107421875, + 3381.469970703125, + 3340.72998046875, + 3413.3701171875, + 3495.860107421875, + 3412.68994140625, + 3579.93994140625, + 3642.56005859375, + 3597.219970703125, + 3467.179931640625, + 3458.219970703125, + 3599.5400390625, + 3605.320068359375, + 3475.469970703125, + 3279.739990234375, + 3318.530029296875, + 3378.989990234375, + 3217.989990234375, + 3160.8798828125, + 3043.5, + 3204.22998046875, + 3266.2900390625, + 3046.639892578125, + 3071.199951171875, + 3097.6298828125, + 3102.590087890625, + 3020.4599609375, + 3052.85009765625, + 3170.820068359375, + 3251.580078125, + 3271.72998046875, + 3422.800048828125, + 3423.81005859375, + 3404.97998046875, + 3518.4599609375, + 3536.06005859375, + 3664.25, + 3578.449951171875, + 3496.610107421875, + 3443.699951171875, + 3506.110107421875, + 3528.409912109375, + 3428.35009765625, + 3332.5400390625, + 3532.719970703125, + 3375.9599609375, + 3419.429931640625, + 3297.919921875, + 3317.580078125, + 3354.449951171875, + 3440.60009765625, + 3502.030029296875, + 3463.68994140625, + 3608.510009765625, + 3524.199951171875, + 3542.340087890625, + 3301.820068359375, + 3310.929931640625, + 3249.719970703125, + 3241.18994140625, + 3386.760009765625, + 3366.830078125, + 3402.97998046875, + 3536.47998046875, + 3657.949951171875, + 3727.449951171875, + 3554.8798828125, + 3484.77001953125, + 3554.10009765625, + 3307.219970703125, + 3258.5400390625, + 3393.8701171875, + 3345.97998046875, + 3223.580078125, + 3242.330078125, + 3475.469970703125, + 3377.22998046875, + 3181.360107421875, + 3297.659912109375, + 3485.81005859375, + 3678.239990234375, + 3507.590087890625, + 3587.8701171875, + 3696.35009765625, + 3704.409912109375, + 3592.110107421875, + 3547.419921875, + 3512.3798828125, + 3490.280029296875, + 3418.159912109375, + 3330.550048828125, + 3410.449951171875, + 3457.419921875, + 3523.199951171875, + 3590.929931640625, + 3656.570068359375, + 3749.02001953125, + 3781.989990234375, + 3814.81005859375, + 3643.3798828125, + 3691.6298828125, + 3741.10009765625, + 3833.35009765625, + 3686.89990234375, + 3659.929931640625, + 3901.52001953125, + 4014.580078125, + 3928.85009765625, + 3701.8798828125, + 3694.35009765625, + 3702.89990234375, + 3570.39990234375, + 3424.2900390625, + 3339.300048828125, + 3390.090087890625, + 3533.47998046875, + 3505.699951171875, + 3581.699951171875, + 3405.52001953125, + 3378.97998046875, + 3493.81005859375, + 3396.550048828125, + 3350.1298828125, + 3532.110107421875, + 3540.389892578125, + 3582.02001953125, + 3496.340087890625, + 3420.14990234375, + 3560.06005859375, + 3616.360107421875, + 3538.89990234375, + 3715.14990234375, + 3811.75, + 3762.0400390625, + 3721.860107421875, + 3784.219970703125, + 3835.9599609375, + 3810.2900390625, + 3648.72998046875, + 3663.840087890625, + 3688.5400390625, + 3627.449951171875, + 3516.669921875, + 3413.969970703125, + 3661.60009765625, + 3515.469970703125, + 3519.510009765625, + 3595.219970703125, + 3621.030029296875, + 3482.889892578125, + 3380.68994140625, + 3531.31005859375, + 3463.669921875, + 3450.93994140625, + 3360.780029296875, + 3473.179931640625, + 3491.7900390625, + 3514.050048828125, + 3601.93994140625, + 3605.10009765625, + 3653.449951171875, + 3581.050048828125, + 3494.68994140625, + 3591.169921875, + 3698.360107421875, + 3469.8701171875, + 3434.93994140625, + 3445.52001953125, + 3446.909912109375, + 3293.52001953125, + 3220.969970703125, + 3355.449951171875, + 3341.2900390625, + 3394.72998046875, + 3504.68994140625, + 3716.219970703125, + 3759.659912109375, + 3578.739990234375, + 3668.31005859375, + 3780.159912109375, + 3746.889892578125, + 3744.1298828125, + 3800.929931640625, + 3745.2099609375, + 3854.389892578125, + 3761.5400390625, + 3811.9599609375, + 3762.780029296875, + 3759.6201171875, + 3768.179931640625, + 3830.25, + 3825.68994140625, + 3823.260009765625, + 3718.969970703125, + 3653.510009765625, + 3680.72998046875, + 3621.090087890625, + 3704.7900390625, + 3783.199951171875, + 3795.860107421875, + 3654.010009765625, + 3573.489990234375, + 3570.1201171875, + 3438.340087890625, + 3236.52001953125, + 3258.110107421875, + 3344.010009765625, + 3299.739990234375, + 3255.02001953125, + 3246.659912109375, + 3413.89990234375, + 3352.9599609375, + 3457.449951171875, + 3521.6201171875, + 3702.97998046875, + 3717.800048828125, + 3766.929931640625, + 3702.47998046875, + 3675.27001953125, + 3679.47998046875, + 3608.449951171875, + 3519.469970703125, + 3529.3798828125, + 3566.340087890625, + 3537.989990234375, + 3516.6298828125, + 3535.5, + 3386.06005859375, + 3366.1201171875, + 3448.7099609375, + 3487.85009765625, + 3582.159912109375, + 3566.239990234375, + 3589.89990234375, + 3666.320068359375, + 3717.840087890625, + 3895.510009765625, + 3767.030029296875, + 3818.530029296875, + 4004.659912109375, + 3826.169921875, + 3740.02001953125, + 3609.6201171875, + 3595.570068359375, + 3845.14990234375, + 3712.719970703125, + 4033.64990234375, + 4074.5400390625, + 4022.989990234375, + 4082.6298828125, + 3847.22998046875, + 3715.530029296875, + 3629.260009765625, + 3660.5400390625, + 3608.10009765625, + 3506.409912109375, + 3582.389892578125, + 3771.360107421875, + 3696.239990234375, + 3398.2900390625, + 3553.010009765625, + 3580.010009765625, + 3563.06005859375, + 3514.10009765625, + 3517.179931640625, + 3454.510009765625, + 3480.75, + 3545.830078125, + 3519.010009765625, + 3553.320068359375, + 3556.6201171875, + 3879.419921875, + 3757.179931640625, + 3743.570068359375, + 3789.760009765625, + 3545.219970703125, + 3609.93994140625, + 3531.39990234375, + 3424.47998046875, + 3366.10009765625, + 3517.14990234375, + 3638.889892578125, + 3717.429931640625, + 3821.919921875, + 3859.739990234375, + 4029.159912109375, + 3984.06005859375, + 3948.330078125, + 3996.22998046875, + 3815.75, + 3896.43994140625, + 3865.7900390625, + 3790.8798828125, + 3594.06005859375, + 3634.0400390625, + 3623.639892578125, + 3322.5, + 3271.580078125, + 3406.669921875, + 3513.0, + 3489.7900390625, + 3409.1298828125, + 3522.2099609375, + 3602.530029296875, + 3621.1298828125, + 3620.699951171875, + 3676.31005859375, + 3761.669921875, + 3741.340087890625, + 3743.320068359375, + 3745.030029296875, + 3789.35009765625, + 3665.9599609375, + 3651.239990234375, + 3756.610107421875, + 3870.469970703125, + 3758.3701171875, + 3752.030029296875, + 3803.64990234375, + 3732.52001953125, + 3815.159912109375, + 3807.8798828125, + 3805.449951171875, + 3762.0400390625, + 3637.52001953125, + 3844.260009765625, + 3660.1298828125, + 3762.010009765625, + 3785.2900390625, + 3859.429931640625, + 3899.25, + 3672.56005859375, + 3676.340087890625, + 3573.2099609375, + 3557.659912109375, + 3661.530029296875, + 3465.489990234375, + 3340.06005859375, + 3422.02001953125, + 3627.669921875, + 3688.6201171875, + 3646.830078125, + 3756.3701171875, + 3880.4599609375, + 3888.110107421875, + 3755.169921875, + 3672.239990234375, + 3586.909912109375, + 3638.22998046875, + 3650.02001953125, + 3631.0400390625, + 3701.580078125, + 3644.260009765625, + 3776.97998046875, + 3655.97998046875, + 3698.840087890625, + 3759.409912109375, + 3613.830078125, + 3717.0, + 3593.070068359375, + 3871.610107421875, + 3964.239990234375, + 3886.739990234375, + 3952.360107421875, + 3853.239990234375, + 3967.570068359375, + 4115.2099609375, + 3927.7099609375, + 3756.60009765625, + 3896.919921875, + 3772.449951171875, + 3722.8701171875, + 3754.300048828125, + 3832.7900390625, + 3847.300048828125, + 3816.27001953125, + 3833.340087890625, + 3874.280029296875, + 3703.4599609375, + 3562.6201171875, + 3615.8798828125, + 3527.81005859375, + 3629.090087890625, + 3729.39990234375, + 3815.52001953125, + 3753.919921875, + 3779.409912109375, + 3749.550048828125, + 3765.530029296875, + 3655.510009765625, + 3617.760009765625, + 3666.27001953125, + 3631.889892578125, + 3559.81005859375, + 3519.739990234375, + 3601.4599609375, + 3517.43994140625, + 3334.77001953125, + 3595.7900390625, + 3738.8798828125, + 3721.52001953125, + 3846.5, + 4150.5498046875, + 4309.85986328125, + 4282.6201171875, + 4322.56982421875, + 4324.2001953125, + 4319.27978515625, + 4130.33984375, + 4031.739990234375, + 3894.25, + 3947.699951171875, + 3719.989990234375, + 3620.260009765625, + 3621.409912109375, + 3519.02001953125, + 3567.090087890625, + 3565.909912109375, + 3552.43994140625, + 3638.590087890625, + 3728.47998046875, + 3925.89990234375, + 4104.35009765625, + 3992.81005859375, + 4045.6201171875, + 4084.669921875, + 3994.340087890625, + 3977.75, + 3927.090087890625, + 3932.8798828125, + 3965.260009765625, + 3892.419921875, + 3778.169921875, + 3736.280029296875, + 3796.3798828125, + 3717.8798828125, + 3619.929931640625, + 3662.340087890625, + 3605.4599609375, + 3639.93994140625, + 3434.77001953125, + 3454.719970703125, + 3567.179931640625, + 3480.699951171875, + 3577.2099609375, + 3646.590087890625, + 3741.47998046875, + 3678.81005859375, + 3759.550048828125, + 3731.93994140625, + 3723.090087890625, + 3745.760009765625, + 3673.02001953125, + 3708.89990234375, + 3818.97998046875, + 3721.300048828125, + 3593.5400390625, + 3495.010009765625, + 3640.840087890625, + 3687.4599609375, + 3667.280029296875, + 3799.610107421875, + 3837.2900390625, + 3791.449951171875, + 3702.590087890625, + 3593.31005859375, + 3507.39990234375, + 3477.159912109375, + 3646.93994140625, + 3784.610107421875, + 3845.389892578125, + 3884.610107421875, + 3859.699951171875, + 3882.179931640625, + 3705.360107421875, + 3696.56005859375, + 3677.389892578125, + 3738.64990234375, + 3875.469970703125, + 3859.510009765625, + 3953.010009765625, + 4160.06005859375, + 4166.490234375, + 4260.7099609375, + 4221.9599609375 + ], + [ + 1185.25, + 2031.5999755859375, + 2155.323486328125, + 2102.8125, + 2166.125, + 2218.8798828125, + 2356.269775390625, + 2368.429931640625, + 2387.56005859375, + 2542.280029296875, + 2518.639892578125, + 2521.330078125, + 2446.75, + 2285.719970703125, + 2254.419921875, + 2272.47998046875, + 2129.06005859375, + 2183.22998046875, + 2170.5, + 2382.010009765625, + 2419.929931640625, + 2439.530029296875, + 2594.35009765625, + 2603.06005859375, + 2678.969970703125, + 2703.4599609375, + 2709.93994140625, + 2737.169921875, + 2877.97998046875, + 2867.909912109375, + 2714.8701171875, + 2784.080078125, + 2714.7900390625, + 2687.800048828125, + 2573.02001953125, + 2492.77001953125, + 2479.050048828125, + 2586.300048828125, + 2751.31005859375, + 2714.56005859375, + 2729.72998046875, + 2747.969970703125, + 2746.110107421875, + 2718.840087890625, + 2684.820068359375, + 2608.429931640625, + 2595.77001953125, + 2641.3798828125, + 2693.7099609375, + 2686.409912109375, + 2776.590087890625, + 2849.64990234375, + 2863.469970703125, + 2923.419921875, + 2945.179931640625, + 3005.889892578125, + 3048.929931640625, + 3151.72998046875, + 3013.340087890625, + 2974.10009765625, + 2951.320068359375, + 2902.909912109375, + 2835.860107421875, + 2689.780029296875, + 2625.580078125, + 2621.1298828125, + 2668.530029296875, + 2718.989990234375, + 2805.050048828125, + 2803.550048828125, + 2856.1201171875, + 2986.18994140625, + 3107.199951171875, + 2964.699951171875, + 3022.219970703125, + 2989.06005859375, + 2978.550048828125, + 3095.159912109375, + 3050.070068359375, + 2954.3798828125, + 2932.7099609375, + 2968.10009765625, + 2888.469970703125, + 2967.97998046875, + 2936.760009765625, + 2777.2099609375, + 2761.25, + 2763.6298828125, + 2690.320068359375, + 2769.889892578125, + 2813.510009765625, + 2940.6201171875, + 2977.35009765625, + 3153.85009765625, + 3007.43994140625, + 3059.429931640625, + 3212.56005859375, + 3119.4599609375, + 2900.0, + 2928.840087890625, + 2953.550048828125, + 3027.239990234375, + 3138.050048828125, + 3195.10009765625, + 3286.93994140625, + 3367.25, + 3391.02001953125, + 3334.1201171875, + 3386.199951171875, + 3345.52001953125, + 3219.43994140625, + 3260.580078125, + 3162.25, + 3120.159912109375, + 3086.929931640625, + 3067.919921875, + 3124.179931640625, + 3071.239990234375, + 3352.419921875, + 3361.8798828125, + 3462.31005859375, + 3438.02001953125, + 3426.050048828125, + 3430.0400390625, + 3523.10009765625, + 3713.7900390625, + 3469.3701171875, + 3377.8701171875, + 3339.7099609375, + 3321.699951171875, + 3312.510009765625, + 3316.3701171875, + 3316.7900390625, + 3100.860107421875, + 3163.580078125, + 3143.219970703125, + 3229.64990234375, + 3335.969970703125, + 3280.77001953125, + 3254.81005859375, + 3308.989990234375, + 3293.300048828125, + 3300.340087890625, + 3244.139892578125, + 3200.780029296875, + 3186.97998046875, + 3001.260009765625, + 2888.330078125, + 2850.330078125, + 2846.260009765625, + 2880.820068359375, + 2919.81005859375, + 2978.43994140625, + 3190.8701171875, + 3107.360107421875, + 3118.919921875, + 3166.02001953125, + 3115.330078125, + 2980.6201171875, + 2918.35009765625, + 2901.47998046875, + 2928.56005859375, + 3011.72998046875, + 3029.10009765625, + 3098.77001953125, + 3255.6201171875, + 3209.030029296875, + 3095.3701171875, + 3208.989990234375, + 3282.919921875, + 3392.6201171875, + 3249.0, + 3186.909912109375, + 3148.89990234375, + 3200.489990234375, + 3174.9599609375, + 3109.8701171875, + 3227.72998046875, + 3212.260009765625, + 3160.840087890625, + 3202.389892578125, + 3261.989990234375, + 3235.989990234375, + 3222.39990234375, + 3003.1298828125, + 3098.419921875, + 3118.530029296875, + 3117.780029296875, + 2955.510009765625, + 2926.840087890625, + 2946.2099609375, + 3009.4599609375, + 3105.47998046875, + 3007.110107421875, + 2993.7099609375, + 3239.679931640625, + 3292.080078125, + 3304.47998046875, + 3253.1298828125, + 3150.47998046875, + 3241.169921875, + 3220.10009765625, + 3138.0400390625, + 3137.27001953125, + 3062.760009765625, + 3289.27001953125, + 3328.2099609375, + 3216.02001953125, + 3333.110107421875, + 3317.489990234375, + 3187.989990234375, + 3165.4599609375, + 3106.10009765625, + 3011.179931640625, + 3114.510009765625, + 2914.5400390625, + 3158.47998046875, + 3190.2900390625, + 3179.320068359375, + 3293.97998046875, + 3197.909912109375, + 3091.93994140625, + 3239.1298828125, + 3159.489990234375, + 3181.050048828125, + 3153.780029296875, + 3225.239990234375, + 3377.25, + 3313.179931640625, + 3216.699951171875, + 3237.60009765625, + 3338.9599609375, + 3170.02001953125, + 3159.2099609375, + 3118.14990234375, + 3125.31005859375, + 3186.699951171875, + 3272.389892578125, + 3289.419921875, + 3405.39990234375, + 3412.320068359375, + 3408.02001953125, + 3528.4599609375, + 3365.27001953125, + 3220.3798828125, + 3375.010009765625, + 3416.6201171875, + 3388.739990234375, + 3323.1201171875, + 3368.35009765625, + 3555.159912109375, + 3467.75, + 3339.570068359375, + 3336.110107421875, + 3513.320068359375, + 3568.280029296875, + 3568.469970703125, + 3565.139892578125, + 3589.330078125, + 3766.989990234375, + 3779.7099609375, + 3581.590087890625, + 3440.409912109375, + 3411.639892578125, + 3366.1298828125, + 3278.330078125, + 3297.139892578125, + 3241.510009765625, + 3254.760009765625, + 3317.75, + 3326.9599609375, + 3288.2099609375, + 3360.080078125, + 3346.1298828125, + 3274.139892578125, + 3421.300048828125, + 3520.0400390625, + 3564.070068359375, + 3625.18994140625, + 3560.0400390625, + 3536.89990234375, + 3672.489990234375, + 3574.77001953125, + 3560.77001953125, + 3390.219970703125, + 3315.260009765625, + 3231.89990234375, + 3324.030029296875, + 3252.56005859375, + 3219.7900390625, + 3197.169921875, + 3235.340087890625, + 3236.97998046875, + 3252.969970703125, + 3358.320068359375, + 3238.60009765625, + 3275.6298828125, + 3349.860107421875, + 3283.85009765625, + 3285.820068359375, + 3289.820068359375, + 3319.340087890625, + 3400.389892578125, + 3421.1201171875, + 3332.1201171875, + 3304.800048828125, + 3527.300048828125, + 3378.300048828125, + 3192.85009765625, + 3088.469970703125, + 3069.659912109375, + 3272.409912109375, + 3278.929931640625, + 3320.60009765625, + 3502.030029296875, + 3656.580078125, + 3851.60009765625, + 4022.77001953125, + 3960.68994140625, + 3862.300048828125, + 3688.260009765625, + 3626.64990234375, + 3602.340087890625, + 3408.949951171875, + 3441.159912109375, + 3453.949951171875, + 3509.659912109375, + 3467.669921875, + 3437.969970703125, + 3526.2900390625, + 3544.949951171875, + 3553.199951171875, + 3636.7099609375, + 3575.919921875, + 3764.1298828125, + 3573.8798828125, + 3574.639892578125, + 3789.35009765625, + 3767.219970703125, + 3787.889892578125, + 3636.52001953125, + 3541.47998046875, + 3629.919921875, + 3508.43994140625, + 3492.9599609375, + 3427.47998046875, + 3556.080078125, + 3753.919921875, + 3860.679931640625, + 3831.449951171875, + 3823.800048828125, + 3845.159912109375, + 3783.9599609375, + 3736.0400390625, + 3620.0, + 3605.02001953125, + 3525.68994140625, + 3381.27001953125, + 3399.929931640625, + 3412.679931640625, + 3434.389892578125, + 3521.340087890625, + 3683.60009765625, + 3707.090087890625, + 3750.050048828125, + 3841.1201171875, + 3927.139892578125, + 3948.3701171875, + 3774.860107421875, + 3473.580078125, + 3460.469970703125, + 3215.81005859375, + 3114.81005859375, + 3168.35009765625, + 3161.06005859375, + 3213.6201171875, + 3228.31005859375, + 3274.06005859375, + 3351.550048828125, + 3344.570068359375, + 3431.7099609375, + 3369.219970703125, + 3470.989990234375, + 3406.159912109375, + 3304.10009765625, + 3398.18994140625, + 3237.300048828125, + 3253.6298828125, + 3125.010009765625, + 3158.219970703125, + 3130.1201171875, + 3058.6298828125, + 3031.22998046875, + 3002.239990234375, + 3057.080078125, + 3236.02001953125, + 3385.330078125, + 3440.2099609375, + 3454.110107421875, + 3443.43994140625, + 3553.1201171875, + 3533.8798828125, + 3478.739990234375, + 3298.719970703125, + 3257.280029296875, + 3327.2099609375, + 3267.889892578125, + 3184.139892578125, + 3107.760009765625, + 3199.1298828125, + 3427.679931640625, + 3648.02001953125, + 3732.60009765625, + 3748.800048828125, + 3661.669921875, + 3650.5, + 3526.570068359375, + 3450.679931640625, + 3333.280029296875, + 3425.0400390625, + 3390.179931640625, + 3453.02001953125, + 3473.429931640625, + 3399.909912109375, + 3324.0400390625, + 3388.22998046875, + 3433.580078125, + 3513.31005859375, + 3542.280029296875, + 3406.0, + 3498.3701171875, + 3519.6298828125, + 3392.9599609375, + 3281.25, + 3270.85009765625, + 3345.030029296875, + 3333.89990234375, + 3196.989990234375, + 3244.780029296875, + 3363.9599609375, + 3337.75, + 3379.4599609375, + 3506.989990234375, + 3570.06005859375, + 3633.10009765625, + 3620.3701171875, + 3442.6298828125, + 3409.81005859375, + 3307.8701171875, + 3278.2900390625, + 3277.8701171875, + 3369.010009765625, + 3432.739990234375, + 3591.0400390625, + 3528.159912109375, + 3467.780029296875, + 3539.18994140625, + 3698.5400390625, + 3596.64990234375, + 3521.6201171875, + 3696.590087890625, + 3856.429931640625, + 3805.050048828125, + 3729.9599609375, + 3688.5400390625, + 3754.889892578125, + 3620.300048828125, + 3600.340087890625, + 3586.5400390625, + 3520.360107421875, + 3508.909912109375, + 3623.35009765625, + 3656.050048828125, + 3640.919921875, + 3661.18994140625, + 3900.35009765625, + 3972.669921875, + 3791.419921875, + 3566.27001953125, + 3662.97998046875, + 3509.070068359375, + 3167.760009765625, + 3280.47998046875, + 3352.18994140625, + 3383.840087890625, + 3571.1298828125, + 3542.860107421875, + 3619.280029296875, + 3649.60009765625, + 3537.010009765625, + 3545.85009765625, + 3486.280029296875, + 3426.489990234375, + 3495.699951171875, + 3533.840087890625, + 3420.0, + 3455.010009765625, + 3514.889892578125, + 3569.300048828125, + 3338.06005859375, + 3254.1298828125, + 3327.010009765625, + 3314.06005859375, + 3256.75, + 3321.739990234375, + 3355.199951171875, + 3460.56005859375, + 3588.280029296875, + 3643.719970703125, + 3638.97998046875, + 3635.580078125, + 3598.1298828125, + 3660.6201171875, + 3580.320068359375, + 3359.219970703125, + 3410.929931640625, + 3583.699951171875, + 3462.06005859375, + 3309.639892578125, + 3233.89990234375, + 3363.5, + 3462.679931640625, + 3528.239990234375, + 3351.330078125, + 3494.4599609375, + 3404.300048828125, + 3378.1201171875, + 3360.989990234375, + 3251.070068359375, + 3419.199951171875, + 3523.780029296875, + 3511.139892578125, + 3724.31005859375, + 3938.469970703125, + 3881.860107421875, + 3981.10009765625, + 3893.659912109375, + 3760.85009765625, + 3710.550048828125, + 3650.81005859375, + 3631.39990234375, + 3560.840087890625, + 3521.0400390625, + 3417.7099609375, + 3591.22998046875, + 3630.1201171875, + 3557.64990234375, + 3677.760009765625, + 3712.0400390625, + 3695.550048828125, + 3920.330078125, + 3864.449951171875, + 4014.02001953125, + 4061.81005859375, + 3955.14990234375, + 4064.14990234375, + 4053.1201171875, + 4021.639892578125, + 3750.8798828125, + 3722.429931640625, + 3619.9599609375, + 3552.320068359375, + 3661.889892578125, + 3644.0400390625, + 3558.27001953125, + 3697.1201171875, + 3633.050048828125, + 3742.639892578125, + 3540.050048828125, + 3369.780029296875, + 3428.860107421875, + 3419.68994140625, + 3366.8798828125, + 3216.10009765625, + 3205.469970703125, + 3329.9599609375, + 3231.340087890625, + 3391.969970703125, + 3427.590087890625, + 3468.010009765625, + 3519.89990234375, + 3341.2099609375, + 3541.949951171875, + 3517.97998046875, + 3588.989990234375, + 3748.669921875, + 3716.25, + 3954.969970703125, + 3850.35009765625, + 3752.639892578125, + 3646.60009765625, + 3646.320068359375, + 3487.169921875, + 3441.139892578125, + 3409.97998046875, + 3484.139892578125, + 3605.97998046875, + 3629.760009765625, + 3854.030029296875, + 3894.25, + 3944.669921875, + 4041.989990234375, + 3867.199951171875, + 3712.760009765625, + 3679.169921875, + 3618.360107421875, + 3634.610107421875, + 3590.2900390625, + 3702.93994140625, + 3740.330078125, + 3548.800048828125, + 3438.830078125, + 3549.409912109375, + 3560.699951171875, + 3440.14990234375, + 3382.010009765625, + 3408.239990234375, + 3426.4599609375, + 3430.02001953125, + 3417.7099609375, + 3414.27001953125, + 3495.050048828125, + 3538.47998046875, + 3569.719970703125, + 3651.6298828125, + 3771.22998046875, + 3670.10009765625, + 3517.02001953125, + 3486.85009765625, + 3442.570068359375, + 3400.280029296875, + 3399.1298828125, + 3415.050048828125, + 3424.68994140625, + 3434.320068359375, + 3586.7900390625, + 3395.409912109375, + 3279.27001953125, + 3303.8701171875, + 3523.080078125, + 3537.7900390625, + 3488.530029296875, + 3511.56005859375, + 3521.840087890625, + 3501.929931640625, + 3394.0, + 3394.89990234375, + 3426.159912109375, + 3554.43994140625, + 3569.260009765625, + 3660.840087890625, + 3693.8798828125, + 3709.7099609375, + 3676.989990234375, + 3533.239990234375, + 3540.199951171875, + 3343.7900390625, + 3446.909912109375, + 3506.159912109375, + 3414.679931640625, + 3574.679931640625, + 3604.35009765625, + 3779.699951171875, + 3744.56005859375, + 3711.89990234375, + 3895.659912109375, + 3974.27001953125, + 3889.85009765625, + 3937.340087890625, + 3943.75, + 4054.780029296875, + 3886.85009765625, + 3934.6298828125, + 3944.9599609375, + 3934.280029296875, + 4039.909912109375, + 4062.679931640625, + 3955.199951171875, + 4026.949951171875, + 3870.9599609375, + 3661.02001953125, + 3485.43994140625, + 3305.97998046875, + 3393.820068359375, + 3379.389892578125, + 3556.419921875, + 3556.010009765625, + 3751.75, + 3549.97998046875, + 3452.0, + 3460.070068359375, + 3349.43994140625, + 3308.85009765625, + 3464.0, + 3664.14990234375, + 3858.030029296875, + 3899.830078125, + 3863.360107421875, + 3750.5, + 3679.60009765625, + 3563.010009765625, + 3433.43994140625, + 3423.360107421875, + 3467.60009765625, + 3754.39990234375, + 3661.199951171875, + 4027.8798828125, + 4094.97998046875, + 4044.340087890625, + 4215.490234375, + 4158.75, + 4112.740234375, + 4020.18994140625, + 3971.300048828125, + 4103.0498046875, + 3873.969970703125, + 3913.9599609375, + 3877.52001953125, + 3904.580078125, + 3792.81005859375, + 3825.159912109375, + 3792.47998046875, + 3862.72998046875, + 3919.429931640625, + 3759.330078125, + 3833.739990234375, + 3783.429931640625, + 3918.889892578125, + 3790.8798828125, + 3963.030029296875, + 4034.780029296875, + 4027.219970703125, + 3961.570068359375, + 3996.4599609375, + 4063.1298828125, + 3915.02001953125, + 3984.489990234375, + 4171.009765625, + 4307.16015625, + 4215.89990234375, + 4018.340087890625, + 3886.199951171875, + 3874.469970703125, + 3709.77001953125, + 3589.6298828125, + 3770.10009765625, + 3778.85009765625, + 3793.580078125, + 3753.97998046875, + 3644.530029296875, + 3594.419921875, + 3526.47998046875, + 3449.139892578125, + 3640.56005859375, + 3675.340087890625, + 3672.239990234375, + 3685.800048828125, + 3784.2099609375, + 3724.389892578125, + 3633.5400390625, + 3645.1298828125, + 3643.800048828125, + 3656.75, + 3542.7900390625, + 3540.050048828125, + 3470.85009765625, + 3558.330078125, + 3645.780029296875, + 3745.239990234375, + 3771.47998046875, + 3834.68994140625, + 3970.4599609375, + 4161.330078125, + 4191.9599609375, + 4103.89013671875, + 4022.360107421875, + 3916.010009765625, + 3781.800048828125, + 3623.10009765625, + 3648.429931640625, + 3644.070068359375, + 3838.2900390625, + 3905.889892578125, + 3947.429931640625, + 3985.530029296875, + 3891.919921875, + 4018.719970703125, + 3713.2099609375, + 3680.699951171875, + 3693.080078125, + 3823.14990234375, + 3845.320068359375, + 3884.0400390625, + 3907.840087890625, + 3874.669921875, + 3776.590087890625, + 3860.5400390625, + 3833.929931640625, + 3649.739990234375, + 3654.010009765625, + 3715.85009765625, + 3730.02001953125, + 3629.530029296875, + 3655.580078125, + 3706.389892578125, + 3988.169921875, + 4010.070068359375, + 3998.139892578125, + 4062.5, + 3951.659912109375, + 3916.60009765625, + 3806.330078125, + 3793.1201171875, + 3651.679931640625, + 3948.199951171875, + 3968.550048828125, + 4138.22021484375, + 4020.320068359375, + 4068.590087890625, + 4153.72021484375, + 3971.010009765625, + 3896.2900390625, + 3915.4599609375, + 3869.030029296875, + 3930.949951171875, + 4011.969970703125, + 4125.759765625, + 4311.97998046875, + 4296.259765625, + 4412.7099609375, + 4462.72998046875, + 4413.91015625, + 4350.66015625, + 4376.740234375, + 4354.39013671875, + 4462.3798828125, + 4408.77978515625, + 4358.27978515625, + 4248.77978515625, + 4306.39990234375, + 4094.6298828125, + 3869.3798828125, + 3941.639892578125, + 3888.780029296875, + 3873.429931640625, + 3863.25, + 3762.739990234375, + 3764.320068359375, + 3843.93994140625, + 3676.2099609375, + 3824.2900390625, + 3793.8798828125, + 3834.22998046875, + 3744.110107421875, + 3778.89990234375, + 3988.449951171875, + 3903.050048828125, + 3819.340087890625, + 3871.360107421875, + 3947.989990234375, + 4160.39013671875, + 4035.090087890625, + 4065.14990234375, + 4104.7099609375, + 4297.490234375, + 4356.66015625, + 4216.60009765625, + 4109.740234375, + 4108.9599609375, + 4223.5498046875, + 4149.75, + 4012.969970703125, + 3927.580078125, + 3854.610107421875, + 3955.909912109375, + 3814.590087890625, + 3721.56005859375, + 3772.449951171875, + 3985.010009765625, + 4204.490234375, + 4240.5400390625, + 4373.52001953125, + 4437.97021484375, + 4367.0, + 4342.43994140625, + 4332.8701171875, + 4307.08984375, + 4165.2099609375, + 4238.080078125, + 4193.81005859375, + 4287.31005859375, + 4338.169921875, + 4169.5498046875, + 4199.6201171875, + 4075.81005859375, + 4238.1201171875, + 4021.639892578125, + 3888.77001953125, + 3894.610107421875, + 3931.3701171875, + 4098.7001953125, + 3943.550048828125, + 4029.52001953125, + 4212.7900390625, + 4309.83984375, + 4232.990234375, + 4180.81982421875, + 4125.77001953125, + 4152.4599609375, + 4241.4599609375, + 4189.330078125, + 4244.1201171875, + 4452.830078125, + 4648.669921875, + 4673.0, + 4454.33984375, + 4387.330078125, + 4338.68994140625, + 4409.990234375, + 4321.83984375, + 4144.97021484375, + 4171.75, + 4169.56005859375, + 4069.469970703125, + 3991.409912109375, + 3898.02001953125, + 3813.389892578125, + 3868.6201171875, + 3876.1201171875, + 3931.1201171875, + 3843.18994140625, + 3848.610107421875, + 3853.760009765625, + 3936.31005859375, + 4165.9599609375, + 4071.949951171875, + 4253.60986328125, + 4245.419921875, + 4403.02978515625, + 4437.60009765625, + 4444.080078125, + 4219.14013671875, + 4195.52978515625, + 4029.3798828125, + 3834.27001953125, + 3847.010009765625, + 3957.8798828125, + 4084.10009765625, + 4000.2099609375, + 4233.7998046875, + 4372.330078125, + 4341.330078125, + 4217.47998046875, + 4028.639892578125, + 4052.260009765625, + 3923.10009765625, + 3931.919921875, + 3944.9599609375, + 4091.280029296875, + 4131.5400390625, + 4073.449951171875, + 4009.7900390625, + 4247.169921875, + 4286.89013671875, + 4291.89013671875, + 4214.9599609375, + 4121.91015625, + 4259.4599609375, + 4353.4501953125, + 4265.47998046875, + 4312.1298828125, + 4318.25, + 4558.2998046875, + 4779.27978515625, + 4668.77001953125, + 4619.68017578125, + 4463.68017578125, + 4471.93017578125, + 4341.7001953125, + 4379.22998046875, + 4255.5498046875, + 4184.7900390625, + 4281.81005859375, + 4203.89990234375, + 4238.009765625, + 4171.91015625, + 4338.16015625, + 4466.4599609375, + 4598.31982421875, + 4692.72998046875, + 4794.0498046875, + 4856.10986328125, + 4679.02001953125, + 4569.35986328125, + 4550.85009765625, + 4440.47021484375, + 4323.22998046875, + 4172.18994140625, + 4017.909912109375, + 3977.389892578125 + ] + ], + "strengths": [ + [ + -1071.272216796875, + -562.3358154296875, + -282.932373046875, + -193.81591796875, + -103.080810546875, + -185.17822265625, + -122.072021484375, + -78.860107421875, + -25.1201171875, + -125.260009765625, + -97.570068359375, + -52.5400390625, + 154.1298828125, + 129.419921875, + 203.7900390625, + 280.239990234375, + 324.5, + 430.699951171875, + 411.030029296875, + 331.93994140625, + 229.419921875, + 256.800048828125, + 232.68994140625, + 260.10986328125, + 269.260009765625, + 323.919921875, + 462.909912109375, + 462.429931640625, + 477.14990234375, + 542.300048828125, + 670.68994140625, + 708.889892578125, + 613.849853515625, + 576.4599609375, + 442.68994140625, + 598.679931640625, + 622.179931640625, + 433.889892578125, + 360.2099609375, + 428.919921875, + 348.9599609375, + 470.489990234375, + 420.14990234375, + 300.06005859375, + 391.60986328125, + 355.8798828125, + 448.0, + 405.7099609375, + 325.119873046875, + 407.010009765625, + 489.89990234375, + 671.969970703125, + 687.9599609375, + 726.419921875, + 796.179931640625, + 841.219970703125, + 964.0, + 962.68994140625, + 956.7099609375, + 817.10986328125, + 762.449951171875, + 896.58984375, + 863.0400390625, + 805.599853515625, + 851.550048828125, + 903.199951171875, + 915.139892578125, + 828.599853515625, + 636.419921875, + 525.909912109375, + 566.079833984375, + 667.489990234375, + 552.550048828125, + 489.489990234375, + 505.969970703125, + 584.010009765625, + 781.919921875, + 799.800048828125, + 750.97998046875, + 639.97998046875, + 631.050048828125, + 652.219970703125, + 754.18994140625, + 604.93994140625, + 752.72998046875, + 678.550048828125, + 711.5, + 884.68994140625, + 841.77001953125, + 905.349853515625, + 932.949951171875, + 906.449951171875, + 909.08984375, + 963.800048828125, + 993.329833984375, + 823.919921875, + 800.47998046875, + 647.659912109375, + 617.849853515625, + 577.75, + 478.280029296875, + 595.300048828125, + 511.139892578125, + 560.010009765625, + 521.429931640625, + 613.389892578125, + 664.070068359375, + 750.81005859375, + 657.9599609375, + 876.030029296875, + 896.849853515625, + 962.77001953125, + 1011.60986328125, + 873.85986328125, + 693.56005859375, + 784.159912109375, + 694.320068359375, + 726.699951171875, + 830.119873046875, + 815.2900390625, + 885.869873046875, + 867.949951171875, + 805.5400390625, + 785.43994140625, + 767.56005859375, + 630.72998046875, + 566.579833984375, + 653.31005859375, + 662.409912109375, + 613.780029296875, + 517.919921875, + 416.43994140625, + 500.43994140625, + 439.510009765625, + 450.300048828125, + 406.409912109375, + 545.679931640625, + 614.9599609375, + 747.070068359375, + 715.22998046875, + 791.010009765625, + 721.0400390625, + 737.419921875, + 598.050048828125, + 441.75, + 408.64990234375, + 254.06005859375, + 242.849853515625, + 194.949951171875, + 305.5400390625, + 450.429931640625, + 505.579833984375, + 627.02001953125, + 764.139892578125, + 776.349853515625, + 829.239990234375, + 789.2099609375, + 786.0, + 835.83984375, + 731.429931640625, + 582.949951171875, + 494.639892578125, + 463.89990234375, + 563.030029296875, + 510.5400390625, + 483.8798828125, + 448.9599609375, + 468.89990234375, + 507.409912109375, + 438.550048828125, + 295.409912109375, + 290.52001953125, + 545.83984375, + 680.60986328125, + 662.0, + 639.869873046875, + 712.52001953125, + 713.820068359375, + 566.25, + 495.159912109375, + 358.079833984375, + 596.33984375, + 520.8798828125, + 715.989990234375, + 745.780029296875, + 862.169921875, + 881.8798828125, + 932.27001953125, + 884.97998046875, + 1033.199951171875, + 1096.06005859375, + 1121.329833984375, + 1158.52001953125, + 1176.679931640625, + 1306.429931640625, + 1273.64990234375, + 1117.969970703125, + 1170.14990234375, + 1145.639892578125, + 1121.5400390625, + 1167.469970703125, + 1065.14990234375, + 918.329833984375, + 1013.280029296875, + 808.14990234375, + 782.169921875, + 673.030029296875, + 640.550048828125, + 549.81005859375, + 606.320068359375, + 580.97998046875, + 513.1298828125, + 480.7900390625, + 501.639892578125, + 672.4599609375, + 753.39990234375, + 795.619873046875, + 885.579833984375, + 858.56005859375, + 815.60986328125, + 904.949951171875, + 847.1298828125, + 873.68994140625, + 780.969970703125, + 815.43994140625, + 899.800048828125, + 972.27001953125, + 1020.550048828125, + 1008.0, + 977.780029296875, + 929.889892578125, + 1013.869873046875, + 870.489990234375, + 804.050048828125, + 637.159912109375, + 603.0400390625, + 836.93994140625, + 894.8798828125, + 865.760009765625, + 926.179931640625, + 1070.300048828125, + 1023.099853515625, + 1101.119873046875, + 691.050048828125, + 655.6298828125, + 608.18994140625, + 595.579833984375, + 649.0, + 693.219970703125, + 795.43994140625, + 897.010009765625, + 978.10986328125, + 975.619873046875, + 1117.5400390625, + 1117.6298828125, + 997.169921875, + 935.070068359375, + 1047.08984375, + 1206.8798828125, + 1252.2900390625, + 1072.909912109375, + 1144.030029296875, + 1291.989990234375, + 1415.849853515625, + 1381.139892578125, + 1203.409912109375, + 1250.5, + 1392.099853515625, + 1330.679931640625, + 1210.08984375, + 1097.989990234375, + 996.35986328125, + 1053.699951171875, + 973.739990234375, + 855.6298828125, + 872.18994140625, + 962.579833984375, + 994.159912109375, + 1086.079833984375, + 1070.22998046875, + 1068.079833984375, + 1027.780029296875, + 907.47998046875, + 968.39990234375, + 858.429931640625, + 820.06005859375, + 801.18994140625, + 700.119873046875, + 893.35986328125, + 996.64990234375, + 847.669921875, + 906.699951171875, + 827.699951171875, + 853.89990234375, + 854.179931640625, + 839.030029296875, + 749.969970703125, + 696.570068359375, + 699.780029296875, + 662.599853515625, + 554.619873046875, + 317.6298828125, + 308.64990234375, + 363.989990234375, + 405.169921875, + 565.139892578125, + 782.08984375, + 885.8798828125, + 892.7900390625, + 1052.10986328125, + 1121.81005859375, + 1134.5, + 1064.949951171875, + 876.800048828125, + 861.659912109375, + 720.010009765625, + 718.85986328125, + 678.5400390625, + 739.77001953125, + 796.510009765625, + 747.510009765625, + 954.639892578125, + 1011.010009765625, + 1077.169921875, + 1070.800048828125, + 942.1298828125, + 1050.159912109375, + 1091.43994140625, + 1119.699951171875, + 1146.909912109375, + 1399.10986328125, + 1347.800048828125, + 1388.929931640625, + 1447.6298828125, + 1411.829833984375, + 1426.780029296875, + 1306.639892578125, + 1200.530029296875, + 1257.35986328125, + 1220.159912109375, + 1317.3798828125, + 1175.030029296875, + 1173.280029296875, + 1151.5400390625, + 1060.849853515625, + 1082.329833984375, + 1176.619873046875, + 1129.469970703125, + 1133.780029296875, + 1237.5400390625, + 1340.169921875, + 1284.5400390625, + 1119.280029296875, + 1163.5, + 1137.389892578125, + 1224.02001953125, + 1150.530029296875, + 1176.550048828125, + 1182.68994140625, + 1204.389892578125, + 1084.33984375, + 877.530029296875, + 834.139892578125, + 545.47998046875, + 534.119873046875, + 585.489990234375, + 652.320068359375, + 718.35986328125, + 676.409912109375, + 712.18994140625, + 800.409912109375, + 825.169921875, + 763.919921875, + 761.849853515625, + 803.83984375, + 963.22998046875, + 997.369873046875, + 1017.030029296875, + 1021.300048828125, + 1025.829833984375, + 822.18994140625, + 804.97998046875, + 813.58984375, + 811.829833984375, + 701.800048828125, + 715.0400390625, + 822.119873046875, + 822.070068359375, + 803.60986328125, + 702.669921875, + 806.909912109375, + 893.510009765625, + 734.349853515625, + 721.35986328125, + 765.349853515625, + 899.369873046875, + 941.77001953125, + 944.619873046875, + 914.909912109375, + 867.579833984375, + 937.18994140625, + 739.929931640625, + 580.93994140625, + 778.699951171875, + 798.179931640625, + 867.570068359375, + 732.669921875, + 827.72998046875, + 728.169921875, + 487.14990234375, + 432.08984375, + 459.139892578125, + 478.81005859375, + 676.489990234375, + 678.9599609375, + 739.72998046875, + 938.6298828125, + 981.949951171875, + 1055.5400390625, + 1055.079833984375, + 1082.08984375, + 1095.489990234375, + 1175.919921875, + 1038.369873046875, + 853.52001953125, + 897.25, + 787.85986328125, + 799.550048828125, + 721.679931640625, + 727.239990234375, + 906.849853515625, + 944.81005859375, + 843.06005859375, + 936.22998046875, + 929.010009765625, + 992.579833984375, + 857.829833984375, + 855.530029296875, + 747.4599609375, + 501.89990234375, + 562.18994140625, + 507.5, + 591.099853515625, + 507.849853515625, + 638.39990234375, + 630.409912109375, + 676.469970703125, + 739.659912109375, + 875.02001953125, + 925.08984375, + 913.579833984375, + 984.52001953125, + 887.64990234375, + 891.159912109375, + 973.780029296875, + 968.550048828125, + 1114.419921875, + 1252.159912109375, + 1313.300048828125, + 1262.7900390625, + 1184.820068359375, + 1171.619873046875, + 1160.760009765625, + 1002.0400390625, + 944.800048828125, + 1018.7099609375, + 1086.280029296875, + 1116.179931640625, + 1136.760009765625, + 1218.35986328125, + 1292.47998046875, + 1354.77001953125, + 1291.419921875, + 1302.829833984375, + 1456.989990234375, + 1441.1298828125, + 1350.89990234375, + 1376.219970703125, + 1343.0400390625, + 1128.81005859375, + 1041.969970703125, + 1154.429931640625, + 1245.52001953125, + 1132.5, + 945.27001953125, + 974.93994140625, + 1038.31005859375, + 834.760009765625, + 835.780029296875, + 978.829833984375, + 974.8798828125, + 1074.93994140625, + 964.5, + 1056.510009765625, + 1101.10986328125, + 1093.389892578125, + 1132.22998046875, + 1169.7900390625, + 1251.18994140625, + 1340.530029296875, + 1270.280029296875, + 1286.530029296875, + 1332.10986328125, + 1302.2900390625, + 1293.3798828125, + 1248.550048828125, + 1287.409912109375, + 1399.169921875, + 1406.760009765625, + 1495.39990234375, + 1696.60986328125, + 1701.409912109375, + 1611.929931640625, + 1560.179931640625, + 1370.4599609375, + 1567.489990234375, + 1260.77001953125, + 1175.47998046875, + 1165.119873046875, + 1233.099853515625, + 1293.280029296875, + 1111.030029296875, + 1199.52001953125, + 1320.550048828125, + 1375.7900390625, + 1544.800048828125, + 1548.93994140625, + 1500.419921875, + 1408.260009765625, + 1455.389892578125, + 1381.329833984375, + 1235.139892578125, + 1181.409912109375, + 1252.389892578125, + 1277.429931640625, + 1146.6298828125, + 1050.889892578125, + 1170.389892578125, + 1298.93994140625, + 1227.949951171875, + 1230.719970703125, + 1134.25, + 1242.079833984375, + 1182.719970703125, + 1050.199951171875, + 889.93994140625, + 1085.06005859375, + 1129.739990234375, + 1060.530029296875, + 1028.909912109375, + 1077.820068359375, + 1053.0400390625, + 1088.329833984375, + 1011.43994140625, + 1125.89990234375, + 1085.929931640625, + 945.550048828125, + 971.119873046875, + 929.35986328125, + 1032.849853515625, + 1037.989990234375, + 964.800048828125, + 1026.719970703125, + 1124.829833984375, + 1043.699951171875, + 932.389892578125, + 1018.010009765625, + 1243.43994140625, + 1257.56005859375, + 1261.909912109375, + 1329.83984375, + 1330.099853515625, + 1329.4599609375, + 1203.409912109375, + 1371.39990234375, + 1352.929931640625, + 1198.93994140625, + 1258.429931640625, + 1047.22998046875, + 1041.739990234375, + 1009.81005859375, + 1077.619873046875, + 1210.5, + 1351.780029296875, + 1308.320068359375, + 1375.949951171875, + 1339.58984375, + 1292.10986328125, + 1260.949951171875, + 1223.909912109375, + 1383.869873046875, + 1331.829833984375, + 1328.85986328125, + 1387.18994140625, + 1369.39990234375, + 1390.7900390625, + 1242.320068359375, + 1230.6298828125, + 1316.0, + 1331.349853515625, + 1212.909912109375, + 1310.419921875, + 1344.989990234375, + 1466.179931640625, + 1321.239990234375, + 1316.570068359375, + 1365.739990234375, + 1429.9599609375, + 1376.419921875, + 1257.2900390625, + 1276.300048828125, + 1319.780029296875, + 1264.93994140625, + 1298.7900390625, + 1347.7099609375, + 1530.989990234375, + 1528.1298828125, + 1521.719970703125, + 1514.35986328125, + 1317.739990234375, + 1272.679931640625, + 1194.4599609375, + 1187.780029296875, + 1331.43994140625, + 1327.58984375, + 1358.820068359375, + 1342.8798828125, + 1105.75, + 1017.60986328125, + 879.47998046875, + 872.780029296875, + 1000.7900390625, + 1049.93994140625, + 1236.8798828125, + 1173.0400390625, + 1280.56005859375, + 1374.39990234375, + 1347.919921875, + 1289.349853515625, + 1333.010009765625, + 1268.909912109375, + 1250.919921875, + 1274.2099609375, + 1136.06005859375, + 1246.0, + 1255.389892578125, + 1339.18994140625, + 1417.349853515625, + 1277.33984375, + 1371.889892578125, + 1423.27001953125, + 1382.820068359375, + 1502.349853515625, + 1598.570068359375, + 1591.659912109375, + 1626.570068359375, + 1482.219970703125, + 1517.5, + 1385.58984375, + 1283.33984375, + 1325.739990234375, + 1198.530029296875, + 1230.429931640625, + 1154.369873046875, + 1158.719970703125, + 1029.7099609375, + 1106.93994140625, + 1077.39990234375, + 1070.18994140625, + 977.329833984375, + 1043.599853515625, + 1109.4599609375, + 1128.719970703125, + 1189.889892578125, + 1339.43994140625, + 1397.83984375, + 1401.06005859375, + 1312.780029296875, + 1189.35986328125, + 1165.469970703125, + 1122.489990234375, + 1183.219970703125, + 1249.35986328125, + 1283.679931640625, + 1377.6298828125, + 1330.780029296875, + 1284.7900390625, + 1082.2099609375, + 1024.619873046875, + 1140.739990234375, + 1171.739990234375, + 1280.18994140625, + 1299.83984375, + 1395.550048828125, + 1472.75, + 1333.47998046875, + 1237.099853515625, + 1255.010009765625, + 1256.7099609375, + 1285.659912109375, + 1328.33984375, + 1405.85986328125, + 1424.329833984375, + 1448.18994140625, + 1421.030029296875, + 1106.030029296875, + 1148.4599609375, + 988.239990234375, + 976.75, + 960.820068359375, + 1087.010009765625, + 1164.010009765625, + 1057.329833984375, + 1293.409912109375, + 1233.050048828125, + 1297.739990234375, + 1267.83984375, + 1389.969970703125, + 1277.219970703125, + 1003.829833984375, + 1071.77001953125, + 1002.079833984375, + 970.949951171875, + 929.320068359375, + 1038.969970703125, + 1333.4599609375, + 1455.25, + 1541.64990234375, + 1521.969970703125, + 1638.199951171875, + 1479.56005859375, + 1339.39990234375, + 1369.39990234375, + 1373.869873046875, + 1268.08984375, + 1283.7099609375, + 1308.869873046875, + 1343.300048828125, + 1335.760009765625, + 1247.869873046875, + 1368.52001953125, + 1283.2099609375, + 1231.780029296875, + 1123.329833984375, + 1235.079833984375, + 1305.6298828125, + 1221.75, + 1307.599853515625, + 1381.25, + 1476.4599609375, + 1281.349853515625, + 1301.47998046875, + 1191.77001953125, + 1276.719970703125, + 1234.52001953125, + 1248.199951171875, + 1162.260009765625, + 1258.489990234375, + 1280.429931640625, + 1223.419921875, + 1321.35986328125, + 1302.579833984375, + 1469.429931640625, + 1330.89990234375, + 1247.639892578125, + 1393.070068359375, + 1303.27001953125, + 1438.739990234375, + 1472.070068359375, + 1400.14990234375, + 1383.800048828125, + 1218.02001953125, + 1512.219970703125, + 1497.22998046875, + 1513.099853515625, + 1503.550048828125, + 1563.06005859375, + 1684.739990234375, + 1372.449951171875, + 1347.389892578125, + 1285.010009765625, + 1337.77001953125, + 1262.820068359375, + 1467.570068359375, + 1658.800048828125, + 1677.139892578125, + 1730.219970703125, + 1624.179931640625, + 1683.3798828125, + 1560.719970703125, + 1455.820068359375, + 1358.75, + 1403.010009765625, + 1409.25, + 1409.14990234375, + 1163.31005859375, + 1164.8798828125, + 1157.389892578125, + 1273.280029296875, + 1299.469970703125, + 1195.530029296875, + 1351.099853515625, + 1471.72998046875, + 1453.320068359375, + 1257.0, + 1290.419921875, + 1347.419921875, + 1279.2099609375, + 1337.0, + 1530.719970703125, + 1670.4599609375, + 1659.579833984375, + 1583.699951171875, + 1770.829833984375, + 1666.280029296875, + 1332.58984375, + 1360.570068359375, + 1297.35986328125, + 1285.679931640625, + 1500.489990234375, + 1449.599853515625, + 1537.489990234375, + 1549.419921875, + 1503.949951171875, + 1449.60986328125, + 1118.179931640625, + 1028.260009765625, + 1134.9599609375, + 1206.449951171875, + 1426.64990234375, + 1358.199951171875, + 1403.409912109375, + 1563.820068359375, + 1558.669921875, + 1509.75, + 1411.169921875, + 1378.199951171875, + 1418.579833984375, + 1409.7099609375, + 1517.08984375, + 1406.39990234375, + 1631.169921875, + 1643.780029296875, + 1535.260009765625, + 1357.39990234375, + 1335.179931640625, + 1449.14990234375, + 1190.119873046875, + 1218.72998046875, + 1323.300048828125, + 1599.820068359375, + 1643.599853515625, + 1578.22998046875, + 1586.429931640625, + 1632.1298828125, + 1383.800048828125, + 1417.099853515625, + 1389.39990234375, + 1333.68994140625, + 1423.9599609375, + 1406.8798828125, + 1589.33984375, + 1420.97998046875, + 1272.22998046875, + 1302.579833984375, + 1263.0400390625, + 1155.070068359375, + 1245.909912109375, + 1417.83984375, + 1291.070068359375, + 1309.169921875, + 1336.419921875, + 1508.85986328125, + 1424.10986328125, + 1632.159912109375, + 1654.64990234375, + 1827.599853515625, + 1767.119873046875, + 1652.889892578125, + 1773.7099609375, + 1581.77001953125, + 1593.93994140625, + 1565.85986328125, + 1508.579833984375, + 1628.25, + 1380.2900390625, + 1365.02001953125, + 1395.260009765625, + 1441.35986328125, + 1545.800048828125, + 1511.77001953125, + 1451.9599609375, + 1453.159912109375, + 1227.780029296875, + 1287.760009765625, + 1277.14990234375, + 1288.099853515625, + 1339.949951171875, + 1451.56005859375, + 1451.099853515625, + 1439.159912109375, + 1260.820068359375, + 1342.849853515625, + 1238.300048828125, + 1214.10986328125, + 944.550048828125, + 878.869873046875, + 733.010009765625, + 810.97998046875, + 735.280029296875, + 838.889892578125, + 961.8798828125, + 1178.619873046875, + 1227.869873046875, + 1444.0, + 1489.64990234375, + 1505.419921875, + 1456.08984375, + 1226.579833984375, + 1322.909912109375, + 1137.31005859375, + 1214.5, + 1279.669921875, + 1299.919921875, + 1384.27001953125, + 1307.909912109375, + 1467.219970703125, + 1306.33984375, + 1335.72998046875, + 1429.7099609375, + 1381.869873046875, + 1289.72998046875, + 1246.7099609375, + 1383.7099609375, + 1426.760009765625, + 1208.22998046875, + 1302.35986328125, + 1332.739990234375, + 1372.81005859375, + 1285.83984375, + 1276.08984375, + 1394.1298828125, + 1435.989990234375, + 1504.5400390625, + 1589.7900390625, + 1527.329833984375, + 1391.969970703125, + 1288.219970703125, + 1344.260009765625, + 1325.869873046875, + 1363.6298828125, + 1481.47998046875, + 1661.179931640625, + 1618.25, + 1579.989990234375, + 1597.599853515625, + 1455.079833984375, + 1534.169921875, + 1543.93994140625, + 1671.25, + 1564.469970703125, + 1547.7099609375, + 1723.85986328125, + 1516.10986328125, + 1379.469970703125, + 1276.159912109375, + 1360.429931640625, + 1538.679931640625, + 1385.579833984375, + 1517.169921875, + 1639.3798828125, + 1612.97998046875, + 1639.579833984375, + 1485.599853515625, + 1654.570068359375, + 1782.7900390625, + 1758.889892578125, + 1815.909912109375, + 1765.489990234375, + 1776.300048828125, + 1691.780029296875, + 1595.89990234375, + 1632.6298828125, + 1508.760009765625, + 1542.64990234375, + 1683.599853515625, + 1690.81005859375, + 1529.06005859375, + 1459.599853515625, + 1453.5400390625, + 1586.1298828125, + 1393.530029296875, + 1363.25, + 1546.969970703125, + 1675.64990234375, + 1741.97998046875, + 1666.52001953125, + 1734.050048828125, + 1758.919921875, + 1740.6298828125 + ], + [ + -581.550048828125, + -170.102783203125, + -158.800048828125, + -175.901123046875, + -146.953369140625, + -94.12158203125, + -2.800048828125, + -27.967529296875, + 113.530029296875, + 90.3798828125, + 48.869873046875, + 98.639892578125, + 148.199951171875, + 145.43994140625, + 109.77001953125, + 93.199951171875, + 116.239990234375, + 200.989990234375, + 191.0400390625, + 142.08984375, + 154.64990234375, + 217.81005859375, + 286.139892578125, + 296.469970703125, + 260.83984375, + 276.169921875, + 325.699951171875, + 348.43994140625, + 378.1298828125, + 397.9599609375, + 399.7099609375, + 483.320068359375, + 515.239990234375, + 574.639892578125, + 671.93994140625, + 766.159912109375, + 876.280029296875, + 859.5400390625, + 827.829833984375, + 744.469970703125, + 672.7900390625, + 628.099853515625, + 394.68994140625, + 461.159912109375, + 437.349853515625, + 482.139892578125, + 505.409912109375, + 504.97998046875, + 554.25, + 592.83984375, + 649.469970703125, + 683.659912109375, + 723.419921875, + 882.739990234375, + 909.989990234375, + 909.030029296875, + 941.679931640625, + 863.449951171875, + 1001.669921875, + 956.699951171875, + 656.409912109375, + 542.5, + 476.530029296875, + 660.669921875, + 756.119873046875, + 871.0400390625, + 857.5400390625, + 885.93994140625, + 951.7900390625, + 1224.409912109375, + 1265.139892578125, + 1430.31005859375, + 1367.179931640625, + 1343.35986328125, + 1312.800048828125, + 1265.030029296875, + 1356.3798828125, + 1272.06005859375, + 1170.89990234375, + 989.389892578125, + 960.829833984375, + 923.33984375, + 961.18994140625, + 884.909912109375, + 737.64990234375, + 725.85986328125, + 915.679931640625, + 858.60986328125, + 759.169921875, + 953.3798828125, + 852.679931640625, + 895.56005859375, + 854.4599609375, + 846.9599609375, + 794.33984375, + 744.58984375, + 564.169921875, + 642.27001953125, + 510.219970703125, + 467.83984375, + 413.760009765625, + 476.389892578125, + 536.449951171875, + 620.85986328125, + 876.619873046875, + 952.5, + 969.5, + 974.820068359375, + 999.469970703125, + 934.68994140625, + 929.02001953125, + 982.56005859375, + 797.159912109375, + 821.33984375, + 877.77001953125, + 1014.56005859375, + 1056.81005859375, + 1058.919921875, + 894.329833984375, + 732.58984375, + 673.08984375, + 571.659912109375, + 495.2900390625, + 477.119873046875, + 347.570068359375, + 427.5400390625, + 329.969970703125, + 280.719970703125, + 330.2900390625, + 394.570068359375, + 335.639892578125, + 449.719970703125, + 494.31005859375, + 586.919921875, + 636.010009765625, + 587.58984375, + 590.5400390625, + 586.239990234375, + 503.6298828125, + 400.43994140625, + 431.7099609375, + 410.550048828125, + 466.72998046875, + 495.919921875, + 515.699951171875, + 850.280029296875, + 766.72998046875, + 788.579833984375, + 697.869873046875, + 792.5400390625, + 910.800048828125, + 830.52001953125, + 797.33984375, + 977.550048828125, + 1025.889892578125, + 1215.139892578125, + 1381.929931640625, + 1368.1298828125, + 1370.199951171875, + 1411.81005859375, + 1341.3798828125, + 1223.489990234375, + 1323.47998046875, + 1178.159912109375, + 1299.2099609375, + 1267.5400390625, + 1332.60986328125, + 1292.119873046875, + 1213.56005859375, + 1334.5, + 1367.449951171875, + 1528.68994140625, + 1262.300048828125, + 1336.58984375, + 1206.75, + 1290.18994140625, + 1284.780029296875, + 1060.1298828125, + 1009.829833984375, + 1203.39990234375, + 1248.599853515625, + 1366.659912109375, + 1426.739990234375, + 1404.47998046875, + 1475.389892578125, + 1557.449951171875, + 1578.079833984375, + 1392.099853515625, + 1204.47998046875, + 1037.389892578125, + 901.349853515625, + 929.669921875, + 865.679931640625, + 778.219970703125, + 845.349853515625, + 932.260009765625, + 1042.829833984375, + 1157.820068359375, + 1231.599853515625, + 1305.43994140625, + 1249.010009765625, + 1315.349853515625, + 1223.969970703125, + 1175.909912109375, + 1207.409912109375, + 1314.199951171875, + 1195.75, + 1082.639892578125, + 1195.0400390625, + 1211.320068359375, + 1119.929931640625, + 1105.1298828125, + 1226.239990234375, + 1234.239990234375, + 1132.300048828125, + 1128.119873046875, + 976.639892578125, + 991.75, + 988.83984375, + 855.6298828125, + 783.83984375, + 983.530029296875, + 845.2099609375, + 1062.7900390625, + 1154.75, + 1179.0400390625, + 1294.409912109375, + 1264.39990234375, + 1369.08984375, + 1259.31005859375, + 1033.35986328125, + 921.52001953125, + 856.9599609375, + 761.35986328125, + 625.139892578125, + 589.18994140625, + 578.43994140625, + 666.329833984375, + 541.4599609375, + 627.619873046875, + 621.659912109375, + 670.22998046875, + 658.419921875, + 694.219970703125, + 901.60986328125, + 1045.199951171875, + 1145.64990234375, + 1254.159912109375, + 1215.639892578125, + 1290.06005859375, + 1436.449951171875, + 1359.5, + 1251.31005859375, + 950.60986328125, + 871.260009765625, + 776.3798828125, + 793.639892578125, + 658.619873046875, + 599.579833984375, + 665.919921875, + 901.800048828125, + 1150.419921875, + 1293.219970703125, + 1308.510009765625, + 1217.52001953125, + 1388.75, + 1342.85986328125, + 1063.389892578125, + 793.89990234375, + 631.889892578125, + 639.429931640625, + 687.1298828125, + 612.349853515625, + 583.239990234375, + 660.27001953125, + 713.5400390625, + 774.3798828125, + 735.93994140625, + 801.489990234375, + 895.9599609375, + 916.08984375, + 1030.079833984375, + 869.02001953125, + 1111.97998046875, + 1131.579833984375, + 1079.579833984375, + 1087.659912109375, + 1158.18994140625, + 1233.929931640625, + 1409.780029296875, + 1341.89990234375, + 1385.9599609375, + 1309.119873046875, + 1155.179931640625, + 1074.030029296875, + 965.10986328125, + 818.22998046875, + 727.75, + 697.97998046875, + 685.280029296875, + 658.969970703125, + 699.47998046875, + 645.52001953125, + 673.929931640625, + 819.389892578125, + 941.85986328125, + 1039.389892578125, + 917.9599609375, + 761.469970703125, + 853.0400390625, + 739.139892578125, + 613.9599609375, + 490.22998046875, + 398.719970703125, + 782.419921875, + 880.119873046875, + 884.349853515625, + 837.329833984375, + 808.14990234375, + 747.949951171875, + 409.4599609375, + 368.409912109375, + 226.429931640625, + 366.7900390625, + 475.469970703125, + 539.64990234375, + 544.550048828125, + 486.60986328125, + 610.329833984375, + 501.33984375, + 512.4599609375, + 669.550048828125, + 697.219970703125, + 850.780029296875, + 805.1298828125, + 922.02001953125, + 1067.47998046875, + 1053.4599609375, + 1028.1298828125, + 904.369873046875, + 786.699951171875, + 720.239990234375, + 727.35986328125, + 511.369873046875, + 535.719970703125, + 497.719970703125, + 599.0400390625, + 588.10986328125, + 538.409912109375, + 605.780029296875, + 773.10986328125, + 809.33984375, + 727.369873046875, + 882.52001953125, + 1044.179931640625, + 1093.679931640625, + 940.050048828125, + 894.969970703125, + 961.579833984375, + 756.14990234375, + 566.369873046875, + 473.10986328125, + 381.179931640625, + 426.3798828125, + 377.8798828125, + 491.719970703125, + 522.10986328125, + 505.989990234375, + 491.81005859375, + 470.0, + 510.659912109375, + 718.320068359375, + 831.300048828125, + 868.659912109375, + 917.099853515625, + 904.89990234375, + 813.489990234375, + 627.530029296875, + 458.070068359375, + 583.64990234375, + 624.25, + 616.4599609375, + 517.300048828125, + 654.320068359375, + 718.18994140625, + 608.2900390625, + 547.579833984375, + 551.18994140625, + 596.079833984375, + 455.68994140625, + 450.6298828125, + 518.679931640625, + 641.119873046875, + 765.27001953125, + 682.64990234375, + 758.989990234375, + 809.260009765625, + 743.97998046875, + 817.070068359375, + 781.449951171875, + 777.800048828125, + 708.719970703125, + 729.079833984375, + 644.639892578125, + 509.949951171875, + 748.39990234375, + 733.599853515625, + 751.260009765625, + 881.18994140625, + 859.2099609375, + 875.739990234375, + 677.369873046875, + 728.409912109375, + 768.669921875, + 778.050048828125, + 832.27001953125, + 982.699951171875, + 1051.93994140625, + 1165.669921875, + 1149.800048828125, + 1080.449951171875, + 1125.72998046875, + 1046.949951171875, + 1223.829833984375, + 1064.429931640625, + 1005.35986328125, + 1090.97998046875, + 1198.31005859375, + 1301.179931640625, + 1188.64990234375, + 1076.25, + 1107.08984375, + 1154.3798828125, + 1188.320068359375, + 1190.489990234375, + 1124.869873046875, + 1205.820068359375, + 1275.969970703125, + 1183.929931640625, + 1148.83984375, + 1057.68994140625, + 1035.760009765625, + 1146.760009765625, + 1174.219970703125, + 1062.18994140625, + 1035.619873046875, + 1045.68994140625, + 1019.869873046875, + 962.389892578125, + 933.08984375, + 1091.43994140625, + 1025.169921875, + 1147.139892578125, + 1181.530029296875, + 1155.5, + 1095.06005859375, + 1034.97998046875, + 1054.08984375, + 1021.47998046875, + 862.919921875, + 951.56005859375, + 1035.6298828125, + 1119.889892578125, + 968.409912109375, + 1025.679931640625, + 954.300048828125, + 1051.43994140625, + 1103.179931640625, + 1144.02001953125, + 1357.219970703125, + 1299.239990234375, + 1422.429931640625, + 1267.81005859375, + 1166.169921875, + 1106.83984375, + 1009.599853515625, + 1082.619873046875, + 1025.47998046875, + 1019.0400390625, + 1135.85986328125, + 1140.869873046875, + 1102.5400390625, + 1115.72998046875, + 1070.800048828125, + 1074.989990234375, + 1078.10986328125, + 1148.93994140625, + 1205.39990234375, + 1107.929931640625, + 1100.679931640625, + 1093.849853515625, + 960.099853515625, + 932.070068359375, + 810.320068359375, + 936.599853515625, + 1030.739990234375, + 1021.619873046875, + 964.179931640625, + 931.169921875, + 787.58984375, + 725.849853515625, + 752.08984375, + 712.22998046875, + 567.550048828125, + 643.449951171875, + 620.14990234375, + 717.849853515625, + 801.260009765625, + 872.820068359375, + 1040.0400390625, + 1129.389892578125, + 1301.08984375, + 1118.869873046875, + 1082.81005859375, + 1118.719970703125, + 1044.06005859375, + 1075.419921875, + 1034.679931640625, + 1107.320068359375, + 1189.81005859375, + 1106.639892578125, + 1273.889892578125, + 1336.510009765625, + 1291.169921875, + 1161.1298828125, + 1152.169921875, + 1293.489990234375, + 1299.27001953125, + 1169.419921875, + 973.68994140625, + 1012.47998046875, + 1072.93994140625, + 911.93994140625, + 854.829833984375, + 737.449951171875, + 898.179931640625, + 960.239990234375, + 740.58984375, + 765.14990234375, + 791.579833984375, + 796.5400390625, + 714.409912109375, + 746.800048828125, + 864.77001953125, + 945.530029296875, + 965.679931640625, + 1116.75, + 1117.760009765625, + 1098.929931640625, + 1212.409912109375, + 1230.010009765625, + 1358.199951171875, + 1272.39990234375, + 1190.56005859375, + 1137.64990234375, + 1200.06005859375, + 1222.35986328125, + 1122.300048828125, + 1026.489990234375, + 1226.669921875, + 1069.909912109375, + 1113.3798828125, + 991.869873046875, + 1011.530029296875, + 1048.39990234375, + 1134.550048828125, + 1195.97998046875, + 1157.639892578125, + 1302.4599609375, + 1218.14990234375, + 1236.2900390625, + 995.77001953125, + 1004.8798828125, + 943.669921875, + 935.139892578125, + 1080.7099609375, + 1060.780029296875, + 1096.929931640625, + 1230.429931640625, + 1351.89990234375, + 1421.39990234375, + 1248.829833984375, + 1178.719970703125, + 1248.050048828125, + 1001.169921875, + 952.489990234375, + 1087.820068359375, + 1039.929931640625, + 917.530029296875, + 936.280029296875, + 1169.419921875, + 1071.179931640625, + 875.31005859375, + 991.60986328125, + 1179.760009765625, + 1372.18994140625, + 1201.5400390625, + 1281.820068359375, + 1390.300048828125, + 1398.35986328125, + 1286.06005859375, + 1241.369873046875, + 1206.329833984375, + 1184.22998046875, + 1112.10986328125, + 1024.5, + 1104.39990234375, + 1151.369873046875, + 1217.14990234375, + 1284.8798828125, + 1350.52001953125, + 1442.969970703125, + 1475.93994140625, + 1508.760009765625, + 1337.329833984375, + 1385.579833984375, + 1435.050048828125, + 1527.300048828125, + 1380.849853515625, + 1353.8798828125, + 1595.469970703125, + 1708.530029296875, + 1622.800048828125, + 1395.829833984375, + 1388.300048828125, + 1396.849853515625, + 1264.349853515625, + 1118.239990234375, + 1033.25, + 1084.0400390625, + 1227.429931640625, + 1199.64990234375, + 1275.64990234375, + 1099.469970703125, + 1072.929931640625, + 1187.760009765625, + 1090.5, + 1044.079833984375, + 1226.06005859375, + 1234.33984375, + 1275.969970703125, + 1190.2900390625, + 1114.099853515625, + 1254.010009765625, + 1310.31005859375, + 1232.849853515625, + 1409.099853515625, + 1505.699951171875, + 1455.989990234375, + 1415.81005859375, + 1478.169921875, + 1529.909912109375, + 1504.239990234375, + 1342.679931640625, + 1357.7900390625, + 1382.489990234375, + 1321.39990234375, + 1210.619873046875, + 1107.919921875, + 1355.550048828125, + 1209.419921875, + 1213.4599609375, + 1289.169921875, + 1314.97998046875, + 1176.83984375, + 1074.639892578125, + 1225.260009765625, + 1157.619873046875, + 1144.889892578125, + 1054.72998046875, + 1167.1298828125, + 1185.739990234375, + 1208.0, + 1295.889892578125, + 1299.050048828125, + 1347.39990234375, + 1275.0, + 1188.639892578125, + 1285.119873046875, + 1392.31005859375, + 1163.820068359375, + 1128.889892578125, + 1139.469970703125, + 1140.85986328125, + 987.469970703125, + 914.919921875, + 1049.39990234375, + 1035.239990234375, + 1088.679931640625, + 1198.639892578125, + 1410.169921875, + 1453.60986328125, + 1272.68994140625, + 1362.260009765625, + 1474.10986328125, + 1440.83984375, + 1438.079833984375, + 1494.8798828125, + 1439.159912109375, + 1548.33984375, + 1455.489990234375, + 1505.909912109375, + 1456.72998046875, + 1453.570068359375, + 1462.1298828125, + 1524.199951171875, + 1519.639892578125, + 1517.2099609375, + 1412.919921875, + 1347.4599609375, + 1374.679931640625, + 1315.0400390625, + 1398.739990234375, + 1477.14990234375, + 1489.81005859375, + 1347.9599609375, + 1267.43994140625, + 1264.070068359375, + 1132.2900390625, + 930.469970703125, + 952.06005859375, + 1037.9599609375, + 993.68994140625, + 948.969970703125, + 940.60986328125, + 1107.849853515625, + 1046.909912109375, + 1151.39990234375, + 1215.570068359375, + 1396.929931640625, + 1411.75, + 1460.8798828125, + 1396.429931640625, + 1369.219970703125, + 1373.429931640625, + 1302.39990234375, + 1213.419921875, + 1223.329833984375, + 1260.2900390625, + 1231.93994140625, + 1210.579833984375, + 1229.449951171875, + 1080.010009765625, + 1060.070068359375, + 1142.659912109375, + 1181.800048828125, + 1276.10986328125, + 1260.18994140625, + 1283.849853515625, + 1360.27001953125, + 1411.7900390625, + 1589.4599609375, + 1460.97998046875, + 1512.47998046875, + 1698.60986328125, + 1520.119873046875, + 1433.969970703125, + 1303.570068359375, + 1289.52001953125, + 1539.099853515625, + 1406.669921875, + 1727.599853515625, + 1768.489990234375, + 1716.93994140625, + 1776.579833984375, + 1541.179931640625, + 1409.47998046875, + 1323.2099609375, + 1354.489990234375, + 1302.050048828125, + 1200.35986328125, + 1276.33984375, + 1465.31005859375, + 1390.18994140625, + 1092.239990234375, + 1246.9599609375, + 1273.9599609375, + 1257.010009765625, + 1208.050048828125, + 1211.1298828125, + 1148.4599609375, + 1174.699951171875, + 1239.780029296875, + 1212.9599609375, + 1247.27001953125, + 1250.570068359375, + 1573.369873046875, + 1451.1298828125, + 1437.52001953125, + 1483.7099609375, + 1239.169921875, + 1303.889892578125, + 1225.349853515625, + 1118.429931640625, + 1060.050048828125, + 1211.099853515625, + 1332.83984375, + 1411.3798828125, + 1515.869873046875, + 1553.68994140625, + 1723.10986328125, + 1678.010009765625, + 1642.280029296875, + 1690.179931640625, + 1509.699951171875, + 1590.389892578125, + 1559.739990234375, + 1484.829833984375, + 1288.010009765625, + 1327.989990234375, + 1317.58984375, + 1016.449951171875, + 965.530029296875, + 1100.619873046875, + 1206.949951171875, + 1183.739990234375, + 1103.079833984375, + 1216.159912109375, + 1296.47998046875, + 1315.079833984375, + 1314.64990234375, + 1370.260009765625, + 1455.619873046875, + 1435.2900390625, + 1437.27001953125, + 1438.97998046875, + 1483.300048828125, + 1359.909912109375, + 1345.18994140625, + 1450.56005859375, + 1564.419921875, + 1452.320068359375, + 1445.97998046875, + 1497.599853515625, + 1426.469970703125, + 1509.10986328125, + 1501.829833984375, + 1499.39990234375, + 1455.989990234375, + 1331.469970703125, + 1538.2099609375, + 1354.079833984375, + 1455.9599609375, + 1479.239990234375, + 1553.3798828125, + 1593.199951171875, + 1366.510009765625, + 1370.2900390625, + 1267.159912109375, + 1251.60986328125, + 1355.47998046875, + 1159.43994140625, + 1034.010009765625, + 1115.969970703125, + 1321.619873046875, + 1382.570068359375, + 1340.780029296875, + 1450.320068359375, + 1574.409912109375, + 1582.06005859375, + 1449.119873046875, + 1366.18994140625, + 1280.85986328125, + 1332.179931640625, + 1343.969970703125, + 1324.989990234375, + 1395.530029296875, + 1338.2099609375, + 1470.929931640625, + 1349.929931640625, + 1392.7900390625, + 1453.35986328125, + 1307.780029296875, + 1410.949951171875, + 1287.02001953125, + 1565.56005859375, + 1658.18994140625, + 1580.68994140625, + 1646.31005859375, + 1547.18994140625, + 1661.52001953125, + 1809.159912109375, + 1621.659912109375, + 1450.550048828125, + 1590.869873046875, + 1466.39990234375, + 1416.820068359375, + 1448.25, + 1526.739990234375, + 1541.25, + 1510.219970703125, + 1527.2900390625, + 1568.22998046875, + 1397.409912109375, + 1256.570068359375, + 1309.829833984375, + 1221.760009765625, + 1323.0400390625, + 1423.349853515625, + 1509.469970703125, + 1447.869873046875, + 1473.35986328125, + 1443.5, + 1459.47998046875, + 1349.4599609375, + 1311.7099609375, + 1360.219970703125, + 1325.83984375, + 1253.760009765625, + 1213.68994140625, + 1295.409912109375, + 1211.389892578125, + 1028.719970703125, + 1289.739990234375, + 1432.829833984375, + 1415.469970703125, + 1540.449951171875, + 1844.499755859375, + 2003.809814453125, + 1976.570068359375, + 2016.519775390625, + 2018.150146484375, + 2013.229736328125, + 1824.289794921875, + 1725.68994140625, + 1588.199951171875, + 1641.64990234375, + 1413.93994140625, + 1314.2099609375, + 1315.35986328125, + 1212.969970703125, + 1261.0400390625, + 1259.85986328125, + 1246.389892578125, + 1332.5400390625, + 1422.429931640625, + 1619.849853515625, + 1798.300048828125, + 1686.760009765625, + 1739.570068359375, + 1778.619873046875, + 1688.2900390625, + 1671.699951171875, + 1621.0400390625, + 1626.829833984375, + 1659.2099609375, + 1586.369873046875, + 1472.119873046875, + 1430.22998046875, + 1490.329833984375, + 1411.829833984375, + 1313.8798828125, + 1356.2900390625, + 1299.409912109375, + 1333.889892578125, + 1128.719970703125, + 1148.669921875, + 1261.1298828125, + 1174.64990234375, + 1271.159912109375, + 1340.5400390625, + 1435.429931640625, + 1372.760009765625, + 1453.5, + 1425.889892578125, + 1417.0400390625, + 1439.7099609375, + 1366.969970703125, + 1402.849853515625, + 1512.929931640625, + 1415.25, + 1287.489990234375, + 1188.9599609375, + 1334.7900390625, + 1381.409912109375, + 1361.22998046875, + 1493.56005859375, + 1531.239990234375, + 1485.39990234375, + 1396.5400390625, + 1287.260009765625, + 1201.349853515625, + 1171.10986328125, + 1340.889892578125, + 1478.56005859375, + 1539.33984375, + 1578.56005859375, + 1553.64990234375, + 1576.1298828125, + 1399.31005859375, + 1390.510009765625, + 1371.33984375, + 1432.599853515625, + 1569.419921875, + 1553.4599609375, + 1646.9599609375, + 1854.010009765625, + 1860.440185546875, + 1954.659912109375, + 1915.909912109375 + ], + [ + -1120.800048828125, + -274.4500732421875, + -150.7265625, + -203.237548828125, + -139.925048828125, + -87.170166015625, + 50.2197265625, + 62.3798828125, + 81.510009765625, + 236.22998046875, + 212.58984375, + 215.280029296875, + 140.699951171875, + -20.330078125, + -51.630126953125, + -33.570068359375, + -176.989990234375, + -122.820068359375, + -135.550048828125, + 75.9599609375, + 113.8798828125, + 133.47998046875, + 288.300048828125, + 297.010009765625, + 372.919921875, + 397.409912109375, + 403.889892578125, + 431.119873046875, + 571.929931640625, + 561.85986328125, + 408.820068359375, + 478.030029296875, + 408.739990234375, + 381.75, + 266.969970703125, + 186.719970703125, + 173.0, + 280.25, + 445.260009765625, + 408.510009765625, + 423.679931640625, + 441.919921875, + 440.06005859375, + 412.7900390625, + 378.77001953125, + 302.3798828125, + 289.719970703125, + 335.329833984375, + 387.659912109375, + 380.35986328125, + 470.5400390625, + 543.599853515625, + 557.419921875, + 617.369873046875, + 639.1298828125, + 699.83984375, + 742.8798828125, + 845.679931640625, + 707.2900390625, + 668.050048828125, + 645.27001953125, + 596.85986328125, + 529.81005859375, + 383.72998046875, + 319.530029296875, + 315.079833984375, + 362.47998046875, + 412.93994140625, + 499.0, + 497.5, + 550.070068359375, + 680.139892578125, + 801.14990234375, + 658.64990234375, + 716.169921875, + 683.010009765625, + 672.5, + 789.10986328125, + 744.02001953125, + 648.329833984375, + 626.659912109375, + 662.050048828125, + 582.419921875, + 661.929931640625, + 630.7099609375, + 471.159912109375, + 455.199951171875, + 457.579833984375, + 384.27001953125, + 463.83984375, + 507.4599609375, + 634.570068359375, + 671.300048828125, + 847.800048828125, + 701.389892578125, + 753.3798828125, + 906.510009765625, + 813.409912109375, + 593.949951171875, + 622.7900390625, + 647.5, + 721.18994140625, + 832.0, + 889.050048828125, + 980.889892578125, + 1061.199951171875, + 1084.969970703125, + 1028.070068359375, + 1080.14990234375, + 1039.469970703125, + 913.389892578125, + 954.530029296875, + 856.199951171875, + 814.10986328125, + 780.8798828125, + 761.869873046875, + 818.1298828125, + 765.18994140625, + 1046.369873046875, + 1055.829833984375, + 1156.260009765625, + 1131.969970703125, + 1120.0, + 1123.989990234375, + 1217.050048828125, + 1407.739990234375, + 1163.320068359375, + 1071.820068359375, + 1033.659912109375, + 1015.64990234375, + 1006.4599609375, + 1010.320068359375, + 1010.739990234375, + 794.81005859375, + 857.530029296875, + 837.169921875, + 923.599853515625, + 1029.919921875, + 974.719970703125, + 948.760009765625, + 1002.93994140625, + 987.25, + 994.2900390625, + 938.08984375, + 894.72998046875, + 880.929931640625, + 695.2099609375, + 582.280029296875, + 544.280029296875, + 540.2099609375, + 574.77001953125, + 613.760009765625, + 672.389892578125, + 884.820068359375, + 801.31005859375, + 812.869873046875, + 859.969970703125, + 809.280029296875, + 674.570068359375, + 612.300048828125, + 595.429931640625, + 622.510009765625, + 705.679931640625, + 723.050048828125, + 792.719970703125, + 949.570068359375, + 902.97998046875, + 789.320068359375, + 902.93994140625, + 976.869873046875, + 1086.570068359375, + 942.949951171875, + 880.85986328125, + 842.849853515625, + 894.43994140625, + 868.909912109375, + 803.820068359375, + 921.679931640625, + 906.2099609375, + 854.7900390625, + 896.33984375, + 955.93994140625, + 929.93994140625, + 916.349853515625, + 697.079833984375, + 792.369873046875, + 812.47998046875, + 811.72998046875, + 649.4599609375, + 620.7900390625, + 640.159912109375, + 703.409912109375, + 799.429931640625, + 701.06005859375, + 687.659912109375, + 933.6298828125, + 986.030029296875, + 998.429931640625, + 947.079833984375, + 844.429931640625, + 935.119873046875, + 914.050048828125, + 831.989990234375, + 831.219970703125, + 756.7099609375, + 983.219970703125, + 1022.159912109375, + 909.969970703125, + 1027.06005859375, + 1011.43994140625, + 881.93994140625, + 859.409912109375, + 800.050048828125, + 705.1298828125, + 808.4599609375, + 608.489990234375, + 852.429931640625, + 884.239990234375, + 873.27001953125, + 987.929931640625, + 891.85986328125, + 785.889892578125, + 933.079833984375, + 853.43994140625, + 875.0, + 847.72998046875, + 919.18994140625, + 1071.199951171875, + 1007.1298828125, + 910.64990234375, + 931.550048828125, + 1032.909912109375, + 863.969970703125, + 853.159912109375, + 812.099853515625, + 819.260009765625, + 880.64990234375, + 966.33984375, + 983.369873046875, + 1099.349853515625, + 1106.27001953125, + 1101.969970703125, + 1222.409912109375, + 1059.219970703125, + 914.329833984375, + 1068.9599609375, + 1110.570068359375, + 1082.68994140625, + 1017.070068359375, + 1062.300048828125, + 1249.10986328125, + 1161.699951171875, + 1033.52001953125, + 1030.06005859375, + 1207.27001953125, + 1262.22998046875, + 1262.419921875, + 1259.08984375, + 1283.280029296875, + 1460.93994140625, + 1473.659912109375, + 1275.5400390625, + 1134.35986328125, + 1105.58984375, + 1060.079833984375, + 972.280029296875, + 991.08984375, + 935.4599609375, + 948.7099609375, + 1011.699951171875, + 1020.909912109375, + 982.159912109375, + 1054.030029296875, + 1040.079833984375, + 968.08984375, + 1115.25, + 1213.989990234375, + 1258.02001953125, + 1319.139892578125, + 1253.989990234375, + 1230.849853515625, + 1366.43994140625, + 1268.719970703125, + 1254.719970703125, + 1084.169921875, + 1009.2099609375, + 925.849853515625, + 1017.97998046875, + 946.510009765625, + 913.739990234375, + 891.119873046875, + 929.2900390625, + 930.929931640625, + 946.919921875, + 1052.27001953125, + 932.550048828125, + 969.579833984375, + 1043.81005859375, + 977.800048828125, + 979.77001953125, + 983.77001953125, + 1013.2900390625, + 1094.33984375, + 1115.070068359375, + 1026.070068359375, + 998.75, + 1221.25, + 1072.25, + 886.800048828125, + 782.419921875, + 763.60986328125, + 966.35986328125, + 972.8798828125, + 1014.550048828125, + 1195.97998046875, + 1350.530029296875, + 1545.550048828125, + 1716.719970703125, + 1654.639892578125, + 1556.25, + 1382.2099609375, + 1320.599853515625, + 1296.2900390625, + 1102.89990234375, + 1135.10986328125, + 1147.89990234375, + 1203.60986328125, + 1161.619873046875, + 1131.919921875, + 1220.239990234375, + 1238.89990234375, + 1247.14990234375, + 1330.659912109375, + 1269.869873046875, + 1458.079833984375, + 1267.829833984375, + 1268.58984375, + 1483.300048828125, + 1461.169921875, + 1481.83984375, + 1330.469970703125, + 1235.429931640625, + 1323.869873046875, + 1202.389892578125, + 1186.909912109375, + 1121.429931640625, + 1250.030029296875, + 1447.869873046875, + 1554.6298828125, + 1525.39990234375, + 1517.75, + 1539.10986328125, + 1477.909912109375, + 1429.989990234375, + 1313.949951171875, + 1298.969970703125, + 1219.639892578125, + 1075.219970703125, + 1093.8798828125, + 1106.6298828125, + 1128.33984375, + 1215.2900390625, + 1377.550048828125, + 1401.0400390625, + 1444.0, + 1535.070068359375, + 1621.08984375, + 1642.320068359375, + 1468.81005859375, + 1167.530029296875, + 1154.419921875, + 909.760009765625, + 808.760009765625, + 862.300048828125, + 855.010009765625, + 907.570068359375, + 922.260009765625, + 968.010009765625, + 1045.5, + 1038.52001953125, + 1125.659912109375, + 1063.169921875, + 1164.93994140625, + 1100.10986328125, + 998.050048828125, + 1092.139892578125, + 931.25, + 947.579833984375, + 818.9599609375, + 852.169921875, + 824.070068359375, + 752.579833984375, + 725.179931640625, + 696.18994140625, + 751.030029296875, + 929.969970703125, + 1079.280029296875, + 1134.159912109375, + 1148.06005859375, + 1137.389892578125, + 1247.070068359375, + 1227.829833984375, + 1172.68994140625, + 992.669921875, + 951.22998046875, + 1021.159912109375, + 961.83984375, + 878.08984375, + 801.7099609375, + 893.079833984375, + 1121.6298828125, + 1341.969970703125, + 1426.550048828125, + 1442.75, + 1355.619873046875, + 1344.449951171875, + 1220.52001953125, + 1144.6298828125, + 1027.22998046875, + 1118.989990234375, + 1084.1298828125, + 1146.969970703125, + 1167.3798828125, + 1093.85986328125, + 1017.989990234375, + 1082.179931640625, + 1127.530029296875, + 1207.260009765625, + 1236.22998046875, + 1099.949951171875, + 1192.320068359375, + 1213.579833984375, + 1086.909912109375, + 975.199951171875, + 964.800048828125, + 1038.97998046875, + 1027.849853515625, + 890.93994140625, + 938.72998046875, + 1057.909912109375, + 1031.699951171875, + 1073.409912109375, + 1200.93994140625, + 1264.010009765625, + 1327.050048828125, + 1314.320068359375, + 1136.579833984375, + 1103.760009765625, + 1001.820068359375, + 972.239990234375, + 971.820068359375, + 1062.9599609375, + 1126.68994140625, + 1284.989990234375, + 1222.10986328125, + 1161.72998046875, + 1233.139892578125, + 1392.489990234375, + 1290.599853515625, + 1215.570068359375, + 1390.5400390625, + 1550.3798828125, + 1499.0, + 1423.909912109375, + 1382.489990234375, + 1448.83984375, + 1314.25, + 1294.2900390625, + 1280.489990234375, + 1214.31005859375, + 1202.85986328125, + 1317.300048828125, + 1350.0, + 1334.869873046875, + 1355.139892578125, + 1594.300048828125, + 1666.619873046875, + 1485.369873046875, + 1260.219970703125, + 1356.929931640625, + 1203.02001953125, + 861.7099609375, + 974.429931640625, + 1046.139892578125, + 1077.7900390625, + 1265.079833984375, + 1236.81005859375, + 1313.22998046875, + 1343.550048828125, + 1230.9599609375, + 1239.800048828125, + 1180.22998046875, + 1120.43994140625, + 1189.64990234375, + 1227.7900390625, + 1113.949951171875, + 1148.9599609375, + 1208.83984375, + 1263.25, + 1032.010009765625, + 948.079833984375, + 1020.9599609375, + 1008.010009765625, + 950.699951171875, + 1015.68994140625, + 1049.14990234375, + 1154.510009765625, + 1282.22998046875, + 1337.669921875, + 1332.929931640625, + 1329.530029296875, + 1292.079833984375, + 1354.570068359375, + 1274.27001953125, + 1053.169921875, + 1104.8798828125, + 1277.64990234375, + 1156.010009765625, + 1003.58984375, + 927.849853515625, + 1057.449951171875, + 1156.6298828125, + 1222.18994140625, + 1045.280029296875, + 1188.409912109375, + 1098.25, + 1072.070068359375, + 1054.93994140625, + 945.02001953125, + 1113.14990234375, + 1217.72998046875, + 1205.08984375, + 1418.260009765625, + 1632.419921875, + 1575.81005859375, + 1675.050048828125, + 1587.60986328125, + 1454.800048828125, + 1404.5, + 1344.760009765625, + 1325.349853515625, + 1254.7900390625, + 1214.989990234375, + 1111.659912109375, + 1285.179931640625, + 1324.070068359375, + 1251.599853515625, + 1371.7099609375, + 1405.989990234375, + 1389.5, + 1614.280029296875, + 1558.39990234375, + 1707.969970703125, + 1755.760009765625, + 1649.099853515625, + 1758.099853515625, + 1747.070068359375, + 1715.58984375, + 1444.829833984375, + 1416.3798828125, + 1313.909912109375, + 1246.27001953125, + 1355.83984375, + 1337.989990234375, + 1252.219970703125, + 1391.070068359375, + 1327.0, + 1436.58984375, + 1234.0, + 1063.72998046875, + 1122.81005859375, + 1113.639892578125, + 1060.829833984375, + 910.050048828125, + 899.419921875, + 1023.909912109375, + 925.2900390625, + 1085.919921875, + 1121.5400390625, + 1161.9599609375, + 1213.849853515625, + 1035.159912109375, + 1235.89990234375, + 1211.929931640625, + 1282.93994140625, + 1442.619873046875, + 1410.199951171875, + 1648.919921875, + 1544.300048828125, + 1446.58984375, + 1340.550048828125, + 1340.27001953125, + 1181.119873046875, + 1135.08984375, + 1103.929931640625, + 1178.08984375, + 1299.929931640625, + 1323.7099609375, + 1547.97998046875, + 1588.199951171875, + 1638.619873046875, + 1735.93994140625, + 1561.14990234375, + 1406.7099609375, + 1373.119873046875, + 1312.31005859375, + 1328.56005859375, + 1284.239990234375, + 1396.889892578125, + 1434.280029296875, + 1242.75, + 1132.780029296875, + 1243.35986328125, + 1254.64990234375, + 1134.099853515625, + 1075.9599609375, + 1102.18994140625, + 1120.409912109375, + 1123.969970703125, + 1111.659912109375, + 1108.219970703125, + 1189.0, + 1232.429931640625, + 1263.669921875, + 1345.579833984375, + 1465.179931640625, + 1364.050048828125, + 1210.969970703125, + 1180.800048828125, + 1136.52001953125, + 1094.22998046875, + 1093.079833984375, + 1109.0, + 1118.639892578125, + 1128.27001953125, + 1280.739990234375, + 1089.35986328125, + 973.219970703125, + 997.820068359375, + 1217.030029296875, + 1231.739990234375, + 1182.47998046875, + 1205.510009765625, + 1215.7900390625, + 1195.8798828125, + 1087.949951171875, + 1088.849853515625, + 1120.10986328125, + 1248.389892578125, + 1263.2099609375, + 1354.7900390625, + 1387.829833984375, + 1403.659912109375, + 1370.93994140625, + 1227.18994140625, + 1234.14990234375, + 1037.739990234375, + 1140.85986328125, + 1200.10986328125, + 1108.6298828125, + 1268.6298828125, + 1298.300048828125, + 1473.64990234375, + 1438.510009765625, + 1405.849853515625, + 1589.60986328125, + 1668.219970703125, + 1583.800048828125, + 1631.2900390625, + 1637.699951171875, + 1748.72998046875, + 1580.800048828125, + 1628.579833984375, + 1638.909912109375, + 1628.22998046875, + 1733.85986328125, + 1756.6298828125, + 1649.14990234375, + 1720.89990234375, + 1564.909912109375, + 1354.969970703125, + 1179.389892578125, + 999.929931640625, + 1087.77001953125, + 1073.33984375, + 1250.369873046875, + 1249.9599609375, + 1445.699951171875, + 1243.929931640625, + 1145.949951171875, + 1154.02001953125, + 1043.389892578125, + 1002.800048828125, + 1157.949951171875, + 1358.099853515625, + 1551.97998046875, + 1593.780029296875, + 1557.31005859375, + 1444.449951171875, + 1373.550048828125, + 1256.9599609375, + 1127.389892578125, + 1117.31005859375, + 1161.550048828125, + 1448.349853515625, + 1355.14990234375, + 1721.829833984375, + 1788.929931640625, + 1738.2900390625, + 1909.440185546875, + 1852.699951171875, + 1806.690185546875, + 1714.139892578125, + 1665.25, + 1796.999755859375, + 1567.919921875, + 1607.909912109375, + 1571.469970703125, + 1598.530029296875, + 1486.760009765625, + 1519.10986328125, + 1486.429931640625, + 1556.679931640625, + 1613.3798828125, + 1453.280029296875, + 1527.68994140625, + 1477.3798828125, + 1612.83984375, + 1484.829833984375, + 1656.97998046875, + 1728.72998046875, + 1721.169921875, + 1655.52001953125, + 1690.409912109375, + 1757.079833984375, + 1608.969970703125, + 1678.43994140625, + 1864.959716796875, + 2001.110107421875, + 1909.849853515625, + 1712.2900390625, + 1580.14990234375, + 1568.419921875, + 1403.719970703125, + 1283.579833984375, + 1464.050048828125, + 1472.800048828125, + 1487.530029296875, + 1447.929931640625, + 1338.47998046875, + 1288.369873046875, + 1220.429931640625, + 1143.08984375, + 1334.510009765625, + 1369.2900390625, + 1366.18994140625, + 1379.75, + 1478.159912109375, + 1418.33984375, + 1327.489990234375, + 1339.079833984375, + 1337.75, + 1350.699951171875, + 1236.739990234375, + 1234.0, + 1164.800048828125, + 1252.280029296875, + 1339.72998046875, + 1439.18994140625, + 1465.429931640625, + 1528.639892578125, + 1664.409912109375, + 1855.280029296875, + 1885.909912109375, + 1797.840087890625, + 1716.31005859375, + 1609.9599609375, + 1475.75, + 1317.050048828125, + 1342.3798828125, + 1338.02001953125, + 1532.239990234375, + 1599.83984375, + 1641.3798828125, + 1679.47998046875, + 1585.869873046875, + 1712.669921875, + 1407.159912109375, + 1374.64990234375, + 1387.030029296875, + 1517.099853515625, + 1539.27001953125, + 1577.989990234375, + 1601.7900390625, + 1568.619873046875, + 1470.5400390625, + 1554.489990234375, + 1527.8798828125, + 1343.68994140625, + 1347.9599609375, + 1409.800048828125, + 1423.969970703125, + 1323.47998046875, + 1349.530029296875, + 1400.33984375, + 1682.119873046875, + 1704.02001953125, + 1692.08984375, + 1756.449951171875, + 1645.60986328125, + 1610.550048828125, + 1500.280029296875, + 1487.070068359375, + 1345.6298828125, + 1642.14990234375, + 1662.5, + 1832.170166015625, + 1714.27001953125, + 1762.5400390625, + 1847.670166015625, + 1664.9599609375, + 1590.239990234375, + 1609.409912109375, + 1562.97998046875, + 1624.89990234375, + 1705.919921875, + 1819.709716796875, + 2005.929931640625, + 1990.209716796875, + 2106.659912109375, + 2156.679931640625, + 2107.860107421875, + 2044.610107421875, + 2070.690185546875, + 2048.340087890625, + 2156.329833984375, + 2102.729736328125, + 2052.229736328125, + 1942.729736328125, + 2000.349853515625, + 1788.579833984375, + 1563.329833984375, + 1635.58984375, + 1582.72998046875, + 1567.3798828125, + 1557.199951171875, + 1456.68994140625, + 1458.27001953125, + 1537.889892578125, + 1370.159912109375, + 1518.239990234375, + 1487.829833984375, + 1528.179931640625, + 1438.06005859375, + 1472.849853515625, + 1682.39990234375, + 1597.0, + 1513.2900390625, + 1565.31005859375, + 1641.93994140625, + 1854.340087890625, + 1729.0400390625, + 1759.099853515625, + 1798.659912109375, + 1991.440185546875, + 2050.610107421875, + 1910.550048828125, + 1803.690185546875, + 1802.909912109375, + 1917.499755859375, + 1843.699951171875, + 1706.919921875, + 1621.530029296875, + 1548.56005859375, + 1649.85986328125, + 1508.5400390625, + 1415.510009765625, + 1466.39990234375, + 1678.9599609375, + 1898.440185546875, + 1934.489990234375, + 2067.469970703125, + 2131.920166015625, + 2060.949951171875, + 2036.389892578125, + 2026.820068359375, + 2001.039794921875, + 1859.159912109375, + 1932.030029296875, + 1887.760009765625, + 1981.260009765625, + 2032.119873046875, + 1863.499755859375, + 1893.570068359375, + 1769.760009765625, + 1932.070068359375, + 1715.58984375, + 1582.719970703125, + 1588.56005859375, + 1625.320068359375, + 1792.650146484375, + 1637.5, + 1723.469970703125, + 1906.739990234375, + 2003.789794921875, + 1926.940185546875, + 1874.769775390625, + 1819.719970703125, + 1846.409912109375, + 1935.409912109375, + 1883.280029296875, + 1938.070068359375, + 2146.780029296875, + 2342.619873046875, + 2366.949951171875, + 2148.289794921875, + 2081.280029296875, + 2032.639892578125, + 2103.940185546875, + 2015.789794921875, + 1838.920166015625, + 1865.699951171875, + 1863.510009765625, + 1763.419921875, + 1685.35986328125, + 1591.969970703125, + 1507.33984375, + 1562.570068359375, + 1570.070068359375, + 1625.070068359375, + 1537.139892578125, + 1542.56005859375, + 1547.7099609375, + 1630.260009765625, + 1859.909912109375, + 1765.89990234375, + 1947.559814453125, + 1939.369873046875, + 2096.979736328125, + 2131.550048828125, + 2138.030029296875, + 1913.090087890625, + 1889.479736328125, + 1723.329833984375, + 1528.219970703125, + 1540.9599609375, + 1651.829833984375, + 1778.050048828125, + 1694.159912109375, + 1927.749755859375, + 2066.280029296875, + 2035.280029296875, + 1911.429931640625, + 1722.58984375, + 1746.2099609375, + 1617.050048828125, + 1625.869873046875, + 1638.909912109375, + 1785.22998046875, + 1825.489990234375, + 1767.39990234375, + 1703.739990234375, + 1941.119873046875, + 1980.840087890625, + 1985.840087890625, + 1908.909912109375, + 1815.860107421875, + 1953.409912109375, + 2047.400146484375, + 1959.429931640625, + 2006.079833984375, + 2012.199951171875, + 2252.249755859375, + 2473.229736328125, + 2362.719970703125, + 2313.630126953125, + 2157.630126953125, + 2165.880126953125, + 2035.650146484375, + 2073.179931640625, + 1949.499755859375, + 1878.739990234375, + 1975.760009765625, + 1897.849853515625, + 1931.959716796875, + 1865.860107421875, + 2032.110107421875, + 2160.409912109375, + 2292.269775390625, + 2386.679931640625, + 2487.999755859375, + 2550.059814453125, + 2372.969970703125, + 2263.309814453125, + 2244.800048828125, + 2134.420166015625, + 2017.179931640625, + 1866.139892578125, + 1711.85986328125, + 1671.33984375 + ] + ], + "sample_efficiencies": [ + [ + 9.999999747378752e-05, + 8.278853056253865e-05, + 7.548763096565381e-05, + 7.085082324920222e-05, + 6.848267366876826e-05, + 6.448236672440544e-05, + 6.20514401816763e-05, + 6.054824552848004e-05, + 6.00750936428085e-05, + 5.779416096629575e-05, + 5.612533641397022e-05, + 5.5259490181924775e-05, + 5.792947195004672e-05, + 6.044154361006804e-05, + 6.498367292806506e-05, + 7.27022415958345e-05, + 8.469536260236055e-05, + 0.00010944417590508237, + 0.00015376241935882717, + 0.00023161375429481268, + 0.00036016013473272324, + 0.0009769159369170666, + -0.0016974154859781265, + -0.00041352337575517595, + -0.0002304226072737947, + -0.00014951486082281917, + -9.888286149362102e-05, + -7.345530320890248e-05, + -5.777657133876346e-05, + -4.628044553101063e-05, + -3.69363151548896e-05, + -3.0273438824224286e-05, + -2.6080873794853687e-05, + -2.301259883097373e-05, + -2.106998181261588e-05, + -1.8871449356083758e-05, + -1.698517553450074e-05, + -1.585782774782274e-05, + -1.5018944395706058e-05, + -1.4117867067398038e-05, + -1.3452856364892796e-05, + -1.2639451597351581e-05, + -1.1983046533714514e-05, + -1.155003974417923e-05, + -1.1024906598322559e-05, + -1.0582872164377477e-05, + -1.0068680239783134e-05, + -9.639221389079466e-06, + -9.317546755482908e-06, + -8.940352017816622e-06, + -8.519911716575734e-06, + -7.995209671207704e-06, + -7.5117482083442155e-06, + -7.051799002510961e-06, + -6.598652362299617e-06, + -6.169260814203881e-06, + -5.730014891014434e-06, + -5.3390031098388135e-06, + -4.990494289813796e-06, + -4.720219749287935e-06, + -4.488093054533238e-06, + -4.237002485751873e-06, + -4.0150612221623305e-06, + -3.823482529696776e-06, + -3.6356254895508755e-06, + -3.4510792374931043e-06, + -3.2779005323391175e-06, + -3.1319177651312202e-06, + -3.026239028258715e-06, + -2.9429081678244984e-06, + -2.8570245831360808e-06, + -2.760456936812261e-06, + -2.684131231944775e-06, + -2.6191328288405202e-06, + -2.554405682531069e-06, + -2.4826078970363596e-06, + -2.390962890785886e-06, + -2.3021098058961798e-06, + -2.222866896772757e-06, + -2.1583568923233543e-06, + -2.0973291157133644e-06, + -2.0367938304843847e-06, + -1.9697956759046065e-06, + -1.9182591586286435e-06, + -1.8567108099887264e-06, + -1.8035300399787957e-06, + -1.7499847899671295e-06, + -1.6863423297763802e-06, + -1.6286019217659486e-06, + -1.5693614159317804e-06, + -1.5112029814190464e-06, + -1.457322127862426e-06, + -1.4057213775231503e-06, + -1.3535047855839366e-06, + -1.3021887070863158e-06, + -1.261446868738858e-06, + -1.223376330017345e-06, + -1.193626530948677e-06, + -1.1661009011731949e-06, + -1.141093207479571e-06, + -1.120917545449629e-06, + -1.0964459988827002e-06, + -1.0759786164271645e-06, + -1.0541148185438942e-06, + -1.034265551425051e-06, + -1.0115159057022538e-06, + -9.875777777779149e-07, + -9.613312386136386e-07, + -9.390163313582889e-07, + -9.102452622755663e-07, + -8.818323067316669e-07, + -8.524399959242146e-07, + -8.227227681345539e-07, + -7.979716087902489e-07, + -7.789215601405886e-07, + -7.579961902592913e-07, + -7.399909236482927e-07, + -7.21655283086875e-07, + -7.013144909251423e-07, + -6.819346367592516e-07, + -6.615176175728266e-07, + -6.421313401006046e-07, + -6.246676207410928e-07, + -6.081144761083124e-07, + -5.92376011354645e-07, + -5.79761945118662e-07, + -5.686756594514009e-07, + -5.561703915191174e-07, + -5.437817094389175e-07, + -5.325574647940812e-07, + -5.232765261098393e-07, + -5.159430429557688e-07, + -5.072795943306119e-07, + -4.998015015189594e-07, + -4.922653715766501e-07, + -4.85571604258439e-07, + -4.767370285208017e-07, + -4.669764166465029e-07, + -4.553812402718904e-07, + -4.44538272859063e-07, + -4.3282963702040433e-07, + -4.2240756670253177e-07, + -4.1199029965355294e-07, + -4.0371918430537335e-07, + -3.977149845013628e-07, + -3.922429812064365e-07, + -3.888833646215062e-07, + -3.8570536275983613e-07, + -3.8317870121318265e-07, + -3.792596885432431e-07, + -3.735594589215907e-07, + -3.672617765460018e-07, + -3.5958973398919625e-07, + -3.50432912910037e-07, + -3.4133671533709276e-07, + -3.318426422538323e-07, + -3.23012955050217e-07, + -3.1441396686204826e-07, + -3.0547556661986164e-07, + -2.9782387400700827e-07, + -2.918402515206253e-07, + -2.868449371362658e-07, + -2.8222910941622104e-07, + -2.7671325142364367e-07, + -2.7179086714568257e-07, + -2.671951335742051e-07, + -2.6299156274944835e-07, + -2.586626521861035e-07, + -2.5404625603187014e-07, + -2.501127767118305e-07, + -2.4749459726081113e-07, + -2.4494616468473396e-07, + -2.402195491413295e-07, + -2.3442503049864172e-07, + -2.2889001627390826e-07, + -2.2363323637364374e-07, + -2.178839935140786e-07, + -2.1223074497811467e-07, + -2.0782212573067227e-07, + -2.0402356426529877e-07, + -2.013110673715346e-07, + -1.9685465701968496e-07, + -1.9302068210436119e-07, + -1.8783559596613486e-07, + -1.8253322764394397e-07, + -1.7652301664838888e-07, + -1.705026448917124e-07, + -1.6427333093815832e-07, + -1.5848488033043395e-07, + -1.5187491442247847e-07, + -1.450288209525752e-07, + -1.3819500566114584e-07, + -1.3130863862897968e-07, + -1.2448886366200895e-07, + -1.1711420455640109e-07, + -1.1011623968215645e-07, + -1.041261796785875e-07, + -9.800547928762171e-08, + -9.215570173637389e-08, + -8.656207484136758e-08, + -8.087475578122394e-08, + -7.580334937529187e-08, + -7.152052461378844e-08, + -6.688905074270224e-08, + -6.326519752519744e-08, + -5.981752337902435e-08, + -5.689802407005118e-08, + -5.4160263829317046e-08, + -5.184247697798128e-08, + -4.932062580564889e-08, + -4.6936953879139764e-08, + -4.4858602166186756e-08, + -4.293458033544084e-08, + -4.0950940416450976e-08, + -3.83271618886738e-08, + -3.543214077694756e-08, + -3.242390178570531e-08, + -2.9132287693300896e-08, + -2.5996477859280276e-08, + -2.3067460830361597e-08, + -1.9872928191944084e-08, + -1.6933890734094348e-08, + -1.3953872723959648e-08, + -1.1333622040865521e-08, + -8.64108340437042e-09, + -5.719410278715031e-09, + -2.618214534066965e-09, + 5.769541511213561e-10, + 3.674124560149039e-09, + 6.623705139929825e-09, + 9.379450105484466e-09, + 1.233069291117772e-08, + 1.4820761506939562e-08, + 1.7084428094449322e-08, + 1.8852801986213308e-08, + 2.0505073194954093e-08, + 2.2765920704159726e-08, + 2.514466856951003e-08, + 2.7408940894702027e-08, + 2.979187030405228e-08, + 3.2497371904582906e-08, + 3.503683032590743e-08, + 3.7720241152783274e-08, + 3.937736181569562e-08, + 4.092892069706977e-08, + 4.235013406628241e-08, + 4.372497031113198e-08, + 4.5204576082369385e-08, + 4.6764519368025503e-08, + 4.852971713376064e-08, + 5.04903319153982e-08, + 5.2593719601645716e-08, + 5.465700780860061e-08, + 5.6979452267569286e-08, + 5.9259978257841794e-08, + 6.125942064727496e-08, + 6.310399669473554e-08, + 6.513563022281232e-08, + 6.743523783825367e-08, + 6.977583666412102e-08, + 7.174460137093774e-08, + 7.380706534831916e-08, + 7.60926965881481e-08, + 7.85469254083182e-08, + 8.089172354175389e-08, + 8.289535458061437e-08, + 8.493889680494249e-08, + 8.716959598586982e-08, + 8.925963612682608e-08, + 9.112466159422183e-08, + 9.27874594935929e-08, + 9.427189695543348e-08, + 9.581675186609573e-08, + 9.722188565319811e-08, + 9.84384698199392e-08, + 9.966111491621632e-08, + 1.0099073222136212e-07, + 1.023430442614881e-07, + 1.0379701365081928e-07, + 1.0520657411916545e-07, + 1.065907326847082e-07, + 1.0790164139962144e-07, + 1.0904182090598624e-07, + 1.1024077650745312e-07, + 1.1128835097906631e-07, + 1.122755435289946e-07, + 1.1322725157469904e-07, + 1.1404839739270756e-07, + 1.1508249286862338e-07, + 1.1621942519468575e-07, + 1.1717261827470793e-07, + 1.1817813572179148e-07, + 1.1908349506484228e-07, + 1.2000499793884956e-07, + 1.2091436474293005e-07, + 1.2179562247638387e-07, + 1.2257319781383558e-07, + 1.2328659693139343e-07, + 1.2399472382185195e-07, + 1.2465733334465767e-07, + 1.252058154932456e-07, + 1.2551697636808967e-07, + 1.2581681119172572e-07, + 1.261674356101139e-07, + 1.2655421244289755e-07, + 1.27088398471642e-07, + 1.2781902114511468e-07, + 1.286357758090162e-07, + 1.2944768457145983e-07, + 1.3039075952292478e-07, + 1.313808297709329e-07, + 1.3236636675628688e-07, + 1.3327719727840304e-07, + 1.3401641751897841e-07, + 1.347331988199585e-07, + 1.3532458353893162e-07, + 1.359079817575548e-07, + 1.3645215801716404e-07, + 1.370384268284397e-07, + 1.376618428139409e-07, + 1.38239656166661e-07, + 1.3896793404910568e-07, + 1.3972825740893313e-07, + 1.4052638164230302e-07, + 1.4130790759736556e-07, + 1.4198565168044297e-07, + 1.4273032888922899e-07, + 1.434927554555543e-07, + 1.442630548353918e-07, + 1.4503993384096248e-07, + 1.4597196695831371e-07, + 1.4685426208416175e-07, + 1.4774776957438007e-07, + 1.4866262176838063e-07, + 1.4953904781123128e-07, + 1.504091784454431e-07, + 1.5119240970307146e-07, + 1.519003660632734e-07, + 1.52629993976916e-07, + 1.533266953401835e-07, + 1.540666829669135e-07, + 1.5471610481654352e-07, + 1.5535452746462397e-07, + 1.5597147751122975e-07, + 1.565313851870087e-07, + 1.5709424872056843e-07, + 1.5769691685818543e-07, + 1.5826660160200845e-07, + 1.5882983461779077e-07, + 1.5943508913096593e-07, + 1.600798924528135e-07, + 1.6068774755240156e-07, + 1.6120917223361175e-07, + 1.6174296035842417e-07, + 1.622568532866353e-07, + 1.6280135639590299e-07, + 1.6330525909324933e-07, + 1.6381265766085562e-07, + 1.6431485505563614e-07, + 1.6481834563819575e-07, + 1.652647654282191e-07, + 1.656210031342198e-07, + 1.659551998045572e-07, + 1.661711479528094e-07, + 1.6638030331250775e-07, + 1.666070517103435e-07, + 1.668568074819632e-07, + 1.6712854744582728e-07, + 1.6738135855121072e-07, + 1.6764434462857025e-07, + 1.6793620716271107e-07, + 1.6823324244796822e-07, + 1.6850471240559273e-07, + 1.687720327936404e-07, + 1.6905049449178478e-07, + 1.6937968894126243e-07, + 1.697157188118581e-07, + 1.700534681958743e-07, + 1.7038772170963057e-07, + 1.7071859303996462e-07, + 1.709801296101432e-07, + 1.7123284123954363e-07, + 1.7148489916962717e-07, + 1.717331059580829e-07, + 1.719449329584677e-07, + 1.721580673574863e-07, + 1.7239996452644846e-07, + 1.7263862162053556e-07, + 1.728688090452124e-07, + 1.7306750521584036e-07, + 1.732927330522216e-07, + 1.7353873715819645e-07, + 1.7373821492583374e-07, + 1.7393165308021707e-07, + 1.7413421460332756e-07, + 1.7436902055578685e-07, + 1.7461140089380933e-07, + 1.7485102432601707e-07, + 1.7507977645436767e-07, + 1.7529363560697675e-07, + 1.7552137876464258e-07, + 1.7569868759892415e-07, + 1.7583613498572959e-07, + 1.7601800550437474e-07, + 1.7620186554268003e-07, + 1.7639892746501573e-07, + 1.7656306283697631e-07, + 1.7674595653716096e-07, + 1.769046349409109e-07, + 1.7700945420529024e-07, + 1.771013131701693e-07, + 1.771977906628308e-07, + 1.7729719559156365e-07, + 1.7743585090101988e-07, + 1.7757315617927816e-07, + 1.7772072169464082e-07, + 1.7790524964311771e-07, + 1.7809536245749769e-07, + 1.7829650289513665e-07, + 1.784943464144817e-07, + 1.7869399471237557e-07, + 1.7889280456984125e-07, + 1.7910268468313006e-07, + 1.7928493889485253e-07, + 1.7943240493423218e-07, + 1.795850721464376e-07, + 1.7971710519759654e-07, + 1.7984910982704605e-07, + 1.7996650569784833e-07, + 1.8008306312822242e-07, + 1.8022622327862337e-07, + 1.8037299298612197e-07, + 1.8050189964924357e-07, + 1.8064277185203537e-07, + 1.807803045039691e-07, + 1.809248288964227e-07, + 1.8104768173543562e-07, + 1.811682608376941e-07, + 1.8127194323369622e-07, + 1.813405390294065e-07, + 1.814162686741838e-07, + 1.8148362812553387e-07, + 1.81560963596894e-07, + 1.8162643300456693e-07, + 1.8170747750900773e-07, + 1.8178629090925824e-07, + 1.818695523070346e-07, + 1.819591091134498e-07, + 1.8206327467851224e-07, + 1.8217150454802322e-07, + 1.8227649434265913e-07, + 1.8238763743738673e-07, + 1.824860476062895e-07, + 1.8258309353313962e-07, + 1.826872164656379e-07, + 1.8278885249856103e-07, + 1.8290359093953157e-07, + 1.8302992543794971e-07, + 1.8315969896320894e-07, + 1.8328186968119553e-07, + 1.8339413543344563e-07, + 1.8350286268287164e-07, + 1.83608378279132e-07, + 1.8369760823588877e-07, + 1.8378005961494637e-07, + 1.8386718636520527e-07, + 1.8395815004623728e-07, + 1.8404965373974846e-07, + 1.8414085900531063e-07, + 1.8423644121412508e-07, + 1.8433556192576361e-07, + 1.8443704163928487e-07, + 1.8453151540143153e-07, + 1.846245822889614e-07, + 1.8472614726761094e-07, + 1.8482413111087226e-07, + 1.8491368791728746e-07, + 1.8500267628951406e-07, + 1.8508733035105251e-07, + 1.8515672195462685e-07, + 1.852192070828096e-07, + 1.8528672285356151e-07, + 1.8535772028371866e-07, + 1.8542058910497872e-07, + 1.8547173397109873e-07, + 1.8552316305431304e-07, + 1.8557651060291391e-07, + 1.856182763049219e-07, + 1.8565901882539038e-07, + 1.8570543147689023e-07, + 1.8575040883206384e-07, + 1.8579858362954838e-07, + 1.858405767052318e-07, + 1.8588524142160168e-07, + 1.8593037509617716e-07, + 1.8597383188989625e-07, + 1.8601743079216249e-07, + 1.8606098706186458e-07, + 1.861060638930212e-07, + 1.8615268970734178e-07, + 1.8619530806063267e-07, + 1.8623691744323878e-07, + 1.8627841313900717e-07, + 1.8631747877861926e-07, + 1.8635475385053724e-07, + 1.863893004383499e-07, + 1.8642350596564938e-07, + 1.8645908994585625e-07, + 1.8649330968401046e-07, + 1.865280410129344e-07, + 1.8656555766938254e-07, + 1.8660129796899128e-07, + 1.8663342871150235e-07, + 1.8666287360247225e-07, + 1.8668734469429182e-07, + 1.8671373425149795e-07, + 1.867337005023728e-07, + 1.8675119406452723e-07, + 1.8676739443890256e-07, + 1.8678339586131187e-07, + 1.8679895674722502e-07, + 1.8681130597997253e-07, + 1.868235273150276e-07, + 1.8683579128264682e-07, + 1.8684734470753028e-07, + 1.868589407649779e-07, + 1.8686921521293698e-07, + 1.8687786962345854e-07, + 1.8688477609885012e-07, + 1.8689070202526636e-07, + 1.8689517844450165e-07, + 1.8689816272399185e-07, + 1.869000811893784e-07, + 1.869011185817726e-07, + 1.8690114700348204e-07, + 1.8690029435219913e-07, + 1.8689870273647102e-07, + 1.8689604530663928e-07, + 1.8689210889988317e-07, + 1.8688749037210073e-07, + 1.868819481387618e-07, + 1.8687603642320028e-07, + 1.8686863256789366e-07, + 1.8686077396523615e-07, + 1.868530574711258e-07, + 1.8684590941120405e-07, + 1.868364165602543e-07, + 1.868257584192179e-07, + 1.8681504343476263e-07, + 1.8680397317893949e-07, + 1.8679168078961084e-07, + 1.8677894786378602e-07, + 1.867651064912934e-07, + 1.8675159196845925e-07, + 1.867358321305801e-07, + 1.867199443950085e-07, + 1.8670552037747257e-07, + 1.86690130021816e-07, + 1.8667481072043302e-07, + 1.8665717504973145e-07, + 1.8663884304714884e-07, + 1.86621221587302e-07, + 1.866018806140346e-07, + 1.8658002431948262e-07, + 1.865591627847607e-07, + 1.865399923417499e-07, + 1.865185055294205e-07, + 1.8649156174888049e-07, + 1.8646365163021983e-07, + 1.8643498833625927e-07, + 1.8640410814896313e-07, + 1.8637256005149538e-07, + 1.8634035825471074e-07, + 1.8631061493579182e-07, + 1.8627606834797916e-07, + 1.862413370190552e-07, + 1.862100020844082e-07, + 1.8617649288898974e-07, + 1.8614811381212348e-07, + 1.8611937946388935e-07, + 1.8609104301958723e-07, + 1.8606027651912882e-07, + 1.8602517570798227e-07, + 1.859853853147797e-07, + 1.8594631967516762e-07, + 1.8590466765999736e-07, + 1.8586355565730628e-07, + 1.858233673601717e-07, + 1.8578363381038798e-07, + 1.8574455395992118e-07, + 1.8569983240013244e-07, + 1.8565626191957563e-07, + 1.8561227932423208e-07, + 1.855658524618775e-07, + 1.8551951086465124e-07, + 1.8547194713391946e-07, + 1.8542900193097012e-07, + 1.8538601409545663e-07, + 1.8533955881139264e-07, + 1.8529209455664386e-07, + 1.8524841038924933e-07, + 1.8520074718253454e-07, + 1.8515136446239921e-07, + 1.8509707899738714e-07, + 1.8504772469896125e-07, + 1.849981288160052e-07, + 1.8494623077458527e-07, + 1.8489146214051289e-07, + 1.8483831354387803e-07, + 1.8478937136023887e-07, + 1.847392780973678e-07, + 1.8468709583885357e-07, + 1.8463668993717874e-07, + 1.8458453610037395e-07, + 1.8453003747254115e-07, + 1.8446770866376028e-07, + 1.844051098487398e-07, + 1.843423831360269e-07, + 1.8427958536904043e-07, + 1.8422460357214732e-07, + 1.8417115654756344e-07, + 1.8412066538076033e-07, + 1.8407011737053836e-07, + 1.8401308921056625e-07, + 1.8395589052033756e-07, + 1.8389701494925248e-07, + 1.8383848043868056e-07, + 1.837899930023923e-07, + 1.8374508670149226e-07, + 1.8370600685102545e-07, + 1.836669696331228e-07, + 1.8362189280196617e-07, + 1.8357431486037967e-07, + 1.8351795461057918e-07, + 1.834642091580463e-07, + 1.834052341109782e-07, + 1.8334165474698239e-07, + 1.8327899908854306e-07, + 1.8321878769711475e-07, + 1.8315625993636786e-07, + 1.830964606597263e-07, + 1.8303725823898276e-07, + 1.8297667736533185e-07, + 1.829224061111745e-07, + 1.8286263525624236e-07, + 1.8280213964771974e-07, + 1.8273735236107314e-07, + 1.826685149808327e-07, + 1.826062572263254e-07, + 1.825391393595055e-07, + 1.8246926458687085e-07, + 1.8240115196022089e-07, + 1.8232688603347924e-07, + 1.822476747292967e-07, + 1.821685913228066e-07, + 1.8208758945092995e-07, + 1.8201356510871847e-07, + 1.81937593879411e-07, + 1.8186801753472537e-07, + 1.8180338656748063e-07, + 1.8173639659835317e-07, + 1.8167564519444568e-07, + 1.8161304637942521e-07, + 1.8155411396492127e-07, + 1.8149475522477587e-07, + 1.8144183400181646e-07, + 1.8138472057671606e-07, + 1.813289429719589e-07, + 1.812733358974583e-07, + 1.812223757724496e-07, + 1.8116773503606964e-07, + 1.8110947053173732e-07, + 1.8104998389389948e-07, + 1.809871008617847e-07, + 1.80916131853337e-07, + 1.808419085591595e-07, + 1.8076735841532354e-07, + 1.8069734153414174e-07, + 1.806337337484365e-07, + 1.8057124862025375e-07, + 1.805108951202783e-07, + 1.8044710259346175e-07, + 1.803795726118551e-07, + 1.8031003889973363e-07, + 1.8023526138222223e-07, + 1.8016291392086714e-07, + 1.8009289703968534e-07, + 1.8003379409492481e-07, + 1.7997767542965448e-07, + 1.7991503398206987e-07, + 1.7985053091251757e-07, + 1.7977991717543773e-07, + 1.797080955157071e-07, + 1.7963085952032998e-07, + 1.7954923237084586e-07, + 1.7947520802863437e-07, + 1.7940639907010336e-07, + 1.7933648166490457e-07, + 1.7926636530773976e-07, + 1.7919448680459027e-07, + 1.791201071910109e-07, + 1.7904127957990568e-07, + 1.7896132931127795e-07, + 1.78879943746324e-07, + 1.7880000768855098e-07, + 1.7873770730147953e-07, + 1.7867287738226878e-07, + 1.7861694345810974e-07, + 1.785615495464299e-07, + 1.7850693723175937e-07, + 1.7844500632691052e-07, + 1.7837858479197166e-07, + 1.783181318160132e-07, + 1.7824406484123756e-07, + 1.7817333741732e-07, + 1.7809881569519348e-07, + 1.780259282213592e-07, + 1.7794592110931262e-07, + 1.778723230927426e-07, + 1.7781439964892343e-07, + 1.7775245453321986e-07, + 1.7769441740256298e-07, + 1.776380713636172e-07, + 1.775840274831353e-07, + 1.7752348924204853e-07, + 1.774456990233375e-07, + 1.7736074653385003e-07, + 1.7727072076922923e-07, + 1.771818034512762e-07, + 1.7708610755562404e-07, + 1.7699966292639147e-07, + 1.7692137532776542e-07, + 1.7684126873973582e-07, + 1.767608495129025e-07, + 1.7668655516445142e-07, + 1.7661130868873443e-07, + 1.7653449901899876e-07, + 1.7645561456447467e-07, + 1.7637714222473733e-07, + 1.7630375737098802e-07, + 1.762232386681717e-07, + 1.761477079753604e-07, + 1.7607511892947514e-07, + 1.7600886792479287e-07, + 1.7593595202924917e-07, + 1.7585881550985505e-07, + 1.7578658173533768e-07, + 1.757092036314134e-07, + 1.7562744858423684e-07, + 1.7554003761688364e-07, + 1.7546413744184974e-07, + 1.753869867116009e-07, + 1.753163161311022e-07, + 1.7524054385376076e-07, + 1.7516724426513974e-07, + 1.750930778143811e-07, + 1.7502397042790108e-07, + 1.7494909343440668e-07, + 1.7487285219885962e-07, + 1.7479997893588006e-07, + 1.747212081681937e-07, + 1.7464356005802983e-07, + 1.745559359278559e-07, + 1.744765683042715e-07, + 1.7440214605812798e-07, + 1.7431902676889877e-07, + 1.7424123655018775e-07, + 1.7415534614428907e-07, + 1.7406746621873026e-07, + 1.7398390639300487e-07, + 1.7390131290540012e-07, + 1.7382858175096771e-07, + 1.7373828598010732e-07, + 1.7364891391480342e-07, + 1.735586039330883e-07, + 1.7346890501812595e-07, + 1.7337568181119423e-07, + 1.732752537009219e-07, + 1.7319348444289062e-07, + 1.7311322153545916e-07, + 1.7303665345025365e-07, + 1.7295691634444665e-07, + 1.7288164144702023e-07, + 1.7279415942539345e-07, + 1.7269532293084922e-07, + 1.725954774656202e-07, + 1.72492548244918e-07, + 1.7239602811969235e-07, + 1.7229606896762562e-07, + 1.7220344261659193e-07, + 1.7211708325248765e-07, + 1.7203650770625245e-07, + 1.7195330315189494e-07, + 1.7186974332616956e-07, + 1.717862119221536e-07, + 1.7171726085507544e-07, + 1.7164816767945013e-07, + 1.7157950082946627e-07, + 1.7150392750409083e-07, + 1.714267909846967e-07, + 1.7135580776539427e-07, + 1.7127560170138167e-07, + 1.7118824757744733e-07, + 1.7110201611103548e-07, + 1.7102745175634482e-07, + 1.709508836711393e-07, + 1.7087093340251158e-07, + 1.7079506164918712e-07, + 1.7071575086902158e-07, + 1.7062498613995558e-07, + 1.705260075368642e-07, + 1.7042778210907272e-07, + 1.7033411836564483e-07, + 1.702294980532315e-07, + 1.701311589386023e-07, + 1.7005255870117253e-07, + 1.699723242154505e-07, + 1.6989582718451857e-07, + 1.6982001227461296e-07, + 1.6973156391486555e-07, + 1.6964615667802718e-07, + 1.6955563353349135e-07, + 1.694644566896386e-07, + 1.6937603675160062e-07, + 1.692908568884377e-07, + 1.692251458962346e-07, + 1.6916470713113085e-07, + 1.6909797295738827e-07, + 1.6902700394894055e-07, + 1.68943103062702e-07, + 1.68863266480912e-07, + 1.6878078668014496e-07, + 1.6868897034783004e-07, + 1.6859749507602828e-07, + 1.685089756620073e-07, + 1.6842628269841953e-07, + 1.6834555083278246e-07, + 1.682624883869721e-07, + 1.6817999437535036e-07, + 1.6809126179850864e-07, + 1.680090662148359e-07, + 1.6791378243397048e-07, + 1.678178875863523e-07, + 1.6772837341250124e-07, + 1.6764929000601114e-07, + 1.6757151399815484e-07, + 1.674871583645654e-07, + 1.674178804478288e-07, + 1.673469398610905e-07, + 1.6726994545024354e-07, + 1.6717692119527783e-07, + 1.6708142425159167e-07, + 1.669898495038069e-07, + 1.668978484303807e-07, + 1.6680331782481517e-07, + 1.667232254476403e-07, + 1.66641257237643e-07, + 1.6656092327593797e-07, + 1.66483829389108e-07, + 1.6640159117287112e-07, + 1.6632037613817374e-07, + 1.6622868770355126e-07, + 1.6614677633697283e-07, + 1.660734625374971e-07, + 1.6599844343545556e-07, + 1.6592571228102315e-07, + 1.65859205480956e-07, + 1.6578746908635367e-07, + 1.6570587035857898e-07, + 1.6563160443183733e-07, + 1.655563295344109e-07, + 1.6547950565382052e-07, + 1.653928336509125e-07, + 1.6531107860373595e-07, + 1.6521747170372691e-07, + 1.6512268530277652e-07, + 1.6501812183378206e-07, + 1.6491718213273998e-07, + 1.648228789008499e-07, + 1.6472181130211538e-07, + 1.646317997483493e-07, + 1.6454119133868517e-07, + 1.6445225980987743e-07, + 1.6436665362107306e-07, + 1.6427435411969782e-07, + 1.641961802079095e-07, + 1.6411891579082294e-07, + 1.6403997449288e-07, + 1.6395848945194302e-07, + 1.638711637497181e-07, + 1.6378582756715332e-07, + 1.6370394462228433e-07, + 1.6362204746656062e-07, + 1.6355288323666173e-07, + 1.6348037945590477e-07, + 1.6340850095275528e-07, + 1.6333602559370775e-07, + 1.6326066543115303e-07, + 1.6317909512508777e-07, + 1.6309758166244137e-07, + 1.6301680716424016e-07, + 1.6294610816203203e-07, + 1.628708190537509e-07, + 1.6280142745017656e-07, + 1.627334000886549e-07, + 1.6268047886569548e-07, + 1.626312240432526e-07, + 1.6259012625141622e-07, + 1.6254460888376343e-07, + 1.6250332635081577e-07, + 1.6245618894572544e-07, + 1.6240213085438882e-07, + 1.6233587984970654e-07, + 1.6226687193920952e-07, + 1.6218578480220458e-07, + 1.6210221076562448e-07, + 1.620178124994709e-07, + 1.6193627061511506e-07, + 1.6186761797598592e-07, + 1.6179360784462915e-07, + 1.617300000589239e-07, + 1.6166208638423996e-07, + 1.6159056315245834e-07, + 1.6151793147400895e-07, + 1.614406670569224e-07, + 1.6136769431795983e-07, + 1.612858824273644e-07, + 1.6121310864036786e-07, + 1.611387290267885e-07, + 1.610591908729475e-07, + 1.6098235278150241e-07, + 1.6091068744117365e-07, + 1.6084145215700119e-07, + 1.6076465669812023e-07, + 1.6068551644821127e-07, + 1.6061854068993853e-07, + 1.6054639218054945e-07, + 1.604725952120134e-07, + 1.6039662398270593e-07, + 1.6032552707656578e-07, + 1.6025499860461423e-07, + 1.6017800419376726e-07, + 1.6009875025702058e-07, + 1.6001578728719323e-07, + 1.5992822000043816e-07, + 1.5984419121650717e-07, + 1.597676657638658e-07, + 1.596968957073841e-07, + 1.5962309873884806e-07, + 1.5955035337356094e-07, + 1.5947560427775898e-07, + 1.5939443187562574e-07, + 1.593035392488673e-07, + 1.5921511931082932e-07, + 1.5912887363356276e-07, + 1.590417753050133e-07, + 1.5896253557912132e-07, + 1.5887906101852423e-07, + 1.5879514592143096e-07, + 1.587044238249291e-07, + 1.5861959923313407e-07, + 1.585357836120238e-07, + 1.5844253198338265e-07, + 1.5836062061680423e-07, + 1.5828615573809657e-07, + 1.5821733256871084e-07, + 1.581439903475257e-07, + 1.5806111264282663e-07, + 1.5798656249899068e-07, + 1.5790500640378013e-07, + 1.5781697015881946e-07, + 1.5773046868616802e-07, + 1.5764264560402808e-07, + 1.5756316429360595e-07, + 1.5747473014471325e-07, + 1.5737958847239497e-07, + 1.5728588209640293e-07, + 1.5718926249519427e-07, + 1.5709548506492865e-07, + 1.5700128130902158e-07, + 1.5691168187004223e-07, + 1.5682728360388865e-07, + 1.5674103792662208e-07, + 1.5666142871850752e-07, + 1.5658011420782714e-07, + 1.5649148110696842e-07, + 1.5640259221072483e-07, + 1.5632230088158394e-07, + 1.5624571858552372e-07, + 1.5616954840425024e-07, + 1.560865001692946e-07, + 1.5601361269546032e-07, + 1.559423594699183e-07, + 1.5586157076086238e-07, + 1.557741882152186e-07, + 1.5568345190786204e-07, + 1.555967656940993e-07, + 1.5550671150776907e-07, + 1.554154920313522e-07, + 1.5532535257989366e-07 + ], + [ + 9.999999747378752e-05, + 8.868474833434448e-05, + 7.903042569523677e-05, + 7.028187974356115e-05, + 6.429060158552602e-05, + 6.091381510486826e-05, + 6.0815666074631736e-05, + 5.982076618238352e-05, + 6.426373147405684e-05, + 6.85125487507321e-05, + 7.113954779924825e-05, + 7.72930434322916e-05, + 8.930690091801807e-05, + 0.00010606375872157514, + 0.00012414698721840978, + 0.00014568501501344144, + 0.00018693799211177975, + 0.00037589113344438374, + 0.037701040506362915, + -0.0005050712497904897, + -0.0002376553456997499, + -0.0001347518409602344, + -8.492419146932662e-05, + -6.080873208702542e-05, + -4.8343084927182645e-05, + -3.951300459448248e-05, + -3.232410017517395e-05, + -2.6901201636064798e-05, + -2.2626341888098978e-05, + -1.9274872101959772e-05, + -1.669210359978024e-05, + -1.4276790352596436e-05, + -1.2286663150007371e-05, + -1.055574193742359e-05, + -8.982126018963754e-06, + -7.594592716486659e-06, + -6.370227765728487e-06, + -5.4300039664667565e-06, + -4.6993377509352285e-06, + -4.15252179664094e-06, + -3.72913564206101e-06, + -3.3834712667157874e-06, + -3.187484253430739e-06, + -2.97691758532892e-06, + -2.79348000731261e-06, + -2.607503802209976e-06, + -2.4286837287945673e-06, + -2.2646258912573103e-06, + -2.099398898280924e-06, + -1.9377605440240586e-06, + -1.776331259861763e-06, + -1.6218184555327753e-06, + -1.4733153648194275e-06, + -1.310015250055585e-06, + -1.1592773034863058e-06, + -1.0240275969408685e-06, + -8.978480536825373e-07, + -7.930295282676525e-07, + -6.827618221905141e-07, + -5.87347187774867e-07, + -5.269833991405903e-07, + -4.800902502211102e-07, + -4.4104655216870015e-07, + -3.8992581607999455e-07, + -3.3521189379825955e-07, + -2.766466309367388e-07, + -2.231845002143018e-07, + -1.7190696155466867e-07, + -1.2083992828593182e-07, + -6.049932466112296e-08, + -3.6757856758384833e-09, + 5.467392583113906e-08, + 1.0532074412594739e-07, + 1.5074938630732504e-07, + 1.914344238684862e-07, + 2.2751258654807316e-07, + 2.6314103251934284e-07, + 2.939625005637936e-07, + 3.202898142262711e-07, + 3.4109484658984e-07, + 3.6009882364851364e-07, + 3.773132561946113e-07, + 3.9421561837116315e-07, + 4.089126264261722e-07, + 4.205433299375727e-07, + 4.314481429901207e-07, + 4.4451272174228507e-07, + 4.561192383789603e-07, + 4.6587527435804077e-07, + 4.775054094352527e-07, + 4.873638772551203e-07, + 4.971910243511957e-07, + 5.06091566876421e-07, + 5.14475630097877e-07, + 5.219572472014988e-07, + 5.28642772223975e-07, + 5.334912316357077e-07, + 5.387838086789998e-07, + 5.428187819234154e-07, + 5.463796810545318e-07, + 5.494152333085367e-07, + 5.527833764062962e-07, + 5.564307343774999e-07, + 5.604799753200496e-07, + 5.659339308294875e-07, + 5.715566544495232e-07, + 5.769786071141425e-07, + 5.821414106321754e-07, + 5.87151589570567e-07, + 5.915884457863285e-07, + 5.957680855317449e-07, + 5.999542054269114e-07, + 6.031754082869156e-07, + 6.063297064429207e-07, + 6.095286835261504e-07, + 6.130268275228445e-07, + 6.164642059047765e-07, + 6.197100219651475e-07, + 6.222975912351103e-07, + 6.243058123800438e-07, + 6.260577265493339e-07, + 6.274726160881983e-07, + 6.286398388510861e-07, + 6.297109962360992e-07, + 6.304550197455683e-07, + 6.313273956948251e-07, + 6.319687031464127e-07, + 6.324887067421514e-07, + 6.330711812552181e-07, + 6.337318723126373e-07, + 6.342647225210385e-07, + 6.349401928673615e-07, + 6.356400490403757e-07, + 6.364206228681724e-07, + 6.37212224319228e-07, + 6.378950843100029e-07, + 6.385345159287681e-07, + 6.39124266399449e-07, + 6.395940772563335e-07, + 6.399399126166827e-07, + 6.40284042674466e-07, + 6.40584630673402e-07, + 6.408968147297855e-07, + 6.411975732589781e-07, + 6.414788913389202e-07, + 6.418910061256611e-07, + 6.422164915420581e-07, + 6.425057677006407e-07, + 6.427231937777833e-07, + 6.429279437725199e-07, + 6.431159818021115e-07, + 6.432459258576273e-07, + 6.4333261207139e-07, + 6.433937755900843e-07, + 6.434124202314706e-07, + 6.433829753405007e-07, + 6.43293844859727e-07, + 6.431534984585596e-07, + 6.429635277527268e-07, + 6.427196126423951e-07, + 6.424444904951088e-07, + 6.421556122404581e-07, + 6.41804035694804e-07, + 6.414578592739417e-07, + 6.410411401702731e-07, + 6.406024795069243e-07, + 6.401093628483068e-07, + 6.396018648047175e-07, + 6.39098516330705e-07, + 6.385173492162721e-07, + 6.378956527441915e-07, + 6.371740823851724e-07, + 6.365568765431817e-07, + 6.358809514495078e-07, + 6.35251183211949e-07, + 6.34557750345266e-07, + 6.338486286949774e-07, + 6.332477937576186e-07, + 6.32659975963179e-07, + 6.319426688605745e-07, + 6.311829565674998e-07, + 6.303365012172435e-07, + 6.294392278505256e-07, + 6.285435460995359e-07, + 6.275907935560099e-07, + 6.265742626965221e-07, + 6.255348807826522e-07, + 6.246092425499228e-07, + 6.237991101443185e-07, + 6.230920917005278e-07, + 6.224688604561379e-07, + 6.21816639068129e-07, + 6.212007406247722e-07, + 6.206391276464274e-07, + 6.200206712492218e-07, + 6.193302510837384e-07, + 6.185501320032927e-07, + 6.176769602461718e-07, + 6.167421702230058e-07, + 6.157463303679833e-07, + 6.147890871943673e-07, + 6.137768764347129e-07, + 6.128311724751256e-07, + 6.119184376984776e-07, + 6.109771675255615e-07, + 6.099493248257204e-07, + 6.090112947276793e-07, + 6.081584160710918e-07, + 6.072132805456931e-07, + 6.062525699235266e-07, + 6.053616061763023e-07, + 6.044793394721637e-07, + 6.034978241586941e-07, + 6.025082370797463e-07, + 6.015986286911357e-07, + 6.006900434840645e-07, + 5.999010568302765e-07, + 5.990968929836527e-07, + 5.982923312330968e-07, + 5.975933277113654e-07, + 5.969497465230234e-07, + 5.961390456832305e-07, + 5.954399284746614e-07, + 5.945582870481303e-07, + 5.93599509102205e-07, + 5.926203243689088e-07, + 5.915460405958584e-07, + 5.904980184823216e-07, + 5.893651859878446e-07, + 5.883250082661107e-07, + 5.874715611753345e-07, + 5.867092340849922e-07, + 5.859986345058132e-07, + 5.85365341976285e-07, + 5.848431783306296e-07, + 5.843485837431217e-07, + 5.838606398356205e-07, + 5.83296070999495e-07, + 5.828351845593716e-07, + 5.822985826853255e-07, + 5.817649935124791e-07, + 5.81187578063691e-07, + 5.806185185974755e-07, + 5.800167173219961e-07, + 5.792337560706073e-07, + 5.783263077319134e-07, + 5.773330826741585e-07, + 5.76248623929132e-07, + 5.752004881287576e-07, + 5.740917572438775e-07, + 5.728624614675937e-07, + 5.717043336517236e-07, + 5.70642384900566e-07, + 5.69837027342146e-07, + 5.690988587048196e-07, + 5.684406119144114e-07, + 5.677670174009108e-07, + 5.672071097251319e-07, + 5.666962579198298e-07, + 5.661275395141274e-07, + 5.653569132846314e-07, + 5.643752842843242e-07, + 5.632756483464618e-07, + 5.621675995826081e-07, + 5.611406095340499e-07, + 5.599740120487695e-07, + 5.588514113696874e-07, + 5.579653361564851e-07, + 5.573043608819717e-07, + 5.567777634496451e-07, + 5.562439469031233e-07, + 5.556696009989537e-07, + 5.551571007345046e-07, + 5.546680768020451e-07, + 5.541136829378956e-07, + 5.535139848689141e-07, + 5.528629571927013e-07, + 5.522442165784014e-07, + 5.515703378478065e-07, + 5.508176172952517e-07, + 5.50048923741997e-07, + 5.491862111739465e-07, + 5.484596385940677e-07, + 5.475318403114215e-07, + 5.465907975121809e-07, + 5.456957978822174e-07, + 5.447967623695149e-07, + 5.438424750536797e-07, + 5.428297527032555e-07, + 5.416783892542298e-07, + 5.405882461673173e-07, + 5.394682602855028e-07, + 5.384156906984572e-07, + 5.374907345867541e-07, + 5.366334789869143e-07, + 5.35865012807335e-07, + 5.352144398784731e-07, + 5.346361149349832e-07, + 5.340814368537394e-07, + 5.33536820057634e-07, + 5.330130079528317e-07, + 5.324569087861164e-07, + 5.31943726400641e-07, + 5.314077498042025e-07, + 5.30756551597733e-07, + 5.300091743265511e-07, + 5.291864795253787e-07, + 5.284616690914845e-07, + 5.278612320580578e-07, + 5.271892860037042e-07, + 5.266076641419204e-07, + 5.261246656118601e-07, + 5.257386987977952e-07, + 5.25424354691495e-07, + 5.248071488495043e-07, + 5.241138865130779e-07, + 5.234186915004102e-07, + 5.227615247349604e-07, + 5.221281185185944e-07, + 5.21542688147747e-07, + 5.212220344219531e-07, + 5.209330424804648e-07, + 5.207550088925927e-07, + 5.204659601076855e-07, + 5.200907935432042e-07, + 5.196646384320047e-07, + 5.192344474380661e-07, + 5.188498448660539e-07, + 5.183673010833445e-07, + 5.179708182367904e-07, + 5.175653541300562e-07, + 5.170356871531112e-07, + 5.164845902072557e-07, + 5.15813098900253e-07, + 5.151788968760229e-07, + 5.144541432855476e-07, + 5.13617635533592e-07, + 5.127951112626761e-07, + 5.119951538290479e-07, + 5.112934786666301e-07, + 5.106844014335366e-07, + 5.101275633023761e-07, + 5.095658934806124e-07, + 5.09171172780043e-07, + 5.087576369078306e-07, + 5.083734322397504e-07, + 5.079109541838989e-07, + 5.074570594842953e-07, + 5.070416477792605e-07, + 5.065743948762247e-07, + 5.059786758465634e-07, + 5.053562972534564e-07, + 5.04797810663149e-07, + 5.041216013523808e-07, + 5.033239176555071e-07, + 5.024916163165472e-07, + 5.01778629313776e-07, + 5.011017378819815e-07, + 5.003764727007365e-07, + 4.998075269213587e-07, + 4.993817697140912e-07, + 4.99026157285698e-07, + 4.987394959243829e-07, + 4.984186148249137e-07, + 4.981341135135153e-07, + 4.977636649527994e-07, + 4.973703084942827e-07, + 4.969891733708209e-07, + 4.966187816535239e-07, + 4.962648176842777e-07, + 4.958802151122654e-07, + 4.953397478857369e-07, + 4.947153797729698e-07, + 4.940646931572701e-07, + 4.933795025863219e-07, + 4.927053964820516e-07, + 4.921009235658858e-07, + 4.916353759654157e-07, + 4.912957365377224e-07, + 4.908630444333539e-07, + 4.90400736907759e-07, + 4.899446253148199e-07, + 4.895621259493055e-07, + 4.89078786358732e-07, + 4.885490056949493e-07, + 4.881009090240696e-07, + 4.876977754975087e-07, + 4.872923113907746e-07, + 4.868541054747766e-07, + 4.865192977376864e-07, + 4.861882416662411e-07, + 4.85807277073036e-07, + 4.85336784095125e-07, + 4.847761374549009e-07, + 4.842769385504653e-07, + 4.837228289034101e-07, + 4.831334194932424e-07, + 4.825927248930384e-07, + 4.820001890948333e-07, + 4.814347676074249e-07, + 4.808731546290801e-07, + 4.803624733540346e-07, + 4.798379791282059e-07, + 4.793750463250035e-07, + 4.790092020812153e-07, + 4.784729412676825e-07, + 4.779482765115972e-07, + 4.774120725414832e-07, + 4.767846917275165e-07, + 4.761745913128834e-07, + 4.75554429613112e-07, + 4.7507577960459457e-07, + 4.7456200036322116e-07, + 4.7402090785908513e-07, + 4.734744152301573e-07, + 4.72891173330936e-07, + 4.7220461851793516e-07, + 4.7147236159617023e-07, + 4.706643039753544e-07, + 4.698707414263481e-07, + 4.691282242674788e-07, + 4.6835771172482055e-07, + 4.6764398575760424e-07, + 4.6681316234753467e-07, + 4.660936951950134e-07, + 4.654166048112529e-07, + 4.646846321065823e-07, + 4.6388402097363723e-07, + 4.6301889256028517e-07, + 4.6223240701692703e-07, + 4.61523256944929e-07, + 4.607966275216313e-07, + 4.600420595579635e-07, + 4.592687048443622e-07, + 4.5849733965042105e-07, + 4.5777156287840626e-07, + 4.5699687234446174e-07, + 4.5618097033184313e-07, + 4.5542734028458653e-07, + 4.546991760889796e-07, + 4.540313511824934e-07, + 4.533797266503825e-07, + 4.52660970040597e-07, + 4.519280594195152e-07, + 4.5126768100089976e-07, + 4.5062603248879896e-07, + 4.4998043335908733e-07, + 4.493528535931546e-07, + 4.4876259153170395e-07, + 4.481919404497603e-07, + 4.4752667349712283e-07, + 4.4690401068692154e-07, + 4.462098104340839e-07, + 4.454976760825957e-07, + 4.4480410110736557e-07, + 4.441493217655079e-07, + 4.43532627514287e-07, + 4.429066677857918e-07, + 4.423021380262071e-07, + 4.4179290625834255e-07, + 4.41232828052307e-07, + 4.4062514348297555e-07, + 4.399703641411179e-07, + 4.394060511003772e-07, + 4.3881021838387824e-07, + 4.3825755824400403e-07, + 4.3765052737398946e-07, + 4.370158421806991e-07, + 4.3636012492243026e-07, + 4.355856049187423e-07, + 4.3484772049851017e-07, + 4.3404378402556176e-07, + 4.333306833359529e-07, + 4.326774956098234e-07, + 4.3205983502048184e-07, + 4.314982788855559e-07, + 4.3089806922580465e-07, + 4.3033139718318125e-07, + 4.2977006842193077e-07, + 4.291464676953183e-07, + 4.285224122213549e-07, + 4.2792154886228673e-07, + 4.273155980172305e-07, + 4.267360225185257e-07, + 4.261561628027266e-07, + 4.255765020388935e-07, + 4.2496094465604983e-07, + 4.243175908413832e-07, + 4.237284656483098e-07, + 4.2314522374908847e-07, + 4.225675525049155e-07, + 4.220620724026958e-07, + 4.215726505663042e-07, + 4.211481439142517e-07, + 4.206586083910224e-07, + 4.201213528176595e-07, + 4.195904921289184e-07, + 4.1909089532055077e-07, + 4.186096873581846e-07, + 4.18203597973843e-07, + 4.1782999460338033e-07, + 4.1744348777683626e-07, + 4.17078098280399e-07, + 4.1678725892779767e-07, + 4.164578797372087e-07, + 4.1614080714680313e-07, + 4.1577428078198864e-07, + 4.1536588923918316e-07, + 4.149219705595897e-07, + 4.143943783674331e-07, + 4.1382335780326684e-07, + 4.1316806687063945e-07, + 4.1260670968767954e-07, + 4.120652192796115e-07, + 4.115076421840058e-07, + 4.1098894598690094e-07, + 4.1045632315217517e-07, + 4.099454713468731e-07, + 4.0940045664683566e-07, + 4.088168736871012e-07, + 4.0827598013493116e-07, + 4.0765564790490316e-07, + 4.070074908213428e-07, + 4.063839753598586e-07, + 4.0582537508271344e-07, + 4.0527302758164296e-07, + 4.0465519646204484e-07, + 4.040371663904807e-07, + 4.034829999000067e-07, + 4.030229945328756e-07, + 4.0254599298350513e-07, + 4.0204196238846635e-07, + 4.016146988305991e-07, + 4.012150895960076e-07, + 4.008709879599337e-07, + 4.00452677240537e-07, + 4.0000654166760796e-07, + 3.996632074176887e-07, + 3.993090444964764e-07, + 3.9894328551781655e-07, + 3.9857590650171915e-07, + 3.982469820584811e-07, + 3.9790367623027123e-07, + 3.9750685232320393e-07, + 3.970739896885789e-07, + 3.9663299844505673e-07, + 3.9612450564163737e-07, + 3.9561714970659523e-07, + 3.951199119001103e-07, + 3.9457316347579763e-07, + 3.940205033359234e-07, + 3.9341261981462594e-07, + 3.9284537933781394e-07, + 3.9231656501215184e-07, + 3.918129323210451e-07, + 3.912834642960661e-07, + 3.9074600977073715e-07, + 3.9025422893246287e-07, + 3.8980570593594166e-07, + 3.8927146306377836e-07, + 3.8880696706655726e-07, + 3.8832504856145533e-07, + 3.8789693235230516e-07, + 3.8746148334212194e-07, + 3.8701136872987263e-07, + 3.865256985591259e-07, + 3.860154151880124e-07, + 3.8552309433725895e-07, + 3.849711163184111e-07, + 3.8445676864284906e-07, + 3.8393656609514437e-07, + 3.835188238099363e-07, + 3.830983530406229e-07, + 3.8270445656962693e-07, + 3.8231502230701153e-07, + 3.818661014065583e-07, + 3.814267302004737e-07, + 3.809736313087342e-07, + 3.8046701433813723e-07, + 3.7991242152202176e-07, + 3.793316807332303e-07, + 3.7882338688177697e-07, + 3.7834522004231985e-07, + 3.7784062101309246e-07, + 3.7743706116089015e-07, + 3.770540217828966e-07, + 3.7661772012143047e-07, + 3.7620171156049764e-07, + 3.7583555467790575e-07, + 3.7546274711530714e-07, + 3.7499836480492377e-07, + 3.745741992133844e-07, + 3.742284206964541e-07, + 3.738375653483672e-07, + 3.733738083155913e-07, + 3.7283635379026236e-07, + 3.7236736716295127e-07, + 3.7186873669270426e-07, + 3.713298610819038e-07, + 3.707899907112733e-07, + 3.702953108586371e-07, + 3.6981947459935327e-07, + 3.69358531315811e-07, + 3.6890747878715047e-07, + 3.6848513218501466e-07, + 3.6809706216445193e-07, + 3.6767985989172303e-07, + 3.6724614460581506e-07, + 3.667890666747553e-07, + 3.6630814292948344e-07, + 3.6580439655153896e-07, + 3.652682494248438e-07, + 3.647220410130103e-07, + 3.641659986897139e-07, + 3.636750705027225e-07, + 3.63168283001869e-07, + 3.626453803917684e-07, + 3.620911286361661e-07, + 3.615919581534399e-07, + 3.611043268847425e-07, + 3.6053199892194243e-07, + 3.5992195535072824e-07, + 3.593452220229665e-07, + 3.5885116744793777e-07, + 3.5836157508128963e-07, + 3.5787073215942655e-07, + 3.574279787699197e-07, + 3.5703754974747426e-07, + 3.566777024843759e-07, + 3.563010579910042e-07, + 3.5587578395279706e-07, + 3.554613954293018e-07, + 3.5502210948834545e-07, + 3.5464455550027196e-07, + 3.542770343756274e-07, + 3.538713144735084e-07, + 3.5349978588783415e-07, + 3.53144969267305e-07, + 3.527293870320136e-07, + 3.52312270024413e-07, + 3.5188239166927815e-07, + 3.514825550610112e-07, + 3.511093495944806e-07, + 3.506904704408953e-07, + 3.5025414035771973e-07, + 3.498448677419219e-07, + 3.4937860959871614e-07, + 3.4888225286522356e-07, + 3.48404057604057e-07, + 3.4794078374034143e-07, + 3.4745883681353007e-07, + 3.469619400675583e-07, + 3.464752467152721e-07, + 3.4604241250235646e-07, + 3.456060824191809e-07, + 3.4516332902967406e-07, + 3.4474155086172686e-07, + 3.443562661686883e-07, + 3.440045759361965e-07, + 3.435755218106351e-07, + 3.4319387509640364e-07, + 3.4281202943020617e-07, + 3.4240753166159266e-07, + 3.419961842610064e-07, + 3.416291463054222e-07, + 3.4129482173739234e-07, + 3.409145961086324e-07, + 3.4055634046126215e-07, + 3.402029165044951e-07, + 3.39878084787415e-07, + 3.39519516501241e-07, + 3.391561449461733e-07, + 3.387870037840912e-07, + 3.383921125532652e-07, + 3.3799742027440516e-07, + 3.375893413704034e-07, + 3.3720434089445916e-07, + 3.3684639788589266e-07, + 3.364604594935372e-07, + 3.360436551247403e-07, + 3.356962565703725e-07, + 3.3536014143464854e-07, + 3.3502163887533243e-07, + 3.346835910633672e-07, + 3.3439161484238866e-07, + 3.341215801810904e-07, + 3.338125225127442e-07, + 3.335082396915823e-07, + 3.3318897862955055e-07, + 3.328383115785982e-07, + 3.32426964178012e-07, + 3.320043617804913e-07, + 3.316355048355035e-07, + 3.3124186415989243e-07, + 3.308172722427116e-07, + 3.304037079487898e-07, + 3.299922752830753e-07, + 3.295660064850381e-07, + 3.29157046508044e-07, + 3.2871855637495173e-07, + 3.2830780583026353e-07, + 3.278842370946222e-07, + 3.274759023952356e-07, + 3.27069813010894e-07, + 3.2666267202330346e-07, + 3.262397001435602e-07, + 3.2581945674792223e-07, + 3.2540134498049156e-07, + 3.2501321811650996e-07, + 3.24644219062975e-07, + 3.242688819682371e-07, + 3.239108536945423e-07, + 3.2353116807826154e-07, + 3.231315020002512e-07, + 3.227297042940336e-07, + 3.223672990770865e-07, + 3.22027517540846e-07, + 3.216894981505902e-07, + 3.213874606444733e-07, + 3.211397370250779e-07, + 3.2088669854601903e-07, + 3.206113774467667e-07, + 3.2034824926086003e-07, + 3.200973992534273e-07, + 3.19849220886681e-07, + 3.1955744361766847e-07, + 3.1928229304867273e-07, + 3.1898036922939355e-07, + 3.186623303008673e-07, + 3.182978502991318e-07, + 3.1793058496987214e-07, + 3.1755172358316486e-07, + 3.1719068260827044e-07, + 3.1683771339885425e-07, + 3.164846873460192e-07, + 3.161508459470497e-07, + 3.1584056614519795e-07, + 3.15528552619071e-07, + 3.1520789889327716e-07, + 3.148952600895427e-07, + 3.1458878879675467e-07, + 3.142782816212275e-07, + 3.140061437534314e-07, + 3.137395481189742e-07, + 3.13452744649112e-07, + 3.131568178105226e-07, + 3.128380114958418e-07, + 3.125240084500547e-07, + 3.1220491791827953e-07, + 3.1186775117930665e-07, + 3.1151878943092015e-07, + 3.111271666966786e-07, + 3.107683710368292e-07, + 3.1039803616295103e-07, + 3.099835907960369e-07, + 3.0961393804318504e-07, + 3.0926631211514177e-07, + 3.08951143779268e-07, + 3.086402102780994e-07, + 3.082701311996061e-07, + 3.0793290761721437e-07, + 3.075201107094472e-07, + 3.0709915677107347e-07, + 3.0669195894006407e-07, + 3.0627219871348643e-07, + 3.0590933874918846e-07, + 3.0557842478629027e-07, + 3.052686565752083e-07, + 3.0495235137095733e-07, + 3.046490917313349e-07, + 3.0437016107498494e-07, + 3.0407429107981443e-07, + 3.03735504303404e-07, + 3.034149642644479e-07, + 3.031637447747926e-07, + 3.028775381608284e-07, + 3.0258584615694417e-07, + 3.022987016265688e-07, + 3.0202335210560705e-07, + 3.01747917319517e-07, + 3.014873186657496e-07, + 3.012213198871905e-07, + 3.009411955190444e-07, + 3.006677502526145e-07, + 3.003872279805364e-07, + 3.0010656359991117e-07, + 2.9975441862006846e-07, + 2.9943061008452787e-07, + 2.991107521665981e-07, + 2.9878154350626573e-07, + 2.9850730243197177e-07, + 2.9821939051544177e-07, + 2.9794946954098123e-07, + 2.977035933326988e-07, + 2.974709900627204e-07, + 2.9720575867031584e-07, + 2.969145498354919e-07, + 2.966069985177455e-07, + 2.9627759090544714e-07, + 2.95940935757244e-07, + 2.955688103156717e-07, + 2.9520762723223015e-07, + 2.948553401438403e-07, + 2.944939296867233e-07, + 2.941721106708428e-07, + 2.9383411970229645e-07, + 2.935036320650397e-07, + 2.931899132363469e-07, + 2.9291848591128655e-07, + 2.9263927103784226e-07, + 2.9236292675705045e-07, + 2.9215016184025444e-07, + 2.9194836770329857e-07, + 2.917187202911009e-07, + 2.9146738711460785e-07, + 2.9122136879777827e-07, + 2.909925740368635e-07, + 2.9074078611301957e-07, + 2.9047296834505687e-07, + 2.9020196734563797e-07, + 2.899316768889548e-07, + 2.89650643026107e-07, + 2.893528403546952e-07, + 2.890599546390149e-07, + 2.887674384055572e-07, + 2.884753484977409e-07, + 2.881750731376087e-07, + 2.8790046258109214e-07, + 2.8762949000338267e-07, + 2.873380253731739e-07, + 2.870245339181565e-07, + 2.8673429142145324e-07, + 2.8644609528782894e-07, + 2.8614837788154546e-07, + 2.858655534510035e-07, + 2.8556712550198426e-07, + 2.8527097128971945e-07, + 2.84976096054379e-07, + 2.846904862963129e-07, + 2.8442994448596437e-07, + 2.841296975475416e-07, + 2.838660861925746e-07, + 2.835833470271609e-07, + 2.832967993526836e-07, + 2.829967229445174e-07, + 2.826898253260879e-07, + 2.8242729399607924e-07, + 2.8216462055752345e-07, + 2.819222686412104e-07, + 2.816834125951573e-07, + 2.814252582084009e-07, + 2.81204904695187e-07, + 2.8100873805669835e-07, + 2.8079736580366443e-07, + 2.8054751055606175e-07, + 2.802867697937472e-07, + 2.8003449870084296e-07, + 2.797622471462091e-07, + 2.794674855977064e-07, + 2.791720987715962e-07, + 2.7890226306226396e-07, + 2.7864845719705045e-07, + 2.784110506581783e-07, + 2.781646344374167e-07, + 2.7791659817921754e-07, + 2.776725978037575e-07, + 2.774162339846953e-07, + 2.7717092621060146e-07, + 2.769019147308427e-07, + 2.766556121969188e-07, + 2.764020905487996e-07, + 2.7613813813331944e-07, + 2.759012147635076e-07, + 2.7564615834307915e-07, + 2.754140098204516e-07, + 2.75132265414868e-07, + 2.748347185388411e-07, + 2.7455186568658974e-07, + 2.7425807047620765e-07, + 2.739827493769553e-07, + 2.736878741416149e-07, + 2.7336776042830024e-07, + 2.730816675011738e-07, + 2.7282644055048877e-07, + 2.725472256770445e-07, + 2.7229052079746907e-07, + 2.72043081395168e-07, + 2.7179075345884485e-07, + 2.7152537995789316e-07, + 2.7125821588924737e-07, + 2.709970488012914e-07, + 2.7073357955487154e-07, + 2.704637438455393e-07, + 2.7022392146136553e-07, + 2.700086838558491e-07, + 2.697848060506658e-07, + 2.695763612337032e-07, + 2.6935109076475783e-07, + 2.6910927886092395e-07, + 2.6885342663263145e-07, + 2.686085736058885e-07, + 2.6836002575691964e-07, + 2.6811707698470855e-07, + 2.6787199658429017e-07, + 2.676459018857713e-07, + 2.674265999758063e-07, + 2.671996242042951e-07, + 2.669789012088586e-07, + 2.667705416570243e-07, + 2.6656923068912874e-07, + 2.663547320480575e-07, + 2.6615455794853915e-07, + 2.659848234998208e-07, + 2.6577239964353794e-07, + 2.655368973591976e-07, + 2.6530474883657007e-07, + 2.6505270511734125e-07, + 2.647517476361827e-07, + 2.644258643158537e-07, + 2.6410549480715417e-07, + 2.6377978201708174e-07, + 2.634549218782922e-07, + 2.631319375723251e-07, + 2.6284021714673145e-07, + 2.625650665777357e-07, + 2.6231251126773714e-07, + 2.620521115659358e-07, + 2.618283474475902e-07, + 2.616208405470388e-07, + 2.6141353259845346e-07, + 2.612227092413377e-07, + 2.6102466677002667e-07, + 2.608271643111948e-07, + 2.606321629627928e-07, + 2.6042403078463394e-07, + 2.6020231302936736e-07, + 2.599504398403951e-07, + 2.596715944491734e-07, + 2.594107684217306e-07, + 2.59142495906417e-07, + 2.588689653748588e-07, + 2.5861004360194784e-07, + 2.583543334822025e-07, + 2.581070077667391e-07, + 2.5785939783418144e-07, + 2.576075530669186e-07, + 2.5736733277881285e-07, + 2.5714496132422937e-07, + 2.569293542364903e-07, + 2.5670519221421273e-07, + 2.5649327994869964e-07, + 2.562964596108941e-07, + 2.5609364229239873e-07, + 2.558997209689551e-07, + 2.5570105322003656e-07, + 2.5553322302585e-07, + 2.5536266434755817e-07, + 2.5517570634292497e-07, + 2.5500190758975805e-07, + 2.5481409693384194e-07, + 2.546164239447535e-07, + 2.544051653785573e-07, + 2.5420357019356743e-07, + 2.539905210596771e-07, + 2.537819625558768e-07, + 2.5357510935464234e-07, + 2.533654139824648e-07, + 2.53166660968418e-07, + 2.529631331071869e-07, + 2.527441154143162e-07, + 2.5253964963667386e-07, + 2.5235399903067446e-07, + 2.5218284349648457e-07, + 2.5199102537953877e-07, + 2.5179286922139e-07, + 2.515979815598257e-07, + 2.5138461978713167e-07, + 2.5116634105870617e-07, + 2.5095505407080054e-07, + 2.507568126475235e-07, + 2.5057443053810857e-07, + 2.504044971374242e-07, + 2.5023911121024867e-07, + 2.500500499991176e-07, + 2.4984200308608706e-07, + 2.4962588440757827e-07, + 2.494047635082097e-07, + 2.4918762164816144e-07, + 2.4896777972571726e-07, + 2.4877306259440957e-07, + 2.4857993707882997e-07, + 2.4838982426445e-07, + 2.4819161126288236e-07, + 2.4797492415018496e-07, + 2.47760908678174e-07, + 2.4753452976256085e-07, + 2.4728035441512475e-07, + 2.4702600853743206e-07, + 2.46759555011522e-07, + 2.4649915530972066e-07 + ], + [ + 0.00010000000474974513, + 9.016485273605213e-05, + 8.462400728603825e-05, + 7.769641524646431e-05, + 7.34229470253922e-05, + 7.091956649674103e-05, + 7.239620026666671e-05, + 7.440097397193313e-05, + 7.729558274149895e-05, + 8.75785990501754e-05, + 0.00010009242396336049, + 0.0001177598096546717, + 0.00013360439334064722, + 0.00013102756929583848, + 0.00012490882363636047, + 0.00012123048509238288, + 0.00010502670193091035, + 9.619131742510945e-05, + 8.80734296515584e-05, + 9.244846296496689e-05, + 9.996529843192548e-05, + 0.00011062383418902755, + 0.00014441710663959384, + 0.00021274331083986908, + 0.0005415611667558551, + -0.0007884580409154296, + -0.00022173959587235004, + -0.00012418199912644923, + -7.761709275655448e-05, + -5.625834091915749e-05, + -4.6677749196533114e-05, + -3.878494680975564e-05, + -3.3794793125707656e-05, + -3.01108793792082e-05, + -2.7950361982220784e-05, + -2.6603674996295013e-05, + -2.5460107281105593e-05, + -2.3789951228536665e-05, + -2.151540684280917e-05, + -1.975330633285921e-05, + -1.8183929569204338e-05, + -1.6771235095802695e-05, + -1.554854679852724e-05, + -1.453887398383813e-05, + -1.3710587154491805e-05, + -1.3107714949001092e-05, + -1.2573129424708895e-05, + -1.2001125469396356e-05, + -1.1394933608244173e-05, + -1.0850619219127111e-05, + -1.023741060635075e-05, + -9.600219527783338e-06, + -9.014485840452835e-06, + -8.43361431179801e-06, + -7.896028364484664e-06, + -7.370297225861577e-06, + -6.873006896057632e-06, + -6.370788923959481e-06, + -5.995076662657084e-06, + -5.672187853633659e-06, + -5.38620679435553e-06, + -5.141825113241794e-06, + -4.939534392178757e-06, + -4.8009806050686166e-06, + -4.6904542614356615e-06, + -4.5855708776798565e-06, + -4.46964213551837e-06, + -4.343316049926216e-06, + -4.198186161374906e-06, + -4.0610607356939e-06, + -3.917548838217044e-06, + -3.7508025343413465e-06, + -3.568030479073059e-06, + -3.4277895792911295e-06, + -3.2846442081790883e-06, + -3.1564111395709915e-06, + -3.037405804207083e-06, + -2.9061320674372837e-06, + -2.789915924950037e-06, + -2.69417546405748e-06, + -2.606197085697204e-06, + -2.517779648769647e-06, + -2.4436014882667223e-06, + -2.3631241674593184e-06, + -2.2899794203112833e-06, + -2.237488615719485e-06, + -2.1884634406887926e-06, + -2.1407788608485134e-06, + -2.1019302494096337e-06, + -2.056428229479934e-06, + -2.008287083299365e-06, + -1.950339310496929e-06, + -1.8915803821073496e-06, + -1.8208293113275431e-06, + -1.7650246491029975e-06, + -1.7076730500775739e-06, + -1.6419540997958393e-06, + -1.5858346387176425e-06, + -1.546484440950735e-06, + -1.506642774984357e-06, + -1.4666795777884545e-06, + -1.4238179346648394e-06, + -1.376387444906868e-06, + -1.3279316135594854e-06, + -1.2769534123435733e-06, + -1.2245199059179868e-06, + -1.1736196938727517e-06, + -1.1277439853074611e-06, + -1.0818462214956526e-06, + -1.0397573078080313e-06, + -1.0043650036095642e-06, + -9.688825457487837e-07, + -9.382962389281602e-07, + -9.102550393436104e-07, + -8.842717988954973e-07, + -8.597472742621903e-07, + -8.342768182956206e-07, + -8.112293130579928e-07, + -7.808474151715927e-07, + -7.514308322242869e-07, + -7.205568408608087e-07, + -6.916072265994444e-07, + -6.64136791783676e-07, + -6.376768055815774e-07, + -6.102025054133264e-07, + -5.798422648695123e-07, + -5.558366638069856e-07, + -5.345513045540429e-07, + -5.14747625857126e-07, + -4.95951042012166e-07, + -4.779436721946695e-07, + -4.60459631312915e-07, + -4.435360949628375e-07, + -4.306172058932134e-07, + -4.1705385456225486e-07, + -4.0417302216155804e-07, + -3.9035776921991783e-07, + -3.754146860046603e-07, + -3.6170209227748273e-07, + -3.487425317416637e-07, + -3.3544174016242323e-07, + -3.227327169952332e-07, + -3.1030316449687234e-07, + -2.989052916291257e-07, + -2.883238892081863e-07, + -2.7817395675810985e-07, + -2.7035014227294596e-07, + -2.6392606855552003e-07, + -2.580281943664886e-07, + -2.5227538458238996e-07, + -2.462616635057202e-07, + -2.399570746547397e-07, + -2.3318300179653306e-07, + -2.244656513994414e-07, + -2.16755481119435e-07, + -2.091093875833394e-07, + -2.0120540966672706e-07, + -1.9393615957596921e-07, + -1.88001749279465e-07, + -1.8271434498728922e-07, + -1.776625566662915e-07, + -1.724734914887449e-07, + -1.6670028912812995e-07, + -1.6090024246295798e-07, + -1.546701042798304e-07, + -1.4737439357759285e-07, + -1.4059865804938454e-07, + -1.3480385518960247e-07, + -1.283172963439938e-07, + -1.214621079270728e-07, + -1.1402580213371039e-07, + -1.077289510931223e-07, + -1.0197707922543486e-07, + -9.658945998580748e-08, + -9.099262854306289e-08, + -8.567084108790368e-08, + -8.084745672931604e-08, + -7.543086155692436e-08, + -7.021927217465418e-08, + -6.540518171505028e-08, + -6.046056455488724e-08, + -5.5299331336300384e-08, + -5.0386120165057946e-08, + -4.5646270763199936e-08, + -4.2108695197384804e-08, + -3.815883786728591e-08, + -3.418418259570899e-08, + -3.0287463204103915e-08, + -2.7223560294942217e-08, + -2.434062373879442e-08, + -2.1413736561726182e-08, + -1.8249423305860546e-08, + -1.4715482166138827e-08, + -1.1669837540750905e-08, + -8.731024792041353e-09, + -4.813089926614111e-09, + -7.59474150235917e-10, + 3.2599172250513675e-09, + 6.995006351928623e-09, + 1.02617994102161e-08, + 1.3811169097266429e-08, + 1.7213530156823253e-08, + 2.0253288823823823e-08, + 2.323633374601286e-08, + 2.5905501743750392e-08, + 2.9310617932765126e-08, + 3.2779574610231066e-08, + 3.580776564149346e-08, + 3.915938151521914e-08, + 4.239392836780098e-08, + 4.5161041128949364e-08, + 4.7809660230768714e-08, + 5.023321136832237e-08, + 5.233519573266676e-08, + 5.470679198538164e-08, + 5.646461431751959e-08, + 5.8889032317210876e-08, + 6.136033192660761e-08, + 6.375846339778946e-08, + 6.642246574983801e-08, + 6.878384084529898e-08, + 7.082989128548434e-08, + 7.321806805293818e-08, + 7.536460344681473e-08, + 7.752824870976838e-08, + 7.958928449625091e-08, + 8.178606236697306e-08, + 8.429901754425373e-08, + 8.661699979484183e-08, + 8.867559841974071e-08, + 9.074508966477879e-08, + 9.299851200239573e-08, + 9.48503782183252e-08, + 9.664923794616698e-08, + 9.833422609517584e-08, + 1.0000738370763429e-07, + 1.0177701170732689e-07, + 1.0368594161036526e-07, + 1.0559450203118104e-07, + 1.0768919622705653e-07, + 1.0975716691064008e-07, + 1.1177817782481725e-07, + 1.1397635546472884e-07, + 1.158445144255893e-07, + 1.1742918815116354e-07, + 1.1924977627586486e-07, + 1.2110639602269657e-07, + 1.2288303707919113e-07, + 1.2452220232717082e-07, + 1.262040001392961e-07, + 1.2814412286843435e-07, + 1.2991338849133172e-07, + 1.3145884736331936e-07, + 1.329723318121978e-07, + 1.3471374415985338e-07, + 1.3649888330746762e-07, + 1.3824902111991832e-07, + 1.3996020697959466e-07, + 1.4166988648867118e-07, + 1.4357591737734765e-07, + 1.4545690874001593e-07, + 1.470514519041899e-07, + 1.4844287932191946e-07, + 1.4977479168010177e-07, + 1.5102962436230882e-07, + 1.521612773558445e-07, + 1.5329597147228924e-07, + 1.5434972056027618e-07, + 1.5540142328518414e-07, + 1.5650471141270828e-07, + 1.5759960092509573e-07, + 1.5863562907725282e-07, + 1.5972908329331403e-07, + 1.6078992359780386e-07, + 1.6176116446331434e-07, + 1.6286135462451057e-07, + 1.640375444367237e-07, + 1.652338141866494e-07, + 1.664643889398576e-07, + 1.676120433558026e-07, + 1.6871767627435474e-07, + 1.6992183304864739e-07, + 1.7101851312872896e-07, + 1.7208294877946173e-07, + 1.7298643228969013e-07, + 1.7381353245582432e-07, + 1.745603270819629e-07, + 1.7536842733534286e-07, + 1.7610781810617482e-07, + 1.7681060171526042e-07, + 1.7748556047081365e-07, + 1.7817870912040235e-07, + 1.7886236491904128e-07, + 1.7954697284494614e-07, + 1.8029554382792412e-07, + 1.8094837628268579e-07, + 1.8161652803883044e-07, + 1.823242428145022e-07, + 1.829765352567847e-07, + 1.836197753846136e-07, + 1.8425539849431516e-07, + 1.8489959074940998e-07, + 1.8558384340394696e-07, + 1.8626928977028e-07, + 1.86889522524325e-07, + 1.874834936188563e-07, + 1.8819747538145748e-07, + 1.8881351593336149e-07, + 1.8931490330942324e-07, + 1.8975079285610263e-07, + 1.9017015517874825e-07, + 1.9069292989115638e-07, + 1.9121088712381606e-07, + 1.917423588793099e-07, + 1.9235825732266676e-07, + 1.9304100362660392e-07, + 1.9380692606318917e-07, + 1.946396679386453e-07, + 1.9542497398106207e-07, + 1.9614812174495455e-07, + 1.9677764839798328e-07, + 1.973677115074679e-07, + 1.9793610306351184e-07, + 1.9841110088236746e-07, + 1.98891541458579e-07, + 1.9936895512273622e-07, + 1.9986067911759164e-07, + 2.003268235739597e-07, + 2.007730870445812e-07, + 2.0124562638557109e-07, + 2.017166877976706e-07, + 2.0218217855472176e-07, + 2.0266959666059847e-07, + 2.031259924706319e-07, + 2.0363992803140718e-07, + 2.04078190790824e-07, + 2.0450853810416447e-07, + 2.0500193897987629e-07, + 2.0547818735394685e-07, + 2.059514230268178e-07, + 2.0636791475681093e-07, + 2.067473303668521e-07, + 2.0714618642614369e-07, + 2.075016141134256e-07, + 2.078459857557391e-07, + 2.081654173480274e-07, + 2.0851490489803837e-07, + 2.0891172880510567e-07, + 2.0932897371039871e-07, + 2.0972973402422213e-07, + 2.1012010620324872e-07, + 2.1050760778962285e-07, + 2.1087187462853763e-07, + 2.1121701365700574e-07, + 2.1152774820620834e-07, + 2.118288051633499e-07, + 2.1210593104115105e-07, + 2.1234558289506822e-07, + 2.1258482263419864e-07, + 2.1282228601648967e-07, + 2.1305977782049013e-07, + 2.1331058519535873e-07, + 2.1358906110435782e-07, + 2.1386632909070613e-07, + 2.141459845006466e-07, + 2.144367243772649e-07, + 2.1473682920714054e-07, + 2.150338644923977e-07, + 2.1529348259718972e-07, + 2.1549544726440217e-07, + 2.1569107389041164e-07, + 2.1584216369774367e-07, + 2.1597395516437246e-07, + 2.1611180045510991e-07, + 2.1624587986934785e-07, + 2.1638543046265113e-07, + 2.1652444104347524e-07, + 2.1666738803105545e-07, + 2.1681860573607992e-07, + 2.169656312389634e-07, + 2.1712158115860802e-07, + 2.172657076471296e-07, + 2.174201370053197e-07, + 2.1756271451067732e-07, + 2.1768921953935205e-07, + 2.1782460635222378e-07, + 2.1793746896037192e-07, + 2.1804977734518616e-07, + 2.1814473427639314e-07, + 2.1824139651016594e-07, + 2.1833281493854884e-07, + 2.1841444208803296e-07, + 2.1849136544460634e-07, + 2.1856359921912372e-07, + 2.186397694003972e-07, + 2.1873189837151585e-07, + 2.1883619183427072e-07, + 2.1894298640745546e-07, + 2.190482888408951e-07, + 2.1914986803039938e-07, + 2.192582400084575e-07, + 2.193620076695879e-07, + 2.194583714754117e-07, + 2.1953771067728667e-07, + 2.1961166396522458e-07, + 2.1968884311718284e-07, + 2.1975949948682683e-07, + 2.1982216935612087e-07, + 2.1987776221976674e-07, + 2.1993790255692147e-07, + 2.2001115951297834e-07, + 2.200960125264828e-07, + 2.2018316769845114e-07, + 2.2026830492904992e-07, + 2.203455125027176e-07, + 2.2041938052552723e-07, + 2.204840399144814e-07, + 2.2054248915992503e-07, + 2.2059306559185643e-07, + 2.2064608629079885e-07, + 2.2069552585435304e-07, + 2.20745775436626e-07, + 2.2079483130710287e-07, + 2.2083888495672e-07, + 2.208781495482981e-07, + 2.209180678391931e-07, + 2.2095775875641266e-07, + 2.209982739032057e-07, + 2.2103770902504039e-07, + 2.2107101926849282e-07, + 2.211052105849376e-07, + 2.211381087136033e-07, + 2.2116586251286208e-07, + 2.2118931042314216e-07, + 2.212110388200017e-07, + 2.2123292353626312e-07, + 2.2125306031739456e-07, + 2.2126923227006046e-07, + 2.2128493526452075e-07, + 2.213011498497508e-07, + 2.2131553123472258e-07, + 2.2132898891413788e-07, + 2.2134240396098903e-07, + 2.213548100371554e-07, + 2.2136606503408984e-07, + 2.2137548683076602e-07, + 2.2138212329991802e-07, + 2.2138718236419663e-07, + 2.213905077042e-07, + 2.2139251143471483e-07, + 2.213933214534336e-07, + 2.2139290933864686e-07, + 2.2139111877095274e-07, + 2.2138756605727394e-07, + 2.2138273436667077e-07, + 2.2137682265110925e-07, + 2.2136913457870833e-07, + 2.2135888855245867e-07, + 2.213479746160374e-07, + 2.2133637855858979e-07, + 2.213216134805407e-07, + 2.2130350885163352e-07, + 2.2128446630631515e-07, + 2.2126491217022703e-07, + 2.2124453380456544e-07, + 2.2122175380445697e-07, + 2.2119979803392198e-07, + 2.211769185578305e-07, + 2.2115304432190896e-07, + 2.2112925535111572e-07, + 2.2110454267476598e-07, + 2.2107627728473744e-07, + 2.2104607921846764e-07, + 2.2101502850091492e-07, + 2.2098232932421524e-07, + 2.2094248208759382e-07, + 2.2089948004122562e-07, + 2.2085994544340792e-07, + 2.2082537043388584e-07, + 2.2078702954786422e-07, + 2.207520424235554e-07, + 2.2072626393310202e-07, + 2.2069629324050766e-07, + 2.2066326721414953e-07, + 2.206283795658237e-07, + 2.2058642912270443e-07, + 2.2054449289043987e-07, + 2.204990039444965e-07, + 2.2045146863547416e-07, + 2.2040704550363444e-07, + 2.2036141444914392e-07, + 2.2031713342585135e-07, + 2.2027430190973973e-07, + 2.2022797452336818e-07, + 2.2017933076767804e-07, + 2.2013443867763272e-07, + 2.2008732969425182e-07, + 2.2003698063599586e-07, + 2.1998356203312142e-07, + 2.199392383772647e-07, + 2.1989787057918875e-07, + 2.1985265163948498e-07, + 2.198073474346529e-07, + 2.1976401853862626e-07, + 2.1971705166379252e-07, + 2.1966788210647792e-07, + 2.1961307083984138e-07, + 2.1955146678465098e-07, + 2.1948646633518365e-07, + 2.1942096850580128e-07, + 2.1935493066393974e-07, + 2.1929007232301956e-07, + 2.19221391262181e-07, + 2.1915610659561935e-07, + 2.1910160796778655e-07, + 2.1904381242165982e-07, + 2.1897633928347204e-07, + 2.189146925957175e-07, + 2.188606629260903e-07, + 2.1881020018099662e-07, + 2.1875212041777559e-07, + 2.186880152521553e-07, + 2.1861968946268462e-07, + 2.1856075704818068e-07, + 2.1849317022315518e-07, + 2.1843020192591212e-07, + 2.1836822838849912e-07, + 2.1830673802014644e-07, + 2.1825118778906472e-07, + 2.1818523521233146e-07, + 2.1811256090131792e-07, + 2.1804014238568925e-07, + 2.1795435145577358e-07, + 2.1785507442473317e-07, + 2.1775875325147354e-07, + 2.1765586666333547e-07, + 2.1755789703092887e-07, + 2.1746767231434205e-07, + 2.1738010502758698e-07, + 2.1729582044827112e-07, + 2.1721228904425516e-07, + 2.1713279352297832e-07, + 2.170553727864899e-07, + 2.1698411956094787e-07, + 2.1690129869966768e-07, + 2.1681553619146143e-07, + 2.167340937830886e-07, + 2.1664438065727154e-07, + 2.1655203852333216e-07, + 2.164603785104191e-07, + 2.1635349867210607e-07, + 2.1624997259550582e-07, + 2.1613612943838234e-07, + 2.1601881883270835e-07, + 2.1590830101558822e-07, + 2.1579018039119546e-07, + 2.156725145141536e-07, + 2.155567102590794e-07, + 2.1545888273521996e-07, + 2.1536266103794333e-07, + 2.1527306159896398e-07, + 2.1518776804896333e-07, + 2.150946301071599e-07, + 2.1500240166005824e-07, + 2.1491575807885965e-07, + 2.1481919532106986e-07, + 2.147267821328569e-07, + 2.1462643928771286e-07, + 2.1453996623677085e-07, + 2.144651318758406e-07, + 2.1438583530652977e-07, + 2.1430690821944154e-07, + 2.1423144858090382e-07, + 2.1416641970972705e-07, + 2.141018740076106e-07, + 2.14028105460784e-07, + 2.1396115812422067e-07, + 2.1388231630226073e-07, + 2.138005896767936e-07, + 2.13715694030725e-07, + 2.136267056584984e-07, + 2.1355057810978906e-07, + 2.1345942968764575e-07, + 2.1336980182695697e-07, + 2.1327470278720284e-07, + 2.1316751031008607e-07, + 2.130625489371596e-07, + 2.129396250438731e-07, + 2.1282438922298752e-07, + 2.1271627304031426e-07, + 2.126159017734608e-07, + 2.1251534576549602e-07, + 2.1242654213438072e-07, + 2.1234100699984992e-07, + 2.1225757507181697e-07, + 2.1216834511506022e-07, + 2.1206965072906314e-07, + 2.1196899524511537e-07, + 2.1185111620525277e-07, + 2.117300823556434e-07, + 2.1160508367756847e-07, + 2.114726385116228e-07, + 2.113534662839811e-07, + 2.1124597537891532e-07, + 2.111408861082964e-07, + 2.1104033010033163e-07, + 2.1093835300689534e-07, + 2.1083963019918883e-07, + 2.1073211087241361e-07, + 2.106215930552935e-07, + 2.1052571241853002e-07, + 2.1043817355348438e-07, + 2.1034188080193417e-07, + 2.102445932905539e-07, + 2.1015647178046493e-07, + 2.1007274142448296e-07, + 2.0998679417516541e-07, + 2.0989925531011977e-07, + 2.0981129011943267e-07, + 2.0972412073660962e-07, + 2.096370650406243e-07, + 2.0954351498403412e-07, + 2.0944644063547457e-07, + 2.0934675148964743e-07, + 2.0924051113979658e-07, + 2.0912473530643183e-07, + 2.0901690334085288e-07, + 2.0892106533665356e-07, + 2.0882748685835395e-07, + 2.0873730477433128e-07, + 2.0865032013261953e-07, + 2.0856333549090778e-07, + 2.084749297637245e-07, + 2.083856571744036e-07, + 2.0829547509038093e-07, + 2.081930006170296e-07, + 2.0810574596907827e-07, + 2.0802764311156352e-07, + 2.0794745125840564e-07, + 2.0784951004770846e-07, + 2.0775031828179635e-07, + 2.0765499186836678e-07, + 2.0755771856784122e-07, + 2.0745950735090446e-07, + 2.0736284511713166e-07, + 2.0727480887217098e-07, + 2.07186587886099e-07, + 2.0709572368105e-07, + 2.069943860760759e-07, + 2.0689178370503214e-07, + 2.0678167800269875e-07, + 2.066688864488242e-07, + 2.065547448637517e-07, + 2.0644328913022036e-07, + 2.0634344366499136e-07, + 2.062430013438643e-07, + 2.0615846096916357e-07, + 2.0606542250334314e-07, + 2.0596748129264597e-07, + 2.0587694393725542e-07, + 2.0577327575210802e-07, + 2.0566713487824018e-07, + 2.055466694628194e-07, + 2.0542910306176054e-07, + 2.0531419409053342e-07, + 2.051843210892912e-07, + 2.050481242577007e-07, + 2.0491890495577536e-07, + 2.047859197773505e-07, + 2.0465253669499361e-07, + 2.0451022919587558e-07, + 2.043817062258313e-07, + 2.0424940316843276e-07, + 2.041163327248796e-07, + 2.0398425704115652e-07, + 2.038437401097326e-07, + 2.037015462974523e-07, + 2.0356819163680484e-07, + 2.0342916684512602e-07, + 2.033028465575626e-07, + 2.0319350824138382e-07, + 2.030983239365014e-07, + 2.0301757786000962e-07, + 2.0292965530188667e-07, + 2.028428411904315e-07, + 2.0274167411571398e-07, + 2.0264052125185117e-07, + 2.0252355170669034e-07, + 2.0242291043359728e-07, + 2.0233017039572587e-07, + 2.0223674823682813e-07, + 2.0215223628383683e-07, + 2.0207093598401116e-07, + 2.0197700223434367e-07, + 2.0186683968859143e-07, + 2.017410025700883e-07, + 2.01611882744146e-07, + 2.0148584667367686e-07, + 2.0136901923706318e-07, + 2.0125794719660917e-07, + 2.0115632537454076e-07, + 2.0106516274154274e-07, + 2.0097479591640877e-07, + 2.0088080532332242e-07, + 2.0076362261534086e-07, + 2.0065404271463194e-07, + 2.0051493265782483e-07, + 2.0037060721733724e-07, + 2.002305450332642e-07, + 2.000769541155023e-07, + 1.9992819488834357e-07, + 1.9978337206794095e-07, + 1.9964616626566567e-07, + 1.9951302476783894e-07, + 1.9936953776777955e-07, + 1.992445106679952e-07, + 1.9911641402359237e-07, + 1.9899133008038916e-07, + 1.988642281958164e-07, + 1.9874613599313307e-07, + 1.9862552846916515e-07, + 1.9850762100759312e-07, + 1.9838424236695573e-07, + 1.982565152047755e-07, + 1.981415493901295e-07, + 1.9802078554675973e-07, + 1.979041002186932e-07, + 1.9777684201471857e-07, + 1.9765978720442945e-07, + 1.9752928892557975e-07, + 1.9739329104595527e-07, + 1.9725808897419483e-07, + 1.971282159729526e-07, + 1.9699577080700692e-07, + 1.9685829499849206e-07, + 1.9673257156682666e-07, + 1.9660156169720722e-07, + 1.9645624149688956e-07, + 1.9630059000519395e-07, + 1.9615232815795025e-07, + 1.9601961298576498e-07, + 1.9589730015923124e-07, + 1.9577601051423699e-07, + 1.9566753906019585e-07, + 1.955684041377026e-07, + 1.954553852101526e-07, + 1.9534176942670456e-07, + 1.9522714467257174e-07, + 1.9511563209562155e-07, + 1.9501261760979105e-07, + 1.9491349689815252e-07, + 1.948196199919039e-07, + 1.9473169743378094e-07, + 1.9462909506273718e-07, + 1.945238636835711e-07, + 1.9441891652149934e-07, + 1.9431300302130694e-07, + 1.9419961461153434e-07, + 1.9409091578381776e-07, + 1.9398922290747578e-07, + 1.938867058015603e-07, + 1.93784330804192e-07, + 1.936810321012672e-07, + 1.9358645886313752e-07, + 1.9349214142039273e-07, + 1.9340313883731142e-07, + 1.9330747136336868e-07, + 1.9320516742027394e-07, + 1.9309533172418014e-07, + 1.9298360598440922e-07, + 1.9286714803001814e-07, + 1.9274050089279626e-07, + 1.925995718465856e-07, + 1.9245656801558653e-07, + 1.9232049908168847e-07, + 1.9219079661070282e-07, + 1.9206929380288784e-07, + 1.9195805123217724e-07, + 1.9185881683370098e-07, + 1.9175773502411175e-07, + 1.9165705111845455e-07, + 1.915418437192784e-07, + 1.9142169094266137e-07, + 1.9129858230826358e-07, + 1.911727736114699e-07, + 1.9105412718545267e-07, + 1.90926172649597e-07, + 1.9082115443325165e-07, + 1.9071863732733618e-07, + 1.9061529599184723e-07, + 1.905023339077161e-07, + 1.9038785126213043e-07, + 1.9027062592158472e-07, + 1.9015175212189206e-07, + 1.90035493119467e-07, + 1.8992660955063911e-07, + 1.8981162952513841e-07, + 1.8969875270613556e-07, + 1.8959957515107817e-07, + 1.8950015601149062e-07, + 1.8939621782010363e-07, + 1.8929132750145072e-07, + 1.8919391209237801e-07, + 1.8909464927219233e-07, + 1.8899173426234483e-07, + 1.8886824193486973e-07, + 1.887433285219231e-07, + 1.886194667122254e-07, + 1.8849108585072827e-07, + 1.883709899175301e-07, + 1.882535940467278e-07, + 1.8814436941738677e-07, + 1.8803621060214937e-07, + 1.8793843992170878e-07, + 1.8781923927235766e-07, + 1.8769871701351803e-07, + 1.8756610131731577e-07, + 1.8744223950761807e-07, + 1.8731506656877173e-07, + 1.8718196770350914e-07, + 1.8706224125253357e-07, + 1.869480286131875e-07, + 1.868325796294812e-07, + 1.867205980943254e-07, + 1.8660433909190033e-07, + 1.8648245259100804e-07, + 1.8635263643318467e-07, + 1.862098173432969e-07, + 1.8606841933888063e-07, + 1.8591907746667857e-07, + 1.857665523630203e-07, + 1.8561783576842572e-07, + 1.8547390823187015e-07, + 1.8532847434471478e-07, + 1.851849162903818e-07, + 1.8503415333270823e-07, + 1.8488746889033791e-07, + 1.8474464980045013e-07, + 1.8460970352407458e-07, + 1.8447104821461835e-07, + 1.8434730009175837e-07, + 1.8423928338506812e-07, + 1.8412642077691999e-07, + 1.840173382561261e-07, + 1.8390943523627357e-07, + 1.8380235644599452e-07, + 1.8370229781794478e-07, + 1.8360222497904033e-07, + 1.8349678043705353e-07, + 1.8340293195251434e-07, + 1.832990363936915e-07, + 1.831973293064948e-07, + 1.8309296478946635e-07, + 1.829948672593673e-07, + 1.828944675708044e-07, + 1.827799422926546e-07, + 1.8267135715177574e-07, + 1.825685842504754e-07, + 1.824624007440434e-07, + 1.823511581733328e-07, + 1.82225704747907e-07, + 1.8210891994385747e-07, + 1.8199028772869497e-07, + 1.8186918282481201e-07, + 1.8173534499510424e-07, + 1.8159782655402523e-07, + 1.8146994307244313e-07, + 1.813494208136035e-07, + 1.8122915435014875e-07, + 1.8110146982053266e-07, + 1.8097891540946875e-07, + 1.8086561226482445e-07, + 1.807581497814681e-07, + 1.8065563267555262e-07, + 1.8054655015475873e-07, + 1.8044693206320517e-07, + 1.8035353832601686e-07, + 1.8025687609224406e-07, + 1.801463298534145e-07, + 1.800215443381603e-07, + 1.7989462719469884e-07, + 1.797592403818271e-07, + 1.796199455839087e-07, + 1.7948558195257647e-07, + 1.7935309415406664e-07, + 1.7922151585025858e-07, + 1.7909185601183708e-07, + 1.7897160375923704e-07, + 1.7884688929825643e-07, + 1.7872523017103958e-07, + 1.7859780143680837e-07, + 1.784673315796681e-07, + 1.7834793197835097e-07, + 1.782267986527586e-07, + 1.781137797252086e-07, + 1.7799061424739193e-07, + 1.7788141803976032e-07, + 1.777808051883767e-07, + 1.7767993654160819e-07, + 1.775768510015041e-07, + 1.7746333469403908e-07, + 1.773597801957294e-07, + 1.7725092504861095e-07, + 1.7713070121772034e-07, + 1.7700459409297764e-07, + 1.7688354603251355e-07, + 1.7676597963145468e-07, + 1.766520512092029e-07, + 1.7653665906891547e-07, + 1.764159094364004e-07, + 1.7629861304158112e-07, + 1.761781049935962e-07, + 1.7604490665235062e-07, + 1.758998990908367e-07, + 1.7575375466094556e-07, + 1.7562143739269231e-07, + 1.7549351127854607e-07, + 1.7536882523927488e-07, + 1.752400180521363e-07, + 1.7511688099602907e-07, + 1.750047289306167e-07, + 1.7489112735802337e-07, + 1.747778526350885e-07, + 1.746708306882283e-07, + 1.7456868306453543e-07, + 1.7447230504785693e-07, + 1.7438114241485891e-07, + 1.7428675391784054e-07, + 1.741920101494543e-07, + 1.740940547279024e-07, + 1.7400152785285172e-07, + 1.7390875939327088e-07, + 1.738157635600146e-07, + 1.7371795024700987e-07, + 1.7360649451347854e-07, + 1.7350085101952573e-07, + 1.733845351736818e-07, + 1.7326888723800948e-07, + 1.7314408751190058e-07, + 1.7301751142895228e-07, + 1.7289080744831153e-07, + 1.7277763220135967e-07, + 1.7266606278099061e-07, + 1.725644409589222e-07, + 1.7247442940515612e-07, + 1.7238377836292784e-07, + 1.722867040143683e-07, + 1.7218235370819457e-07, + 1.7208307667715417e-07, + 1.719702709124249e-07, + 1.7184957812332868e-07, + 1.7173093169731146e-07, + 1.716197175483103e-07, + 1.715196162876964e-07, + 1.7141829289357702e-07, + 1.7132458651758498e-07, + 1.712304822376609e-07, + 1.7113573846927466e-07, + 1.710326671400253e-07, + 1.709274215500045e-07, + 1.7082568604109838e-07, + 1.707277448304012e-07, + 1.706163175185793e-07, + 1.70502815421969e-07, + 1.7038922806023038e-07, + 1.7028023080456478e-07, + 1.7017671893881925e-07, + 1.700655332115275e-07, + 1.6994921736568358e-07, + 1.6983810269266542e-07, + 1.6972454375263624e-07, + 1.696108284932052e-07, + 1.6948382608461543e-07, + 1.693446876060989e-07, + 1.6921210033160605e-07, + 1.6908256839087699e-07, + 1.6896203192118264e-07, + 1.6884129649952229e-07, + 1.6872803598744213e-07, + 1.6861289964253956e-07, + 1.6850482609243045e-07, + 1.6840084526847932e-07, + 1.6829166327170242e-07, + 1.681869576941608e-07, + 1.680805610249081e-07, + 1.6797794444300962e-07, + 1.6786638923349528e-07, + 1.6774802702457237e-07, + 1.6762268728598428e-07, + 1.6749251585679303e-07, + 1.673571290439213e-07, + 1.6721872952984995e-07, + 1.670902491923698e-07, + 1.6696799320925493e-07, + 1.668470019922097e-07, + 1.6673217828611087e-07, + 1.666238773623263e-07, + 1.66523847155986e-07, + 1.6643221556478238e-07, + 1.6634284349947848e-07 + ] + ], + "training_efficiencies": [ + [ + 0.0078125, + 0.006318449042737484, + 0.0057152011431753635, + 0.005341367796063423, + 0.005153256468474865, + 0.004838606342673302, + 0.004648793023079634, + 0.004532075021415949, + 0.004495655186474323, + 0.004320531617850065, + 0.004192691296339035, + 0.0041264938190579414, + 0.004330274183303118, + 0.004521732218563557, + 0.004867504816502333, + 0.005454523954540491, + 0.006365948356688023, + 0.00824439711868763, + 0.011607038788497448, + 0.017512714490294456, + 0.027262749150395393, + 0.074039027094841, + -0.12878349423408508, + -0.03141115605831146, + -0.01752377115190029, + -0.011386053636670113, + -0.007544633932411671, + -0.0056151458993554115, + -0.004425171762704849, + -0.003552432870492339, + -0.002842862159013748, + -0.002336729085072875, + -0.0020181264262646437, + -0.0017848630668595433, + -0.0016370299272239208, + -0.0014696491416543722, + -0.0013259754050523043, + -0.001240065903402865, + -0.0011761072091758251, + -0.001107372110709548, + -0.0010566184064373374, + -0.0009945075726136565, + -0.0009443274466320872, + -0.000911208800971508, + -0.000871023687068373, + -0.0008371804724447429, + -0.0007977927452884614, + -0.000764878757763654, + -0.0007402125629596412, + -0.0007112741004675627, + -0.0006790008628740907, + -0.0006386787863448262, + -0.000601506675593555, + -0.0005661235190927982, + -0.000531244499143213, + -0.0004981753299944103, + -0.0004643276915885508, + -0.00043417877168394625, + -0.00040729038300924003, + -0.000386409810744226, + -0.00036846514558419585, + -0.00034904206404462457, + -0.00033186262589879334, + -0.0003170234558638185, + -0.00030246266396716237, + -0.0002881486143451184, + -0.0002747067774180323, + -0.0002633677504491061, + -0.0002551469369791448, + -0.000248659955104813, + -0.00024196950835175812, + -0.00023444132239092141, + -0.00022848685330245644, + -0.00022341239673551172, + -0.00021835546067450196, + -0.0002127419866155833, + -0.00020556621893774718, + -0.0001986040297197178, + -0.00019239036191720515, + -0.0001873282017186284, + -0.00018253577582072467, + -0.0001777784782461822, + -0.00017250937526114285, + -0.0001684531889623031, + -0.00016360536392312497, + -0.0001594102941453457, + -0.00015518329746555537, + -0.00015015542157925665, + -0.00014559032570105046, + -0.00014090303739067167, + -0.00013629777822643518, + -0.0001320278679486364, + -0.00012793540372513235, + -0.00012378762767184526, + -0.00011970811465289444, + -0.00011646661732811481, + -0.00011343518417561427, + -0.0001110643643187359, + -0.00010886898235185072, + -0.00010687278700061142, + -0.0001052609586622566, + -0.00010330430814065039, + -0.00010166524589294568, + -9.991291153710335e-05, + -9.832072828430682e-05, + -9.649439016357064e-05, + -9.457107080379501e-05, + -9.246053377864882e-05, + -9.0664645540528e-05, + -8.834723848849535e-05, + -8.605507900938392e-05, + -8.36819235701114e-05, + -8.128050831146538e-05, + -7.927868864499032e-05, + -7.773663674015552e-05, + -7.604131678817794e-05, + -7.458130858140066e-05, + -7.309322245419025e-05, + -7.144094706745818e-05, + -6.986419612076133e-05, + -6.820159615017474e-05, + -6.662154191872105e-05, + -6.519691669382155e-05, + -6.384536391124129e-05, + -6.255917105590925e-05, + -6.152738205855712e-05, + -6.061974636395462e-05, + -5.959499685559422e-05, + -5.857814539922401e-05, + -5.76560378249269e-05, + -5.6892880820669234e-05, + -5.628931467072107e-05, + -5.5575641454197466e-05, + -5.495905134011991e-05, + -5.4337113397195935e-05, + -5.3784191550221294e-05, + -5.3053252486279234e-05, + -5.22449663549196e-05, + -5.12838814756833e-05, + -5.0384329369990155e-05, + -4.9412064981879666e-05, + -4.8545844038017094e-05, + -4.767921200254932e-05, + -4.699048804468475e-05, + -4.6490062231896445e-05, + -4.603325214702636e-05, + -4.575252751237713e-05, + -4.54867331427522e-05, + -4.527521741692908e-05, + -4.494684253586456e-05, + -4.4468783016782254e-05, + -4.394013012642972e-05, + -4.329550938564353e-05, + -4.252492362866178e-05, + -4.175873618805781e-05, + -4.095828626304865e-05, + -4.021315908175893e-05, + -3.948682206100784e-05, + -3.8731101085431874e-05, + -3.808355540968478e-05, + -3.7576694012386724e-05, + -3.715314596774988e-05, + -3.676115011330694e-05, + -3.629227285273373e-05, + -3.587344690458849e-05, + -3.548203676473349e-05, + -3.512368493829854e-05, + -3.475429548416287e-05, + -3.435999678913504e-05, + -3.402370566618629e-05, + -3.3799511584220454e-05, + -3.3581076422706246e-05, + -3.3175561839016154e-05, + -3.267794818384573e-05, + -3.220216240151785e-05, + -3.174985613441095e-05, + -3.1254701752914116e-05, + -3.0767339922022074e-05, + -3.0386907383217476e-05, + -3.0058594347792678e-05, + -2.9823924705851823e-05, + -2.9438002457027324e-05, + -2.910566036007367e-05, + -2.8655755158979446e-05, + -2.8195223421789706e-05, + -2.7672695068758912e-05, + -2.714876245590858e-05, + -2.66057722910773e-05, + -2.6100709874299355e-05, + -2.5523384465486743e-05, + -2.4924827812355943e-05, + -2.4326735001523048e-05, + -2.372342351009138e-05, + -2.3125325242290273e-05, + -2.2477885067928582e-05, + -2.1862866560695693e-05, + -2.133554153260775e-05, + -2.0796136595890857e-05, + -2.0280052922316827e-05, + -1.9786029952229e-05, + -1.9283183064544573e-05, + -1.8834296497516334e-05, + -1.845478982431814e-05, + -1.8043927411781624e-05, + -1.772188625182025e-05, + -1.7415157344657928e-05, + -1.715512371447403e-05, + -1.6911000784602948e-05, + -1.6704088920960203e-05, + -1.6478703400935046e-05, + -1.6265423255390488e-05, + -1.6079247870948166e-05, + -1.5906696717138402e-05, + -1.57284830493154e-05, + -1.5492483726120554e-05, + -1.5231784345814958e-05, + -1.4960574844735675e-05, + -1.4663470210507512e-05, + -1.438009348930791e-05, + -1.4115091289568227e-05, + -1.3825722817273345e-05, + -1.355901167698903e-05, + -1.3288257832755335e-05, + -1.3049903827777598e-05, + -1.2804675861843862e-05, + -1.2538254850369412e-05, + -1.2255118235771079e-05, + -1.1963041288254317e-05, + -1.1679570889100432e-05, + -1.1409270882722922e-05, + -1.1156256732647307e-05, + -1.0884951734624337e-05, + -1.0655752703314647e-05, + -1.044712644215906e-05, + -1.0283939445798751e-05, + -1.013126802718034e-05, + -9.92209606920369e-06, + -9.701729140942916e-06, + -9.491559467278421e-06, + -9.27008568396559e-06, + -9.018301170726772e-06, + -8.781656106293667e-06, + -8.531260391464457e-06, + -8.376422556466423e-06, + -8.231252650148235e-06, + -8.098097168840468e-06, + -7.96911172074033e-06, + -7.830018148524687e-06, + -7.683172043471131e-06, + -7.516774530813564e-06, + -7.331699634960387e-06, + -7.132871360227e-06, + -6.93756055625272e-06, + -6.717407359246863e-06, + -6.500921244878555e-06, + -6.3108454924076796e-06, + -6.135128842288395e-06, + -5.941312338109128e-06, + -5.721612069464754e-06, + -5.497667189047206e-06, + -5.309019798005465e-06, + -5.11110010847915e-06, + -4.891436674370198e-06, + -4.655212251236662e-06, + -4.429029559105402e-06, + -4.235459527990315e-06, + -4.0377276491199154e-06, + -3.821549853455508e-06, + -3.6186829674988985e-06, + -3.43736996910593e-06, + -3.275458993812208e-06, + -3.130682443952537e-06, + -2.97976725960325e-06, + -2.842186404450331e-06, + -2.7228713861404685e-06, + -2.602763743198011e-06, + -2.4719308839848964e-06, + -2.3386407974612666e-06, + -2.195090473833261e-06, + -2.05568744604534e-06, + -1.91856270248536e-06, + -1.7883839973364957e-06, + -1.6749630731283105e-06, + -1.555487187943072e-06, + -1.4509128050121944e-06, + -1.3521928394766292e-06, + -1.2568528973133652e-06, + -1.1744454013751238e-06, + -1.0704799251470831e-06, + -9.559693125993363e-07, + -8.597245937380649e-07, + -7.580112537652894e-07, + -6.662607461294101e-07, + -5.727004577238404e-07, + -4.802006969839567e-07, + -3.9039153421072115e-07, + -3.110004911377473e-07, + -2.3802327575594973e-07, + -1.653977932392081e-07, + -9.731008532298802e-08, + -4.084071392185251e-08, + -8.744029500462602e-09, + 2.224735240474729e-08, + 5.8555951198968614e-08, + 9.868958983361154e-08, + 1.5422509136442386e-07, + 2.3033639706682152e-07, + 3.156446837238036e-07, + 4.006181200111314e-07, + 4.995169433641422e-07, + 6.035567139406339e-07, + 7.07330912064208e-07, + 8.034371035137156e-07, + 8.815981118459604e-07, + 9.575450121701579e-07, + 1.0203815463682986e-06, + 1.0824988976310124e-06, + 1.1405659279262181e-06, + 1.203256601911562e-06, + 1.2700648994723451e-06, + 1.332120518782176e-06, + 1.4105062291491777e-06, + 1.4925203686289024e-06, + 1.5788051541676396e-06, + 1.6635423207844724e-06, + 1.7371911553709651e-06, + 1.818297391764645e-06, + 1.9015263887922629e-06, + 1.9858091491187224e-06, + 2.071009930659784e-06, + 2.173467464672285e-06, + 2.270685172334197e-06, + 2.3694437913945876e-06, + 2.4708037926757243e-06, + 2.5681431452539982e-06, + 2.665020701897447e-06, + 2.752437239905703e-06, + 2.831652636814397e-06, + 2.913498747147969e-06, + 2.9918494419689523e-06, + 3.0752823931834428e-06, + 3.148747737213853e-06, + 3.22115738526918e-06, + 3.291318080300698e-06, + 3.3551584692759207e-06, + 3.419510221647215e-06, + 3.4885993045463692e-06, + 3.5540863336791517e-06, + 3.6190101582178613e-06, + 3.6890230603603413e-06, + 3.7638180856447434e-06, + 3.834530161839211e-06, + 3.8953580769884866e-06, + 3.957811713917181e-06, + 4.018110757897375e-06, + 4.0821905713528395e-06, + 4.141667432122631e-06, + 4.201738647680031e-06, + 4.261417871020967e-06, + 4.3214322431595065e-06, + 4.374810032459209e-06, + 4.4175358198117465e-06, + 4.457744125829777e-06, + 4.4838079702458344e-06, + 4.509132850216702e-06, + 4.536675987765193e-06, + 4.567134055832867e-06, + 4.600383363140281e-06, + 4.631417141354177e-06, + 4.6638069761684164e-06, + 4.6998743528092746e-06, + 4.736702521768166e-06, + 4.770475698023802e-06, + 4.803847787115956e-06, + 4.838731456402456e-06, + 4.880144842900336e-06, + 4.922568678011885e-06, + 4.9653590394882485e-06, + 5.007860636396799e-06, + 5.050084382673958e-06, + 5.083580617792904e-06, + 5.11606594955083e-06, + 5.148589025338879e-06, + 5.180736479815096e-06, + 5.208296897762921e-06, + 5.236133802100085e-06, + 5.267847882350907e-06, + 5.299260919855442e-06, + 5.32968033439829e-06, + 5.356040674087126e-06, + 5.386040356825106e-06, + 5.418940872914391e-06, + 5.4457491387438495e-06, + 5.471852091432083e-06, + 5.499301551026292e-06, + 5.531253464141628e-06, + 5.564376806432847e-06, + 5.597263225354254e-06, + 5.628794951917371e-06, + 5.6584030971862376e-06, + 5.690072157449322e-06, + 5.71485907130409e-06, + 5.734159003623063e-06, + 5.759813120675972e-06, + 5.785869689134415e-06, + 5.813927145936759e-06, + 5.8374052969156764e-06, + 5.863691058038967e-06, + 5.886607141292188e-06, + 5.901829354115762e-06, + 5.915237125009298e-06, + 5.9293870435794815e-06, + 5.944039912719745e-06, + 5.96458266954869e-06, + 5.985029474686598e-06, + 6.007116553519154e-06, + 6.034881607774878e-06, + 6.063635282771429e-06, + 6.0942461459490005e-06, + 6.124516858108109e-06, + 6.1552309489343315e-06, + 6.1859877860115375e-06, + 6.218636372068431e-06, + 6.247150849958416e-06, + 6.2703561525268015e-06, + 6.2945200625108555e-06, + 6.315558039204916e-06, + 6.336716978694312e-06, + 6.355647201417014e-06, + 6.374560143740382e-06, + 6.397930519597139e-06, + 6.422040769393789e-06, + 6.443349320761627e-06, + 6.466786999226315e-06, + 6.489817224064609e-06, + 6.514198503282387e-06, + 6.535065040225163e-06, + 6.555681920872303e-06, + 6.573533028131351e-06, + 6.585424216609681e-06, + 6.598645541089354e-06, + 6.610492164327297e-06, + 6.624187335546594e-06, + 6.635875706706429e-06, + 6.650456271017902e-06, + 6.6647394305618946e-06, + 6.67994208924938e-06, + 6.696425316476962e-06, + 6.71574889565818e-06, + 6.735984243277926e-06, + 6.755774847988505e-06, + 6.776893314963672e-06, + 6.7957653300254606e-06, + 6.814532753196545e-06, + 6.8348413151397835e-06, + 6.8548401941370685e-06, + 6.877615305711515e-06, + 6.902920631546294e-06, + 6.929152277734829e-06, + 6.954081072763074e-06, + 6.9772268034284934e-06, + 6.999860943324165e-06, + 7.022040335868951e-06, + 7.040985565254232e-06, + 7.058672053972259e-06, + 7.077552254486363e-06, + 7.097477464412805e-06, + 7.117733730410691e-06, + 7.138142791518476e-06, + 7.159795586630935e-06, + 7.182504759839503e-06, + 7.206027021311456e-06, + 7.228186404972803e-06, + 7.2502812145103235e-06, + 7.27469250705326e-06, + 7.298539458133746e-06, + 7.320621989492793e-06, + 7.342870503634913e-06, + 7.364325028902385e-06, + 7.38215385354124e-06, + 7.398439265671186e-06, + 7.416291737172287e-06, + 7.435340194206219e-06, + 7.45246916267206e-06, + 7.4666204454842955e-06, + 7.481072771042818e-06, + 7.4963236329494976e-06, + 7.508466751460219e-06, + 7.5205120992904995e-06, + 7.534484211646486e-06, + 7.548262601630995e-06, + 7.563300187030109e-06, + 7.576655661978293e-06, + 7.5911375461146235e-06, + 7.606087820022367e-06, + 7.620777523698052e-06, + 7.63582738727564e-06, + 7.651207852177322e-06, + 7.667475074413233e-06, + 7.684703632548917e-06, + 7.700839887547772e-06, + 7.716994332440663e-06, + 7.733527127129491e-06, + 7.749518772470765e-06, + 7.765217560518067e-06, + 7.78019784775097e-06, + 7.795468263793737e-06, + 7.811869181750808e-06, + 7.828160050848965e-06, + 7.845264008210506e-06, + 7.86441614764044e-06, + 7.883363650762476e-06, + 7.901096068962943e-06, + 7.918036317278165e-06, + 7.932731932669412e-06, + 7.949332029966172e-06, + 7.962521522131283e-06, + 7.974680556799285e-06, + 7.98659948486602e-06, + 7.999074114195537e-06, + 8.012020771275274e-06, + 8.023018381209113e-06, + 8.034761776798405e-06, + 8.047541086853016e-06, + 8.060696927714162e-06, + 8.0752852227306e-06, + 8.089724360615946e-06, + 8.103534128167666e-06, + 8.11633526609512e-06, + 8.12941652839072e-06, + 8.141679245454725e-06, + 8.152514965331648e-06, + 8.162762242136523e-06, + 8.173500646080356e-06, + 8.184325452020857e-06, + 8.193932444555685e-06, + 8.202639946830459e-06, + 8.21224330138648e-06, + 8.222777978517115e-06, + 8.232620530179702e-06, + 8.242370313382708e-06, + 8.251254257629625e-06, + 8.260871254606172e-06, + 8.269922545878217e-06, + 8.27787062007701e-06, + 8.2845344877569e-06, + 8.292583515867591e-06, + 8.300869922095444e-06, + 8.30856242828304e-06, + 8.315943887282629e-06, + 8.323590918735135e-06, + 8.330978744197637e-06, + 8.338529369211756e-06, + 8.345469723280985e-06, + 8.353118573722895e-06, + 8.360412721231114e-06, + 8.366693691641558e-06, + 8.373074706469197e-06, + 8.379116479773074e-06, + 8.385756700590719e-06, + 8.392355994146783e-06, + 8.398422323807608e-06, + 8.404806067119353e-06, + 8.411729140789248e-06, + 8.41808105178643e-06, + 8.423690815106966e-06, + 8.429748049820773e-06, + 8.437059477728326e-06, + 8.444363629678264e-06, + 8.451601388514973e-06, + 8.459133823635057e-06, + 8.466582585242577e-06, + 8.473933121422306e-06, + 8.480504220642615e-06, + 8.487897503073327e-06, + 8.49509615363786e-06, + 8.50139531394234e-06, + 8.507924576406367e-06, + 8.513290595146827e-06, + 8.51856566441711e-06, + 8.523626092937775e-06, + 8.528962098353077e-06, + 8.534882908861618e-06, + 8.54140853334684e-06, + 8.547642210032791e-06, + 8.5541105363518e-06, + 8.56032329465961e-06, + 8.566236829210538e-06, + 8.57194208947476e-06, + 8.577407243137714e-06, + 8.583503586123697e-06, + 8.58929161040578e-06, + 8.594987775722984e-06, + 8.600853107054718e-06, + 8.606562914792448e-06, + 8.612281817477196e-06, + 8.617320418125018e-06, + 8.622253517387435e-06, + 8.62745764607098e-06, + 8.632648132333998e-06, + 8.63731202116469e-06, + 8.642281500215176e-06, + 8.64731100591598e-06, + 8.652713404444512e-06, + 8.657511898491066e-06, + 8.662234904477373e-06, + 8.667063411849085e-06, + 8.672045623825397e-06, + 8.676769539306406e-06, + 8.681023246026598e-06, + 8.685278771736193e-06, + 8.689615242474247e-06, + 8.693711606611032e-06, + 8.697854354977608e-06, + 8.702098966750782e-06, + 8.706846529094037e-06, + 8.711510417924728e-06, + 8.716080628801137e-06, + 8.720557161723264e-06, + 8.724390681891236e-06, + 8.728037755645346e-06, + 8.731408343010116e-06, + 8.734717084735166e-06, + 8.738368705962785e-06, + 8.74195211508777e-06, + 8.745561899559107e-06, + 8.749071639613248e-06, + 8.751915629545692e-06, + 8.754492228035815e-06, + 8.756686838751193e-06, + 8.758833246247377e-06, + 8.76126068760641e-06, + 8.763769073993899e-06, + 8.766676728555467e-06, + 8.769388841756154e-06, + 8.772299224801827e-06, + 8.775370588409714e-06, + 8.778330993663985e-06, + 8.781112228462007e-06, + 8.783938028500415e-06, + 8.78658738656668e-06, + 8.789153071120381e-06, + 8.791721484158188e-06, + 8.79396975506097e-06, + 8.796391739451792e-06, + 8.798788257990964e-06, + 8.801297553873155e-06, + 8.803902346699033e-06, + 8.806212463241536e-06, + 8.808645361568779e-06, + 8.811120096652303e-06, + 8.813476597424597e-06, + 8.815985893306788e-06, + 8.818599781079683e-06, + 8.821148185234051e-06, + 8.823696589388419e-06, + 8.82596941664815e-06, + 8.828253157844301e-06, + 8.830294973449782e-06, + 8.832144885673188e-06, + 8.834014806780033e-06, + 8.835669177642558e-06, + 8.837329005473293e-06, + 8.838852409098763e-06, + 8.840346708893776e-06, + 8.84165183379082e-06, + 8.84302153281169e-06, + 8.84432483871933e-06, + 8.845589036354795e-06, + 8.846715900290292e-06, + 8.847890967444982e-06, + 8.849109690345358e-06, + 8.850317499309313e-06, + 8.851559869071934e-06, + 8.852926839608699e-06, + 8.854314728523605e-06, + 8.855667147145141e-06, + 8.856899512466043e-06, + 8.857983630150557e-06, + 8.859015906637069e-06, + 8.85998088051565e-06, + 8.860966772772372e-06, + 8.861983587848954e-06, + 8.862994036462624e-06, + 8.864044502843171e-06, + 8.865025847626384e-06, + 8.865939889801666e-06, + 8.866684765962418e-06, + 8.867365067999344e-06, + 8.868094482750166e-06, + 8.868815712048672e-06, + 8.869579687598161e-06, + 8.870325473253615e-06, + 8.871091267792508e-06, + 8.871865247783717e-06, + 8.872535545378923e-06, + 8.873127626429778e-06, + 8.873701517586596e-06, + 8.874248123902362e-06, + 8.874782906787004e-06, + 8.875306775735226e-06, + 8.875830644683447e-06, + 8.876329047780018e-06, + 8.876805623003747e-06, + 8.8772430899553e-06, + 8.877559594111517e-06, + 8.877864274836611e-06, + 8.87810529093258e-06, + 8.878328117134515e-06, + 8.878527296474203e-06, + 8.878731932782102e-06, + 8.878926564648282e-06, + 8.879082997736987e-06, + 8.879247616278008e-06, + 8.879381311999168e-06, + 8.879495908331592e-06, + 8.879588676791172e-06, + 8.879663255356718e-06, + 8.879706911102403e-06, + 8.879723282007035e-06, + 8.879719644028228e-06, + 8.879698725650087e-06, + 8.87965961737791e-06, + 8.879605957190506e-06, + 8.87952592165675e-06, + 8.879404958861414e-06, + 8.879247616278008e-06, + 8.87905389390653e-06, + 8.878834705683403e-06, + 8.87857186171459e-06, + 8.878309017745778e-06, + 8.878047992766369e-06, + 8.877757863956504e-06, + 8.8774486357579e-06, + 8.877143045538105e-06, + 8.87681198946666e-06, + 8.87645273905946e-06, + 8.876061656337697e-06, + 8.8756523837219e-06, + 8.875249477569014e-06, + 8.874786544765811e-06, + 8.874332706909627e-06, + 8.873881597537547e-06, + 8.87345231603831e-06, + 8.872962098394055e-06, + 8.872422768035904e-06, + 8.871900718077086e-06, + 8.871321369952057e-06, + 8.870690180629026e-06, + 8.869993507687468e-06, + 8.86937414179556e-06, + 8.868725672073197e-06, + 8.868116310623009e-06, + 8.867444194038399e-06, + 8.866776624927297e-06, + 8.86608540895395e-06, + 8.865425115800463e-06, + 8.864692063070834e-06, + 8.863928997016046e-06, + 8.8631868493394e-06, + 8.862367394613102e-06, + 8.861542482918594e-06, + 8.860592970449943e-06, + 8.859716217557434e-06, + 8.858878572937101e-06, + 8.857924512994941e-06, + 8.85701592778787e-06, + 8.85599456523778e-06, + 8.854935913404915e-06, + 8.85391182237072e-06, + 8.852883183863014e-06, + 8.85196277522482e-06, + 8.850802259985358e-06, + 8.849634468788281e-06, + 8.84843848325545e-06, + 8.847231583786197e-06, + 8.845965567161329e-06, + 8.84458131622523e-06, + 8.843438990879804e-06, + 8.84230303199729e-06, + 8.841204362397548e-06, + 8.840045666147489e-06, + 8.83893790160073e-06, + 8.837634595693089e-06, + 8.836143933876883e-06, + 8.834625077724922e-06, + 8.833041647449136e-06, + 8.831538252707105e-06, + 8.829963917378336e-06, + 8.828489626466762e-06, + 8.827099009067751e-06, + 8.825788427202497e-06, + 8.824421456665732e-06, + 8.823037205729634e-06, + 8.82164022186771e-06, + 8.820474249660037e-06, + 8.81929554452654e-06, + 8.818113201414235e-06, + 8.816798981570173e-06, + 8.815444743959233e-06, + 8.814187822281383e-06, + 8.812753549136687e-06, + 8.811181942292023e-06, + 8.809616701910272e-06, + 8.808252459857613e-06, + 8.806839105091058e-06, + 8.805351171758957e-06, + 8.803927812550683e-06, + 8.802427146292757e-06, + 8.800696377875283e-06, + 8.798799171927385e-06, + 8.796901056484785e-06, + 8.79507751960773e-06, + 8.793024790065829e-06, + 8.79108119988814e-06, + 8.78951686900109e-06, + 8.787907972873654e-06, + 8.786363650870044e-06, + 8.784822057350539e-06, + 8.783014891378116e-06, + 8.78125774761429e-06, + 8.779382369539235e-06, + 8.77748152561253e-06, + 8.77562524692621e-06, + 8.773825356911402e-06, + 8.772428373049479e-06, + 8.771135071583558e-06, + 8.769701707933564e-06, + 8.768167390371673e-06, + 8.766342943999916e-06, + 8.76459580467781e-06, + 8.762780453253072e-06, + 8.760746823099907e-06, + 8.758710464462638e-06, + 8.756727766012773e-06, + 8.754865120863542e-06, + 8.753039764997084e-06, + 8.751151653996203e-06, + 8.749266271479428e-06, + 8.747227184358053e-06, + 8.745328159420751e-06, + 8.743114449316636e-06, + 8.740876182855573e-06, + 8.738775250094477e-06, + 8.736913514439948e-06, + 8.73507269716356e-06, + 8.733066351851448e-06, + 8.73141016199952e-06, + 8.7297066784231e-06, + 8.727847671252675e-06, + 8.725592124392278e-06, + 8.723264727450442e-06, + 8.721022823010571e-06, + 8.718763638171367e-06, + 8.716431693756022e-06, + 8.714446266822051e-06, + 8.712405360711273e-06, + 8.710397196409758e-06, + 8.708461791684385e-06, + 8.706387234269641e-06, + 8.704329957254231e-06, + 8.702001650817692e-06, + 8.699911631993018e-06, + 8.698033525433857e-06, + 8.696104487171397e-06, + 8.694225471117534e-06, + 8.692501069162972e-06, + 8.69063296704553e-06, + 8.688500201969873e-06, + 8.686552064318676e-06, + 8.684570275363512e-06, + 8.682542102178559e-06, + 8.680242899572477e-06, + 8.678068297740538e-06, + 8.675567187310662e-06, + 8.673026059113909e-06, + 8.670212082506623e-06, + 8.667485417390708e-06, + 8.664932465762831e-06, + 8.662186701258179e-06, + 8.659732884552795e-06, + 8.65725269250106e-06, + 8.6548106992268e-06, + 8.652452379465103e-06, + 8.649900337331928e-06, + 8.6477311924682e-06, + 8.645580237498507e-06, + 8.643378350825515e-06, + 8.641096428618766e-06, + 8.638644430902787e-06, + 8.636240636406e-06, + 8.63392688188469e-06, + 8.631604941911064e-06, + 8.62963770487113e-06, + 8.627568604424596e-06, + 8.625511327409185e-06, + 8.623433132015634e-06, + 8.621264896646608e-06, + 8.61891112435842e-06, + 8.616552804596722e-06, + 8.614208127255552e-06, + 8.612149031250738e-06, + 8.609950782556552e-06, + 8.607918971392792e-06, + 8.6059226305224e-06, + 8.604365575592965e-06, + 8.602912203059532e-06, + 8.601696208643261e-06, + 8.600345609011129e-06, + 8.599117791163735e-06, + 8.597710802860092e-06, + 8.59609372128034e-06, + 8.594105565862264e-06, + 8.592031917942222e-06, + 8.58958901517326e-06, + 8.587063348386437e-06, + 8.584506758779753e-06, + 8.582031114201527e-06, + 8.579941095376853e-06, + 8.577681001042947e-06, + 8.575733772886451e-06, + 8.573652849008795e-06, + 8.571455509809311e-06, + 8.56921815284295e-06, + 8.566831638745498e-06, + 8.564572453906294e-06, + 8.562034054193646e-06, + 8.559770321880933e-06, + 8.55745020089671e-06, + 8.554964551876765e-06, + 8.552559847885277e-06, + 8.550310667487793e-06, + 8.548133337171748e-06, + 8.545712262275629e-06, + 8.543212061340455e-06, + 8.54109111969592e-06, + 8.538801012036856e-06, + 8.536452696716879e-06, + 8.534033440810163e-06, + 8.531764251529239e-06, + 8.52950779517414e-06, + 8.527038517058827e-06, + 8.524491022399161e-06, + 8.521819836460054e-06, + 8.518994036421645e-06, + 8.516276466252748e-06, + 8.513796274201013e-06, + 8.511498890584335e-06, + 8.509099643561058e-06, + 8.506729500368237e-06, + 8.504288416588679e-06, + 8.501632692059502e-06, + 8.498653187416494e-06, + 8.495748261339031e-06, + 8.492908818880096e-06, + 8.4900384536013e-06, + 8.487420927849598e-06, + 8.484659701935016e-06, + 8.481878467136994e-06, + 8.478864401695319e-06, + 8.476041330141015e-06, + 8.473246452922467e-06, + 8.470131433568895e-06, + 8.46738930704305e-06, + 8.464893653581385e-06, + 8.46258262754418e-06, + 8.460116987407673e-06, + 8.45732483867323e-06, + 8.454808266833425e-06, + 8.452049769402947e-06, + 8.449068445770536e-06, + 8.446132596873213e-06, + 8.443149454251397e-06, + 8.440443707513623e-06, + 8.437428732577246e-06, + 8.434179108007811e-06, + 8.430973139184061e-06, + 8.427661668974906e-06, + 8.42444205773063e-06, + 8.421201528108213e-06, + 8.418114703090396e-06, + 8.41520341055002e-06, + 8.412223905907013e-06, + 8.409469046455342e-06, + 8.406650522374548e-06, + 8.403572792303748e-06, + 8.400481419812422e-06, + 8.39768472360447e-06, + 8.395012628170662e-06, + 8.392352356167976e-06, + 8.389447430090513e-06, + 8.386893568967935e-06, + 8.384393368032761e-06, + 8.381553016079124e-06, + 8.378477104997728e-06, + 8.375278412131593e-06, + 8.372217052965425e-06, + 8.369032002519816e-06, + 8.365803296328522e-06, + 8.362607331946492e-06 + ], + [ + 0.0078125, + 0.006830273661762476, + 0.006028273608535528, + 0.005318496376276016, + 0.0048399255611002445, + 0.004573156125843525, + 0.004565464798361063, + 0.004487954080104828, + 0.004831025842577219, + 0.0051583158783614635, + 0.005360295530408621, + 0.0058326865546405315, + 0.006753852590918541, + 0.008037535473704338, + 0.00942191667854786, + 0.011069970205426216, + 0.014225398190319538, + 0.028670361265540123, + 2.8817930221557617, + -0.03866748884320259, + -0.018225055187940598, + -0.010357716120779514, + -0.0065474738366901875, + -0.004702880047261715, + -0.0037490346003323793, + -0.00307275983504951, + -0.0025219384115189314, + -0.002106224186718464, + -0.0017783351941034198, + -0.001521113677881658, + -0.0013227553572505713, + -0.0011371225118637085, + -0.0009840464917942882, + -0.0008507933234795928, + -0.0007294107927009463, + -0.0006222793599590659, + -0.0005276466836221516, + -0.0004548915312625468, + -0.0003982811758760363, + -0.00035585821024142206, + -0.0003229645953979343, + -0.0002960697456728667, + -0.00028077297611162066, + -0.0002643139159772545, + -0.00024995370768010616, + -0.00023537245579063892, + -0.00022133033780846745, + -0.0002084269217448309, + -0.00019541043729986995, + -0.00018265553808305413, + -0.00016989547293633223, + -0.00015764051931910217, + -0.0001458417100366205, + -0.0001328440266661346, + -0.0001208238973049447, + -0.00011001800157828256, + -9.991659317165613e-05, + -9.150785626843572e-05, + -8.264304051408544e-05, + -7.494044984923676e-05, + -7.005647785263136e-05, + -6.625369860557839e-05, + -6.30800859653391e-05, + -5.8914985856972635e-05, + -5.444638736662455e-05, + -4.965142943547107e-05, + -4.526318298303522e-05, + -4.1043276723939925e-05, + -3.682074384414591e-05, + -3.18178535962943e-05, + -2.7093263270216994e-05, + -2.2227541194297373e-05, + -1.7991209460888058e-05, + -1.4179223398969043e-05, + -1.0753949027275667e-05, + -7.706057658651844e-06, + -4.678026471083285e-06, + -2.0489007965807104e-06, + 2.0543265577543934e-07, + 1.9939432149840286e-06, + 3.6342685234558303e-06, + 5.12635142513318e-06, + 6.5976946643786505e-06, + 7.882744284870569e-06, + 8.904326932679396e-06, + 9.869243513094261e-06, + 1.1030783753085416e-05, + 1.2067761417711154e-05, + 1.2943816727783997e-05, + 1.3993581887916662e-05, + 1.4888199075357988e-05, + 1.578489718667697e-05, + 1.6601661627646536e-05, + 1.737777165544685e-05, + 1.8074511899612844e-05, + 1.870097366918344e-05, + 1.9158194845658727e-05, + 1.9660574253066443e-05, + 2.0046152712893672e-05, + 2.038878301391378e-05, + 2.0682948161265813e-05, + 2.101172140100971e-05, + 2.137148294423241e-05, + 2.1773959815618582e-05, + 2.232034421467688e-05, + 2.2888252715347335e-05, + 2.3440532459062524e-05, + 2.3971053451532498e-05, + 2.4490607756888494e-05, + 2.495509215805214e-05, + 2.5398427169420756e-05, + 2.5847004508250393e-05, + 2.6195890313829295e-05, + 2.6541330953477882e-05, + 2.6895731934928335e-05, + 2.7287962439004332e-05, + 2.7678261176333763e-05, + 2.8051683329977095e-05, + 2.8353510060696863e-05, + 2.859202868421562e-05, + 2.880328247556463e-05, + 2.8976593966945074e-05, + 2.9121965781087056e-05, + 2.9257693313411437e-05, + 2.935369047918357e-05, + 2.9468406864907593e-05, + 2.955442323582247e-05, + 2.96256421279395e-05, + 2.970750574604608e-05, + 2.9802529752487317e-05, + 2.9881053706048988e-05, + 2.998318086611107e-05, + 3.0091912776697427e-05, + 3.0216737286536954e-05, + 3.0347278880071826e-05, + 3.046365236514248e-05, + 3.0577026336686686e-05, + 3.068564546993002e-05, + 3.077577639487572e-05, + 3.0845130822854117e-05, + 3.091753023909405e-05, + 3.098417801083997e-05, + 3.1057472369866446e-05, + 3.113270940957591e-05, + 3.120823384961113e-05, + 3.132850906695239e-05, + 3.1432431569555774e-05, + 3.153488432872109e-05, + 3.162182474625297e-05, + 3.171646312694065e-05, + 3.182042564731091e-05, + 3.19109603879042e-05, + 3.199403727194294e-05, + 3.209174610674381e-05, + 3.218926940462552e-05, + 3.229880167054944e-05, + 3.241641752538271e-05, + 3.2526117138331756e-05, + 3.2629566703690216e-05, + 3.272980029578321e-05, + 3.2819305488374084e-05, + 3.289609230705537e-05, + 3.297475632280111e-05, + 3.3040527341654524e-05, + 3.3108564821304753e-05, + 3.317069786135107e-05, + 3.3231724955840036e-05, + 3.3286891266470775e-05, + 3.333515633130446e-05, + 3.3384461858076975e-05, + 3.343174103065394e-05, + 3.348046448081732e-05, + 3.3517470001243055e-05, + 3.3553431421751156e-05, + 3.3583128242753446e-05, + 3.3612039260333404e-05, + 3.36380981025286e-05, + 3.365746306371875e-05, + 3.3673994039418176e-05, + 3.3691845601424575e-05, + 3.370808553881943e-05, + 3.372344872332178e-05, + 3.373704385012388e-05, + 3.374811421963386e-05, + 3.375741289346479e-05, + 3.37648561981041e-05, + 3.377009852556512e-05, + 3.377314715180546e-05, + 3.377416942385025e-05, + 3.377371103852056e-05, + 3.377218672540039e-05, + 3.376948370714672e-05, + 3.376594395376742e-05, + 3.3761869417503476e-05, + 3.375649976078421e-05, + 3.37495694111567e-05, + 3.3740969229256734e-05, + 3.373026993358508e-05, + 3.3717715268721804e-05, + 3.3703217923175544e-05, + 3.3688254916341975e-05, + 3.367139652254991e-05, + 3.365471275174059e-05, + 3.363775249454193e-05, + 3.3619642636040226e-05, + 3.3598968002479523e-05, + 3.357931200298481e-05, + 3.3560751035111025e-05, + 3.353944339323789e-05, + 3.351706618559547e-05, + 3.349567123223096e-05, + 3.3473876101197675e-05, + 3.344896686030552e-05, + 3.342342461110093e-05, + 3.3399370295228437e-05, + 3.3374792110407725e-05, + 3.335298242745921e-05, + 3.333029962959699e-05, + 3.330715844640508e-05, + 3.328668753965758e-05, + 3.326750811538659e-05, + 3.324309000163339e-05, + 3.322169141029008e-05, + 3.319429379189387e-05, + 3.316406218800694e-05, + 3.31327501044143e-05, + 3.309793828520924e-05, + 3.306353391963057e-05, + 3.302588811493479e-05, + 3.29909089487046e-05, + 3.296201248303987e-05, + 3.2935913623077795e-05, + 3.2911320886341855e-05, + 3.2889180147321895e-05, + 3.287073923274875e-05, + 3.285310958744958e-05, + 3.2835552701726556e-05, + 3.28150563291274e-05, + 3.279824886703864e-05, + 3.2778512832010165e-05, + 3.27587295032572e-05, + 3.273715265095234e-05, + 3.271572495577857e-05, + 3.2692900276742876e-05, + 3.266299609094858e-05, + 3.2628093322273344e-05, + 3.2589639886282384e-05, + 3.254751209169626e-05, + 3.2506541174370795e-05, + 3.246292544645257e-05, + 3.2414274755865335e-05, + 3.236817428842187e-05, + 3.232565359212458e-05, + 3.229322828701697e-05, + 3.226334592909552e-05, + 3.2236559491138905e-05, + 3.2209078199230134e-05, + 3.218611891497858e-05, + 3.216506593162194e-05, + 3.214152093278244e-05, + 3.210945942555554e-05, + 3.2068437576526776e-05, + 3.202227526344359e-05, + 3.197555633960292e-05, + 3.193217344232835e-05, + 3.188268601661548e-05, + 3.183486114721745e-05, + 3.179696432198398e-05, + 3.176858081133105e-05, + 3.1745879823574796e-05, + 3.172278229612857e-05, + 3.169783667544834e-05, + 3.167549584759399e-05, + 3.1654151825932786e-05, + 3.162986467941664e-05, + 3.1603503884980455e-05, + 3.157479295623489e-05, + 3.154741716571152e-05, + 3.1517505703959614e-05, + 3.148398900520988e-05, + 3.1449653761228547e-05, + 3.141108027193695e-05, + 3.137849853374064e-05, + 3.133676727884449e-05, + 3.1294319342123345e-05, + 3.125383227597922e-05, + 3.1213046895572916e-05, + 3.1169642170425504e-05, + 3.112345439149067e-05, + 3.107080192421563e-05, + 3.1020910682855174e-05, + 3.0969520594226196e-05, + 3.0921099096303806e-05, + 3.0878443794790655e-05, + 3.08388116536662e-05, + 3.080319947912358e-05, + 3.077297878917307e-05, + 3.0746050470042974e-05, + 3.0720206268597394e-05, + 3.069477679673582e-05, + 3.067026045755483e-05, + 3.064417978748679e-05, + 3.0620056350016966e-05, + 3.059480877709575e-05, + 3.056407149415463e-05, + 3.052872125408612e-05, + 3.0489731216221116e-05, + 3.045535777346231e-05, + 3.0426828743657097e-05, + 3.0394841814995743e-05, + 3.036710222659167e-05, + 3.0344021070050076e-05, + 3.0325541956699453e-05, + 3.0310462534544058e-05, + 3.0280811188276857e-05, + 3.0247487302403897e-05, + 3.0214008802431636e-05, + 3.0182311093085445e-05, + 3.015170841536019e-05, + 3.012337583641056e-05, + 3.0107830752967857e-05, + 3.0093799068708904e-05, + 3.0085140679148026e-05, + 3.007106170116458e-05, + 3.0052780857658945e-05, + 3.0031987989787012e-05, + 3.0010962291271426e-05, + 2.999213756993413e-05, + 2.996848343173042e-05, + 2.9949022064101882e-05, + 2.9929089578217827e-05, + 2.99030161841074e-05, + 2.98758786811959e-05, + 2.9842767617083155e-05, + 2.981145189551171e-05, + 2.9775615985272452e-05, + 2.973420669150073e-05, + 2.9693432225030847e-05, + 2.965372368635144e-05, + 2.9618851840496063e-05, + 2.9588543839054182e-05, + 2.9560829716501758e-05, + 2.953283728857059e-05, + 2.9513144909287803e-05, + 2.949248482764233e-05, + 2.9473265385604464e-05, + 2.9450109650497325e-05, + 2.942735591204837e-05, + 2.940650847449433e-05, + 2.938305442512501e-05, + 2.9353117497521453e-05, + 2.932180359493941e-05, + 2.9293678380781785e-05, + 2.9259579605422914e-05, + 2.9219319912954234e-05, + 2.917726305895485e-05, + 2.914119977504015e-05, + 2.9106924557709135e-05, + 2.907019734266214e-05, + 2.9041353627690114e-05, + 2.90197494905442e-05, + 2.900168692576699e-05, + 2.8987111363676377e-05, + 2.897077865782194e-05, + 2.895628313126508e-05, + 2.893739474529866e-05, + 2.8917334930156358e-05, + 2.8897880838485435e-05, + 2.887895425374154e-05, + 2.8860853490186855e-05, + 2.8841168386861682e-05, + 2.88134760921821e-05, + 2.8781463697669096e-05, + 2.874806523323059e-05, + 2.8712871426250786e-05, + 2.867824150598608e-05, + 2.864716043404769e-05, + 2.862320252461359e-05, + 2.8605711122509092e-05, + 2.858341031242162e-05, + 2.855956154235173e-05, + 2.8536012905533426e-05, + 2.8516251404653303e-05, + 2.8491254852269776e-05, + 2.8463859052862972e-05, + 2.8440668756957166e-05, + 2.8419790396583267e-05, + 2.8398771974025294e-05, + 2.8376041882438585e-05, + 2.8358661438687705e-05, + 2.8341461074887775e-05, + 2.8321654099272564e-05, + 2.829719232977368e-05, + 2.8268021196709014e-05, + 2.824202601914294e-05, + 2.821315501932986e-05, + 2.818242137436755e-05, + 2.815420702972915e-05, + 2.812326420098543e-05, + 2.809372017509304e-05, + 2.80643562291516e-05, + 2.8037653464707546e-05, + 2.8010214009555057e-05, + 2.7985977794742212e-05, + 2.7966807465418242e-05, + 2.7938691346207634e-05, + 2.791116821754258e-05, + 2.7883021175512113e-05, + 2.7850062906509265e-05, + 2.7818012313218787e-05, + 2.7785416023107246e-05, + 2.7760243028751574e-05, + 2.7733203751267865e-05, + 2.7704711101250723e-05, + 2.767591468000319e-05, + 2.7645164664136246e-05, + 2.760894494713284e-05, + 2.757029142230749e-05, + 2.752763612079434e-05, + 2.7485722966957837e-05, + 2.744648008956574e-05, + 2.7405736545915715e-05, + 2.73679725069087e-05, + 2.7323987524141558e-05, + 2.7285876058158465e-05, + 2.724998921621591e-05, + 2.7211193810217083e-05, + 2.7168738597538322e-05, + 2.7122838218929246e-05, + 2.708108331717085e-05, + 2.7043415684602223e-05, + 2.700479672057554e-05, + 2.6964673452312127e-05, + 2.6923526093014516e-05, + 2.6882464226218872e-05, + 2.6843828891287558e-05, + 2.680257057363633e-05, + 2.6759091269923374e-05, + 2.6718913431977853e-05, + 2.6680070732254535e-05, + 2.6644429453881457e-05, + 2.6609632186591625e-05, + 2.6571235139272176e-05, + 2.6532079573371448e-05, + 2.649678208399564e-05, + 2.646246866788715e-05, + 2.6427926059113815e-05, + 2.6394334781798534e-05, + 2.636272256495431e-05, + 2.6332145353080705e-05, + 2.629648042784538e-05, + 2.626308378239628e-05, + 2.6225852707284503e-05, + 2.618763937789481e-05, + 2.6150404664804228e-05, + 2.6115236323676072e-05, + 2.6082099793711677e-05, + 2.6048446670756675e-05, + 2.6015932235168293e-05, + 2.598853097879328e-05, + 2.5958395781344734e-05, + 2.5925683075911365e-05, + 2.5890420147334225e-05, + 2.5860015739453956e-05, + 2.5827897843555547e-05, + 2.5798091883189045e-05, + 2.5765340978978202e-05, + 2.5731083951541223e-05, + 2.56956755038118e-05, + 2.5653855118434876e-05, + 2.561399196565617e-05, + 2.5570545403752476e-05, + 2.5531990104354918e-05, + 2.5496659873169847e-05, + 2.5463235942879692e-05, + 2.5432836991967633e-05, + 2.540033165132627e-05, + 2.5369643481099047e-05, + 2.5339231797261164e-05, + 2.530543497414328e-05, + 2.5271599952247925e-05, + 2.5239005481125787e-05, + 2.5206125428667292e-05, + 2.517466236895416e-05, + 2.514317020541057e-05, + 2.511167804186698e-05, + 2.5078237740672193e-05, + 2.5043273126357235e-05, + 2.5011240722960792e-05, + 2.497951572877355e-05, + 2.4948081772890873e-05, + 2.492056773917284e-05, + 2.4893915906432085e-05, + 2.4870791094144806e-05, + 2.4844124709488824e-05, + 2.4814849894028157e-05, + 2.4785909772617742e-05, + 2.4758664949331433e-05, + 2.4732415113248862e-05, + 2.471025254635606e-05, + 2.46898562181741e-05, + 2.4668748665135354e-05, + 2.464878707542084e-05, + 2.463289820298087e-05, + 2.4614901121822186e-05, + 2.4597566152806394e-05, + 2.457752088957932e-05, + 2.4555178242735565e-05, + 2.4530882001272403e-05, + 2.45020000875229e-05, + 2.4470729840686545e-05, + 2.4434832084807567e-05, + 2.440408024995122e-05, + 2.437440889480058e-05, + 2.43438444158528e-05, + 2.4315400878549553e-05, + 2.4286186089739203e-05, + 2.4258151825051755e-05, + 2.422823672532104e-05, + 2.419619522697758e-05, + 2.4166500224964693e-05, + 2.413243055343628e-05, + 2.4096820197883062e-05, + 2.4062554075499065e-05, + 2.4031844077399e-05, + 2.4001466954359785e-05, + 2.3967480956343934e-05, + 2.3933471311465837e-05, + 2.3902966859168373e-05, + 2.3877646526671015e-05, + 2.3851382138673216e-05, + 2.38236207223963e-05, + 2.3800081180525012e-05, + 2.3778058675816283e-05, + 2.3759088435326703e-05, + 2.3736020011710934e-05, + 2.3711410904070362e-05, + 2.369246976741124e-05, + 2.367293018323835e-05, + 2.3652743038837798e-05, + 2.363246130698826e-05, + 2.361429505981505e-05, + 2.359533027629368e-05, + 2.3573402359033935e-05, + 2.3549475372419693e-05, + 2.3525093638454564e-05, + 2.349697933823336e-05, + 2.3468923245673068e-05, + 2.3441416487912647e-05, + 2.3411163056152873e-05, + 2.3380573111353442e-05, + 2.3346916350419633e-05, + 2.3315502403420396e-05, + 2.328620757907629e-05, + 2.325831155758351e-05, + 2.322897307749372e-05, + 2.3199185307021253e-05, + 2.3171922293840908e-05, + 2.3147051251726225e-05, + 2.3117416276363656e-05, + 2.3091644834494218e-05, + 2.306489841430448e-05, + 2.304113149875775e-05, + 2.301695894857403e-05, + 2.299196603416931e-05, + 2.2964992240304127e-05, + 2.2936643290449865e-05, + 2.290928750880994e-05, + 2.2878608433529735e-05, + 2.2850010282127187e-05, + 2.282107925566379e-05, + 2.2797848941991106e-05, + 2.2774462195229717e-05, + 2.2752547010895796e-05, + 2.273087557114195e-05, + 2.2705884475726634e-05, + 2.2681419068248942e-05, + 2.265618422825355e-05, + 2.2627960788668133e-05, + 2.259705615870189e-05, + 2.2564698156202212e-05, + 2.253636921523139e-05, + 2.2509713744511828e-05, + 2.2481575797428377e-05, + 2.24590676225489e-05, + 2.2437698135036044e-05, + 2.241334914288018e-05, + 2.2390129743143916e-05, + 2.2369695216184482e-05, + 2.234888233942911e-05, + 2.232295082649216e-05, + 2.229926030850038e-05, + 2.2279942641034722e-05, + 2.2258102035266347e-05, + 2.2232185074244626e-05, + 2.2202137188287452e-05, + 2.217591281805653e-05, + 2.214803134847898e-05, + 2.2117894332041033e-05, + 2.2087695469963364e-05, + 2.206001772719901e-05, + 2.2033385903341696e-05, + 2.20075853576418e-05, + 2.1982328689773567e-05, + 2.1958674551569857e-05, + 2.1936944904155098e-05, + 2.1913578166277148e-05, + 2.188927828683518e-05, + 2.186366509704385e-05, + 2.18367076740833e-05, + 2.180846786359325e-05, + 2.177840178774204e-05, + 2.1747766368207522e-05, + 2.1716574337915517e-05, + 2.1689034838345833e-05, + 2.16605985770002e-05, + 2.1631252820952795e-05, + 2.1600140826194547e-05, + 2.1572115656454116e-05, + 2.1544732589973137e-05, + 2.151258559024427e-05, + 2.147831219190266e-05, + 2.1445910533657297e-05, + 2.1418150936369784e-05, + 2.1390633264672942e-05, + 2.136304283339996e-05, + 2.133814814442303e-05, + 2.1316189304343425e-05, + 2.129594940925017e-05, + 2.127475818269886e-05, + 2.125082755810581e-05, + 2.1227509932941757e-05, + 2.1202788047958165e-05, + 2.118153679475654e-05, + 2.11608439713018e-05, + 2.1137995645403862e-05, + 2.111706999130547e-05, + 2.10970792977605e-05, + 2.1073661628179252e-05, + 2.105015482811723e-05, + 2.1025925889261998e-05, + 2.1003388610552065e-05, + 2.098234836012125e-05, + 2.0958726963726804e-05, + 2.0934117856086232e-05, + 2.0911031242576428e-05, + 2.088472137984354e-05, + 2.0856710762018338e-05, + 2.082972787320614e-05, + 2.0803579900530167e-05, + 2.077637327602133e-05, + 2.0748315364471637e-05, + 2.072083043458406e-05, + 2.0696381398011e-05, + 2.0671730453614146e-05, + 2.0646710254368372e-05, + 2.0622872398234904e-05, + 2.0601097276085056e-05, + 2.0581219359883107e-05, + 2.0556963136186823e-05, + 2.0535382645903155e-05, + 2.0513789422693662e-05, + 2.0490906535997055e-05, + 2.046763438556809e-05, + 2.0446865164558403e-05, + 2.0427947674761526e-05, + 2.040642903011758e-05, + 2.0386149117257446e-05, + 2.036614023381844e-05, + 2.0347746612969786e-05, + 2.0327437596279196e-05, + 2.0306855731178075e-05, + 2.0285940991016105e-05, + 2.0263563783373684e-05, + 2.024120112764649e-05, + 2.021807449636981e-05, + 2.0196250261506066e-05, + 2.0175957615720108e-05, + 2.015407517319545e-05, + 2.0130437405896373e-05, + 2.0110730474698357e-05, + 2.0091662008780986e-05, + 2.0072460756637156e-05, + 2.0053279513376765e-05, + 2.0036710338899866e-05, + 2.0021385353174992e-05, + 2.000383938138839e-05, + 1.998656262003351e-05, + 1.996843275264837e-05, + 1.9948516637668945e-05, + 1.992514808080159e-05, + 1.99011446966324e-05, + 1.988018811971415e-05, + 1.9857820007018745e-05, + 1.983369111258071e-05, + 1.9810182493529283e-05, + 1.9786790289799683e-05, + 1.9762554074986838e-05, + 1.9739294657483697e-05, + 1.9714361769729294e-05, + 1.9691000488819554e-05, + 1.9666906155180186e-05, + 1.9643675841507502e-05, + 1.9620567400124855e-05, + 1.9597397113102488e-05, + 1.9573320969357155e-05, + 1.9549395801732317e-05, + 1.9525587049429305e-05, + 1.950348996615503e-05, + 1.9482477000565268e-05, + 1.9461100237094797e-05, + 1.944070572790224e-05, + 1.9419074305915274e-05, + 1.939630055858288e-05, + 1.9373403119971044e-05, + 1.9352746676304378e-05, + 1.933337807713542e-05, + 1.9314111341373064e-05, + 1.9296890968689695e-05, + 1.9282764696981758e-05, + 1.926833465404343e-05, + 1.9252629499533214e-05, + 1.9237619198975153e-05, + 1.9223307390348054e-05, + 1.9209142919862643e-05, + 1.9192493709851988e-05, + 1.9176790374331176e-05, + 1.915955544973258e-05, + 1.9141400116495788e-05, + 1.9120590877719223e-05, + 1.909961792989634e-05, + 1.9077981050941162e-05, + 1.905735734908376e-05, + 1.9037195670534857e-05, + 1.901702671602834e-05, + 1.899795279314276e-05, + 1.8980223103426397e-05, + 1.8962391550303437e-05, + 1.8944061594083905e-05, + 1.8926188204204664e-05, + 1.8908664060290903e-05, + 1.8890907085733488e-05, + 1.8875345631386153e-05, + 1.886009704321623e-05, + 1.8843693396775052e-05, + 1.882676406239625e-05, + 1.8808525055646896e-05, + 1.879055707831867e-05, + 1.877229442470707e-05, + 1.875299494713545e-05, + 1.8733022443484515e-05, + 1.8710605218075216e-05, + 1.869006155175157e-05, + 1.866885577328503e-05, + 1.864511978055816e-05, + 1.862394856289029e-05, + 1.8604032447910868e-05, + 1.8585978978080675e-05, + 1.856816015788354e-05, + 1.8546956198406406e-05, + 1.8527631254983135e-05, + 1.8503973478800617e-05, + 1.8479842765373178e-05, + 1.8456499674357474e-05, + 1.8432430806569755e-05, + 1.841162156779319e-05, + 1.83926458703354e-05, + 1.837487616285216e-05, + 1.8356733562541194e-05, + 1.833933674788568e-05, + 1.832333509810269e-05, + 1.8306358469999395e-05, + 1.8286917111254297e-05, + 1.8268521671416238e-05, + 1.8254098904435523e-05, + 1.8237667973153293e-05, + 1.822092235670425e-05, + 1.8204436855739914e-05, + 1.8188626199844293e-05, + 1.8172810086980462e-05, + 1.8157841623178683e-05, + 1.8142562112188898e-05, + 1.8126467693946324e-05, + 1.81107570824679e-05, + 1.8094635379384272e-05, + 1.8078508219332434e-05, + 1.8058271962217987e-05, + 1.8039660062640905e-05, + 1.802127189876046e-05, + 1.8002345314016566e-05, + 1.7986574675887823e-05, + 1.7970020053326152e-05, + 1.7954493159777485e-05, + 1.7940354155143723e-05, + 1.792697366909124e-05, + 1.7911715985974297e-05, + 1.789496309356764e-05, + 1.7877266145660542e-05, + 1.7858308638096787e-05, + 1.783893458195962e-05, + 1.7817514162743464e-05, + 1.7796723113860935e-05, + 1.77764413820114e-05, + 1.775563578121364e-05, + 1.773710573615972e-05, + 1.771764254954178e-05, + 1.769860682543367e-05, + 1.7680536984698847e-05, + 1.7664900951785967e-05, + 1.764881562849041e-05, + 1.7632894014241174e-05, + 1.7620634025661275e-05, + 1.7609005226404406e-05, + 1.7595770259504206e-05, + 1.7581283827894367e-05, + 1.7567102986504324e-05, + 1.755391167534981e-05, + 1.753939432092011e-05, + 1.7523951100884005e-05, + 1.7508324162918143e-05, + 1.749273724271916e-05, + 1.7476526409154758e-05, + 1.7459349692217074e-05, + 1.7442453099647537e-05, + 1.742557651596144e-05, + 1.7408723579137586e-05, + 1.7391394067090005e-05, + 1.7375547031406313e-05, + 1.735990917950403e-05, + 1.734308352752123e-05, + 1.7324988220934756e-05, + 1.7308233509538695e-05, + 1.7291591575485654e-05, + 1.727439848764334e-05, + 1.7258063962799497e-05, + 1.7240827219211496e-05, + 1.722372144286055e-05, + 1.7206688426085748e-05, + 1.7190190192195587e-05, + 1.7175138054881245e-05, + 1.7157790352939628e-05, + 1.714255631668493e-05, + 1.7126214515883476e-05, + 1.710965261736419e-05, + 1.709230855340138e-05, + 1.7074569768738e-05, + 1.7059392121154815e-05, + 1.704420537862461e-05, + 1.7030191884259693e-05, + 1.7016378478729166e-05, + 1.7001448213704862e-05, + 1.6988702554954216e-05, + 1.6977353880065493e-05, + 1.6965126633294858e-05, + 1.6950672943494283e-05, + 1.6935588064370677e-05, + 1.692099067440722e-05, + 1.6905234588193707e-05, + 1.688817428657785e-05, + 1.6871077605173923e-05, + 1.685545612417627e-05, + 1.6840765965753235e-05, + 1.682701986283064e-05, + 1.681275352893863e-05, + 1.679839078860823e-05, + 1.6784260878921486e-05, + 1.676941246842034e-05, + 1.6755204342189245e-05, + 1.6739621059969068e-05, + 1.672535108809825e-05, + 1.671066456765402e-05, + 1.669537232373841e-05, + 1.668164441070985e-05, + 1.6666863302816637e-05, + 1.6653408238198608e-05, + 1.6637079170322977e-05, + 1.661982969380915e-05, + 1.6603431504336186e-05, + 1.6586400306550786e-05, + 1.6570436855545267e-05, + 1.655334017414134e-05, + 1.6534777387278154e-05, + 1.6518186384928413e-05, + 1.6503383449162357e-05, + 1.6487187167513184e-05, + 1.6472295101266354e-05, + 1.645793963689357e-05, + 1.6443300410173833e-05, + 1.642790448386222e-05, + 1.6412399418186396e-05, + 1.639724177948665e-05, + 1.6381953173549846e-05, + 1.6366291674785316e-05, + 1.6352367310901172e-05, + 1.6339872672688216e-05, + 1.6326872355421074e-05, + 1.6314770618919283e-05, + 1.6301690266118385e-05, + 1.628764766792301e-05, + 1.6272788343485445e-05, + 1.6258569303317927e-05, + 1.6244131984421983e-05, + 1.623001844563987e-05, + 1.6215779396588914e-05, + 1.6202646293095313e-05, + 1.6189904272323474e-05, + 1.6176716599147767e-05, + 1.616388908587396e-05, + 1.6151780073414557e-05, + 1.6140078514581546e-05, + 1.6127611161209643e-05, + 1.611597508599516e-05, + 1.610610524949152e-05, + 1.6093756130430847e-05, + 1.6080064597190358e-05, + 1.6066565876826644e-05, + 1.6051910279202275e-05, + 1.6034406144171953e-05, + 1.6015452274587005e-05, + 1.599681854713708e-05, + 1.5977870134520344e-05, + 1.5958972653606907e-05, + 1.5940182493068278e-05, + 1.5923207683954388e-05, + 1.590719875821378e-05, + 1.589250132383313e-05, + 1.587734732311219e-05, + 1.5864325177972205e-05, + 1.5852245269343257e-05, + 1.584017627465073e-05, + 1.5829067706363276e-05, + 1.5817538951523602e-05, + 1.580604111950379e-05, + 1.5794685168657452e-05, + 1.5782565242261626e-05, + 1.5769654055475257e-05, + 1.575498390593566e-05, + 1.5738740330561996e-05, + 1.5723549950052984e-05, + 1.5707921193097718e-05, + 1.569198866491206e-05, + 1.567690196679905e-05, + 1.566200444358401e-05, + 1.5647592590539716e-05, + 1.563316436659079e-05, + 1.5618485122104175e-05, + 1.5604484360665083e-05, + 1.5591522242175415e-05, + 1.557895666337572e-05, + 1.5565889043500647e-05, + 1.5553534467471763e-05, + 1.5542060282314196e-05, + 1.5530235032201745e-05, + 1.55189263750799e-05, + 1.5507339412579313e-05, + 1.5497551430598833e-05, + 1.5487605196540244e-05, + 1.547670217405539e-05, + 1.5466563127120025e-05, + 1.545560735394247e-05, + 1.5444073142134584e-05, + 1.5431747669936158e-05, + 1.5419984265463427e-05, + 1.540755147289019e-05, + 1.539538243378047e-05, + 1.538331162009854e-05, + 1.537107164040208e-05, + 1.5359471944975667e-05, + 1.5347590306191705e-05, + 1.5334802810684778e-05, + 1.532286660221871e-05, + 1.5312025425373577e-05, + 1.53020337165799e-05, + 1.5290832379832864e-05, + 1.527926178823691e-05, + 1.5267880371538922e-05, + 1.525541847513523e-05, + 1.5242668268911075e-05, + 1.5230326425808016e-05, + 1.5218745829770342e-05, + 1.5208089280349668e-05, + 1.5198161236185115e-05, + 1.5188496945484076e-05, + 1.5177450222836342e-05, + 1.5165293916652445e-05, + 1.515266194473952e-05, + 1.5139738025027327e-05, + 1.5127046026464086e-05, + 1.511419759481214e-05, + 1.5102816178114153e-05, + 1.5091526620381046e-05, + 1.5080411685630679e-05, + 1.5068822904140688e-05, + 1.505615273345029e-05, + 1.5043638086353894e-05, + 1.5030399481474888e-05, + 1.501553470006911e-05, + 1.500065718573751e-05, + 1.4985074813012034e-05, + 1.4969843505241442e-05 + ], + [ + 0.0078125, + 0.006958753801882267, + 0.006497927941381931, + 0.005934045650064945, + 0.005590964574366808, + 0.005391890648752451, + 0.005508510861545801, + 0.0056660654954612255, + 0.005891968961805105, + 0.00669280206784606, + 0.007665873505175114, + 0.009038127958774567, + 0.010267790406942368, + 0.010067935101687908, + 0.009593640454113483, + 0.009308664128184319, + 0.008053899742662907, + 0.007370427716523409, + 0.006742735393345356, + 0.007080873474478722, + 0.007661609910428524, + 0.008484800346195698, + 0.01109404768794775, + 0.016368644312024117, + 0.041749466210603714, + -0.0609029158949852, + -0.01716185174882412, + -0.009631435386836529, + -0.006036621052771807, + -0.004387385211884975, + -0.0036474152002483606, + -0.003037621034309268, + -0.0026519536040723324, + -0.0023671353701502085, + -0.0021999613381922245, + -0.0020957200322300196, + -0.0020071680191904306, + -0.001877791597507894, + -0.0017015293706208467, + -0.001564923208206892, + -0.0014432069147005677, + -0.0013335947878658772, + -0.0012386372545734048, + -0.0011601883452385664, + -0.0010958034545183182, + -0.0010489190462976694, + -0.0010073257144540548, + -0.000962800404522568, + -0.0009155916050076485, + -0.0008731813868507743, + -0.0008253802079707384, + -0.0007756593404337764, + -0.0007299315184354782, + -0.0006845605676062405, + -0.0006425488973036408, + -0.0006014418322592974, + -0.0005625373451039195, + -0.0005232250550761819, + -0.0004937980556860566, + -0.0004684777813963592, + -0.0004460383497644216, + -0.00042685141670517623, + -0.00041095935739576817, + -0.0004000677727162838, + -0.0003913739637937397, + -0.00038311892421916127, + -0.0003739889070857316, + -0.00036403388367034495, + -0.000352583039784804, + -0.00034175714245066047, + -0.00033042015274986625, + -0.0003172395518049598, + -0.00030278312624432147, + -0.0002916836820077151, + -0.0002803470124490559, + -0.0002701847115531564, + -0.0002607415081001818, + -0.0002503179421182722, + -0.00024108387879095972, + -0.0002334716118639335, + -0.00022647171863354743, + -0.00021943205501884222, + -0.00021352201292756945, + -0.00020710562239401042, + -0.00020126976596657187, + -0.0001970761368284002, + -0.0001931566366693005, + -0.00018934167746920139, + -0.0001862314238678664, + -0.00018258599448017776, + -0.00017872641910798848, + -0.00017407738778274506, + -0.00016935993335209787, + -0.0001636721135582775, + -0.00015918270219117403, + -0.00015456553956028074, + -0.00014927092706784606, + -0.00014474641648121178, + -0.00014157155237626284, + -0.00013835466234013438, + -0.0001351255486952141, + -0.00013165964628569782, + -0.00012781895929947495, + -0.00012389228504616767, + -0.00011975809320574626, + -0.00011550259659998119, + -0.00011136832472402602, + -0.00010763922182377428, + -0.0001039053313434124, + -0.00010047852265415713, + -9.759261592989787e-05, + -9.469698852626607e-05, + -9.21988466870971e-05, + -8.990666538011283e-05, + -8.778092887951061e-05, + -8.577283006161451e-05, + -8.368548878934234e-05, + -8.179508586181328e-05, + -7.930094579933211e-05, + -7.688228652114049e-05, + -7.434156577801332e-05, + -7.195709622465074e-05, + -6.969243986532092e-05, + -6.750909960828722e-05, + -6.52399830869399e-05, + -6.273018516367301e-05, + -6.074382326914929e-05, + -5.898087329114787e-05, + -5.733786019845866e-05, + -5.577689807978459e-05, + -5.4280011681839824e-05, + -5.282520578475669e-05, + -5.1415634516160935e-05, + -5.0338534492766485e-05, + -4.9206570110982284e-05, + -4.813047416973859e-05, + -4.6974288125056773e-05, + -4.572243778966367e-05, + -4.457249087863602e-05, + -4.348456786829047e-05, + -4.236683525959961e-05, + -4.129770240979269e-05, + -4.025097587145865e-05, + -3.929009835701436e-05, + -3.8397094613173977e-05, + -3.7538928154390305e-05, + -3.6876714148093015e-05, + -3.6332385207060724e-05, + -3.5832101275445893e-05, + -3.53435825672932e-05, + -3.483234468149021e-05, + -3.4295793739147484e-05, + -3.3718650229275227e-05, + -3.2974567147903144e-05, + -3.231572190998122e-05, + -3.166162787238136e-05, + -3.098471279372461e-05, + -3.0361452445504256e-05, + -2.9852064471924677e-05, + -2.9397693651844747e-05, + -2.8963073418708518e-05, + -2.851613135135267e-05, + -2.8017939257551916e-05, + -2.7516854970599525e-05, + -2.697799209272489e-05, + -2.634622978803236e-05, + -2.5758807169040665e-05, + -2.5255834771087393e-05, + -2.4692151782801375e-05, + -2.409572698525153e-05, + -2.344749191252049e-05, + -2.2897922463016585e-05, + -2.2395306586986408e-05, + -2.1923944586887956e-05, + -2.1433679648907855e-05, + -2.0966930605936795e-05, + -2.054336800938472e-05, + -2.0067114746780135e-05, + -1.9608312868513167e-05, + -1.918365524034016e-05, + -1.8746928617474623e-05, + -1.8290487787453458e-05, + -1.785542190191336e-05, + -1.743516440910753e-05, + -1.7121095879701898e-05, + -1.676996544119902e-05, + -1.641616654524114e-05, + -1.6068588593043387e-05, + -1.5794932551216334e-05, + -1.5537098079221323e-05, + -1.5274981706170365e-05, + -1.4991221178206615e-05, + -1.4673885743832216e-05, + -1.4400026884686667e-05, + -1.4135413039184641e-05, + -1.3782154383079614e-05, + -1.3415889952739235e-05, + -1.3052213944320101e-05, + -1.2713790965790395e-05, + -1.2417382095009089e-05, + -1.2094878911739215e-05, + -1.1785293281718623e-05, + -1.1508304851304274e-05, + -1.1236092177568935e-05, + -1.0991990166075993e-05, + -1.0680129889806267e-05, + -1.0361958629800938e-05, + -1.0083804227178916e-05, + -9.77548370428849e-06, + -9.477488674747292e-06, + -9.222173503076192e-06, + -8.97741938388208e-06, + -8.753122529014945e-06, + -8.558144145354163e-06, + -8.337817234860267e-06, + -8.174258255166933e-06, + -7.948323400341906e-06, + -7.717660082562361e-06, + -7.493473731301492e-06, + -7.244035714393249e-06, + -7.022581939963857e-06, + -6.83024836689583e-06, + -6.605391263292404e-06, + -6.40295820630854e-06, + -6.198577466420829e-06, + -6.003567250445485e-06, + -5.795371180283837e-06, + -5.556812084250851e-06, + -5.336392405297374e-06, + -5.140305347595131e-06, + -4.9426971600041725e-06, + -4.72715782962041e-06, + -4.549720415525371e-06, + -4.377062396088149e-06, + -4.215051376377232e-06, + -4.053893462696578e-06, + -3.883141744154273e-06, + -3.6986195937060984e-06, + -3.5136627047904767e-06, + -3.3103003715950763e-06, + -3.109167664661072e-06, + -2.9122395517333644e-06, + -2.697652462302358e-06, + -2.5149399789370364e-06, + -2.359660811634967e-06, + -2.180927367589902e-06, + -1.998306970563135e-06, + -1.8230817886433215e-06, + -1.661100327510212e-06, + -1.4945804878152558e-06, + -1.3021051472605905e-06, + -1.1262278576396056e-06, + -9.722914455778664e-07, + -8.212329021262121e-07, + -6.470711468864465e-07, + -4.6816617782496905e-07, + -2.9226606557131163e-07, + -1.1992021597961866e-07, + 5.263760272100626e-08, + 2.4542541154914943e-07, + 4.36092335576177e-07, + 5.980775199532218e-07, + 7.397397325803468e-07, + 8.756457532399509e-07, + 1.0040760116680758e-06, + 1.1201617553524557e-06, + 1.2368258239803254e-06, + 1.3454151712721796e-06, + 1.4540443089572364e-06, + 1.568270363350166e-06, + 1.681892285887443e-06, + 1.789663315321377e-06, + 1.9036792764381971e-06, + 2.014652864090749e-06, + 2.116502400895115e-06, + 2.232157612525043e-06, + 2.3561094621982193e-06, + 2.4824933007039363e-06, + 2.612829575809883e-06, + 2.734693453021464e-06, + 2.8524013941932935e-06, + 2.9810378237016266e-06, + 3.098500428677653e-06, + 3.2128134535014397e-06, + 3.3101021017500898e-06, + 3.399408115001279e-06, + 3.4802633308572695e-06, + 3.567998874132172e-06, + 3.6484996144281467e-06, + 3.725228680195869e-06, + 3.7991935641912278e-06, + 3.875367383443518e-06, + 3.950714926759247e-06, + 4.0263880691782106e-06, + 4.109375822736183e-06, + 4.181961685389979e-06, + 4.256475222064182e-06, + 4.335641278885305e-06, + 4.408891072671395e-06, + 4.4813482418248896e-06, + 4.553169219434494e-06, + 4.626189365808386e-06, + 4.703995728050359e-06, + 4.782184987561777e-06, + 4.8531660468142945e-06, + 4.9213645070267376e-06, + 5.003612841392169e-06, + 5.07487811773899e-06, + 5.1330775932001416e-06, + 5.183844223211054e-06, + 5.232855073700193e-06, + 5.294162292557303e-06, + 5.355118446459528e-06, + 5.417886768555036e-06, + 5.4908850870560855e-06, + 5.572172085521743e-06, + 5.663695901603205e-06, + 5.763573881267803e-06, + 5.8581167650118005e-06, + 5.945507837168407e-06, + 6.021877197781578e-06, + 6.093739102652762e-06, + 6.1632376855413895e-06, + 6.221546755114105e-06, + 6.28082034381805e-06, + 6.339959327306133e-06, + 6.401125119737117e-06, + 6.459351880039321e-06, + 6.5153335526701994e-06, + 6.574865892616799e-06, + 6.634468263655435e-06, + 6.69362862026901e-06, + 6.755907634214964e-06, + 6.814488642703509e-06, + 6.880757609906141e-06, + 6.937530542927561e-06, + 6.993541319388896e-06, + 7.058064511511475e-06, + 7.120644568203716e-06, + 7.183133220678428e-06, + 7.23840366845252e-06, + 7.2890566116257105e-06, + 7.342579010582995e-06, + 7.390519840555498e-06, + 7.437214208039222e-06, + 7.480758540623356e-06, + 7.528655714850174e-06, + 7.5833395385416225e-06, + 7.641156116733328e-06, + 7.6970582085778e-06, + 7.751825251034461e-06, + 7.806505891494453e-06, + 7.858212484279647e-06, + 7.907498002168722e-06, + 7.952138730615843e-06, + 7.99565896159038e-06, + 8.035970495257061e-06, + 8.071054253377952e-06, + 8.106344466796145e-06, + 8.141601938405074e-06, + 8.177101335604675e-06, + 8.21484445623355e-06, + 8.257042281911708e-06, + 8.299348337459378e-06, + 8.342323781107552e-06, + 8.387331035919487e-06, + 8.434179108007811e-06, + 8.480897122353781e-06, + 8.522044481651392e-06, + 8.554303349228576e-06, + 8.585796422266867e-06, + 8.61031912791077e-06, + 8.631884156784508e-06, + 8.65463061927585e-06, + 8.67694052431034e-06, + 8.700389116711449e-06, + 8.723950486455578e-06, + 8.748399523028638e-06, + 8.77449656400131e-06, + 8.80010975379264e-06, + 8.827533747535199e-06, + 8.853117833496071e-06, + 8.880804671207443e-06, + 8.906623406801373e-06, + 8.929792784329038e-06, + 8.954843906394672e-06, + 8.975953278422821e-06, + 8.997189070214517e-06, + 9.015340765472502e-06, + 9.034026334120426e-06, + 9.05190063349437e-06, + 9.068053259397857e-06, + 9.083477380045224e-06, + 9.0981366156484e-06, + 9.113790838455316e-06, + 9.132965715252794e-06, + 9.154958206636366e-06, + 9.177782885672059e-06, + 9.200597560266033e-06, + 9.222917469742242e-06, + 9.247073649021331e-06, + 9.270574992115144e-06, + 9.292731192545034e-06, + 9.311256690125447e-06, + 9.32880266191205e-06, + 9.347418199467938e-06, + 9.364746802020818e-06, + 9.380385563417803e-06, + 9.394509106641635e-06, + 9.410088750883006e-06, + 9.429422789253294e-06, + 9.452252015762497e-06, + 9.476180821366142e-06, + 9.500037776888348e-06, + 9.52213849814143e-06, + 9.54375536821317e-06, + 9.56311578192981e-06, + 9.581038284522947e-06, + 9.596944437362254e-06, + 9.614056580176111e-06, + 9.630429303797428e-06, + 9.647532351664267e-06, + 9.664717254054267e-06, + 9.680614311946556e-06, + 9.695228072814643e-06, + 9.710571248433553e-06, + 9.726377356855664e-06, + 9.74308295553783e-06, + 9.759962267708033e-06, + 9.774787031346932e-06, + 9.79064770945115e-06, + 9.806579328142107e-06, + 9.82066285359906e-06, + 9.83314384939149e-06, + 9.845341992331669e-06, + 9.858335943135899e-06, + 9.871031579677947e-06, + 9.881902769848239e-06, + 9.893221431411803e-06, + 9.905820661515463e-06, + 9.917952411342412e-06, + 9.930415217240807e-06, + 9.944176781573333e-06, + 9.958485861716326e-06, + 9.9732978924294e-06, + 9.987762496166397e-06, + 1.0000099791795947e-05, + 1.0011924132413696e-05, + 1.002251883619465e-05, + 1.003267152555054e-05, + 1.0042693247669376e-05, + 1.0053515325125773e-05, + 1.0064853086078074e-05, + 1.0077605111291632e-05, + 1.0089564057125244e-05, + 1.0100777217303403e-05, + 1.0112516065419186e-05, + 1.0125580047315452e-05, + 1.0137511708308011e-05, + 1.0148592082259711e-05, + 1.0161104000872001e-05, + 1.0174841918342281e-05, + 1.0187916814174969e-05, + 1.0200148608419113e-05, + 1.0211844710283913e-05, + 1.0223916433460545e-05, + 1.0234703040623572e-05, + 1.0245168596156873e-05, + 1.0255371307721362e-05, + 1.026492282107938e-05, + 1.0274246960761957e-05, + 1.028430870064767e-05, + 1.029446593747707e-05, + 1.030435578286415e-05, + 1.0314243809261825e-05, + 1.032569161907304e-05, + 1.033745957101928e-05, + 1.0347794159315526e-05, + 1.0356426173530053e-05, + 1.0365578418713994e-05, + 1.037356832966907e-05, + 1.0379209015809465e-05, + 1.0385499990661629e-05, + 1.0392158401373308e-05, + 1.0398919584986288e-05, + 1.040673305396922e-05, + 1.0414270036562812e-05, + 1.0422147170174867e-05, + 1.0430076144984923e-05, + 1.043722568283556e-05, + 1.0444312465551775e-05, + 1.0450953595864121e-05, + 1.045715998770902e-05, + 1.0463647413416766e-05, + 1.0470249435456935e-05, + 1.0476144780113827e-05, + 1.0482128345756792e-05, + 1.0488322914170567e-05, + 1.0494689377082977e-05, + 1.0499807103769854e-05, + 1.0504435522307176e-05, + 1.0509342246223241e-05, + 1.0514109817449935e-05, + 1.0518545423110481e-05, + 1.0523208402446471e-05, + 1.052794777933741e-05, + 1.0533074600971304e-05, + 1.0538671631366014e-05, + 1.0544407814450096e-05, + 1.0550019396760035e-05, + 1.0555516382737551e-05, + 1.0560760529187974e-05, + 1.0566173841652926e-05, + 1.0571170605544467e-05, + 1.0575226951914374e-05, + 1.0579406989563722e-05, + 1.0584152732917573e-05, + 1.0588367331365589e-05, + 1.0591959835437592e-05, + 1.059522128343815e-05, + 1.0598881999612786e-05, + 1.0602811016724445e-05, + 1.0606882824504282e-05, + 1.061029797710944e-05, + 1.0614106031425763e-05, + 1.061755665432429e-05, + 1.0620859029586427e-05, + 1.0624044989526737e-05, + 1.062684168573469e-05, + 1.0630082215357106e-05, + 1.0633552847139072e-05, + 1.0636916158546228e-05, + 1.0640787877491675e-05, + 1.0645143447618466e-05, + 1.064924981619697e-05, + 1.0653510798874777e-05, + 1.065745254891226e-05, + 1.0660991392796859e-05, + 1.066432650986826e-05, + 1.0667444257705938e-05, + 1.0670442861737683e-05, + 1.0673214092093986e-05, + 1.0675831617845688e-05, + 1.0678169019229244e-05, + 1.0680802915885579e-05, + 1.0683447726478335e-05, + 1.0685893357731402e-05, + 1.0688501788536087e-05, + 1.069110476237256e-05, + 1.0693604963307735e-05, + 1.0696428034862038e-05, + 1.0699073754949495e-05, + 1.0701885912567377e-05, + 1.0704687156248838e-05, + 1.0707249202823732e-05, + 1.0709893103921786e-05, + 1.0712435141613241e-05, + 1.0714848940551747e-05, + 1.0716814358602278e-05, + 1.0718675184762105e-05, + 1.0720342288550455e-05, + 1.072186842066003e-05, + 1.0723470950324554e-05, + 1.072500253940234e-05, + 1.0726382242864929e-05, + 1.0727856533776503e-05, + 1.0729206223913934e-05, + 1.0730608664744068e-05, + 1.0731761904025916e-05, + 1.0732712325989269e-05, + 1.073367184289964e-05, + 1.0734587704064324e-05, + 1.0735418982221745e-05, + 1.0736096555774566e-05, + 1.0736732292571105e-05, + 1.073741714208154e-05, + 1.073800194717478e-05, + 1.0738647688413039e-05, + 1.0739273420767859e-05, + 1.0739880053733941e-05, + 1.0740476682258304e-05, + 1.0740947800513823e-05, + 1.0741468031483237e-05, + 1.0741933692770544e-05, + 1.0742382073658518e-05, + 1.0742835911514703e-05, + 1.0743230632215273e-05, + 1.074363444786286e-05, + 1.0743970960902516e-05, + 1.0744238352344837e-05, + 1.074444026016863e-05, + 1.0744598512246739e-05, + 1.0744699466158636e-05, + 1.0744760402303655e-05, + 1.0744783139671199e-05, + 1.0744772225734778e-05, + 1.0744717656052671e-05, + 1.0744630344561301e-05, + 1.0744480277935509e-05, + 1.0744278370111715e-05, + 1.0744020983111113e-05, + 1.0743697202997282e-05, + 1.0743361599452328e-05, + 1.0743017810455058e-05, + 1.0742642189143226e-05, + 1.0742253834905569e-05, + 1.0741822734416928e-05, + 1.0741369806055445e-05, + 1.0740840480139013e-05, + 1.0740257494035177e-05, + 1.0739717254182324e-05, + 1.0739195204223506e-05, + 1.0738587661762722e-05, + 1.0737943739513867e-05, + 1.073733528755838e-05, + 1.0736732292571105e-05, + 1.0736084732343443e-05, + 1.0735397154348902e-05, + 1.0734679563029204e-05, + 1.0733940143836662e-05, + 1.0733176168287173e-05, + 1.0732327609730419e-05, + 1.0731424481491558e-05, + 1.0730467693065293e-05, + 1.0729417226684745e-05, + 1.072823943104595e-05, + 1.072711074812105e-05, + 1.0726081200118642e-05, + 1.0725050742621534e-05, + 1.0724032108555548e-05, + 1.0723026207415387e-05, + 1.072200211638119e-05, + 1.0720938917074818e-05, + 1.0719841156969778e-05, + 1.0718708836066071e-05, + 1.071739552571671e-05, + 1.0716255019360688e-05, + 1.071521455742186e-05, + 1.0714125892263837e-05, + 1.07127734736423e-05, + 1.0711384675232694e-05, + 1.0710027709137648e-05, + 1.0708619811339304e-05, + 1.0707174624258187e-05, + 1.0705730346671771e-05, + 1.0704394298954867e-05, + 1.0703034604375716e-05, + 1.0701614883146249e-05, + 1.0700014172471128e-05, + 1.0698370715545025e-05, + 1.0696582648961339e-05, + 1.0694727279769722e-05, + 1.0692823707358912e-05, + 1.0690941962820943e-05, + 1.0689235750760417e-05, + 1.068749770638533e-05, + 1.0686017049010843e-05, + 1.0684374501579441e-05, + 1.068262463377323e-05, + 1.0680989362299442e-05, + 1.0679095794330351e-05, + 1.067713583324803e-05, + 1.067488847183995e-05, + 1.0672672033251729e-05, + 1.0670483788999263e-05, + 1.0667991773516405e-05, + 1.0665354238881264e-05, + 1.0662826753105037e-05, + 1.0660201041901018e-05, + 1.0657543498382438e-05, + 1.0654681318555959e-05, + 1.0652073797245976e-05, + 1.0649365322024096e-05, + 1.064661773853004e-05, + 1.0643873793014791e-05, + 1.0640930668159854e-05, + 1.06379275166546e-05, + 1.0635088074195664e-05, + 1.0632104022079147e-05, + 1.0629371899995022e-05, + 1.0626988114381675e-05, + 1.0624897186062299e-05, + 1.0623113666952122e-05, + 1.062115825334331e-05, + 1.0619212844176218e-05, + 1.0616929102980066e-05, + 1.0614630809868686e-05, + 1.0611953257466666e-05, + 1.0609634045977145e-05, + 1.060748218151275e-05, + 1.0605300303723197e-05, + 1.0603318514768034e-05, + 1.0601398571452592e-05, + 1.059916667145444e-05, + 1.0596531865303405e-05, + 1.0593504157441203e-05, + 1.059037913364591e-05, + 1.0587309589027427e-05, + 1.0584447409200948e-05, + 1.0581716196611524e-05, + 1.0579203262750525e-05, + 1.0576935892459005e-05, + 1.0574674888630398e-05, + 1.057231111190049e-05, + 1.0569347068667412e-05, + 1.056656037690118e-05, + 1.0563004252617247e-05, + 1.0559294423728716e-05, + 1.0555682820267975e-05, + 1.0551701052463613e-05, + 1.0547824786044657e-05, + 1.0544032193138264e-05, + 1.0540421499172226e-05, + 1.053689993568696e-05, + 1.0533087333897129e-05, + 1.0529747669352219e-05, + 1.052631614584243e-05, + 1.0522949196456466e-05, + 1.0519513125473168e-05, + 1.0516305337660015e-05, + 1.0513014785829e-05, + 1.0509783351153601e-05, + 1.0506386388442479e-05, + 1.0502854820515495e-05, + 1.0499662494112272e-05, + 1.0496299182705116e-05, + 1.0493036825209856e-05, + 1.0489462511031888e-05, + 1.0486161954759154e-05, + 1.0482466677785851e-05, + 1.0478600415808614e-05, + 1.0474741429788992e-05, + 1.0471018867974635e-05, + 1.0467213542142417e-05, + 1.0463249054737389e-05, + 1.0459608347446192e-05, + 1.045580120262457e-05, + 1.0451562047819607e-05, + 1.0447003660374321e-05, + 1.0442645361763425e-05, + 1.0438730896566994e-05, + 1.0435110198159236e-05, + 1.0431511327624321e-05, + 1.0428280802443624e-05, + 1.0425319487694651e-05, + 1.0421929800941143e-05, + 1.0418511010357179e-05, + 1.0415049473522231e-05, + 1.0411670700705145e-05, + 1.040853931044694e-05, + 1.0405519788037054e-05, + 1.0402651241747662e-05, + 1.039995640894631e-05, + 1.0396800462331157e-05, + 1.0393553566245828e-05, + 1.0390304851171095e-05, + 1.0387016118329484e-05, + 1.0383483640907798e-05, + 1.0380087587691378e-05, + 1.0376904356235173e-05, + 1.0373684744990896e-05, + 1.0370461495767813e-05, + 1.0367198228777852e-05, + 1.0364203262724914e-05, + 1.0361206477682572e-05, + 1.0358369763707742e-05, + 1.0355312952015083e-05, + 1.0352034223615192e-05, + 1.034850902215112e-05, + 1.0344911061110906e-05, + 1.034115302900318e-05, + 1.0337054845876992e-05, + 1.0332481906516477e-05, + 1.0327828022127505e-05, + 1.0323388778488152e-05, + 1.0319145985704381e-05, + 1.0315165127394721e-05, + 1.0311509868188296e-05, + 1.0308242053724825e-05, + 1.0304904208169319e-05, + 1.0301571819582023e-05, + 1.0297747394361068e-05, + 1.0293751074641477e-05, + 1.0289644706062973e-05, + 1.0285438293067273e-05, + 1.0281465620209929e-05, + 1.0277170986228157e-05, + 1.0273637599311769e-05, + 1.027018060995033e-05, + 1.026668724080082e-05, + 1.0262859177601058e-05, + 1.0258971087750979e-05, + 1.02549802249996e-05, + 1.0250929335597903e-05, + 1.024695757223526e-05, + 1.0243229553452693e-05, + 1.02392832559417e-05, + 1.0235402442049235e-05, + 1.023198365146527e-05, + 1.0228548489976674e-05, + 1.0224951438431162e-05, + 1.0221311640634667e-05, + 1.021792741084937e-05, + 1.0214473149972036e-05, + 1.0210883374384139e-05, + 1.0206566912529524e-05, + 1.0202192243013997e-05, + 1.0197844858339522e-05, + 1.0193330126639921e-05, + 1.0189096428803168e-05, + 1.0184954589931294e-05, + 1.0181093784922268e-05, + 1.0177262083743699e-05, + 1.0173792361456435e-05, + 1.016955229715677e-05, + 1.01652585726697e-05, + 1.0160524652746972e-05, + 1.0156092685065232e-05, + 1.0151535207114648e-05, + 1.0146761269425042e-05, + 1.0142457540496252e-05, + 1.0138345714949537e-05, + 1.0134180229215417e-05, + 1.0130132977792528e-05, + 1.0125924745807424e-05, + 1.0121502782567404e-05, + 1.011678614304401e-05, + 1.0111591109307483e-05, + 1.010643882182194e-05, + 1.010098640108481e-05, + 1.0095408470078837e-05, + 1.0089960596815217e-05, + 1.0084679161082022e-05, + 1.0079333151225e-05, + 1.0074047168018296e-05, + 1.0068486517411657e-05, + 1.00630713859573e-05, + 1.0057789040729403e-05, + 1.005279045784846e-05, + 1.004764544632053e-05, + 1.0043046131613664e-05, + 1.0039025255537126e-05, + 1.0034817023552023e-05, + 1.003074248728808e-05, + 1.0026708878285717e-05, + 1.0022699825640302e-05, + 1.0018948159995489e-05, + 1.0015189218393061e-05, + 1.001122291199863e-05, + 1.0007686796598136e-05, + 1.0003765964938793e-05, + 9.999922440329101e-06, + 9.9959715953446e-06, + 9.992255399993155e-06, + 9.98844643618213e-06, + 9.984094504034147e-06, + 9.979962669603992e-06, + 9.976045475923456e-06, + 9.971992767532356e-06, + 9.967740879801568e-06, + 9.962939657270908e-06, + 9.958464943338186e-06, + 9.953913831850514e-06, + 9.949260856956244e-06, + 9.944111297954805e-06, + 9.938813491316978e-06, + 9.93387948255986e-06, + 9.929223779181484e-06, + 9.924570804287214e-06, + 9.919623153109569e-06, + 9.914871952787507e-06, + 9.910473636409733e-06, + 9.906295417749789e-06, + 9.902304554998409e-06, + 9.898051757772919e-06, + 9.89416366792284e-06, + 9.890512956189923e-06, + 9.88673036772525e-06, + 9.88240117294481e-06, + 9.87750718195457e-06, + 9.872523150988854e-06, + 9.867199878499378e-06, + 9.861715625447687e-06, + 9.856419637799263e-06, + 9.85119095275877e-06, + 9.845989552559331e-06, + 9.840860002441332e-06, + 9.83609879767755e-06, + 9.831153874984011e-06, + 9.826325367612299e-06, + 9.821261301112827e-06, + 9.816070814849809e-06, + 9.811313248064835e-06, + 9.806482012209017e-06, + 9.80196909949882e-06, + 9.79704418568872e-06, + 9.792675882636104e-06, + 9.788645911612548e-06, + 9.784601388673764e-06, + 9.780463187780697e-06, + 9.7758993433672e-06, + 9.771732038643677e-06, + 9.76734736468643e-06, + 9.762497938936576e-06, + 9.757408406585455e-06, + 9.75251714407932e-06, + 9.747763215273153e-06, + 9.743149348651059e-06, + 9.738470907905139e-06, + 9.733570550451986e-06, + 9.728804798214696e-06, + 9.723903531266842e-06, + 9.718479304865468e-06, + 9.712571227282751e-06, + 9.706610399007332e-06, + 9.7012080004788e-06, + 9.695978405943606e-06, + 9.690877050161362e-06, + 9.685601071396377e-06, + 9.680551556812134e-06, + 9.675948604126461e-06, + 9.671282896306366e-06, + 9.666626283433288e-06, + 9.662222510087304e-06, + 9.658013368607499e-06, + 9.654039786255453e-06, + 9.650276297179516e-06, + 9.64637456490891e-06, + 9.64245464274427e-06, + 9.638398296374362e-06, + 9.634563866711687e-06, + 9.63071761361789e-06, + 9.626856808608864e-06, + 9.62279227678664e-06, + 9.618156582291704e-06, + 9.613757356419228e-06, + 9.608909749658778e-06, + 9.604084880265873e-06, + 9.59887620410882e-06, + 9.59358749241801e-06, + 9.58828877628548e-06, + 9.583551218383946e-06, + 9.578876415616833e-06, + 9.574614523444325e-06, + 9.570835572958458e-06, + 9.567026609147433e-06, + 9.562943887431175e-06, + 9.558553756505717e-06, + 9.554372809361666e-06, + 9.549617971060798e-06, + 9.544526619720273e-06, + 9.539516213408206e-06, + 9.534815944789443e-06, + 9.530580427963287e-06, + 9.526290341455024e-06, + 9.522321306576487e-06, + 9.518330443825107e-06, + 9.51431047724327e-06, + 9.509932169748936e-06, + 9.505458365310915e-06, + 9.501129170530476e-06, + 9.496958227828145e-06, + 9.492209755990189e-06, + 9.48736760619795e-06, + 9.482520908932202e-06, + 9.477866115048528e-06, + 9.4734405138297e-06, + 9.468683856539428e-06, + 9.46370346355252e-06, + 9.458941349294037e-06, + 9.45407009567134e-06, + 9.449187928112224e-06, + 9.443733688385691e-06, + 9.437753760721534e-06, + 9.432050319446716e-06, + 9.426473297935445e-06, + 9.421280083188321e-06, + 9.416073226020671e-06, + 9.411185601493344e-06, + 9.40621248446405e-06, + 9.401540410181042e-06, + 9.397044777870178e-06, + 9.392319952894468e-06, + 9.387785212311428e-06, + 9.383173164678738e-06, + 9.37872209760826e-06, + 9.373879947816022e-06, + 9.368736755277496e-06, + 9.363287972519174e-06, + 9.357625458505936e-06, + 9.351731932838447e-06, + 9.345703801955096e-06, + 9.340102224086877e-06, + 9.33476894715568e-06, + 9.329486601927783e-06, + 9.324468919658102e-06, + 9.31973318074597e-06, + 9.315355782746337e-06, + 9.311344001616817e-06, + 9.307428626925685e-06 + ] + ], + "stabilities": [ + [ + 1.0, + 1.0, + 1.0, + 1.0, + 0.20356261730194092, + 1.0, + 1.0, + 1.0, + -2.9864420890808105, + 1.0, + 1.0, + 1.0, + 0.8396809101104736, + 1.0, + 1.0, + 1.0, + 1.0, + 0.954330325126648, + 0.8075807690620422, + 0.6911488771438599, + 1.0, + 0.90611332654953, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989631175994873, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8659311532974243, + 0.9390895366668701, + 0.7679457068443298, + 1.0, + 1.0, + 0.6973704099655151, + 0.8301874995231628, + 1.0, + 0.8135783672332764, + 1.0, + 0.8930049538612366, + 0.7141737937927246, + 1.0, + 0.9087612628936768, + 1.0, + 0.9056025743484497, + 0.8013603687286377, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986410140991211, + 0.9937882423400879, + 0.8540831804275513, + 0.9331058263778687, + 1.0, + 0.962580680847168, + 0.9334443807601929, + 1.0, + 1.0, + 1.0, + 0.9054352045059204, + 0.7680666446685791, + 0.8263567686080933, + 1.0, + 1.0, + 0.8278027772903442, + 0.8858745098114014, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9389596581459045, + 0.8521931171417236, + 0.986046552658081, + 1.0, + 1.0, + 0.8021055459976196, + 1.0, + 0.9014521241188049, + 1.0, + 1.0, + 0.9514859318733215, + 1.0, + 1.0, + 0.9715954661369324, + 1.0, + 1.0, + 1.0, + 0.8294525146484375, + 0.971550703048706, + 0.8090894222259521, + 0.9539726972579956, + 0.9350977540016174, + 0.8278321623802185, + 1.0, + 0.8586256504058838, + 1.0, + 0.9311082363128662, + 1.0, + 1.0, + 1.0, + 0.8763334155082703, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8638309240341187, + 0.7936742305755615, + 1.0, + 0.885431706905365, + 1.0, + 1.0, + 0.9821352958679199, + 1.0, + 0.9797713756561279, + 0.9280950427055359, + 0.9750476479530334, + 0.9772358536720276, + 0.8217337131500244, + 0.8982922434806824, + 1.0, + 1.0, + 0.926586389541626, + 0.8438200950622559, + 0.8040624260902405, + 1.0, + 0.8782472610473633, + 1.0, + 0.9025313854217529, + 1.0, + 1.0, + 1.0, + 0.9573800563812256, + 1.0, + 0.9115434885025024, + 1.0, + 0.8110033869743347, + 0.7386505603790283, + 0.9250705242156982, + 0.6217058897018433, + 0.9558757543563843, + 0.8027591705322266, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9517268538475037, + 0.9959326982498169, + 1.0, + 0.8750838041305542, + 0.7970004081726074, + 0.8485117554664612, + 0.9378538131713867, + 1.0, + 0.9067723155021667, + 0.9477804899215698, + 0.9278334975242615, + 1.0, + 1.0, + 0.8642914295196533, + 0.6736059188842773, + 0.9834470748901367, + 1.0, + 1.0, + 0.9726570844650269, + 0.9665707945823669, + 1.0, + 1.0, + 0.7932671308517456, + 0.8744546175003052, + 0.7231599688529968, + 1.0, + 0.8734614849090576, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9492743015289307, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.974908709526062, + 0.8777686357498169, + 1.0, + 0.9790539741516113, + 0.9789638519287109, + 1.0, + 0.9123574495315552, + 0.8621602058410645, + 1.0, + 0.7975583076477051, + 0.9678525328636169, + 0.8604652285575867, + 0.9517406821250916, + 0.8583405017852783, + 1.0, + 0.9582067728042603, + 0.8832144141197205, + 0.9369753003120422, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9694891571998596, + 0.9499741792678833, + 1.0, + 0.9361069202423096, + 1.0, + 0.8938754200935364, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9877026677131653, + 0.9700198769569397, + 0.9510215520858765, + 1.0, + 0.85858154296875, + 0.9236752390861511, + 0.7924381494522095, + 0.9464500546455383, + 1.0, + 1.0, + 0.9674594402313232, + 1.0, + 1.0, + 0.9559000134468079, + 1.0, + 0.6275883913040161, + 0.9487444162368774, + 0.9276421666145325, + 0.9792661666870117, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974542856216431, + 1.0, + 1.0, + 0.8922183513641357, + 0.9377238750457764, + 1.0, + 1.0, + 1.0, + 0.8567583560943604, + 1.0, + 1.0, + 1.0, + 0.9754847288131714, + 0.8713164329528809, + 1.0, + 1.0, + 0.9558796882629395, + 0.9093770980834961, + 0.9073623418807983, + 0.9074398279190063, + 1.0, + 0.9241150617599487, + 0.8787046670913696, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9854063391685486, + 0.9979909658432007, + 0.9622689485549927, + 0.882951557636261, + 1.0, + 0.8864415884017944, + 0.9553022384643555, + 0.9769893288612366, + 0.8738500475883484, + 1.0, + 1.0, + 0.8505192399024963, + 1.0, + 0.9128708243370056, + 1.0, + 1.0, + 0.9822638034820557, + 0.8938535451889038, + 0.9287973046302795, + 1.0, + 0.9468687772750854, + 0.8370358943939209, + 0.5726983547210693, + 0.9717281460762024, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9386954307556152, + 0.8233251571655273, + 0.9827325344085693, + 0.8356081247329712, + 0.9984025955200195, + 0.9439114332199097, + 1.0, + 1.0, + 0.9384816288948059, + 1.0, + 1.0, + 1.0, + 0.9940864443778992, + 0.8798373341560364, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9633268117904663, + 1.0, + 1.0, + 0.9752699136734009, + 1.0, + 0.9157963395118713, + 0.9187918305397034, + 1.0, + 0.9704142212867737, + 1.0, + 0.8919447064399719, + 0.9985106587409973, + 0.9814707636833191, + 0.9212444424629211, + 1.0, + 1.0, + 0.9599276781082153, + 1.0, + 1.0, + 1.0, + 0.9584904313087463, + 0.8713469505310059, + 1.0, + 0.977558970451355, + 1.0, + 0.9399601221084595, + 1.0, + 1.0, + 1.0, + 0.9003229141235352, + 0.8092758655548096, + 0.9505542516708374, + 0.6539430618286133, + 0.9791741371154785, + 1.0, + 1.0, + 1.0, + 0.9416031837463379, + 1.0, + 1.0, + 1.0, + 0.9257728457450867, + 0.9972901940345764, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8014876842498779, + 0.9790681600570679, + 1.0, + 0.997836709022522, + 0.8644669055938721, + 1.0, + 1.0, + 0.9999394416809082, + 0.9775442481040955, + 0.8743918538093567, + 1.0, + 1.0, + 0.8218708634376526, + 0.9823108911514282, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9685482382774353, + 0.9482680559158325, + 1.0, + 0.789519727230072, + 0.7851282954216003, + 1.0, + 1.0, + 1.0, + 0.8445080518722534, + 1.0, + 0.8797191381454468, + 0.669005811214447, + 0.886975109577179, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999563992023468, + 1.0, + 1.0, + 1.0, + 0.8830277323722839, + 0.8219807147979736, + 1.0, + 0.8780828714370728, + 1.0, + 0.9026075601577759, + 1.0, + 1.0, + 1.0, + 0.892306387424469, + 1.0, + 0.9922882318496704, + 1.0, + 0.864242672920227, + 0.9973190426826477, + 0.873680591583252, + 0.6714739799499512, + 1.0, + 0.9027197957038879, + 1.0, + 0.859160840511322, + 1.0, + 0.987484335899353, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875579476356506, + 1.0, + 0.9016067385673523, + 1.0, + 1.0, + 0.9946292042732239, + 1.0, + 1.0, + 1.0, + 0.961539626121521, + 0.938255786895752, + 0.9888588786125183, + 0.990730881690979, + 0.8632620573043823, + 0.9428765177726746, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9532392024993896, + 1.0, + 1.0, + 0.9891144633293152, + 0.9373894333839417, + 1.0, + 0.9758905172348022, + 0.8404887914657593, + 0.9230693578720093, + 1.0, + 1.0, + 0.9092587828636169, + 0.8346755504608154, + 1.0, + 1.0, + 0.8039602637290955, + 1.0, + 1.0, + 0.9959646463394165, + 1.0, + 0.8972594141960144, + 1.0, + 1.0, + 0.9929889440536499, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9475953578948975, + 1.0, + 1.0, + 0.9776145815849304, + 0.9931581020355225, + 0.9653390049934387, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9474083185195923, + 0.9678956270217896, + 0.8783986568450928, + 1.0, + 0.8043241500854492, + 0.9323508143424988, + 0.9911864995956421, + 1.0, + 1.0, + 0.8590792417526245, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9686753153800964, + 0.9385772347450256, + 1.0, + 0.9491132497787476, + 0.8941672444343567, + 0.9564988613128662, + 1.0, + 1.0, + 0.8976068496704102, + 0.9165031313896179, + 1.0, + 1.0, + 0.9453477263450623, + 1.0, + 0.9216150045394897, + 1.0, + 0.9522092938423157, + 0.8879531621932983, + 0.8474004864692688, + 1.0, + 1.0, + 0.9387381672859192, + 0.9701846241950989, + 1.0, + 0.977009117603302, + 1.0, + 0.9293505549430847, + 1.0, + 0.9644995331764221, + 0.8707284331321716, + 1.0, + 0.9569981098175049, + 1.0, + 1.0, + 0.9294887781143188, + 1.0, + 1.0, + 0.9278736114501953, + 0.8933505415916443, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995189309120178, + 0.9051870107650757, + 1.0, + 0.9865320324897766, + 0.8861803412437439, + 1.0, + 0.8321718573570251, + 0.9947575926780701, + 0.9693494439125061, + 1.0, + 1.0, + 1.0, + 0.967849850654602, + 1.0, + 0.9735745191574097, + 0.9645563364028931, + 0.9758844971656799, + 0.9706252813339233, + 1.0, + 0.9623953104019165, + 0.9977700114250183, + 1.0, + 0.987175464630127, + 1.0, + 0.8932477235794067, + 0.9905900359153748, + 1.0, + 1.0, + 0.9110376834869385, + 1.0, + 1.0, + 1.0, + 0.9011445045471191, + 0.9964655041694641, + 1.0, + 1.0, + 0.962558388710022, + 0.9134494662284851, + 1.0, + 1.0, + 0.9584475755691528, + 1.0, + 1.0, + 1.0, + 0.9981318712234497, + 0.9958053827285767, + 0.9951633214950562, + 0.8701630234718323, + 0.9658050537109375, + 0.9385391473770142, + 0.994407594203949, + 1.0, + 0.9971083402633667, + 1.0, + 0.9882690906524658, + 0.8234168887138367, + 0.9202892780303955, + 0.8642604351043701, + 0.9923819303512573, + 1.0, + 1.0, + 1.0, + 0.9483863711357117, + 1.0, + 1.0, + 0.9807333946228027, + 0.9565477967262268, + 1.0, + 0.9519132375717163, + 0.9858224987983704, + 1.0, + 0.8915799856185913, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9012170433998108, + 1.0, + 1.0, + 0.9715795516967773, + 1.0, + 1.0, + 0.9956772923469543, + 1.0, + 0.9112548828125, + 1.0, + 0.9130740165710449, + 0.9262046813964844, + 1.0, + 0.9040460586547852, + 1.0, + 0.9381841421127319, + 1.0, + 0.8886616230010986, + 1.0, + 0.9733138084411621, + 0.9933080077171326, + 0.9132302403450012, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9369905591011047, + 0.9059856534004211, + 0.9799136519432068, + 0.9631221890449524, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9659924507141113, + 0.9654413461685181, + 0.8423243761062622, + 0.9467847347259521, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9054353833198547, + 0.9277228713035583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9812456369400024, + 0.7783297896385193, + 1.0, + 0.8604914546012878, + 0.9883732795715332, + 0.9836908578872681, + 1.0, + 1.0, + 0.9083511829376221, + 1.0, + 0.953332781791687, + 1.0, + 0.9769598245620728, + 1.0, + 0.9188831448554993, + 0.7859490513801575, + 1.0, + 0.9349765777587891, + 0.9689347147941589, + 0.9571245908737183, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9872344732284546, + 1.0, + 0.9031620621681213, + 0.9052690267562866, + 1.0, + 1.0, + 0.9230058193206787, + 1.0, + 1.0, + 1.0, + 0.9943869113922119, + 0.9342021346092224, + 1.0, + 0.9376625418663025, + 0.9599208831787109, + 0.9119565486907959, + 1.0, + 1.0, + 0.9357552528381348, + 1.0, + 1.0, + 1.0, + 0.8678527474403381, + 1.0, + 0.9157037138938904, + 1.0, + 0.9669466018676758, + 1.0, + 0.931148886680603, + 1.0, + 1.0, + 0.9554758667945862, + 1.0, + 0.9857873320579529, + 1.0, + 0.9057253003120422, + 0.937440812587738, + 1.0, + 0.9355380535125732, + 1.0, + 1.0, + 0.9511435031890869, + 0.9883227944374084, + 0.8801994323730469, + 1.0, + 0.9900874495506287, + 1.0, + 0.9936885833740234, + 1.0, + 1.0, + 0.8146360516548157, + 0.9817406535148621, + 0.9537031650543213, + 1.0, + 0.943973958492279, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9387129545211792, + 1.0, + 0.9271347522735596, + 0.9327874779701233, + 0.9333227872848511, + 1.0, + 1.0, + 0.9999289512634277, + 0.82554030418396, + 1.0, + 0.9935701489448547, + 1.0, + 1.0, + 0.9200136065483093, + 1.0, + 1.0, + 0.9874909520149231, + 0.8649161458015442, + 1.0, + 1.0, + 0.9493773579597473, + 1.0, + 1.0, + 1.0, + 0.993486762046814, + 0.9542776346206665, + 1.0, + 0.9409599900245667, + 0.799739420413971, + 1.0, + 0.9535413980484009, + 0.9909971356391907, + 1.0, + 0.9660843014717102, + 1.0, + 1.0, + 0.9706535339355469, + 0.9638684391975403, + 0.7713661193847656, + 0.9195836782455444, + 1.0, + 1.0, + 1.0, + 0.952020525932312, + 1.0, + 1.0, + 0.9967066645622253, + 0.9686143398284912, + 0.9347043633460999, + 0.9766364097595215, + 1.0, + 0.993747353553772, + 1.0, + 0.9270379543304443, + 1.0, + 1.0, + 0.9339814186096191, + 0.8841498494148254, + 0.9836304783821106, + 1.0, + 0.821253776550293, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9602276086807251, + 1.0, + 1.0, + 0.8478492498397827, + 1.0, + 0.9804530739784241, + 0.9599035978317261, + 1.0, + 0.9880052208900452, + 1.0, + 0.8940693140029907, + 0.8953187465667725, + 1.0, + 0.9696450233459473, + 0.9145157933235168, + 1.0, + 1.0, + 0.9105895161628723, + 1.0, + 1.0, + 1.0, + 0.943831741809845, + 1.0, + 1.0, + 1.0, + 0.9669074416160583, + 0.9353581070899963, + 1.0, + 0.8917861580848694, + 1.0, + 0.9823832511901855, + 0.9634194374084473, + 1.0, + 0.847713828086853, + 0.9889370799064636, + 1.0, + 1.0, + 1.0, + 0.9779855012893677, + 0.9604370594024658, + 1.0, + 0.8449035882949829, + 1.0, + 0.991760790348053, + 1.0, + 1.0, + 1.0, + 0.9996829628944397, + 0.9917718172073364, + 0.8760805726051331, + 1.0, + 0.9221433401107788, + 0.9804649949073792, + 0.7779774069786072, + 0.9304640293121338, + 0.8340370059013367, + 1.0, + 0.9066562056541443, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9672316908836365, + 0.8423792123794556, + 1.0, + 0.8597033023834229, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9448372721672058, + 1.0, + 0.890350341796875, + 1.0, + 1.0, + 0.9665386080741882, + 0.9333223104476929, + 0.9666441679000854, + 1.0, + 1.0, + 0.8468347787857056, + 1.0, + 1.0, + 1.0, + 0.9366480112075806, + 0.9924173951148987, + 1.0, + 1.0, + 1.0, + 1.0, + 0.960711658000946, + 0.9113748073577881, + 0.9254653453826904, + 1.0, + 0.9863194823265076, + 1.0, + 1.0, + 1.0, + 0.9741569757461548, + 0.9763571619987488, + 1.0, + 0.9107911586761475, + 1.0, + 1.0, + 1.0, + 0.9361076951026917, + 0.9892870783805847, + 1.0, + 0.879485547542572, + 0.909874677658081, + 0.9251088500022888, + 1.0, + 1.0, + 0.9004990458488464, + 1.0, + 1.0, + 0.9838964343070984, + 1.0, + 0.906085729598999, + 1.0, + 1.0, + 0.9865939617156982, + 1.0, + 0.9722343683242798, + 1.0, + 0.9524179100990295, + 0.9433258771896362, + 1.0, + 0.9241286516189575, + 1.0, + 1.0, + 1.0, + 0.9043357968330383, + 0.9545732736587524, + 0.9958482980728149, + 1.0, + 0.8785724639892578, + 0.9782710075378418, + 1.0, + 1.0, + 1.0, + 0.956681489944458, + 1.0, + 1.0, + 0.9896015524864197 + ], + [ + 1.0, + 1.0, + 0.892310619354248, + 1.0, + 1.0, + 1.0, + -7.988228797912598, + 1.0, + 0.796087920665741, + 0.540716290473938, + 1.0, + 1.0, + 0.9813764691352844, + 0.7547446489334106, + 0.8490474224090576, + 1.0, + 1.0, + 0.9504953026771545, + 0.7437700033187866, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8798187971115112, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.980896532535553, + 0.9631079435348511, + 0.899303138256073, + 0.9037168025970459, + 0.9335748553276062, + 0.6283872127532959, + 1.0, + 0.9483692049980164, + 1.0, + 1.0, + 0.9991493225097656, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989450573921204, + 1.0, + 0.9169250726699829, + 1.0, + 0.9551050066947937, + 0.6861189007759094, + 0.8264652490615845, + 0.8783963918685913, + 1.0, + 1.0, + 1.0, + 0.984501302242279, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9558626413345337, + 0.9825772047042847, + 0.9772512316703796, + 0.9636121392250061, + 1.0, + 0.9378346800804138, + 0.9204753041267395, + 0.8449825048446655, + 0.9711336493492126, + 0.9609816670417786, + 1.0, + 0.9206399917602539, + 0.8335875868797302, + 0.9840167760848999, + 1.0, + 0.9376746416091919, + 0.8841849565505981, + 1.0, + 0.8943758606910706, + 1.0, + 0.9541068077087402, + 0.9912225008010864, + 0.9378717541694641, + 0.9373693466186523, + 0.7576922178268433, + 1.0, + 0.7944010496139526, + 0.916937530040741, + 0.884405255317688, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9351856112480164, + 0.993933916091919, + 1.0, + 0.8113090991973877, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8445679545402527, + 0.8191494941711426, + 0.9187812805175781, + 0.8493070006370544, + 0.8664067983627319, + 0.9633141160011292, + 0.7284753322601318, + 1.0, + 0.7717872858047485, + 0.8507440090179443, + 1.0, + 1.0, + 0.8506470918655396, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9238688945770264, + 1.0, + 0.9927184581756592, + 0.8590848445892334, + 0.7951076030731201, + 1.0, + 0.9509857892990112, + 1.0, + 1.0, + 1.0, + 1.0, + 0.901738166809082, + 1.0, + 0.884970486164093, + 1.0, + 1.0, + 0.9118576645851135, + 0.9600489139556885, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9900139570236206, + 1.0, + 1.0, + 0.9501135349273682, + 0.9121129512786865, + 1.0, + 0.8901985287666321, + 1.0, + 0.9756237268447876, + 1.0, + 0.9696159958839417, + 0.9392008185386658, + 1.0, + 1.0, + 1.0, + 0.8257397413253784, + 1.0, + 0.9028573632240295, + 1.0, + 0.995806872844696, + 0.8251450657844543, + 0.9525529146194458, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9843980073928833, + 1.0, + 1.0, + 1.0, + 0.8821479082107544, + 0.8652252554893494, + 0.8612761497497559, + 0.8688631653785706, + 1.0, + 0.9311691522598267, + 0.8989696502685547, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9567732214927673, + 1.0, + 0.9305280447006226, + 0.9607343077659607, + 1.0, + 1.0, + 0.9098691344261169, + 0.9054065346717834, + 1.0, + 1.0, + 0.9245532751083374, + 0.986784815788269, + 1.0, + 1.0, + 0.9174066781997681, + 0.9963082671165466, + 0.8657234907150269, + 1.0, + 0.9970656633377075, + 0.8652865886688232, + 0.9160968661308289, + 1.0, + 0.8593636751174927, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9768157005310059, + 1.0, + 0.9198154807090759, + 0.8205761909484863, + 0.8917706608772278, + 0.9299417734146118, + 0.8884427547454834, + 0.8210833072662354, + 0.9424929618835449, + 0.9817546010017395, + 1.0, + 0.8126004934310913, + 1.0, + 0.9905038475990295, + 1.0, + 0.9823790788650513, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9692862033843994, + 1.0, + 1.0, + 0.9464304447174072, + 0.9204193353652954, + 0.7596917152404785, + 0.9165274500846863, + 0.8911001086235046, + 1.0, + 0.8298724293708801, + 0.9103579521179199, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9304628968238831, + 1.0, + 0.9669557809829712, + 0.7918844819068909, + 0.7465746402740479, + 0.7959314584732056, + 1.0, + 1.0, + 0.8911704421043396, + 0.9524620175361633, + 1.0, + 1.0, + 1.0, + 0.9503603577613831, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8436433672904968, + 1.0, + 1.0, + 0.9540465474128723, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9518505334854126, + 1.0, + 0.9445582032203674, + 0.8824095726013184, + 0.9297512769699097, + 0.8985874056816101, + 0.8478102087974548, + 0.8894198536872864, + 0.9590930938720703, + 0.9818047285079956, + 0.9616068601608276, + 1.0, + 0.9228570461273193, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8831719160079956, + 0.8295241594314575, + 1.0, + 0.866477370262146, + 0.8306410908699036, + 0.7984722256660461, + 0.8133324980735779, + 1.0, + 1.0, + 1.0, + 0.9468309879302979, + 0.9651511907577515, + 0.9255089163780212, + 0.5474430322647095, + 0.8997458815574646, + 0.6146141290664673, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8935998678207397, + 1.0, + 0.8214244246482849, + 1.0, + 1.0, + 1.0, + 1.0, + 0.946343183517456, + 1.0, + 1.0, + 0.9868662357330322, + 0.9759553670883179, + 0.8796260952949524, + 0.8698874115943909, + 0.9155205488204956, + 1.0, + 0.7030493021011353, + 1.0, + 0.9290674328804016, + 1.0, + 0.9817538261413574, + 0.915492057800293, + 1.0, + 1.0, + 1.0, + 0.8987199664115906, + 1.0, + 1.0, + 1.0, + 0.8595293760299683, + 0.9520450234413147, + 1.0, + 0.7863620519638062, + 0.7490179538726807, + 0.8353372812271118, + 0.8056901097297668, + 1.0, + 0.88625168800354, + 1.0, + 1.0, + 0.969125509262085, + 0.9719758629798889, + 0.9556534886360168, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.986697256565094, + 0.8989834189414978, + 0.7714047431945801, + 0.7299572229385376, + 1.0, + 1.0, + 0.9875209331512451, + 0.8391462564468384, + 1.0, + 1.0, + 0.8469765186309814, + 0.900195300579071, + 1.0, + 1.0, + 0.7644780278205872, + 0.988895833492279, + 1.0, + 1.0, + 1.0, + 0.8920379281044006, + 1.0, + 1.0, + 0.9193336963653564, + 1.0, + 0.9564050436019897, + 0.9953293204307556, + 0.9111853241920471, + 1.0, + 0.884182870388031, + 0.7910617589950562, + 1.0, + 0.9802244305610657, + 1.0, + 1.0, + 0.9750564694404602, + 1.0, + 0.7734828591346741, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9863856434822083, + 0.9396851062774658, + 1.0, + 0.9300187230110168, + 1.0, + 0.8697532415390015, + 0.9445054531097412, + 1.0, + 1.0, + 1.0, + 0.9135169386863708, + 0.905439019203186, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9448797702789307, + 1.0, + 1.0, + 0.9278665781021118, + 0.9703613519668579, + 0.9206591844558716, + 0.9792662262916565, + 1.0, + 1.0, + 0.904591977596283, + 0.9749855995178223, + 1.0, + 0.9753081202507019, + 0.943639874458313, + 0.9695549011230469, + 1.0, + 0.9392820596694946, + 1.0, + 1.0, + 0.977969229221344, + 0.9476937055587769, + 0.9451353549957275, + 1.0, + 0.9690634608268738, + 0.8447741866111755, + 1.0, + 1.0, + 1.0, + 0.8647367358207703, + 1.0, + 0.9304072856903076, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9572803378105164, + 1.0, + 0.891298770904541, + 0.9198301434516907, + 0.9491239786148071, + 0.912146270275116, + 1.0, + 0.9472207427024841, + 0.9937200546264648, + 1.0, + 1.0, + 0.9664029479026794, + 1.0, + 0.9597304463386536, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9191389083862305, + 0.993456244468689, + 0.9937946796417236, + 0.8777254819869995, + 0.9708053469657898, + 0.8693767786026001, + 1.0, + 1.0, + 0.9911518692970276, + 0.9437756538391113, + 0.9657636284828186, + 0.8458067774772644, + 0.9216089248657227, + 1.0, + 0.9470012187957764, + 0.7968634366989136, + 1.0, + 0.9637888669967651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8599482178688049, + 0.9677712321281433, + 1.0, + 0.9332630634307861, + 1.0, + 0.9621171355247498, + 1.0, + 1.0, + 0.9300979375839233, + 1.0, + 1.0, + 0.9660757780075073, + 0.899285078048706, + 0.9922834038734436, + 1.0, + 1.0, + 0.9000592231750488, + 0.832626461982727, + 1.0, + 1.0, + 0.8499450087547302, + 0.9373751282691956, + 0.862686276435852, + 1.0, + 1.0, + 0.7712549567222595, + 1.0, + 1.0, + 1.0, + 0.8968914151191711, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.983153760433197, + 1.0, + 1.0, + 1.0, + 0.9368281364440918, + 0.9356807470321655, + 0.9555585980415344, + 1.0, + 1.0, + 0.9181420803070068, + 0.914630651473999, + 1.0, + 0.8722068667411804, + 1.0, + 0.890863835811615, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9679425358772278, + 1.0, + 0.9352685809135437, + 1.0, + 0.8054502010345459, + 1.0, + 0.9390872716903687, + 0.9909607768058777, + 1.0, + 0.9815585017204285, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8785914778709412, + 0.9438595771789551, + 1.0, + 0.8021873235702515, + 0.9513769745826721, + 1.0, + 0.9559760689735413, + 0.8822998404502869, + 1.0, + 1.0, + 0.9159925580024719, + 0.8171457052230835, + 1.0, + 1.0, + 1.0, + 0.8756368160247803, + 1.0, + 1.0, + 1.0, + 0.919691801071167, + 0.9652503132820129, + 0.971773087978363, + 0.9816800951957703, + 0.9390995502471924, + 0.921221911907196, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8863767981529236, + 1.0, + 1.0, + 1.0, + 0.9041116833686829, + 0.9804685711860657, + 1.0, + 1.0, + 0.9498223662376404, + 0.8601366877555847, + 0.994605541229248, + 1.0, + 0.9051437377929688, + 0.8844387531280518, + 0.92399662733078, + 1.0, + 1.0, + 0.9773673415184021, + 1.0, + 0.8618900775909424, + 0.9758610725402832, + 1.0, + 0.9181147813796997, + 0.957432210445404, + 1.0, + 1.0, + 1.0, + 0.9328511357307434, + 0.9359902143478394, + 1.0, + 1.0, + 0.9408840537071228, + 1.0, + 1.0, + 0.9669854640960693, + 0.9724037051200867, + 1.0, + 1.0, + 0.9832212924957275, + 0.8925969004631042, + 1.0, + 1.0, + 0.9558115601539612, + 0.9161646366119385, + 0.9151674509048462, + 1.0, + 0.8921986818313599, + 1.0, + 1.0, + 1.0, + 0.8949488401412964, + 0.9131572842597961, + 1.0, + 0.9447952508926392, + 0.9890033006668091, + 0.9212501645088196, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9462669491767883, + 0.9322665929794312, + 1.0, + 1.0, + 0.8358914256095886, + 0.969986617565155, + 1.0, + 1.0, + 0.865548849105835, + 0.9265293478965759, + 1.0, + 0.9865066409111023, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8755375146865845, + 1.0, + 1.0, + 0.9774304628372192, + 0.9980844259262085, + 1.0, + 0.9627261161804199, + 1.0, + 0.9400326609611511, + 1.0, + 0.9673420190811157, + 0.9978308081626892, + 1.0, + 1.0, + 0.997008204460144, + 0.9984009861946106, + 0.9312619566917419, + 0.9536704421043396, + 1.0, + 0.9566154479980469, + 1.0, + 1.0, + 1.0, + 0.9047864675521851, + 0.9402652978897095, + 0.9973412156105042, + 0.8957494497299194, + 0.8217594027519226, + 1.0, + 1.0, + 0.9573490023612976, + 0.9549960494041443, + 0.9911903142929077, + 1.0, + 0.9449926018714905, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9558827877044678, + 0.980514645576477, + 1.0, + 0.9482827186584473, + 0.9316799640655518, + 1.0, + 1.0, + 0.977505087852478, + 0.9826614260673523, + 1.0, + 0.8784497380256653, + 0.9815372824668884, + 1.0, + 1.0, + 1.0, + 0.9875246286392212, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9191675186157227, + 1.0, + 1.0, + 0.8949199914932251, + 0.9433268904685974, + 0.9090636968612671, + 0.9892218708992004, + 1.0, + 0.9139562249183655, + 1.0, + 1.0, + 0.9708508253097534, + 1.0, + 0.8674982786178589, + 0.914546012878418, + 0.9387930035591125, + 1.0, + 0.961284339427948, + 0.9218999147415161, + 1.0, + 1.0, + 0.9487343430519104, + 0.7856768369674683, + 1.0, + 1.0, + 0.9866950511932373, + 0.9610504508018494, + 1.0, + 0.9482550024986267, + 1.0, + 1.0, + 0.9783670902252197, + 1.0, + 1.0, + 1.0, + 0.9223068952560425, + 0.9906212091445923, + 1.0, + 0.8351833820343018, + 1.0, + 0.9397647976875305, + 0.912743330001831, + 0.947801947593689, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9738264679908752, + 0.978706955909729, + 1.0, + 0.893218457698822, + 1.0, + 0.980728030204773, + 0.9519726634025574, + 0.8674461841583252, + 1.0, + 0.9921684861183167, + 0.7714464068412781, + 0.9499041438102722, + 1.0, + 1.0, + 0.9807697534561157, + 0.9318599104881287, + 1.0, + 1.0, + 1.0, + 0.999673068523407, + 1.0, + 1.0, + 0.98603355884552, + 1.0, + 1.0, + 1.0, + 0.9168137907981873, + 0.9891757965087891, + 1.0, + 1.0, + 0.9283441305160522, + 0.9956344962120056, + 1.0, + 0.9525040984153748, + 1.0, + 0.9951759576797485, + 0.998382031917572, + 0.9710484743118286, + 0.9144774079322815, + 1.0, + 0.8802958726882935, + 1.0, + 1.0, + 1.0, + 1.0, + 0.857714056968689, + 1.0, + 0.9247384667396545, + 0.9877284169197083, + 1.0, + 0.8553722500801086, + 0.8918185234069824, + 1.0, + 1.0, + 1.0, + 0.9697736501693726, + 1.0, + 1.0, + 1.0, + 0.9159702062606812, + 0.9427722096443176, + 0.9375415444374084, + 1.0, + 1.0, + 0.9858776926994324, + 1.0, + 0.9589259624481201, + 1.0, + 0.9177390933036804, + 1.0, + 1.0, + 0.8998322486877441, + 1.0, + 0.9121655821800232, + 1.0, + 1.0, + 0.9532622694969177, + 1.0, + 0.9397925734519958, + 1.0, + 1.0, + 0.8963607549667358, + 0.8944847583770752, + 1.0, + 0.9217597842216492, + 0.966189444065094, + 1.0, + 1.0, + 1.0, + 0.9798669815063477, + 1.0, + 1.0, + 0.8910745978355408, + 0.8992136716842651, + 1.0, + 0.9327623844146729, + 1.0, + 1.0, + 1.0, + 0.9591909050941467, + 1.0, + 0.9797334671020508, + 1.0, + 0.9246169924736023, + 0.9720258712768555, + 1.0, + 0.9747245907783508, + 0.9456346035003662, + 0.9680401086807251, + 1.0, + 0.9351401925086975, + 0.8492063283920288, + 1.0, + 1.0, + 0.9878842234611511, + 1.0, + 1.0, + 1.0, + 0.9864060282707214, + 1.0, + 1.0, + 0.9975619316101074, + 0.9061508178710938, + 0.9459516406059265, + 0.9203275442123413, + 1.0, + 0.8612920045852661, + 0.9294666051864624, + 1.0, + 0.9221582412719727, + 1.0, + 0.9990641474723816, + 0.9893083572387695, + 1.0, + 1.0, + 1.0, + 1.0, + 0.937974750995636, + 1.0, + 1.0, + 0.9492135047912598, + 0.9901734590530396, + 0.9696955680847168, + 1.0, + 1.0, + 0.9560995101928711, + 0.9279802441596985, + 0.9715445041656494, + 1.0, + 0.9473270773887634, + 0.9306219816207886, + 1.0, + 0.9580619931221008, + 1.0, + 0.8461867570877075, + 1.0, + 1.0, + 0.9314265847206116, + 1.0, + 1.0, + 1.0, + 0.9563406705856323, + 1.0, + 0.9810044169425964, + 0.9937934279441833, + 1.0, + 0.9494759440422058, + 1.0, + 1.0, + 0.9354366064071655, + 0.9097262024879456, + 0.923471212387085, + 1.0, + 1.0, + 0.9853917956352234, + 1.0, + 1.0, + 0.9700634479522705, + 0.9401777982711792, + 0.921749472618103, + 0.9332612156867981, + 0.97482830286026, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9842196702957153, + 1.0, + 0.887813925743103, + 0.9937111735343933, + 0.9862135648727417, + 1.0, + 1.0, + 0.9898306727409363, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9801755547523499 + ], + [ + 1.0, + 1.0, + 0.651614248752594, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8999274373054504, + 1.0, + 0.6535671353340149, + -0.14449238777160645, + -0.5395931005477905, + 1.0, + -3.2722558975219727, + 1.0, + 0.8963525891304016, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9823928475379944, + 0.7276192903518677, + 1.0, + 0.8550508618354797, + 0.9339678287506104, + 0.6993319392204285, + 0.6994043588638306, + 0.9265211224555969, + 1.0, + 1.0, + 0.9174639582633972, + 1.0, + 1.0, + 0.9957913756370544, + 0.9380311369895935, + 0.9175851941108704, + 0.7983205318450928, + 0.9581324458122253, + 1.0, + 1.0, + 0.9811689257621765, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8363566398620605, + 0.9445206522941589, + 0.965900719165802, + 0.9249768853187561, + 0.887662410736084, + 0.7242783904075623, + 0.8326950073242188, + 0.9860726594924927, + 1.0, + 1.0, + 1.0, + 0.9969939589500427, + 1.0, + 1.0, + 1.0, + 0.8221306800842285, + 1.0, + 0.9536982774734497, + 0.984612226486206, + 1.0, + 0.9428598880767822, + 0.8713876008987427, + 0.9665758013725281, + 1.0, + 0.8797218799591064, + 1.0, + 0.9528349041938782, + 0.747031033039093, + 0.9661262035369873, + 1.0, + 0.8397879600524902, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.827305793762207, + 1.0, + 1.0, + 0.8972983360290527, + 0.730197548866272, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9475562572479248, + 1.0, + 0.9623386263847351, + 0.8787073493003845, + 1.0, + 0.8969858884811401, + 0.9508408308029175, + 0.9591824412345886, + 0.9756556749343872, + 1.0, + 0.9352915287017822, + 1.0, + 1.0, + 1.0, + 0.9789925813674927, + 0.989425539970398, + 1.0, + 1.0, + 1.0, + 0.8263742327690125, + 0.9213458299636841, + 0.9643968343734741, + 0.9825764894485474, + 0.990951657295227, + 1.0, + 1.0, + 0.7863644957542419, + 1.0, + 0.9762572646141052, + 1.0, + 1.0, + 0.9464036226272583, + 0.9733667373657227, + 1.0, + 0.9843560457229614, + 1.0, + 0.9434770345687866, + 0.9537785649299622, + 0.9845762848854065, + 0.7891773581504822, + 0.8375599384307861, + 0.9347392916679382, + 0.992522120475769, + 1.0, + 1.0, + 1.0, + 1.0, + 0.905619204044342, + 1.0, + 1.0, + 0.9410561323165894, + 0.8335434198379517, + 0.9076893329620361, + 0.97244793176651, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9509356021881104, + 0.874127984046936, + 1.0, + 1.0, + 1.0, + 0.867822527885437, + 0.9341533780097961, + 0.9568489789962769, + 1.0, + 0.9714569449424744, + 0.9250902533531189, + 1.0, + 0.9832154512405396, + 0.9432582855224609, + 1.0, + 1.0, + 0.9728016257286072, + 0.985386073589325, + 0.7607136368751526, + 1.0, + 1.0, + 0.9990769028663635, + 0.8000935912132263, + 0.9558557271957397, + 1.0, + 1.0, + 1.0, + 0.8769499659538269, + 0.9808858633041382, + 1.0, + 1.0, + 1.0, + 0.9485691785812378, + 0.8916143178939819, + 1.0, + 0.9774683117866516, + 0.910223662853241, + 0.9990744590759277, + 0.9103606343269348, + 1.0, + 1.0, + 0.8902422785758972, + 1.0, + 0.9847913980484009, + 0.871964693069458, + 0.9744539856910706, + 0.9309295415878296, + 0.8813571929931641, + 1.0, + 0.7526532411575317, + 1.0, + 1.0, + 0.9875938892364502, + 1.0, + 0.9027562141418457, + 0.8811809420585632, + 1.0, + 0.9146483540534973, + 1.0, + 0.9688342809677124, + 1.0, + 1.0, + 0.9401885271072388, + 0.9042030572891235, + 1.0, + 1.0, + 0.8364427089691162, + 0.9874879121780396, + 0.9518729448318481, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9961130023002625, + 1.0, + 0.8665014505386353, + 0.8632105588912964, + 1.0, + 1.0, + 0.9748956561088562, + 0.9393917918205261, + 1.0, + 1.0, + 0.9300222396850586, + 0.8896617889404297, + 0.9966522455215454, + 1.0, + 1.0, + 1.0, + 0.9973621368408203, + 1.0, + 1.0, + 1.0, + 0.8655592799186707, + 0.8893173336982727, + 0.9746376872062683, + 0.9588364362716675, + 0.9171762466430664, + 1.0, + 0.9438700079917908, + 1.0, + 1.0, + 1.0, + 0.9620436429977417, + 1.0, + 0.9867649078369141, + 0.9307841658592224, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9506118297576904, + 0.9815468192100525, + 1.0, + 0.9284857511520386, + 0.9889652729034424, + 0.8640732169151306, + 0.9308595657348633, + 0.917400598526001, + 1.0, + 0.9297923445701599, + 0.9653780460357666, + 0.9752444624900818, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8862269520759583, + 1.0, + 1.0, + 0.9367605447769165, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9201843738555908, + 0.97337406873703, + 1.0, + 0.8779938817024231, + 0.8270459771156311, + 0.8822957277297974, + 0.9759591221809387, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9638379812240601, + 0.9405369758605957, + 0.8881670236587524, + 0.9554263949394226, + 0.9815918207168579, + 0.8508126139640808, + 1.0, + 1.0, + 1.0, + 0.9651132822036743, + 0.9744322896003723, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9543159008026123, + 1.0, + 0.8695201873779297, + 1.0, + 1.0, + 0.9850804805755615, + 1.0, + 0.8978500366210938, + 0.928566575050354, + 1.0, + 0.9082387089729309, + 0.9871256351470947, + 0.9448315501213074, + 1.0, + 1.0, + 1.0, + 0.9811981320381165, + 0.9949849843978882, + 1.0, + 0.9602367877960205, + 0.9675759077072144, + 0.9188525676727295, + 0.9885993003845215, + 0.938928484916687, + 0.8815880417823792, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8943506479263306, + 0.7948815822601318, + 0.9887710809707642, + 0.7880668044090271, + 0.8889816999435425, + 1.0, + 0.9915457963943481, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993323802947998, + 1.0, + 0.9444859027862549, + 1.0, + 0.9443489909172058, + 0.907227635383606, + 1.0, + 0.8526837825775146, + 1.0, + 0.8642648458480835, + 1.0, + 0.9670255184173584, + 0.9132474064826965, + 0.9635920524597168, + 0.9600237011909485, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9907059073448181, + 1.0, + 0.984571635723114, + 0.9550915956497192, + 0.846489667892456, + 0.9582540392875671, + 1.0, + 0.94190913438797, + 0.9129272699356079, + 0.9130158424377441, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9396082758903503, + 0.9917603135108948, + 0.9078210592269897, + 0.9378214478492737, + 0.8974341750144958, + 1.0, + 0.9688467979431152, + 1.0, + 1.0, + 0.9370213150978088, + 0.9306402206420898, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8897615671157837, + 1.0, + 1.0, + 0.8956229090690613, + 0.8972223997116089, + 0.9893355965614319, + 1.0, + 0.9892874360084534, + 0.8667997121810913, + 1.0, + 1.0, + 0.9752247929573059, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904072880744934, + 0.8647664189338684, + 0.9711240530014038, + 0.9076430201530457, + 0.9704736471176147, + 0.9995681047439575, + 1.0, + 1.0, + 1.0, + 0.9510656595230103, + 0.9505937099456787, + 1.0, + 1.0, + 0.9268288016319275, + 0.9418644309043884, + 1.0, + 1.0, + 0.9668598175048828, + 0.9499065279960632, + 0.9709111452102661, + 1.0, + 0.9071050882339478, + 0.9848126769065857, + 0.9893377423286438, + 0.9483166933059692, + 0.990570604801178, + 1.0, + 1.0, + 0.9887924790382385, + 1.0, + 1.0, + 1.0, + 0.8912469148635864, + 0.8484216928482056, + 1.0, + 0.886574923992157, + 0.7162889242172241, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9776537418365479, + 1.0, + 1.0, + 0.9161995649337769, + 1.0, + 0.9519518613815308, + 0.9493403434753418, + 1.0, + 1.0, + 0.9072805047035217, + 1.0, + 1.0, + 1.0, + 0.8169483542442322, + 0.9186730980873108, + 1.0, + 0.9873158931732178, + 0.9431453347206116, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996456503868103, + 0.9974492788314819, + 0.9718319773674011, + 1.0, + 0.9407191872596741, + 0.8264888525009155, + 1.0, + 1.0, + 0.9047940373420715, + 0.8681497573852539, + 0.9245309233665466, + 1.0, + 1.0, + 1.0, + 0.855251669883728, + 1.0, + 0.9241340160369873, + 0.9761621356010437, + 0.9840214252471924, + 0.8958045840263367, + 1.0, + 1.0, + 0.9896199107170105, + 1.0, + 1.0, + 0.9653214812278748, + 1.0, + 0.947798490524292, + 0.9163460731506348, + 0.9654247760772705, + 0.9574652910232544, + 0.9855660796165466, + 0.9467613697052002, + 0.9682815074920654, + 0.9149539470672607, + 1.0, + 1.0, + 0.9452670812606812, + 1.0, + 1.0, + 0.9882715940475464, + 1.0, + 0.9653838872909546, + 1.0, + 1.0, + 0.9392513036727905, + 1.0, + 0.9937263131141663, + 0.9819811582565308, + 0.8421767354011536, + 0.9803091287612915, + 0.9276536107063293, + 0.9485201239585876, + 1.0, + 0.9868348240852356, + 0.9358963966369629, + 1.0, + 0.9539418816566467, + 1.0, + 0.8589786291122437, + 0.862017810344696, + 1.0, + 0.9918328523635864, + 0.9525789022445679, + 0.8578661680221558, + 0.9883191585540771, + 1.0, + 0.903683066368103, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8527907133102417, + 1.0, + 0.9806052446365356, + 1.0, + 1.0, + 0.9775270223617554, + 1.0, + 0.9365524649620056, + 0.9367284774780273, + 0.9266967177391052, + 0.9997910857200623, + 0.8812551498413086, + 0.9610284566879272, + 0.9725484848022461, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8993110060691833, + 0.9010729789733887, + 0.9761215448379517, + 0.9557141065597534, + 1.0, + 0.9666405320167542, + 1.0, + 1.0, + 0.8664625883102417, + 0.9115107655525208, + 1.0, + 1.0, + 0.9039173722267151, + 0.9487347602844238, + 1.0, + 1.0, + 1.0, + 0.9890477061271667, + 0.9969055652618408, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9309778213500977, + 0.8877753019332886, + 0.9750861525535583, + 0.9624999761581421, + 0.9627898931503296, + 0.998948872089386, + 1.0, + 1.0, + 1.0, + 1.0, + 0.8505706787109375, + 0.8933870196342468, + 1.0, + 1.0, + 1.0, + 0.9600077867507935, + 1.0, + 1.0, + 0.9836236834526062, + 0.9097484946250916, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9766895174980164, + 0.8951449394226074, + 1.0, + 0.8408541083335876, + 1.0, + 1.0, + 0.9237736463546753, + 1.0, + 1.0, + 1.0, + 0.9761545062065125, + 0.9772958159446716, + 1.0, + 1.0, + 0.9493951797485352, + 1.0, + 1.0, + 1.0, + 0.9039703607559204, + 1.0, + 1.0, + 0.9934835433959961, + 1.0, + 1.0, + 0.938814640045166, + 1.0, + 0.9093555808067322, + 0.8658453226089478, + 0.8704177141189575, + 0.8478366136550903, + 1.0, + 0.98673415184021, + 1.0, + 0.9996721744537354, + 1.0, + 0.860434353351593, + 0.9212335348129272, + 1.0, + 0.90413498878479, + 0.9610980749130249, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9771173000335693, + 0.9275287985801697, + 0.9509156346321106, + 0.9151176810264587, + 0.8969178795814514, + 0.9910591244697571, + 1.0, + 1.0, + 0.9356509447097778, + 1.0, + 1.0, + 0.9716926217079163, + 1.0, + 0.9702843427658081, + 0.9751660823822021, + 0.9487735629081726, + 0.9714784622192383, + 1.0, + 0.872520923614502, + 1.0, + 0.9773370623588562, + 1.0, + 0.9300795197486877, + 1.0, + 0.9784874320030212, + 1.0, + 1.0, + 0.90076744556427, + 1.0, + 0.9670678973197937, + 1.0, + 0.920630693435669, + 1.0, + 1.0, + 0.9956268072128296, + 0.9618573784828186, + 1.0, + 1.0, + 0.9157068133354187, + 1.0, + 1.0, + 1.0, + 0.9543951749801636, + 0.8965573906898499, + 0.9228284358978271, + 0.9925766587257385, + 0.8949899077415466, + 0.9144130349159241, + 1.0, + 1.0, + 1.0, + 0.973378598690033, + 0.9244093894958496, + 0.9625619053840637, + 0.9472667574882507, + 0.9366288185119629, + 1.0, + 1.0, + 0.9977359771728516, + 1.0, + 1.0, + 0.9595307111740112, + 0.9359463453292847, + 1.0, + 0.9990069270133972, + 1.0, + 0.915628969669342, + 0.9977844953536987, + 0.943922221660614, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9533011317253113, + 0.9546511173248291, + 0.9380356073379517, + 0.9166377186775208, + 0.8924614787101746, + 1.0, + 0.996752142906189, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9442624449729919, + 1.0, + 0.8216177225112915, + 0.9768967032432556, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9792917966842651, + 0.9374737739562988, + 1.0, + 0.9828817844390869, + 0.879447340965271, + 1.0, + 1.0, + 1.0, + 0.9294297099113464, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9929987788200378, + 1.0, + 0.9368953704833984, + 0.9786949157714844, + 0.9315326809883118, + 0.991195023059845, + 0.9048866629600525, + 1.0, + 1.0, + 1.0, + 0.9356499910354614, + 1.0, + 1.0, + 0.9011132121086121, + 0.9551220536231995, + 1.0, + 0.9711509346961975, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9921631217002869, + 1.0, + 1.0, + 0.9773634076118469, + 0.9699932932853699, + 1.0, + 0.9892064332962036, + 1.0, + 0.9751428961753845, + 0.9759836196899414, + 0.9466434121131897, + 1.0, + 0.8941335082054138, + 0.8740620613098145, + 1.0, + 0.9676814675331116, + 0.9903014898300171, + 0.9935051202774048, + 0.9354546666145325, + 1.0, + 1.0, + 0.8909350037574768, + 1.0, + 0.9799700975418091, + 1.0, + 0.9410279989242554, + 1.0, + 1.0, + 0.9492392539978027, + 0.947583019733429, + 1.0, + 1.0, + 1.0, + 0.932428777217865, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9316983222961426, + 0.9440685510635376, + 0.9995673894882202, + 1.0, + 0.9615125060081482, + 0.9258121848106384, + 0.9499742984771729, + 0.9549993276596069, + 1.0, + 0.9143443703651428, + 0.9383310675621033, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9667106866836548, + 0.9880831241607666, + 0.9953005909919739, + 0.9872804284095764, + 0.9290969371795654, + 1.0, + 0.9770862460136414, + 1.0, + 1.0, + 0.9170225858688354, + 1.0, + 0.9346155524253845, + 1.0, + 0.8879542350769043, + 0.9225515127182007, + 1.0, + 1.0, + 1.0, + 0.9134520888328552, + 1.0, + 1.0, + 1.0, + 0.9616478681564331, + 0.9729257822036743, + 0.9706364870071411, + 1.0, + 1.0, + 0.973065197467804, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9076194167137146, + 0.9688078761100769, + 0.9766296744346619, + 1.0, + 0.9581022262573242, + 0.9122579097747803, + 1.0, + 0.9988262057304382, + 0.9462894797325134, + 0.9557337164878845, + 0.9445875883102417, + 0.9468393921852112, + 1.0, + 1.0, + 1.0, + 0.9458914399147034, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9494545459747314, + 1.0, + 0.9957947731018066, + 1.0, + 1.0, + 1.0, + 0.8947910070419312, + 0.9876585006713867, + 0.9120658040046692, + 0.886783242225647, + 1.0, + 1.0, + 1.0, + 0.9528190493583679, + 1.0, + 1.0, + 0.9849972128868103, + 0.9391483664512634, + 0.9012048244476318, + 1.0, + 0.926034152507782, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9681783318519592, + 0.963981032371521, + 1.0, + 1.0, + 1.0, + 0.9612606167793274, + 0.9512550234794617, + 1.0, + 1.0, + 0.9570332169532776, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9553176164627075, + 0.9792231917381287, + 0.9325734972953796, + 1.0, + 0.9398720264434814, + 1.0, + 0.9403427839279175, + 0.9637036323547363, + 1.0, + 0.9605669975280762, + 1.0, + 0.9657862186431885, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9305546283721924, + 0.9537878036499023, + 0.991821825504303, + 0.9508286118507385, + 0.9450716376304626, + 0.9251231551170349, + 0.9173266291618347, + 0.9763298034667969 + ] + ], + "consistencies": [ + 1.64479398727417, + 2.210545539855957, + 1.7505173683166504, + 1.1454185247421265, + 1.362567663192749, + 1.8953886032104492, + 8.092344284057617, + 10.656176567077637, + -1.563340425491333, + -4.419353485107422, + -4.680413246154785, + -2.0824270248413086, + 0.9088515639305115, + -1.1553699970245361, + -1.959177017211914, + -1.786949634552002, + -4.731379508972168, + -2.27891206741333, + -2.537045955657959, + -0.4496229887008667, + 0.29393041133880615, + 0.3780473470687866, + 0.7658262252807617, + 0.8513327836990356, + 0.5852521657943726, + 0.6326393485069275, + 0.6536965370178223, + 0.7154924869537354, + 0.592599093914032, + 0.6424371004104614, + 0.3758010268211365, + 0.5265837907791138, + 0.5997728109359741, + 0.5620152950286865, + 0.11809295415878296, + -0.1531316041946411, + -0.27835845947265625, + -0.1441972255706787, + 0.08497333526611328, + 0.28560060262680054, + 0.29615145921707153, + 0.6094809770584106, + 0.8912667036056519, + 0.5775257349014282, + 0.8470290899276733, + 0.5143724083900452, + 0.4608435034751892, + 0.589569628238678, + 0.43914276361465454, + 0.4968082904815674, + 0.634036123752594, + 0.7545028924942017, + 0.7335822582244873, + 0.6405575275421143, + 0.6520596742630005, + 0.7386312484741211, + 0.7242279052734375, + 0.8583996295928955, + 0.6430550813674927, + 0.645309329032898, + 0.811993420124054, + 0.43803566694259644, + 0.3276746869087219, + 0.30481183528900146, + 0.11688792705535889, + 0.05043137073516846, + 0.14624059200286865, + 0.2720087766647339, + 0.3326501250267029, + -0.09899961948394775, + -0.02877676486968994, + 0.0565488338470459, + 0.07935243844985962, + -0.08881723880767822, + 0.009315431118011475, + 0.12809067964553833, + 0.2158496379852295, + 0.4216005802154541, + 0.4497734308242798, + 0.47482478618621826, + 0.4816094636917114, + 0.5876707434654236, + 0.504766583442688, + 0.587432861328125, + 0.8118220567703247, + 0.5666115283966064, + 0.3351902365684509, + 0.3473004698753357, + 0.2631010413169861, + 0.3029055595397949, + 0.4084596037864685, + 0.6209704875946045, + 0.6930820941925049, + 0.8483018279075623, + 0.6404783725738525, + 0.887626588344574, + 0.5370129346847534, + 0.722472608089447, + 0.8030734062194824, + 0.7133525609970093, + 0.5295414328575134, + 0.5903241634368896, + 0.4305405020713806, + 0.49253249168395996, + 0.39247190952301025, + 0.4665377736091614, + 0.520013689994812, + 0.6794133186340332, + 0.5087890625, + 0.8257012963294983, + 0.9647629857063293, + 0.9701927304267883, + 0.7505972981452942, + 0.9220250248908997, + 0.76495361328125, + 0.6721830368041992, + 0.5697122812271118, + 0.572563648223877, + 0.7595124840736389, + 0.6130443811416626, + 0.4648900628089905, + 0.3459821939468384, + 0.22582590579986572, + 0.18655937910079956, + -0.11867022514343262, + -0.2587212324142456, + -0.2508995532989502, + -0.18385350704193115, + -0.04186713695526123, + 0.06625062227249146, + -0.1189112663269043, + -0.06694948673248291, + 0.11321240663528442, + 0.4119197130203247, + 0.370697557926178, + 0.29132765531539917, + 0.3985954523086548, + 0.3323076367378235, + 0.3648233413696289, + 0.20027780532836914, + 0.22153633832931519, + 0.18266654014587402, + 0.280007004737854, + 0.31643760204315186, + 0.2127869725227356, + 0.2590135931968689, + 0.029173076152801514, + -0.024563908576965332, + -0.07604384422302246, + 0.108021080493927, + 0.2619049549102783, + 0.4908372759819031, + 0.7475976943969727, + 0.755547046661377, + 0.6832760572433472, + 0.5219061374664307, + 0.35920584201812744, + 0.332705020904541, + 0.24160140752792358, + 0.06078660488128662, + -0.03419840335845947, + 0.002384364604949951, + -0.06684684753417969, + 0.2229400873184204, + 0.07868432998657227, + 0.12444615364074707, + 0.012390732765197754, + 0.023745596408843994, + 0.19069284200668335, + 0.015968143939971924, + -0.21310746669769287, + -0.3454345464706421, + 0.20011746883392334, + 0.2832322120666504, + 0.4064487814903259, + 0.29289335012435913, + 0.3414497971534729, + 0.6120157241821289, + 0.4391155242919922, + 0.16783607006072998, + -0.07506728172302246, + 0.20770692825317383, + 0.054120004177093506, + 0.300334095954895, + 0.10361438989639282, + 0.20981347560882568, + 0.22368097305297852, + 0.41404563188552856, + 0.3897588849067688, + 0.4664662480354309, + 0.4796198606491089, + 0.5442975759506226, + 0.5939502716064453, + 0.42335546016693115, + 0.32055091857910156, + 0.6240711212158203, + 0.8738119006156921, + 0.8272333145141602, + 0.7366205453872681, + 0.5743666887283325, + 0.7084294557571411, + 0.6308830976486206, + 0.5845179557800293, + 0.6574579477310181, + 0.46605485677719116, + 0.4765934348106384, + 0.44745898246765137, + 0.49231553077697754, + 0.2754303216934204, + 0.3462591767311096, + 0.3725828528404236, + 0.2797585129737854, + 0.10493248701095581, + 0.07046210765838623, + 0.45761680603027344, + 0.3538559675216675, + 0.7883688807487488, + 0.8659723401069641, + 0.8426473736763, + 0.796513557434082, + 0.8454639911651611, + 0.7679985165596008, + 0.898569643497467, + 0.6744503378868103, + 0.6179414391517639, + 0.6347332000732422, + 0.6175881624221802, + 0.7699470520019531, + 0.6299407482147217, + 0.6473836898803711, + 0.877162516117096, + 0.8795672059059143, + 0.984333336353302, + 0.8860382437705994, + 0.69732666015625, + 0.615154504776001, + 0.5731802582740784, + 0.627996027469635, + 0.42557448148727417, + 0.46035540103912354, + 0.42105019092559814, + 0.5065186619758606, + 0.4026724696159363, + 0.4804956912994385, + 0.6459885835647583, + 0.4282022714614868, + 0.3520800471305847, + 0.37323421239852905, + 0.4592454433441162, + 0.5281133055686951, + 0.54131019115448, + 0.6729540824890137, + 0.7324896454811096, + 0.838299036026001, + 0.6733758449554443, + 0.5192122459411621, + 0.517661452293396, + 0.38371652364730835, + 0.272497296333313, + 0.2681112289428711, + 0.48929959535598755, + 0.8753751516342163, + 0.8526201844215393, + 0.7531591653823853, + 0.7367291450500488, + 0.6487737894058228, + 0.6947212815284729, + 0.5831931233406067, + 0.46060752868652344, + 0.3822600245475769, + 0.46588951349258423, + 0.6070467829704285, + 0.43771737813949585, + 0.4297134280204773, + 0.6237682104110718, + 0.5505461692810059, + 0.5515453815460205, + 0.47583407163619995, + 0.5149194598197937, + 0.6664112210273743, + 0.7062336206436157, + 0.6585610508918762, + 0.5655396580696106, + 0.742448091506958, + 0.715133786201477, + 0.7231610417366028, + 0.6938161849975586, + 0.5103979110717773, + 0.6423529386520386, + 0.5198283195495605, + 0.4670065641403198, + 0.49642473459243774, + 0.5042767524719238, + 0.6868681907653809, + 0.7561362385749817, + 0.8565053343772888, + 0.7342696785926819, + 0.5329779386520386, + 0.5932654142379761, + 0.543913722038269, + 0.38886719942092896, + -0.029504060745239258, + -0.15451335906982422, + -0.05187225341796875, + 0.15709412097930908, + 0.4357491135597229, + 0.564882755279541, + 0.7921351790428162, + 0.8249179124832153, + 0.6877841949462891, + 0.5102709531784058, + 0.4128897786140442, + 0.2673709988594055, + 0.15319150686264038, + 0.5362778902053833, + 0.33356165885925293, + 0.16650110483169556, + -0.03796565532684326, + 0.04524683952331543, + 0.12283658981323242, + -0.16696655750274658, + -0.09013485908508301, + -0.31191956996917725, + 0.015814483165740967, + 0.1861589550971985, + 0.29410189390182495, + 0.2605821490287781, + 0.18722909688949585, + 0.3759317994117737, + 0.1725441813468933, + 0.1001366376876831, + 0.3272925019264221, + 0.3263089060783386, + 0.4847119450569153, + 0.40512615442276, + 0.571844220161438, + 0.7883262634277344, + 0.6492738723754883, + 0.6530600786209106, + 0.5189225077629089, + 0.4580320119857788, + 0.4602491855621338, + 0.4227949380874634, + 0.1935468316078186, + 0.2555195093154907, + 0.224071204662323, + 0.29295092821121216, + 0.17609500885009766, + 0.0505794882774353, + 0.1621655821800232, + 0.3573293685913086, + 0.388269305229187, + 0.3225094676017761, + 0.5274462699890137, + 0.7648174166679382, + 0.8276597261428833, + 0.7360357642173767, + 0.7280587553977966, + 0.7938348054885864, + 0.538933515548706, + 0.32525038719177246, + 0.13110172748565674, + -0.15440154075622559, + -0.3443915843963623, + -0.4662477970123291, + -0.32577669620513916, + -0.2887362241744995, + -0.2645176649093628, + -0.18099737167358398, + 0.0956762433052063, + 0.2153751254081726, + 0.7653673887252808, + 0.9143930077552795, + 0.8557884693145752, + 0.8678910732269287, + 0.9288111329078674, + 0.7970407605171204, + 0.512783944606781, + 0.2101283073425293, + 0.41306543350219727, + 0.4108726978302002, + 0.4584454298019409, + 0.22059637308120728, + 0.47144317626953125, + 0.5868295431137085, + 0.36856627464294434, + 0.48450374603271484, + 0.4762526750564575, + 0.6633478403091431, + 0.4024641513824463, + 0.39231622219085693, + 0.4752506613731384, + 0.8532334566116333, + 0.9039009809494019, + 0.879409909248352, + 0.7886480093002319, + 0.7137746810913086, + 0.5852648019790649, + 0.6457504034042358, + 0.6001299619674683, + 0.5166414380073547, + 0.34738779067993164, + 0.25583547353744507, + 0.5640646815299988, + 0.4049704074859619, + 0.6888856887817383, + 0.6737123727798462, + 0.8440556526184082, + 0.8095553517341614, + 0.39657062292099, + 0.13693267107009888, + -0.11319398880004883, + -0.11909949779510498, + 0.13085150718688965, + 0.2204325795173645, + 0.32988864183425903, + 0.7104184627532959, + 0.8459594249725342, + 0.8649097681045532, + 0.9127864837646484, + 0.9965929388999939, + 0.9539145231246948, + 0.8723597526550293, + 0.8298184275627136, + 0.773518443107605, + 0.8132429122924805, + 0.6278795003890991, + 0.5641021728515625, + 0.41549885272979736, + 0.5128921270370483, + 0.7287358045578003, + 0.7513140439987183, + 0.6814062595367432, + 0.7373321056365967, + 0.7242139577865601, + 0.8724124431610107, + 0.6622799038887024, + 0.5370781421661377, + 0.5426192283630371, + 0.224206805229187, + 0.3689558506011963, + 0.2744515538215637, + 0.3108620047569275, + 0.15868687629699707, + 0.3116060495376587, + 0.3076658248901367, + 0.4885537028312683, + 0.6004583239555359, + 0.8628652691841125, + 0.9465128779411316, + 0.8172329068183899, + 0.9233977198600769, + 0.7261863946914673, + 0.6351525783538818, + 0.7698844075202942, + 0.8174657821655273, + 0.8231033086776733, + 0.7241994142532349, + 0.7313494682312012, + 0.6076117753982544, + 0.6263585090637207, + 0.5740732550621033, + 0.6696726083755493, + 0.5513161420822144, + 0.5832524299621582, + 0.5285621881484985, + 0.7518930435180664, + 0.817655086517334, + 0.8635854721069336, + 0.8711858987808228, + 0.9149314165115356, + 0.9219208359718323, + 0.9350510239601135, + 0.8586801886558533, + 0.7242533564567566, + 0.5502742528915405, + 0.5722278356552124, + 0.6290959119796753, + 0.7211829423904419, + 0.7850930094718933, + 0.8560705184936523, + 0.6995025873184204, + 0.7561173439025879, + 0.9178611040115356, + 0.8533623814582825, + 0.7340553998947144, + 0.8257030248641968, + 0.5509445667266846, + 0.5362023115158081, + 0.7714731097221375, + 0.7593694925308228, + 0.7945436835289001, + 0.799720287322998, + 0.6222083568572998, + 0.7317334413528442, + 0.9196878671646118, + 0.8742929100990295, + 0.764078676700592, + 0.6720319986343384, + 0.47390395402908325, + 0.44214463233947754, + 0.4759637117385864, + 0.39053958654403687, + 0.21827107667922974, + 0.3372931480407715, + 0.33968889713287354, + 0.434184193611145, + 0.45406079292297363, + 0.5183281898498535, + 0.6420636177062988, + 0.584637463092804, + 0.6733986139297485, + 0.6378159523010254, + 0.6320328712463379, + 0.7162855863571167, + 0.5378386378288269, + 0.8137118220329285, + 0.8640102744102478, + 0.850100040435791, + 0.7042511105537415, + 0.7840926051139832, + 0.8576615452766418, + 0.8827735185623169, + 0.7519911527633667, + 0.8117892742156982, + 0.6146531105041504, + 0.6342257261276245, + 0.6527471542358398, + 0.6054319143295288, + 0.5801601409912109, + 0.692956805229187, + 0.8526294231414795, + 0.5671470761299133, + 0.3761516809463501, + 0.28992611169815063, + 0.3600500822067261, + 0.43465763330459595, + 0.359025776386261, + 0.4071170687675476, + 0.48000651597976685, + 0.49533820152282715, + 0.4515748620033264, + 0.4785193204879761, + 0.6830514073371887, + 0.6819028854370117, + 0.562421441078186, + 0.8463522791862488, + 0.7624592185020447, + 0.6813715696334839, + 0.7020432949066162, + 0.5770590305328369, + 0.6153453588485718, + 0.5307400822639465, + 0.4110454320907593, + 0.5418928265571594, + 0.46635228395462036, + 0.3760899305343628, + 0.38014376163482666, + 0.5167304873466492, + 0.6869848966598511, + 0.735343337059021, + 0.7458686232566833, + 0.6428993940353394, + 0.7137491106987, + 0.7864040732383728, + 0.6011411547660828, + 0.7372118830680847, + 0.7766203880310059, + 0.9449978470802307, + 0.8237278461456299, + 0.8313748836517334, + 0.7041956186294556, + 0.6933614015579224, + 0.6849032044410706, + 0.5081773996353149, + 0.6948049068450928, + 0.7422417402267456, + 0.8316136598587036, + 0.8373576402664185, + 0.7361111640930176, + 0.6612443923950195, + 0.7981049418449402, + 0.9525821805000305, + 0.8857255578041077, + 0.7152686715126038, + 0.5770487785339355, + 0.7350519895553589, + 0.5388206839561462, + 0.49414509534835815, + 0.5743967294692993, + 0.8252697587013245, + 0.7547910213470459, + 0.5900141000747681, + 0.658053994178772, + 0.7754111886024475, + 0.8206565976142883, + 0.920773983001709, + 0.9270873665809631, + 0.8329290747642517, + 0.8148686289787292, + 0.6699168086051941, + 0.6251980066299438, + 0.7391128540039062, + 0.7802066802978516, + 0.7822005748748779, + 0.7250592112541199, + 0.7766929864883423, + 0.7837145328521729, + 0.8520508408546448, + 0.8563162088394165, + 0.914487898349762, + 0.7594396471977234, + 0.8064810037612915, + 0.7994571924209595, + 0.8107795119285583, + 0.6507464647293091, + 0.6694968938827515, + 0.6642361283302307, + 0.7037943601608276, + 0.7927694320678711, + 0.6259775161743164, + 0.562481164932251, + 0.6448489427566528, + 0.9006441831588745, + 0.9539330005645752, + 0.9233882427215576, + 0.920637845993042, + 0.8995910286903381, + 0.8328230381011963, + 0.7371424436569214, + 0.6635173559188843, + 0.8187069892883301, + 0.7955201268196106, + 0.870761513710022, + 0.9108279943466187, + 0.9141702651977539, + 0.7227442860603333, + 0.6450940370559692, + 0.7381122708320618, + 0.900804340839386, + 0.9622491002082825, + 0.9379693269729614, + 0.8658980131149292, + 0.8998629450798035, + 0.9082751274108887, + 0.8475477695465088, + 0.73670494556427, + 0.7002264261245728, + 0.8305709362030029, + 0.8836455941200256, + 0.9128603935241699, + 0.8834843635559082, + 0.9217295050621033, + 0.8047947883605957, + 0.7347284555435181, + 0.7198153734207153, + 0.6484818458557129, + 0.6892598867416382, + 0.7702696323394775, + 0.796735405921936, + 0.908254861831665, + 0.9129782915115356, + 0.8093109130859375, + 0.7812520265579224, + 0.7790971398353577, + 0.4946879744529724, + 0.556235671043396, + 0.5723532438278198, + 0.5247178077697754, + 0.40976786613464355, + 0.4293960928916931, + 0.6083598732948303, + 0.5935006141662598, + 0.6585856676101685, + 0.7475362420082092, + 0.7185845375061035, + 0.66192626953125, + 0.6555659770965576, + 0.5948165655136108, + 0.7084435224533081, + 0.7956348657608032, + 0.9478922486305237, + 0.77866530418396, + 0.8269140124320984, + 0.642250657081604, + 0.6214385032653809, + 0.787318229675293, + 0.6217093467712402, + 0.7984578609466553, + 0.9448592066764832, + 0.7702619433403015, + 0.672892689704895, + 0.7244105339050293, + 0.8028738498687744, + 0.9071916937828064, + 0.848477303981781, + 0.7486716508865356, + 0.7776837348937988, + 0.8450882434844971, + 0.8093224763870239, + 0.8506795167922974, + 0.7086375951766968, + 0.7189160585403442, + 0.7533049583435059, + 0.9710239768028259, + 0.6833044290542603, + 0.6025368571281433, + 0.4311062693595886, + 0.4446006417274475, + 0.3214297890663147, + 0.4621232748031616, + 0.529536247253418, + 0.5273751020431519, + 0.7485135793685913, + 0.6251869797706604, + 0.7953749895095825, + 0.7155016660690308, + 0.780567467212677, + 0.6427944898605347, + 0.46993422508239746, + 0.49383777379989624, + 0.5408231019973755, + 0.4346408247947693, + 0.3308755159378052, + 0.5244585275650024, + 0.6823651790618896, + 0.6345362067222595, + 0.6538345813751221, + 0.7623898386955261, + 0.8145530223846436, + 0.7832314372062683, + 0.7411729693412781, + 0.7856295108795166, + 0.7508359551429749, + 0.6489472389221191, + 0.7387899160385132, + 0.6491940021514893, + 0.538141131401062, + 0.4679195284843445, + 0.4712005853652954, + 0.6413373947143555, + 0.7231046557426453, + 0.613472044467926, + 0.6940711736679077, + 0.8826790452003479, + 0.78517746925354, + 0.8004185557365417, + 0.822551965713501, + 0.8796245455741882, + 0.8934036493301392, + 0.8894381523132324, + 0.7169649600982666, + 0.7293561697006226, + 0.8212106823921204, + 0.6670553684234619, + 0.8021212816238403, + 0.7829991579055786, + 0.8276972770690918, + 0.8839619159698486, + 0.7640144228935242, + 0.9335858821868896, + 0.6759713888168335, + 0.7184988260269165, + 0.6436682939529419, + 0.5640484094619751, + 0.7224615812301636, + 0.8786388039588928, + 0.9086021780967712, + 0.9146738052368164, + 0.8816053867340088, + 0.7599915266036987, + 0.649925708770752, + 0.7356774210929871, + 0.6721110343933105, + 0.5162837505340576, + 0.6843178272247314, + 0.7544830441474915, + 0.7094960808753967, + 0.8712366819381714, + 0.8811595439910889, + 0.8444116711616516, + 0.7344684600830078, + 0.7052110433578491, + 0.7008598446846008, + 0.6810160875320435, + 0.7014111280441284, + 0.8972058892250061, + 0.8464288711547852, + 0.7822469472885132, + 0.882164716720581, + 0.7919934391975403, + 0.8241462111473083, + 0.7484920024871826, + 0.6464346051216125, + 0.6134887933731079, + 0.7420207262039185, + 0.7106457948684692, + 0.7225304841995239, + 0.8188140988349915, + 0.8072349429130554, + 0.6321980953216553, + 0.768764853477478, + 0.7842970490455627, + 0.7668347954750061, + 0.8175249099731445, + 0.7306100130081177, + 0.7665951251983643, + 0.7220361828804016, + 0.6474058628082275, + 0.7857768535614014, + 0.7536298036575317, + 0.5188088417053223, + 0.5056840181350708, + 0.517507791519165, + 0.6564936637878418, + 0.6481984853744507, + 0.48357081413269043, + 0.6207301020622253, + 0.6240230798721313, + 0.6521403789520264, + 0.7606528997421265, + 0.8468016386032104, + 0.8992140293121338, + 0.91483473777771, + 0.8604353666305542, + 0.5858191251754761, + 0.44976329803466797, + 0.3972662091255188, + 0.44747698307037354, + 0.5354369878768921, + 0.5103638172149658, + 0.5245099067687988, + 0.6235485076904297, + 0.6316773891448975, + 0.5936564207077026, + 0.5214315056800842, + 0.5332950353622437, + 0.5836600065231323, + 0.6315379738807678, + 0.5727278590202332, + 0.7539113163948059, + 0.8094783425331116, + 0.8654969930648804, + 0.9323890805244446, + 0.8427039980888367, + 0.8130813241004944, + 0.9297374486923218, + 0.7959168553352356, + 0.7435252666473389, + 0.9091927409172058, + 0.8331558108329773, + 0.6543980240821838, + 0.5641019940376282, + 0.6514645218849182, + 0.789537250995636, + 0.7670103907585144, + 0.8187506198883057, + 0.9146137237548828, + 0.8170138001441956, + 0.854623019695282, + 0.6853067278862, + 0.7655912041664124, + 0.6693211793899536, + 0.6072856187820435, + 0.5002316236495972, + 0.43356168270111084, + 0.4808977246284485, + 0.5911766290664673, + 0.7331151962280273, + 0.5446764230728149, + 0.6204800605773926, + 0.747279167175293, + 0.7851310968399048, + 0.8960641026496887, + 0.7313645482063293, + 0.9065640568733215, + 0.7464414834976196, + 0.8108159899711609, + 0.9791883230209351, + 0.7953001856803894, + 0.7856568694114685, + 0.7399632334709167, + 0.6481316089630127, + 0.5973197817802429, + 0.7178525328636169, + 0.5677858591079712, + 0.5569150447845459, + 0.6760283708572388, + 0.6790196895599365, + 0.7602837085723877, + 0.6744011640548706, + 0.6222995519638062, + 0.7400206327438354, + 0.5406044721603394, + 0.599855899810791, + 0.5100125074386597, + 0.6194167733192444, + 0.7946760058403015, + 0.88120436668396, + 0.8839792609214783, + 0.7414946556091309, + 0.7407987117767334, + 0.737606406211853, + 0.556263267993927, + 0.44522762298583984, + 0.28802669048309326, + 0.2736132740974426, + 0.15828979015350342, + 0.2030177116394043, + 0.06678295135498047, + 0.21808165311813354, + 0.2598620057106018, + 0.16370826959609985, + 0.22657346725463867, + 0.3865657448768616, + 0.5210497975349426, + 0.6222039461135864, + 0.6692266464233398, + 0.4598131775856018, + 0.5606541633605957, + 0.4413064122200012, + 0.4976723790168762, + 0.5489903092384338, + 0.647936224937439, + 0.766560435295105, + 0.7821900844573975, + 0.8812595009803772, + 0.8197534680366516, + 0.7982226014137268, + 0.7849804162979126, + 0.7645689845085144, + 0.7729196548461914, + 0.7482460737228394, + 0.7260683178901672, + 0.6346755027770996, + 0.6160802841186523, + 0.6025108098983765, + 0.6243500113487244, + 0.5774503350257874, + 0.5075812339782715, + 0.4997485876083374, + 0.6874175071716309, + 0.7276811599731445, + 0.8645405769348145, + 0.9370126128196716, + 0.9079506397247314, + 0.824857771396637, + 0.6728767156600952, + 0.7551789283752441, + 0.6065495014190674, + 0.5136024951934814, + 0.5310727953910828, + 0.6615661382675171, + 0.7149322032928467, + 0.732907772064209, + 0.6180471181869507, + 0.6570038199424744, + 0.736090898513794, + 0.5903236865997314, + 0.6399582624435425, + 0.7258168458938599, + 0.827499508857727, + 0.658424973487854, + 0.6508294343948364, + 0.577366828918457, + 0.5668895244598389, + 0.6837425231933594, + 0.6277113556861877, + 0.531974196434021, + 0.6914678812026978, + 0.6463720798492432, + 0.5566815733909607, + 0.36974477767944336, + 0.29912811517715454, + 0.43712174892425537, + 0.4753304719924927, + 0.6292908191680908, + 0.6540420055389404, + 0.687727689743042, + 0.6120889186859131, + 0.5936070680618286, + 0.5634377002716064, + 0.49311763048171997, + 0.6389151811599731, + 0.7027711868286133, + 0.8070725202560425, + 0.7326581478118896, + 0.5907517671585083, + 0.49224841594696045, + 0.3643711805343628, + 0.3572555184364319, + 0.23887628316879272, + 0.34529417753219604, + 0.5457891225814819, + 0.5955737233161926, + 0.719290018081665, + 0.8098812103271484, + 0.9179532527923584, + 0.8575999736785889, + 0.8580433130264282 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 6690000.0, + 6700000.0, + 6710000.0, + 6720000.0, + 6730000.0, + 6740000.0, + 6750000.0, + 6760000.0, + 6770000.0, + 6780000.0, + 6790000.0, + 6800000.0, + 6810000.0, + 6820000.0, + 6830000.0, + 6840000.0, + 6850000.0, + 6860000.0, + 6870000.0, + 6880000.0, + 6890000.0, + 6900000.0, + 6910000.0, + 6920000.0, + 6930000.0, + 6940000.0, + 6950000.0, + 6960000.0, + 6970000.0, + 6980000.0, + 6990000.0, + 7000000.0, + 7010000.0, + 7020000.0, + 7030000.0, + 7040000.0, + 7050000.0, + 7060000.0, + 7070000.0, + 7080000.0, + 7090000.0, + 7100000.0, + 7110000.0, + 7120000.0, + 7130000.0, + 7140000.0, + 7150000.0, + 7160000.0, + 7170000.0, + 7180000.0, + 7190000.0, + 7200000.0, + 7210000.0, + 7220000.0, + 7230000.0, + 7240000.0, + 7250000.0, + 7260000.0, + 7270000.0, + 7280000.0, + 7290000.0, + 7300000.0, + 7310000.0, + 7320000.0, + 7330000.0, + 7340000.0, + 7350000.0, + 7360000.0, + 7370000.0, + 7380000.0, + 7390000.0, + 7400000.0, + 7410000.0, + 7420000.0, + 7430000.0, + 7440000.0, + 7450000.0, + 7460000.0, + 7470000.0, + 7480000.0, + 7490000.0, + 7500000.0, + 7510000.0, + 7520000.0, + 7530000.0, + 7540000.0, + 7550000.0, + 7560000.0, + 7570000.0, + 7580000.0, + 7590000.0, + 7600000.0, + 7610000.0, + 7620000.0, + 7630000.0, + 7640000.0, + 7650000.0, + 7660000.0, + 7670000.0, + 7680000.0, + 7690000.0, + 7700000.0, + 7710000.0, + 7720000.0, + 7730000.0, + 7740000.0, + 7750000.0, + 7760000.0, + 7770000.0, + 7780000.0, + 7790000.0, + 7800000.0, + 7810000.0, + 7820000.0, + 7830000.0, + 7840000.0, + 7850000.0, + 7860000.0, + 7870000.0, + 7880000.0, + 7890000.0, + 7900000.0, + 7910000.0, + 7920000.0, + 7930000.0, + 7940000.0, + 7950000.0, + 7960000.0, + 7970000.0, + 7980000.0, + 7990000.0, + 8000000.0, + 8010000.0, + 8020000.0, + 8030000.0, + 8040000.0, + 8050000.0, + 8060000.0, + 8070000.0, + 8080000.0, + 8090000.0, + 8100000.0, + 8110000.0, + 8120000.0, + 8130000.0, + 8140000.0, + 8150000.0, + 8160000.0, + 8170000.0, + 8180000.0, + 8190000.0, + 8200000.0, + 8210000.0, + 8220000.0, + 8230000.0, + 8240000.0, + 8250000.0, + 8260000.0, + 8270000.0, + 8280000.0, + 8290000.0, + 8300000.0, + 8310000.0, + 8320000.0, + 8330000.0, + 8340000.0, + 8350000.0, + 8360000.0, + 8370000.0, + 8380000.0, + 8390000.0, + 8400000.0, + 8410000.0, + 8420000.0, + 8430000.0, + 8440000.0, + 8450000.0, + 8460000.0, + 8470000.0, + 8480000.0, + 8490000.0, + 8500000.0, + 8510000.0, + 8520000.0, + 8530000.0, + 8540000.0, + 8550000.0, + 8560000.0, + 8570000.0, + 8580000.0, + 8590000.0, + 8600000.0, + 8610000.0, + 8620000.0, + 8630000.0, + 8640000.0, + 8650000.0, + 8660000.0, + 8670000.0, + 8680000.0, + 8690000.0, + 8700000.0, + 8710000.0, + 8720000.0, + 8730000.0, + 8740000.0, + 8750000.0, + 8760000.0, + 8770000.0, + 8780000.0, + 8790000.0, + 8800000.0, + 8810000.0, + 8820000.0, + 8830000.0, + 8840000.0, + 8850000.0, + 8860000.0, + 8870000.0, + 8880000.0, + 8890000.0, + 8900000.0, + 8910000.0, + 8920000.0, + 8930000.0, + 8940000.0, + 8950000.0, + 8960000.0, + 8970000.0, + 8980000.0, + 8990000.0, + 9000000.0, + 9010000.0, + 9020000.0, + 9030000.0, + 9040000.0, + 9050000.0, + 9060000.0, + 9070000.0, + 9080000.0, + 9090000.0, + 9100000.0, + 9110000.0, + 9120000.0, + 9130000.0, + 9140000.0, + 9150000.0, + 9160000.0, + 9170000.0, + 9180000.0, + 9190000.0, + 9200000.0, + 9210000.0, + 9220000.0, + 9230000.0, + 9240000.0, + 9250000.0, + 9260000.0, + 9270000.0, + 9280000.0, + 9290000.0, + 9300000.0, + 9310000.0, + 9320000.0, + 9330000.0, + 9340000.0, + 9350000.0, + 9360000.0, + 9370000.0, + 9380000.0, + 9390000.0, + 9400000.0, + 9410000.0, + 9420000.0, + 9430000.0, + 9440000.0, + 9450000.0, + 9460000.0, + 9470000.0, + 9480000.0, + 9490000.0, + 9500000.0, + 9510000.0, + 9520000.0, + 9530000.0, + 9540000.0, + 9550000.0, + 9560000.0, + 9570000.0, + 9580000.0, + 9590000.0, + 9600000.0, + 9610000.0, + 9620000.0, + 9630000.0, + 9640000.0, + 9650000.0, + 9660000.0, + 9670000.0, + 9680000.0, + 9690000.0, + 9700000.0, + 9710000.0, + 9720000.0, + 9730000.0, + 9740000.0, + 9750000.0, + 9760000.0, + 9770000.0, + 9780000.0, + 9790000.0, + 9800000.0, + 9810000.0, + 9820000.0, + 9830000.0, + 9840000.0, + 9850000.0, + 9860000.0, + 9870000.0, + 9880000.0, + 9890000.0, + 9900000.0, + 9910000.0, + 9920000.0, + 9930000.0, + 9940000.0, + 9950000.0, + 9960000.0, + 9970000.0, + 9980000.0, + 9990000.0, + 10000000.0 + ], + "opt_steps": [ + 128.0, + 288.0, + 448.0, + 608.0, + 768.0, + 928.0, + 1088.0, + 1248.0, + 1376.0, + 1536.0, + 1696.0, + 1856.0, + 2016.0, + 2176.0, + 2336.0, + 2496.0, + 2656.0, + 2784.0, + 2944.0, + 3104.0, + 3264.0, + 3424.0, + 3584.0, + 3744.0, + 3904.0, + 4032.0, + 4192.0, + 4352.0, + 4512.0, + 4672.0, + 4832.0, + 4992.0, + 5152.0, + 5312.0, + 5440.0, + 5600.0, + 5760.0, + 5920.0, + 6080.0, + 6240.0, + 6400.0, + 6560.0, + 6688.0, + 6848.0, + 7008.0, + 7168.0, + 7328.0, + 7488.0, + 7648.0, + 7808.0, + 7968.0, + 8096.0, + 8256.0, + 8416.0, + 8576.0, + 8736.0, + 8896.0, + 9056.0, + 9216.0, + 9344.0, + 9504.0, + 9664.0, + 9824.0, + 9984.0, + 10144.0, + 10304.0, + 10464.0, + 10624.0, + 10752.0, + 10912.0, + 11072.0, + 11232.0, + 11392.0, + 11552.0, + 11712.0, + 11872.0, + 12000.0, + 12160.0, + 12320.0, + 12480.0, + 12640.0, + 12800.0, + 12960.0, + 13120.0, + 13280.0, + 13408.0, + 13568.0, + 13728.0, + 13888.0, + 14048.0, + 14208.0, + 14368.0, + 14528.0, + 14656.0, + 14816.0, + 14976.0, + 15136.0, + 15296.0, + 15456.0, + 15616.0, + 15776.0, + 15936.0, + 16064.0, + 16224.0, + 16384.0, + 16544.0, + 16704.0, + 16864.0, + 17024.0, + 17184.0, + 17312.0, + 17472.0, + 17632.0, + 17792.0, + 17952.0, + 18112.0, + 18272.0, + 18432.0, + 18592.0, + 18720.0, + 18880.0, + 19040.0, + 19200.0, + 19360.0, + 19520.0, + 19680.0, + 19840.0, + 20000.0, + 20128.0, + 20288.0, + 20448.0, + 20608.0, + 20768.0, + 20928.0, + 21088.0, + 21248.0, + 21376.0, + 21536.0, + 21696.0, + 21856.0, + 22016.0, + 22176.0, + 22336.0, + 22496.0, + 22656.0, + 22784.0, + 22944.0, + 23104.0, + 23264.0, + 23424.0, + 23584.0, + 23744.0, + 23904.0, + 24032.0, + 24192.0, + 24352.0, + 24512.0, + 24672.0, + 24832.0, + 24992.0, + 25152.0, + 25312.0, + 25440.0, + 25600.0, + 25760.0, + 25920.0, + 26080.0, + 26240.0, + 26400.0, + 26560.0, + 26688.0, + 26848.0, + 27008.0, + 27168.0, + 27328.0, + 27488.0, + 27648.0, + 27808.0, + 27968.0, + 28096.0, + 28256.0, + 28416.0, + 28576.0, + 28736.0, + 28896.0, + 29056.0, + 29216.0, + 29344.0, + 29504.0, + 29664.0, + 29824.0, + 29984.0, + 30144.0, + 30304.0, + 30464.0, + 30624.0, + 30752.0, + 30912.0, + 31072.0, + 31232.0, + 31392.0, + 31552.0, + 31712.0, + 31872.0, + 32000.0, + 32160.0, + 32320.0, + 32480.0, + 32640.0, + 32800.0, + 32960.0, + 33120.0, + 33280.0, + 33408.0, + 33568.0, + 33728.0, + 33888.0, + 34048.0, + 34208.0, + 34368.0, + 34528.0, + 34656.0, + 34816.0, + 34976.0, + 35136.0, + 35296.0, + 35456.0, + 35616.0, + 35776.0, + 35936.0, + 36064.0, + 36224.0, + 36384.0, + 36544.0, + 36704.0, + 36864.0, + 37024.0, + 37184.0, + 37312.0, + 37472.0, + 37632.0, + 37792.0, + 37952.0, + 38112.0, + 38272.0, + 38432.0, + 38592.0, + 38720.0, + 38880.0, + 39040.0, + 39200.0, + 39360.0, + 39520.0, + 39680.0, + 39840.0, + 40000.0, + 40128.0, + 40288.0, + 40448.0, + 40608.0, + 40768.0, + 40928.0, + 41088.0, + 41248.0, + 41376.0, + 41536.0, + 41696.0, + 41856.0, + 42016.0, + 42176.0, + 42336.0, + 42496.0, + 42656.0, + 42784.0, + 42944.0, + 43104.0, + 43264.0, + 43424.0, + 43584.0, + 43744.0, + 43904.0, + 44032.0, + 44192.0, + 44352.0, + 44512.0, + 44672.0, + 44832.0, + 44992.0, + 45152.0, + 45312.0, + 45440.0, + 45600.0, + 45760.0, + 45920.0, + 46080.0, + 46240.0, + 46400.0, + 46560.0, + 46688.0, + 46848.0, + 47008.0, + 47168.0, + 47328.0, + 47488.0, + 47648.0, + 47808.0, + 47968.0, + 48096.0, + 48256.0, + 48416.0, + 48576.0, + 48736.0, + 48896.0, + 49056.0, + 49216.0, + 49344.0, + 49504.0, + 49664.0, + 49824.0, + 49984.0, + 50144.0, + 50304.0, + 50464.0, + 50624.0, + 50752.0, + 50912.0, + 51072.0, + 51232.0, + 51392.0, + 51552.0, + 51712.0, + 51872.0, + 52000.0, + 52160.0, + 52320.0, + 52480.0, + 52640.0, + 52800.0, + 52960.0, + 53120.0, + 53280.0, + 53408.0, + 53568.0, + 53728.0, + 53888.0, + 54048.0, + 54208.0, + 54368.0, + 54528.0, + 54656.0, + 54816.0, + 54976.0, + 55136.0, + 55296.0, + 55456.0, + 55616.0, + 55776.0, + 55936.0, + 56064.0, + 56224.0, + 56384.0, + 56544.0, + 56704.0, + 56864.0, + 57024.0, + 57184.0, + 57312.0, + 57472.0, + 57632.0, + 57792.0, + 57952.0, + 58112.0, + 58272.0, + 58432.0, + 58592.0, + 58720.0, + 58880.0, + 59040.0, + 59200.0, + 59360.0, + 59520.0, + 59680.0, + 59840.0, + 60000.0, + 60128.0, + 60288.0, + 60448.0, + 60608.0, + 60768.0, + 60928.0, + 61088.0, + 61248.0, + 61376.0, + 61536.0, + 61696.0, + 61856.0, + 62016.0, + 62176.0, + 62336.0, + 62496.0, + 62656.0, + 62784.0, + 62944.0, + 63104.0, + 63264.0, + 63424.0, + 63584.0, + 63744.0, + 63904.0, + 64032.0, + 64192.0, + 64352.0, + 64512.0, + 64672.0, + 64832.0, + 64992.0, + 65152.0, + 65312.0, + 65440.0, + 65600.0, + 65760.0, + 65920.0, + 66080.0, + 66240.0, + 66400.0, + 66560.0, + 66688.0, + 66848.0, + 67008.0, + 67168.0, + 67328.0, + 67488.0, + 67648.0, + 67808.0, + 67968.0, + 68096.0, + 68256.0, + 68416.0, + 68576.0, + 68736.0, + 68896.0, + 69056.0, + 69216.0, + 69344.0, + 69504.0, + 69664.0, + 69824.0, + 69984.0, + 70144.0, + 70304.0, + 70464.0, + 70624.0, + 70752.0, + 70912.0, + 71072.0, + 71232.0, + 71392.0, + 71552.0, + 71712.0, + 71872.0, + 72000.0, + 72160.0, + 72320.0, + 72480.0, + 72640.0, + 72800.0, + 72960.0, + 73120.0, + 73280.0, + 73408.0, + 73568.0, + 73728.0, + 73888.0, + 74048.0, + 74208.0, + 74368.0, + 74528.0, + 74656.0, + 74816.0, + 74976.0, + 75136.0, + 75296.0, + 75456.0, + 75616.0, + 75776.0, + 75936.0, + 76064.0, + 76224.0, + 76384.0, + 76544.0, + 76704.0, + 76864.0, + 77024.0, + 77184.0, + 77312.0, + 77472.0, + 77632.0, + 77792.0, + 77952.0, + 78112.0, + 78272.0, + 78432.0, + 78592.0, + 78720.0, + 78880.0, + 79040.0, + 79200.0, + 79360.0, + 79520.0, + 79680.0, + 79840.0, + 80000.0, + 80128.0, + 80288.0, + 80448.0, + 80608.0, + 80768.0, + 80928.0, + 81088.0, + 81248.0, + 81376.0, + 81536.0, + 81696.0, + 81856.0, + 82016.0, + 82176.0, + 82336.0, + 82496.0, + 82656.0, + 82784.0, + 82944.0, + 83104.0, + 83264.0, + 83424.0, + 83584.0, + 83744.0, + 83904.0, + 84032.0, + 84192.0, + 84352.0, + 84512.0, + 84672.0, + 84832.0, + 84992.0, + 85152.0, + 85312.0, + 85440.0, + 85600.0, + 85760.0, + 85920.0, + 86080.0, + 86240.0, + 86400.0, + 86560.0, + 86688.0, + 86848.0, + 87008.0, + 87168.0, + 87328.0, + 87488.0, + 87648.0, + 87808.0, + 87968.0, + 88096.0, + 88256.0, + 88416.0, + 88576.0, + 88736.0, + 88896.0, + 89056.0, + 89216.0, + 89344.0, + 89504.0, + 89664.0, + 89824.0, + 89984.0, + 90144.0, + 90304.0, + 90464.0, + 90624.0, + 90752.0, + 90912.0, + 91072.0, + 91232.0, + 91392.0, + 91552.0, + 91712.0, + 91872.0, + 92000.0, + 92160.0, + 92320.0, + 92480.0, + 92640.0, + 92800.0, + 92960.0, + 93120.0, + 93280.0, + 93408.0, + 93568.0, + 93728.0, + 93888.0, + 94048.0, + 94208.0, + 94368.0, + 94528.0, + 94656.0, + 94816.0, + 94976.0, + 95136.0, + 95296.0, + 95456.0, + 95616.0, + 95776.0, + 95936.0, + 96064.0, + 96224.0, + 96384.0, + 96544.0, + 96704.0, + 96864.0, + 97024.0, + 97184.0, + 97312.0, + 97472.0, + 97632.0, + 97792.0, + 97952.0, + 98112.0, + 98272.0, + 98432.0, + 98592.0, + 98720.0, + 98880.0, + 99040.0, + 99200.0, + 99360.0, + 99520.0, + 99680.0, + 99840.0, + 100000.0, + 100128.0, + 100288.0, + 100448.0, + 100608.0, + 100768.0, + 100928.0, + 101088.0, + 101248.0, + 101376.0, + 101536.0, + 101696.0, + 101856.0, + 102016.0, + 102176.0, + 102336.0, + 102496.0, + 102656.0, + 102784.0, + 102944.0, + 103104.0, + 103264.0, + 103424.0, + 103584.0, + 103744.0, + 103904.0, + 104032.0, + 104192.0, + 104352.0, + 104512.0, + 104672.0, + 104832.0, + 104992.0, + 105152.0, + 105312.0, + 105440.0, + 105600.0, + 105760.0, + 105920.0, + 106080.0, + 106240.0, + 106400.0, + 106560.0, + 106688.0, + 106848.0, + 107008.0, + 107168.0, + 107328.0, + 107488.0, + 107648.0, + 107808.0, + 107968.0, + 108096.0, + 108256.0, + 108416.0, + 108576.0, + 108736.0, + 108896.0, + 109056.0, + 109216.0, + 109344.0, + 109504.0, + 109664.0, + 109824.0, + 109984.0, + 110144.0, + 110304.0, + 110464.0, + 110624.0, + 110752.0, + 110912.0, + 111072.0, + 111232.0, + 111392.0, + 111552.0, + 111712.0, + 111872.0, + 112000.0, + 112160.0, + 112320.0, + 112480.0, + 112640.0, + 112800.0, + 112960.0, + 113120.0, + 113280.0, + 113408.0, + 113568.0, + 113728.0, + 113888.0, + 114048.0, + 114208.0, + 114368.0, + 114528.0, + 114656.0, + 114816.0, + 114976.0, + 115136.0, + 115296.0, + 115456.0, + 115616.0, + 115776.0, + 115936.0, + 116064.0, + 116224.0, + 116384.0, + 116544.0, + 116704.0, + 116864.0, + 117024.0, + 117184.0, + 117312.0, + 117472.0, + 117632.0, + 117792.0, + 117952.0, + 118112.0, + 118272.0, + 118432.0, + 118592.0, + 118720.0, + 118880.0, + 119040.0, + 119200.0, + 119360.0, + 119520.0, + 119680.0, + 119840.0, + 120000.0, + 120128.0, + 120288.0, + 120448.0, + 120608.0, + 120768.0, + 120928.0, + 121088.0, + 121248.0, + 121376.0, + 121536.0, + 121696.0, + 121856.0, + 122016.0, + 122176.0, + 122336.0, + 122496.0, + 122656.0, + 122784.0, + 122944.0, + 123104.0, + 123264.0, + 123424.0, + 123584.0, + 123744.0, + 123904.0, + 124032.0, + 124192.0, + 124352.0, + 124512.0, + 124672.0, + 124832.0, + 124992.0, + 125152.0, + 125312.0, + 125440.0, + 125600.0, + 125760.0, + 125920.0, + 126080.0, + 126240.0, + 126400.0, + 126560.0, + 126688.0, + 126848.0, + 127008.0, + 127168.0, + 127328.0, + 127488.0, + 127648.0, + 127808.0, + 127968.0, + 128096.0, + 128256.0, + 128416.0, + 128576.0, + 128736.0, + 128896.0, + 129056.0, + 129216.0, + 129344.0, + 129504.0, + 129664.0, + 129824.0, + 129984.0, + 130144.0, + 130304.0, + 130464.0, + 130624.0, + 130752.0, + 130912.0, + 131072.0, + 131232.0, + 131392.0, + 131552.0, + 131712.0, + 131872.0, + 132000.0, + 132160.0, + 132320.0, + 132480.0, + 132640.0, + 132800.0, + 132960.0, + 133120.0, + 133280.0, + 133408.0, + 133568.0, + 133728.0, + 133888.0, + 134048.0, + 134208.0, + 134368.0, + 134528.0, + 134656.0, + 134816.0, + 134976.0, + 135136.0, + 135296.0, + 135456.0, + 135616.0, + 135776.0, + 135936.0, + 136064.0, + 136224.0, + 136384.0, + 136544.0, + 136704.0, + 136864.0, + 137024.0, + 137184.0, + 137312.0, + 137472.0, + 137632.0, + 137792.0, + 137952.0, + 138112.0, + 138272.0, + 138432.0, + 138592.0, + 138720.0, + 138880.0, + 139040.0, + 139200.0, + 139360.0, + 139520.0, + 139680.0, + 139840.0, + 140000.0, + 140128.0, + 140288.0, + 140448.0, + 140608.0, + 140768.0, + 140928.0, + 141088.0, + 141248.0, + 141376.0, + 141536.0, + 141696.0, + 141856.0, + 142016.0, + 142176.0, + 142336.0, + 142496.0, + 142656.0, + 142784.0, + 142944.0, + 143104.0, + 143264.0, + 143424.0, + 143584.0, + 143744.0, + 143904.0, + 144032.0, + 144192.0, + 144352.0, + 144512.0, + 144672.0, + 144832.0, + 144992.0, + 145152.0, + 145312.0, + 145440.0, + 145600.0, + 145760.0, + 145920.0, + 146080.0, + 146240.0, + 146400.0, + 146560.0, + 146688.0, + 146848.0, + 147008.0, + 147168.0, + 147328.0, + 147488.0, + 147648.0, + 147808.0, + 147968.0, + 148096.0, + 148256.0, + 148416.0, + 148576.0, + 148736.0, + 148896.0, + 149056.0, + 149216.0, + 149344.0, + 149504.0, + 149664.0, + 149824.0, + 149984.0, + 150144.0, + 150304.0, + 150464.0, + 150624.0, + 150752.0, + 150912.0, + 151072.0, + 151232.0, + 151392.0, + 151552.0, + 151712.0, + 151872.0, + 152000.0, + 152160.0, + 152320.0, + 152480.0, + 152640.0, + 152800.0, + 152960.0, + 153120.0, + 153280.0, + 153408.0, + 153568.0, + 153728.0, + 153888.0, + 154048.0, + 154208.0, + 154368.0, + 154528.0, + 154656.0, + 154816.0, + 154976.0, + 155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_trial_metrics_scalar.json b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..2efc70dec11719fae92e39bc3665735a3661e63f --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 3917.0625, + "strength": 1130.7523193359375, + "max_strength": 2131.9365234375, + "final_strength": 1775.9599609375, + "sample_efficiency": 1.8938912660360074e-07, + "training_efficiency": 1.0879964975174516e-05, + "stability": 0.9646880030632019, + "consistency": 0.6064101457595825 +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0.log b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..3b3b9875e310a2bb405b4dfba8e2eeeb1813dea2 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0.log @@ -0,0 +1,5 @@ +2026-01-06 12:58:24 | INFO | PID:1147 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:3917.06 | strength:1131 | max_strength:2132 | final_strength:1776 | sample_efficiency:1.894e-07 | training_efficiency:1.088e-05 | stability:0.9647 | consistency:0.6064 +2026-01-06 12:58:24 | INFO | PID:1147 | slm_lab.lib.logger:info | Trial 0 done +2026-01-06 12:58:24 | INFO | PID:1147 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_centipede_2026_01_06_112542 +2026-01-06 12:58:24 | INFO | PID:1147 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-06 12:58:24 | INFO | PID:1147 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_centipede_2026_01_06_112542 to SLM-Lab/benchmark-dev/data/ppo_atari_centipede_2026_01_06_112542... diff --git a/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s0.log b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..097c1996efeb316c3225d79f0756243b2d2dc7df --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s0.log @@ -0,0 +1,2486 @@ +2026-01-06 11:25:44 | INFO | PID:1190 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 11:25:48 | INFO | PID:1190 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA RTX A4500 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-06 11:25:48 | INFO | PID:1190 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.95 + clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 128 + minibatch_size: 256 + training_epoch: 4 + clip_vloss: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 +minibatch_size: 256 +val_loss_coef: 0.5 +normalize_v_targets: False +symlog_transform: False +clip_vloss: True +gamma: 0.99 +lam: 0.95 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +net_names: ['net'] +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-05 + foreach: None + fused: None + initial_lr: 0.00025 + lr: 0.00025 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-06 11:25:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:1254.00 total_reward_ma:1254.00 loss:0.9918 fps:1250 +frame:1.00e+04 wall_t:8 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.882 +2026-01-06 11:26:00 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2464.05 total_reward_ma:1859.03 loss:0.642 fps:1429 +frame:2.00e+04 wall_t:14 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.871 +2026-01-06 11:26:06 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2458.72 total_reward_ma:2058.92 loss:0.9302 fps:1500 +frame:3.00e+04 wall_t:20 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.856 +2026-01-06 11:26:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2268.37 total_reward_ma:2111.29 loss:0.5219 fps:1481 +frame:4.00e+04 wall_t:27 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.85 +2026-01-06 11:26:20 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2209.81 total_reward_ma:2130.99 loss:0.5848 fps:1471 +frame:5.00e+04 wall_t:34 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.829 +2026-01-06 11:26:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2369.00 total_reward_ma:2170.66 loss:0.2987 fps:1500 +frame:6.00e+04 wall_t:40 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.804 +2026-01-06 11:26:33 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2269.33 total_reward_ma:2184.75 loss:0.7591 fps:1489 +frame:7.00e+04 wall_t:47 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.799 +2026-01-06 11:26:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2307.75 total_reward_ma:2200.13 loss:0.6039 fps:1481 +frame:8.00e+04 wall_t:54 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.79 +2026-01-06 11:26:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2338.21 total_reward_ma:2215.47 loss:0.2703 fps:1500 +frame:9.00e+04 wall_t:60 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.794 +2026-01-06 11:26:53 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2304.55 total_reward_ma:2224.38 loss:0.3784 fps:1493 +frame:1.00e+05 wall_t:67 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.811 +2026-01-06 11:26:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2341.38 total_reward_ma:2235.02 loss:0.445 fps:1507 +frame:1.10e+05 wall_t:73 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.783 +2026-01-06 11:27:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2381.28 total_reward_ma:2247.20 loss:0.446 fps:1519 +frame:1.20e+05 wall_t:79 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.733 +2026-01-06 11:27:12 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2265.03 total_reward_ma:2248.58 loss:0.5071 fps:1529 +frame:1.30e+05 wall_t:85 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.692 +2026-01-06 11:27:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2312.25 total_reward_ma:2253.12 loss:0.4874 fps:1522 +frame:1.40e+05 wall_t:92 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.637 +2026-01-06 11:27:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2298.06 total_reward_ma:2256.12 loss:0.5412 fps:1531 +frame:1.50e+05 wall_t:98 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.681 +2026-01-06 11:27:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2270.86 total_reward_ma:2257.04 loss:0.437 fps:1538 +frame:1.60e+05 wall_t:104 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.674 +2026-01-06 11:27:37 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2268.64 total_reward_ma:2257.72 loss:0.4391 fps:1532 +frame:1.70e+05 wall_t:111 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.558 +2026-01-06 11:27:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2337.06 total_reward_ma:2262.13 loss:0.3405 fps:1552 +frame:1.80e+05 wall_t:116 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.603 +2026-01-06 11:27:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2365.99 total_reward_ma:2267.60 loss:0.4139 fps:1557 +frame:1.90e+05 wall_t:122 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.582 +2026-01-06 11:27:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2370.36 total_reward_ma:2272.73 loss:0.2497 fps:1550 +frame:2.00e+05 wall_t:129 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.506 +2026-01-06 11:28:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2493.22 total_reward_ma:2283.23 loss:0.2278 fps:1556 +frame:2.10e+05 wall_t:135 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.389 +2026-01-06 11:28:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2450.81 total_reward_ma:2290.85 loss:0.3106 fps:1560 +frame:2.20e+05 wall_t:141 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.566 +2026-01-06 11:28:14 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2480.84 total_reward_ma:2299.11 loss:0.255 fps:1554 +frame:2.30e+05 wall_t:148 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.487 +2026-01-06 11:28:20 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2528.15 total_reward_ma:2308.66 loss:0.161 fps:1558 +frame:2.40e+05 wall_t:154 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.494 +2026-01-06 11:28:26 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2465.49 total_reward_ma:2314.93 loss:0.3145 fps:1562 +frame:2.50e+05 wall_t:160 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.519 +2026-01-06 11:28:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2518.58 total_reward_ma:2322.76 loss:0.3757 fps:1566 +frame:2.60e+05 wall_t:166 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.482 +2026-01-06 11:28:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2598.06 total_reward_ma:2332.96 loss:0.3481 fps:1570 +frame:2.70e+05 wall_t:172 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.413 +2026-01-06 11:28:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2749.67 total_reward_ma:2347.84 loss:0.4081 fps:1573 +frame:2.80e+05 wall_t:178 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.429 +2026-01-06 11:28:50 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2745.54 total_reward_ma:2361.55 loss:0.2734 fps:1576 +frame:2.90e+05 wall_t:184 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.522 +2026-01-06 11:28:57 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2809.26 total_reward_ma:2376.48 loss:0.2401 fps:1571 +frame:3.00e+05 wall_t:191 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.438 +2026-01-06 11:29:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2810.52 total_reward_ma:2390.48 loss:0.2041 fps:1574 +frame:3.10e+05 wall_t:197 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.521 +2026-01-06 11:29:09 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2779.68 total_reward_ma:2402.64 loss:0.3556 fps:1576 +frame:3.20e+05 wall_t:203 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.488 +2026-01-06 11:29:16 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2793.49 total_reward_ma:2414.49 loss:0.3842 fps:1571 +frame:3.30e+05 wall_t:210 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.548 +2026-01-06 11:29:23 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2670.25 total_reward_ma:2422.01 loss:0.3007 fps:1567 +frame:3.40e+05 wall_t:217 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.602 +2026-01-06 11:29:29 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2530.26 total_reward_ma:2425.10 loss:0.1693 fps:1570 +frame:3.50e+05 wall_t:223 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.567 +2026-01-06 11:29:35 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2493.81 total_reward_ma:2427.01 loss:0.167 fps:1572 +frame:3.60e+05 wall_t:229 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.624 +2026-01-06 11:29:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2522.12 total_reward_ma:2429.58 loss:0.2788 fps:1568 +frame:3.70e+05 wall_t:236 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.633 +2026-01-06 11:29:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2474.99 total_reward_ma:2430.77 loss:0.2231 fps:1570 +frame:3.80e+05 wall_t:242 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.636 +2026-01-06 11:29:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2638.16 total_reward_ma:2436.09 loss:0.1941 fps:1573 +frame:3.90e+05 wall_t:248 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.636 +2026-01-06 11:30:00 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2621.89 total_reward_ma:2440.74 loss:0.3656 fps:1575 +frame:4.00e+05 wall_t:254 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.591 +2026-01-06 11:30:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2542.12 total_reward_ma:2443.21 loss:0.3266 fps:1571 +frame:4.10e+05 wall_t:261 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.624 +2026-01-06 11:30:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2619.36 total_reward_ma:2447.40 loss:0.3158 fps:1573 +frame:4.20e+05 wall_t:267 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.606 +2026-01-06 11:30:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2708.33 total_reward_ma:2453.47 loss:0.2378 fps:1575 +frame:4.30e+05 wall_t:273 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.616 +2026-01-06 11:30:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2884.46 total_reward_ma:2463.27 loss:0.2725 fps:1577 +frame:4.40e+05 wall_t:279 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.548 +2026-01-06 11:30:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2747.07 total_reward_ma:2469.57 loss:0.2256 fps:1573 +frame:4.50e+05 wall_t:286 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.585 +2026-01-06 11:30:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2705.50 total_reward_ma:2474.70 loss:0.2304 fps:1575 +frame:4.60e+05 wall_t:292 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.543 +2026-01-06 11:30:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2713.25 total_reward_ma:2479.78 loss:0.2731 fps:1572 +frame:4.70e+05 wall_t:299 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.565 +2026-01-06 11:30:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2700.05 total_reward_ma:2484.37 loss:0.4188 fps:1569 +frame:4.80e+05 wall_t:306 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.53 +2026-01-06 11:30:58 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2766.94 total_reward_ma:2490.13 loss:0.2651 fps:1571 +frame:4.90e+05 wall_t:312 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.507 +2026-01-06 11:31:04 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2645.36 total_reward_ma:2493.24 loss:0.2858 fps:1572 +frame:5.00e+05 wall_t:318 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.525 +2026-01-06 11:31:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2570.52 total_reward_ma:2494.75 loss:0.2869 fps:1574 +frame:5.10e+05 wall_t:324 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.484 +2026-01-06 11:31:16 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2498.89 total_reward_ma:2494.83 loss:0.1943 fps:1576 +frame:5.20e+05 wall_t:330 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.477 +2026-01-06 11:31:22 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2503.20 total_reward_ma:2494.99 loss:0.2803 fps:1577 +frame:5.30e+05 wall_t:336 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.508 +2026-01-06 11:31:28 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2465.23 total_reward_ma:2494.44 loss:0.2574 fps:1579 +frame:5.40e+05 wall_t:342 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.481 +2026-01-06 11:31:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2532.62 total_reward_ma:2495.13 loss:0.1668 fps:1580 +frame:5.50e+05 wall_t:348 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.522 +2026-01-06 11:31:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2571.87 total_reward_ma:2496.50 loss:0.1946 fps:1582 +frame:5.60e+05 wall_t:354 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.497 +2026-01-06 11:31:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2597.22 total_reward_ma:2498.27 loss:0.1568 fps:1583 +frame:5.70e+05 wall_t:360 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.509 +2026-01-06 11:31:53 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2725.43 total_reward_ma:2502.19 loss:0.1516 fps:1580 +frame:5.80e+05 wall_t:367 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.489 +2026-01-06 11:31:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2651.86 total_reward_ma:2504.73 loss:0.2186 fps:1582 +frame:5.90e+05 wall_t:373 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.536 +2026-01-06 11:32:04 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2652.60 total_reward_ma:2507.19 loss:0.2014 fps:1587 +frame:6.00e+05 wall_t:378 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.515 +2026-01-06 11:32:11 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2724.83 total_reward_ma:2510.76 loss:0.1673 fps:1584 +frame:6.10e+05 wall_t:385 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.503 +2026-01-06 11:32:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2609.85 total_reward_ma:2512.36 loss:0.1937 fps:1582 +frame:6.20e+05 wall_t:392 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.517 +2026-01-06 11:32:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2683.81 total_reward_ma:2515.08 loss:0.3292 fps:1579 +frame:6.30e+05 wall_t:399 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.442 +2026-01-06 11:32:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2608.63 total_reward_ma:2516.54 loss:0.1554 fps:1576 +frame:6.40e+05 wall_t:406 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.446 +2026-01-06 11:32:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2648.41 total_reward_ma:2518.57 loss:0.4133 fps:1578 +frame:6.50e+05 wall_t:412 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.454 +2026-01-06 11:32:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2702.49 total_reward_ma:2521.35 loss:0.2904 fps:1575 +frame:6.60e+05 wall_t:419 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.468 +2026-01-06 11:32:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2867.13 total_reward_ma:2526.52 loss:0.2179 fps:1573 +frame:6.70e+05 wall_t:426 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.465 +2026-01-06 11:32:58 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2804.29 total_reward_ma:2530.60 loss:0.2262 fps:1574 +frame:6.80e+05 wall_t:432 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.462 +2026-01-06 11:33:04 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2838.44 total_reward_ma:2535.06 loss:0.212 fps:1579 +frame:6.90e+05 wall_t:437 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.407 +2026-01-06 11:33:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2801.45 total_reward_ma:2538.87 loss:0.4153 fps:1577 +frame:7.00e+05 wall_t:444 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.418 +2026-01-06 11:33:17 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2917.49 total_reward_ma:2544.20 loss:0.4291 fps:1578 +frame:7.10e+05 wall_t:450 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.443 +2026-01-06 11:33:23 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2861.18 total_reward_ma:2548.60 loss:0.1813 fps:1575 +frame:7.20e+05 wall_t:457 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.477 +2026-01-06 11:33:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3016.86 total_reward_ma:2555.02 loss:0.1952 fps:1573 +frame:7.30e+05 wall_t:464 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.476 +2026-01-06 11:33:37 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2893.88 total_reward_ma:2559.60 loss:0.219 fps:1574 +frame:7.40e+05 wall_t:470 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.418 +2026-01-06 11:33:43 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3009.61 total_reward_ma:2565.60 loss:0.1624 fps:1572 +frame:7.50e+05 wall_t:477 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.41 +2026-01-06 11:33:49 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3105.05 total_reward_ma:2572.69 loss:0.2266 fps:1573 +frame:7.60e+05 wall_t:483 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.442 +2026-01-06 11:33:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3132.85 total_reward_ma:2579.97 loss:0.209 fps:1578 +frame:7.70e+05 wall_t:488 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.443 +2026-01-06 11:34:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3040.84 total_reward_ma:2585.88 loss:0.1814 fps:1576 +frame:7.80e+05 wall_t:495 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.461 +2026-01-06 11:34:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2968.59 total_reward_ma:2590.72 loss:0.176 fps:1577 +frame:7.90e+05 wall_t:501 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.434 +2026-01-06 11:34:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2774.49 total_reward_ma:2593.02 loss:0.1476 fps:1578 +frame:8.00e+05 wall_t:507 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.415 +2026-01-06 11:34:20 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2727.27 total_reward_ma:2594.68 loss:0.1501 fps:1576 +frame:8.10e+05 wall_t:514 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.417 +2026-01-06 11:34:26 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2692.33 total_reward_ma:2595.87 loss:0.1878 fps:1577 +frame:8.20e+05 wall_t:520 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.422 +2026-01-06 11:34:33 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2622.98 total_reward_ma:2596.19 loss:0.3892 fps:1575 +frame:8.30e+05 wall_t:527 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.375 +2026-01-06 11:34:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2587.59 total_reward_ma:2596.09 loss:0.2342 fps:1573 +frame:8.40e+05 wall_t:534 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.388 +2026-01-06 11:34:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2581.04 total_reward_ma:2595.91 loss:0.1822 fps:1574 +frame:8.50e+05 wall_t:540 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.339 +2026-01-06 11:34:53 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2543.06 total_reward_ma:2595.30 loss:0.289 fps:1575 +frame:8.60e+05 wall_t:546 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.41 +2026-01-06 11:34:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2564.94 total_reward_ma:2594.95 loss:0.3525 fps:1573 +frame:8.70e+05 wall_t:553 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.315 +2026-01-06 11:35:06 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2645.24 total_reward_ma:2595.52 loss:0.17 fps:1574 +frame:8.80e+05 wall_t:559 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.384 +2026-01-06 11:35:12 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2644.37 total_reward_ma:2596.07 loss:0.1531 fps:1572 +frame:8.90e+05 wall_t:566 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.404 +2026-01-06 11:35:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2654.80 total_reward_ma:2596.72 loss:0.1837 fps:1573 +frame:9.00e+05 wall_t:572 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.412 +2026-01-06 11:35:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2724.31 total_reward_ma:2598.13 loss:0.2755 fps:1574 +frame:9.10e+05 wall_t:578 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.344 +2026-01-06 11:35:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2822.78 total_reward_ma:2600.57 loss:0.1489 fps:1575 +frame:9.20e+05 wall_t:584 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.335 +2026-01-06 11:35:37 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2885.09 total_reward_ma:2603.63 loss:0.1848 fps:1574 +frame:9.30e+05 wall_t:591 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.423 +2026-01-06 11:35:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2918.97 total_reward_ma:2606.98 loss:0.158 fps:1577 +frame:9.40e+05 wall_t:596 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.441 +2026-01-06 11:35:49 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2881.91 total_reward_ma:2609.88 loss:0.205 fps:1578 +frame:9.50e+05 wall_t:602 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.409 +2026-01-06 11:35:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2866.89 total_reward_ma:2612.55 loss:0.2304 fps:1576 +frame:9.60e+05 wall_t:609 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.416 +2026-01-06 11:36:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3052.89 total_reward_ma:2617.09 loss:0.2891 fps:1577 +frame:9.70e+05 wall_t:615 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.433 +2026-01-06 11:36:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3294.48 total_reward_ma:2624.00 loss:0.238 fps:1576 +frame:9.80e+05 wall_t:622 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.415 +2026-01-06 11:36:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3231.71 total_reward_ma:2630.14 loss:0.2109 fps:1574 +frame:9.90e+05 wall_t:629 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.367 +2026-01-06 11:36:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3054.01 total_reward_ma:2634.38 loss:0.2888 fps:1575 +frame:1.00e+06 wall_t:635 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.355 +2026-01-06 11:36:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3159.89 total_reward_ma:2653.44 loss:0.3103 fps:1576 +frame:1.01e+06 wall_t:641 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.373 +2026-01-06 11:36:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3292.94 total_reward_ma:2661.73 loss:0.1181 fps:1577 +frame:1.02e+06 wall_t:647 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.273 +2026-01-06 11:36:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3262.17 total_reward_ma:2669.76 loss:0.1988 fps:1577 +frame:1.03e+06 wall_t:653 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.313 +2026-01-06 11:36:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3311.42 total_reward_ma:2680.19 loss:0.2755 fps:1576 +frame:1.04e+06 wall_t:660 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.369 +2026-01-06 11:36:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3121.77 total_reward_ma:2689.31 loss:0.1962 fps:1577 +frame:1.05e+06 wall_t:666 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.385 +2026-01-06 11:36:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3165.64 total_reward_ma:2697.28 loss:0.2772 fps:1575 +frame:1.06e+06 wall_t:673 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.282 +2026-01-06 11:37:06 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3204.46 total_reward_ma:2706.63 loss:0.2827 fps:1574 +frame:1.07e+06 wall_t:680 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.283 +2026-01-06 11:37:12 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3361.90 total_reward_ma:2717.17 loss:0.2916 fps:1574 +frame:1.08e+06 wall_t:686 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.284 +2026-01-06 11:37:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3296.62 total_reward_ma:2726.76 loss:0.1371 fps:1575 +frame:1.09e+06 wall_t:692 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.278 +2026-01-06 11:37:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3171.52 total_reward_ma:2735.43 loss:0.1666 fps:1576 +frame:1.10e+06 wall_t:698 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.265 +2026-01-06 11:37:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2994.87 total_reward_ma:2741.96 loss:0.1524 fps:1577 +frame:1.11e+06 wall_t:704 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.376 +2026-01-06 11:37:37 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2989.77 total_reward_ma:2748.05 loss:0.1947 fps:1575 +frame:1.12e+06 wall_t:711 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.382 +2026-01-06 11:37:43 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3039.54 total_reward_ma:2755.79 loss:0.2021 fps:1576 +frame:1.13e+06 wall_t:717 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.365 +2026-01-06 11:37:50 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2992.52 total_reward_ma:2762.60 loss:0.1353 fps:1575 +frame:1.14e+06 wall_t:724 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.281 +2026-01-06 11:37:56 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2906.70 total_reward_ma:2768.68 loss:0.2927 fps:1575 +frame:1.15e+06 wall_t:730 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.326 +2026-01-06 11:38:02 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2876.79 total_reward_ma:2774.74 loss:0.2304 fps:1576 +frame:1.16e+06 wall_t:736 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.379 +2026-01-06 11:38:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3019.70 total_reward_ma:2782.25 loss:0.254 fps:1577 +frame:1.17e+06 wall_t:742 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.363 +2026-01-06 11:38:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3088.25 total_reward_ma:2789.76 loss:0.2633 fps:1575 +frame:1.18e+06 wall_t:749 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.371 +2026-01-06 11:38:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3165.10 total_reward_ma:2797.75 loss:0.2771 fps:1576 +frame:1.19e+06 wall_t:755 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.22 +2026-01-06 11:38:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3221.22 total_reward_ma:2806.26 loss:0.3465 fps:1577 +frame:1.20e+06 wall_t:761 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.29 +2026-01-06 11:38:33 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3283.14 total_reward_ma:2814.16 loss:0.1839 fps:1578 +frame:1.21e+06 wall_t:767 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.265 +2026-01-06 11:38:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3432.02 total_reward_ma:2823.97 loss:0.1695 fps:1576 +frame:1.22e+06 wall_t:774 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.274 +2026-01-06 11:38:47 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3419.68 total_reward_ma:2833.36 loss:0.1761 fps:1575 +frame:1.23e+06 wall_t:781 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.274 +2026-01-06 11:38:53 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3483.73 total_reward_ma:2842.92 loss:0.2046 fps:1576 +frame:1.24e+06 wall_t:787 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.351 +2026-01-06 11:38:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3406.81 total_reward_ma:2852.33 loss:0.2143 fps:1576 +frame:1.25e+06 wall_t:793 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.378 +2026-01-06 11:39:06 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3354.67 total_reward_ma:2860.69 loss:0.2327 fps:1575 +frame:1.26e+06 wall_t:800 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.293 +2026-01-06 11:39:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3594.62 total_reward_ma:2870.66 loss:0.2144 fps:1574 +frame:1.27e+06 wall_t:807 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.339 +2026-01-06 11:39:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3392.84 total_reward_ma:2877.09 loss:0.3188 fps:1574 +frame:1.28e+06 wall_t:813 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.412 +2026-01-06 11:39:26 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3273.88 total_reward_ma:2882.37 loss:0.3333 fps:1573 +frame:1.29e+06 wall_t:820 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.279 +2026-01-06 11:39:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3190.64 total_reward_ma:2886.19 loss:0.2739 fps:1574 +frame:1.30e+06 wall_t:826 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.317 +2026-01-06 11:39:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3210.67 total_reward_ma:2890.19 loss:0.1895 fps:1575 +frame:1.31e+06 wall_t:832 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.3 +2026-01-06 11:39:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3226.39 total_reward_ma:2894.66 loss:0.2542 fps:1575 +frame:1.32e+06 wall_t:838 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.207 +2026-01-06 11:39:51 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3325.86 total_reward_ma:2899.98 loss:0.1791 fps:1574 +frame:1.33e+06 wall_t:845 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.381 +2026-01-06 11:39:57 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2927.07 total_reward_ma:2902.55 loss:0.175 fps:1575 +frame:1.34e+06 wall_t:851 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.269 +2026-01-06 11:40:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2963.35 total_reward_ma:2906.88 loss:0.1641 fps:1575 +frame:1.35e+06 wall_t:857 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.174 +2026-01-06 11:40:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3140.68 total_reward_ma:2913.35 loss:0.3146 fps:1576 +frame:1.36e+06 wall_t:863 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.251 +2026-01-06 11:40:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3196.20 total_reward_ma:2920.09 loss:0.2441 fps:1577 +frame:1.37e+06 wall_t:869 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.264 +2026-01-06 11:40:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3163.87 total_reward_ma:2926.98 loss:0.1805 fps:1577 +frame:1.38e+06 wall_t:875 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.242 +2026-01-06 11:40:28 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3103.51 total_reward_ma:2931.63 loss:0.3835 fps:1576 +frame:1.39e+06 wall_t:882 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.206 +2026-01-06 11:40:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3110.83 total_reward_ma:2936.52 loss:0.2013 fps:1577 +frame:1.40e+06 wall_t:888 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.207 +2026-01-06 11:40:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3179.88 total_reward_ma:2942.90 loss:0.2067 fps:1577 +frame:1.41e+06 wall_t:894 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.267 +2026-01-06 11:40:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3219.78 total_reward_ma:2948.90 loss:0.1882 fps:1576 +frame:1.42e+06 wall_t:901 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.266 +2026-01-06 11:40:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3101.73 total_reward_ma:2952.84 loss:0.1638 fps:1573 +frame:1.43e+06 wall_t:909 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.363 +2026-01-06 11:41:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3020.86 total_reward_ma:2954.20 loss:0.3043 fps:1574 +frame:1.44e+06 wall_t:915 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.291 +2026-01-06 11:41:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3200.05 total_reward_ma:2958.73 loss:0.2403 fps:1574 +frame:1.45e+06 wall_t:921 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.285 +2026-01-06 11:41:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3199.85 total_reward_ma:2963.67 loss:0.2203 fps:1577 +frame:1.46e+06 wall_t:926 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.358 +2026-01-06 11:41:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3163.67 total_reward_ma:2968.18 loss:0.3238 fps:1576 +frame:1.47e+06 wall_t:933 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.393 +2026-01-06 11:41:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3084.43 total_reward_ma:2972.02 loss:0.2758 fps:1576 +frame:1.48e+06 wall_t:939 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.444 +2026-01-06 11:41:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3124.63 total_reward_ma:2975.60 loss:0.3005 fps:1577 +frame:1.49e+06 wall_t:945 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.373 +2026-01-06 11:41:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3209.96 total_reward_ma:2981.24 loss:0.2494 fps:1574 +frame:1.50e+06 wall_t:953 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.288 +2026-01-06 11:41:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3291.37 total_reward_ma:2988.45 loss:0.3436 fps:1575 +frame:1.51e+06 wall_t:959 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.378 +2026-01-06 11:41:51 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3216.12 total_reward_ma:2995.62 loss:0.178 fps:1575 +frame:1.52e+06 wall_t:965 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.412 +2026-01-06 11:41:57 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3249.16 total_reward_ma:3003.08 loss:0.2983 fps:1576 +frame:1.53e+06 wall_t:971 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.342 +2026-01-06 11:42:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3394.12 total_reward_ma:3012.37 loss:0.1775 fps:1576 +frame:1.54e+06 wall_t:977 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.38 +2026-01-06 11:42:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3553.82 total_reward_ma:3022.58 loss:0.2446 fps:1575 +frame:1.55e+06 wall_t:984 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.374 +2026-01-06 11:42:17 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3634.60 total_reward_ma:3033.21 loss:0.2638 fps:1574 +frame:1.56e+06 wall_t:991 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.316 +2026-01-06 11:42:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3655.30 total_reward_ma:3043.79 loss:0.1617 fps:1573 +frame:1.57e+06 wall_t:998 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.227 +2026-01-06 11:42:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3701.09 total_reward_ma:3053.55 loss:0.1861 fps:1574 +frame:1.58e+06 wall_t:1004 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.287 +2026-01-06 11:42:37 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3757.67 total_reward_ma:3064.61 loss:0.1577 fps:1573 +frame:1.59e+06 wall_t:1011 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.372 +2026-01-06 11:42:43 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3671.56 total_reward_ma:3074.80 loss:0.2875 fps:1573 +frame:1.60e+06 wall_t:1017 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.33 +2026-01-06 11:42:49 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3639.95 total_reward_ma:3083.95 loss:0.2384 fps:1574 +frame:1.61e+06 wall_t:1023 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.341 +2026-01-06 11:42:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3506.23 total_reward_ma:3092.91 loss:0.2758 fps:1574 +frame:1.62e+06 wall_t:1029 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.377 +2026-01-06 11:43:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3466.35 total_reward_ma:3100.74 loss:0.3262 fps:1575 +frame:1.63e+06 wall_t:1035 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.307 +2026-01-06 11:43:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3407.89 total_reward_ma:3108.73 loss:0.3507 fps:1574 +frame:1.64e+06 wall_t:1042 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.279 +2026-01-06 11:43:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3373.37 total_reward_ma:3115.98 loss:0.205 fps:1573 +frame:1.65e+06 wall_t:1049 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.229 +2026-01-06 11:43:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3305.05 total_reward_ma:3122.01 loss:0.2345 fps:1573 +frame:1.66e+06 wall_t:1055 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.342 +2026-01-06 11:43:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3263.75 total_reward_ma:3125.97 loss:0.2798 fps:1574 +frame:1.67e+06 wall_t:1061 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.238 +2026-01-06 11:43:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3328.66 total_reward_ma:3131.22 loss:0.1572 fps:1573 +frame:1.68e+06 wall_t:1068 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.308 +2026-01-06 11:43:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3235.95 total_reward_ma:3135.19 loss:0.1948 fps:1574 +frame:1.69e+06 wall_t:1074 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.222 +2026-01-06 11:43:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3227.95 total_reward_ma:3139.46 loss:0.1648 fps:1574 +frame:1.70e+06 wall_t:1080 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.294 +2026-01-06 11:43:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3122.99 total_reward_ma:3141.51 loss:0.132 fps:1575 +frame:1.71e+06 wall_t:1086 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.263 +2026-01-06 11:43:58 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3216.45 total_reward_ma:3145.06 loss:0.2291 fps:1575 +frame:1.72e+06 wall_t:1092 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.293 +2026-01-06 11:44:04 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3213.45 total_reward_ma:3147.03 loss:0.2495 fps:1576 +frame:1.73e+06 wall_t:1098 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.284 +2026-01-06 11:44:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3179.40 total_reward_ma:3149.88 loss:0.1967 fps:1576 +frame:1.74e+06 wall_t:1104 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.197 +2026-01-06 11:44:17 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3178.26 total_reward_ma:3151.57 loss:0.1697 fps:1575 +frame:1.75e+06 wall_t:1111 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.285 +2026-01-06 11:44:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3184.30 total_reward_ma:3152.36 loss:0.2065 fps:1574 +frame:1.76e+06 wall_t:1118 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.09 +2026-01-06 11:44:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3155.47 total_reward_ma:3152.59 loss:0.2602 fps:1575 +frame:1.77e+06 wall_t:1124 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.228 +2026-01-06 11:44:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3369.13 total_reward_ma:3155.87 loss:0.3691 fps:1575 +frame:1.78e+06 wall_t:1130 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.101 +2026-01-06 11:44:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3341.88 total_reward_ma:3159.61 loss:0.1561 fps:1576 +frame:1.79e+06 wall_t:1136 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.264 +2026-01-06 11:44:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3432.55 total_reward_ma:3166.19 loss:0.1097 fps:1576 +frame:1.80e+06 wall_t:1142 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.191 +2026-01-06 11:44:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3435.85 total_reward_ma:3173.27 loss:0.2001 fps:1577 +frame:1.81e+06 wall_t:1148 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.156 +2026-01-06 11:45:00 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3507.48 total_reward_ma:3181.42 loss:0.3256 fps:1577 +frame:1.82e+06 wall_t:1154 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.191 +2026-01-06 11:45:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3539.60 total_reward_ma:3190.59 loss:0.2757 fps:1576 +frame:1.83e+06 wall_t:1161 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.146 +2026-01-06 11:45:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3499.76 total_reward_ma:3199.71 loss:0.1689 fps:1577 +frame:1.84e+06 wall_t:1167 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.161 +2026-01-06 11:45:20 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3370.79 total_reward_ma:3207.61 loss:0.1635 fps:1576 +frame:1.85e+06 wall_t:1174 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.301 +2026-01-06 11:45:26 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3260.64 total_reward_ma:3214.78 loss:0.2365 fps:1576 +frame:1.86e+06 wall_t:1180 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.138 +2026-01-06 11:45:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3221.43 total_reward_ma:3221.35 loss:0.1938 fps:1577 +frame:1.87e+06 wall_t:1186 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.162 +2026-01-06 11:45:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3282.12 total_reward_ma:3227.72 loss:0.3142 fps:1577 +frame:1.88e+06 wall_t:1192 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.191 +2026-01-06 11:45:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3076.85 total_reward_ma:3232.04 loss:0.1113 fps:1578 +frame:1.89e+06 wall_t:1198 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.223 +2026-01-06 11:45:50 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3107.47 total_reward_ma:3236.57 loss:0.2227 fps:1578 +frame:1.90e+06 wall_t:1204 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.159 +2026-01-06 11:45:56 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3501.13 total_reward_ma:3244.34 loss:0.3244 fps:1579 +frame:1.91e+06 wall_t:1210 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.118 +2026-01-06 11:46:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3522.37 total_reward_ma:3251.33 loss:0.2575 fps:1579 +frame:1.92e+06 wall_t:1216 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.142 +2026-01-06 11:46:09 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3606.65 total_reward_ma:3258.55 loss:0.2791 fps:1578 +frame:1.93e+06 wall_t:1223 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.164 +2026-01-06 11:46:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3477.83 total_reward_ma:3264.14 loss:0.2046 fps:1579 +frame:1.94e+06 wall_t:1229 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.223 +2026-01-06 11:46:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3484.36 total_reward_ma:3270.16 loss:0.229 fps:1579 +frame:1.95e+06 wall_t:1235 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.126 +2026-01-06 11:46:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3283.72 total_reward_ma:3274.33 loss:0.2141 fps:1579 +frame:1.96e+06 wall_t:1241 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.185 +2026-01-06 11:46:33 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3108.12 total_reward_ma:3274.88 loss:0.2596 fps:1580 +frame:1.97e+06 wall_t:1247 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.315 +2026-01-06 11:46:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2869.29 total_reward_ma:3270.63 loss:0.1837 fps:1580 +frame:1.98e+06 wall_t:1253 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.205 +2026-01-06 11:46:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2807.33 total_reward_ma:3266.39 loss:0.1663 fps:1579 +frame:1.99e+06 wall_t:1260 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.271 +2026-01-06 11:46:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2676.80 total_reward_ma:3262.62 loss:0.2114 fps:1580 +frame:2.00e+06 wall_t:1266 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.302 +2026-01-06 11:46:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2814.13 total_reward_ma:3259.16 loss:0.191 fps:1579 +frame:2.01e+06 wall_t:1273 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.203 +2026-01-06 11:47:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2947.05 total_reward_ma:3255.70 loss:0.2686 fps:1579 +frame:2.02e+06 wall_t:1279 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.237 +2026-01-06 11:47:12 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2909.89 total_reward_ma:3252.18 loss:0.2665 fps:1579 +frame:2.03e+06 wall_t:1286 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.213 +2026-01-06 11:47:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2981.91 total_reward_ma:3248.88 loss:0.2072 fps:1579 +frame:2.04e+06 wall_t:1292 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.226 +2026-01-06 11:47:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3081.14 total_reward_ma:3248.47 loss:0.2269 fps:1578 +frame:2.05e+06 wall_t:1299 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:2.254 +2026-01-06 11:47:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3169.53 total_reward_ma:3248.51 loss:0.2073 fps:1579 +frame:2.06e+06 wall_t:1305 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.242 +2026-01-06 11:47:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3396.33 total_reward_ma:3250.43 loss:0.1401 fps:1579 +frame:2.07e+06 wall_t:1311 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:2.23 +2026-01-06 11:47:43 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3411.25 total_reward_ma:3250.93 loss:0.2527 fps:1579 +frame:2.08e+06 wall_t:1317 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.22 +2026-01-06 11:47:50 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3354.94 total_reward_ma:3251.51 loss:0.1624 fps:1579 +frame:2.09e+06 wall_t:1324 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.256 +2026-01-06 11:47:56 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3400.68 total_reward_ma:3253.80 loss:0.1705 fps:1579 +frame:2.10e+06 wall_t:1330 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:2.144 +2026-01-06 11:48:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3452.75 total_reward_ma:3258.38 loss:0.2493 fps:1578 +frame:2.11e+06 wall_t:1337 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:2.314 +2026-01-06 11:48:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3442.44 total_reward_ma:3262.91 loss:0.1833 fps:1577 +frame:2.12e+06 wall_t:1344 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2.311 +2026-01-06 11:48:17 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3443.25 total_reward_ma:3266.94 loss:0.2391 fps:1577 +frame:2.13e+06 wall_t:1351 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:2.107 +2026-01-06 11:48:23 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3228.25 total_reward_ma:3269.30 loss:0.1345 fps:1577 +frame:2.14e+06 wall_t:1357 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:2.221 +2026-01-06 11:48:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3215.47 total_reward_ma:3272.39 loss:0.2206 fps:1576 +frame:2.15e+06 wall_t:1364 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:2.148 +2026-01-06 11:48:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3231.13 total_reward_ma:3275.93 loss:0.2026 fps:1577 +frame:2.16e+06 wall_t:1370 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:2.119 +2026-01-06 11:48:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3177.55 total_reward_ma:3277.51 loss:0.1459 fps:1577 +frame:2.17e+06 wall_t:1376 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.168 +2026-01-06 11:48:49 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3183.94 total_reward_ma:3278.47 loss:0.1564 fps:1576 +frame:2.18e+06 wall_t:1383 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:2.176 +2026-01-06 11:48:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3085.59 total_reward_ma:3277.67 loss:0.1386 fps:1577 +frame:2.19e+06 wall_t:1389 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:2.25 +2026-01-06 11:49:02 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3134.56 total_reward_ma:3276.81 loss:0.1519 fps:1576 +frame:2.20e+06 wall_t:1396 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.156 +2026-01-06 11:49:09 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3127.58 total_reward_ma:3275.25 loss:0.254 fps:1575 +frame:2.21e+06 wall_t:1403 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:2.21 +2026-01-06 11:49:14 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3152.15 total_reward_ma:3272.45 loss:0.1474 fps:1577 +frame:2.22e+06 wall_t:1408 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:2.206 +2026-01-06 11:49:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3087.31 total_reward_ma:3269.13 loss:0.3009 fps:1576 +frame:2.23e+06 wall_t:1415 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.246 +2026-01-06 11:49:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3369.27 total_reward_ma:3267.98 loss:0.2036 fps:1576 +frame:2.24e+06 wall_t:1421 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:2.282 +2026-01-06 11:49:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3310.15 total_reward_ma:3267.02 loss:0.2454 fps:1576 +frame:2.25e+06 wall_t:1428 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:2.152 +2026-01-06 11:49:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3362.82 total_reward_ma:3267.10 loss:0.2069 fps:1576 +frame:2.26e+06 wall_t:1434 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:2.058 +2026-01-06 11:49:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3220.61 total_reward_ma:3263.36 loss:0.1509 fps:1576 +frame:2.27e+06 wall_t:1440 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:2.135 +2026-01-06 11:49:53 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3230.83 total_reward_ma:3261.74 loss:0.18 fps:1576 +frame:2.28e+06 wall_t:1447 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:2.083 +2026-01-06 11:49:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3178.53 total_reward_ma:3260.78 loss:0.194 fps:1576 +frame:2.29e+06 wall_t:1453 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:2.249 +2026-01-06 11:50:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3053.98 total_reward_ma:3259.42 loss:0.1822 fps:1576 +frame:2.30e+06 wall_t:1459 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.249 +2026-01-06 11:50:11 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3010.24 total_reward_ma:3257.41 loss:0.1279 fps:1577 +frame:2.31e+06 wall_t:1465 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:2.184 +2026-01-06 11:50:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3066.43 total_reward_ma:3255.81 loss:0.2178 fps:1576 +frame:2.32e+06 wall_t:1472 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:2.121 +2026-01-06 11:50:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3090.63 total_reward_ma:3253.46 loss:0.2004 fps:1575 +frame:2.33e+06 wall_t:1479 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:2.079 +2026-01-06 11:50:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3062.94 total_reward_ma:3254.82 loss:0.1716 fps:1575 +frame:2.34e+06 wall_t:1486 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:2.136 +2026-01-06 11:50:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3089.97 total_reward_ma:3256.09 loss:0.2313 fps:1574 +frame:2.35e+06 wall_t:1493 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:2.187 +2026-01-06 11:50:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3038.35 total_reward_ma:3255.06 loss:0.1319 fps:1574 +frame:2.36e+06 wall_t:1499 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:2.161 +2026-01-06 11:50:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3046.84 total_reward_ma:3253.57 loss:0.2113 fps:1574 +frame:2.37e+06 wall_t:1506 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:2.171 +2026-01-06 11:50:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3070.37 total_reward_ma:3252.63 loss:0.2381 fps:1573 +frame:2.38e+06 wall_t:1513 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:2.167 +2026-01-06 11:51:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3008.10 total_reward_ma:3251.68 loss:0.1237 fps:1573 +frame:2.39e+06 wall_t:1519 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:2.173 +2026-01-06 11:51:12 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2979.64 total_reward_ma:3250.37 loss:0.2031 fps:1573 +frame:2.40e+06 wall_t:1526 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:2.088 +2026-01-06 11:51:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2931.76 total_reward_ma:3247.89 loss:0.1914 fps:1573 +frame:2.41e+06 wall_t:1532 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:2.185 +2026-01-06 11:51:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2890.60 total_reward_ma:3244.59 loss:0.2464 fps:1573 +frame:2.42e+06 wall_t:1538 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:2.072 +2026-01-06 11:51:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2982.69 total_reward_ma:3243.40 loss:0.2173 fps:1574 +frame:2.43e+06 wall_t:1544 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:2.038 +2026-01-06 11:51:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3037.93 total_reward_ma:3243.57 loss:0.3448 fps:1574 +frame:2.44e+06 wall_t:1550 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:2.057 +2026-01-06 11:51:43 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3156.97 total_reward_ma:3243.14 loss:0.198 fps:1574 +frame:2.45e+06 wall_t:1557 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:2.086 +2026-01-06 11:51:49 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3352.24 total_reward_ma:3244.67 loss:0.2096 fps:1574 +frame:2.46e+06 wall_t:1563 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:2.125 +2026-01-06 11:51:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3331.12 total_reward_ma:3246.34 loss:0.2291 fps:1574 +frame:2.47e+06 wall_t:1569 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:2.111 +2026-01-06 11:52:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3360.56 total_reward_ma:3249.10 loss:0.3026 fps:1575 +frame:2.48e+06 wall_t:1575 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:2.129 +2026-01-06 11:52:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3383.41 total_reward_ma:3251.69 loss:0.2626 fps:1574 +frame:2.49e+06 wall_t:1582 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:2.059 +2026-01-06 11:52:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3406.08 total_reward_ma:3253.65 loss:0.3146 fps:1573 +frame:2.50e+06 wall_t:1589 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:2.058 +2026-01-06 11:52:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3138.87 total_reward_ma:3252.13 loss:0.2255 fps:1574 +frame:2.51e+06 wall_t:1595 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:2.125 +2026-01-06 11:52:28 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3060.44 total_reward_ma:3250.57 loss:0.1624 fps:1573 +frame:2.52e+06 wall_t:1602 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:2.083 +2026-01-06 11:52:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3170.99 total_reward_ma:3249.79 loss:0.3424 fps:1573 +frame:2.53e+06 wall_t:1608 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:2.039 +2026-01-06 11:52:41 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3192.74 total_reward_ma:3247.78 loss:0.1534 fps:1573 +frame:2.54e+06 wall_t:1615 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:2.082 +2026-01-06 11:52:47 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3210.01 total_reward_ma:3244.34 loss:0.1888 fps:1573 +frame:2.55e+06 wall_t:1621 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:2.074 +2026-01-06 11:52:53 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3239.45 total_reward_ma:3240.39 loss:0.2706 fps:1573 +frame:2.56e+06 wall_t:1627 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:2.033 +2026-01-06 11:52:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3145.42 total_reward_ma:3235.29 loss:0.1826 fps:1574 +frame:2.57e+06 wall_t:1633 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:2.061 +2026-01-06 11:53:06 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3115.99 total_reward_ma:3229.44 loss:0.2507 fps:1574 +frame:2.58e+06 wall_t:1639 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.928 +2026-01-06 11:53:12 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3001.86 total_reward_ma:3221.88 loss:0.215 fps:1574 +frame:2.59e+06 wall_t:1646 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.99 +2026-01-06 11:53:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3127.76 total_reward_ma:3216.44 loss:0.1625 fps:1573 +frame:2.60e+06 wall_t:1653 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:2.027 +2026-01-06 11:53:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3140.30 total_reward_ma:3211.44 loss:0.1593 fps:1573 +frame:2.61e+06 wall_t:1659 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.973 +2026-01-06 11:53:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3036.07 total_reward_ma:3206.74 loss:0.2614 fps:1573 +frame:2.62e+06 wall_t:1666 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.989 +2026-01-06 11:53:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3096.79 total_reward_ma:3203.05 loss:0.1369 fps:1572 +frame:2.63e+06 wall_t:1673 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.95 +2026-01-06 11:53:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3107.65 total_reward_ma:3200.04 loss:0.2658 fps:1572 +frame:2.64e+06 wall_t:1679 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:2.095 +2026-01-06 11:53:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3003.29 total_reward_ma:3196.34 loss:0.2556 fps:1572 +frame:2.65e+06 wall_t:1686 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:2.054 +2026-01-06 11:53:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3009.85 total_reward_ma:3193.39 loss:0.1957 fps:1571 +frame:2.66e+06 wall_t:1693 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.991 +2026-01-06 11:54:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3077.01 total_reward_ma:3191.52 loss:0.2512 fps:1572 +frame:2.67e+06 wall_t:1699 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:2.079 +2026-01-06 11:54:11 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3063.82 total_reward_ma:3188.88 loss:0.1786 fps:1572 +frame:2.68e+06 wall_t:1705 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.92 +2026-01-06 11:54:17 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3016.11 total_reward_ma:3186.68 loss:0.181 fps:1572 +frame:2.69e+06 wall_t:1711 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:2.012 +2026-01-06 11:54:23 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3142.76 total_reward_ma:3185.82 loss:0.2335 fps:1573 +frame:2.70e+06 wall_t:1717 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:2.084 +2026-01-06 11:54:29 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3297.43 total_reward_ma:3187.57 loss:0.1401 fps:1573 +frame:2.71e+06 wall_t:1723 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:2 +2026-01-06 11:54:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3251.99 total_reward_ma:3187.93 loss:0.3478 fps:1572 +frame:2.72e+06 wall_t:1730 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.978 +2026-01-06 11:54:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3301.46 total_reward_ma:3188.81 loss:0.1776 fps:1573 +frame:2.73e+06 wall_t:1736 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.883 +2026-01-06 11:54:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3173.74 total_reward_ma:3188.75 loss:0.2113 fps:1573 +frame:2.74e+06 wall_t:1742 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.927 +2026-01-06 11:54:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3036.12 total_reward_ma:3187.33 loss:0.1808 fps:1573 +frame:2.75e+06 wall_t:1748 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.856 +2026-01-06 11:55:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3013.34 total_reward_ma:3185.62 loss:0.2389 fps:1573 +frame:2.76e+06 wall_t:1755 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.929 +2026-01-06 11:55:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3026.17 total_reward_ma:3184.32 loss:0.2271 fps:1572 +frame:2.77e+06 wall_t:1762 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:2.025 +2026-01-06 11:55:14 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3125.14 total_reward_ma:3181.88 loss:0.2695 fps:1572 +frame:2.78e+06 wall_t:1768 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:2 +2026-01-06 11:55:20 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3046.80 total_reward_ma:3178.93 loss:0.2012 fps:1573 +frame:2.79e+06 wall_t:1774 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:2.02 +2026-01-06 11:55:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3041.05 total_reward_ma:3175.02 loss:0.1604 fps:1572 +frame:2.80e+06 wall_t:1781 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:2.019 +2026-01-06 11:55:33 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3137.92 total_reward_ma:3172.04 loss:0.1762 fps:1572 +frame:2.81e+06 wall_t:1787 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.877 +2026-01-06 11:55:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3182.73 total_reward_ma:3168.79 loss:0.1592 fps:1573 +frame:2.82e+06 wall_t:1793 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.924 +2026-01-06 11:55:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3119.37 total_reward_ma:3164.59 loss:0.1387 fps:1573 +frame:2.83e+06 wall_t:1799 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:2.009 +2026-01-06 11:55:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3156.90 total_reward_ma:3161.16 loss:0.2396 fps:1573 +frame:2.84e+06 wall_t:1806 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.974 +2026-01-06 11:55:58 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3219.29 total_reward_ma:3159.65 loss:0.2673 fps:1573 +frame:2.85e+06 wall_t:1812 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.857 +2026-01-06 11:56:04 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3322.03 total_reward_ma:3160.26 loss:0.2881 fps:1573 +frame:2.86e+06 wall_t:1818 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.866 +2026-01-06 11:56:11 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3294.64 total_reward_ma:3160.99 loss:0.2116 fps:1573 +frame:2.87e+06 wall_t:1825 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.931 +2026-01-06 11:56:17 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3286.24 total_reward_ma:3161.03 loss:0.2735 fps:1573 +frame:2.88e+06 wall_t:1831 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.972 +2026-01-06 11:56:23 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3386.09 total_reward_ma:3164.13 loss:0.1234 fps:1573 +frame:2.89e+06 wall_t:1837 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:2.025 +2026-01-06 11:56:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3332.41 total_reward_ma:3166.38 loss:0.1636 fps:1573 +frame:2.90e+06 wall_t:1844 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:2.001 +2026-01-06 11:56:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3399.98 total_reward_ma:3165.36 loss:0.1525 fps:1573 +frame:2.91e+06 wall_t:1850 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.979 +2026-01-06 11:56:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3317.66 total_reward_ma:3163.32 loss:0.232 fps:1573 +frame:2.92e+06 wall_t:1856 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.989 +2026-01-06 11:56:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3244.02 total_reward_ma:3159.69 loss:0.1833 fps:1574 +frame:2.93e+06 wall_t:1862 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.772 +2026-01-06 11:56:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3369.26 total_reward_ma:3158.60 loss:0.23 fps:1574 +frame:2.94e+06 wall_t:1868 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.816 +2026-01-06 11:57:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3448.79 total_reward_ma:3158.25 loss:0.2227 fps:1573 +frame:2.95e+06 wall_t:1875 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.975 +2026-01-06 11:57:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3565.38 total_reward_ma:3161.07 loss:0.3188 fps:1574 +frame:2.96e+06 wall_t:1881 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.872 +2026-01-06 11:57:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3515.85 total_reward_ma:3165.14 loss:0.176 fps:1574 +frame:2.97e+06 wall_t:1887 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.869 +2026-01-06 11:57:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3533.12 total_reward_ma:3171.78 loss:0.2108 fps:1574 +frame:2.98e+06 wall_t:1893 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.939 +2026-01-06 11:57:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3441.24 total_reward_ma:3178.12 loss:0.2605 fps:1575 +frame:2.99e+06 wall_t:1899 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:2 +2026-01-06 11:57:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3461.43 total_reward_ma:3185.97 loss:0.1749 fps:1575 +frame:3.00e+06 wall_t:1905 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.671 +2026-01-06 11:57:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3518.31 total_reward_ma:3193.01 loss:0.4048 fps:1575 +frame:3.01e+06 wall_t:1911 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.838 +2026-01-06 11:57:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3644.77 total_reward_ma:3199.99 loss:0.3285 fps:1575 +frame:3.02e+06 wall_t:1918 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.961 +2026-01-06 11:57:51 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3833.09 total_reward_ma:3209.22 loss:0.2041 fps:1574 +frame:3.03e+06 wall_t:1925 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.66 +2026-01-06 11:57:57 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3841.45 total_reward_ma:3217.81 loss:0.24 fps:1574 +frame:3.04e+06 wall_t:1931 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.821 +2026-01-06 11:58:04 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3887.04 total_reward_ma:3225.87 loss:0.1856 fps:1574 +frame:3.05e+06 wall_t:1938 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.808 +2026-01-06 11:58:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:4009.99 total_reward_ma:3234.28 loss:0.1912 fps:1574 +frame:3.06e+06 wall_t:1944 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.72 +2026-01-06 11:58:16 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3887.15 total_reward_ma:3239.18 loss:0.1599 fps:1574 +frame:3.07e+06 wall_t:1950 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.859 +2026-01-06 11:58:22 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3820.87 total_reward_ma:3243.28 loss:0.1962 fps:1575 +frame:3.08e+06 wall_t:1956 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.831 +2026-01-06 11:58:28 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3633.18 total_reward_ma:3246.06 loss:0.152 fps:1575 +frame:3.09e+06 wall_t:1962 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.955 +2026-01-06 11:58:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3526.18 total_reward_ma:3247.32 loss:0.2123 fps:1575 +frame:3.10e+06 wall_t:1968 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.673 +2026-01-06 11:58:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3574.86 total_reward_ma:3248.54 loss:0.2995 fps:1575 +frame:3.11e+06 wall_t:1974 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.686 +2026-01-06 11:58:47 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3531.62 total_reward_ma:3249.43 loss:0.2089 fps:1575 +frame:3.12e+06 wall_t:1981 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.757 +2026-01-06 11:58:53 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3629.33 total_reward_ma:3251.29 loss:0.3144 fps:1575 +frame:3.13e+06 wall_t:1987 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.8 +2026-01-06 11:58:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3814.46 total_reward_ma:3257.15 loss:0.1814 fps:1576 +frame:3.14e+06 wall_t:1993 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.778 +2026-01-06 11:59:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3800.88 total_reward_ma:3263.01 loss:0.1756 fps:1576 +frame:3.15e+06 wall_t:1999 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.771 +2026-01-06 11:59:11 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3726.83 total_reward_ma:3267.97 loss:0.1684 fps:1577 +frame:3.16e+06 wall_t:2004 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.842 +2026-01-06 11:59:17 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3579.06 total_reward_ma:3271.98 loss:0.2001 fps:1576 +frame:3.17e+06 wall_t:2011 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.919 +2026-01-06 11:59:23 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3390.45 total_reward_ma:3274.05 loss:0.3277 fps:1577 +frame:3.18e+06 wall_t:2017 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.795 +2026-01-06 11:59:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3482.18 total_reward_ma:3278.01 loss:0.1548 fps:1576 +frame:3.19e+06 wall_t:2024 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.85 +2026-01-06 11:59:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3425.01 total_reward_ma:3280.92 loss:0.2199 fps:1576 +frame:3.20e+06 wall_t:2030 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.844 +2026-01-06 11:59:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3505.49 total_reward_ma:3284.70 loss:0.2165 fps:1577 +frame:3.21e+06 wall_t:2036 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.656 +2026-01-06 11:59:49 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3629.22 total_reward_ma:3289.47 loss:0.1898 fps:1577 +frame:3.22e+06 wall_t:2042 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.972 +2026-01-06 11:59:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3674.86 total_reward_ma:3295.34 loss:0.2242 fps:1576 +frame:3.23e+06 wall_t:2049 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:2.059 +2026-01-06 12:00:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3676.96 total_reward_ma:3298.42 loss:0.2599 fps:1577 +frame:3.24e+06 wall_t:2055 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:2.033 +2026-01-06 12:00:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3756.64 total_reward_ma:3302.88 loss:0.1825 fps:1577 +frame:3.25e+06 wall_t:2061 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.8 +2026-01-06 12:00:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3696.56 total_reward_ma:3306.22 loss:0.1961 fps:1577 +frame:3.26e+06 wall_t:2067 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.855 +2026-01-06 12:00:20 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3653.33 total_reward_ma:3310.55 loss:0.1952 fps:1577 +frame:3.27e+06 wall_t:2074 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.908 +2026-01-06 12:00:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3541.60 total_reward_ma:3313.66 loss:0.212 fps:1576 +frame:3.28e+06 wall_t:2081 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.878 +2026-01-06 12:00:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3569.15 total_reward_ma:3317.56 loss:0.2178 fps:1576 +frame:3.29e+06 wall_t:2088 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.805 +2026-01-06 12:00:41 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3599.77 total_reward_ma:3323.02 loss:0.2086 fps:1575 +frame:3.30e+06 wall_t:2095 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.872 +2026-01-06 12:00:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3589.68 total_reward_ma:3328.81 loss:0.4749 fps:1575 +frame:3.31e+06 wall_t:2102 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.877 +2026-01-06 12:00:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3694.72 total_reward_ma:3335.10 loss:0.2117 fps:1574 +frame:3.32e+06 wall_t:2109 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.831 +2026-01-06 12:01:00 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3737.62 total_reward_ma:3341.57 loss:0.2806 fps:1575 +frame:3.33e+06 wall_t:2114 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.92 +2026-01-06 12:01:06 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3845.35 total_reward_ma:3349.39 loss:0.2559 fps:1575 +frame:3.34e+06 wall_t:2120 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.928 +2026-01-06 12:01:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3739.61 total_reward_ma:3355.89 loss:0.177 fps:1576 +frame:3.35e+06 wall_t:2126 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.784 +2026-01-06 12:01:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3730.24 total_reward_ma:3362.81 loss:0.2259 fps:1576 +frame:3.36e+06 wall_t:2132 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.952 +2026-01-06 12:01:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3781.82 total_reward_ma:3370.16 loss:0.2859 fps:1576 +frame:3.37e+06 wall_t:2139 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.917 +2026-01-06 12:01:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3759.88 total_reward_ma:3377.05 loss:0.1457 fps:1575 +frame:3.38e+06 wall_t:2146 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.893 +2026-01-06 12:01:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3707.40 total_reward_ma:3384.04 loss:0.2765 fps:1575 +frame:3.39e+06 wall_t:2153 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.752 +2026-01-06 12:01:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3632.59 total_reward_ma:3390.57 loss:0.2003 fps:1574 +frame:3.40e+06 wall_t:2160 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.896 +2026-01-06 12:01:53 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3528.56 total_reward_ma:3396.54 loss:0.1802 fps:1574 +frame:3.41e+06 wall_t:2167 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.798 +2026-01-06 12:01:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3429.91 total_reward_ma:3401.93 loss:0.2248 fps:1574 +frame:3.42e+06 wall_t:2173 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.897 +2026-01-06 12:02:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3397.19 total_reward_ma:3406.08 loss:0.2529 fps:1574 +frame:3.43e+06 wall_t:2179 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.909 +2026-01-06 12:02:11 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3408.80 total_reward_ma:3409.79 loss:0.1939 fps:1574 +frame:3.44e+06 wall_t:2185 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.887 +2026-01-06 12:02:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3293.76 total_reward_ma:3411.16 loss:0.1488 fps:1574 +frame:3.45e+06 wall_t:2192 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.886 +2026-01-06 12:02:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3194.71 total_reward_ma:3409.58 loss:0.1794 fps:1574 +frame:3.46e+06 wall_t:2198 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.795 +2026-01-06 12:02:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3084.81 total_reward_ma:3407.12 loss:0.1749 fps:1574 +frame:3.47e+06 wall_t:2204 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.937 +2026-01-06 12:02:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3159.25 total_reward_ma:3405.10 loss:0.1884 fps:1575 +frame:3.48e+06 wall_t:2210 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.831 +2026-01-06 12:02:43 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3204.87 total_reward_ma:3403.32 loss:0.1884 fps:1574 +frame:3.49e+06 wall_t:2217 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.709 +2026-01-06 12:02:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3039.99 total_reward_ma:3399.66 loss:0.33 fps:1575 +frame:3.50e+06 wall_t:2222 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.934 +2026-01-06 12:02:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3080.15 total_reward_ma:3399.07 loss:0.2232 fps:1575 +frame:3.51e+06 wall_t:2228 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.836 +2026-01-06 12:03:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3261.25 total_reward_ma:3401.08 loss:0.2266 fps:1576 +frame:3.52e+06 wall_t:2234 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.984 +2026-01-06 12:03:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3319.87 total_reward_ma:3402.57 loss:0.2803 fps:1575 +frame:3.53e+06 wall_t:2241 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.782 +2026-01-06 12:03:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3511.14 total_reward_ma:3405.75 loss:0.2107 fps:1575 +frame:3.54e+06 wall_t:2247 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.776 +2026-01-06 12:03:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3366.64 total_reward_ma:3407.32 loss:0.2386 fps:1576 +frame:3.55e+06 wall_t:2253 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.798 +2026-01-06 12:03:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3407.26 total_reward_ma:3409.00 loss:0.2174 fps:1576 +frame:3.56e+06 wall_t:2259 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.866 +2026-01-06 12:03:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3513.90 total_reward_ma:3412.68 loss:0.2699 fps:1575 +frame:3.57e+06 wall_t:2266 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.938 +2026-01-06 12:03:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3412.80 total_reward_ma:3415.65 loss:0.2263 fps:1575 +frame:3.58e+06 wall_t:2273 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.822 +2026-01-06 12:03:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3376.06 total_reward_ma:3419.39 loss:0.1962 fps:1575 +frame:3.59e+06 wall_t:2279 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.849 +2026-01-06 12:03:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3376.84 total_reward_ma:3421.88 loss:0.1161 fps:1575 +frame:3.60e+06 wall_t:2286 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:2.013 +2026-01-06 12:03:58 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3296.43 total_reward_ma:3423.44 loss:0.2024 fps:1575 +frame:3.61e+06 wall_t:2292 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:2.009 +2026-01-06 12:04:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3334.25 total_reward_ma:3426.43 loss:0.1536 fps:1575 +frame:3.62e+06 wall_t:2299 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.973 +2026-01-06 12:04:12 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3306.33 total_reward_ma:3428.52 loss:0.2094 fps:1574 +frame:3.63e+06 wall_t:2306 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:2.003 +2026-01-06 12:04:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3266.59 total_reward_ma:3430.11 loss:0.2365 fps:1574 +frame:3.64e+06 wall_t:2313 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.935 +2026-01-06 12:04:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3473.05 total_reward_ma:3434.81 loss:0.2287 fps:1574 +frame:3.65e+06 wall_t:2319 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.804 +2026-01-06 12:04:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3375.13 total_reward_ma:3438.46 loss:0.2107 fps:1574 +frame:3.66e+06 wall_t:2325 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.815 +2026-01-06 12:04:37 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3346.49 total_reward_ma:3441.16 loss:0.2463 fps:1574 +frame:3.67e+06 wall_t:2331 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.88 +2026-01-06 12:04:43 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3436.25 total_reward_ma:3444.88 loss:0.2115 fps:1575 +frame:3.68e+06 wall_t:2337 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.792 +2026-01-06 12:04:50 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3442.85 total_reward_ma:3449.15 loss:0.2261 fps:1574 +frame:3.69e+06 wall_t:2344 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.917 +2026-01-06 12:04:56 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3392.41 total_reward_ma:3451.64 loss:0.1903 fps:1574 +frame:3.70e+06 wall_t:2350 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.715 +2026-01-06 12:05:02 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3308.48 total_reward_ma:3451.75 loss:0.1626 fps:1575 +frame:3.71e+06 wall_t:2356 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.779 +2026-01-06 12:05:09 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3366.54 total_reward_ma:3452.90 loss:0.1673 fps:1574 +frame:3.72e+06 wall_t:2363 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.914 +2026-01-06 12:05:16 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3317.40 total_reward_ma:3453.06 loss:0.1752 fps:1574 +frame:3.73e+06 wall_t:2370 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.845 +2026-01-06 12:05:22 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3331.33 total_reward_ma:3454.63 loss:0.2169 fps:1574 +frame:3.74e+06 wall_t:2376 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.737 +2026-01-06 12:05:28 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3264.13 total_reward_ma:3456.91 loss:0.2137 fps:1574 +frame:3.75e+06 wall_t:2382 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.815 +2026-01-06 12:05:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3275.67 total_reward_ma:3459.54 loss:0.1442 fps:1575 +frame:3.76e+06 wall_t:2388 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.928 +2026-01-06 12:05:41 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3176.47 total_reward_ma:3461.04 loss:0.2222 fps:1574 +frame:3.77e+06 wall_t:2395 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.881 +2026-01-06 12:05:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3196.49 total_reward_ma:3461.75 loss:0.2651 fps:1574 +frame:3.78e+06 wall_t:2402 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.871 +2026-01-06 12:05:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3334.55 total_reward_ma:3464.63 loss:0.2872 fps:1573 +frame:3.79e+06 wall_t:2409 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.783 +2026-01-06 12:06:02 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3475.53 total_reward_ma:3468.98 loss:0.225 fps:1573 +frame:3.80e+06 wall_t:2415 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.801 +2026-01-06 12:06:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3446.34 total_reward_ma:3472.06 loss:0.2488 fps:1573 +frame:3.81e+06 wall_t:2422 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.845 +2026-01-06 12:06:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3575.74 total_reward_ma:3475.99 loss:0.3151 fps:1573 +frame:3.82e+06 wall_t:2429 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.793 +2026-01-06 12:06:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3678.17 total_reward_ma:3481.58 loss:0.1711 fps:1573 +frame:3.83e+06 wall_t:2435 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.808 +2026-01-06 12:06:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3731.21 total_reward_ma:3487.32 loss:0.1838 fps:1573 +frame:3.84e+06 wall_t:2441 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.763 +2026-01-06 12:06:33 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3623.82 total_reward_ma:3491.37 loss:0.1178 fps:1573 +frame:3.85e+06 wall_t:2447 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.853 +2026-01-06 12:06:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3577.82 total_reward_ma:3493.93 loss:0.2438 fps:1574 +frame:3.86e+06 wall_t:2453 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.893 +2026-01-06 12:06:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3730.41 total_reward_ma:3498.28 loss:0.235 fps:1574 +frame:3.87e+06 wall_t:2459 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.749 +2026-01-06 12:06:51 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3685.18 total_reward_ma:3502.27 loss:0.241 fps:1574 +frame:3.88e+06 wall_t:2465 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.798 +2026-01-06 12:06:58 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3547.28 total_reward_ma:3503.88 loss:0.3499 fps:1574 +frame:3.89e+06 wall_t:2472 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.841 +2026-01-06 12:07:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3628.84 total_reward_ma:3506.85 loss:0.2726 fps:1573 +frame:3.90e+06 wall_t:2479 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.691 +2026-01-06 12:07:11 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3587.60 total_reward_ma:3508.73 loss:0.2257 fps:1573 +frame:3.91e+06 wall_t:2485 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.824 +2026-01-06 12:07:17 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3610.14 total_reward_ma:3511.65 loss:0.1666 fps:1574 +frame:3.92e+06 wall_t:2491 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.786 +2026-01-06 12:07:23 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3601.98 total_reward_ma:3515.23 loss:0.1702 fps:1574 +frame:3.93e+06 wall_t:2497 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.809 +2026-01-06 12:07:29 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3507.37 total_reward_ma:3516.61 loss:0.1325 fps:1574 +frame:3.94e+06 wall_t:2503 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.771 +2026-01-06 12:07:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3464.22 total_reward_ma:3516.76 loss:0.257 fps:1574 +frame:3.95e+06 wall_t:2509 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.803 +2026-01-06 12:07:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3478.81 total_reward_ma:3515.90 loss:0.1954 fps:1574 +frame:3.96e+06 wall_t:2516 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.755 +2026-01-06 12:07:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3380.81 total_reward_ma:3514.55 loss:0.2353 fps:1574 +frame:3.97e+06 wall_t:2522 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.79 +2026-01-06 12:07:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3297.76 total_reward_ma:3512.20 loss:0.1886 fps:1574 +frame:3.98e+06 wall_t:2528 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.807 +2026-01-06 12:08:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3391.57 total_reward_ma:3511.70 loss:0.2157 fps:1574 +frame:3.99e+06 wall_t:2535 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.842 +2026-01-06 12:08:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3386.32 total_reward_ma:3510.95 loss:0.1632 fps:1574 +frame:4.00e+06 wall_t:2541 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.877 +2026-01-06 12:08:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3497.86 total_reward_ma:3510.74 loss:0.1592 fps:1574 +frame:4.01e+06 wall_t:2547 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.804 +2026-01-06 12:08:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3347.24 total_reward_ma:3507.77 loss:0.2392 fps:1575 +frame:4.02e+06 wall_t:2553 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.811 +2026-01-06 12:08:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3353.97 total_reward_ma:3502.98 loss:0.2846 fps:1575 +frame:4.03e+06 wall_t:2559 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.846 +2026-01-06 12:08:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3360.26 total_reward_ma:3498.16 loss:0.201 fps:1575 +frame:4.04e+06 wall_t:2565 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.889 +2026-01-06 12:08:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3334.24 total_reward_ma:3492.64 loss:0.2766 fps:1575 +frame:4.05e+06 wall_t:2571 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.758 +2026-01-06 12:08:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3369.90 total_reward_ma:3486.24 loss:0.1803 fps:1575 +frame:4.06e+06 wall_t:2577 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.759 +2026-01-06 12:08:50 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3392.92 total_reward_ma:3481.29 loss:0.2117 fps:1575 +frame:4.07e+06 wall_t:2584 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.79 +2026-01-06 12:08:56 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3489.40 total_reward_ma:3477.98 loss:0.3156 fps:1575 +frame:4.08e+06 wall_t:2590 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.799 +2026-01-06 12:09:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3511.27 total_reward_ma:3476.76 loss:0.2133 fps:1575 +frame:4.09e+06 wall_t:2597 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.714 +2026-01-06 12:09:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3352.24 total_reward_ma:3475.02 loss:0.1388 fps:1576 +frame:4.10e+06 wall_t:2602 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.817 +2026-01-06 12:09:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3373.94 total_reward_ma:3473.01 loss:0.2501 fps:1575 +frame:4.11e+06 wall_t:2609 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.725 +2026-01-06 12:09:22 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3070.70 total_reward_ma:3468.40 loss:0.1168 fps:1575 +frame:4.12e+06 wall_t:2616 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.776 +2026-01-06 12:09:28 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3049.40 total_reward_ma:3462.60 loss:0.1321 fps:1575 +frame:4.13e+06 wall_t:2622 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.712 +2026-01-06 12:09:35 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2957.94 total_reward_ma:3454.04 loss:0.1872 fps:1575 +frame:4.14e+06 wall_t:2629 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.596 +2026-01-06 12:09:41 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2826.53 total_reward_ma:3444.29 loss:0.2499 fps:1575 +frame:4.15e+06 wall_t:2635 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.641 +2026-01-06 12:09:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2680.90 total_reward_ma:3433.83 loss:0.212 fps:1575 +frame:4.16e+06 wall_t:2642 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.675 +2026-01-06 12:09:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2627.70 total_reward_ma:3424.32 loss:0.1943 fps:1575 +frame:4.17e+06 wall_t:2648 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.745 +2026-01-06 12:10:00 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2795.36 total_reward_ma:3418.37 loss:0.2868 fps:1575 +frame:4.18e+06 wall_t:2654 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.682 +2026-01-06 12:10:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2923.64 total_reward_ma:3412.78 loss:0.2002 fps:1575 +frame:4.19e+06 wall_t:2661 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.672 +2026-01-06 12:10:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2988.31 total_reward_ma:3408.42 loss:0.2468 fps:1575 +frame:4.20e+06 wall_t:2667 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.699 +2026-01-06 12:10:20 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3093.94 total_reward_ma:3404.30 loss:0.2229 fps:1574 +frame:4.21e+06 wall_t:2674 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.779 +2026-01-06 12:10:26 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3339.12 total_reward_ma:3401.40 loss:0.2894 fps:1575 +frame:4.22e+06 wall_t:2680 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.8 +2026-01-06 12:10:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3460.24 total_reward_ma:3399.25 loss:0.1836 fps:1575 +frame:4.23e+06 wall_t:2686 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.647 +2026-01-06 12:10:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3490.77 total_reward_ma:3397.39 loss:0.2085 fps:1575 +frame:4.24e+06 wall_t:2692 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.595 +2026-01-06 12:10:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3213.47 total_reward_ma:3391.96 loss:0.2155 fps:1575 +frame:4.25e+06 wall_t:2698 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.697 +2026-01-06 12:10:51 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3303.03 total_reward_ma:3388.03 loss:0.2387 fps:1575 +frame:4.26e+06 wall_t:2705 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.656 +2026-01-06 12:10:57 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3287.27 total_reward_ma:3384.37 loss:0.2715 fps:1575 +frame:4.27e+06 wall_t:2711 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.801 +2026-01-06 12:11:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3111.28 total_reward_ma:3380.06 loss:0.2401 fps:1575 +frame:4.28e+06 wall_t:2717 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.749 +2026-01-06 12:11:09 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3061.88 total_reward_ma:3374.99 loss:0.2886 fps:1575 +frame:4.29e+06 wall_t:2723 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.796 +2026-01-06 12:11:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3020.26 total_reward_ma:3369.19 loss:0.1724 fps:1576 +frame:4.30e+06 wall_t:2729 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.703 +2026-01-06 12:11:22 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2965.39 total_reward_ma:3362.95 loss:0.3075 fps:1576 +frame:4.31e+06 wall_t:2735 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.745 +2026-01-06 12:11:28 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:2991.75 total_reward_ma:3355.92 loss:0.1962 fps:1575 +frame:4.32e+06 wall_t:2742 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.613 +2026-01-06 12:11:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3083.60 total_reward_ma:3349.38 loss:0.2883 fps:1576 +frame:4.33e+06 wall_t:2748 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.747 +2026-01-06 12:11:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3146.14 total_reward_ma:3342.39 loss:0.1915 fps:1576 +frame:4.34e+06 wall_t:2754 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.556 +2026-01-06 12:11:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3174.28 total_reward_ma:3336.74 loss:0.213 fps:1576 +frame:4.35e+06 wall_t:2760 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.683 +2026-01-06 12:11:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3109.41 total_reward_ma:3330.53 loss:0.1981 fps:1576 +frame:4.36e+06 wall_t:2766 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.635 +2026-01-06 12:11:58 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3291.84 total_reward_ma:3325.63 loss:0.2451 fps:1576 +frame:4.37e+06 wall_t:2772 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.756 +2026-01-06 12:12:04 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3270.66 total_reward_ma:3320.74 loss:0.1879 fps:1577 +frame:4.38e+06 wall_t:2778 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.647 +2026-01-06 12:12:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3177.68 total_reward_ma:3315.44 loss:0.1501 fps:1577 +frame:4.39e+06 wall_t:2784 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.649 +2026-01-06 12:12:17 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3303.75 total_reward_ma:3312.15 loss:0.2451 fps:1576 +frame:4.40e+06 wall_t:2791 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.719 +2026-01-06 12:12:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3242.61 total_reward_ma:3309.29 loss:0.1326 fps:1577 +frame:4.41e+06 wall_t:2797 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.77 +2026-01-06 12:12:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3246.40 total_reward_ma:3307.46 loss:0.1676 fps:1576 +frame:4.42e+06 wall_t:2804 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.714 +2026-01-06 12:12:37 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3315.09 total_reward_ma:3306.63 loss:0.2616 fps:1576 +frame:4.43e+06 wall_t:2811 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.7 +2026-01-06 12:12:43 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3372.67 total_reward_ma:3306.27 loss:0.2008 fps:1576 +frame:4.44e+06 wall_t:2817 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.653 +2026-01-06 12:12:50 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3509.79 total_reward_ma:3308.43 loss:0.181 fps:1576 +frame:4.45e+06 wall_t:2823 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.78 +2026-01-06 12:12:56 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3399.18 total_reward_ma:3310.48 loss:0.2727 fps:1576 +frame:4.46e+06 wall_t:2830 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.806 +2026-01-06 12:13:02 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3361.17 total_reward_ma:3313.24 loss:0.1118 fps:1576 +frame:4.47e+06 wall_t:2836 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.75 +2026-01-06 12:13:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3423.92 total_reward_ma:3315.89 loss:0.1913 fps:1576 +frame:4.48e+06 wall_t:2842 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.752 +2026-01-06 12:13:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3207.54 total_reward_ma:3315.92 loss:0.2542 fps:1576 +frame:4.49e+06 wall_t:2849 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.742 +2026-01-06 12:13:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3228.08 total_reward_ma:3317.80 loss:0.1365 fps:1576 +frame:4.50e+06 wall_t:2855 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.658 +2026-01-06 12:13:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3211.70 total_reward_ma:3319.11 loss:0.2288 fps:1576 +frame:4.51e+06 wall_t:2861 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.663 +2026-01-06 12:13:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3296.36 total_reward_ma:3319.46 loss:0.1724 fps:1576 +frame:4.52e+06 wall_t:2868 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.705 +2026-01-06 12:13:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3298.28 total_reward_ma:3319.25 loss:0.09245 fps:1576 +frame:4.53e+06 wall_t:2874 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.746 +2026-01-06 12:13:47 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3234.28 total_reward_ma:3316.48 loss:0.1983 fps:1576 +frame:4.54e+06 wall_t:2881 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.648 +2026-01-06 12:13:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3324.47 total_reward_ma:3316.06 loss:0.1891 fps:1576 +frame:4.55e+06 wall_t:2887 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.675 +2026-01-06 12:14:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3402.57 total_reward_ma:3316.01 loss:0.2583 fps:1576 +frame:4.56e+06 wall_t:2894 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.698 +2026-01-06 12:14:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3439.01 total_reward_ma:3315.26 loss:0.1972 fps:1575 +frame:4.57e+06 wall_t:2901 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.752 +2026-01-06 12:14:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3416.93 total_reward_ma:3315.30 loss:0.172 fps:1576 +frame:4.58e+06 wall_t:2907 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.672 +2026-01-06 12:14:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3374.20 total_reward_ma:3315.28 loss:0.2138 fps:1576 +frame:4.59e+06 wall_t:2913 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.679 +2026-01-06 12:14:26 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3510.32 total_reward_ma:3316.62 loss:0.2206 fps:1575 +frame:4.60e+06 wall_t:2920 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.582 +2026-01-06 12:14:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3407.54 total_reward_ma:3317.73 loss:0.1771 fps:1576 +frame:4.61e+06 wall_t:2925 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.742 +2026-01-06 12:14:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3227.06 total_reward_ma:3316.66 loss:0.2412 fps:1576 +frame:4.62e+06 wall_t:2932 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.809 +2026-01-06 12:14:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3313.07 total_reward_ma:3316.72 loss:0.3967 fps:1575 +frame:4.63e+06 wall_t:2939 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.664 +2026-01-06 12:14:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3277.14 total_reward_ma:3316.83 loss:0.1954 fps:1575 +frame:4.64e+06 wall_t:2946 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.723 +2026-01-06 12:14:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3401.65 total_reward_ma:3316.12 loss:0.206 fps:1575 +frame:4.65e+06 wall_t:2953 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.673 +2026-01-06 12:15:06 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3437.13 total_reward_ma:3316.74 loss:0.219 fps:1574 +frame:4.66e+06 wall_t:2960 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.668 +2026-01-06 12:15:12 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3361.48 total_reward_ma:3316.89 loss:0.1705 fps:1575 +frame:4.67e+06 wall_t:2966 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.655 +2026-01-06 12:15:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3513.04 total_reward_ma:3317.65 loss:0.4153 fps:1574 +frame:4.68e+06 wall_t:2973 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.662 +2026-01-06 12:15:26 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3517.25 total_reward_ma:3318.40 loss:0.2012 fps:1574 +frame:4.69e+06 wall_t:2980 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.696 +2026-01-06 12:15:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3525.50 total_reward_ma:3319.73 loss:0.3148 fps:1574 +frame:4.70e+06 wall_t:2986 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.763 +2026-01-06 12:15:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3453.69 total_reward_ma:3321.18 loss:0.2809 fps:1574 +frame:4.71e+06 wall_t:2992 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.636 +2026-01-06 12:15:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3493.95 total_reward_ma:3322.46 loss:0.1897 fps:1574 +frame:4.72e+06 wall_t:2998 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.637 +2026-01-06 12:15:51 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3564.18 total_reward_ma:3324.92 loss:0.3744 fps:1574 +frame:4.73e+06 wall_t:3005 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.546 +2026-01-06 12:15:57 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3518.83 total_reward_ma:3326.80 loss:0.2821 fps:1574 +frame:4.74e+06 wall_t:3011 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.668 +2026-01-06 12:16:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3403.41 total_reward_ma:3328.19 loss:0.1458 fps:1574 +frame:4.75e+06 wall_t:3017 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.747 +2026-01-06 12:16:09 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3453.04 total_reward_ma:3329.96 loss:0.201 fps:1575 +frame:4.76e+06 wall_t:3023 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.687 +2026-01-06 12:16:16 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3451.79 total_reward_ma:3332.72 loss:0.2393 fps:1574 +frame:4.77e+06 wall_t:3030 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.71 +2026-01-06 12:16:21 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3499.35 total_reward_ma:3335.75 loss:0.234 fps:1575 +frame:4.78e+06 wall_t:3035 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.694 +2026-01-06 12:16:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3607.60 total_reward_ma:3338.48 loss:0.2526 fps:1575 +frame:4.79e+06 wall_t:3041 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.842 +2026-01-06 12:16:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3596.48 total_reward_ma:3339.69 loss:0.2308 fps:1575 +frame:4.80e+06 wall_t:3048 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.66 +2026-01-06 12:16:41 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3553.62 total_reward_ma:3340.76 loss:0.2733 fps:1574 +frame:4.81e+06 wall_t:3055 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.467 +2026-01-06 12:16:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3513.93 total_reward_ma:3340.14 loss:0.2588 fps:1574 +frame:4.82e+06 wall_t:3062 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.602 +2026-01-06 12:16:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3603.28 total_reward_ma:3339.39 loss:0.3722 fps:1574 +frame:4.83e+06 wall_t:3068 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.682 +2026-01-06 12:17:00 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3368.01 total_reward_ma:3335.76 loss:0.1913 fps:1574 +frame:4.84e+06 wall_t:3074 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.651 +2026-01-06 12:17:06 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3234.42 total_reward_ma:3331.87 loss:0.2221 fps:1575 +frame:4.85e+06 wall_t:3080 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.665 +2026-01-06 12:17:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3331.21 total_reward_ma:3329.40 loss:0.1953 fps:1574 +frame:4.86e+06 wall_t:3087 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.598 +2026-01-06 12:17:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3373.50 total_reward_ma:3325.83 loss:0.1215 fps:1575 +frame:4.87e+06 wall_t:3092 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.695 +2026-01-06 12:17:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3307.51 total_reward_ma:3322.05 loss:0.2047 fps:1575 +frame:4.88e+06 wall_t:3098 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.602 +2026-01-06 12:17:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3273.57 total_reward_ma:3319.32 loss:0.2466 fps:1575 +frame:4.89e+06 wall_t:3105 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.595 +2026-01-06 12:17:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3349.03 total_reward_ma:3316.52 loss:0.1154 fps:1575 +frame:4.90e+06 wall_t:3112 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.635 +2026-01-06 12:17:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3583.48 total_reward_ma:3316.48 loss:0.1828 fps:1575 +frame:4.91e+06 wall_t:3118 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.522 +2026-01-06 12:17:51 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3437.85 total_reward_ma:3314.75 loss:0.2087 fps:1574 +frame:4.92e+06 wall_t:3125 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.717 +2026-01-06 12:17:57 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3549.49 total_reward_ma:3314.23 loss:0.2186 fps:1575 +frame:4.93e+06 wall_t:3131 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.484 +2026-01-06 12:18:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3576.57 total_reward_ma:3314.92 loss:0.1914 fps:1575 +frame:4.94e+06 wall_t:3137 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.73 +2026-01-06 12:18:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3527.27 total_reward_ma:3315.55 loss:0.1399 fps:1574 +frame:4.95e+06 wall_t:3144 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.633 +2026-01-06 12:18:16 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3407.36 total_reward_ma:3314.84 loss:0.2822 fps:1575 +frame:4.96e+06 wall_t:3150 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.69 +2026-01-06 12:18:23 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3308.46 total_reward_ma:3314.11 loss:0.1884 fps:1574 +frame:4.97e+06 wall_t:3157 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.724 +2026-01-06 12:18:29 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3452.16 total_reward_ma:3315.66 loss:0.2583 fps:1574 +frame:4.98e+06 wall_t:3163 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.766 +2026-01-06 12:18:35 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3446.28 total_reward_ma:3316.21 loss:0.2336 fps:1575 +frame:4.99e+06 wall_t:3169 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.701 +2026-01-06 12:18:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3418.78 total_reward_ma:3316.53 loss:0.2315 fps:1574 +frame:5.00e+06 wall_t:3176 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.73 +2026-01-06 12:18:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3535.86 total_reward_ma:3316.91 loss:0.3487 fps:1574 +frame:5.01e+06 wall_t:3182 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.799 +2026-01-06 12:18:54 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3577.83 total_reward_ma:3319.22 loss:0.1821 fps:1575 +frame:5.02e+06 wall_t:3188 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.692 +2026-01-06 12:19:00 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3474.41 total_reward_ma:3320.42 loss:0.2174 fps:1575 +frame:5.03e+06 wall_t:3194 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.631 +2026-01-06 12:19:06 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3356.84 total_reward_ma:3320.39 loss:0.1474 fps:1575 +frame:5.04e+06 wall_t:3200 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.562 +2026-01-06 12:19:12 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3347.63 total_reward_ma:3320.52 loss:0.152 fps:1575 +frame:5.05e+06 wall_t:3206 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.588 +2026-01-06 12:19:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3387.34 total_reward_ma:3320.69 loss:0.2422 fps:1575 +frame:5.06e+06 wall_t:3212 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.496 +2026-01-06 12:19:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3413.53 total_reward_ma:3320.90 loss:0.2411 fps:1575 +frame:5.07e+06 wall_t:3219 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.694 +2026-01-06 12:19:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3448.76 total_reward_ma:3320.49 loss:0.2984 fps:1575 +frame:5.08e+06 wall_t:3225 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.518 +2026-01-06 12:19:37 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3684.77 total_reward_ma:3322.23 loss:0.3127 fps:1575 +frame:5.09e+06 wall_t:3231 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.561 +2026-01-06 12:19:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3714.01 total_reward_ma:3325.85 loss:0.2625 fps:1576 +frame:5.10e+06 wall_t:3237 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.507 +2026-01-06 12:19:50 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3567.70 total_reward_ma:3327.78 loss:0.2844 fps:1576 +frame:5.11e+06 wall_t:3243 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.524 +2026-01-06 12:19:56 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3702.93 total_reward_ma:3334.11 loss:0.3124 fps:1575 +frame:5.12e+06 wall_t:3250 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.597 +2026-01-06 12:20:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3638.99 total_reward_ma:3340.00 loss:0.2172 fps:1576 +frame:5.13e+06 wall_t:3255 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.578 +2026-01-06 12:20:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3647.49 total_reward_ma:3346.90 loss:0.2013 fps:1576 +frame:5.14e+06 wall_t:3262 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.48 +2026-01-06 12:20:14 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3580.35 total_reward_ma:3354.44 loss:0.2515 fps:1576 +frame:5.15e+06 wall_t:3268 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.586 +2026-01-06 12:20:20 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3616.85 total_reward_ma:3363.80 loss:0.1486 fps:1576 +frame:5.16e+06 wall_t:3274 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.677 +2026-01-06 12:20:26 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3609.84 total_reward_ma:3373.62 loss:0.3035 fps:1576 +frame:5.17e+06 wall_t:3280 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.683 +2026-01-06 12:20:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3617.09 total_reward_ma:3381.83 loss:0.3207 fps:1576 +frame:5.18e+06 wall_t:3286 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.516 +2026-01-06 12:20:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3659.71 total_reward_ma:3389.20 loss:0.2268 fps:1577 +frame:5.19e+06 wall_t:3292 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.599 +2026-01-06 12:20:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3563.89 total_reward_ma:3394.95 loss:0.2453 fps:1577 +frame:5.20e+06 wall_t:3298 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.549 +2026-01-06 12:20:50 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3502.65 total_reward_ma:3399.04 loss:0.1938 fps:1577 +frame:5.21e+06 wall_t:3304 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.586 +2026-01-06 12:20:56 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3462.07 total_reward_ma:3400.27 loss:0.286 fps:1577 +frame:5.22e+06 wall_t:3310 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.756 +2026-01-06 12:21:02 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3550.19 total_reward_ma:3401.17 loss:0.257 fps:1577 +frame:5.23e+06 wall_t:3316 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.507 +2026-01-06 12:21:09 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3484.49 total_reward_ma:3401.10 loss:0.3233 fps:1577 +frame:5.24e+06 wall_t:3323 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.668 +2026-01-06 12:21:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3322.54 total_reward_ma:3402.20 loss:0.3002 fps:1578 +frame:5.25e+06 wall_t:3328 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.673 +2026-01-06 12:21:20 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3416.42 total_reward_ma:3403.33 loss:0.2604 fps:1578 +frame:5.26e+06 wall_t:3334 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.755 +2026-01-06 12:21:27 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3401.74 total_reward_ma:3404.47 loss:0.4396 fps:1577 +frame:5.27e+06 wall_t:3341 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.677 +2026-01-06 12:21:33 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3344.15 total_reward_ma:3406.80 loss:0.1962 fps:1578 +frame:5.28e+06 wall_t:3347 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.653 +2026-01-06 12:21:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3420.72 total_reward_ma:3410.39 loss:0.1947 fps:1578 +frame:5.29e+06 wall_t:3353 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.77 +2026-01-06 12:21:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3496.87 total_reward_ma:3415.16 loss:0.2445 fps:1578 +frame:5.30e+06 wall_t:3359 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.752 +2026-01-06 12:21:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3614.94 total_reward_ma:3421.65 loss:0.2077 fps:1578 +frame:5.31e+06 wall_t:3366 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.694 +2026-01-06 12:21:58 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3607.49 total_reward_ma:3427.81 loss:0.272 fps:1578 +frame:5.32e+06 wall_t:3372 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.652 +2026-01-06 12:22:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3888.32 total_reward_ma:3435.86 loss:0.2124 fps:1577 +frame:5.33e+06 wall_t:3379 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.761 +2026-01-06 12:22:11 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3898.28 total_reward_ma:3443.38 loss:0.1914 fps:1578 +frame:5.34e+06 wall_t:3385 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.671 +2026-01-06 12:22:18 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3840.59 total_reward_ma:3450.04 loss:0.23 fps:1577 +frame:5.35e+06 wall_t:3392 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.597 +2026-01-06 12:22:24 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3697.41 total_reward_ma:3455.92 loss:0.1512 fps:1577 +frame:5.36e+06 wall_t:3398 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.685 +2026-01-06 12:22:30 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3781.63 total_reward_ma:3460.82 loss:0.2381 fps:1578 +frame:5.37e+06 wall_t:3404 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.676 +2026-01-06 12:22:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3723.84 total_reward_ma:3465.35 loss:0.1814 fps:1578 +frame:5.38e+06 wall_t:3410 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.542 +2026-01-06 12:22:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3566.82 total_reward_ma:3469.24 loss:0.2259 fps:1578 +frame:5.39e+06 wall_t:3416 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.701 +2026-01-06 12:22:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3555.82 total_reward_ma:3471.76 loss:0.3429 fps:1578 +frame:5.40e+06 wall_t:3422 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.721 +2026-01-06 12:22:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3648.08 total_reward_ma:3475.82 loss:0.341 fps:1578 +frame:5.41e+06 wall_t:3429 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.67 +2026-01-06 12:23:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3748.43 total_reward_ma:3480.84 loss:0.2671 fps:1578 +frame:5.42e+06 wall_t:3435 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.72 +2026-01-06 12:23:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3770.54 total_reward_ma:3485.39 loss:0.2646 fps:1578 +frame:5.43e+06 wall_t:3441 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.641 +2026-01-06 12:23:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3724.54 total_reward_ma:3488.91 loss:0.2125 fps:1578 +frame:5.44e+06 wall_t:3447 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.724 +2026-01-06 12:23:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3607.76 total_reward_ma:3489.89 loss:0.184 fps:1578 +frame:5.45e+06 wall_t:3453 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.732 +2026-01-06 12:23:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3708.39 total_reward_ma:3492.98 loss:0.2679 fps:1578 +frame:5.46e+06 wall_t:3459 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.673 +2026-01-06 12:23:31 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3554.31 total_reward_ma:3494.91 loss:0.2367 fps:1579 +frame:5.47e+06 wall_t:3465 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.475 +2026-01-06 12:23:38 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3483.01 total_reward_ma:3495.50 loss:0.2158 fps:1579 +frame:5.48e+06 wall_t:3471 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.566 +2026-01-06 12:23:44 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3560.63 total_reward_ma:3499.04 loss:0.2451 fps:1578 +frame:5.49e+06 wall_t:3478 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.73 +2026-01-06 12:23:51 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3687.59 total_reward_ma:3503.63 loss:0.139 fps:1578 +frame:5.50e+06 wall_t:3485 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.848 +2026-01-06 12:23:57 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3691.99 total_reward_ma:3508.43 loss:0.2578 fps:1578 +frame:5.51e+06 wall_t:3491 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.637 +2026-01-06 12:24:04 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3645.64 total_reward_ma:3511.93 loss:0.1717 fps:1578 +frame:5.52e+06 wall_t:3498 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.675 +2026-01-06 12:24:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3653.76 total_reward_ma:3515.48 loss:0.2131 fps:1578 +frame:5.53e+06 wall_t:3504 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.353 +2026-01-06 12:24:16 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3715.78 total_reward_ma:3520.30 loss:0.1651 fps:1578 +frame:5.54e+06 wall_t:3510 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.649 +2026-01-06 12:24:22 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3660.87 total_reward_ma:3523.66 loss:0.303 fps:1578 +frame:5.55e+06 wall_t:3516 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.561 +2026-01-06 12:24:29 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3780.78 total_reward_ma:3527.44 loss:0.3718 fps:1578 +frame:5.56e+06 wall_t:3523 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.527 +2026-01-06 12:24:36 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3770.51 total_reward_ma:3530.76 loss:0.2287 fps:1578 +frame:5.57e+06 wall_t:3529 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.498 +2026-01-06 12:24:42 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3663.82 total_reward_ma:3533.23 loss:0.2726 fps:1578 +frame:5.58e+06 wall_t:3536 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.678 +2026-01-06 12:24:48 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3680.39 total_reward_ma:3536.29 loss:0.2538 fps:1578 +frame:5.59e+06 wall_t:3542 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.738 +2026-01-06 12:24:55 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3585.24 total_reward_ma:3537.04 loss:0.241 fps:1578 +frame:5.60e+06 wall_t:3549 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.802 +2026-01-06 12:25:01 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3610.10 total_reward_ma:3539.06 loss:0.2539 fps:1578 +frame:5.61e+06 wall_t:3555 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.612 +2026-01-06 12:25:07 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3395.27 total_reward_ma:3540.75 loss:0.1415 fps:1578 +frame:5.62e+06 wall_t:3561 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.746 +2026-01-06 12:25:13 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3342.10 total_reward_ma:3541.04 loss:0.2104 fps:1578 +frame:5.63e+06 wall_t:3567 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.7 +2026-01-06 12:25:19 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3299.75 total_reward_ma:3541.26 loss:0.2119 fps:1579 +frame:5.64e+06 wall_t:3573 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.68 +2026-01-06 12:25:25 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3273.66 total_reward_ma:3539.98 loss:0.2351 fps:1579 +frame:5.65e+06 wall_t:3579 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.73 +2026-01-06 12:25:32 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3283.91 total_reward_ma:3538.45 loss:0.1738 fps:1578 +frame:5.66e+06 wall_t:3586 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.73 +2026-01-06 12:25:39 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3130.90 total_reward_ma:3536.14 loss:0.234 fps:1578 +frame:5.67e+06 wall_t:3593 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.73 +2026-01-06 12:25:45 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3184.71 total_reward_ma:3532.86 loss:0.286 fps:1578 +frame:5.68e+06 wall_t:3599 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.655 +2026-01-06 12:25:51 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3273.09 total_reward_ma:3530.42 loss:0.2776 fps:1578 +frame:5.69e+06 wall_t:3605 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.632 +2026-01-06 12:25:57 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3303.92 total_reward_ma:3528.20 loss:0.2066 fps:1579 +frame:5.70e+06 wall_t:3611 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.544 +2026-01-06 12:26:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3333.31 total_reward_ma:3527.00 loss:0.2352 fps:1579 +frame:5.71e+06 wall_t:3617 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.607 +2026-01-06 12:26:08 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3354.44 total_reward_ma:3525.60 loss:0.2313 fps:1579 +frame:5.72e+06 wall_t:3622 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.595 +2026-01-06 12:26:15 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3342.62 total_reward_ma:3523.39 loss:0.2784 fps:1579 +frame:5.73e+06 wall_t:3629 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.614 +2026-01-06 12:26:22 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3421.24 total_reward_ma:3522.41 loss:0.1961 fps:1579 +frame:5.74e+06 wall_t:3636 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.606 +2026-01-06 12:26:28 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3360.23 total_reward_ma:3521.98 loss:0.2524 fps:1579 +frame:5.75e+06 wall_t:3642 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.507 +2026-01-06 12:26:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3444.39 total_reward_ma:3521.90 loss:0.1854 fps:1579 +frame:5.76e+06 wall_t:3648 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.605 +2026-01-06 12:26:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3432.90 total_reward_ma:3521.71 loss:0.2387 fps:1579 +frame:5.77e+06 wall_t:3654 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.566 +2026-01-06 12:26:46 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3464.78 total_reward_ma:3521.36 loss:0.1904 fps:1579 +frame:5.78e+06 wall_t:3660 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.631 +2026-01-06 12:26:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3455.84 total_reward_ma:3519.84 loss:0.1789 fps:1579 +frame:5.79e+06 wall_t:3666 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.518 +2026-01-06 12:26:58 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3309.22 total_reward_ma:3516.97 loss:0.2046 fps:1580 +frame:5.80e+06 wall_t:3671 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.484 +2026-01-06 12:27:03 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3353.34 total_reward_ma:3514.97 loss:0.2961 fps:1580 +frame:5.81e+06 wall_t:3677 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.62 +2026-01-06 12:27:10 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3259.42 total_reward_ma:3512.42 loss:0.1875 fps:1580 +frame:5.82e+06 wall_t:3684 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.696 +2026-01-06 12:27:16 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3248.19 total_reward_ma:3508.87 loss:0.2863 fps:1580 +frame:5.83e+06 wall_t:3690 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.735 +2026-01-06 12:27:22 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3218.89 total_reward_ma:3507.38 loss:0.2151 fps:1580 +frame:5.84e+06 wall_t:3696 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.457 +2026-01-06 12:27:28 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3371.36 total_reward_ma:3508.75 loss:0.192 fps:1580 +frame:5.85e+06 wall_t:3702 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.416 +2026-01-06 12:27:34 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3526.23 total_reward_ma:3510.70 loss:0.2373 fps:1580 +frame:5.86e+06 wall_t:3708 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.471 +2026-01-06 12:27:40 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3517.19 total_reward_ma:3512.14 loss:0.213 fps:1581 +frame:5.87e+06 wall_t:3714 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.514 +2026-01-06 12:27:47 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3657.10 total_reward_ma:3515.63 loss:0.1985 fps:1581 +frame:5.88e+06 wall_t:3720 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.425 +2026-01-06 12:27:52 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3770.33 total_reward_ma:3520.60 loss:0.3156 fps:1581 +frame:5.89e+06 wall_t:3726 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.585 +2026-01-06 12:27:59 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3882.29 total_reward_ma:3525.93 loss:0.1884 fps:1580 +frame:5.90e+06 wall_t:3733 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.475 +2026-01-06 12:28:05 | INFO | PID:1190 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_centipede_t0_s0 [train] +total_reward:3974.74 total_reward_ma:3529.85 loss:0.2269 fps:1581 +frame:5.91e+06 wall_t:3739 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.665 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s1.log b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..0e315f353b7655984087f37b9d732bf5783f7977 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-06 11:25:44 | INFO | PID:1191 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 11:25:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:1234.78 total_reward_ma:1234.78 loss:1.186 fps:1429 +frame:1.00e+04 wall_t:7 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.881 +2026-01-06 11:26:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:1743.71 total_reward_ma:1489.25 loss:0.5946 fps:1538 +frame:2.00e+04 wall_t:13 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.873 +2026-01-06 11:26:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2023.12 total_reward_ma:1667.20 loss:0.7492 fps:1500 +frame:3.00e+04 wall_t:20 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.861 +2026-01-06 11:26:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2112.23 total_reward_ma:1778.46 loss:0.4837 fps:1538 +frame:4.00e+04 wall_t:26 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.857 +2026-01-06 11:26:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2202.97 total_reward_ma:1863.36 loss:0.596 fps:1562 +frame:5.00e+04 wall_t:32 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.848 +2026-01-06 11:26:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2120.87 total_reward_ma:1906.28 loss:0.5007 fps:1579 +frame:6.00e+04 wall_t:38 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.822 +2026-01-06 11:26:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2183.98 total_reward_ma:1945.95 loss:0.6322 fps:1591 +frame:7.00e+04 wall_t:44 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.842 +2026-01-06 11:26:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2227.19 total_reward_ma:1981.11 loss:0.6308 fps:1600 +frame:8.00e+04 wall_t:50 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.815 +2026-01-06 11:26:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2280.93 total_reward_ma:2014.42 loss:0.5293 fps:1607 +frame:9.00e+04 wall_t:56 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.807 +2026-01-06 11:26:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2180.79 total_reward_ma:2031.06 loss:0.5983 fps:1587 +frame:1.00e+05 wall_t:63 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.769 +2026-01-06 11:26:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2208.48 total_reward_ma:2047.19 loss:0.5164 fps:1594 +frame:1.10e+05 wall_t:69 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.766 +2026-01-06 11:27:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2253.51 total_reward_ma:2064.38 loss:0.4124 fps:1622 +frame:1.20e+05 wall_t:74 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.776 +2026-01-06 11:27:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2460.18 total_reward_ma:2094.83 loss:0.4449 fps:1625 +frame:1.30e+05 wall_t:80 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.772 +2026-01-06 11:27:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2435.47 total_reward_ma:2119.16 loss:0.2456 fps:1628 +frame:1.40e+05 wall_t:86 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.775 +2026-01-06 11:27:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2509.84 total_reward_ma:2145.20 loss:0.4475 fps:1630 +frame:1.50e+05 wall_t:92 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.752 +2026-01-06 11:27:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2586.29 total_reward_ma:2172.77 loss:0.504 fps:1616 +frame:1.60e+05 wall_t:99 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.741 +2026-01-06 11:27:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2630.55 total_reward_ma:2199.70 loss:0.3415 fps:1619 +frame:1.70e+05 wall_t:105 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.735 +2026-01-06 11:27:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2736.75 total_reward_ma:2229.54 loss:0.2377 fps:1622 +frame:1.80e+05 wall_t:111 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.725 +2026-01-06 11:27:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2717.08 total_reward_ma:2255.20 loss:0.576 fps:1638 +frame:1.90e+05 wall_t:116 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.749 +2026-01-06 11:27:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2637.99 total_reward_ma:2274.34 loss:0.4406 fps:1626 +frame:2.00e+05 wall_t:123 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.747 +2026-01-06 11:27:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2535.47 total_reward_ma:2286.77 loss:0.4888 fps:1628 +frame:2.10e+05 wall_t:129 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.726 +2026-01-06 11:28:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2562.85 total_reward_ma:2299.32 loss:0.5324 fps:1630 +frame:2.20e+05 wall_t:135 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.705 +2026-01-06 11:28:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2538.74 total_reward_ma:2309.73 loss:0.5589 fps:1631 +frame:2.30e+05 wall_t:141 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.678 +2026-01-06 11:28:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2566.16 total_reward_ma:2320.41 loss:0.403 fps:1633 +frame:2.40e+05 wall_t:147 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.668 +2026-01-06 11:28:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2575.31 total_reward_ma:2330.61 loss:0.4325 fps:1634 +frame:2.50e+05 wall_t:153 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.613 +2026-01-06 11:28:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2629.97 total_reward_ma:2342.12 loss:0.3773 fps:1635 +frame:2.60e+05 wall_t:159 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.648 +2026-01-06 11:28:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2768.96 total_reward_ma:2357.93 loss:0.371 fps:1636 +frame:2.70e+05 wall_t:165 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.636 +2026-01-06 11:28:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2768.48 total_reward_ma:2372.59 loss:0.3927 fps:1637 +frame:2.80e+05 wall_t:171 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.637 +2026-01-06 11:28:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2783.20 total_reward_ma:2386.75 loss:0.4043 fps:1638 +frame:2.90e+05 wall_t:177 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.573 +2026-01-06 11:28:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2848.35 total_reward_ma:2402.14 loss:0.3893 fps:1639 +frame:3.00e+05 wall_t:183 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.597 +2026-01-06 11:28:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2976.74 total_reward_ma:2420.68 loss:0.4 fps:1640 +frame:3.10e+05 wall_t:189 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.627 +2026-01-06 11:29:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3014.94 total_reward_ma:2439.25 loss:0.4767 fps:1641 +frame:3.20e+05 wall_t:195 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.651 +2026-01-06 11:29:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2919.90 total_reward_ma:2453.81 loss:0.2902 fps:1642 +frame:3.30e+05 wall_t:201 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.7 +2026-01-06 11:29:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2882.51 total_reward_ma:2466.42 loss:0.2834 fps:1650 +frame:3.40e+05 wall_t:206 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.659 +2026-01-06 11:29:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2748.74 total_reward_ma:2474.49 loss:0.2559 fps:1651 +frame:3.50e+05 wall_t:212 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.709 +2026-01-06 11:29:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2904.73 total_reward_ma:2486.44 loss:0.2536 fps:1644 +frame:3.60e+05 wall_t:219 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.665 +2026-01-06 11:29:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2928.23 total_reward_ma:2498.38 loss:0.3336 fps:1637 +frame:3.70e+05 wall_t:226 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.639 +2026-01-06 11:29:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2739.94 total_reward_ma:2504.74 loss:0.2547 fps:1638 +frame:3.80e+05 wall_t:232 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.631 +2026-01-06 11:29:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2666.26 total_reward_ma:2508.88 loss:0.3347 fps:1639 +frame:3.90e+05 wall_t:238 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.591 +2026-01-06 11:29:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2734.97 total_reward_ma:2514.53 loss:0.3508 fps:1639 +frame:4.00e+05 wall_t:244 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.56 +2026-01-06 11:29:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2655.01 total_reward_ma:2517.96 loss:0.2035 fps:1640 +frame:4.10e+05 wall_t:250 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.583 +2026-01-06 11:30:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2776.54 total_reward_ma:2524.11 loss:0.2433 fps:1641 +frame:4.20e+05 wall_t:256 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.574 +2026-01-06 11:30:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2726.20 total_reward_ma:2528.81 loss:0.3489 fps:1641 +frame:4.30e+05 wall_t:262 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.592 +2026-01-06 11:30:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2606.11 total_reward_ma:2530.57 loss:0.2106 fps:1642 +frame:4.40e+05 wall_t:268 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.673 +2026-01-06 11:30:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2697.66 total_reward_ma:2534.28 loss:0.3223 fps:1642 +frame:4.50e+05 wall_t:274 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.586 +2026-01-06 11:30:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2661.93 total_reward_ma:2537.06 loss:0.298 fps:1643 +frame:4.60e+05 wall_t:280 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.569 +2026-01-06 11:30:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2754.05 total_reward_ma:2541.67 loss:0.3125 fps:1643 +frame:4.70e+05 wall_t:286 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.508 +2026-01-06 11:30:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2711.76 total_reward_ma:2545.22 loss:0.1958 fps:1644 +frame:4.80e+05 wall_t:292 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.481 +2026-01-06 11:30:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2631.17 total_reward_ma:2546.97 loss:0.2353 fps:1639 +frame:4.90e+05 wall_t:299 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.39 +2026-01-06 11:30:51 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2713.06 total_reward_ma:2550.29 loss:0.2286 fps:1639 +frame:5.00e+05 wall_t:305 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.4 +2026-01-06 11:30:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2795.95 total_reward_ma:2555.11 loss:0.2284 fps:1640 +frame:5.10e+05 wall_t:311 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.425 +2026-01-06 11:31:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2978.02 total_reward_ma:2563.24 loss:0.3062 fps:1646 +frame:5.20e+05 wall_t:316 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.493 +2026-01-06 11:31:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2994.01 total_reward_ma:2571.37 loss:0.3789 fps:1646 +frame:5.30e+05 wall_t:322 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.449 +2026-01-06 11:31:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3032.47 total_reward_ma:2579.91 loss:0.336 fps:1646 +frame:5.40e+05 wall_t:328 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.381 +2026-01-06 11:31:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3102.23 total_reward_ma:2589.41 loss:0.286 fps:1647 +frame:5.50e+05 wall_t:334 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.448 +2026-01-06 11:31:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3147.27 total_reward_ma:2599.37 loss:0.3675 fps:1647 +frame:5.60e+05 wall_t:340 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.462 +2026-01-06 11:31:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3270.05 total_reward_ma:2611.13 loss:0.3337 fps:1647 +frame:5.70e+05 wall_t:346 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.44 +2026-01-06 11:31:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3268.74 total_reward_ma:2622.47 loss:0.2309 fps:1652 +frame:5.80e+05 wall_t:351 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.448 +2026-01-06 11:31:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3262.76 total_reward_ma:2633.32 loss:0.2024 fps:1653 +frame:5.90e+05 wall_t:357 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.443 +2026-01-06 11:31:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3123.16 total_reward_ma:2641.49 loss:0.3 fps:1653 +frame:6.00e+05 wall_t:363 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.435 +2026-01-06 11:31:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3068.50 total_reward_ma:2648.49 loss:0.1652 fps:1653 +frame:6.10e+05 wall_t:369 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.44 +2026-01-06 11:32:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3202.64 total_reward_ma:2657.43 loss:0.291 fps:1653 +frame:6.20e+05 wall_t:375 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.445 +2026-01-06 11:32:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3169.09 total_reward_ma:2665.55 loss:0.3229 fps:1654 +frame:6.30e+05 wall_t:381 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.375 +2026-01-06 11:32:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3111.65 total_reward_ma:2672.52 loss:0.1219 fps:1649 +frame:6.40e+05 wall_t:388 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.505 +2026-01-06 11:32:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3157.60 total_reward_ma:2679.98 loss:0.1956 fps:1650 +frame:6.50e+05 wall_t:394 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.519 +2026-01-06 11:32:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3209.25 total_reward_ma:2688.00 loss:0.3237 fps:1650 +frame:6.60e+05 wall_t:400 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.439 +2026-01-06 11:32:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3221.19 total_reward_ma:2695.96 loss:0.1637 fps:1650 +frame:6.70e+05 wall_t:406 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.495 +2026-01-06 11:32:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3134.65 total_reward_ma:2702.41 loss:0.1843 fps:1650 +frame:6.80e+05 wall_t:412 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.44 +2026-01-06 11:32:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2942.47 total_reward_ma:2705.89 loss:0.3013 fps:1651 +frame:6.90e+05 wall_t:418 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.456 +2026-01-06 11:32:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2831.96 total_reward_ma:2707.69 loss:0.2869 fps:1651 +frame:7.00e+05 wall_t:424 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.4 +2026-01-06 11:32:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2872.13 total_reward_ma:2710.01 loss:0.2768 fps:1651 +frame:7.10e+05 wall_t:430 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.504 +2026-01-06 11:33:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2973.54 total_reward_ma:2713.67 loss:0.3388 fps:1648 +frame:7.20e+05 wall_t:437 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.517 +2026-01-06 11:33:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2858.60 total_reward_ma:2715.65 loss:0.2458 fps:1644 +frame:7.30e+05 wall_t:444 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.492 +2026-01-06 11:33:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2795.54 total_reward_ma:2716.73 loss:0.2761 fps:1644 +frame:7.40e+05 wall_t:450 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.472 +2026-01-06 11:33:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2812.02 total_reward_ma:2718.00 loss:0.1365 fps:1645 +frame:7.50e+05 wall_t:456 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.461 +2026-01-06 11:33:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2890.06 total_reward_ma:2720.27 loss:0.3205 fps:1645 +frame:7.60e+05 wall_t:462 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.384 +2026-01-06 11:33:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3087.97 total_reward_ma:2725.04 loss:0.157 fps:1645 +frame:7.70e+05 wall_t:468 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.339 +2026-01-06 11:33:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3105.85 total_reward_ma:2729.92 loss:0.2367 fps:1646 +frame:7.80e+05 wall_t:474 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.322 +2026-01-06 11:33:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3057.03 total_reward_ma:2734.06 loss:0.2525 fps:1646 +frame:7.90e+05 wall_t:480 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.387 +2026-01-06 11:33:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2946.03 total_reward_ma:2736.71 loss:0.2726 fps:1646 +frame:8.00e+05 wall_t:486 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.25 +2026-01-06 11:33:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2937.10 total_reward_ma:2739.19 loss:0.2789 fps:1646 +frame:8.10e+05 wall_t:492 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.279 +2026-01-06 11:34:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2958.27 total_reward_ma:2741.86 loss:0.3202 fps:1647 +frame:8.20e+05 wall_t:498 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.261 +2026-01-06 11:34:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3060.24 total_reward_ma:2745.69 loss:0.2911 fps:1647 +frame:8.30e+05 wall_t:504 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.293 +2026-01-06 11:34:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2910.99 total_reward_ma:2747.66 loss:0.3226 fps:1647 +frame:8.40e+05 wall_t:510 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.304 +2026-01-06 11:34:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3058.78 total_reward_ma:2751.32 loss:0.3343 fps:1647 +frame:8.50e+05 wall_t:516 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.312 +2026-01-06 11:34:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2984.60 total_reward_ma:2754.04 loss:0.1523 fps:1648 +frame:8.60e+05 wall_t:522 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.309 +2026-01-06 11:34:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3017.55 total_reward_ma:2757.06 loss:0.3002 fps:1651 +frame:8.70e+05 wall_t:527 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.248 +2026-01-06 11:34:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3190.74 total_reward_ma:2761.99 loss:0.4284 fps:1648 +frame:8.80e+05 wall_t:534 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.149 +2026-01-06 11:34:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3147.82 total_reward_ma:2766.33 loss:0.2817 fps:1648 +frame:8.90e+05 wall_t:540 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.185 +2026-01-06 11:34:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3211.40 total_reward_ma:2771.27 loss:0.2858 fps:1648 +frame:9.00e+05 wall_t:546 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.27 +2026-01-06 11:34:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3239.00 total_reward_ma:2776.41 loss:0.2737 fps:1646 +frame:9.10e+05 wall_t:553 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.216 +2026-01-06 11:35:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3212.50 total_reward_ma:2781.15 loss:0.2694 fps:1649 +frame:9.20e+05 wall_t:558 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.317 +2026-01-06 11:35:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3215.14 total_reward_ma:2785.82 loss:0.145 fps:1649 +frame:9.30e+05 wall_t:564 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.288 +2026-01-06 11:35:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3269.85 total_reward_ma:2790.97 loss:0.123 fps:1649 +frame:9.40e+05 wall_t:570 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.353 +2026-01-06 11:35:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3299.38 total_reward_ma:2796.32 loss:0.3399 fps:1652 +frame:9.50e+05 wall_t:575 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.403 +2026-01-06 11:35:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3129.97 total_reward_ma:2799.80 loss:0.1934 fps:1649 +frame:9.60e+05 wall_t:582 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.349 +2026-01-06 11:35:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3106.53 total_reward_ma:2802.96 loss:0.2259 fps:1650 +frame:9.70e+05 wall_t:588 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.426 +2026-01-06 11:35:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2953.71 total_reward_ma:2804.50 loss:0.1901 fps:1650 +frame:9.80e+05 wall_t:594 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.491 +2026-01-06 11:35:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2923.90 total_reward_ma:2805.70 loss:0.08956 fps:1650 +frame:9.90e+05 wall_t:600 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.463 +2026-01-06 11:35:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2883.80 total_reward_ma:2806.48 loss:0.1629 fps:1650 +frame:1.00e+06 wall_t:606 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.445 +2026-01-06 11:35:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2784.33 total_reward_ma:2821.98 loss:0.3348 fps:1650 +frame:1.01e+06 wall_t:612 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.321 +2026-01-06 11:36:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2901.35 total_reward_ma:2833.56 loss:0.1906 fps:1650 +frame:1.02e+06 wall_t:618 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.358 +2026-01-06 11:36:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2817.19 total_reward_ma:2841.50 loss:0.1676 fps:1651 +frame:1.03e+06 wall_t:624 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.417 +2026-01-06 11:36:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2866.06 total_reward_ma:2849.03 loss:0.1761 fps:1651 +frame:1.04e+06 wall_t:630 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.386 +2026-01-06 11:36:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2827.48 total_reward_ma:2855.28 loss:0.2348 fps:1651 +frame:1.05e+06 wall_t:636 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.342 +2026-01-06 11:36:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2919.44 total_reward_ma:2863.26 loss:0.1939 fps:1651 +frame:1.06e+06 wall_t:642 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.315 +2026-01-06 11:36:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2970.12 total_reward_ma:2871.13 loss:0.3008 fps:1651 +frame:1.07e+06 wall_t:648 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.357 +2026-01-06 11:36:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3056.86 total_reward_ma:2879.42 loss:0.2724 fps:1651 +frame:1.08e+06 wall_t:654 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.346 +2026-01-06 11:36:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2964.01 total_reward_ma:2886.25 loss:0.2394 fps:1652 +frame:1.09e+06 wall_t:660 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.357 +2026-01-06 11:36:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3182.08 total_reward_ma:2896.27 loss:0.1871 fps:1652 +frame:1.10e+06 wall_t:666 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.313 +2026-01-06 11:36:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3202.90 total_reward_ma:2906.21 loss:0.1675 fps:1652 +frame:1.11e+06 wall_t:672 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.278 +2026-01-06 11:37:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3268.82 total_reward_ma:2916.36 loss:0.1696 fps:1649 +frame:1.12e+06 wall_t:679 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.364 +2026-01-06 11:37:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3317.66 total_reward_ma:2924.94 loss:0.1491 fps:1650 +frame:1.13e+06 wall_t:685 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.321 +2026-01-06 11:37:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3179.91 total_reward_ma:2932.38 loss:0.1794 fps:1652 +frame:1.14e+06 wall_t:690 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.367 +2026-01-06 11:37:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2999.61 total_reward_ma:2937.28 loss:0.1406 fps:1652 +frame:1.15e+06 wall_t:696 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.327 +2026-01-06 11:37:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3090.21 total_reward_ma:2942.32 loss:0.3169 fps:1652 +frame:1.16e+06 wall_t:702 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.302 +2026-01-06 11:37:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3000.37 total_reward_ma:2946.02 loss:0.1665 fps:1653 +frame:1.17e+06 wall_t:708 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.371 +2026-01-06 11:37:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3032.75 total_reward_ma:2948.98 loss:0.1959 fps:1653 +frame:1.18e+06 wall_t:714 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.379 +2026-01-06 11:37:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3136.17 total_reward_ma:2953.17 loss:0.3358 fps:1653 +frame:1.19e+06 wall_t:720 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.351 +2026-01-06 11:37:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3121.34 total_reward_ma:2958.00 loss:0.1164 fps:1653 +frame:1.20e+06 wall_t:726 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.425 +2026-01-06 11:37:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3191.92 total_reward_ma:2964.57 loss:0.2179 fps:1653 +frame:1.21e+06 wall_t:732 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.37 +2026-01-06 11:38:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3174.00 total_reward_ma:2970.68 loss:0.1653 fps:1653 +frame:1.22e+06 wall_t:738 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.307 +2026-01-06 11:38:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3111.59 total_reward_ma:2976.41 loss:0.2528 fps:1653 +frame:1.23e+06 wall_t:744 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.377 +2026-01-06 11:38:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3091.49 total_reward_ma:2981.66 loss:0.1823 fps:1653 +frame:1.24e+06 wall_t:750 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.352 +2026-01-06 11:38:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3073.61 total_reward_ma:2986.64 loss:0.2372 fps:1653 +frame:1.25e+06 wall_t:756 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.285 +2026-01-06 11:38:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2936.78 total_reward_ma:2989.71 loss:0.2337 fps:1654 +frame:1.26e+06 wall_t:762 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.309 +2026-01-06 11:38:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2872.63 total_reward_ma:2990.75 loss:0.147 fps:1654 +frame:1.27e+06 wall_t:768 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.405 +2026-01-06 11:38:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2959.36 total_reward_ma:2992.66 loss:0.1776 fps:1654 +frame:1.28e+06 wall_t:774 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.26 +2026-01-06 11:38:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2968.46 total_reward_ma:2994.51 loss:0.2307 fps:1654 +frame:1.29e+06 wall_t:780 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.307 +2026-01-06 11:38:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2919.83 total_reward_ma:2995.23 loss:0.2623 fps:1654 +frame:1.30e+06 wall_t:786 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.301 +2026-01-06 11:38:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2823.97 total_reward_ma:2993.70 loss:0.2672 fps:1656 +frame:1.31e+06 wall_t:791 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.247 +2026-01-06 11:39:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2722.49 total_reward_ma:2990.77 loss:0.1652 fps:1654 +frame:1.32e+06 wall_t:798 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.303 +2026-01-06 11:39:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2806.49 total_reward_ma:2989.64 loss:0.2192 fps:1652 +frame:1.33e+06 wall_t:805 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.316 +2026-01-06 11:39:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2745.56 total_reward_ma:2988.27 loss:0.1603 fps:1652 +frame:1.34e+06 wall_t:811 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.315 +2026-01-06 11:39:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2756.35 total_reward_ma:2988.35 loss:0.1523 fps:1652 +frame:1.35e+06 wall_t:817 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.313 +2026-01-06 11:39:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2712.46 total_reward_ma:2986.42 loss:0.172 fps:1652 +frame:1.36e+06 wall_t:823 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.374 +2026-01-06 11:39:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2851.73 total_reward_ma:2985.66 loss:0.2184 fps:1655 +frame:1.37e+06 wall_t:828 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.365 +2026-01-06 11:39:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2921.01 total_reward_ma:2987.47 loss:0.2294 fps:1655 +frame:1.38e+06 wall_t:834 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.335 +2026-01-06 11:39:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3053.12 total_reward_ma:2991.34 loss:0.1439 fps:1655 +frame:1.39e+06 wall_t:840 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.404 +2026-01-06 11:39:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3021.28 total_reward_ma:2994.20 loss:0.2576 fps:1655 +frame:1.40e+06 wall_t:846 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.362 +2026-01-06 11:39:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3097.06 total_reward_ma:2998.62 loss:0.125 fps:1653 +frame:1.41e+06 wall_t:853 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.361 +2026-01-06 11:40:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3027.09 total_reward_ma:3001.13 loss:0.2618 fps:1653 +frame:1.42e+06 wall_t:859 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.324 +2026-01-06 11:40:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3043.47 total_reward_ma:3004.30 loss:0.1487 fps:1653 +frame:1.43e+06 wall_t:865 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.34 +2026-01-06 11:40:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2904.10 total_reward_ma:3007.28 loss:0.1717 fps:1653 +frame:1.44e+06 wall_t:871 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.314 +2026-01-06 11:40:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2747.80 total_reward_ma:3007.78 loss:0.2507 fps:1653 +frame:1.45e+06 wall_t:877 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.356 +2026-01-06 11:40:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2714.70 total_reward_ma:3008.31 loss:0.1011 fps:1653 +frame:1.46e+06 wall_t:883 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.427 +2026-01-06 11:40:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2560.11 total_reward_ma:3006.37 loss:0.2272 fps:1655 +frame:1.47e+06 wall_t:888 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.246 +2026-01-06 11:40:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2548.90 total_reward_ma:3004.74 loss:0.21 fps:1654 +frame:1.48e+06 wall_t:895 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.316 +2026-01-06 11:40:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2501.00 total_reward_ma:3003.44 loss:0.227 fps:1652 +frame:1.49e+06 wall_t:902 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.347 +2026-01-06 11:40:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2611.59 total_reward_ma:3002.42 loss:0.2071 fps:1650 +frame:1.50e+06 wall_t:909 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.323 +2026-01-06 11:41:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2756.48 total_reward_ma:3002.03 loss:0.1504 fps:1652 +frame:1.51e+06 wall_t:914 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.306 +2026-01-06 11:41:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2811.63 total_reward_ma:3000.36 loss:0.3514 fps:1650 +frame:1.52e+06 wall_t:921 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.255 +2026-01-06 11:41:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2933.07 total_reward_ma:2999.75 loss:0.2977 fps:1650 +frame:1.53e+06 wall_t:927 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.268 +2026-01-06 11:41:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3070.19 total_reward_ma:3000.13 loss:0.2839 fps:1652 +frame:1.54e+06 wall_t:932 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.221 +2026-01-06 11:41:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3082.40 total_reward_ma:2999.93 loss:0.1837 fps:1652 +frame:1.55e+06 wall_t:938 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.251 +2026-01-06 11:41:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3135.29 total_reward_ma:2999.81 loss:0.1497 fps:1653 +frame:1.56e+06 wall_t:944 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.23 +2026-01-06 11:41:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3095.26 total_reward_ma:2998.07 loss:0.2686 fps:1653 +frame:1.57e+06 wall_t:950 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.164 +2026-01-06 11:41:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3092.05 total_reward_ma:2996.30 loss:0.219 fps:1653 +frame:1.58e+06 wall_t:956 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.311 +2026-01-06 11:41:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3141.89 total_reward_ma:2995.09 loss:0.2074 fps:1653 +frame:1.59e+06 wall_t:962 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.248 +2026-01-06 11:41:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3037.48 total_reward_ma:2994.23 loss:0.1569 fps:1653 +frame:1.60e+06 wall_t:968 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.348 +2026-01-06 11:42:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2889.00 total_reward_ma:2992.44 loss:0.1392 fps:1653 +frame:1.61e+06 wall_t:974 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.307 +2026-01-06 11:42:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2800.69 total_reward_ma:2988.42 loss:0.264 fps:1653 +frame:1.62e+06 wall_t:980 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.045 +2026-01-06 11:42:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2769.95 total_reward_ma:2984.43 loss:0.2555 fps:1653 +frame:1.63e+06 wall_t:986 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.153 +2026-01-06 11:42:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2869.08 total_reward_ma:2982.00 loss:0.1972 fps:1653 +frame:1.64e+06 wall_t:992 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.264 +2026-01-06 11:42:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2816.59 total_reward_ma:2978.59 loss:0.2382 fps:1652 +frame:1.65e+06 wall_t:999 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.111 +2026-01-06 11:42:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2789.93 total_reward_ma:2974.40 loss:0.2108 fps:1650 +frame:1.66e+06 wall_t:1006 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.229 +2026-01-06 11:42:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2755.01 total_reward_ma:2969.74 loss:0.2016 fps:1649 +frame:1.67e+06 wall_t:1013 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.177 +2026-01-06 11:42:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2774.95 total_reward_ma:2966.14 loss:0.2051 fps:1649 +frame:1.68e+06 wall_t:1019 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.219 +2026-01-06 11:42:51 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2813.46 total_reward_ma:2964.85 loss:0.166 fps:1649 +frame:1.69e+06 wall_t:1025 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.193 +2026-01-06 11:42:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2744.60 total_reward_ma:2963.98 loss:0.226 fps:1649 +frame:1.70e+06 wall_t:1031 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.098 +2026-01-06 11:43:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2601.46 total_reward_ma:2961.27 loss:0.2715 fps:1649 +frame:1.71e+06 wall_t:1037 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.171 +2026-01-06 11:43:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2596.57 total_reward_ma:2957.50 loss:0.19 fps:1648 +frame:1.72e+06 wall_t:1044 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.227 +2026-01-06 11:43:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2851.89 total_reward_ma:2957.43 loss:0.2778 fps:1646 +frame:1.73e+06 wall_t:1051 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.243 +2026-01-06 11:43:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2986.66 total_reward_ma:2959.34 loss:0.3078 fps:1646 +frame:1.74e+06 wall_t:1057 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.204 +2026-01-06 11:43:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2968.05 total_reward_ma:2960.90 loss:0.2573 fps:1646 +frame:1.75e+06 wall_t:1063 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.198 +2026-01-06 11:43:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2945.92 total_reward_ma:2961.46 loss:0.286 fps:1646 +frame:1.76e+06 wall_t:1069 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.101 +2026-01-06 11:43:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3018.57 total_reward_ma:2960.77 loss:0.1516 fps:1647 +frame:1.77e+06 wall_t:1075 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.204 +2026-01-06 11:43:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3019.87 total_reward_ma:2959.91 loss:0.267 fps:1647 +frame:1.78e+06 wall_t:1081 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.3 +2026-01-06 11:43:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2872.30 total_reward_ma:2958.06 loss:0.2358 fps:1647 +frame:1.79e+06 wall_t:1087 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.237 +2026-01-06 11:43:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2801.21 total_reward_ma:2956.61 loss:0.1295 fps:1647 +frame:1.80e+06 wall_t:1093 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.239 +2026-01-06 11:44:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2664.13 total_reward_ma:2953.88 loss:0.2934 fps:1647 +frame:1.81e+06 wall_t:1099 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.244 +2026-01-06 11:44:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2902.39 total_reward_ma:2953.33 loss:0.3964 fps:1647 +frame:1.82e+06 wall_t:1105 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.073 +2026-01-06 11:44:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2826.93 total_reward_ma:2950.99 loss:0.1957 fps:1647 +frame:1.83e+06 wall_t:1111 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.191 +2026-01-06 11:44:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3022.04 total_reward_ma:2952.10 loss:0.2551 fps:1646 +frame:1.84e+06 wall_t:1118 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.248 +2026-01-06 11:44:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3051.83 total_reward_ma:2952.03 loss:0.2291 fps:1646 +frame:1.85e+06 wall_t:1124 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.171 +2026-01-06 11:44:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3168.22 total_reward_ma:2953.87 loss:0.1972 fps:1646 +frame:1.86e+06 wall_t:1130 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.206 +2026-01-06 11:44:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3187.93 total_reward_ma:2955.57 loss:0.2929 fps:1646 +frame:1.87e+06 wall_t:1136 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.271 +2026-01-06 11:44:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3238.32 total_reward_ma:2956.05 loss:0.1879 fps:1648 +frame:1.88e+06 wall_t:1141 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.257 +2026-01-06 11:44:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3191.03 total_reward_ma:2956.48 loss:0.2075 fps:1646 +frame:1.89e+06 wall_t:1148 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.166 +2026-01-06 11:45:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3339.25 total_reward_ma:2957.76 loss:0.3485 fps:1646 +frame:1.90e+06 wall_t:1154 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.193 +2026-01-06 11:45:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3402.11 total_reward_ma:2959.39 loss:0.2856 fps:1647 +frame:1.91e+06 wall_t:1160 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.249 +2026-01-06 11:45:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3427.38 total_reward_ma:2961.54 loss:0.2495 fps:1647 +frame:1.92e+06 wall_t:1166 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.142 +2026-01-06 11:45:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3464.57 total_reward_ma:2964.03 loss:0.2681 fps:1647 +frame:1.93e+06 wall_t:1172 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.202 +2026-01-06 11:45:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3482.73 total_reward_ma:2966.16 loss:0.2114 fps:1647 +frame:1.94e+06 wall_t:1178 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.208 +2026-01-06 11:45:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3612.48 total_reward_ma:2969.29 loss:0.221 fps:1646 +frame:1.95e+06 wall_t:1185 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.244 +2026-01-06 11:45:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3579.70 total_reward_ma:2973.79 loss:0.1639 fps:1646 +frame:1.96e+06 wall_t:1191 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.027 +2026-01-06 11:45:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3424.02 total_reward_ma:2976.97 loss:0.2242 fps:1647 +frame:1.97e+06 wall_t:1196 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.198 +2026-01-06 11:45:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3476.20 total_reward_ma:2982.19 loss:0.2778 fps:1647 +frame:1.98e+06 wall_t:1202 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.075 +2026-01-06 11:45:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3451.69 total_reward_ma:2987.47 loss:0.1931 fps:1647 +frame:1.99e+06 wall_t:1208 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.027 +2026-01-06 11:46:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3427.59 total_reward_ma:2992.91 loss:0.1658 fps:1647 +frame:2.00e+06 wall_t:1214 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.035 +2026-01-06 11:46:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3473.52 total_reward_ma:2999.80 loss:0.1274 fps:1648 +frame:2.01e+06 wall_t:1220 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.103 +2026-01-06 11:46:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3371.20 total_reward_ma:3004.50 loss:0.2655 fps:1648 +frame:2.02e+06 wall_t:1226 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.123 +2026-01-06 11:46:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3224.38 total_reward_ma:3008.57 loss:0.274 fps:1648 +frame:2.03e+06 wall_t:1232 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.121 +2026-01-06 11:46:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3319.33 total_reward_ma:3013.10 loss:0.1888 fps:1648 +frame:2.04e+06 wall_t:1238 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.045 +2026-01-06 11:46:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3114.20 total_reward_ma:3015.97 loss:0.2222 fps:1648 +frame:2.05e+06 wall_t:1244 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.966 +2026-01-06 11:46:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3088.22 total_reward_ma:3017.66 loss:0.2217 fps:1648 +frame:2.06e+06 wall_t:1250 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.05 +2026-01-06 11:46:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2979.08 total_reward_ma:3017.75 loss:0.2523 fps:1648 +frame:2.07e+06 wall_t:1256 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:2.038 +2026-01-06 11:46:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2946.60 total_reward_ma:3016.64 loss:0.2375 fps:1648 +frame:2.08e+06 wall_t:1262 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.084 +2026-01-06 11:46:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2855.86 total_reward_ma:3015.56 loss:0.1869 fps:1647 +frame:2.09e+06 wall_t:1269 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.085 +2026-01-06 11:47:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2912.37 total_reward_ma:3012.86 loss:0.1576 fps:1647 +frame:2.10e+06 wall_t:1275 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.907 +2026-01-06 11:47:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2887.03 total_reward_ma:3009.71 loss:0.2131 fps:1647 +frame:2.11e+06 wall_t:1281 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.977 +2026-01-06 11:47:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2819.18 total_reward_ma:3005.21 loss:0.2075 fps:1647 +frame:2.12e+06 wall_t:1287 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.952 +2026-01-06 11:47:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2786.84 total_reward_ma:2999.90 loss:0.1244 fps:1647 +frame:2.13e+06 wall_t:1293 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.948 +2026-01-06 11:47:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2807.69 total_reward_ma:2996.18 loss:0.2036 fps:1647 +frame:2.14e+06 wall_t:1299 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.965 +2026-01-06 11:47:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2978.51 total_reward_ma:2995.97 loss:0.3312 fps:1648 +frame:2.15e+06 wall_t:1305 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.945 +2026-01-06 11:47:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3059.45 total_reward_ma:2995.66 loss:0.2054 fps:1648 +frame:2.16e+06 wall_t:1311 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:2.038 +2026-01-06 11:47:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3101.67 total_reward_ma:2996.67 loss:0.1905 fps:1648 +frame:2.17e+06 wall_t:1317 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.068 +2026-01-06 11:47:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3191.63 total_reward_ma:2998.26 loss:0.09859 fps:1648 +frame:2.18e+06 wall_t:1323 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:2.021 +2026-01-06 11:47:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3164.61 total_reward_ma:2998.55 loss:0.1416 fps:1648 +frame:2.19e+06 wall_t:1329 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:2.005 +2026-01-06 11:48:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3121.66 total_reward_ma:2998.55 loss:0.2001 fps:1648 +frame:2.20e+06 wall_t:1335 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.014 +2026-01-06 11:48:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3211.00 total_reward_ma:2998.74 loss:0.214 fps:1648 +frame:2.21e+06 wall_t:1341 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.876 +2026-01-06 11:48:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3153.18 total_reward_ma:2998.53 loss:0.2095 fps:1649 +frame:2.22e+06 wall_t:1346 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.991 +2026-01-06 11:48:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3179.74 total_reward_ma:2999.21 loss:0.2576 fps:1648 +frame:2.23e+06 wall_t:1353 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.986 +2026-01-06 11:48:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3087.02 total_reward_ma:2999.17 loss:0.2225 fps:1648 +frame:2.24e+06 wall_t:1359 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:2.09 +2026-01-06 11:48:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3121.49 total_reward_ma:2999.65 loss:0.2233 fps:1647 +frame:2.25e+06 wall_t:1366 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:2.049 +2026-01-06 11:48:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3205.85 total_reward_ma:3002.34 loss:0.2623 fps:1648 +frame:2.26e+06 wall_t:1371 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:2.163 +2026-01-06 11:48:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3278.32 total_reward_ma:3006.40 loss:0.2362 fps:1649 +frame:2.27e+06 wall_t:1377 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.93 +2026-01-06 11:48:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3326.60 total_reward_ma:3010.07 loss:0.4131 fps:1649 +frame:2.28e+06 wall_t:1383 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:2.095 +2026-01-06 11:48:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3314.05 total_reward_ma:3013.52 loss:0.2592 fps:1649 +frame:2.29e+06 wall_t:1389 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.999 +2026-01-06 11:49:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3283.83 total_reward_ma:3017.16 loss:0.1437 fps:1649 +frame:2.30e+06 wall_t:1395 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.152 +2026-01-06 11:49:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3235.94 total_reward_ma:3021.28 loss:0.3167 fps:1649 +frame:2.31e+06 wall_t:1401 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:2 +2026-01-06 11:49:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3319.92 total_reward_ma:3027.26 loss:0.2421 fps:1649 +frame:2.32e+06 wall_t:1407 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:2.04 +2026-01-06 11:49:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3176.54 total_reward_ma:3030.96 loss:0.2199 fps:1649 +frame:2.33e+06 wall_t:1413 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:2.215 +2026-01-06 11:49:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3110.10 total_reward_ma:3034.60 loss:0.2308 fps:1649 +frame:2.34e+06 wall_t:1419 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.986 +2026-01-06 11:49:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2943.21 total_reward_ma:3036.47 loss:0.2348 fps:1649 +frame:2.35e+06 wall_t:1425 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:2.146 +2026-01-06 11:49:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2909.09 total_reward_ma:3038.44 loss:0.1531 fps:1649 +frame:2.36e+06 wall_t:1431 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:2.083 +2026-01-06 11:49:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3142.99 total_reward_ma:3041.35 loss:0.1749 fps:1649 +frame:2.37e+06 wall_t:1437 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:2.081 +2026-01-06 11:49:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3200.93 total_reward_ma:3044.15 loss:0.1876 fps:1648 +frame:2.38e+06 wall_t:1444 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.959 +2026-01-06 11:49:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3171.81 total_reward_ma:3045.34 loss:0.1674 fps:1649 +frame:2.39e+06 wall_t:1449 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.956 +2026-01-06 11:50:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3232.23 total_reward_ma:3047.45 loss:0.3005 fps:1649 +frame:2.40e+06 wall_t:1455 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:2.047 +2026-01-06 11:50:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3376.35 total_reward_ma:3050.24 loss:0.1512 fps:1650 +frame:2.41e+06 wall_t:1461 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:2.114 +2026-01-06 11:50:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3329.15 total_reward_ma:3053.26 loss:0.2266 fps:1650 +frame:2.42e+06 wall_t:1467 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:2.06 +2026-01-06 11:50:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3407.17 total_reward_ma:3056.90 loss:0.1748 fps:1649 +frame:2.43e+06 wall_t:1474 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.972 +2026-01-06 11:50:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2997.10 total_reward_ma:3057.83 loss:0.2339 fps:1649 +frame:2.44e+06 wall_t:1480 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:2.003 +2026-01-06 11:50:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2961.68 total_reward_ma:3059.97 loss:0.2166 fps:1649 +frame:2.45e+06 wall_t:1486 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.98 +2026-01-06 11:50:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2914.24 total_reward_ma:3061.96 loss:0.1523 fps:1648 +frame:2.46e+06 wall_t:1493 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.872 +2026-01-06 11:50:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2901.63 total_reward_ma:3065.38 loss:0.2317 fps:1648 +frame:2.47e+06 wall_t:1499 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:2.077 +2026-01-06 11:50:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2955.05 total_reward_ma:3069.44 loss:0.1304 fps:1649 +frame:2.48e+06 wall_t:1504 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.9 +2026-01-06 11:50:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2999.27 total_reward_ma:3074.42 loss:0.2047 fps:1648 +frame:2.49e+06 wall_t:1511 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.953 +2026-01-06 11:51:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3101.49 total_reward_ma:3079.32 loss:0.2129 fps:1648 +frame:2.50e+06 wall_t:1517 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.944 +2026-01-06 11:51:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3203.06 total_reward_ma:3083.79 loss:0.2517 fps:1648 +frame:2.51e+06 wall_t:1523 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.918 +2026-01-06 11:51:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3284.16 total_reward_ma:3088.51 loss:0.2331 fps:1648 +frame:2.52e+06 wall_t:1529 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.88 +2026-01-06 11:51:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3281.67 total_reward_ma:3092.00 loss:0.2181 fps:1648 +frame:2.53e+06 wall_t:1535 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.95 +2026-01-06 11:51:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3423.59 total_reward_ma:3095.53 loss:0.2251 fps:1648 +frame:2.54e+06 wall_t:1541 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.848 +2026-01-06 11:51:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3423.68 total_reward_ma:3098.94 loss:0.1759 fps:1648 +frame:2.55e+06 wall_t:1547 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.867 +2026-01-06 11:51:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3303.22 total_reward_ma:3100.62 loss:0.1603 fps:1648 +frame:2.56e+06 wall_t:1553 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.896 +2026-01-06 11:51:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3241.12 total_reward_ma:3102.08 loss:0.1419 fps:1648 +frame:2.57e+06 wall_t:1559 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.971 +2026-01-06 11:51:51 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3353.14 total_reward_ma:3104.69 loss:0.1803 fps:1649 +frame:2.58e+06 wall_t:1565 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.944 +2026-01-06 11:51:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3512.93 total_reward_ma:3108.40 loss:0.1771 fps:1649 +frame:2.59e+06 wall_t:1571 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.956 +2026-01-06 11:52:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3558.34 total_reward_ma:3113.61 loss:0.1403 fps:1649 +frame:2.60e+06 wall_t:1577 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:2.009 +2026-01-06 11:52:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3378.96 total_reward_ma:3118.51 loss:0.1957 fps:1649 +frame:2.61e+06 wall_t:1583 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.985 +2026-01-06 11:52:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3450.08 total_reward_ma:3125.01 loss:0.2941 fps:1649 +frame:2.62e+06 wall_t:1589 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.989 +2026-01-06 11:52:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3598.04 total_reward_ma:3133.29 loss:0.3496 fps:1649 +frame:2.63e+06 wall_t:1595 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.951 +2026-01-06 11:52:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3721.90 total_reward_ma:3141.81 loss:0.2189 fps:1649 +frame:2.64e+06 wall_t:1601 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.968 +2026-01-06 11:52:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3687.19 total_reward_ma:3150.52 loss:0.2316 fps:1650 +frame:2.65e+06 wall_t:1606 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.965 +2026-01-06 11:52:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3509.46 total_reward_ma:3157.72 loss:0.1541 fps:1650 +frame:2.66e+06 wall_t:1612 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:2.092 +2026-01-06 11:52:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3556.55 total_reward_ma:3165.73 loss:0.2765 fps:1650 +frame:2.67e+06 wall_t:1618 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.945 +2026-01-06 11:52:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3698.15 total_reward_ma:3174.96 loss:0.1768 fps:1650 +frame:2.68e+06 wall_t:1624 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.931 +2026-01-06 11:52:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3636.73 total_reward_ma:3183.20 loss:0.1165 fps:1650 +frame:2.69e+06 wall_t:1630 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:2.054 +2026-01-06 11:53:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3516.14 total_reward_ma:3190.91 loss:0.3172 fps:1650 +frame:2.70e+06 wall_t:1636 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.924 +2026-01-06 11:53:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3404.04 total_reward_ma:3198.94 loss:0.1953 fps:1649 +frame:2.71e+06 wall_t:1643 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.855 +2026-01-06 11:53:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3302.41 total_reward_ma:3206.00 loss:0.3311 fps:1649 +frame:2.72e+06 wall_t:1649 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.85 +2026-01-06 11:53:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3359.75 total_reward_ma:3211.07 loss:0.2032 fps:1650 +frame:2.73e+06 wall_t:1655 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.887 +2026-01-06 11:53:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3279.79 total_reward_ma:3214.01 loss:0.1491 fps:1651 +frame:2.74e+06 wall_t:1660 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.948 +2026-01-06 11:53:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3161.68 total_reward_ma:3215.94 loss:0.1166 fps:1651 +frame:2.75e+06 wall_t:1666 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.899 +2026-01-06 11:53:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3178.24 total_reward_ma:3218.27 loss:0.1804 fps:1650 +frame:2.76e+06 wall_t:1673 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.959 +2026-01-06 11:53:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3268.63 total_reward_ma:3220.77 loss:0.1949 fps:1650 +frame:2.77e+06 wall_t:1679 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.91 +2026-01-06 11:53:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3300.21 total_reward_ma:3223.57 loss:0.204 fps:1649 +frame:2.78e+06 wall_t:1686 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.745 +2026-01-06 11:53:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3392.13 total_reward_ma:3228.77 loss:0.2864 fps:1649 +frame:2.79e+06 wall_t:1692 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.722 +2026-01-06 11:54:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3376.28 total_reward_ma:3234.52 loss:0.1449 fps:1649 +frame:2.80e+06 wall_t:1698 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.957 +2026-01-06 11:54:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3374.13 total_reward_ma:3241.62 loss:0.2523 fps:1649 +frame:2.81e+06 wall_t:1704 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.913 +2026-01-06 11:54:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3333.83 total_reward_ma:3245.93 loss:0.1974 fps:1650 +frame:2.82e+06 wall_t:1709 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.825 +2026-01-06 11:54:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3213.53 total_reward_ma:3249.80 loss:0.16 fps:1650 +frame:2.83e+06 wall_t:1715 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.947 +2026-01-06 11:54:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3274.45 total_reward_ma:3252.32 loss:0.1973 fps:1650 +frame:2.84e+06 wall_t:1721 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.932 +2026-01-06 11:54:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3164.48 total_reward_ma:3253.45 loss:0.1362 fps:1650 +frame:2.85e+06 wall_t:1727 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:2.027 +2026-01-06 11:54:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3126.11 total_reward_ma:3253.03 loss:0.2135 fps:1650 +frame:2.86e+06 wall_t:1733 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.938 +2026-01-06 11:54:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3107.24 total_reward_ma:3252.22 loss:0.3686 fps:1650 +frame:2.87e+06 wall_t:1739 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.985 +2026-01-06 11:54:51 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3006.17 total_reward_ma:3249.90 loss:0.2549 fps:1650 +frame:2.88e+06 wall_t:1745 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.935 +2026-01-06 11:54:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3199.41 total_reward_ma:3249.98 loss:0.3619 fps:1650 +frame:2.89e+06 wall_t:1751 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:2.024 +2026-01-06 11:55:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3302.70 total_reward_ma:3249.62 loss:0.2258 fps:1651 +frame:2.90e+06 wall_t:1757 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:2.045 +2026-01-06 11:55:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3153.72 total_reward_ma:3247.13 loss:0.2456 fps:1651 +frame:2.91e+06 wall_t:1763 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.961 +2026-01-06 11:55:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3212.75 total_reward_ma:3244.99 loss:0.2263 fps:1651 +frame:2.92e+06 wall_t:1769 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:2.036 +2026-01-06 11:55:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3133.75 total_reward_ma:3241.68 loss:0.1685 fps:1652 +frame:2.93e+06 wall_t:1774 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:2.002 +2026-01-06 11:55:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3159.95 total_reward_ma:3238.45 loss:0.2478 fps:1652 +frame:2.94e+06 wall_t:1780 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.998 +2026-01-06 11:55:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3160.23 total_reward_ma:3233.93 loss:0.2308 fps:1651 +frame:2.95e+06 wall_t:1787 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:2.126 +2026-01-06 11:55:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3145.08 total_reward_ma:3229.58 loss:0.24 fps:1651 +frame:2.96e+06 wall_t:1793 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.958 +2026-01-06 11:55:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3056.02 total_reward_ma:3225.90 loss:0.1862 fps:1651 +frame:2.97e+06 wall_t:1799 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.807 +2026-01-06 11:55:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3002.62 total_reward_ma:3221.17 loss:0.2429 fps:1650 +frame:2.98e+06 wall_t:1806 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.937 +2026-01-06 11:55:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3005.83 total_reward_ma:3216.71 loss:0.219 fps:1650 +frame:2.99e+06 wall_t:1812 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:2.038 +2026-01-06 11:56:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2968.65 total_reward_ma:3212.12 loss:0.1802 fps:1650 +frame:3.00e+06 wall_t:1818 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.898 +2026-01-06 11:56:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2860.67 total_reward_ma:3205.99 loss:0.1163 fps:1650 +frame:3.01e+06 wall_t:1824 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.946 +2026-01-06 11:56:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2623.68 total_reward_ma:3198.52 loss:0.1789 fps:1651 +frame:3.02e+06 wall_t:1829 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.971 +2026-01-06 11:56:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2614.70 total_reward_ma:3192.42 loss:0.1556 fps:1651 +frame:3.03e+06 wall_t:1835 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:2.03 +2026-01-06 11:56:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2670.04 total_reward_ma:3185.93 loss:0.2214 fps:1651 +frame:3.04e+06 wall_t:1841 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.821 +2026-01-06 11:56:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2711.22 total_reward_ma:3181.90 loss:0.1283 fps:1651 +frame:3.05e+06 wall_t:1847 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.922 +2026-01-06 11:56:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2871.19 total_reward_ma:3179.73 loss:0.2345 fps:1650 +frame:3.06e+06 wall_t:1854 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.913 +2026-01-06 11:56:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3088.14 total_reward_ma:3180.82 loss:0.168 fps:1651 +frame:3.07e+06 wall_t:1860 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.865 +2026-01-06 11:56:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3191.93 total_reward_ma:3183.27 loss:0.129 fps:1651 +frame:3.08e+06 wall_t:1865 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.999 +2026-01-06 11:56:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3198.84 total_reward_ma:3186.70 loss:0.2204 fps:1652 +frame:3.09e+06 wall_t:1871 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.997 +2026-01-06 11:57:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3358.16 total_reward_ma:3191.16 loss:0.1846 fps:1652 +frame:3.10e+06 wall_t:1877 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.893 +2026-01-06 11:57:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3427.86 total_reward_ma:3196.57 loss:0.235 fps:1652 +frame:3.11e+06 wall_t:1883 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:2.018 +2026-01-06 11:57:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3440.55 total_reward_ma:3202.78 loss:0.3385 fps:1652 +frame:3.12e+06 wall_t:1889 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:2.014 +2026-01-06 11:57:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3371.00 total_reward_ma:3208.62 loss:0.2119 fps:1652 +frame:3.13e+06 wall_t:1895 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.934 +2026-01-06 11:57:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3182.85 total_reward_ma:3212.37 loss:0.1999 fps:1652 +frame:3.14e+06 wall_t:1901 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:2.008 +2026-01-06 11:57:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3167.71 total_reward_ma:3214.26 loss:0.1891 fps:1652 +frame:3.15e+06 wall_t:1907 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.815 +2026-01-06 11:57:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3026.06 total_reward_ma:3213.93 loss:0.1621 fps:1652 +frame:3.16e+06 wall_t:1913 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.922 +2026-01-06 11:57:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3024.91 total_reward_ma:3213.16 loss:0.2227 fps:1653 +frame:3.17e+06 wall_t:1918 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:2.051 +2026-01-06 11:57:51 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2984.59 total_reward_ma:3211.09 loss:0.298 fps:1652 +frame:3.18e+06 wall_t:1925 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.964 +2026-01-06 11:57:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3045.82 total_reward_ma:3209.90 loss:0.1528 fps:1652 +frame:3.19e+06 wall_t:1931 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.935 +2026-01-06 11:58:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3102.56 total_reward_ma:3209.71 loss:0.1804 fps:1652 +frame:3.20e+06 wall_t:1937 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:2.014 +2026-01-06 11:58:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3053.56 total_reward_ma:3208.14 loss:0.2773 fps:1653 +frame:3.21e+06 wall_t:1942 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.906 +2026-01-06 11:58:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3260.69 total_reward_ma:3209.21 loss:0.2273 fps:1652 +frame:3.22e+06 wall_t:1949 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:2.007 +2026-01-06 11:58:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3317.06 total_reward_ma:3210.59 loss:0.2441 fps:1652 +frame:3.23e+06 wall_t:1955 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.948 +2026-01-06 11:58:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3383.22 total_reward_ma:3213.55 loss:0.1838 fps:1652 +frame:3.24e+06 wall_t:1961 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.848 +2026-01-06 11:58:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3376.85 total_reward_ma:3216.10 loss:0.2663 fps:1653 +frame:3.25e+06 wall_t:1966 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.959 +2026-01-06 11:58:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3248.18 total_reward_ma:3216.53 loss:0.2017 fps:1653 +frame:3.26e+06 wall_t:1972 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.771 +2026-01-06 11:58:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3356.21 total_reward_ma:3217.31 loss:0.2169 fps:1653 +frame:3.27e+06 wall_t:1978 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.852 +2026-01-06 11:58:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3397.49 total_reward_ma:3218.01 loss:0.2598 fps:1653 +frame:3.28e+06 wall_t:1984 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.733 +2026-01-06 11:58:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3425.75 total_reward_ma:3219.13 loss:0.2158 fps:1653 +frame:3.29e+06 wall_t:1990 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.632 +2026-01-06 11:59:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3452.96 total_reward_ma:3220.82 loss:0.1746 fps:1653 +frame:3.30e+06 wall_t:1996 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.675 +2026-01-06 11:59:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3705.16 total_reward_ma:3225.51 loss:0.3631 fps:1653 +frame:3.31e+06 wall_t:2002 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.767 +2026-01-06 11:59:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3653.85 total_reward_ma:3228.85 loss:0.303 fps:1653 +frame:3.32e+06 wall_t:2008 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.774 +2026-01-06 11:59:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3694.98 total_reward_ma:3234.04 loss:0.2215 fps:1653 +frame:3.33e+06 wall_t:2014 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.661 +2026-01-06 11:59:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3753.68 total_reward_ma:3240.47 loss:0.1852 fps:1653 +frame:3.34e+06 wall_t:2021 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.914 +2026-01-06 11:59:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3717.88 total_reward_ma:3248.22 loss:0.2616 fps:1653 +frame:3.35e+06 wall_t:2027 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.886 +2026-01-06 11:59:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3732.83 total_reward_ma:3256.46 loss:0.1922 fps:1653 +frame:3.36e+06 wall_t:2033 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.778 +2026-01-06 11:59:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3612.69 total_reward_ma:3261.16 loss:0.3097 fps:1653 +frame:3.37e+06 wall_t:2039 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.862 +2026-01-06 11:59:51 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3506.58 total_reward_ma:3264.21 loss:0.2874 fps:1653 +frame:3.38e+06 wall_t:2045 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.699 +2026-01-06 11:59:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3563.41 total_reward_ma:3268.13 loss:0.252 fps:1653 +frame:3.39e+06 wall_t:2051 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.828 +2026-01-06 12:00:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3526.21 total_reward_ma:3271.07 loss:0.1925 fps:1653 +frame:3.40e+06 wall_t:2057 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.774 +2026-01-06 12:00:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3623.43 total_reward_ma:3273.54 loss:0.2957 fps:1653 +frame:3.41e+06 wall_t:2063 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.83 +2026-01-06 12:00:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3481.08 total_reward_ma:3275.06 loss:0.2285 fps:1654 +frame:3.42e+06 wall_t:2068 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.877 +2026-01-06 12:00:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3479.33 total_reward_ma:3275.78 loss:0.2472 fps:1653 +frame:3.43e+06 wall_t:2075 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.826 +2026-01-06 12:00:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3457.59 total_reward_ma:3280.38 loss:0.2182 fps:1653 +frame:3.44e+06 wall_t:2081 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.82 +2026-01-06 12:00:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3366.90 total_reward_ma:3284.44 loss:0.1342 fps:1652 +frame:3.45e+06 wall_t:2088 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.841 +2026-01-06 12:00:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3388.38 total_reward_ma:3289.18 loss:0.1765 fps:1652 +frame:3.46e+06 wall_t:2095 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.852 +2026-01-06 12:00:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3482.67 total_reward_ma:3294.99 loss:0.1708 fps:1651 +frame:3.47e+06 wall_t:2102 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.785 +2026-01-06 12:00:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3435.52 total_reward_ma:3299.79 loss:0.1773 fps:1651 +frame:3.48e+06 wall_t:2108 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.958 +2026-01-06 12:00:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3439.83 total_reward_ma:3304.20 loss:0.2683 fps:1652 +frame:3.49e+06 wall_t:2113 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.812 +2026-01-06 12:01:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3543.59 total_reward_ma:3308.62 loss:0.1519 fps:1652 +frame:3.50e+06 wall_t:2119 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.847 +2026-01-06 12:01:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3646.22 total_reward_ma:3313.05 loss:0.2056 fps:1652 +frame:3.51e+06 wall_t:2125 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.736 +2026-01-06 12:01:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3590.59 total_reward_ma:3316.12 loss:0.162 fps:1652 +frame:3.52e+06 wall_t:2131 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.85 +2026-01-06 12:01:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3425.33 total_reward_ma:3317.55 loss:0.1352 fps:1652 +frame:3.53e+06 wall_t:2137 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.819 +2026-01-06 12:01:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3469.55 total_reward_ma:3318.01 loss:0.1198 fps:1652 +frame:3.54e+06 wall_t:2143 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.826 +2026-01-06 12:01:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3443.44 total_reward_ma:3318.21 loss:0.1995 fps:1652 +frame:3.55e+06 wall_t:2149 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.958 +2026-01-06 12:01:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3530.07 total_reward_ma:3320.48 loss:0.1865 fps:1651 +frame:3.56e+06 wall_t:2156 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.971 +2026-01-06 12:01:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3456.58 total_reward_ma:3322.63 loss:0.2547 fps:1651 +frame:3.57e+06 wall_t:2162 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.86 +2026-01-06 12:01:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3482.60 total_reward_ma:3323.93 loss:0.2035 fps:1651 +frame:3.58e+06 wall_t:2168 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.775 +2026-01-06 12:02:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3488.74 total_reward_ma:3323.69 loss:0.2513 fps:1651 +frame:3.59e+06 wall_t:2174 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.852 +2026-01-06 12:02:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3510.44 total_reward_ma:3323.21 loss:0.1697 fps:1651 +frame:3.60e+06 wall_t:2180 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.955 +2026-01-06 12:02:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3390.39 total_reward_ma:3323.32 loss:0.1885 fps:1651 +frame:3.61e+06 wall_t:2186 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.776 +2026-01-06 12:02:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3183.58 total_reward_ma:3320.66 loss:0.1736 fps:1651 +frame:3.62e+06 wall_t:2192 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.894 +2026-01-06 12:02:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3140.19 total_reward_ma:3316.08 loss:0.2985 fps:1652 +frame:3.63e+06 wall_t:2198 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.695 +2026-01-06 12:02:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2851.53 total_reward_ma:3307.37 loss:0.1941 fps:1652 +frame:3.64e+06 wall_t:2204 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.7 +2026-01-06 12:02:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2840.17 total_reward_ma:3298.90 loss:0.1408 fps:1652 +frame:3.65e+06 wall_t:2210 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.765 +2026-01-06 12:02:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2891.54 total_reward_ma:3292.72 loss:0.1884 fps:1652 +frame:3.66e+06 wall_t:2216 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.747 +2026-01-06 12:02:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2958.37 total_reward_ma:3286.74 loss:0.1272 fps:1652 +frame:3.67e+06 wall_t:2222 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.859 +2026-01-06 12:02:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3024.41 total_reward_ma:3280.00 loss:0.3099 fps:1652 +frame:3.68e+06 wall_t:2228 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.911 +2026-01-06 12:03:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2982.46 total_reward_ma:3273.46 loss:0.1982 fps:1652 +frame:3.69e+06 wall_t:2234 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.748 +2026-01-06 12:03:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3018.24 total_reward_ma:3268.48 loss:0.1459 fps:1652 +frame:3.70e+06 wall_t:2240 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.872 +2026-01-06 12:03:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3106.46 total_reward_ma:3265.51 loss:0.1649 fps:1653 +frame:3.71e+06 wall_t:2245 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.904 +2026-01-06 12:03:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3131.22 total_reward_ma:3263.80 loss:0.1474 fps:1653 +frame:3.72e+06 wall_t:2251 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.835 +2026-01-06 12:03:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3069.97 total_reward_ma:3260.90 loss:0.1673 fps:1653 +frame:3.73e+06 wall_t:2257 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.781 +2026-01-06 12:03:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3067.90 total_reward_ma:3258.78 loss:0.179 fps:1653 +frame:3.74e+06 wall_t:2263 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.948 +2026-01-06 12:03:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3109.89 total_reward_ma:3258.26 loss:0.1776 fps:1653 +frame:3.75e+06 wall_t:2269 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.715 +2026-01-06 12:03:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3269.28 total_reward_ma:3259.17 loss:0.1558 fps:1653 +frame:3.76e+06 wall_t:2275 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.87 +2026-01-06 12:03:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3303.42 total_reward_ma:3259.52 loss:0.1879 fps:1653 +frame:3.77e+06 wall_t:2281 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.752 +2026-01-06 12:03:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3323.08 total_reward_ma:3259.75 loss:0.2185 fps:1653 +frame:3.78e+06 wall_t:2287 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.84 +2026-01-06 12:03:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3327.35 total_reward_ma:3259.10 loss:0.2204 fps:1653 +frame:3.79e+06 wall_t:2293 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.955 +2026-01-06 12:04:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3331.88 total_reward_ma:3258.66 loss:0.142 fps:1653 +frame:3.80e+06 wall_t:2299 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.866 +2026-01-06 12:04:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3128.24 total_reward_ma:3256.20 loss:0.3511 fps:1652 +frame:3.81e+06 wall_t:2306 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.828 +2026-01-06 12:04:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3111.03 total_reward_ma:3253.97 loss:0.2499 fps:1652 +frame:3.82e+06 wall_t:2312 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.88 +2026-01-06 12:04:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3119.64 total_reward_ma:3253.03 loss:0.2588 fps:1652 +frame:3.83e+06 wall_t:2318 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.875 +2026-01-06 12:04:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3117.88 total_reward_ma:3251.46 loss:0.2379 fps:1652 +frame:3.84e+06 wall_t:2324 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.891 +2026-01-06 12:04:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3007.85 total_reward_ma:3249.90 loss:0.1637 fps:1653 +frame:3.85e+06 wall_t:2329 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.754 +2026-01-06 12:04:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3021.09 total_reward_ma:3248.85 loss:0.1792 fps:1653 +frame:3.86e+06 wall_t:2335 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.854 +2026-01-06 12:04:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3128.17 total_reward_ma:3249.06 loss:0.1365 fps:1652 +frame:3.87e+06 wall_t:2342 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.886 +2026-01-06 12:04:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3128.12 total_reward_ma:3250.28 loss:0.2346 fps:1652 +frame:3.88e+06 wall_t:2348 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.919 +2026-01-06 12:05:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3109.66 total_reward_ma:3249.38 loss:0.2142 fps:1653 +frame:3.89e+06 wall_t:2354 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.932 +2026-01-06 12:05:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3008.72 total_reward_ma:3246.44 loss:0.2457 fps:1653 +frame:3.90e+06 wall_t:2360 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.896 +2026-01-06 12:05:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3112.96 total_reward_ma:3246.03 loss:0.191 fps:1652 +frame:3.91e+06 wall_t:2367 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.808 +2026-01-06 12:05:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3199.56 total_reward_ma:3245.90 loss:0.2046 fps:1652 +frame:3.92e+06 wall_t:2373 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.854 +2026-01-06 12:05:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3040.40 total_reward_ma:3244.97 loss:0.1964 fps:1653 +frame:3.93e+06 wall_t:2378 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.866 +2026-01-06 12:05:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3027.41 total_reward_ma:3243.64 loss:0.2693 fps:1653 +frame:3.94e+06 wall_t:2384 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.787 +2026-01-06 12:05:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3071.40 total_reward_ma:3242.75 loss:0.1677 fps:1653 +frame:3.95e+06 wall_t:2390 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.889 +2026-01-06 12:05:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3205.42 total_reward_ma:3243.36 loss:0.2184 fps:1653 +frame:3.96e+06 wall_t:2396 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.79 +2026-01-06 12:05:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3247.82 total_reward_ma:3245.27 loss:0.2576 fps:1653 +frame:3.97e+06 wall_t:2402 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.789 +2026-01-06 12:05:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3250.67 total_reward_ma:3247.75 loss:0.1907 fps:1652 +frame:3.98e+06 wall_t:2409 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.817 +2026-01-06 12:06:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3220.96 total_reward_ma:3249.91 loss:0.163 fps:1652 +frame:3.99e+06 wall_t:2415 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.9 +2026-01-06 12:06:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3173.63 total_reward_ma:3251.96 loss:0.1622 fps:1652 +frame:4.00e+06 wall_t:2421 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.798 +2026-01-06 12:06:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3243.24 total_reward_ma:3255.78 loss:0.1635 fps:1652 +frame:4.01e+06 wall_t:2427 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.77 +2026-01-06 12:06:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3045.98 total_reward_ma:3260.00 loss:0.2599 fps:1653 +frame:4.02e+06 wall_t:2432 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.982 +2026-01-06 12:06:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2886.99 total_reward_ma:3262.73 loss:0.1356 fps:1652 +frame:4.03e+06 wall_t:2439 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.947 +2026-01-06 12:06:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3084.75 total_reward_ma:3266.87 loss:0.3011 fps:1652 +frame:4.04e+06 wall_t:2445 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.789 +2026-01-06 12:06:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3104.23 total_reward_ma:3270.80 loss:0.2666 fps:1652 +frame:4.05e+06 wall_t:2451 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.847 +2026-01-06 12:06:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3173.62 total_reward_ma:3273.83 loss:0.1021 fps:1652 +frame:4.06e+06 wall_t:2457 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.816 +2026-01-06 12:06:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3038.72 total_reward_ma:3273.33 loss:0.1783 fps:1653 +frame:4.07e+06 wall_t:2462 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.767 +2026-01-06 12:06:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3133.78 total_reward_ma:3272.75 loss:0.2498 fps:1653 +frame:4.08e+06 wall_t:2468 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.789 +2026-01-06 12:07:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3034.22 total_reward_ma:3271.11 loss:0.3179 fps:1653 +frame:4.09e+06 wall_t:2474 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.767 +2026-01-06 12:07:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2793.20 total_reward_ma:3265.46 loss:0.3441 fps:1653 +frame:4.10e+06 wall_t:2480 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.818 +2026-01-06 12:07:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2738.14 total_reward_ma:3258.56 loss:0.1729 fps:1653 +frame:4.11e+06 wall_t:2486 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.766 +2026-01-06 12:07:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2765.19 total_reward_ma:3251.81 loss:0.179 fps:1653 +frame:4.12e+06 wall_t:2492 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.829 +2026-01-06 12:07:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2784.86 total_reward_ma:3245.95 loss:0.1659 fps:1653 +frame:4.13e+06 wall_t:2498 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.826 +2026-01-06 12:07:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2982.54 total_reward_ma:3243.94 loss:0.2622 fps:1653 +frame:4.14e+06 wall_t:2504 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.775 +2026-01-06 12:07:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2985.01 total_reward_ma:3242.11 loss:0.2616 fps:1653 +frame:4.15e+06 wall_t:2510 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.69 +2026-01-06 12:07:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3045.78 total_reward_ma:3242.31 loss:0.1593 fps:1653 +frame:4.16e+06 wall_t:2516 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.732 +2026-01-06 12:07:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3244.68 total_reward_ma:3244.51 loss:0.162 fps:1653 +frame:4.17e+06 wall_t:2522 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.869 +2026-01-06 12:07:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3288.00 total_reward_ma:3247.54 loss:0.2849 fps:1653 +frame:4.18e+06 wall_t:2529 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.763 +2026-01-06 12:08:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3361.59 total_reward_ma:3250.70 loss:0.1763 fps:1654 +frame:4.19e+06 wall_t:2534 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.762 +2026-01-06 12:08:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3361.13 total_reward_ma:3253.29 loss:0.225 fps:1654 +frame:4.20e+06 wall_t:2540 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.746 +2026-01-06 12:08:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3388.14 total_reward_ma:3256.63 loss:0.1844 fps:1654 +frame:4.21e+06 wall_t:2546 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.683 +2026-01-06 12:08:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3401.54 total_reward_ma:3258.04 loss:0.1759 fps:1654 +frame:4.22e+06 wall_t:2552 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.703 +2026-01-06 12:08:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3481.97 total_reward_ma:3259.69 loss:0.1676 fps:1654 +frame:4.23e+06 wall_t:2558 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.815 +2026-01-06 12:08:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3344.42 total_reward_ma:3259.30 loss:0.1809 fps:1654 +frame:4.24e+06 wall_t:2564 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.862 +2026-01-06 12:08:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3159.57 total_reward_ma:3257.13 loss:0.1596 fps:1654 +frame:4.25e+06 wall_t:2570 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.855 +2026-01-06 12:08:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3203.30 total_reward_ma:3256.68 loss:0.2457 fps:1654 +frame:4.26e+06 wall_t:2575 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.876 +2026-01-06 12:08:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3093.91 total_reward_ma:3254.06 loss:0.2011 fps:1654 +frame:4.27e+06 wall_t:2581 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.867 +2026-01-06 12:08:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3105.60 total_reward_ma:3251.14 loss:0.2635 fps:1654 +frame:4.28e+06 wall_t:2588 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.829 +2026-01-06 12:09:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3027.73 total_reward_ma:3247.16 loss:0.1933 fps:1654 +frame:4.29e+06 wall_t:2594 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.779 +2026-01-06 12:09:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3033.29 total_reward_ma:3242.96 loss:0.2038 fps:1654 +frame:4.30e+06 wall_t:2599 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.814 +2026-01-06 12:09:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3212.90 total_reward_ma:3238.04 loss:0.2033 fps:1655 +frame:4.31e+06 wall_t:2605 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.787 +2026-01-06 12:09:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3250.86 total_reward_ma:3234.01 loss:0.1651 fps:1655 +frame:4.32e+06 wall_t:2611 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.988 +2026-01-06 12:09:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3149.11 total_reward_ma:3228.55 loss:0.1494 fps:1654 +frame:4.33e+06 wall_t:2618 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.766 +2026-01-06 12:09:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3242.28 total_reward_ma:3223.44 loss:0.2155 fps:1655 +frame:4.34e+06 wall_t:2623 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.863 +2026-01-06 12:09:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3235.06 total_reward_ma:3218.61 loss:0.1442 fps:1655 +frame:4.35e+06 wall_t:2629 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.783 +2026-01-06 12:09:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3298.63 total_reward_ma:3214.27 loss:0.2264 fps:1655 +frame:4.36e+06 wall_t:2635 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.799 +2026-01-06 12:09:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3163.88 total_reward_ma:3209.78 loss:0.2515 fps:1655 +frame:4.37e+06 wall_t:2640 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.797 +2026-01-06 12:09:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3161.58 total_reward_ma:3206.33 loss:0.2186 fps:1655 +frame:4.38e+06 wall_t:2647 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.766 +2026-01-06 12:09:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3053.51 total_reward_ma:3201.23 loss:0.1263 fps:1655 +frame:4.39e+06 wall_t:2652 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.746 +2026-01-06 12:10:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2807.95 total_reward_ma:3194.05 loss:0.1576 fps:1655 +frame:4.40e+06 wall_t:2659 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.83 +2026-01-06 12:10:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2868.24 total_reward_ma:3186.50 loss:0.3081 fps:1654 +frame:4.41e+06 wall_t:2666 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.764 +2026-01-06 12:10:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2813.55 total_reward_ma:3179.82 loss:0.3431 fps:1654 +frame:4.42e+06 wall_t:2672 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.805 +2026-01-06 12:10:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2897.15 total_reward_ma:3174.00 loss:0.1978 fps:1654 +frame:4.43e+06 wall_t:2678 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.799 +2026-01-06 12:10:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2813.90 total_reward_ma:3167.56 loss:0.1359 fps:1655 +frame:4.44e+06 wall_t:2683 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.839 +2026-01-06 12:10:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2944.45 total_reward_ma:3163.34 loss:0.2415 fps:1655 +frame:4.45e+06 wall_t:2689 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.811 +2026-01-06 12:10:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2936.46 total_reward_ma:3158.82 loss:0.2227 fps:1655 +frame:4.46e+06 wall_t:2695 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.849 +2026-01-06 12:10:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:2982.52 total_reward_ma:3153.82 loss:0.1699 fps:1655 +frame:4.47e+06 wall_t:2701 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.823 +2026-01-06 12:10:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3045.71 total_reward_ma:3149.92 loss:0.1996 fps:1655 +frame:4.48e+06 wall_t:2707 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.841 +2026-01-06 12:10:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3181.07 total_reward_ma:3147.33 loss:0.2278 fps:1655 +frame:4.49e+06 wall_t:2713 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.738 +2026-01-06 12:11:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3231.14 total_reward_ma:3144.21 loss:0.339 fps:1654 +frame:4.50e+06 wall_t:2720 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.631 +2026-01-06 12:11:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3219.63 total_reward_ma:3139.94 loss:0.1509 fps:1654 +frame:4.51e+06 wall_t:2726 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.777 +2026-01-06 12:11:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3290.57 total_reward_ma:3136.94 loss:0.2399 fps:1654 +frame:4.52e+06 wall_t:2732 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.897 +2026-01-06 12:11:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3193.70 total_reward_ma:3134.62 loss:0.2427 fps:1655 +frame:4.53e+06 wall_t:2737 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.831 +2026-01-06 12:11:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3197.21 total_reward_ma:3131.90 loss:0.2002 fps:1655 +frame:4.54e+06 wall_t:2743 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.78 +2026-01-06 12:11:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3279.83 total_reward_ma:3130.26 loss:0.2177 fps:1655 +frame:4.55e+06 wall_t:2749 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.841 +2026-01-06 12:11:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3274.60 total_reward_ma:3127.71 loss:0.2085 fps:1655 +frame:4.56e+06 wall_t:2755 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.633 +2026-01-06 12:11:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3420.47 total_reward_ma:3127.35 loss:0.2017 fps:1655 +frame:4.57e+06 wall_t:2761 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.714 +2026-01-06 12:11:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3558.21 total_reward_ma:3128.10 loss:0.238 fps:1655 +frame:4.58e+06 wall_t:2767 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.743 +2026-01-06 12:11:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3619.35 total_reward_ma:3129.41 loss:0.239 fps:1655 +frame:4.59e+06 wall_t:2773 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.681 +2026-01-06 12:12:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3568.84 total_reward_ma:3129.99 loss:0.247 fps:1655 +frame:4.60e+06 wall_t:2779 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.646 +2026-01-06 12:12:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3490.87 total_reward_ma:3131.00 loss:0.2735 fps:1655 +frame:4.61e+06 wall_t:2785 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.673 +2026-01-06 12:12:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3477.67 total_reward_ma:3133.94 loss:0.2239 fps:1656 +frame:4.62e+06 wall_t:2790 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.656 +2026-01-06 12:12:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3466.81 total_reward_ma:3137.21 loss:0.2256 fps:1655 +frame:4.63e+06 wall_t:2797 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.716 +2026-01-06 12:12:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3308.09 total_reward_ma:3141.77 loss:0.1833 fps:1655 +frame:4.64e+06 wall_t:2803 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.499 +2026-01-06 12:12:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3250.85 total_reward_ma:3145.88 loss:0.4388 fps:1655 +frame:4.65e+06 wall_t:2810 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.665 +2026-01-06 12:12:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3324.76 total_reward_ma:3150.21 loss:0.2758 fps:1655 +frame:4.66e+06 wall_t:2815 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.566 +2026-01-06 12:12:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3392.33 total_reward_ma:3154.55 loss:0.2916 fps:1655 +frame:4.67e+06 wall_t:2822 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.657 +2026-01-06 12:12:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3422.23 total_reward_ma:3158.53 loss:0.1027 fps:1655 +frame:4.68e+06 wall_t:2828 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.641 +2026-01-06 12:13:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3442.81 total_reward_ma:3163.13 loss:0.1736 fps:1655 +frame:4.69e+06 wall_t:2834 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.63 +2026-01-06 12:13:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3524.41 total_reward_ma:3168.19 loss:0.1878 fps:1655 +frame:4.70e+06 wall_t:2840 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.596 +2026-01-06 12:13:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3598.53 total_reward_ma:3173.11 loss:0.1768 fps:1656 +frame:4.71e+06 wall_t:2845 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.641 +2026-01-06 12:13:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3660.82 total_reward_ma:3178.41 loss:0.309 fps:1656 +frame:4.72e+06 wall_t:2851 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.695 +2026-01-06 12:13:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3597.47 total_reward_ma:3183.69 loss:0.2165 fps:1656 +frame:4.73e+06 wall_t:2857 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.649 +2026-01-06 12:13:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3608.88 total_reward_ma:3189.09 loss:0.1805 fps:1656 +frame:4.74e+06 wall_t:2863 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.649 +2026-01-06 12:13:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3763.04 total_reward_ma:3195.63 loss:0.3216 fps:1655 +frame:4.75e+06 wall_t:2870 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.653 +2026-01-06 12:13:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3747.18 total_reward_ma:3200.41 loss:0.2009 fps:1655 +frame:4.76e+06 wall_t:2876 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.627 +2026-01-06 12:13:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3656.95 total_reward_ma:3203.94 loss:0.17 fps:1655 +frame:4.77e+06 wall_t:2882 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.67 +2026-01-06 12:13:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3682.27 total_reward_ma:3207.53 loss:0.1972 fps:1655 +frame:4.78e+06 wall_t:2888 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.657 +2026-01-06 12:14:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3649.09 total_reward_ma:3210.75 loss:0.2153 fps:1655 +frame:4.79e+06 wall_t:2894 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.654 +2026-01-06 12:14:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3434.86 total_reward_ma:3211.78 loss:0.2006 fps:1655 +frame:4.80e+06 wall_t:2900 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.711 +2026-01-06 12:14:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3348.02 total_reward_ma:3213.98 loss:0.257 fps:1655 +frame:4.81e+06 wall_t:2906 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.653 +2026-01-06 12:14:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3460.48 total_reward_ma:3217.47 loss:0.2042 fps:1655 +frame:4.82e+06 wall_t:2912 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.686 +2026-01-06 12:14:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3551.57 total_reward_ma:3221.79 loss:0.1867 fps:1655 +frame:4.83e+06 wall_t:2918 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.762 +2026-01-06 12:14:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3438.55 total_reward_ma:3225.00 loss:0.1653 fps:1655 +frame:4.84e+06 wall_t:2924 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.755 +2026-01-06 12:14:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3251.32 total_reward_ma:3227.43 loss:0.177 fps:1655 +frame:4.85e+06 wall_t:2930 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.666 +2026-01-06 12:14:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3280.99 total_reward_ma:3230.03 loss:0.1891 fps:1655 +frame:4.86e+06 wall_t:2936 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.639 +2026-01-06 12:14:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3344.36 total_reward_ma:3232.19 loss:0.3201 fps:1656 +frame:4.87e+06 wall_t:2941 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.626 +2026-01-06 12:14:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3140.81 total_reward_ma:3232.32 loss:0.1998 fps:1655 +frame:4.88e+06 wall_t:2948 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.68 +2026-01-06 12:15:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3141.83 total_reward_ma:3232.64 loss:0.2519 fps:1655 +frame:4.89e+06 wall_t:2954 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.664 +2026-01-06 12:15:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3284.88 total_reward_ma:3235.40 loss:0.1582 fps:1655 +frame:4.90e+06 wall_t:2961 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.66 +2026-01-06 12:15:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3280.93 total_reward_ma:3237.08 loss:0.2714 fps:1655 +frame:4.91e+06 wall_t:2966 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.635 +2026-01-06 12:15:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3380.99 total_reward_ma:3238.90 loss:0.1825 fps:1655 +frame:4.92e+06 wall_t:2972 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.686 +2026-01-06 12:15:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3270.55 total_reward_ma:3241.20 loss:0.2605 fps:1655 +frame:4.93e+06 wall_t:2979 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.767 +2026-01-06 12:15:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3362.56 total_reward_ma:3244.55 loss:0.1631 fps:1655 +frame:4.94e+06 wall_t:2984 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.755 +2026-01-06 12:15:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3407.16 total_reward_ma:3247.91 loss:0.1683 fps:1656 +frame:4.95e+06 wall_t:2990 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.712 +2026-01-06 12:15:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3399.44 total_reward_ma:3249.85 loss:0.2148 fps:1656 +frame:4.96e+06 wall_t:2996 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.742 +2026-01-06 12:15:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3438.28 total_reward_ma:3251.75 loss:0.1828 fps:1656 +frame:4.97e+06 wall_t:3002 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.743 +2026-01-06 12:15:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3475.84 total_reward_ma:3254.01 loss:0.2906 fps:1656 +frame:4.98e+06 wall_t:3008 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.757 +2026-01-06 12:16:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3557.24 total_reward_ma:3257.37 loss:0.2241 fps:1656 +frame:4.99e+06 wall_t:3014 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.747 +2026-01-06 12:16:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3646.58 total_reward_ma:3262.10 loss:0.3176 fps:1656 +frame:5.00e+06 wall_t:3020 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.753 +2026-01-06 12:16:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3576.33 total_reward_ma:3265.43 loss:0.2878 fps:1656 +frame:5.01e+06 wall_t:3026 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.73 +2026-01-06 12:16:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3592.58 total_reward_ma:3270.90 loss:0.1713 fps:1656 +frame:5.02e+06 wall_t:3032 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.676 +2026-01-06 12:16:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3638.16 total_reward_ma:3278.41 loss:0.3173 fps:1656 +frame:5.03e+06 wall_t:3038 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.68 +2026-01-06 12:16:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3608.34 total_reward_ma:3283.64 loss:0.2399 fps:1656 +frame:5.04e+06 wall_t:3043 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.702 +2026-01-06 12:16:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3599.43 total_reward_ma:3288.59 loss:0.1859 fps:1656 +frame:5.05e+06 wall_t:3050 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.68 +2026-01-06 12:16:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3554.60 total_reward_ma:3292.40 loss:0.2739 fps:1656 +frame:5.06e+06 wall_t:3056 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.643 +2026-01-06 12:16:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3593.46 total_reward_ma:3297.95 loss:0.2731 fps:1655 +frame:5.07e+06 wall_t:3063 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.626 +2026-01-06 12:16:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3705.22 total_reward_ma:3303.67 loss:0.2794 fps:1655 +frame:5.08e+06 wall_t:3069 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.619 +2026-01-06 12:17:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3712.81 total_reward_ma:3310.45 loss:0.1766 fps:1655 +frame:5.09e+06 wall_t:3075 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.642 +2026-01-06 12:17:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3801.45 total_reward_ma:3320.53 loss:0.2049 fps:1656 +frame:5.10e+06 wall_t:3080 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.522 +2026-01-06 12:17:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4002.66 total_reward_ma:3333.18 loss:0.2546 fps:1655 +frame:5.11e+06 wall_t:3087 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.601 +2026-01-06 12:17:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4007.46 total_reward_ma:3345.60 loss:0.2449 fps:1656 +frame:5.12e+06 wall_t:3092 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.587 +2026-01-06 12:17:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3917.98 total_reward_ma:3356.93 loss:0.2443 fps:1656 +frame:5.13e+06 wall_t:3098 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.595 +2026-01-06 12:17:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3866.23 total_reward_ma:3365.77 loss:0.2272 fps:1656 +frame:5.14e+06 wall_t:3104 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.451 +2026-01-06 12:17:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3676.51 total_reward_ma:3372.69 loss:0.205 fps:1656 +frame:5.15e+06 wall_t:3110 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.649 +2026-01-06 12:17:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3873.54 total_reward_ma:3380.96 loss:0.2038 fps:1656 +frame:5.16e+06 wall_t:3116 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.54 +2026-01-06 12:17:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3566.82 total_reward_ma:3384.18 loss:0.2569 fps:1656 +frame:5.17e+06 wall_t:3122 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.445 +2026-01-06 12:17:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3481.53 total_reward_ma:3386.12 loss:0.2058 fps:1656 +frame:5.18e+06 wall_t:3128 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.483 +2026-01-06 12:18:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3471.17 total_reward_ma:3387.22 loss:0.1748 fps:1656 +frame:5.19e+06 wall_t:3134 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.577 +2026-01-06 12:18:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3539.15 total_reward_ma:3389.00 loss:0.2564 fps:1656 +frame:5.20e+06 wall_t:3141 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.581 +2026-01-06 12:18:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3599.33 total_reward_ma:3391.11 loss:0.1373 fps:1656 +frame:5.21e+06 wall_t:3146 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.638 +2026-01-06 12:18:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3417.08 total_reward_ma:3391.26 loss:0.2522 fps:1656 +frame:5.22e+06 wall_t:3153 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.607 +2026-01-06 12:18:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3505.57 total_reward_ma:3391.50 loss:0.2363 fps:1656 +frame:5.23e+06 wall_t:3158 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.401 +2026-01-06 12:18:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3626.60 total_reward_ma:3394.32 loss:0.2149 fps:1656 +frame:5.24e+06 wall_t:3164 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.565 +2026-01-06 12:18:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3681.84 total_reward_ma:3399.54 loss:0.2743 fps:1656 +frame:5.25e+06 wall_t:3170 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.614 +2026-01-06 12:18:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3850.85 total_reward_ma:3406.02 loss:0.1877 fps:1656 +frame:5.26e+06 wall_t:3176 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.469 +2026-01-06 12:18:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3854.99 total_reward_ma:3413.63 loss:0.2353 fps:1656 +frame:5.27e+06 wall_t:3182 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.505 +2026-01-06 12:18:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3806.47 total_reward_ma:3420.64 loss:0.1302 fps:1657 +frame:5.28e+06 wall_t:3187 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.412 +2026-01-06 12:19:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3714.31 total_reward_ma:3427.50 loss:0.1602 fps:1656 +frame:5.29e+06 wall_t:3194 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.551 +2026-01-06 12:19:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3761.44 total_reward_ma:3434.79 loss:0.1553 fps:1657 +frame:5.30e+06 wall_t:3199 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.494 +2026-01-06 12:19:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3687.38 total_reward_ma:3439.53 loss:0.1723 fps:1657 +frame:5.31e+06 wall_t:3204 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.436 +2026-01-06 12:19:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3541.19 total_reward_ma:3442.43 loss:0.3265 fps:1657 +frame:5.32e+06 wall_t:3210 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.683 +2026-01-06 12:19:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3487.46 total_reward_ma:3445.82 loss:0.27 fps:1657 +frame:5.33e+06 wall_t:3216 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.6 +2026-01-06 12:19:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3558.44 total_reward_ma:3448.98 loss:0.2278 fps:1657 +frame:5.34e+06 wall_t:3222 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.642 +2026-01-06 12:19:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3583.48 total_reward_ma:3452.46 loss:0.2622 fps:1657 +frame:5.35e+06 wall_t:3228 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.606 +2026-01-06 12:19:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3452.68 total_reward_ma:3454.00 loss:0.318 fps:1657 +frame:5.36e+06 wall_t:3234 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.498 +2026-01-06 12:19:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3356.94 total_reward_ma:3455.93 loss:0.1471 fps:1657 +frame:5.37e+06 wall_t:3240 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.594 +2026-01-06 12:19:51 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3476.44 total_reward_ma:3459.08 loss:0.2992 fps:1658 +frame:5.38e+06 wall_t:3245 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.548 +2026-01-06 12:19:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3604.99 total_reward_ma:3464.60 loss:0.2196 fps:1658 +frame:5.39e+06 wall_t:3251 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.485 +2026-01-06 12:20:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3534.00 total_reward_ma:3471.86 loss:0.2278 fps:1658 +frame:5.40e+06 wall_t:3257 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.551 +2026-01-06 12:20:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3536.77 total_reward_ma:3478.54 loss:0.2201 fps:1657 +frame:5.41e+06 wall_t:3264 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.582 +2026-01-06 12:20:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3440.30 total_reward_ma:3484.81 loss:0.2306 fps:1657 +frame:5.42e+06 wall_t:3270 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.518 +2026-01-06 12:20:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3548.13 total_reward_ma:3491.32 loss:0.223 fps:1658 +frame:5.43e+06 wall_t:3275 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.457 +2026-01-06 12:20:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3488.77 total_reward_ma:3498.07 loss:0.2349 fps:1658 +frame:5.44e+06 wall_t:3281 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.552 +2026-01-06 12:20:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3356.25 total_reward_ma:3502.19 loss:0.2531 fps:1658 +frame:5.45e+06 wall_t:3287 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.52 +2026-01-06 12:20:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3195.99 total_reward_ma:3504.78 loss:0.2462 fps:1658 +frame:5.46e+06 wall_t:3293 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.46 +2026-01-06 12:20:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3391.11 total_reward_ma:3508.87 loss:0.177 fps:1659 +frame:5.47e+06 wall_t:3298 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.514 +2026-01-06 12:20:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3435.79 total_reward_ma:3512.77 loss:0.1733 fps:1659 +frame:5.48e+06 wall_t:3304 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.561 +2026-01-06 12:20:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3366.58 total_reward_ma:3514.62 loss:0.2322 fps:1659 +frame:5.49e+06 wall_t:3310 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.519 +2026-01-06 12:21:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3334.96 total_reward_ma:3515.66 loss:0.3734 fps:1659 +frame:5.50e+06 wall_t:3316 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.553 +2026-01-06 12:21:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3383.87 total_reward_ma:3517.31 loss:0.2868 fps:1659 +frame:5.51e+06 wall_t:3322 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.51 +2026-01-06 12:21:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3359.09 total_reward_ma:3517.99 loss:0.2624 fps:1659 +frame:5.52e+06 wall_t:3328 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.397 +2026-01-06 12:21:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3394.38 total_reward_ma:3520.00 loss:0.1802 fps:1659 +frame:5.53e+06 wall_t:3334 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.625 +2026-01-06 12:21:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3317.49 total_reward_ma:3521.20 loss:0.204 fps:1659 +frame:5.54e+06 wall_t:3339 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.599 +2026-01-06 12:21:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3431.95 total_reward_ma:3522.72 loss:0.2037 fps:1659 +frame:5.55e+06 wall_t:3345 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.411 +2026-01-06 12:21:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3391.98 total_reward_ma:3523.89 loss:0.1791 fps:1659 +frame:5.56e+06 wall_t:3351 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.58 +2026-01-06 12:21:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3251.60 total_reward_ma:3522.21 loss:0.267 fps:1659 +frame:5.57e+06 wall_t:3357 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.519 +2026-01-06 12:21:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3277.17 total_reward_ma:3519.40 loss:0.2765 fps:1659 +frame:5.58e+06 wall_t:3363 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.55 +2026-01-06 12:21:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3235.41 total_reward_ma:3515.56 loss:0.146 fps:1659 +frame:5.59e+06 wall_t:3369 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.659 +2026-01-06 12:22:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3338.90 total_reward_ma:3513.26 loss:0.2229 fps:1659 +frame:5.60e+06 wall_t:3375 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.624 +2026-01-06 12:22:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3344.04 total_reward_ma:3511.79 loss:0.2784 fps:1659 +frame:5.61e+06 wall_t:3381 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.558 +2026-01-06 12:22:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3270.85 total_reward_ma:3509.72 loss:0.2492 fps:1659 +frame:5.62e+06 wall_t:3387 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.514 +2026-01-06 12:22:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3332.77 total_reward_ma:3508.38 loss:0.258 fps:1659 +frame:5.63e+06 wall_t:3393 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.516 +2026-01-06 12:22:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3430.88 total_reward_ma:3509.61 loss:0.2379 fps:1660 +frame:5.64e+06 wall_t:3398 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.503 +2026-01-06 12:22:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3349.75 total_reward_ma:3510.60 loss:0.1476 fps:1660 +frame:5.65e+06 wall_t:3404 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.549 +2026-01-06 12:22:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3238.44 total_reward_ma:3509.73 loss:0.1781 fps:1660 +frame:5.66e+06 wall_t:3410 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.551 +2026-01-06 12:22:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3324.06 total_reward_ma:3509.05 loss:0.14 fps:1660 +frame:5.67e+06 wall_t:3415 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.543 +2026-01-06 12:22:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3549.49 total_reward_ma:3510.32 loss:0.1783 fps:1660 +frame:5.68e+06 wall_t:3421 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.479 +2026-01-06 12:22:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3563.61 total_reward_ma:3511.53 loss:0.2254 fps:1660 +frame:5.69e+06 wall_t:3427 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.505 +2026-01-06 12:22:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3567.96 total_reward_ma:3511.97 loss:0.2504 fps:1660 +frame:5.70e+06 wall_t:3433 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.602 +2026-01-06 12:23:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3635.89 total_reward_ma:3512.34 loss:0.1558 fps:1660 +frame:5.71e+06 wall_t:3439 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.454 +2026-01-06 12:23:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3636.15 total_reward_ma:3512.09 loss:0.2809 fps:1660 +frame:5.72e+06 wall_t:3445 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.556 +2026-01-06 12:23:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3635.51 total_reward_ma:3512.47 loss:0.2777 fps:1660 +frame:5.73e+06 wall_t:3451 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.485 +2026-01-06 12:23:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3509.46 total_reward_ma:3511.48 loss:0.2567 fps:1661 +frame:5.74e+06 wall_t:3456 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.276 +2026-01-06 12:23:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3677.45 total_reward_ma:3510.62 loss:0.3607 fps:1661 +frame:5.75e+06 wall_t:3462 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.488 +2026-01-06 12:23:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3658.98 total_reward_ma:3509.74 loss:0.2002 fps:1661 +frame:5.76e+06 wall_t:3468 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.515 +2026-01-06 12:23:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3504.99 total_reward_ma:3508.22 loss:0.2425 fps:1661 +frame:5.77e+06 wall_t:3474 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.639 +2026-01-06 12:23:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3564.48 total_reward_ma:3507.04 loss:0.2428 fps:1661 +frame:5.78e+06 wall_t:3480 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.604 +2026-01-06 12:23:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3353.28 total_reward_ma:3504.09 loss:0.2399 fps:1661 +frame:5.79e+06 wall_t:3486 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.658 +2026-01-06 12:23:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3347.79 total_reward_ma:3503.22 loss:0.2163 fps:1661 +frame:5.80e+06 wall_t:3492 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.581 +2026-01-06 12:24:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3315.86 total_reward_ma:3502.89 loss:0.2064 fps:1661 +frame:5.81e+06 wall_t:3497 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.493 +2026-01-06 12:24:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3383.67 total_reward_ma:3502.13 loss:0.2796 fps:1661 +frame:5.82e+06 wall_t:3503 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.475 +2026-01-06 12:24:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3516.55 total_reward_ma:3501.78 loss:0.1902 fps:1661 +frame:5.83e+06 wall_t:3509 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.438 +2026-01-06 12:24:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3657.83 total_reward_ma:3503.97 loss:0.241 fps:1662 +frame:5.84e+06 wall_t:3514 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.473 +2026-01-06 12:24:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3614.37 total_reward_ma:3507.60 loss:0.1828 fps:1662 +frame:5.85e+06 wall_t:3520 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.473 +2026-01-06 12:24:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3682.00 total_reward_ma:3511.61 loss:0.1894 fps:1662 +frame:5.86e+06 wall_t:3526 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.687 +2026-01-06 12:24:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3645.64 total_reward_ma:3514.62 loss:0.2804 fps:1661 +frame:5.87e+06 wall_t:3533 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.505 +2026-01-06 12:24:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3598.16 total_reward_ma:3519.20 loss:0.252 fps:1661 +frame:5.88e+06 wall_t:3539 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.578 +2026-01-06 12:24:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3567.00 total_reward_ma:3523.45 loss:0.3034 fps:1662 +frame:5.89e+06 wall_t:3544 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.397 +2026-01-06 12:24:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3529.96 total_reward_ma:3525.90 loss:0.2139 fps:1662 +frame:5.90e+06 wall_t:3550 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.582 +2026-01-06 12:25:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3689.92 total_reward_ma:3529.99 loss:0.2579 fps:1662 +frame:5.91e+06 wall_t:3555 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.592 +2026-01-06 12:25:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3637.88 total_reward_ma:3532.56 loss:0.1798 fps:1662 +frame:5.92e+06 wall_t:3562 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.413 +2026-01-06 12:25:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3634.91 total_reward_ma:3536.20 loss:0.355 fps:1662 +frame:5.93e+06 wall_t:3568 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.513 +2026-01-06 12:25:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3693.24 total_reward_ma:3539.51 loss:0.2617 fps:1662 +frame:5.94e+06 wall_t:3574 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.447 +2026-01-06 12:25:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3675.45 total_reward_ma:3542.19 loss:0.2838 fps:1662 +frame:5.95e+06 wall_t:3580 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.309 +2026-01-06 12:25:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3696.84 total_reward_ma:3545.16 loss:0.2545 fps:1662 +frame:5.96e+06 wall_t:3586 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.497 +2026-01-06 12:25:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3548.37 total_reward_ma:3546.27 loss:0.1696 fps:1662 +frame:5.97e+06 wall_t:3592 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.397 +2026-01-06 12:25:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3536.68 total_reward_ma:3546.87 loss:0.2685 fps:1662 +frame:5.98e+06 wall_t:3598 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.485 +2026-01-06 12:25:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3622.05 total_reward_ma:3547.52 loss:0.2373 fps:1663 +frame:5.99e+06 wall_t:3603 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.627 +2026-01-06 12:25:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3637.40 total_reward_ma:3547.43 loss:0.1924 fps:1663 +frame:6.00e+06 wall_t:3609 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.484 +2026-01-06 12:26:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3518.96 total_reward_ma:3546.86 loss:0.1761 fps:1663 +frame:6.01e+06 wall_t:3615 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.518 +2026-01-06 12:26:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3616.47 total_reward_ma:3547.10 loss:0.2053 fps:1663 +frame:6.02e+06 wall_t:3620 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.702 +2026-01-06 12:26:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3651.04 total_reward_ma:3547.22 loss:0.2451 fps:1663 +frame:6.03e+06 wall_t:3626 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.439 +2026-01-06 12:26:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3772.23 total_reward_ma:3548.86 loss:0.2459 fps:1663 +frame:6.04e+06 wall_t:3632 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.44 +2026-01-06 12:26:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3627.29 total_reward_ma:3549.14 loss:0.2673 fps:1663 +frame:6.05e+06 wall_t:3638 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.524 +2026-01-06 12:26:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3622.62 total_reward_ma:3549.82 loss:0.1864 fps:1663 +frame:6.06e+06 wall_t:3643 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.578 +2026-01-06 12:26:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3671.79 total_reward_ma:3550.60 loss:0.316 fps:1663 +frame:6.07e+06 wall_t:3649 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.532 +2026-01-06 12:26:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3736.01 total_reward_ma:3550.91 loss:0.3897 fps:1664 +frame:6.08e+06 wall_t:3654 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.62 +2026-01-06 12:26:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3682.47 total_reward_ma:3550.61 loss:0.2914 fps:1664 +frame:6.09e+06 wall_t:3660 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.467 +2026-01-06 12:26:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3563.34 total_reward_ma:3548.23 loss:0.1701 fps:1664 +frame:6.10e+06 wall_t:3666 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.485 +2026-01-06 12:26:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3582.35 total_reward_ma:3544.03 loss:0.2413 fps:1664 +frame:6.11e+06 wall_t:3671 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.466 +2026-01-06 12:27:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3625.83 total_reward_ma:3540.21 loss:0.3162 fps:1664 +frame:6.12e+06 wall_t:3677 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.52 +2026-01-06 12:27:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3570.99 total_reward_ma:3536.74 loss:0.2592 fps:1665 +frame:6.13e+06 wall_t:3682 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.386 +2026-01-06 12:27:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3604.84 total_reward_ma:3534.13 loss:0.2146 fps:1665 +frame:6.14e+06 wall_t:3688 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.642 +2026-01-06 12:27:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3653.76 total_reward_ma:3533.90 loss:0.2001 fps:1665 +frame:6.15e+06 wall_t:3693 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.402 +2026-01-06 12:27:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3837.04 total_reward_ma:3533.53 loss:0.1612 fps:1665 +frame:6.16e+06 wall_t:3699 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.511 +2026-01-06 12:27:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3834.18 total_reward_ma:3536.21 loss:0.192 fps:1665 +frame:6.17e+06 wall_t:3705 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.49 +2026-01-06 12:27:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3827.77 total_reward_ma:3539.67 loss:0.1519 fps:1665 +frame:6.18e+06 wall_t:3712 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 12:27:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3820.41 total_reward_ma:3543.16 loss:0.199 fps:1665 +frame:6.19e+06 wall_t:3717 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.496 +2026-01-06 12:27:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3623.79 total_reward_ma:3544.01 loss:0.1914 fps:1665 +frame:6.20e+06 wall_t:3723 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.359 +2026-01-06 12:27:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3578.73 total_reward_ma:3543.80 loss:0.2683 fps:1666 +frame:6.21e+06 wall_t:3728 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.478 +2026-01-06 12:28:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3500.51 total_reward_ma:3544.64 loss:0.2551 fps:1666 +frame:6.22e+06 wall_t:3734 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.43 +2026-01-06 12:28:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3493.83 total_reward_ma:3544.52 loss:0.2298 fps:1666 +frame:6.23e+06 wall_t:3739 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.583 +2026-01-06 12:28:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3637.49 total_reward_ma:3544.63 loss:0.2159 fps:1666 +frame:6.24e+06 wall_t:3745 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.572 +2026-01-06 12:28:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3633.64 total_reward_ma:3544.15 loss:0.223 fps:1667 +frame:6.25e+06 wall_t:3749 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.526 +2026-01-06 12:28:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3664.87 total_reward_ma:3542.29 loss:0.2154 fps:1668 +frame:6.26e+06 wall_t:3754 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 12:28:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3648.93 total_reward_ma:3540.23 loss:0.1702 fps:1668 +frame:6.27e+06 wall_t:3759 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 12:28:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3411.80 total_reward_ma:3536.28 loss:0.1993 fps:1668 +frame:6.28e+06 wall_t:3764 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.503 +2026-01-06 12:28:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3323.66 total_reward_ma:3532.37 loss:0.1547 fps:1669 +frame:6.29e+06 wall_t:3769 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 12:28:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3185.53 total_reward_ma:3526.61 loss:0.2196 fps:1670 +frame:6.30e+06 wall_t:3773 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.328 +2026-01-06 12:28:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3178.83 total_reward_ma:3521.53 loss:0.1534 fps:1670 +frame:6.31e+06 wall_t:3779 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.414 +2026-01-06 12:28:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3306.84 total_reward_ma:3519.18 loss:0.2312 fps:1671 +frame:6.32e+06 wall_t:3783 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 12:28:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3355.99 total_reward_ma:3517.87 loss:0.2077 fps:1672 +frame:6.33e+06 wall_t:3787 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 12:28:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3542.93 total_reward_ma:3517.71 loss:0.2627 fps:1672 +frame:6.34e+06 wall_t:3792 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.425 +2026-01-06 12:29:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3479.09 total_reward_ma:3516.67 loss:0.2237 fps:1672 +frame:6.35e+06 wall_t:3797 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.468 +2026-01-06 12:29:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3586.61 total_reward_ma:3518.01 loss:0.2242 fps:1673 +frame:6.36e+06 wall_t:3801 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.439 +2026-01-06 12:29:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3680.45 total_reward_ma:3521.24 loss:0.2494 fps:1674 +frame:6.37e+06 wall_t:3806 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.505 +2026-01-06 12:29:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3653.97 total_reward_ma:3523.02 loss:0.2612 fps:1674 +frame:6.38e+06 wall_t:3811 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.378 +2026-01-06 12:29:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3595.40 total_reward_ma:3522.92 loss:0.1617 fps:1675 +frame:6.39e+06 wall_t:3816 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.479 +2026-01-06 12:29:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3639.06 total_reward_ma:3523.97 loss:0.1535 fps:1675 +frame:6.40e+06 wall_t:3821 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.292 +2026-01-06 12:29:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3574.96 total_reward_ma:3524.36 loss:0.1936 fps:1675 +frame:6.41e+06 wall_t:3826 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.451 +2026-01-06 12:29:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3556.97 total_reward_ma:3525.52 loss:0.293 fps:1676 +frame:6.42e+06 wall_t:3830 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.481 +2026-01-06 12:29:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3580.26 total_reward_ma:3525.84 loss:0.2042 fps:1677 +frame:6.43e+06 wall_t:3835 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.353 +2026-01-06 12:29:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3442.11 total_reward_ma:3525.38 loss:0.1944 fps:1677 +frame:6.44e+06 wall_t:3840 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.528 +2026-01-06 12:29:51 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3552.05 total_reward_ma:3527.34 loss:0.2379 fps:1678 +frame:6.45e+06 wall_t:3845 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 12:29:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3561.44 total_reward_ma:3530.99 loss:0.2336 fps:1678 +frame:6.46e+06 wall_t:3850 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.408 +2026-01-06 12:30:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3645.24 total_reward_ma:3533.53 loss:0.3304 fps:1678 +frame:6.47e+06 wall_t:3855 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.4 +2026-01-06 12:30:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3723.40 total_reward_ma:3536.41 loss:0.2355 fps:1679 +frame:6.48e+06 wall_t:3859 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.441 +2026-01-06 12:30:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3583.39 total_reward_ma:3538.58 loss:0.1486 fps:1680 +frame:6.49e+06 wall_t:3864 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.599 +2026-01-06 12:30:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3677.94 total_reward_ma:3542.01 loss:0.3637 fps:1680 +frame:6.50e+06 wall_t:3869 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.527 +2026-01-06 12:30:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3729.32 total_reward_ma:3545.46 loss:0.3097 fps:1680 +frame:6.51e+06 wall_t:3874 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.325 +2026-01-06 12:30:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3688.87 total_reward_ma:3548.76 loss:0.1974 fps:1681 +frame:6.52e+06 wall_t:3879 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.552 +2026-01-06 12:30:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3808.40 total_reward_ma:3552.90 loss:0.1468 fps:1681 +frame:6.53e+06 wall_t:3884 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.395 +2026-01-06 12:30:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3904.62 total_reward_ma:3558.77 loss:0.2305 fps:1682 +frame:6.54e+06 wall_t:3889 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.501 +2026-01-06 12:30:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3897.71 total_reward_ma:3563.43 loss:0.2686 fps:1683 +frame:6.55e+06 wall_t:3893 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.509 +2026-01-06 12:30:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3932.62 total_reward_ma:3568.83 loss:0.2406 fps:1683 +frame:6.56e+06 wall_t:3898 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.439 +2026-01-06 12:30:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3788.27 total_reward_ma:3574.20 loss:0.1922 fps:1683 +frame:6.57e+06 wall_t:3903 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.596 +2026-01-06 12:30:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3823.55 total_reward_ma:3579.66 loss:0.2256 fps:1684 +frame:6.58e+06 wall_t:3907 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.494 +2026-01-06 12:30:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3691.64 total_reward_ma:3584.23 loss:0.261 fps:1685 +frame:6.59e+06 wall_t:3911 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 12:31:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3589.39 total_reward_ma:3586.73 loss:0.3712 fps:1685 +frame:6.60e+06 wall_t:3916 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.48 +2026-01-06 12:31:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3631.79 total_reward_ma:3589.61 loss:0.2353 fps:1686 +frame:6.61e+06 wall_t:3921 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.56 +2026-01-06 12:31:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3504.58 total_reward_ma:3591.95 loss:0.2745 fps:1686 +frame:6.62e+06 wall_t:3926 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.567 +2026-01-06 12:31:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3536.48 total_reward_ma:3593.98 loss:0.2558 fps:1687 +frame:6.63e+06 wall_t:3931 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.601 +2026-01-06 12:31:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3460.42 total_reward_ma:3594.28 loss:0.1904 fps:1687 +frame:6.64e+06 wall_t:3936 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.606 +2026-01-06 12:31:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3464.77 total_reward_ma:3595.43 loss:0.1778 fps:1687 +frame:6.65e+06 wall_t:3941 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 12:31:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3335.76 total_reward_ma:3596.40 loss:0.1538 fps:1688 +frame:6.66e+06 wall_t:3945 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.598 +2026-01-06 12:31:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3412.99 total_reward_ma:3597.29 loss:0.1875 fps:1689 +frame:6.67e+06 wall_t:3950 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.595 +2026-01-06 12:31:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3383.45 total_reward_ma:3595.63 loss:0.182 fps:1689 +frame:6.68e+06 wall_t:3955 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.644 +2026-01-06 12:31:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3376.24 total_reward_ma:3593.76 loss:0.2053 fps:1690 +frame:6.69e+06 wall_t:3959 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.594 +2026-01-06 12:31:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3283.38 total_reward_ma:3590.91 loss:0.2339 fps:1690 +frame:6.70e+06 wall_t:3964 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.664 +2026-01-06 12:31:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3349.65 total_reward_ma:3588.05 loss:0.1974 fps:1691 +frame:6.71e+06 wall_t:3969 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.592 +2026-01-06 12:32:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3415.51 total_reward_ma:3585.84 loss:0.1922 fps:1691 +frame:6.72e+06 wall_t:3974 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.648 +2026-01-06 12:32:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3434.77 total_reward_ma:3583.83 loss:0.2507 fps:1692 +frame:6.73e+06 wall_t:3978 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.522 +2026-01-06 12:32:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3495.94 total_reward_ma:3583.70 loss:0.1708 fps:1692 +frame:6.74e+06 wall_t:3983 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.63 +2026-01-06 12:32:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3645.49 total_reward_ma:3583.38 loss:0.4023 fps:1693 +frame:6.75e+06 wall_t:3987 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.453 +2026-01-06 12:32:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3703.89 total_reward_ma:3583.83 loss:0.275 fps:1693 +frame:6.76e+06 wall_t:3992 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.507 +2026-01-06 12:32:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3707.11 total_reward_ma:3585.85 loss:0.1366 fps:1694 +frame:6.77e+06 wall_t:3996 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.633 +2026-01-06 12:32:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3618.83 total_reward_ma:3586.39 loss:0.3114 fps:1695 +frame:6.78e+06 wall_t:4001 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 12:32:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3495.41 total_reward_ma:3587.82 loss:0.1432 fps:1695 +frame:6.79e+06 wall_t:4006 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.604 +2026-01-06 12:32:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3471.52 total_reward_ma:3589.05 loss:0.1414 fps:1696 +frame:6.80e+06 wall_t:4010 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.508 +2026-01-06 12:32:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3428.54 total_reward_ma:3590.18 loss:0.2736 fps:1696 +frame:6.81e+06 wall_t:4015 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.636 +2026-01-06 12:32:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3489.27 total_reward_ma:3591.24 loss:0.265 fps:1697 +frame:6.82e+06 wall_t:4020 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.456 +2026-01-06 12:32:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3555.41 total_reward_ma:3591.62 loss:0.2482 fps:1697 +frame:6.83e+06 wall_t:4024 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.42 +2026-01-06 12:32:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3589.73 total_reward_ma:3590.94 loss:0.2241 fps:1698 +frame:6.84e+06 wall_t:4029 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.588 +2026-01-06 12:33:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3683.68 total_reward_ma:3591.64 loss:0.1884 fps:1698 +frame:6.85e+06 wall_t:4034 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.604 +2026-01-06 12:33:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3636.83 total_reward_ma:3591.18 loss:0.1798 fps:1699 +frame:6.86e+06 wall_t:4038 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.572 +2026-01-06 12:33:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3590.84 total_reward_ma:3590.64 loss:0.1983 fps:1699 +frame:6.87e+06 wall_t:4043 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.601 +2026-01-06 12:33:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3388.26 total_reward_ma:3588.54 loss:0.1675 fps:1700 +frame:6.88e+06 wall_t:4048 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.577 +2026-01-06 12:33:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3330.67 total_reward_ma:3586.17 loss:0.1858 fps:1700 +frame:6.89e+06 wall_t:4053 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.432 +2026-01-06 12:33:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3446.79 total_reward_ma:3585.34 loss:0.1881 fps:1700 +frame:6.90e+06 wall_t:4058 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.568 +2026-01-06 12:33:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3477.79 total_reward_ma:3583.22 loss:0.2672 fps:1701 +frame:6.91e+06 wall_t:4063 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.606 +2026-01-06 12:33:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3586.24 total_reward_ma:3582.70 loss:0.2526 fps:1701 +frame:6.92e+06 wall_t:4067 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.632 +2026-01-06 12:33:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3605.89 total_reward_ma:3582.41 loss:0.2039 fps:1702 +frame:6.93e+06 wall_t:4072 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.574 +2026-01-06 12:33:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3701.60 total_reward_ma:3582.50 loss:0.1325 fps:1702 +frame:6.94e+06 wall_t:4077 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.599 +2026-01-06 12:33:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3778.80 total_reward_ma:3583.53 loss:0.2088 fps:1703 +frame:6.95e+06 wall_t:4082 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.597 +2026-01-06 12:33:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3639.53 total_reward_ma:3582.96 loss:0.2199 fps:1703 +frame:6.96e+06 wall_t:4087 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.563 +2026-01-06 12:33:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3543.15 total_reward_ma:3582.91 loss:0.226 fps:1703 +frame:6.97e+06 wall_t:4092 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.478 +2026-01-06 12:34:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3561.06 total_reward_ma:3583.15 loss:0.2612 fps:1704 +frame:6.98e+06 wall_t:4097 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.507 +2026-01-06 12:34:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3562.76 total_reward_ma:3582.56 loss:0.1563 fps:1704 +frame:6.99e+06 wall_t:4102 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.647 +2026-01-06 12:34:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3591.71 total_reward_ma:3582.10 loss:0.1943 fps:1704 +frame:7.00e+06 wall_t:4107 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.542 +2026-01-06 12:34:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3634.39 total_reward_ma:3583.25 loss:0.1901 fps:1705 +frame:7.01e+06 wall_t:4112 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.521 +2026-01-06 12:34:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3711.91 total_reward_ma:3584.21 loss:0.2509 fps:1705 +frame:7.02e+06 wall_t:4117 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.63 +2026-01-06 12:34:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3730.38 total_reward_ma:3585.00 loss:0.1678 fps:1705 +frame:7.03e+06 wall_t:4122 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.556 +2026-01-06 12:34:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3754.24 total_reward_ma:3584.82 loss:0.3001 fps:1706 +frame:7.04e+06 wall_t:4127 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.682 +2026-01-06 12:34:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3727.08 total_reward_ma:3585.82 loss:0.2502 fps:1706 +frame:7.05e+06 wall_t:4132 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.461 +2026-01-06 12:34:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3412.08 total_reward_ma:3583.72 loss:0.2748 fps:1707 +frame:7.06e+06 wall_t:4136 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.513 +2026-01-06 12:34:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3454.51 total_reward_ma:3581.54 loss:0.2162 fps:1707 +frame:7.07e+06 wall_t:4141 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.385 +2026-01-06 12:34:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3294.29 total_reward_ma:3577.12 loss:0.2259 fps:1708 +frame:7.08e+06 wall_t:4146 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.457 +2026-01-06 12:34:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3282.80 total_reward_ma:3573.13 loss:0.2896 fps:1708 +frame:7.09e+06 wall_t:4151 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.535 +2026-01-06 12:35:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3266.87 total_reward_ma:3570.16 loss:0.2636 fps:1708 +frame:7.10e+06 wall_t:4156 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.587 +2026-01-06 12:35:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3393.06 total_reward_ma:3568.27 loss:0.2457 fps:1709 +frame:7.11e+06 wall_t:4161 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.521 +2026-01-06 12:35:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3470.06 total_reward_ma:3566.71 loss:0.1938 fps:1709 +frame:7.12e+06 wall_t:4166 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.468 +2026-01-06 12:35:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3363.38 total_reward_ma:3564.64 loss:0.2332 fps:1709 +frame:7.13e+06 wall_t:4171 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.511 +2026-01-06 12:35:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3599.46 total_reward_ma:3564.58 loss:0.2794 fps:1710 +frame:7.14e+06 wall_t:4175 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.515 +2026-01-06 12:35:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3539.10 total_reward_ma:3563.44 loss:0.2659 fps:1711 +frame:7.15e+06 wall_t:4180 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.611 +2026-01-06 12:35:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3603.79 total_reward_ma:3561.10 loss:0.1471 fps:1711 +frame:7.16e+06 wall_t:4185 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.54 +2026-01-06 12:35:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3573.89 total_reward_ma:3558.50 loss:0.2754 fps:1712 +frame:7.17e+06 wall_t:4189 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.616 +2026-01-06 12:35:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3696.02 total_reward_ma:3557.18 loss:0.148 fps:1712 +frame:7.18e+06 wall_t:4194 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.618 +2026-01-06 12:35:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3583.27 total_reward_ma:3554.81 loss:0.1647 fps:1712 +frame:7.19e+06 wall_t:4199 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.65 +2026-01-06 12:35:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3309.88 total_reward_ma:3551.67 loss:0.2277 fps:1713 +frame:7.20e+06 wall_t:4204 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.549 +2026-01-06 12:35:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3377.82 total_reward_ma:3549.66 loss:0.2553 fps:1713 +frame:7.21e+06 wall_t:4208 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.656 +2026-01-06 12:35:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3308.13 total_reward_ma:3547.74 loss:0.2016 fps:1714 +frame:7.22e+06 wall_t:4213 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.613 +2026-01-06 12:36:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3277.00 total_reward_ma:3545.57 loss:0.3196 fps:1714 +frame:7.23e+06 wall_t:4218 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.681 +2026-01-06 12:36:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3235.37 total_reward_ma:3541.55 loss:0.1222 fps:1714 +frame:7.24e+06 wall_t:4223 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.557 +2026-01-06 12:36:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3345.02 total_reward_ma:3538.66 loss:0.1786 fps:1715 +frame:7.25e+06 wall_t:4228 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.544 +2026-01-06 12:36:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3639.51 total_reward_ma:3538.41 loss:0.2221 fps:1716 +frame:7.26e+06 wall_t:4232 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.578 +2026-01-06 12:36:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3761.30 total_reward_ma:3539.53 loss:0.2002 fps:1716 +frame:7.27e+06 wall_t:4237 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 12:36:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3847.70 total_reward_ma:3543.89 loss:0.2729 fps:1716 +frame:7.28e+06 wall_t:4242 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.543 +2026-01-06 12:36:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3828.02 total_reward_ma:3548.94 loss:0.3164 fps:1717 +frame:7.29e+06 wall_t:4247 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.545 +2026-01-06 12:36:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3944.25 total_reward_ma:3556.52 loss:0.2083 fps:1717 +frame:7.30e+06 wall_t:4251 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.603 +2026-01-06 12:36:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3785.61 total_reward_ma:3562.59 loss:0.1518 fps:1718 +frame:7.31e+06 wall_t:4256 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 12:36:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3645.45 total_reward_ma:3565.98 loss:0.2318 fps:1718 +frame:7.32e+06 wall_t:4261 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.511 +2026-01-06 12:36:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3675.45 total_reward_ma:3569.17 loss:0.2349 fps:1718 +frame:7.33e+06 wall_t:4266 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.505 +2026-01-06 12:36:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3679.92 total_reward_ma:3570.54 loss:0.2413 fps:1719 +frame:7.34e+06 wall_t:4270 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.524 +2026-01-06 12:37:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3574.14 total_reward_ma:3571.49 loss:0.1575 fps:1719 +frame:7.35e+06 wall_t:4275 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.588 +2026-01-06 12:37:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3589.76 total_reward_ma:3571.52 loss:0.2075 fps:1720 +frame:7.36e+06 wall_t:4280 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.527 +2026-01-06 12:37:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3614.92 total_reward_ma:3570.87 loss:0.2265 fps:1720 +frame:7.37e+06 wall_t:4284 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.431 +2026-01-06 12:37:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3649.35 total_reward_ma:3570.82 loss:0.219 fps:1721 +frame:7.38e+06 wall_t:4289 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.469 +2026-01-06 12:37:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3641.81 total_reward_ma:3571.29 loss:0.1982 fps:1721 +frame:7.39e+06 wall_t:4294 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.521 +2026-01-06 12:37:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3553.92 total_reward_ma:3570.44 loss:0.2796 fps:1722 +frame:7.40e+06 wall_t:4298 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.495 +2026-01-06 12:37:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3674.57 total_reward_ma:3571.43 loss:0.2484 fps:1722 +frame:7.41e+06 wall_t:4303 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.548 +2026-01-06 12:37:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3589.26 total_reward_ma:3571.75 loss:0.2017 fps:1722 +frame:7.42e+06 wall_t:4308 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.586 +2026-01-06 12:37:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3537.83 total_reward_ma:3571.33 loss:0.2117 fps:1723 +frame:7.43e+06 wall_t:4312 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.471 +2026-01-06 12:37:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3429.38 total_reward_ma:3571.20 loss:0.2234 fps:1723 +frame:7.44e+06 wall_t:4317 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.444 +2026-01-06 12:37:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3541.13 total_reward_ma:3571.09 loss:0.1778 fps:1724 +frame:7.45e+06 wall_t:4322 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.545 +2026-01-06 12:37:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3611.68 total_reward_ma:3571.60 loss:0.1259 fps:1724 +frame:7.46e+06 wall_t:4327 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.439 +2026-01-06 12:37:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3527.80 total_reward_ma:3570.42 loss:0.287 fps:1724 +frame:7.47e+06 wall_t:4332 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.415 +2026-01-06 12:38:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3613.65 total_reward_ma:3569.32 loss:0.1808 fps:1725 +frame:7.48e+06 wall_t:4336 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.569 +2026-01-06 12:38:07 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3687.30 total_reward_ma:3570.36 loss:0.2464 fps:1725 +frame:7.49e+06 wall_t:4341 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.661 +2026-01-06 12:38:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3782.51 total_reward_ma:3571.41 loss:0.1699 fps:1726 +frame:7.50e+06 wall_t:4346 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.55 +2026-01-06 12:38:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3587.40 total_reward_ma:3569.99 loss:0.1972 fps:1726 +frame:7.51e+06 wall_t:4350 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.547 +2026-01-06 12:38:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3607.53 total_reward_ma:3569.18 loss:0.2548 fps:1727 +frame:7.52e+06 wall_t:4355 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.524 +2026-01-06 12:38:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3497.82 total_reward_ma:3566.07 loss:0.2804 fps:1727 +frame:7.53e+06 wall_t:4360 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.551 +2026-01-06 12:38:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3582.77 total_reward_ma:3562.85 loss:0.2591 fps:1727 +frame:7.54e+06 wall_t:4365 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.535 +2026-01-06 12:38:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3540.57 total_reward_ma:3559.28 loss:0.2571 fps:1728 +frame:7.55e+06 wall_t:4369 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.63 +2026-01-06 12:38:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3554.25 total_reward_ma:3555.50 loss:0.1596 fps:1728 +frame:7.56e+06 wall_t:4374 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.541 +2026-01-06 12:38:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3468.31 total_reward_ma:3552.30 loss:0.1998 fps:1729 +frame:7.57e+06 wall_t:4378 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.497 +2026-01-06 12:38:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3564.54 total_reward_ma:3549.71 loss:0.2159 fps:1729 +frame:7.58e+06 wall_t:4383 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.723 +2026-01-06 12:38:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3586.48 total_reward_ma:3548.66 loss:0.2012 fps:1729 +frame:7.59e+06 wall_t:4389 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.499 +2026-01-06 12:38:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3529.47 total_reward_ma:3548.06 loss:0.131 fps:1730 +frame:7.60e+06 wall_t:4393 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.559 +2026-01-06 12:39:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3627.41 total_reward_ma:3548.01 loss:0.1823 fps:1730 +frame:7.61e+06 wall_t:4398 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.686 +2026-01-06 12:39:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3608.63 total_reward_ma:3549.05 loss:0.2088 fps:1731 +frame:7.62e+06 wall_t:4403 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.539 +2026-01-06 12:39:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3775.48 total_reward_ma:3551.44 loss:0.2635 fps:1731 +frame:7.63e+06 wall_t:4408 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.575 +2026-01-06 12:39:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3636.95 total_reward_ma:3553.21 loss:0.223 fps:1731 +frame:7.64e+06 wall_t:4413 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.451 +2026-01-06 12:39:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3553.69 total_reward_ma:3554.10 loss:0.1722 fps:1732 +frame:7.65e+06 wall_t:4418 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 12:39:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3699.12 total_reward_ma:3557.73 loss:0.3418 fps:1732 +frame:7.66e+06 wall_t:4423 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.487 +2026-01-06 12:39:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3609.32 total_reward_ma:3559.69 loss:0.2629 fps:1732 +frame:7.67e+06 wall_t:4428 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.598 +2026-01-06 12:39:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3744.79 total_reward_ma:3563.31 loss:0.2928 fps:1732 +frame:7.68e+06 wall_t:4433 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.539 +2026-01-06 12:39:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3778.12 total_reward_ma:3567.33 loss:0.2154 fps:1733 +frame:7.69e+06 wall_t:4438 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.593 +2026-01-06 12:39:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3706.20 total_reward_ma:3571.56 loss:0.2051 fps:1733 +frame:7.70e+06 wall_t:4442 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.398 +2026-01-06 12:39:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3689.85 total_reward_ma:3574.96 loss:0.2901 fps:1734 +frame:7.71e+06 wall_t:4447 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 12:39:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3524.07 total_reward_ma:3576.04 loss:0.2387 fps:1734 +frame:7.72e+06 wall_t:4452 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.511 +2026-01-06 12:40:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3818.27 total_reward_ma:3579.88 loss:0.2245 fps:1734 +frame:7.73e+06 wall_t:4457 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.529 +2026-01-06 12:40:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3803.28 total_reward_ma:3582.95 loss:0.2599 fps:1735 +frame:7.74e+06 wall_t:4462 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.577 +2026-01-06 12:40:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3819.15 total_reward_ma:3584.69 loss:0.286 fps:1735 +frame:7.75e+06 wall_t:4466 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.427 +2026-01-06 12:40:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3809.60 total_reward_ma:3585.75 loss:0.1598 fps:1736 +frame:7.76e+06 wall_t:4471 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.604 +2026-01-06 12:40:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3869.11 total_reward_ma:3587.37 loss:0.2141 fps:1736 +frame:7.77e+06 wall_t:4475 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.565 +2026-01-06 12:40:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3990.79 total_reward_ma:3591.08 loss:0.2119 fps:1737 +frame:7.78e+06 wall_t:4480 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.647 +2026-01-06 12:40:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3678.50 total_reward_ma:3592.92 loss:0.2495 fps:1737 +frame:7.79e+06 wall_t:4485 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.481 +2026-01-06 12:40:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3653.44 total_reward_ma:3594.74 loss:0.2872 fps:1737 +frame:7.80e+06 wall_t:4490 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.467 +2026-01-06 12:40:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3591.06 total_reward_ma:3596.36 loss:0.2423 fps:1737 +frame:7.81e+06 wall_t:4495 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.558 +2026-01-06 12:40:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3643.82 total_reward_ma:3597.91 loss:0.233 fps:1738 +frame:7.82e+06 wall_t:4500 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.493 +2026-01-06 12:40:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3568.87 total_reward_ma:3598.04 loss:0.2769 fps:1738 +frame:7.83e+06 wall_t:4506 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.515 +2026-01-06 12:40:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3773.62 total_reward_ma:3599.88 loss:0.3676 fps:1738 +frame:7.84e+06 wall_t:4511 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.591 +2026-01-06 12:41:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3964.85 total_reward_ma:3602.69 loss:0.1389 fps:1738 +frame:7.85e+06 wall_t:4516 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.576 +2026-01-06 12:41:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3983.19 total_reward_ma:3606.15 loss:0.1446 fps:1739 +frame:7.86e+06 wall_t:4520 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.488 +2026-01-06 12:41:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4036.27 total_reward_ma:3610.61 loss:0.2621 fps:1739 +frame:7.87e+06 wall_t:4525 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.526 +2026-01-06 12:41:15 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3930.23 total_reward_ma:3616.03 loss:0.2498 fps:1740 +frame:7.88e+06 wall_t:4529 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.451 +2026-01-06 12:41:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3989.43 total_reward_ma:3622.62 loss:0.2351 fps:1740 +frame:7.89e+06 wall_t:4534 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.497 +2026-01-06 12:41:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3866.77 total_reward_ma:3626.82 loss:0.3614 fps:1740 +frame:7.90e+06 wall_t:4539 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.539 +2026-01-06 12:41:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3761.87 total_reward_ma:3629.66 loss:0.2275 fps:1741 +frame:7.91e+06 wall_t:4543 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.585 +2026-01-06 12:41:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3664.80 total_reward_ma:3630.44 loss:0.2355 fps:1741 +frame:7.92e+06 wall_t:4548 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.5 +2026-01-06 12:41:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3709.06 total_reward_ma:3631.47 loss:0.3214 fps:1742 +frame:7.93e+06 wall_t:4553 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.505 +2026-01-06 12:41:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3715.30 total_reward_ma:3631.61 loss:0.213 fps:1742 +frame:7.94e+06 wall_t:4558 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 12:41:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3715.20 total_reward_ma:3630.98 loss:0.1984 fps:1742 +frame:7.95e+06 wall_t:4563 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.637 +2026-01-06 12:41:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3469.36 total_reward_ma:3629.27 loss:0.1511 fps:1743 +frame:7.96e+06 wall_t:4568 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.472 +2026-01-06 12:41:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3470.93 total_reward_ma:3628.55 loss:0.2316 fps:1743 +frame:7.97e+06 wall_t:4573 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.648 +2026-01-06 12:42:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3463.44 total_reward_ma:3627.57 loss:0.1698 fps:1744 +frame:7.98e+06 wall_t:4577 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.595 +2026-01-06 12:42:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3579.33 total_reward_ma:3627.74 loss:0.2703 fps:1744 +frame:7.99e+06 wall_t:4582 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.639 +2026-01-06 12:42:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3605.52 total_reward_ma:3627.88 loss:0.2843 fps:1744 +frame:8.00e+06 wall_t:4587 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.579 +2026-01-06 12:42:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3501.58 total_reward_ma:3626.55 loss:0.2839 fps:1744 +frame:8.01e+06 wall_t:4592 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.549 +2026-01-06 12:42:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3657.15 total_reward_ma:3626.00 loss:0.2136 fps:1744 +frame:8.02e+06 wall_t:4598 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.561 +2026-01-06 12:42:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3777.78 total_reward_ma:3626.48 loss:0.1733 fps:1745 +frame:8.03e+06 wall_t:4602 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.468 +2026-01-06 12:42:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3759.37 total_reward_ma:3626.53 loss:0.2263 fps:1745 +frame:8.04e+06 wall_t:4607 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.663 +2026-01-06 12:42:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3563.05 total_reward_ma:3624.89 loss:0.2607 fps:1745 +frame:8.05e+06 wall_t:4612 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 12:42:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3596.47 total_reward_ma:3626.73 loss:0.2496 fps:1746 +frame:8.06e+06 wall_t:4617 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.47 +2026-01-06 12:42:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3653.47 total_reward_ma:3628.72 loss:0.1693 fps:1746 +frame:8.07e+06 wall_t:4622 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.529 +2026-01-06 12:42:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3585.26 total_reward_ma:3631.63 loss:0.2184 fps:1747 +frame:8.08e+06 wall_t:4626 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.483 +2026-01-06 12:42:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3643.05 total_reward_ma:3635.23 loss:0.2126 fps:1747 +frame:8.09e+06 wall_t:4631 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.609 +2026-01-06 12:43:02 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3836.77 total_reward_ma:3640.93 loss:0.1961 fps:1747 +frame:8.10e+06 wall_t:4636 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.309 +2026-01-06 12:43:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3976.51 total_reward_ma:3646.77 loss:0.1755 fps:1748 +frame:8.11e+06 wall_t:4640 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.443 +2026-01-06 12:43:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3965.63 total_reward_ma:3651.72 loss:0.166 fps:1748 +frame:8.12e+06 wall_t:4645 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.517 +2026-01-06 12:43:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3889.75 total_reward_ma:3656.99 loss:0.2528 fps:1748 +frame:8.13e+06 wall_t:4651 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.461 +2026-01-06 12:43:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4076.88 total_reward_ma:3661.76 loss:0.2968 fps:1748 +frame:8.14e+06 wall_t:4656 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 12:43:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3972.33 total_reward_ma:3666.09 loss:0.2591 fps:1749 +frame:8.15e+06 wall_t:4661 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 12:43:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3638.64 total_reward_ma:3666.44 loss:0.2147 fps:1749 +frame:8.16e+06 wall_t:4665 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.492 +2026-01-06 12:43:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3666.62 total_reward_ma:3667.37 loss:0.1829 fps:1749 +frame:8.17e+06 wall_t:4670 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.589 +2026-01-06 12:43:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3603.41 total_reward_ma:3666.44 loss:0.2175 fps:1750 +frame:8.18e+06 wall_t:4675 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.433 +2026-01-06 12:43:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3591.73 total_reward_ma:3666.53 loss:0.2392 fps:1750 +frame:8.19e+06 wall_t:4679 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.549 +2026-01-06 12:43:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3806.54 total_reward_ma:3671.49 loss:0.3084 fps:1751 +frame:8.20e+06 wall_t:4684 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.389 +2026-01-06 12:43:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3755.65 total_reward_ma:3675.27 loss:0.2174 fps:1751 +frame:8.21e+06 wall_t:4689 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.507 +2026-01-06 12:44:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3843.54 total_reward_ma:3680.63 loss:0.2919 fps:1751 +frame:8.22e+06 wall_t:4694 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.464 +2026-01-06 12:44:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3855.47 total_reward_ma:3686.41 loss:0.2268 fps:1752 +frame:8.23e+06 wall_t:4698 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.536 +2026-01-06 12:44:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3810.00 total_reward_ma:3692.16 loss:0.19 fps:1752 +frame:8.24e+06 wall_t:4703 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.583 +2026-01-06 12:44:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3755.66 total_reward_ma:3696.26 loss:0.2629 fps:1752 +frame:8.25e+06 wall_t:4708 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 12:44:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3424.23 total_reward_ma:3694.11 loss:0.2464 fps:1753 +frame:8.26e+06 wall_t:4713 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.406 +2026-01-06 12:44:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3334.31 total_reward_ma:3689.84 loss:0.2474 fps:1753 +frame:8.27e+06 wall_t:4718 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.42 +2026-01-06 12:44:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3441.01 total_reward_ma:3685.77 loss:0.2512 fps:1753 +frame:8.28e+06 wall_t:4723 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.473 +2026-01-06 12:44:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3512.50 total_reward_ma:3682.62 loss:0.1557 fps:1753 +frame:8.29e+06 wall_t:4728 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 12:44:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3732.70 total_reward_ma:3680.50 loss:0.193 fps:1754 +frame:8.30e+06 wall_t:4733 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.545 +2026-01-06 12:44:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3664.25 total_reward_ma:3679.29 loss:0.2031 fps:1754 +frame:8.31e+06 wall_t:4738 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 12:44:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3709.46 total_reward_ma:3679.93 loss:0.1484 fps:1754 +frame:8.32e+06 wall_t:4743 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.491 +2026-01-06 12:44:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3869.87 total_reward_ma:3681.87 loss:0.1912 fps:1754 +frame:8.33e+06 wall_t:4748 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.451 +2026-01-06 12:44:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3864.72 total_reward_ma:3683.72 loss:0.2429 fps:1755 +frame:8.34e+06 wall_t:4753 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.329 +2026-01-06 12:45:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3815.80 total_reward_ma:3686.14 loss:0.2281 fps:1755 +frame:8.35e+06 wall_t:4758 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.334 +2026-01-06 12:45:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3717.22 total_reward_ma:3687.41 loss:0.2355 fps:1755 +frame:8.36e+06 wall_t:4763 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.414 +2026-01-06 12:45:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3684.25 total_reward_ma:3688.11 loss:0.3124 fps:1756 +frame:8.37e+06 wall_t:4767 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.467 +2026-01-06 12:45:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3724.63 total_reward_ma:3688.86 loss:0.1668 fps:1756 +frame:8.38e+06 wall_t:4772 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.471 +2026-01-06 12:45:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3715.76 total_reward_ma:3689.60 loss:0.1999 fps:1756 +frame:8.39e+06 wall_t:4777 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 12:45:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3823.14 total_reward_ma:3692.29 loss:0.1886 fps:1757 +frame:8.40e+06 wall_t:4781 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.373 +2026-01-06 12:45:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3712.45 total_reward_ma:3692.67 loss:0.2409 fps:1757 +frame:8.41e+06 wall_t:4786 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.424 +2026-01-06 12:45:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3937.22 total_reward_ma:3696.15 loss:0.2381 fps:1757 +frame:8.42e+06 wall_t:4791 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.368 +2026-01-06 12:45:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3949.83 total_reward_ma:3700.27 loss:0.3672 fps:1758 +frame:8.43e+06 wall_t:4796 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.412 +2026-01-06 12:45:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3841.31 total_reward_ma:3704.39 loss:0.3391 fps:1758 +frame:8.44e+06 wall_t:4801 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.424 +2026-01-06 12:45:51 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3663.45 total_reward_ma:3705.61 loss:0.2136 fps:1759 +frame:8.45e+06 wall_t:4805 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.425 +2026-01-06 12:45:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3641.23 total_reward_ma:3705.91 loss:0.3305 fps:1759 +frame:8.46e+06 wall_t:4810 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.42 +2026-01-06 12:46:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3755.20 total_reward_ma:3708.18 loss:0.2258 fps:1759 +frame:8.47e+06 wall_t:4815 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.438 +2026-01-06 12:46:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3496.17 total_reward_ma:3707.01 loss:0.2206 fps:1759 +frame:8.48e+06 wall_t:4820 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.285 +2026-01-06 12:46:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3524.78 total_reward_ma:3705.38 loss:0.2028 fps:1760 +frame:8.49e+06 wall_t:4825 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 12:46:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3629.35 total_reward_ma:3703.85 loss:0.2569 fps:1760 +frame:8.50e+06 wall_t:4830 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.468 +2026-01-06 12:46:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3905.87 total_reward_ma:3707.03 loss:0.1878 fps:1760 +frame:8.51e+06 wall_t:4834 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.316 +2026-01-06 12:46:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3949.65 total_reward_ma:3710.46 loss:0.1896 fps:1761 +frame:8.52e+06 wall_t:4839 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.425 +2026-01-06 12:46:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3884.28 total_reward_ma:3714.32 loss:0.2774 fps:1761 +frame:8.53e+06 wall_t:4844 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.288 +2026-01-06 12:46:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3892.48 total_reward_ma:3717.42 loss:0.186 fps:1762 +frame:8.54e+06 wall_t:4848 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 12:46:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3938.18 total_reward_ma:3721.39 loss:0.2085 fps:1762 +frame:8.55e+06 wall_t:4853 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.313 +2026-01-06 12:46:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3689.85 total_reward_ma:3722.75 loss:0.1262 fps:1762 +frame:8.56e+06 wall_t:4858 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.273 +2026-01-06 12:46:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3723.15 total_reward_ma:3725.30 loss:0.2762 fps:1762 +frame:8.57e+06 wall_t:4863 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 12:46:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3695.45 total_reward_ma:3726.61 loss:0.2569 fps:1763 +frame:8.58e+06 wall_t:4868 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.288 +2026-01-06 12:46:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3639.74 total_reward_ma:3727.14 loss:0.1971 fps:1763 +frame:8.59e+06 wall_t:4873 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 12:47:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3730.01 total_reward_ma:3729.15 loss:0.2216 fps:1763 +frame:8.60e+06 wall_t:4878 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.363 +2026-01-06 12:47:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3712.93 total_reward_ma:3730.00 loss:0.2381 fps:1763 +frame:8.61e+06 wall_t:4883 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.377 +2026-01-06 12:47:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3895.39 total_reward_ma:3732.87 loss:0.23 fps:1764 +frame:8.62e+06 wall_t:4888 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 12:47:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3727.03 total_reward_ma:3732.38 loss:0.2252 fps:1764 +frame:8.63e+06 wall_t:4892 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.337 +2026-01-06 12:47:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3578.28 total_reward_ma:3731.80 loss:0.1504 fps:1764 +frame:8.64e+06 wall_t:4897 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.296 +2026-01-06 12:47:28 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3608.63 total_reward_ma:3732.35 loss:0.2157 fps:1765 +frame:8.65e+06 wall_t:4902 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.341 +2026-01-06 12:47:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3569.09 total_reward_ma:3731.05 loss:0.2563 fps:1765 +frame:8.66e+06 wall_t:4907 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 12:47:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3461.12 total_reward_ma:3729.56 loss:0.2351 fps:1765 +frame:8.67e+06 wall_t:4912 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.385 +2026-01-06 12:47:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3551.96 total_reward_ma:3727.64 loss:0.2968 fps:1765 +frame:8.68e+06 wall_t:4917 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.356 +2026-01-06 12:47:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3723.89 total_reward_ma:3727.09 loss:0.2387 fps:1766 +frame:8.69e+06 wall_t:4922 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.33 +2026-01-06 12:47:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3597.12 total_reward_ma:3726.00 loss:0.2058 fps:1766 +frame:8.70e+06 wall_t:4927 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.346 +2026-01-06 12:47:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3615.22 total_reward_ma:3725.26 loss:0.2171 fps:1766 +frame:8.71e+06 wall_t:4932 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.403 +2026-01-06 12:48:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3642.47 total_reward_ma:3726.44 loss:0.2677 fps:1766 +frame:8.72e+06 wall_t:4937 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.351 +2026-01-06 12:48:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3814.91 total_reward_ma:3726.41 loss:0.249 fps:1766 +frame:8.73e+06 wall_t:4942 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.339 +2026-01-06 12:48:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3730.16 total_reward_ma:3725.68 loss:0.2142 fps:1767 +frame:8.74e+06 wall_t:4947 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 12:48:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3938.21 total_reward_ma:3726.87 loss:0.3233 fps:1767 +frame:8.75e+06 wall_t:4951 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.375 +2026-01-06 12:48:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3960.70 total_reward_ma:3728.38 loss:0.1925 fps:1767 +frame:8.76e+06 wall_t:4957 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 12:48:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4133.65 total_reward_ma:3731.02 loss:0.1806 fps:1768 +frame:8.77e+06 wall_t:4961 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.51 +2026-01-06 12:48:32 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4073.17 total_reward_ma:3731.85 loss:0.2886 fps:1768 +frame:8.78e+06 wall_t:4966 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.416 +2026-01-06 12:48:37 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3958.94 total_reward_ma:3734.65 loss:0.1652 fps:1768 +frame:8.79e+06 wall_t:4971 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.39 +2026-01-06 12:48:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4079.76 total_reward_ma:3738.91 loss:0.2872 fps:1768 +frame:8.80e+06 wall_t:4976 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.328 +2026-01-06 12:48:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3887.82 total_reward_ma:3741.88 loss:0.2199 fps:1769 +frame:8.81e+06 wall_t:4981 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 12:48:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3899.99 total_reward_ma:3744.44 loss:0.1755 fps:1769 +frame:8.82e+06 wall_t:4985 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 12:48:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3871.91 total_reward_ma:3747.47 loss:0.1821 fps:1770 +frame:8.83e+06 wall_t:4990 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.385 +2026-01-06 12:49:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3814.63 total_reward_ma:3747.88 loss:0.2876 fps:1770 +frame:8.84e+06 wall_t:4995 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.344 +2026-01-06 12:49:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3934.30 total_reward_ma:3747.58 loss:0.2078 fps:1770 +frame:8.85e+06 wall_t:5000 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.38 +2026-01-06 12:49:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3686.34 total_reward_ma:3744.61 loss:0.2609 fps:1770 +frame:8.86e+06 wall_t:5005 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 12:49:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3671.07 total_reward_ma:3740.96 loss:0.195 fps:1770 +frame:8.87e+06 wall_t:5010 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.46 +2026-01-06 12:49:20 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3701.31 total_reward_ma:3738.67 loss:0.178 fps:1771 +frame:8.88e+06 wall_t:5014 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.468 +2026-01-06 12:49:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3747.41 total_reward_ma:3736.25 loss:0.1949 fps:1771 +frame:8.89e+06 wall_t:5019 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.381 +2026-01-06 12:49:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3851.85 total_reward_ma:3736.10 loss:0.2046 fps:1771 +frame:8.90e+06 wall_t:5024 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.555 +2026-01-06 12:49:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3817.82 total_reward_ma:3736.66 loss:0.2105 fps:1772 +frame:8.91e+06 wall_t:5029 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.457 +2026-01-06 12:49:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3758.01 total_reward_ma:3737.59 loss:0.2327 fps:1772 +frame:8.92e+06 wall_t:5033 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.43 +2026-01-06 12:49:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3759.21 total_reward_ma:3738.09 loss:0.2051 fps:1773 +frame:8.93e+06 wall_t:5038 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 12:49:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3533.83 total_reward_ma:3736.28 loss:0.2002 fps:1773 +frame:8.94e+06 wall_t:5043 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 12:49:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3593.81 total_reward_ma:3735.06 loss:0.2263 fps:1773 +frame:8.95e+06 wall_t:5048 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.445 +2026-01-06 12:49:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3583.20 total_reward_ma:3736.20 loss:0.2292 fps:1773 +frame:8.96e+06 wall_t:5053 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.498 +2026-01-06 12:50:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3594.15 total_reward_ma:3737.43 loss:0.1855 fps:1774 +frame:8.97e+06 wall_t:5057 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.443 +2026-01-06 12:50:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3646.00 total_reward_ma:3739.26 loss:0.2567 fps:1774 +frame:8.98e+06 wall_t:5062 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.445 +2026-01-06 12:50:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3757.61 total_reward_ma:3741.04 loss:0.2147 fps:1774 +frame:8.99e+06 wall_t:5067 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.388 +2026-01-06 12:50:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3757.15 total_reward_ma:3742.56 loss:0.207 fps:1774 +frame:9.00e+06 wall_t:5072 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.421 +2026-01-06 12:50:23 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3745.21 total_reward_ma:3745.00 loss:0.2801 fps:1775 +frame:9.01e+06 wall_t:5077 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.44 +2026-01-06 12:50:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3566.87 total_reward_ma:3744.09 loss:0.2427 fps:1775 +frame:9.02e+06 wall_t:5081 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 12:50:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3648.90 total_reward_ma:3742.80 loss:0.1607 fps:1775 +frame:9.03e+06 wall_t:5086 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.465 +2026-01-06 12:50:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3544.35 total_reward_ma:3740.65 loss:0.3277 fps:1776 +frame:9.04e+06 wall_t:5091 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.253 +2026-01-06 12:50:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3520.16 total_reward_ma:3740.22 loss:0.1684 fps:1776 +frame:9.05e+06 wall_t:5096 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.421 +2026-01-06 12:50:47 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3250.60 total_reward_ma:3736.77 loss:0.2334 fps:1776 +frame:9.06e+06 wall_t:5101 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.303 +2026-01-06 12:50:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3184.92 total_reward_ma:3732.08 loss:0.3479 fps:1776 +frame:9.07e+06 wall_t:5106 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.279 +2026-01-06 12:50:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3039.06 total_reward_ma:3726.62 loss:0.1657 fps:1777 +frame:9.08e+06 wall_t:5111 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.324 +2026-01-06 12:51:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3117.03 total_reward_ma:3721.36 loss:0.2003 fps:1777 +frame:9.09e+06 wall_t:5115 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.423 +2026-01-06 12:51:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3041.33 total_reward_ma:3713.40 loss:0.2852 fps:1777 +frame:9.10e+06 wall_t:5120 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.284 +2026-01-06 12:51:11 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3144.94 total_reward_ma:3705.09 loss:0.1903 fps:1778 +frame:9.11e+06 wall_t:5125 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.423 +2026-01-06 12:51:16 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3267.93 total_reward_ma:3698.11 loss:0.2137 fps:1778 +frame:9.12e+06 wall_t:5130 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.363 +2026-01-06 12:51:21 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3484.67 total_reward_ma:3694.06 loss:0.2305 fps:1778 +frame:9.13e+06 wall_t:5135 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.519 +2026-01-06 12:51:25 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3533.92 total_reward_ma:3688.63 loss:0.2474 fps:1779 +frame:9.14e+06 wall_t:5139 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.399 +2026-01-06 12:51:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3750.05 total_reward_ma:3686.41 loss:0.2204 fps:1779 +frame:9.15e+06 wall_t:5144 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.317 +2026-01-06 12:51:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3795.70 total_reward_ma:3687.98 loss:0.2225 fps:1779 +frame:9.16e+06 wall_t:5149 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.342 +2026-01-06 12:51:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3811.47 total_reward_ma:3689.43 loss:0.2238 fps:1779 +frame:9.17e+06 wall_t:5154 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.47 +2026-01-06 12:51:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3762.14 total_reward_ma:3691.01 loss:0.2033 fps:1780 +frame:9.18e+06 wall_t:5158 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 12:51:49 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3532.63 total_reward_ma:3690.42 loss:0.184 fps:1780 +frame:9.19e+06 wall_t:5163 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.44 +2026-01-06 12:51:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3628.96 total_reward_ma:3688.65 loss:0.2596 fps:1780 +frame:9.20e+06 wall_t:5168 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.495 +2026-01-06 12:51:59 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3443.36 total_reward_ma:3685.52 loss:0.3169 fps:1780 +frame:9.21e+06 wall_t:5173 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 12:52:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3520.55 total_reward_ma:3682.29 loss:0.2448 fps:1781 +frame:9.22e+06 wall_t:5177 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.356 +2026-01-06 12:52:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3585.72 total_reward_ma:3679.60 loss:0.3005 fps:1781 +frame:9.23e+06 wall_t:5182 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.455 +2026-01-06 12:52:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3605.97 total_reward_ma:3677.56 loss:0.2269 fps:1781 +frame:9.24e+06 wall_t:5188 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.335 +2026-01-06 12:52:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3690.32 total_reward_ma:3676.90 loss:0.2742 fps:1781 +frame:9.25e+06 wall_t:5193 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.301 +2026-01-06 12:52:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3613.96 total_reward_ma:3678.80 loss:0.2584 fps:1781 +frame:9.26e+06 wall_t:5198 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 12:52:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3773.27 total_reward_ma:3683.19 loss:0.3256 fps:1782 +frame:9.27e+06 wall_t:5203 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 12:52:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3612.39 total_reward_ma:3684.90 loss:0.2548 fps:1782 +frame:9.28e+06 wall_t:5208 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 12:52:39 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3641.78 total_reward_ma:3686.20 loss:0.2101 fps:1782 +frame:9.29e+06 wall_t:5213 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.443 +2026-01-06 12:52:44 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3735.76 total_reward_ma:3686.23 loss:0.2482 fps:1782 +frame:9.30e+06 wall_t:5218 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.28 +2026-01-06 12:52:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3687.92 total_reward_ma:3686.46 loss:0.2271 fps:1783 +frame:9.31e+06 wall_t:5222 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.467 +2026-01-06 12:52:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3595.78 total_reward_ma:3685.33 loss:0.1875 fps:1783 +frame:9.32e+06 wall_t:5227 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 12:52:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3552.76 total_reward_ma:3682.16 loss:0.2438 fps:1783 +frame:9.33e+06 wall_t:5232 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.341 +2026-01-06 12:53:04 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3689.76 total_reward_ma:3680.41 loss:0.2431 fps:1783 +frame:9.34e+06 wall_t:5237 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 12:53:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3732.81 total_reward_ma:3679.58 loss:0.282 fps:1784 +frame:9.35e+06 wall_t:5242 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.304 +2026-01-06 12:53:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3514.28 total_reward_ma:3677.55 loss:0.2918 fps:1784 +frame:9.36e+06 wall_t:5247 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.208 +2026-01-06 12:53:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3608.41 total_reward_ma:3676.79 loss:0.3413 fps:1784 +frame:9.37e+06 wall_t:5251 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.329 +2026-01-06 12:53:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3638.79 total_reward_ma:3675.93 loss:0.2337 fps:1785 +frame:9.38e+06 wall_t:5256 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 12:53:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3678.86 total_reward_ma:3675.56 loss:0.2985 fps:1785 +frame:9.39e+06 wall_t:5261 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.327 +2026-01-06 12:53:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3591.89 total_reward_ma:3673.25 loss:0.225 fps:1785 +frame:9.40e+06 wall_t:5265 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.245 +2026-01-06 12:53:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3582.14 total_reward_ma:3671.95 loss:0.226 fps:1786 +frame:9.41e+06 wall_t:5270 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 12:53:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3700.18 total_reward_ma:3669.57 loss:0.2198 fps:1786 +frame:9.42e+06 wall_t:5275 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.45 +2026-01-06 12:53:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3742.04 total_reward_ma:3667.50 loss:0.2338 fps:1786 +frame:9.43e+06 wall_t:5280 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.397 +2026-01-06 12:53:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3810.59 total_reward_ma:3667.19 loss:0.2297 fps:1787 +frame:9.44e+06 wall_t:5284 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.366 +2026-01-06 12:53:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3895.84 total_reward_ma:3669.51 loss:0.3214 fps:1787 +frame:9.45e+06 wall_t:5289 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.428 +2026-01-06 12:54:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3833.38 total_reward_ma:3671.44 loss:0.2447 fps:1787 +frame:9.46e+06 wall_t:5294 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.292 +2026-01-06 12:54:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3698.02 total_reward_ma:3670.86 loss:0.3092 fps:1787 +frame:9.47e+06 wall_t:5299 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.312 +2026-01-06 12:54:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3594.27 total_reward_ma:3671.84 loss:0.2839 fps:1788 +frame:9.48e+06 wall_t:5303 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 12:54:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3650.31 total_reward_ma:3673.10 loss:0.1967 fps:1788 +frame:9.49e+06 wall_t:5308 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.378 +2026-01-06 12:54:19 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3631.92 total_reward_ma:3673.13 loss:0.2389 fps:1788 +frame:9.50e+06 wall_t:5313 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.298 +2026-01-06 12:54:24 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3669.68 total_reward_ma:3670.76 loss:0.1701 fps:1788 +frame:9.51e+06 wall_t:5318 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 12:54:29 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3787.53 total_reward_ma:3669.14 loss:0.1956 fps:1788 +frame:9.52e+06 wall_t:5323 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.444 +2026-01-06 12:54:33 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3967.23 total_reward_ma:3669.97 loss:0.1723 fps:1789 +frame:9.53e+06 wall_t:5327 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.307 +2026-01-06 12:54:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3924.30 total_reward_ma:3670.29 loss:0.1643 fps:1789 +frame:9.54e+06 wall_t:5332 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.364 +2026-01-06 12:54:43 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3886.04 total_reward_ma:3669.77 loss:0.3148 fps:1789 +frame:9.55e+06 wall_t:5337 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.326 +2026-01-06 12:54:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3903.65 total_reward_ma:3671.91 loss:0.2388 fps:1790 +frame:9.56e+06 wall_t:5342 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.459 +2026-01-06 12:54:53 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3761.13 total_reward_ma:3672.29 loss:0.2185 fps:1790 +frame:9.57e+06 wall_t:5347 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.237 +2026-01-06 12:54:58 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3840.22 total_reward_ma:3673.73 loss:0.299 fps:1790 +frame:9.58e+06 wall_t:5352 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.384 +2026-01-06 12:55:03 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3849.99 total_reward_ma:3675.84 loss:0.1619 fps:1790 +frame:9.59e+06 wall_t:5357 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.32 +2026-01-06 12:55:08 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3977.30 total_reward_ma:3678.31 loss:0.2056 fps:1790 +frame:9.60e+06 wall_t:5362 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 12:55:12 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3870.52 total_reward_ma:3679.89 loss:0.2183 fps:1791 +frame:9.61e+06 wall_t:5366 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.343 +2026-01-06 12:55:17 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3853.76 total_reward_ma:3679.47 loss:0.3508 fps:1791 +frame:9.62e+06 wall_t:5371 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.305 +2026-01-06 12:55:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4029.91 total_reward_ma:3682.50 loss:0.1915 fps:1791 +frame:9.63e+06 wall_t:5376 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.195 +2026-01-06 12:55:27 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3822.16 total_reward_ma:3684.94 loss:0.2113 fps:1791 +frame:9.64e+06 wall_t:5381 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.536 +2026-01-06 12:55:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3685.52 total_reward_ma:3685.71 loss:0.2447 fps:1792 +frame:9.65e+06 wall_t:5385 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.356 +2026-01-06 12:55:36 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3582.21 total_reward_ma:3685.84 loss:0.2267 fps:1792 +frame:9.66e+06 wall_t:5390 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.374 +2026-01-06 12:55:41 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3666.48 total_reward_ma:3687.89 loss:0.2534 fps:1792 +frame:9.67e+06 wall_t:5395 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.352 +2026-01-06 12:55:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3844.73 total_reward_ma:3690.82 loss:0.32 fps:1793 +frame:9.68e+06 wall_t:5400 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.275 +2026-01-06 12:55:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3691.63 total_reward_ma:3690.50 loss:0.2882 fps:1793 +frame:9.69e+06 wall_t:5404 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.394 +2026-01-06 12:55:55 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3823.22 total_reward_ma:3692.76 loss:0.213 fps:1793 +frame:9.70e+06 wall_t:5409 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.308 +2026-01-06 12:56:00 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3945.43 total_reward_ma:3696.06 loss:0.2715 fps:1793 +frame:9.71e+06 wall_t:5414 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.453 +2026-01-06 12:56:05 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3919.03 total_reward_ma:3698.82 loss:0.1913 fps:1794 +frame:9.72e+06 wall_t:5419 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.302 +2026-01-06 12:56:09 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3945.63 total_reward_ma:3700.13 loss:0.2475 fps:1794 +frame:9.73e+06 wall_t:5423 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.352 +2026-01-06 12:56:13 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3791.65 total_reward_ma:3700.75 loss:0.3287 fps:1795 +frame:9.74e+06 wall_t:5427 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.255 +2026-01-06 12:56:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3960.62 total_reward_ma:3700.97 loss:0.2857 fps:1795 +frame:9.75e+06 wall_t:5431 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.378 +2026-01-06 12:56:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4088.84 total_reward_ma:3702.25 loss:0.3435 fps:1795 +frame:9.76e+06 wall_t:5436 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.323 +2026-01-06 12:56:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4064.94 total_reward_ma:3701.56 loss:0.3118 fps:1796 +frame:9.77e+06 wall_t:5440 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.291 +2026-01-06 12:56:31 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4121.96 total_reward_ma:3702.05 loss:0.251 fps:1796 +frame:9.78e+06 wall_t:5445 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.26 +2026-01-06 12:56:35 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4071.54 total_reward_ma:3703.18 loss:0.2157 fps:1797 +frame:9.79e+06 wall_t:5449 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.327 +2026-01-06 12:56:40 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4082.35 total_reward_ma:3703.21 loss:0.3002 fps:1797 +frame:9.80e+06 wall_t:5454 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.407 +2026-01-06 12:56:45 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3997.83 total_reward_ma:3704.30 loss:0.2232 fps:1797 +frame:9.81e+06 wall_t:5458 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.408 +2026-01-06 12:56:48 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3901.95 total_reward_ma:3704.32 loss:0.2384 fps:1798 +frame:9.82e+06 wall_t:5462 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.43 +2026-01-06 12:56:52 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3938.68 total_reward_ma:3704.99 loss:0.2062 fps:1798 +frame:9.83e+06 wall_t:5466 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.392 +2026-01-06 12:56:56 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3814.81 total_reward_ma:3704.99 loss:0.299 fps:1799 +frame:9.84e+06 wall_t:5470 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.476 +2026-01-06 12:57:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3848.70 total_reward_ma:3704.14 loss:0.1555 fps:1799 +frame:9.85e+06 wall_t:5475 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.303 +2026-01-06 12:57:06 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3989.65 total_reward_ma:3707.17 loss:0.1628 fps:1799 +frame:9.86e+06 wall_t:5480 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.508 +2026-01-06 12:57:10 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3996.86 total_reward_ma:3710.43 loss:0.1724 fps:1800 +frame:9.87e+06 wall_t:5484 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.422 +2026-01-06 12:57:14 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3835.11 total_reward_ma:3711.77 loss:0.2182 fps:1800 +frame:9.88e+06 wall_t:5488 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.503 +2026-01-06 12:57:18 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3765.65 total_reward_ma:3711.95 loss:0.2893 fps:1801 +frame:9.89e+06 wall_t:5492 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.39 +2026-01-06 12:57:22 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3759.59 total_reward_ma:3711.03 loss:0.2481 fps:1801 +frame:9.90e+06 wall_t:5496 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.363 +2026-01-06 12:57:26 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3892.18 total_reward_ma:3711.77 loss:0.2586 fps:1802 +frame:9.91e+06 wall_t:5500 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.437 +2026-01-06 12:57:30 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3699.58 total_reward_ma:3711.19 loss:0.2042 fps:1802 +frame:9.92e+06 wall_t:5504 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.409 +2026-01-06 12:57:34 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3669.30 total_reward_ma:3710.29 loss:0.2688 fps:1803 +frame:9.93e+06 wall_t:5508 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.314 +2026-01-06 12:57:38 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3853.02 total_reward_ma:3713.48 loss:0.3216 fps:1804 +frame:9.94e+06 wall_t:5511 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.326 +2026-01-06 12:57:42 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3981.70 total_reward_ma:3717.36 loss:0.3316 fps:1804 +frame:9.95e+06 wall_t:5516 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.296 +2026-01-06 12:57:46 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4048.03 total_reward_ma:3722.01 loss:0.2386 fps:1804 +frame:9.96e+06 wall_t:5520 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.354 +2026-01-06 12:57:50 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:3972.57 total_reward_ma:3725.79 loss:0.2441 fps:1805 +frame:9.97e+06 wall_t:5524 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.424 +2026-01-06 12:57:54 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4040.10 total_reward_ma:3729.73 loss:0.3629 fps:1805 +frame:9.98e+06 wall_t:5528 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.318 +2026-01-06 12:57:57 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4064.97 total_reward_ma:3732.80 loss:0.2573 fps:1806 +frame:9.99e+06 wall_t:5531 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.38 +2026-01-06 12:58:01 | INFO | PID:1191 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_centipede_t0_s1 [train] +total_reward:4046.68 total_reward_ma:3735.70 loss:0.2237 fps:1807 +frame:1.00e+07 wall_t:5535 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.383 +2026-01-06 12:58:02 | INFO | PID:1191 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s2.log b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..90def25148130ab73a2e1cece8fa564308ccdf7b --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-06 11:25:44 | INFO | PID:1192 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 11:25:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:1724.50 total_reward_ma:1724.50 loss:0.9743 fps:1250 +frame:1.00e+04 wall_t:8 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.882 +2026-01-06 11:26:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2135.95 total_reward_ma:1930.22 loss:0.7513 fps:1333 +frame:2.00e+04 wall_t:15 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.867 +2026-01-06 11:26:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2147.25 total_reward_ma:2002.57 loss:0.8798 fps:1429 +frame:3.00e+04 wall_t:21 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.863 +2026-01-06 11:26:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2130.15 total_reward_ma:2034.46 loss:0.761 fps:1481 +frame:4.00e+04 wall_t:27 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.848 +2026-01-06 11:26:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2159.10 total_reward_ma:2059.39 loss:0.6494 fps:1471 +frame:5.00e+04 wall_t:34 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.835 +2026-01-06 11:26:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2211.93 total_reward_ma:2084.81 loss:0.3587 fps:1463 +frame:6.00e+04 wall_t:41 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.815 +2026-01-06 11:26:33 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2303.25 total_reward_ma:2116.02 loss:0.5 fps:1489 +frame:7.00e+04 wall_t:47 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.809 +2026-01-06 11:26:39 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2278.08 total_reward_ma:2136.28 loss:0.5304 fps:1509 +frame:8.00e+04 wall_t:53 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.771 +2026-01-06 11:26:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2419.58 total_reward_ma:2167.75 loss:0.5091 fps:1525 +frame:9.00e+04 wall_t:59 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.779 +2026-01-06 11:26:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2396.43 total_reward_ma:2190.62 loss:0.3537 fps:1515 +frame:1.00e+05 wall_t:66 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.786 +2026-01-06 11:26:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2354.92 total_reward_ma:2205.56 loss:0.5345 fps:1549 +frame:1.10e+05 wall_t:71 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.74 +2026-01-06 11:27:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2404.69 total_reward_ma:2222.15 loss:0.4815 fps:1558 +frame:1.20e+05 wall_t:77 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.707 +2026-01-06 11:27:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2454.25 total_reward_ma:2240.01 loss:0.3869 fps:1566 +frame:1.30e+05 wall_t:83 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.7 +2026-01-06 11:27:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2451.49 total_reward_ma:2255.11 loss:0.2446 fps:1573 +frame:1.40e+05 wall_t:89 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.724 +2026-01-06 11:27:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2415.82 total_reward_ma:2265.83 loss:0.4504 fps:1579 +frame:1.50e+05 wall_t:95 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.689 +2026-01-06 11:27:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2399.25 total_reward_ma:2274.16 loss:0.2984 fps:1584 +frame:1.60e+05 wall_t:101 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.627 +2026-01-06 11:27:33 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2422.29 total_reward_ma:2282.88 loss:0.5329 fps:1589 +frame:1.70e+05 wall_t:107 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.64 +2026-01-06 11:27:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2507.04 total_reward_ma:2295.33 loss:0.4056 fps:1607 +frame:1.80e+05 wall_t:112 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.594 +2026-01-06 11:27:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2497.09 total_reward_ma:2305.95 loss:0.6331 fps:1610 +frame:1.90e+05 wall_t:118 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.505 +2026-01-06 11:27:50 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2448.14 total_reward_ma:2313.06 loss:0.386 fps:1613 +frame:2.00e+05 wall_t:124 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.44 +2026-01-06 11:27:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2460.70 total_reward_ma:2320.09 loss:0.3347 fps:1603 +frame:2.10e+05 wall_t:131 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.405 +2026-01-06 11:28:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2523.86 total_reward_ma:2329.35 loss:0.424 fps:1606 +frame:2.20e+05 wall_t:137 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.507 +2026-01-06 11:28:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2592.19 total_reward_ma:2340.78 loss:0.6068 fps:1608 +frame:2.30e+05 wall_t:143 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.533 +2026-01-06 11:28:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2602.52 total_reward_ma:2351.69 loss:0.2097 fps:1611 +frame:2.40e+05 wall_t:149 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.574 +2026-01-06 11:28:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2566.89 total_reward_ma:2360.29 loss:0.3819 fps:1613 +frame:2.50e+05 wall_t:155 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.564 +2026-01-06 11:28:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2582.22 total_reward_ma:2368.83 loss:0.2736 fps:1625 +frame:2.60e+05 wall_t:160 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.573 +2026-01-06 11:28:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2631.75 total_reward_ma:2378.57 loss:0.4336 fps:1627 +frame:2.70e+05 wall_t:166 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.503 +2026-01-06 11:28:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2654.49 total_reward_ma:2388.42 loss:0.2358 fps:1628 +frame:2.80e+05 wall_t:172 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.526 +2026-01-06 11:28:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2684.18 total_reward_ma:2398.62 loss:0.229 fps:1629 +frame:2.90e+05 wall_t:178 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.539 +2026-01-06 11:28:50 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2704.01 total_reward_ma:2408.80 loss:0.3597 fps:1630 +frame:3.00e+05 wall_t:184 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.556 +2026-01-06 11:28:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2705.76 total_reward_ma:2418.38 loss:0.1581 fps:1623 +frame:3.10e+05 wall_t:191 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.522 +2026-01-06 11:29:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2789.37 total_reward_ma:2429.97 loss:0.3033 fps:1633 +frame:3.20e+05 wall_t:196 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.57 +2026-01-06 11:29:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2821.29 total_reward_ma:2441.83 loss:0.3287 fps:1634 +frame:3.30e+05 wall_t:202 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.526 +2026-01-06 11:29:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2880.69 total_reward_ma:2454.74 loss:0.4034 fps:1635 +frame:3.40e+05 wall_t:208 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.461 +2026-01-06 11:29:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2977.99 total_reward_ma:2469.69 loss:0.3062 fps:1636 +frame:3.50e+05 wall_t:214 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.492 +2026-01-06 11:29:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3072.21 total_reward_ma:2486.43 loss:0.2537 fps:1629 +frame:3.60e+05 wall_t:221 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.446 +2026-01-06 11:29:33 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3182.33 total_reward_ma:2505.23 loss:0.4179 fps:1630 +frame:3.70e+05 wall_t:227 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.382 +2026-01-06 11:29:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3165.59 total_reward_ma:2522.61 loss:0.2999 fps:1624 +frame:3.80e+05 wall_t:234 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.417 +2026-01-06 11:29:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3133.88 total_reward_ma:2538.29 loss:0.2823 fps:1625 +frame:3.90e+05 wall_t:240 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.315 +2026-01-06 11:29:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3050.52 total_reward_ma:2551.09 loss:0.2537 fps:1626 +frame:4.00e+05 wall_t:246 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.312 +2026-01-06 11:29:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2978.84 total_reward_ma:2561.52 loss:0.3028 fps:1627 +frame:4.10e+05 wall_t:252 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.311 +2026-01-06 11:30:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2934.15 total_reward_ma:2570.40 loss:0.2298 fps:1622 +frame:4.20e+05 wall_t:259 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.309 +2026-01-06 11:30:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2700.74 total_reward_ma:2573.43 loss:0.2183 fps:1629 +frame:4.30e+05 wall_t:264 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.395 +2026-01-06 11:30:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2767.21 total_reward_ma:2577.83 loss:0.1757 fps:1630 +frame:4.40e+05 wall_t:270 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.338 +2026-01-06 11:30:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2743.40 total_reward_ma:2581.51 loss:0.2059 fps:1625 +frame:4.50e+05 wall_t:277 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.354 +2026-01-06 11:30:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2788.19 total_reward_ma:2586.00 loss:0.1923 fps:1625 +frame:4.60e+05 wall_t:283 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.27 +2026-01-06 11:30:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2811.46 total_reward_ma:2590.80 loss:0.3587 fps:1626 +frame:4.70e+05 wall_t:289 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.243 +2026-01-06 11:30:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2811.03 total_reward_ma:2595.39 loss:0.2462 fps:1627 +frame:4.80e+05 wall_t:295 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.126 +2026-01-06 11:30:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2860.30 total_reward_ma:2600.79 loss:0.2875 fps:1623 +frame:4.90e+05 wall_t:302 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.32 +2026-01-06 11:30:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2898.89 total_reward_ma:2606.76 loss:0.3054 fps:1623 +frame:5.00e+05 wall_t:308 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.346 +2026-01-06 11:31:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2955.52 total_reward_ma:2613.60 loss:0.4072 fps:1629 +frame:5.10e+05 wall_t:313 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.379 +2026-01-06 11:31:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2989.71 total_reward_ma:2620.83 loss:0.1548 fps:1630 +frame:5.20e+05 wall_t:319 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.394 +2026-01-06 11:31:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3029.47 total_reward_ma:2628.54 loss:0.1647 fps:1631 +frame:5.30e+05 wall_t:325 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.354 +2026-01-06 11:31:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3188.79 total_reward_ma:2638.91 loss:0.1835 fps:1631 +frame:5.40e+05 wall_t:331 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.276 +2026-01-06 11:31:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3216.04 total_reward_ma:2649.41 loss:0.2599 fps:1632 +frame:5.50e+05 wall_t:337 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.232 +2026-01-06 11:31:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3215.08 total_reward_ma:2659.51 loss:0.396 fps:1633 +frame:5.60e+05 wall_t:343 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.154 +2026-01-06 11:31:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3247.73 total_reward_ma:2669.83 loss:0.3109 fps:1633 +frame:5.70e+05 wall_t:349 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.296 +2026-01-06 11:31:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3169.50 total_reward_ma:2678.44 loss:0.2928 fps:1634 +frame:5.80e+05 wall_t:355 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.344 +2026-01-06 11:31:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3307.72 total_reward_ma:2689.11 loss:0.2386 fps:1634 +frame:5.90e+05 wall_t:361 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.35 +2026-01-06 11:31:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3262.75 total_reward_ma:2698.67 loss:0.2256 fps:1639 +frame:6.00e+05 wall_t:366 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.339 +2026-01-06 11:31:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2962.46 total_reward_ma:2702.99 loss:0.1755 fps:1640 +frame:6.10e+05 wall_t:372 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.304 +2026-01-06 11:32:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2848.55 total_reward_ma:2705.34 loss:0.3208 fps:1640 +frame:6.20e+05 wall_t:378 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.301 +2026-01-06 11:32:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2782.58 total_reward_ma:2706.57 loss:0.297 fps:1641 +frame:6.30e+05 wall_t:384 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.381 +2026-01-06 11:32:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2966.72 total_reward_ma:2710.63 loss:0.2514 fps:1637 +frame:6.40e+05 wall_t:391 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.335 +2026-01-06 11:32:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3062.17 total_reward_ma:2716.04 loss:0.1403 fps:1637 +frame:6.50e+05 wall_t:397 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.287 +2026-01-06 11:32:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3177.09 total_reward_ma:2723.03 loss:0.3236 fps:1638 +frame:6.60e+05 wall_t:403 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.385 +2026-01-06 11:32:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3163.59 total_reward_ma:2729.60 loss:0.2949 fps:1638 +frame:6.70e+05 wall_t:409 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.333 +2026-01-06 11:32:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3191.99 total_reward_ma:2736.40 loss:0.2486 fps:1639 +frame:6.80e+05 wall_t:415 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.299 +2026-01-06 11:32:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3257.84 total_reward_ma:2743.96 loss:0.2576 fps:1639 +frame:6.90e+05 wall_t:421 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.299 +2026-01-06 11:32:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3530.46 total_reward_ma:2755.19 loss:0.2021 fps:1639 +frame:7.00e+05 wall_t:427 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.246 +2026-01-06 11:32:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3571.19 total_reward_ma:2766.69 loss:0.3652 fps:1640 +frame:7.10e+05 wall_t:433 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.18 +2026-01-06 11:33:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3736.36 total_reward_ma:2780.16 loss:0.3509 fps:1640 +frame:7.20e+05 wall_t:439 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.311 +2026-01-06 11:33:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3673.23 total_reward_ma:2792.39 loss:0.3577 fps:1637 +frame:7.30e+05 wall_t:446 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.362 +2026-01-06 11:33:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3649.41 total_reward_ma:2803.97 loss:0.3681 fps:1634 +frame:7.40e+05 wall_t:453 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.281 +2026-01-06 11:33:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3618.85 total_reward_ma:2814.84 loss:0.2369 fps:1638 +frame:7.50e+05 wall_t:458 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.213 +2026-01-06 11:33:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3571.08 total_reward_ma:2824.79 loss:0.2686 fps:1634 +frame:7.60e+05 wall_t:465 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.244 +2026-01-06 11:33:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3662.43 total_reward_ma:2835.66 loss:0.1496 fps:1638 +frame:7.70e+05 wall_t:470 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.32 +2026-01-06 11:33:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3578.11 total_reward_ma:2845.18 loss:0.1893 fps:1635 +frame:7.80e+05 wall_t:477 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.276 +2026-01-06 11:33:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3476.95 total_reward_ma:2853.18 loss:0.1586 fps:1636 +frame:7.90e+05 wall_t:483 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.308 +2026-01-06 11:33:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3295.44 total_reward_ma:2858.71 loss:0.3293 fps:1636 +frame:8.00e+05 wall_t:489 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.3 +2026-01-06 11:34:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3266.88 total_reward_ma:2863.75 loss:0.2538 fps:1636 +frame:8.10e+05 wall_t:495 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.428 +2026-01-06 11:34:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3229.39 total_reward_ma:2868.21 loss:0.1747 fps:1633 +frame:8.20e+05 wall_t:502 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.389 +2026-01-06 11:34:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3267.24 total_reward_ma:2873.01 loss:0.1579 fps:1634 +frame:8.30e+05 wall_t:508 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.389 +2026-01-06 11:34:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3190.96 total_reward_ma:2876.80 loss:0.23 fps:1634 +frame:8.40e+05 wall_t:514 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.375 +2026-01-06 11:34:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3043.70 total_reward_ma:2878.76 loss:0.21 fps:1635 +frame:8.50e+05 wall_t:520 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.363 +2026-01-06 11:34:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3031.91 total_reward_ma:2880.54 loss:0.2379 fps:1635 +frame:8.60e+05 wall_t:526 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.384 +2026-01-06 11:34:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3221.73 total_reward_ma:2884.47 loss:0.291 fps:1635 +frame:8.70e+05 wall_t:532 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.263 +2026-01-06 11:34:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3164.66 total_reward_ma:2887.65 loss:0.1939 fps:1639 +frame:8.80e+05 wall_t:537 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.253 +2026-01-06 11:34:50 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3065.22 total_reward_ma:2889.64 loss:0.2268 fps:1636 +frame:8.90e+05 wall_t:544 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.292 +2026-01-06 11:34:56 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3259.43 total_reward_ma:2893.75 loss:0.4317 fps:1636 +frame:9.00e+05 wall_t:550 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.158 +2026-01-06 11:35:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3158.73 total_reward_ma:2896.66 loss:0.2625 fps:1637 +frame:9.10e+05 wall_t:556 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.148 +2026-01-06 11:35:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3201.61 total_reward_ma:2899.98 loss:0.1826 fps:1640 +frame:9.20e+05 wall_t:561 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.211 +2026-01-06 11:35:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3160.51 total_reward_ma:2902.78 loss:0.2091 fps:1640 +frame:9.30e+05 wall_t:567 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.236 +2026-01-06 11:35:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3153.01 total_reward_ma:2905.44 loss:0.2419 fps:1640 +frame:9.40e+05 wall_t:573 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.241 +2026-01-06 11:35:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3100.39 total_reward_ma:2907.49 loss:0.2528 fps:1641 +frame:9.50e+05 wall_t:579 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.22 +2026-01-06 11:35:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3050.64 total_reward_ma:2908.99 loss:0.1093 fps:1641 +frame:9.60e+05 wall_t:585 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.331 +2026-01-06 11:35:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2870.22 total_reward_ma:2908.59 loss:0.1901 fps:1641 +frame:9.70e+05 wall_t:591 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.276 +2026-01-06 11:35:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2948.32 total_reward_ma:2908.99 loss:0.3258 fps:1642 +frame:9.80e+05 wall_t:597 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.141 +2026-01-06 11:35:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2816.27 total_reward_ma:2908.06 loss:0.216 fps:1642 +frame:9.90e+05 wall_t:603 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.262 +2026-01-06 11:35:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2773.89 total_reward_ma:2906.71 loss:0.129 fps:1642 +frame:1.00e+06 wall_t:609 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.416 +2026-01-06 11:36:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2719.81 total_reward_ma:2916.67 loss:0.2178 fps:1642 +frame:1.01e+06 wall_t:615 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.302 +2026-01-06 11:36:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2782.44 total_reward_ma:2923.13 loss:0.1782 fps:1643 +frame:1.02e+06 wall_t:621 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.254 +2026-01-06 11:36:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2842.50 total_reward_ma:2930.08 loss:0.2572 fps:1643 +frame:1.03e+06 wall_t:627 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.139 +2026-01-06 11:36:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2926.91 total_reward_ma:2938.05 loss:0.2046 fps:1643 +frame:1.04e+06 wall_t:633 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.304 +2026-01-06 11:36:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3182.67 total_reward_ma:2948.29 loss:0.2272 fps:1643 +frame:1.05e+06 wall_t:639 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.343 +2026-01-06 11:36:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3258.55 total_reward_ma:2958.75 loss:0.2472 fps:1643 +frame:1.06e+06 wall_t:645 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.367 +2026-01-06 11:36:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3275.55 total_reward_ma:2968.48 loss:0.1802 fps:1644 +frame:1.07e+06 wall_t:651 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.375 +2026-01-06 11:36:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3280.87 total_reward_ma:2978.50 loss:0.1929 fps:1644 +frame:1.08e+06 wall_t:657 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.265 +2026-01-06 11:36:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3305.52 total_reward_ma:2987.36 loss:0.2149 fps:1644 +frame:1.09e+06 wall_t:663 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.352 +2026-01-06 11:36:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3240.74 total_reward_ma:2995.81 loss:0.1894 fps:1644 +frame:1.10e+06 wall_t:669 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.297 +2026-01-06 11:37:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3235.07 total_reward_ma:3004.61 loss:0.2509 fps:1647 +frame:1.11e+06 wall_t:674 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.362 +2026-01-06 11:37:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3288.61 total_reward_ma:3013.45 loss:0.2282 fps:1645 +frame:1.12e+06 wall_t:681 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.318 +2026-01-06 11:37:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3103.21 total_reward_ma:3019.94 loss:0.2367 fps:1647 +frame:1.13e+06 wall_t:686 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.339 +2026-01-06 11:37:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3127.39 total_reward_ma:3026.70 loss:0.2554 fps:1647 +frame:1.14e+06 wall_t:692 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.359 +2026-01-06 11:37:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3183.82 total_reward_ma:3034.38 loss:0.2264 fps:1648 +frame:1.15e+06 wall_t:698 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.311 +2026-01-06 11:37:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3320.61 total_reward_ma:3043.59 loss:0.2615 fps:1648 +frame:1.16e+06 wall_t:704 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.28 +2026-01-06 11:37:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3362.86 total_reward_ma:3053.00 loss:0.2452 fps:1648 +frame:1.17e+06 wall_t:710 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.348 +2026-01-06 11:37:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3364.97 total_reward_ma:3061.58 loss:0.1847 fps:1648 +frame:1.18e+06 wall_t:716 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.305 +2026-01-06 11:37:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3200.38 total_reward_ma:3068.61 loss:0.1264 fps:1648 +frame:1.19e+06 wall_t:722 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.344 +2026-01-06 11:37:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3038.64 total_reward_ma:3074.51 loss:0.1619 fps:1651 +frame:1.20e+06 wall_t:727 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.245 +2026-01-06 11:37:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2979.14 total_reward_ma:3079.70 loss:0.2067 fps:1651 +frame:1.21e+06 wall_t:733 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.198 +2026-01-06 11:38:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2877.71 total_reward_ma:3083.24 loss:0.1993 fps:1651 +frame:1.22e+06 wall_t:739 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.28 +2026-01-06 11:38:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2801.34 total_reward_ma:3085.33 loss:0.2436 fps:1649 +frame:1.23e+06 wall_t:746 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.275 +2026-01-06 11:38:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2783.17 total_reward_ma:3087.13 loss:0.3147 fps:1649 +frame:1.24e+06 wall_t:752 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.272 +2026-01-06 11:38:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2653.62 total_reward_ma:3088.00 loss:0.2069 fps:1649 +frame:1.25e+06 wall_t:758 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.418 +2026-01-06 11:38:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2733.59 total_reward_ma:3089.51 loss:0.2329 fps:1649 +frame:1.26e+06 wall_t:764 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.353 +2026-01-06 11:38:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2636.02 total_reward_ma:3089.56 loss:0.2054 fps:1649 +frame:1.27e+06 wall_t:770 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.317 +2026-01-06 11:38:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2586.77 total_reward_ma:3088.88 loss:0.1793 fps:1649 +frame:1.28e+06 wall_t:776 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.276 +2026-01-06 11:38:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2636.34 total_reward_ma:3088.40 loss:0.153 fps:1650 +frame:1.29e+06 wall_t:782 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.373 +2026-01-06 11:38:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2700.62 total_reward_ma:3088.37 loss:0.1447 fps:1652 +frame:1.30e+06 wall_t:787 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.41 +2026-01-06 11:39:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2641.69 total_reward_ma:3087.73 loss:0.1511 fps:1650 +frame:1.31e+06 wall_t:794 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.404 +2026-01-06 11:39:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2755.77 total_reward_ma:3087.39 loss:0.2404 fps:1650 +frame:1.32e+06 wall_t:800 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.325 +2026-01-06 11:39:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2800.36 total_reward_ma:3087.18 loss:0.2111 fps:1650 +frame:1.33e+06 wall_t:806 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.327 +2026-01-06 11:39:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2892.97 total_reward_ma:3087.30 loss:0.1649 fps:1648 +frame:1.34e+06 wall_t:813 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.328 +2026-01-06 11:39:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2942.06 total_reward_ma:3086.95 loss:0.1499 fps:1648 +frame:1.35e+06 wall_t:819 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.323 +2026-01-06 11:39:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2893.64 total_reward_ma:3085.16 loss:0.2252 fps:1648 +frame:1.36e+06 wall_t:825 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.388 +2026-01-06 11:39:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2896.59 total_reward_ma:3082.30 loss:0.2635 fps:1649 +frame:1.37e+06 wall_t:831 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.346 +2026-01-06 11:39:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2892.29 total_reward_ma:3079.57 loss:0.1645 fps:1651 +frame:1.38e+06 wall_t:836 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.342 +2026-01-06 11:39:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2809.68 total_reward_ma:3076.33 loss:0.2532 fps:1651 +frame:1.39e+06 wall_t:842 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.329 +2026-01-06 11:39:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2706.49 total_reward_ma:3072.89 loss:0.1276 fps:1651 +frame:1.40e+06 wall_t:848 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.366 +2026-01-06 11:40:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2737.76 total_reward_ma:3070.48 loss:0.1166 fps:1651 +frame:1.41e+06 wall_t:854 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.223 +2026-01-06 11:40:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2716.60 total_reward_ma:3068.30 loss:0.2547 fps:1649 +frame:1.42e+06 wall_t:861 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.253 +2026-01-06 11:40:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2772.78 total_reward_ma:3069.02 loss:0.211 fps:1649 +frame:1.43e+06 wall_t:867 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.244 +2026-01-06 11:40:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2801.97 total_reward_ma:3069.37 loss:0.233 fps:1649 +frame:1.44e+06 wall_t:873 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.169 +2026-01-06 11:40:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2821.75 total_reward_ma:3070.15 loss:0.2118 fps:1650 +frame:1.45e+06 wall_t:879 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.228 +2026-01-06 11:40:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3156.33 total_reward_ma:3073.83 loss:0.202 fps:1652 +frame:1.46e+06 wall_t:884 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.127 +2026-01-06 11:40:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3072.78 total_reward_ma:3076.45 loss:0.1741 fps:1652 +frame:1.47e+06 wall_t:890 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.261 +2026-01-06 11:40:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3094.63 total_reward_ma:3079.28 loss:0.2219 fps:1652 +frame:1.48e+06 wall_t:896 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.174 +2026-01-06 11:40:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3003.92 total_reward_ma:3080.72 loss:0.2638 fps:1650 +frame:1.49e+06 wall_t:903 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.252 +2026-01-06 11:40:56 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3098.59 total_reward_ma:3082.72 loss:0.284 fps:1650 +frame:1.50e+06 wall_t:909 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.194 +2026-01-06 11:41:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3216.85 total_reward_ma:3085.33 loss:0.2305 fps:1650 +frame:1.51e+06 wall_t:915 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.134 +2026-01-06 11:41:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3136.57 total_reward_ma:3086.80 loss:0.2055 fps:1649 +frame:1.52e+06 wall_t:922 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.204 +2026-01-06 11:41:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3103.39 total_reward_ma:3087.54 loss:0.1454 fps:1649 +frame:1.53e+06 wall_t:928 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.124 +2026-01-06 11:41:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3283.60 total_reward_ma:3088.49 loss:0.2263 fps:1651 +frame:1.54e+06 wall_t:933 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.071 +2026-01-06 11:41:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3331.94 total_reward_ma:3089.64 loss:0.2671 fps:1651 +frame:1.55e+06 wall_t:939 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.046 +2026-01-06 11:41:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3521.19 total_reward_ma:3092.71 loss:0.3402 fps:1651 +frame:1.56e+06 wall_t:945 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2 +2026-01-06 11:41:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3687.98 total_reward_ma:3097.11 loss:0.216 fps:1651 +frame:1.57e+06 wall_t:951 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.171 +2026-01-06 11:41:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3674.18 total_reward_ma:3102.15 loss:0.1069 fps:1649 +frame:1.58e+06 wall_t:958 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.203 +2026-01-06 11:41:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3676.25 total_reward_ma:3105.84 loss:0.3104 fps:1651 +frame:1.59e+06 wall_t:963 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.132 +2026-01-06 11:41:56 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3717.86 total_reward_ma:3110.39 loss:0.2522 fps:1651 +frame:1.60e+06 wall_t:969 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.066 +2026-01-06 11:42:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3647.43 total_reward_ma:3117.24 loss:0.3731 fps:1651 +frame:1.61e+06 wall_t:975 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2 +2026-01-06 11:42:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3529.54 total_reward_ma:3124.05 loss:0.3339 fps:1650 +frame:1.62e+06 wall_t:982 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.256 +2026-01-06 11:42:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3629.53 total_reward_ma:3132.52 loss:0.3421 fps:1651 +frame:1.63e+06 wall_t:987 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.22 +2026-01-06 11:42:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3484.21 total_reward_ma:3137.70 loss:0.2862 fps:1652 +frame:1.64e+06 wall_t:993 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.158 +2026-01-06 11:42:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3605.26 total_reward_ma:3143.13 loss:0.2128 fps:1650 +frame:1.65e+06 wall_t:1000 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.218 +2026-01-06 11:42:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3573.59 total_reward_ma:3147.09 loss:0.2452 fps:1650 +frame:1.66e+06 wall_t:1006 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.208 +2026-01-06 11:42:39 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3638.66 total_reward_ma:3151.84 loss:0.1999 fps:1649 +frame:1.67e+06 wall_t:1013 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.12 +2026-01-06 11:42:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3598.17 total_reward_ma:3155.90 loss:0.221 fps:1649 +frame:1.68e+06 wall_t:1019 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.169 +2026-01-06 11:42:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3519.61 total_reward_ma:3158.52 loss:0.18 fps:1649 +frame:1.69e+06 wall_t:1025 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.133 +2026-01-06 11:42:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3640.55 total_reward_ma:3159.62 loss:0.2995 fps:1649 +frame:1.70e+06 wall_t:1031 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.127 +2026-01-06 11:43:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3673.50 total_reward_ma:3160.65 loss:0.2013 fps:1649 +frame:1.71e+06 wall_t:1037 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.159 +2026-01-06 11:43:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3834.74 total_reward_ma:3161.63 loss:0.1984 fps:1646 +frame:1.72e+06 wall_t:1045 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.141 +2026-01-06 11:43:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3568.35 total_reward_ma:3160.58 loss:0.269 fps:1646 +frame:1.73e+06 wall_t:1051 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.161 +2026-01-06 11:43:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3642.64 total_reward_ma:3160.51 loss:0.1902 fps:1646 +frame:1.74e+06 wall_t:1057 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.994 +2026-01-06 11:43:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3512.80 total_reward_ma:3159.45 loss:0.2567 fps:1646 +frame:1.75e+06 wall_t:1063 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.917 +2026-01-06 11:43:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3596.24 total_reward_ma:3159.70 loss:0.1805 fps:1645 +frame:1.76e+06 wall_t:1070 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.056 +2026-01-06 11:43:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3590.83 total_reward_ma:3158.99 loss:0.1919 fps:1645 +frame:1.77e+06 wall_t:1076 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.109 +2026-01-06 11:43:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3366.18 total_reward_ma:3156.87 loss:0.192 fps:1647 +frame:1.78e+06 wall_t:1081 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.986 +2026-01-06 11:43:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3315.88 total_reward_ma:3155.26 loss:0.2339 fps:1647 +frame:1.79e+06 wall_t:1087 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.875 +2026-01-06 11:43:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3509.45 total_reward_ma:3157.40 loss:0.2265 fps:1647 +frame:1.80e+06 wall_t:1093 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.02 +2026-01-06 11:44:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3554.65 total_reward_ma:3160.28 loss:0.2297 fps:1647 +frame:1.81e+06 wall_t:1099 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.113 +2026-01-06 11:44:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3672.71 total_reward_ma:3164.71 loss:0.3639 fps:1647 +frame:1.82e+06 wall_t:1105 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.939 +2026-01-06 11:44:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3732.79 total_reward_ma:3169.36 loss:0.1945 fps:1646 +frame:1.83e+06 wall_t:1112 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.123 +2026-01-06 11:44:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3710.53 total_reward_ma:3174.56 loss:0.1359 fps:1646 +frame:1.84e+06 wall_t:1118 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.018 +2026-01-06 11:44:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3781.44 total_reward_ma:3181.94 loss:0.2088 fps:1646 +frame:1.85e+06 wall_t:1124 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.082 +2026-01-06 11:44:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3863.50 total_reward_ma:3190.25 loss:0.266 fps:1645 +frame:1.86e+06 wall_t:1131 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.134 +2026-01-06 11:44:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3884.13 total_reward_ma:3196.88 loss:0.1398 fps:1646 +frame:1.87e+06 wall_t:1136 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.208 +2026-01-06 11:44:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3698.15 total_reward_ma:3202.21 loss:0.3272 fps:1646 +frame:1.88e+06 wall_t:1142 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.186 +2026-01-06 11:44:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3510.53 total_reward_ma:3206.67 loss:0.1765 fps:1646 +frame:1.89e+06 wall_t:1148 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.162 +2026-01-06 11:45:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3343.44 total_reward_ma:3207.50 loss:0.1985 fps:1646 +frame:1.90e+06 wall_t:1154 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.218 +2026-01-06 11:45:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3207.40 total_reward_ma:3207.99 loss:0.199 fps:1647 +frame:1.91e+06 wall_t:1160 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.169 +2026-01-06 11:45:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3235.72 total_reward_ma:3208.33 loss:0.2676 fps:1647 +frame:1.92e+06 wall_t:1166 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.113 +2026-01-06 11:45:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3171.73 total_reward_ma:3208.45 loss:0.3077 fps:1647 +frame:1.93e+06 wall_t:1172 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.199 +2026-01-06 11:45:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3084.27 total_reward_ma:3207.76 loss:0.1692 fps:1645 +frame:1.94e+06 wall_t:1179 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.153 +2026-01-06 11:45:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3151.40 total_reward_ma:3208.27 loss:0.2172 fps:1646 +frame:1.95e+06 wall_t:1185 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.903 +2026-01-06 11:45:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3238.31 total_reward_ma:3210.14 loss:0.2619 fps:1646 +frame:1.96e+06 wall_t:1191 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.125 +2026-01-06 11:45:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3348.88 total_reward_ma:3214.93 loss:0.2413 fps:1647 +frame:1.97e+06 wall_t:1196 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.172 +2026-01-06 11:45:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3463.87 total_reward_ma:3220.09 loss:0.1572 fps:1647 +frame:1.98e+06 wall_t:1202 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.168 +2026-01-06 11:45:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3537.65 total_reward_ma:3227.30 loss:0.1939 fps:1647 +frame:1.99e+06 wall_t:1208 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.279 +2026-01-06 11:46:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3611.49 total_reward_ma:3235.68 loss:0.2975 fps:1647 +frame:2.00e+06 wall_t:1214 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.167 +2026-01-06 11:46:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3555.06 total_reward_ma:3244.03 loss:0.2092 fps:1648 +frame:2.01e+06 wall_t:1220 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.263 +2026-01-06 11:46:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3621.40 total_reward_ma:3252.42 loss:0.1818 fps:1648 +frame:2.02e+06 wall_t:1226 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.12 +2026-01-06 11:46:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3530.02 total_reward_ma:3259.29 loss:0.1988 fps:1648 +frame:2.03e+06 wall_t:1232 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.238 +2026-01-06 11:46:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3481.96 total_reward_ma:3264.84 loss:0.1823 fps:1648 +frame:2.04e+06 wall_t:1238 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.162 +2026-01-06 11:46:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3513.46 total_reward_ma:3268.15 loss:0.2738 fps:1648 +frame:2.05e+06 wall_t:1244 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:2.245 +2026-01-06 11:46:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3620.25 total_reward_ma:3271.77 loss:0.22 fps:1648 +frame:2.06e+06 wall_t:1250 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.212 +2026-01-06 11:46:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3501.80 total_reward_ma:3274.03 loss:0.1225 fps:1648 +frame:2.07e+06 wall_t:1256 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:2.162 +2026-01-06 11:46:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3388.69 total_reward_ma:3275.11 loss:0.1739 fps:1647 +frame:2.08e+06 wall_t:1263 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.208 +2026-01-06 11:46:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3501.09 total_reward_ma:3277.07 loss:0.2976 fps:1647 +frame:2.09e+06 wall_t:1269 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.159 +2026-01-06 11:47:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3517.37 total_reward_ma:3279.83 loss:0.1429 fps:1647 +frame:2.10e+06 wall_t:1275 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:2.183 +2026-01-06 11:47:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3425.98 total_reward_ma:3281.74 loss:0.1445 fps:1646 +frame:2.11e+06 wall_t:1282 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:2.135 +2026-01-06 11:47:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3411.18 total_reward_ma:3282.97 loss:0.2356 fps:1646 +frame:2.12e+06 wall_t:1288 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2.244 +2026-01-06 11:47:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3532.29 total_reward_ma:3287.26 loss:0.1843 fps:1647 +frame:2.13e+06 wall_t:1293 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:2.187 +2026-01-06 11:47:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3540.29 total_reward_ma:3291.39 loss:0.2484 fps:1647 +frame:2.14e+06 wall_t:1299 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:2.184 +2026-01-06 11:47:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3438.35 total_reward_ma:3293.93 loss:0.1673 fps:1648 +frame:2.15e+06 wall_t:1305 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:2.173 +2026-01-06 11:47:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3434.17 total_reward_ma:3295.07 loss:0.1946 fps:1648 +frame:2.16e+06 wall_t:1311 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:2.073 +2026-01-06 11:47:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3282.69 total_reward_ma:3294.27 loss:0.1869 fps:1648 +frame:2.17e+06 wall_t:1317 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.241 +2026-01-06 11:47:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3297.80 total_reward_ma:3293.59 loss:0.1971 fps:1648 +frame:2.18e+06 wall_t:1323 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:2.079 +2026-01-06 11:47:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3294.89 total_reward_ma:3294.54 loss:0.2125 fps:1648 +frame:2.19e+06 wall_t:1329 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:2.092 +2026-01-06 11:48:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3161.68 total_reward_ma:3295.77 loss:0.1306 fps:1648 +frame:2.20e+06 wall_t:1335 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.085 +2026-01-06 11:48:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3089.89 total_reward_ma:3296.88 loss:0.179 fps:1648 +frame:2.21e+06 wall_t:1341 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:2.008 +2026-01-06 11:48:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3289.58 total_reward_ma:3301.00 loss:0.1402 fps:1648 +frame:2.22e+06 wall_t:1347 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:2.066 +2026-01-06 11:48:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3151.26 total_reward_ma:3304.50 loss:0.2651 fps:1647 +frame:2.23e+06 wall_t:1354 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.06 +2026-01-06 11:48:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3368.84 total_reward_ma:3310.35 loss:0.2048 fps:1646 +frame:2.24e+06 wall_t:1361 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.937 +2026-01-06 11:48:33 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3460.80 total_reward_ma:3318.42 loss:0.2884 fps:1646 +frame:2.25e+06 wall_t:1367 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.942 +2026-01-06 11:48:39 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3485.09 total_reward_ma:3325.94 loss:0.1801 fps:1646 +frame:2.26e+06 wall_t:1373 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:2.073 +2026-01-06 11:48:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3600.46 total_reward_ma:3335.58 loss:0.1345 fps:1646 +frame:2.27e+06 wall_t:1379 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:2.116 +2026-01-06 11:48:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3570.45 total_reward_ma:3345.42 loss:0.2571 fps:1646 +frame:2.28e+06 wall_t:1385 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:2.19 +2026-01-06 11:48:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3675.14 total_reward_ma:3355.81 loss:0.1506 fps:1646 +frame:2.29e+06 wall_t:1391 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:2.103 +2026-01-06 11:49:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3565.36 total_reward_ma:3364.46 loss:0.1738 fps:1646 +frame:2.30e+06 wall_t:1397 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.021 +2026-01-06 11:49:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3339.41 total_reward_ma:3371.43 loss:0.1317 fps:1646 +frame:2.31e+06 wall_t:1403 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:2.075 +2026-01-06 11:49:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3227.57 total_reward_ma:3376.15 loss:0.199 fps:1648 +frame:2.32e+06 wall_t:1408 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.981 +2026-01-06 11:49:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3163.01 total_reward_ma:3379.78 loss:0.1903 fps:1648 +frame:2.33e+06 wall_t:1414 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.998 +2026-01-06 11:49:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3067.41 total_reward_ma:3381.52 loss:0.135 fps:1648 +frame:2.34e+06 wall_t:1420 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:2.059 +2026-01-06 11:49:33 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2931.19 total_reward_ma:3381.41 loss:0.2541 fps:1647 +frame:2.35e+06 wall_t:1427 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:2.009 +2026-01-06 11:49:39 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2895.24 total_reward_ma:3381.43 loss:0.206 fps:1647 +frame:2.36e+06 wall_t:1433 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:2.019 +2026-01-06 11:49:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2884.49 total_reward_ma:3381.31 loss:0.2552 fps:1647 +frame:2.37e+06 wall_t:1439 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.898 +2026-01-06 11:49:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2972.38 total_reward_ma:3382.11 loss:0.1436 fps:1647 +frame:2.38e+06 wall_t:1445 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.979 +2026-01-06 11:49:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2847.51 total_reward_ma:3382.49 loss:0.1748 fps:1647 +frame:2.39e+06 wall_t:1451 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.906 +2026-01-06 11:50:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2933.67 total_reward_ma:3384.76 loss:0.1869 fps:1647 +frame:2.40e+06 wall_t:1457 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.886 +2026-01-06 11:50:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2927.71 total_reward_ma:3386.66 loss:0.2061 fps:1647 +frame:2.41e+06 wall_t:1463 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.996 +2026-01-06 11:50:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2976.28 total_reward_ma:3389.25 loss:0.2828 fps:1646 +frame:2.42e+06 wall_t:1470 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.969 +2026-01-06 11:50:22 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2964.47 total_reward_ma:3391.17 loss:0.1556 fps:1646 +frame:2.43e+06 wall_t:1476 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.893 +2026-01-06 11:50:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3000.27 total_reward_ma:3393.16 loss:0.1552 fps:1645 +frame:2.44e+06 wall_t:1483 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:2.032 +2026-01-06 11:50:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3207.66 total_reward_ma:3397.01 loss:0.2241 fps:1644 +frame:2.45e+06 wall_t:1490 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.906 +2026-01-06 11:50:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3351.25 total_reward_ma:3398.96 loss:0.1465 fps:1644 +frame:2.46e+06 wall_t:1496 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.888 +2026-01-06 11:50:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3451.70 total_reward_ma:3402.75 loss:0.1839 fps:1644 +frame:2.47e+06 wall_t:1502 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.974 +2026-01-06 11:50:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3560.21 total_reward_ma:3407.41 loss:0.1912 fps:1646 +frame:2.48e+06 wall_t:1507 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.868 +2026-01-06 11:51:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3521.69 total_reward_ma:3412.59 loss:0.2134 fps:1646 +frame:2.49e+06 wall_t:1513 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.981 +2026-01-06 11:51:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3596.11 total_reward_ma:3417.56 loss:0.1529 fps:1645 +frame:2.50e+06 wall_t:1520 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.959 +2026-01-06 11:51:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3742.50 total_reward_ma:3422.82 loss:0.144 fps:1645 +frame:2.51e+06 wall_t:1526 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:2.125 +2026-01-06 11:51:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3665.55 total_reward_ma:3428.11 loss:0.2432 fps:1645 +frame:2.52e+06 wall_t:1532 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.822 +2026-01-06 11:51:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3557.36 total_reward_ma:3432.65 loss:0.3061 fps:1645 +frame:2.53e+06 wall_t:1538 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.889 +2026-01-06 11:51:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3256.66 total_reward_ma:3432.38 loss:0.1522 fps:1645 +frame:2.54e+06 wall_t:1544 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.987 +2026-01-06 11:51:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3177.31 total_reward_ma:3430.83 loss:0.1936 fps:1645 +frame:2.55e+06 wall_t:1550 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.912 +2026-01-06 11:51:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3082.43 total_reward_ma:3426.44 loss:0.1819 fps:1645 +frame:2.56e+06 wall_t:1556 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.894 +2026-01-06 11:51:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3099.69 total_reward_ma:3420.56 loss:0.2837 fps:1645 +frame:2.57e+06 wall_t:1562 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:2.017 +2026-01-06 11:51:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2964.67 total_reward_ma:3413.47 loss:0.3009 fps:1645 +frame:2.58e+06 wall_t:1568 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.951 +2026-01-06 11:52:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2905.63 total_reward_ma:3405.76 loss:0.2712 fps:1645 +frame:2.59e+06 wall_t:1574 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:2.003 +2026-01-06 11:52:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2971.97 total_reward_ma:3398.30 loss:0.221 fps:1646 +frame:2.60e+06 wall_t:1580 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:2.065 +2026-01-06 11:52:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3207.85 total_reward_ma:3393.90 loss:0.261 fps:1646 +frame:2.61e+06 wall_t:1586 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:2.169 +2026-01-06 11:52:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3456.47 total_reward_ma:3393.17 loss:0.2133 fps:1646 +frame:2.62e+06 wall_t:1592 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.891 +2026-01-06 11:52:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3599.27 total_reward_ma:3392.87 loss:0.343 fps:1646 +frame:2.63e+06 wall_t:1598 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.973 +2026-01-06 11:52:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3614.56 total_reward_ma:3394.17 loss:0.1879 fps:1646 +frame:2.64e+06 wall_t:1604 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:2.057 +2026-01-06 11:52:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3523.57 total_reward_ma:3393.36 loss:0.1362 fps:1647 +frame:2.65e+06 wall_t:1609 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.944 +2026-01-06 11:52:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3694.80 total_reward_ma:3394.57 loss:0.2457 fps:1647 +frame:2.66e+06 wall_t:1615 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.997 +2026-01-06 11:52:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3648.91 total_reward_ma:3394.67 loss:0.1818 fps:1647 +frame:2.67e+06 wall_t:1621 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:2.099 +2026-01-06 11:52:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3369.44 total_reward_ma:3392.39 loss:0.2641 fps:1647 +frame:2.68e+06 wall_t:1627 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.967 +2026-01-06 11:52:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3099.95 total_reward_ma:3388.19 loss:0.1672 fps:1647 +frame:2.69e+06 wall_t:1633 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.897 +2026-01-06 11:53:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2937.94 total_reward_ma:3381.16 loss:0.1875 fps:1647 +frame:2.70e+06 wall_t:1639 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:2.016 +2026-01-06 11:53:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2945.48 total_reward_ma:3373.88 loss:0.3353 fps:1646 +frame:2.71e+06 wall_t:1646 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.978 +2026-01-06 11:53:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2993.18 total_reward_ma:3365.47 loss:0.1729 fps:1647 +frame:2.72e+06 wall_t:1651 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.926 +2026-01-06 11:53:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2918.40 total_reward_ma:3358.97 loss:0.2279 fps:1647 +frame:2.73e+06 wall_t:1658 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.957 +2026-01-06 11:53:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2889.29 total_reward_ma:3351.43 loss:0.1273 fps:1648 +frame:2.74e+06 wall_t:1663 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:2.062 +2026-01-06 11:53:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2966.32 total_reward_ma:3345.97 loss:0.2798 fps:1648 +frame:2.75e+06 wall_t:1669 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:2.076 +2026-01-06 11:53:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3019.59 total_reward_ma:3340.20 loss:0.3051 fps:1648 +frame:2.76e+06 wall_t:1675 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.992 +2026-01-06 11:53:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3080.43 total_reward_ma:3335.10 loss:0.274 fps:1648 +frame:2.77e+06 wall_t:1681 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.965 +2026-01-06 11:53:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3041.99 total_reward_ma:3331.86 loss:0.2801 fps:1648 +frame:2.78e+06 wall_t:1687 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:2.061 +2026-01-06 11:53:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3107.54 total_reward_ma:3329.77 loss:0.1559 fps:1648 +frame:2.79e+06 wall_t:1693 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.971 +2026-01-06 11:54:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3202.01 total_reward_ma:3326.70 loss:0.2268 fps:1648 +frame:2.80e+06 wall_t:1699 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.901 +2026-01-06 11:54:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3222.14 total_reward_ma:3323.37 loss:0.1997 fps:1649 +frame:2.81e+06 wall_t:1704 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.984 +2026-01-06 11:54:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3336.13 total_reward_ma:3320.01 loss:0.19 fps:1649 +frame:2.82e+06 wall_t:1710 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.942 +2026-01-06 11:54:22 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3175.07 total_reward_ma:3314.43 loss:0.225 fps:1649 +frame:2.83e+06 wall_t:1716 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.952 +2026-01-06 11:54:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3418.03 total_reward_ma:3311.51 loss:0.2171 fps:1649 +frame:2.84e+06 wall_t:1722 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.922 +2026-01-06 11:54:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3437.63 total_reward_ma:3308.07 loss:0.1393 fps:1649 +frame:2.85e+06 wall_t:1728 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.925 +2026-01-06 11:54:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3385.63 total_reward_ma:3303.29 loss:0.1951 fps:1649 +frame:2.86e+06 wall_t:1734 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.87 +2026-01-06 11:54:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3393.71 total_reward_ma:3298.38 loss:0.2262 fps:1649 +frame:2.87e+06 wall_t:1740 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.716 +2026-01-06 11:54:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3464.24 total_reward_ma:3296.05 loss:0.2147 fps:1649 +frame:2.88e+06 wall_t:1746 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.932 +2026-01-06 11:54:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3539.98 total_reward_ma:3296.34 loss:0.2577 fps:1650 +frame:2.89e+06 wall_t:1752 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.776 +2026-01-06 11:55:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3715.83 total_reward_ma:3300.06 loss:0.1591 fps:1651 +frame:2.90e+06 wall_t:1757 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.984 +2026-01-06 11:55:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3647.95 total_reward_ma:3304.47 loss:0.2345 fps:1651 +frame:2.91e+06 wall_t:1763 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.915 +2026-01-06 11:55:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3692.01 total_reward_ma:3309.03 loss:0.1226 fps:1651 +frame:2.92e+06 wall_t:1769 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.937 +2026-01-06 11:55:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3615.17 total_reward_ma:3313.47 loss:0.1323 fps:1651 +frame:2.93e+06 wall_t:1775 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.949 +2026-01-06 11:55:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3461.23 total_reward_ma:3317.24 loss:0.1779 fps:1651 +frame:2.94e+06 wall_t:1781 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.914 +2026-01-06 11:55:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3380.08 total_reward_ma:3319.52 loss:0.1679 fps:1650 +frame:2.95e+06 wall_t:1788 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:2.027 +2026-01-06 11:55:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3271.16 total_reward_ma:3319.85 loss:0.1999 fps:1650 +frame:2.96e+06 wall_t:1794 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.834 +2026-01-06 11:55:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3124.28 total_reward_ma:3317.61 loss:0.1286 fps:1650 +frame:2.97e+06 wall_t:1800 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.985 +2026-01-06 11:55:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3033.80 total_reward_ma:3313.31 loss:0.1748 fps:1649 +frame:2.98e+06 wall_t:1807 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:2.033 +2026-01-06 11:55:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3004.03 total_reward_ma:3307.97 loss:0.1941 fps:1650 +frame:2.99e+06 wall_t:1812 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.933 +2026-01-06 11:56:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2991.33 total_reward_ma:3301.77 loss:0.1066 fps:1650 +frame:3.00e+06 wall_t:1818 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.931 +2026-01-06 11:56:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2965.02 total_reward_ma:3295.87 loss:0.2586 fps:1650 +frame:3.01e+06 wall_t:1824 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.895 +2026-01-06 11:56:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3005.53 total_reward_ma:3289.71 loss:0.1102 fps:1650 +frame:3.02e+06 wall_t:1830 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.965 +2026-01-06 11:56:22 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2951.57 total_reward_ma:3283.92 loss:0.1344 fps:1650 +frame:3.03e+06 wall_t:1836 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.956 +2026-01-06 11:56:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2979.98 total_reward_ma:3278.90 loss:0.1491 fps:1650 +frame:3.04e+06 wall_t:1842 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:2.038 +2026-01-06 11:56:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3125.44 total_reward_ma:3275.02 loss:0.1986 fps:1650 +frame:3.05e+06 wall_t:1848 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:2.037 +2026-01-06 11:56:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3247.91 total_reward_ma:3271.30 loss:0.1524 fps:1650 +frame:3.06e+06 wall_t:1855 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.986 +2026-01-06 11:56:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3345.44 total_reward_ma:3269.74 loss:0.178 fps:1650 +frame:3.07e+06 wall_t:1861 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:2.071 +2026-01-06 11:56:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3224.01 total_reward_ma:3268.09 loss:0.1236 fps:1651 +frame:3.08e+06 wall_t:1866 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.986 +2026-01-06 11:56:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3067.52 total_reward_ma:3263.75 loss:0.1978 fps:1651 +frame:3.09e+06 wall_t:1872 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:2.024 +2026-01-06 11:57:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3159.09 total_reward_ma:3260.17 loss:0.1211 fps:1651 +frame:3.10e+06 wall_t:1878 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:2.051 +2026-01-06 11:57:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3045.19 total_reward_ma:3256.36 loss:0.2693 fps:1651 +frame:3.11e+06 wall_t:1884 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:2.041 +2026-01-06 11:57:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2920.01 total_reward_ma:3251.45 loss:0.2128 fps:1651 +frame:3.12e+06 wall_t:1890 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:2.079 +2026-01-06 11:57:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2796.28 total_reward_ma:3244.09 loss:0.2311 fps:1652 +frame:3.13e+06 wall_t:1895 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.984 +2026-01-06 11:57:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2704.77 total_reward_ma:3235.74 loss:0.1377 fps:1651 +frame:3.14e+06 wall_t:1902 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.969 +2026-01-06 11:57:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3088.47 total_reward_ma:3232.24 loss:0.1957 fps:1651 +frame:3.15e+06 wall_t:1908 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.956 +2026-01-06 11:57:39 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3186.17 total_reward_ma:3229.76 loss:0.1205 fps:1652 +frame:3.16e+06 wall_t:1913 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:2.105 +2026-01-06 11:57:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3190.40 total_reward_ma:3228.83 loss:0.1399 fps:1652 +frame:3.17e+06 wall_t:1919 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.97 +2026-01-06 11:57:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3143.38 total_reward_ma:3227.29 loss:0.1691 fps:1651 +frame:3.18e+06 wall_t:1926 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.985 +2026-01-06 11:57:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3114.20 total_reward_ma:3225.48 loss:0.1897 fps:1651 +frame:3.19e+06 wall_t:1932 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:2.016 +2026-01-06 11:58:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3054.00 total_reward_ma:3224.41 loss:0.1247 fps:1652 +frame:3.20e+06 wall_t:1937 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.95 +2026-01-06 11:58:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2715.51 total_reward_ma:3220.66 loss:0.1325 fps:1651 +frame:3.21e+06 wall_t:1944 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:2.016 +2026-01-06 11:58:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2674.46 total_reward_ma:3214.51 loss:0.2212 fps:1651 +frame:3.22e+06 wall_t:1950 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.948 +2026-01-06 11:58:22 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2532.48 total_reward_ma:3208.32 loss:0.1707 fps:1651 +frame:3.23e+06 wall_t:1956 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:2.027 +2026-01-06 11:58:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2672.84 total_reward_ma:3201.36 loss:0.1194 fps:1651 +frame:3.24e+06 wall_t:1962 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.985 +2026-01-06 11:58:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2781.52 total_reward_ma:3194.57 loss:0.1586 fps:1652 +frame:3.25e+06 wall_t:1967 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.909 +2026-01-06 11:58:39 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2845.70 total_reward_ma:3188.18 loss:0.1893 fps:1652 +frame:3.26e+06 wall_t:1973 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.932 +2026-01-06 11:58:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2850.60 total_reward_ma:3180.68 loss:0.1752 fps:1652 +frame:3.27e+06 wall_t:1980 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.947 +2026-01-06 11:58:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2792.66 total_reward_ma:3172.90 loss:0.2142 fps:1652 +frame:3.28e+06 wall_t:1986 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.926 +2026-01-06 11:58:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2916.38 total_reward_ma:3165.31 loss:0.2203 fps:1652 +frame:3.29e+06 wall_t:1992 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.84 +2026-01-06 11:59:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2807.39 total_reward_ma:3157.73 loss:0.1441 fps:1652 +frame:3.30e+06 wall_t:1997 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.737 +2026-01-06 11:59:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2818.51 total_reward_ma:3152.52 loss:0.2991 fps:1653 +frame:3.31e+06 wall_t:2003 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.77 +2026-01-06 11:59:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2975.60 total_reward_ma:3150.00 loss:0.24 fps:1653 +frame:3.32e+06 wall_t:2009 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.885 +2026-01-06 11:59:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3003.27 total_reward_ma:3148.41 loss:0.1808 fps:1653 +frame:3.33e+06 wall_t:2015 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.854 +2026-01-06 11:59:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3156.83 total_reward_ma:3149.30 loss:0.1516 fps:1652 +frame:3.34e+06 wall_t:2022 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.747 +2026-01-06 11:59:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3111.18 total_reward_ma:3151.10 loss:0.1676 fps:1652 +frame:3.35e+06 wall_t:2028 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.985 +2026-01-06 11:59:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3228.07 total_reward_ma:3154.43 loss:0.1408 fps:1652 +frame:3.36e+06 wall_t:2034 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.997 +2026-01-06 11:59:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3373.53 total_reward_ma:3159.32 loss:0.1642 fps:1651 +frame:3.37e+06 wall_t:2041 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.91 +2026-01-06 11:59:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3359.51 total_reward_ma:3163.19 loss:0.1816 fps:1652 +frame:3.38e+06 wall_t:2046 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.831 +2026-01-06 11:59:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3334.18 total_reward_ma:3168.06 loss:0.2157 fps:1652 +frame:3.39e+06 wall_t:2052 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.95 +2026-01-06 12:00:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3210.42 total_reward_ma:3170.83 loss:0.2067 fps:1652 +frame:3.40e+06 wall_t:2058 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.88 +2026-01-06 12:00:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3092.75 total_reward_ma:3172.48 loss:0.2132 fps:1652 +frame:3.41e+06 wall_t:2064 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.805 +2026-01-06 12:00:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3026.29 total_reward_ma:3172.98 loss:0.1663 fps:1652 +frame:3.42e+06 wall_t:2070 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.876 +2026-01-06 12:00:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3033.41 total_reward_ma:3173.67 loss:0.1968 fps:1651 +frame:3.43e+06 wall_t:2077 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.851 +2026-01-06 12:00:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2817.42 total_reward_ma:3171.84 loss:0.1203 fps:1651 +frame:3.44e+06 wall_t:2084 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.912 +2026-01-06 12:00:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2841.77 total_reward_ma:3168.18 loss:0.1783 fps:1651 +frame:3.45e+06 wall_t:2090 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.906 +2026-01-06 12:00:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2803.77 total_reward_ma:3162.70 loss:0.1414 fps:1650 +frame:3.46e+06 wall_t:2097 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.855 +2026-01-06 12:00:50 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2905.09 total_reward_ma:3157.24 loss:0.1429 fps:1650 +frame:3.47e+06 wall_t:2103 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.977 +2026-01-06 12:00:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2894.16 total_reward_ma:3150.58 loss:0.1713 fps:1650 +frame:3.48e+06 wall_t:2109 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.811 +2026-01-06 12:01:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2844.46 total_reward_ma:3143.80 loss:0.1711 fps:1650 +frame:3.49e+06 wall_t:2115 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.851 +2026-01-06 12:01:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2911.83 total_reward_ma:3136.96 loss:0.217 fps:1650 +frame:3.50e+06 wall_t:2121 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.854 +2026-01-06 12:01:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3079.16 total_reward_ma:3130.33 loss:0.173 fps:1650 +frame:3.51e+06 wall_t:2127 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.95 +2026-01-06 12:01:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3115.39 total_reward_ma:3124.83 loss:0.154 fps:1650 +frame:3.52e+06 wall_t:2133 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.932 +2026-01-06 12:01:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3033.42 total_reward_ma:3119.59 loss:0.1959 fps:1650 +frame:3.53e+06 wall_t:2139 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.991 +2026-01-06 12:01:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3188.57 total_reward_ma:3118.91 loss:0.1766 fps:1650 +frame:3.54e+06 wall_t:2145 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.886 +2026-01-06 12:01:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3350.23 total_reward_ma:3120.64 loss:0.1759 fps:1650 +frame:3.55e+06 wall_t:2152 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.89 +2026-01-06 12:01:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3399.73 total_reward_ma:3123.81 loss:0.239 fps:1649 +frame:3.56e+06 wall_t:2159 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.877 +2026-01-06 12:01:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3246.10 total_reward_ma:3125.27 loss:0.2752 fps:1648 +frame:3.57e+06 wall_t:2166 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.874 +2026-01-06 12:01:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3201.02 total_reward_ma:3127.64 loss:0.1108 fps:1648 +frame:3.58e+06 wall_t:2172 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.829 +2026-01-06 12:02:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3267.63 total_reward_ma:3131.26 loss:0.162 fps:1649 +frame:3.59e+06 wall_t:2177 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.796 +2026-01-06 12:02:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3062.20 total_reward_ma:3132.16 loss:0.229 fps:1649 +frame:3.60e+06 wall_t:2183 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.823 +2026-01-06 12:02:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2872.42 total_reward_ma:3128.80 loss:0.2208 fps:1649 +frame:3.61e+06 wall_t:2189 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.987 +2026-01-06 12:02:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2779.16 total_reward_ma:3122.03 loss:0.2024 fps:1649 +frame:3.62e+06 wall_t:2195 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.874 +2026-01-06 12:02:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2687.23 total_reward_ma:3112.91 loss:0.2648 fps:1649 +frame:3.63e+06 wall_t:2201 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.826 +2026-01-06 12:02:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2732.43 total_reward_ma:3104.09 loss:0.1651 fps:1649 +frame:3.64e+06 wall_t:2207 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.818 +2026-01-06 12:02:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2683.93 total_reward_ma:3095.69 loss:0.2154 fps:1649 +frame:3.65e+06 wall_t:2214 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.875 +2026-01-06 12:02:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2797.77 total_reward_ma:3086.72 loss:0.1301 fps:1649 +frame:3.66e+06 wall_t:2220 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.86 +2026-01-06 12:02:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2828.16 total_reward_ma:3078.52 loss:0.158 fps:1649 +frame:3.67e+06 wall_t:2225 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.894 +2026-01-06 12:02:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2812.04 total_reward_ma:3072.94 loss:0.2777 fps:1649 +frame:3.68e+06 wall_t:2231 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.97 +2026-01-06 12:03:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2797.86 total_reward_ma:3069.92 loss:0.1764 fps:1649 +frame:3.69e+06 wall_t:2238 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.789 +2026-01-06 12:03:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2776.05 total_reward_ma:3068.30 loss:0.2312 fps:1649 +frame:3.70e+06 wall_t:2244 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.934 +2026-01-06 12:03:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2816.71 total_reward_ma:3067.01 loss:0.1585 fps:1649 +frame:3.71e+06 wall_t:2250 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.871 +2026-01-06 12:03:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3024.37 total_reward_ma:3067.33 loss:0.2291 fps:1650 +frame:3.72e+06 wall_t:2255 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.852 +2026-01-06 12:03:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3137.35 total_reward_ma:3069.51 loss:0.1114 fps:1650 +frame:3.73e+06 wall_t:2261 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.875 +2026-01-06 12:03:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3174.71 total_reward_ma:3072.37 loss:0.2226 fps:1649 +frame:3.74e+06 wall_t:2268 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.807 +2026-01-06 12:03:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3223.15 total_reward_ma:3074.94 loss:0.1105 fps:1648 +frame:3.75e+06 wall_t:2275 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.914 +2026-01-06 12:03:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3210.95 total_reward_ma:3076.85 loss:0.2202 fps:1649 +frame:3.76e+06 wall_t:2280 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.84 +2026-01-06 12:03:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3119.54 total_reward_ma:3077.24 loss:0.2003 fps:1649 +frame:3.77e+06 wall_t:2286 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.863 +2026-01-06 12:03:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2933.58 total_reward_ma:3076.16 loss:0.2015 fps:1649 +frame:3.78e+06 wall_t:2292 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.91 +2026-01-06 12:04:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2764.12 total_reward_ma:3072.72 loss:0.1578 fps:1649 +frame:3.79e+06 wall_t:2299 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.876 +2026-01-06 12:04:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2889.70 total_reward_ma:3069.60 loss:0.1896 fps:1648 +frame:3.80e+06 wall_t:2306 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.777 +2026-01-06 12:04:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2930.30 total_reward_ma:3066.68 loss:0.2082 fps:1649 +frame:3.81e+06 wall_t:2311 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.819 +2026-01-06 12:04:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2922.51 total_reward_ma:3062.55 loss:0.2153 fps:1648 +frame:3.82e+06 wall_t:2318 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.797 +2026-01-06 12:04:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2823.35 total_reward_ma:3059.03 loss:0.1765 fps:1648 +frame:3.83e+06 wall_t:2324 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.833 +2026-01-06 12:04:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2960.37 total_reward_ma:3054.45 loss:0.3018 fps:1649 +frame:3.84e+06 wall_t:2329 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.758 +2026-01-06 12:04:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3024.24 total_reward_ma:3050.32 loss:0.2026 fps:1649 +frame:3.85e+06 wall_t:2335 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.832 +2026-01-06 12:04:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2914.34 total_reward_ma:3045.61 loss:0.2477 fps:1649 +frame:3.86e+06 wall_t:2341 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.575 +2026-01-06 12:04:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2853.63 total_reward_ma:3040.20 loss:0.1598 fps:1649 +frame:3.87e+06 wall_t:2347 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.828 +2026-01-06 12:05:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2857.24 total_reward_ma:3034.13 loss:0.1846 fps:1649 +frame:3.88e+06 wall_t:2353 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.794 +2026-01-06 12:05:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2902.13 total_reward_ma:3027.76 loss:0.1205 fps:1648 +frame:3.89e+06 wall_t:2360 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.678 +2026-01-06 12:05:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2761.74 total_reward_ma:3018.22 loss:0.1983 fps:1648 +frame:3.90e+06 wall_t:2367 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.575 +2026-01-06 12:05:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2756.68 total_reward_ma:3009.30 loss:0.3381 fps:1648 +frame:3.91e+06 wall_t:2373 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.693 +2026-01-06 12:05:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2824.73 total_reward_ma:3000.63 loss:0.2458 fps:1648 +frame:3.92e+06 wall_t:2379 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.654 +2026-01-06 12:05:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2947.17 total_reward_ma:2993.95 loss:0.3986 fps:1648 +frame:3.93e+06 wall_t:2385 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.831 +2026-01-06 12:05:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3071.32 total_reward_ma:2990.05 loss:0.1583 fps:1648 +frame:3.94e+06 wall_t:2391 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.825 +2026-01-06 12:05:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2988.70 total_reward_ma:2986.14 loss:0.1439 fps:1649 +frame:3.95e+06 wall_t:2396 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.702 +2026-01-06 12:05:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3065.04 total_reward_ma:2984.08 loss:0.1879 fps:1648 +frame:3.96e+06 wall_t:2403 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.602 +2026-01-06 12:05:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3115.31 total_reward_ma:2983.99 loss:0.3277 fps:1648 +frame:3.97e+06 wall_t:2409 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.799 +2026-01-06 12:06:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3050.03 total_reward_ma:2984.15 loss:0.3085 fps:1648 +frame:3.98e+06 wall_t:2415 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.835 +2026-01-06 12:06:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3123.12 total_reward_ma:2985.34 loss:0.2306 fps:1648 +frame:3.99e+06 wall_t:2421 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.764 +2026-01-06 12:06:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3087.50 total_reward_ma:2986.30 loss:0.1344 fps:1647 +frame:4.00e+06 wall_t:2428 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.768 +2026-01-06 12:06:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3083.85 total_reward_ma:2987.49 loss:0.1798 fps:1647 +frame:4.01e+06 wall_t:2434 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.647 +2026-01-06 12:06:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3014.77 total_reward_ma:2987.58 loss:0.1256 fps:1648 +frame:4.02e+06 wall_t:2440 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.76 +2026-01-06 12:06:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3035.13 total_reward_ma:2988.42 loss:0.1859 fps:1648 +frame:4.03e+06 wall_t:2446 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.666 +2026-01-06 12:06:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2950.69 total_reward_ma:2988.12 loss:0.2039 fps:1648 +frame:4.04e+06 wall_t:2451 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.615 +2026-01-06 12:06:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2816.00 total_reward_ma:2985.03 loss:0.1801 fps:1648 +frame:4.05e+06 wall_t:2457 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.74 +2026-01-06 12:06:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3054.45 total_reward_ma:2983.10 loss:0.2837 fps:1648 +frame:4.06e+06 wall_t:2463 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.754 +2026-01-06 12:06:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3039.65 total_reward_ma:2980.04 loss:0.2111 fps:1648 +frame:4.07e+06 wall_t:2469 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.674 +2026-01-06 12:07:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3057.31 total_reward_ma:2978.37 loss:0.1277 fps:1648 +frame:4.08e+06 wall_t:2476 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.832 +2026-01-06 12:07:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3187.24 total_reward_ma:2979.57 loss:0.124 fps:1648 +frame:4.09e+06 wall_t:2482 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.768 +2026-01-06 12:07:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3165.26 total_reward_ma:2979.63 loss:0.1477 fps:1649 +frame:4.10e+06 wall_t:2487 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.764 +2026-01-06 12:07:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3181.79 total_reward_ma:2981.00 loss:0.1935 fps:1649 +frame:4.11e+06 wall_t:2493 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.685 +2026-01-06 12:07:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2983.42 total_reward_ma:2981.63 loss:0.176 fps:1649 +frame:4.12e+06 wall_t:2499 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.788 +2026-01-06 12:07:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3034.46 total_reward_ma:2984.01 loss:0.2176 fps:1649 +frame:4.13e+06 wall_t:2505 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.607 +2026-01-06 12:07:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3074.72 total_reward_ma:2987.71 loss:0.2683 fps:1649 +frame:4.14e+06 wall_t:2511 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.628 +2026-01-06 12:07:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3084.10 total_reward_ma:2987.67 loss:0.2038 fps:1649 +frame:4.15e+06 wall_t:2517 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.754 +2026-01-06 12:07:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3138.32 total_reward_ma:2987.19 loss:0.2906 fps:1649 +frame:4.16e+06 wall_t:2523 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.833 +2026-01-06 12:07:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3288.75 total_reward_ma:2988.17 loss:0.1907 fps:1649 +frame:4.17e+06 wall_t:2529 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.733 +2026-01-06 12:08:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3357.99 total_reward_ma:2990.32 loss:0.3133 fps:1649 +frame:4.18e+06 wall_t:2535 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.743 +2026-01-06 12:08:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3471.72 total_reward_ma:2993.89 loss:0.286 fps:1649 +frame:4.19e+06 wall_t:2541 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.677 +2026-01-06 12:08:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3455.85 total_reward_ma:2997.91 loss:0.2748 fps:1649 +frame:4.20e+06 wall_t:2547 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.74 +2026-01-06 12:08:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3386.50 total_reward_ma:3004.62 loss:0.1396 fps:1650 +frame:4.21e+06 wall_t:2552 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.75 +2026-01-06 12:08:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3431.78 total_reward_ma:3012.19 loss:0.2418 fps:1650 +frame:4.22e+06 wall_t:2558 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.801 +2026-01-06 12:08:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3353.00 total_reward_ma:3020.40 loss:0.1642 fps:1650 +frame:4.23e+06 wall_t:2564 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.846 +2026-01-06 12:08:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3529.88 total_reward_ma:3028.97 loss:0.1127 fps:1650 +frame:4.24e+06 wall_t:2570 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.714 +2026-01-06 12:08:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3370.48 total_reward_ma:3034.86 loss:0.1898 fps:1650 +frame:4.25e+06 wall_t:2576 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.633 +2026-01-06 12:08:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3311.41 total_reward_ma:3039.52 loss:0.1657 fps:1650 +frame:4.26e+06 wall_t:2582 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.821 +2026-01-06 12:08:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3397.03 total_reward_ma:3044.98 loss:0.1991 fps:1650 +frame:4.27e+06 wall_t:2588 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.81 +2026-01-06 12:09:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3504.36 total_reward_ma:3052.10 loss:0.1711 fps:1650 +frame:4.28e+06 wall_t:2594 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.822 +2026-01-06 12:09:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3607.23 total_reward_ma:3059.01 loss:0.2444 fps:1650 +frame:4.29e+06 wall_t:2600 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.737 +2026-01-06 12:09:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3494.70 total_reward_ma:3065.88 loss:0.1848 fps:1650 +frame:4.30e+06 wall_t:2606 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.82 +2026-01-06 12:09:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3382.30 total_reward_ma:3071.52 loss:0.1584 fps:1650 +frame:4.31e+06 wall_t:2612 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.745 +2026-01-06 12:09:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3413.14 total_reward_ma:3075.89 loss:0.1886 fps:1650 +frame:4.32e+06 wall_t:2618 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.802 +2026-01-06 12:09:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3460.43 total_reward_ma:3080.47 loss:0.2262 fps:1650 +frame:4.33e+06 wall_t:2624 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.661 +2026-01-06 12:09:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3494.37 total_reward_ma:3083.84 loss:0.3028 fps:1650 +frame:4.34e+06 wall_t:2630 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.795 +2026-01-06 12:09:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3496.54 total_reward_ma:3087.69 loss:0.1958 fps:1650 +frame:4.35e+06 wall_t:2636 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.727 +2026-01-06 12:09:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3430.92 total_reward_ma:3089.72 loss:0.2745 fps:1651 +frame:4.36e+06 wall_t:2641 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.766 +2026-01-06 12:09:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3511.87 total_reward_ma:3091.11 loss:0.2059 fps:1650 +frame:4.37e+06 wall_t:2648 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.693 +2026-01-06 12:10:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3582.02 total_reward_ma:3093.33 loss:0.1768 fps:1650 +frame:4.38e+06 wall_t:2654 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.73 +2026-01-06 12:10:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3489.98 total_reward_ma:3094.89 loss:0.2416 fps:1650 +frame:4.39e+06 wall_t:2660 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.675 +2026-01-06 12:10:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3454.89 total_reward_ma:3097.33 loss:0.2499 fps:1650 +frame:4.40e+06 wall_t:2666 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.628 +2026-01-06 12:10:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3363.74 total_reward_ma:3100.04 loss:0.1442 fps:1650 +frame:4.41e+06 wall_t:2672 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.709 +2026-01-06 12:10:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3341.81 total_reward_ma:3103.20 loss:0.315 fps:1650 +frame:4.42e+06 wall_t:2678 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.719 +2026-01-06 12:10:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3452.81 total_reward_ma:3107.39 loss:0.1471 fps:1651 +frame:4.43e+06 wall_t:2684 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.7 +2026-01-06 12:10:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3480.27 total_reward_ma:3114.02 loss:0.1874 fps:1651 +frame:4.44e+06 wall_t:2690 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.511 +2026-01-06 12:10:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3368.24 total_reward_ma:3119.29 loss:0.1498 fps:1651 +frame:4.45e+06 wall_t:2696 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.602 +2026-01-06 12:10:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3341.67 total_reward_ma:3124.67 loss:0.2455 fps:1651 +frame:4.46e+06 wall_t:2701 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.682 +2026-01-06 12:10:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3351.74 total_reward_ma:3129.13 loss:0.315 fps:1651 +frame:4.47e+06 wall_t:2707 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.441 +2026-01-06 12:11:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3325.92 total_reward_ma:3133.45 loss:0.1815 fps:1651 +frame:4.48e+06 wall_t:2714 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.661 +2026-01-06 12:11:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3268.44 total_reward_ma:3137.69 loss:0.1939 fps:1651 +frame:4.49e+06 wall_t:2720 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.568 +2026-01-06 12:11:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3239.14 total_reward_ma:3140.96 loss:0.2527 fps:1651 +frame:4.50e+06 wall_t:2726 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.686 +2026-01-06 12:11:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3397.49 total_reward_ma:3144.15 loss:0.1384 fps:1651 +frame:4.51e+06 wall_t:2732 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.595 +2026-01-06 12:11:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3331.22 total_reward_ma:3146.30 loss:0.2585 fps:1651 +frame:4.52e+06 wall_t:2738 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.512 +2026-01-06 12:11:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3453.19 total_reward_ma:3150.50 loss:0.1861 fps:1651 +frame:4.53e+06 wall_t:2743 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.636 +2026-01-06 12:11:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3487.58 total_reward_ma:3153.49 loss:0.3105 fps:1652 +frame:4.54e+06 wall_t:2749 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.56 +2026-01-06 12:11:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3461.55 total_reward_ma:3154.60 loss:0.2425 fps:1652 +frame:4.55e+06 wall_t:2755 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.543 +2026-01-06 12:11:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3401.11 total_reward_ma:3154.62 loss:0.2031 fps:1652 +frame:4.56e+06 wall_t:2761 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.544 +2026-01-06 12:11:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3341.03 total_reward_ma:3155.57 loss:0.1721 fps:1652 +frame:4.57e+06 wall_t:2767 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.704 +2026-01-06 12:12:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3360.14 total_reward_ma:3157.16 loss:0.208 fps:1651 +frame:4.58e+06 wall_t:2774 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.479 +2026-01-06 12:12:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3327.53 total_reward_ma:3157.76 loss:0.2977 fps:1651 +frame:4.59e+06 wall_t:2780 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.468 +2026-01-06 12:12:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3168.97 total_reward_ma:3158.83 loss:0.2251 fps:1652 +frame:4.60e+06 wall_t:2785 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.611 +2026-01-06 12:12:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3257.61 total_reward_ma:3162.68 loss:0.1941 fps:1652 +frame:4.61e+06 wall_t:2791 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.709 +2026-01-06 12:12:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3341.68 total_reward_ma:3168.30 loss:0.1494 fps:1652 +frame:4.62e+06 wall_t:2797 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.715 +2026-01-06 12:12:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3425.94 total_reward_ma:3175.69 loss:0.1781 fps:1651 +frame:4.63e+06 wall_t:2804 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.619 +2026-01-06 12:12:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3274.46 total_reward_ma:3181.11 loss:0.1985 fps:1651 +frame:4.64e+06 wall_t:2810 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.608 +2026-01-06 12:12:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3331.73 total_reward_ma:3187.59 loss:0.2579 fps:1651 +frame:4.65e+06 wall_t:2816 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.669 +2026-01-06 12:12:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3260.35 total_reward_ma:3192.21 loss:0.1739 fps:1651 +frame:4.66e+06 wall_t:2822 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.639 +2026-01-06 12:12:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3357.49 total_reward_ma:3197.51 loss:0.2474 fps:1651 +frame:4.67e+06 wall_t:2828 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.661 +2026-01-06 12:13:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3409.23 total_reward_ma:3203.48 loss:0.2191 fps:1651 +frame:4.68e+06 wall_t:2834 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.679 +2026-01-06 12:13:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3450.07 total_reward_ma:3210.00 loss:0.2669 fps:1651 +frame:4.69e+06 wall_t:2840 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.675 +2026-01-06 12:13:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3663.27 total_reward_ma:3218.87 loss:0.2111 fps:1651 +frame:4.70e+06 wall_t:2846 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.667 +2026-01-06 12:13:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3605.29 total_reward_ma:3226.76 loss:0.1669 fps:1651 +frame:4.71e+06 wall_t:2852 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.649 +2026-01-06 12:13:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3728.48 total_reward_ma:3233.80 loss:0.2123 fps:1652 +frame:4.72e+06 wall_t:2858 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.64 +2026-01-06 12:13:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3573.86 total_reward_ma:3238.17 loss:0.2423 fps:1652 +frame:4.73e+06 wall_t:2864 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.61 +2026-01-06 12:13:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3472.22 total_reward_ma:3241.14 loss:0.2798 fps:1651 +frame:4.74e+06 wall_t:2871 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.59 +2026-01-06 12:13:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3412.89 total_reward_ma:3243.04 loss:0.202 fps:1651 +frame:4.75e+06 wall_t:2877 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.786 +2026-01-06 12:13:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3315.65 total_reward_ma:3244.08 loss:0.2536 fps:1651 +frame:4.76e+06 wall_t:2883 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.585 +2026-01-06 12:13:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3388.67 total_reward_ma:3246.78 loss:0.1949 fps:1652 +frame:4.77e+06 wall_t:2888 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.734 +2026-01-06 12:14:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3331.53 total_reward_ma:3250.76 loss:0.2268 fps:1652 +frame:4.78e+06 wall_t:2894 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.531 +2026-01-06 12:14:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3325.09 total_reward_ma:3256.37 loss:0.197 fps:1652 +frame:4.79e+06 wall_t:2900 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.661 +2026-01-06 12:14:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3441.91 total_reward_ma:3261.89 loss:0.1554 fps:1652 +frame:4.80e+06 wall_t:2906 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.486 +2026-01-06 12:14:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3446.92 total_reward_ma:3267.05 loss:0.1975 fps:1652 +frame:4.81e+06 wall_t:2912 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.627 +2026-01-06 12:14:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3408.59 total_reward_ma:3271.91 loss:0.2218 fps:1651 +frame:4.82e+06 wall_t:2919 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.714 +2026-01-06 12:14:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3421.78 total_reward_ma:3277.90 loss:0.1801 fps:1652 +frame:4.83e+06 wall_t:2924 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.57 +2026-01-06 12:14:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3376.85 total_reward_ma:3282.06 loss:0.2124 fps:1652 +frame:4.84e+06 wall_t:2930 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.553 +2026-01-06 12:14:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3381.04 total_reward_ma:3285.63 loss:0.2407 fps:1652 +frame:4.85e+06 wall_t:2936 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.632 +2026-01-06 12:14:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3384.16 total_reward_ma:3290.33 loss:0.2953 fps:1652 +frame:4.86e+06 wall_t:2942 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.642 +2026-01-06 12:14:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3454.99 total_reward_ma:3296.34 loss:0.1399 fps:1652 +frame:4.87e+06 wall_t:2948 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.686 +2026-01-06 12:15:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3511.45 total_reward_ma:3302.89 loss:0.205 fps:1652 +frame:4.88e+06 wall_t:2954 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.623 +2026-01-06 12:15:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3413.98 total_reward_ma:3308.00 loss:0.2518 fps:1651 +frame:4.89e+06 wall_t:2961 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.651 +2026-01-06 12:15:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3406.73 total_reward_ma:3314.45 loss:0.2184 fps:1651 +frame:4.90e+06 wall_t:2967 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.586 +2026-01-06 12:15:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3399.90 total_reward_ma:3320.89 loss:0.2579 fps:1652 +frame:4.91e+06 wall_t:2973 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.542 +2026-01-06 12:15:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3266.15 total_reward_ma:3325.30 loss:0.232 fps:1652 +frame:4.92e+06 wall_t:2979 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.663 +2026-01-06 12:15:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3238.12 total_reward_ma:3328.21 loss:0.2512 fps:1652 +frame:4.93e+06 wall_t:2985 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.652 +2026-01-06 12:15:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3116.37 total_reward_ma:3328.66 loss:0.1229 fps:1652 +frame:4.94e+06 wall_t:2991 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.559 +2026-01-06 12:15:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3242.65 total_reward_ma:3331.20 loss:0.1858 fps:1652 +frame:4.95e+06 wall_t:2996 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.637 +2026-01-06 12:15:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3336.79 total_reward_ma:3333.92 loss:0.2772 fps:1652 +frame:4.96e+06 wall_t:3002 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.603 +2026-01-06 12:15:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3327.67 total_reward_ma:3336.04 loss:0.2379 fps:1652 +frame:4.97e+06 wall_t:3008 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.747 +2026-01-06 12:16:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3270.23 total_reward_ma:3338.24 loss:0.1427 fps:1652 +frame:4.98e+06 wall_t:3014 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.608 +2026-01-06 12:16:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3237.22 total_reward_ma:3339.38 loss:0.225 fps:1652 +frame:4.99e+06 wall_t:3021 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.677 +2026-01-06 12:16:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3093.64 total_reward_ma:3339.45 loss:0.1959 fps:1652 +frame:5.00e+06 wall_t:3027 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.745 +2026-01-06 12:16:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3031.90 total_reward_ma:3338.93 loss:0.3352 fps:1652 +frame:5.01e+06 wall_t:3033 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.745 +2026-01-06 12:16:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3058.14 total_reward_ma:3339.36 loss:0.2241 fps:1652 +frame:5.02e+06 wall_t:3039 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.628 +2026-01-06 12:16:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3018.28 total_reward_ma:3339.19 loss:0.1808 fps:1652 +frame:5.03e+06 wall_t:3045 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.677 +2026-01-06 12:16:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2873.60 total_reward_ma:3338.42 loss:0.1939 fps:1652 +frame:5.04e+06 wall_t:3051 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.702 +2026-01-06 12:16:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2949.50 total_reward_ma:3339.75 loss:0.1378 fps:1652 +frame:5.05e+06 wall_t:3057 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.626 +2026-01-06 12:16:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:2926.20 total_reward_ma:3338.47 loss:0.1772 fps:1652 +frame:5.06e+06 wall_t:3063 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.746 +2026-01-06 12:16:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3023.90 total_reward_ma:3338.31 loss:0.2311 fps:1652 +frame:5.07e+06 wall_t:3069 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.731 +2026-01-06 12:17:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3107.31 total_reward_ma:3338.81 loss:0.2513 fps:1652 +frame:5.08e+06 wall_t:3075 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.599 +2026-01-06 12:17:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3178.87 total_reward_ma:3338.73 loss:0.1676 fps:1652 +frame:5.09e+06 wall_t:3081 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.572 +2026-01-06 12:17:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3346.09 total_reward_ma:3340.54 loss:0.2209 fps:1652 +frame:5.10e+06 wall_t:3087 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.625 +2026-01-06 12:17:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3435.44 total_reward_ma:3343.08 loss:0.3183 fps:1652 +frame:5.11e+06 wall_t:3093 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.553 +2026-01-06 12:17:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3607.14 total_reward_ma:3349.31 loss:0.23 fps:1652 +frame:5.12e+06 wall_t:3099 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.685 +2026-01-06 12:17:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3424.92 total_reward_ma:3353.22 loss:0.2511 fps:1652 +frame:5.13e+06 wall_t:3105 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.631 +2026-01-06 12:17:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3388.86 total_reward_ma:3356.36 loss:0.2606 fps:1652 +frame:5.14e+06 wall_t:3111 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.592 +2026-01-06 12:17:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3424.77 total_reward_ma:3359.77 loss:0.3187 fps:1652 +frame:5.15e+06 wall_t:3117 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.593 +2026-01-06 12:17:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3350.11 total_reward_ma:3361.88 loss:0.3829 fps:1652 +frame:5.16e+06 wall_t:3123 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.532 +2026-01-06 12:17:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3381.47 total_reward_ma:3362.81 loss:0.2458 fps:1652 +frame:5.17e+06 wall_t:3129 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.537 +2026-01-06 12:18:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3340.73 total_reward_ma:3362.64 loss:0.1892 fps:1652 +frame:5.18e+06 wall_t:3135 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.449 +2026-01-06 12:18:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3413.37 total_reward_ma:3362.05 loss:0.1726 fps:1652 +frame:5.19e+06 wall_t:3141 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.552 +2026-01-06 12:18:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3495.86 total_reward_ma:3362.46 loss:0.1847 fps:1652 +frame:5.20e+06 wall_t:3147 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.452 +2026-01-06 12:18:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3412.69 total_reward_ma:3362.72 loss:0.1899 fps:1652 +frame:5.21e+06 wall_t:3153 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.585 +2026-01-06 12:18:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3579.94 total_reward_ma:3364.20 loss:0.2152 fps:1652 +frame:5.22e+06 wall_t:3159 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.519 +2026-01-06 12:18:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3642.56 total_reward_ma:3367.09 loss:0.3069 fps:1653 +frame:5.23e+06 wall_t:3164 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.442 +2026-01-06 12:18:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3597.22 total_reward_ma:3367.77 loss:0.2617 fps:1652 +frame:5.24e+06 wall_t:3171 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.454 +2026-01-06 12:18:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3467.18 total_reward_ma:3368.73 loss:0.2078 fps:1653 +frame:5.25e+06 wall_t:3176 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.586 +2026-01-06 12:18:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3458.22 total_reward_ma:3370.20 loss:0.2133 fps:1653 +frame:5.26e+06 wall_t:3182 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.66 +2026-01-06 12:18:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3599.54 total_reward_ma:3372.23 loss:0.1791 fps:1653 +frame:5.27e+06 wall_t:3188 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.703 +2026-01-06 12:19:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3605.32 total_reward_ma:3373.24 loss:0.1922 fps:1653 +frame:5.28e+06 wall_t:3194 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.517 +2026-01-06 12:19:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3475.47 total_reward_ma:3371.92 loss:0.1964 fps:1653 +frame:5.29e+06 wall_t:3200 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.64 +2026-01-06 12:19:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3279.74 total_reward_ma:3369.77 loss:0.204 fps:1654 +frame:5.30e+06 wall_t:3205 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.569 +2026-01-06 12:19:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3318.53 total_reward_ma:3369.13 loss:0.1907 fps:1654 +frame:5.31e+06 wall_t:3211 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.568 +2026-01-06 12:19:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3378.99 total_reward_ma:3368.79 loss:0.1606 fps:1654 +frame:5.32e+06 wall_t:3216 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.637 +2026-01-06 12:19:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3217.99 total_reward_ma:3366.37 loss:0.1861 fps:1654 +frame:5.33e+06 wall_t:3222 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.41 +2026-01-06 12:19:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3160.88 total_reward_ma:3363.03 loss:0.2723 fps:1654 +frame:5.34e+06 wall_t:3228 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.433 +2026-01-06 12:19:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3043.50 total_reward_ma:3358.50 loss:0.1741 fps:1654 +frame:5.35e+06 wall_t:3235 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.564 +2026-01-06 12:19:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3204.23 total_reward_ma:3356.23 loss:0.1663 fps:1654 +frame:5.36e+06 wall_t:3240 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.592 +2026-01-06 12:19:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3266.29 total_reward_ma:3353.78 loss:0.1986 fps:1654 +frame:5.37e+06 wall_t:3247 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.565 +2026-01-06 12:19:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3046.64 total_reward_ma:3348.42 loss:0.1785 fps:1654 +frame:5.38e+06 wall_t:3252 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.592 +2026-01-06 12:20:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3071.20 total_reward_ma:3344.24 loss:0.1864 fps:1654 +frame:5.39e+06 wall_t:3259 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.595 +2026-01-06 12:20:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3097.63 total_reward_ma:3340.66 loss:0.1311 fps:1654 +frame:5.40e+06 wall_t:3265 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.658 +2026-01-06 12:20:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3102.59 total_reward_ma:3338.05 loss:0.2362 fps:1654 +frame:5.41e+06 wall_t:3270 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.683 +2026-01-06 12:20:22 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3020.46 total_reward_ma:3334.84 loss:0.1945 fps:1654 +frame:5.42e+06 wall_t:3276 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.516 +2026-01-06 12:20:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3052.85 total_reward_ma:3330.84 loss:0.1471 fps:1654 +frame:5.43e+06 wall_t:3282 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.612 +2026-01-06 12:20:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3170.82 total_reward_ma:3327.75 loss:0.1496 fps:1655 +frame:5.44e+06 wall_t:3288 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.619 +2026-01-06 12:20:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3251.58 total_reward_ma:3326.58 loss:0.1826 fps:1655 +frame:5.45e+06 wall_t:3294 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.558 +2026-01-06 12:20:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3271.73 total_reward_ma:3325.88 loss:0.2136 fps:1655 +frame:5.46e+06 wall_t:3299 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.671 +2026-01-06 12:20:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3422.80 total_reward_ma:3326.59 loss:0.2619 fps:1656 +frame:5.47e+06 wall_t:3304 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.687 +2026-01-06 12:20:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3423.81 total_reward_ma:3327.57 loss:0.2962 fps:1655 +frame:5.48e+06 wall_t:3311 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.68 +2026-01-06 12:21:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3404.98 total_reward_ma:3328.93 loss:0.2003 fps:1656 +frame:5.49e+06 wall_t:3316 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.433 +2026-01-06 12:21:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3518.46 total_reward_ma:3331.73 loss:0.2276 fps:1655 +frame:5.50e+06 wall_t:3323 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.575 +2026-01-06 12:21:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3536.06 total_reward_ma:3333.11 loss:0.2472 fps:1655 +frame:5.51e+06 wall_t:3329 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.583 +2026-01-06 12:21:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3664.25 total_reward_ma:3336.44 loss:0.2413 fps:1656 +frame:5.52e+06 wall_t:3334 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.599 +2026-01-06 12:21:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3578.45 total_reward_ma:3337.70 loss:0.2665 fps:1656 +frame:5.53e+06 wall_t:3340 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.478 +2026-01-06 12:21:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3496.61 total_reward_ma:3337.79 loss:0.2022 fps:1656 +frame:5.54e+06 wall_t:3346 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.579 +2026-01-06 12:21:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3443.70 total_reward_ma:3337.61 loss:0.1232 fps:1656 +frame:5.55e+06 wall_t:3351 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.571 +2026-01-06 12:21:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3506.11 total_reward_ma:3338.66 loss:0.1987 fps:1656 +frame:5.56e+06 wall_t:3357 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.692 +2026-01-06 12:21:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3528.41 total_reward_ma:3340.53 loss:0.206 fps:1656 +frame:5.57e+06 wall_t:3363 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.469 +2026-01-06 12:21:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3428.35 total_reward_ma:3341.21 loss:0.2119 fps:1656 +frame:5.58e+06 wall_t:3369 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.638 +2026-01-06 12:22:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3332.54 total_reward_ma:3341.26 loss:0.1415 fps:1656 +frame:5.59e+06 wall_t:3375 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.604 +2026-01-06 12:22:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3532.72 total_reward_ma:3344.90 loss:0.3157 fps:1656 +frame:5.60e+06 wall_t:3381 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.626 +2026-01-06 12:22:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3375.96 total_reward_ma:3346.08 loss:0.2295 fps:1656 +frame:5.61e+06 wall_t:3387 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.727 +2026-01-06 12:22:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3419.43 total_reward_ma:3346.86 loss:0.2064 fps:1656 +frame:5.62e+06 wall_t:3393 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.597 +2026-01-06 12:22:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3297.92 total_reward_ma:3345.58 loss:0.2141 fps:1656 +frame:5.63e+06 wall_t:3399 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.591 +2026-01-06 12:22:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3317.58 total_reward_ma:3346.01 loss:0.2172 fps:1657 +frame:5.64e+06 wall_t:3404 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.648 +2026-01-06 12:22:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3354.45 total_reward_ma:3346.24 loss:0.2472 fps:1657 +frame:5.65e+06 wall_t:3410 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.485 +2026-01-06 12:22:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3440.60 total_reward_ma:3348.04 loss:0.1734 fps:1657 +frame:5.66e+06 wall_t:3416 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.475 +2026-01-06 12:22:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3502.03 total_reward_ma:3349.49 loss:0.322 fps:1657 +frame:5.67e+06 wall_t:3422 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.499 +2026-01-06 12:22:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3463.69 total_reward_ma:3350.03 loss:0.2368 fps:1657 +frame:5.68e+06 wall_t:3428 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.696 +2026-01-06 12:23:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3608.51 total_reward_ma:3351.62 loss:0.1803 fps:1657 +frame:5.69e+06 wall_t:3433 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.538 +2026-01-06 12:23:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3524.20 total_reward_ma:3350.23 loss:0.2472 fps:1657 +frame:5.70e+06 wall_t:3439 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.555 +2026-01-06 12:23:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3542.34 total_reward_ma:3349.60 loss:0.1544 fps:1657 +frame:5.71e+06 wall_t:3445 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.447 +2026-01-06 12:23:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3301.82 total_reward_ma:3345.33 loss:0.15 fps:1657 +frame:5.72e+06 wall_t:3451 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.604 +2026-01-06 12:23:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3310.93 total_reward_ma:3342.70 loss:0.2392 fps:1658 +frame:5.73e+06 wall_t:3457 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.642 +2026-01-06 12:23:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3249.72 total_reward_ma:3340.48 loss:0.2276 fps:1658 +frame:5.74e+06 wall_t:3462 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.566 +2026-01-06 12:23:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3241.19 total_reward_ma:3338.76 loss:0.3003 fps:1658 +frame:5.75e+06 wall_t:3468 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.63 +2026-01-06 12:23:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3386.76 total_reward_ma:3339.47 loss:0.2429 fps:1658 +frame:5.76e+06 wall_t:3474 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.569 +2026-01-06 12:23:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3366.83 total_reward_ma:3339.25 loss:0.2549 fps:1658 +frame:5.77e+06 wall_t:3480 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.53 +2026-01-06 12:23:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3402.98 total_reward_ma:3339.97 loss:0.2411 fps:1658 +frame:5.78e+06 wall_t:3486 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.661 +2026-01-06 12:23:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3536.48 total_reward_ma:3342.08 loss:0.153 fps:1658 +frame:5.79e+06 wall_t:3492 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.527 +2026-01-06 12:24:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3657.95 total_reward_ma:3344.24 loss:0.1964 fps:1659 +frame:5.80e+06 wall_t:3497 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.46 +2026-01-06 12:24:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3727.45 total_reward_ma:3347.05 loss:0.321 fps:1659 +frame:5.81e+06 wall_t:3503 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.688 +2026-01-06 12:24:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3554.88 total_reward_ma:3348.51 loss:0.1899 fps:1659 +frame:5.82e+06 wall_t:3508 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.644 +2026-01-06 12:24:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3484.77 total_reward_ma:3349.14 loss:0.1662 fps:1659 +frame:5.83e+06 wall_t:3514 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.604 +2026-01-06 12:24:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3554.10 total_reward_ma:3350.91 loss:0.3133 fps:1659 +frame:5.84e+06 wall_t:3520 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.583 +2026-01-06 12:24:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3307.22 total_reward_ma:3350.17 loss:0.1538 fps:1659 +frame:5.85e+06 wall_t:3526 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.616 +2026-01-06 12:24:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3258.54 total_reward_ma:3348.92 loss:0.1786 fps:1659 +frame:5.86e+06 wall_t:3532 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.599 +2026-01-06 12:24:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3393.87 total_reward_ma:3348.31 loss:0.221 fps:1659 +frame:5.87e+06 wall_t:3538 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.598 +2026-01-06 12:24:50 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3345.98 total_reward_ma:3346.65 loss:0.1774 fps:1659 +frame:5.88e+06 wall_t:3544 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.626 +2026-01-06 12:24:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3223.58 total_reward_ma:3344.75 loss:0.2193 fps:1660 +frame:5.89e+06 wall_t:3549 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.722 +2026-01-06 12:25:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3242.33 total_reward_ma:3343.10 loss:0.2529 fps:1660 +frame:5.90e+06 wall_t:3555 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.608 +2026-01-06 12:25:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3475.47 total_reward_ma:3343.86 loss:0.1548 fps:1660 +frame:5.91e+06 wall_t:3561 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.633 +2026-01-06 12:25:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3377.23 total_reward_ma:3344.97 loss:0.1784 fps:1660 +frame:5.92e+06 wall_t:3567 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.675 +2026-01-06 12:25:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3181.36 total_reward_ma:3344.40 loss:0.2526 fps:1660 +frame:5.93e+06 wall_t:3573 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.612 +2026-01-06 12:25:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3297.66 total_reward_ma:3346.22 loss:0.1865 fps:1660 +frame:5.94e+06 wall_t:3578 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.707 +2026-01-06 12:25:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3485.81 total_reward_ma:3348.65 loss:0.1814 fps:1660 +frame:5.95e+06 wall_t:3585 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.656 +2026-01-06 12:25:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3678.24 total_reward_ma:3352.06 loss:0.187 fps:1660 +frame:5.96e+06 wall_t:3590 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.667 +2026-01-06 12:25:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3507.59 total_reward_ma:3353.86 loss:0.1195 fps:1660 +frame:5.97e+06 wall_t:3596 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.785 +2026-01-06 12:25:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3587.87 total_reward_ma:3357.04 loss:0.313 fps:1660 +frame:5.98e+06 wall_t:3602 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.604 +2026-01-06 12:25:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3696.35 total_reward_ma:3361.63 loss:0.3285 fps:1661 +frame:5.99e+06 wall_t:3607 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.692 +2026-01-06 12:25:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3704.41 total_reward_ma:3367.74 loss:0.1911 fps:1661 +frame:6.00e+06 wall_t:3613 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.732 +2026-01-06 12:26:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3592.11 total_reward_ma:3373.34 loss:0.1893 fps:1661 +frame:6.01e+06 wall_t:3619 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.668 +2026-01-06 12:26:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3547.42 total_reward_ma:3378.23 loss:0.1945 fps:1661 +frame:6.02e+06 wall_t:3625 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.765 +2026-01-06 12:26:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3512.38 total_reward_ma:3383.17 loss:0.2296 fps:1661 +frame:6.03e+06 wall_t:3631 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.674 +2026-01-06 12:26:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3490.28 total_reward_ma:3389.34 loss:0.2398 fps:1661 +frame:6.04e+06 wall_t:3637 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.564 +2026-01-06 12:26:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3418.16 total_reward_ma:3394.02 loss:0.1597 fps:1661 +frame:6.05e+06 wall_t:3643 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.668 +2026-01-06 12:26:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3330.55 total_reward_ma:3398.07 loss:0.2543 fps:1661 +frame:6.06e+06 wall_t:3648 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.677 +2026-01-06 12:26:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3410.45 total_reward_ma:3401.93 loss:0.1949 fps:1661 +frame:6.07e+06 wall_t:3654 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.543 +2026-01-06 12:26:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3457.42 total_reward_ma:3405.44 loss:0.1804 fps:1661 +frame:6.08e+06 wall_t:3660 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.637 +2026-01-06 12:26:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3523.20 total_reward_ma:3408.88 loss:0.2139 fps:1662 +frame:6.09e+06 wall_t:3665 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.598 +2026-01-06 12:26:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3590.93 total_reward_ma:3411.33 loss:0.1629 fps:1662 +frame:6.10e+06 wall_t:3671 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.568 +2026-01-06 12:27:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3656.57 total_reward_ma:3413.54 loss:0.2287 fps:1662 +frame:6.11e+06 wall_t:3677 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.591 +2026-01-06 12:27:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3749.02 total_reward_ma:3414.96 loss:0.2242 fps:1662 +frame:6.12e+06 wall_t:3682 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.506 +2026-01-06 12:27:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3781.99 total_reward_ma:3418.53 loss:0.1674 fps:1662 +frame:6.13e+06 wall_t:3688 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.635 +2026-01-06 12:27:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3814.81 total_reward_ma:3422.79 loss:0.1559 fps:1662 +frame:6.14e+06 wall_t:3694 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.642 +2026-01-06 12:27:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3643.38 total_reward_ma:3424.97 loss:0.317 fps:1663 +frame:6.15e+06 wall_t:3699 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.601 +2026-01-06 12:27:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3691.63 total_reward_ma:3428.39 loss:0.1819 fps:1663 +frame:6.16e+06 wall_t:3705 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.479 +2026-01-06 12:27:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3741.10 total_reward_ma:3431.98 loss:0.2458 fps:1662 +frame:6.17e+06 wall_t:3712 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.572 +2026-01-06 12:27:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3833.35 total_reward_ma:3436.91 loss:0.1962 fps:1663 +frame:6.18e+06 wall_t:3717 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.611 +2026-01-06 12:27:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3686.90 total_reward_ma:3439.65 loss:0.2182 fps:1663 +frame:6.19e+06 wall_t:3723 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.602 +2026-01-06 12:27:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3659.93 total_reward_ma:3441.29 loss:0.1725 fps:1663 +frame:6.20e+06 wall_t:3729 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.594 +2026-01-06 12:28:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3901.52 total_reward_ma:3446.18 loss:0.282 fps:1663 +frame:6.21e+06 wall_t:3734 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.574 +2026-01-06 12:28:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4014.58 total_reward_ma:3450.52 loss:0.1533 fps:1663 +frame:6.22e+06 wall_t:3740 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.58 +2026-01-06 12:28:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3928.85 total_reward_ma:3453.38 loss:0.2265 fps:1664 +frame:6.23e+06 wall_t:3745 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.601 +2026-01-06 12:28:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3701.88 total_reward_ma:3454.43 loss:0.1964 fps:1664 +frame:6.24e+06 wall_t:3750 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.657 +2026-01-06 12:28:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3694.35 total_reward_ma:3456.70 loss:0.2624 fps:1664 +frame:6.25e+06 wall_t:3755 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.535 +2026-01-06 12:28:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3702.90 total_reward_ma:3459.15 loss:0.2671 fps:1665 +frame:6.26e+06 wall_t:3760 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.642 +2026-01-06 12:28:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3570.40 total_reward_ma:3458.86 loss:0.1204 fps:1665 +frame:6.27e+06 wall_t:3765 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.724 +2026-01-06 12:28:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3424.29 total_reward_ma:3457.05 loss:0.1911 fps:1666 +frame:6.28e+06 wall_t:3770 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.71 +2026-01-06 12:28:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3339.30 total_reward_ma:3455.69 loss:0.199 fps:1666 +frame:6.29e+06 wall_t:3775 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.543 +2026-01-06 12:28:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3390.09 total_reward_ma:3456.79 loss:0.203 fps:1667 +frame:6.30e+06 wall_t:3780 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.619 +2026-01-06 12:28:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3533.48 total_reward_ma:3458.94 loss:0.1999 fps:1668 +frame:6.31e+06 wall_t:3784 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.661 +2026-01-06 12:28:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3505.70 total_reward_ma:3460.21 loss:0.2242 fps:1668 +frame:6.32e+06 wall_t:3789 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.588 +2026-01-06 12:28:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3581.70 total_reward_ma:3463.84 loss:0.2176 fps:1669 +frame:6.33e+06 wall_t:3793 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.651 +2026-01-06 12:29:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3405.52 total_reward_ma:3466.29 loss:0.2477 fps:1669 +frame:6.34e+06 wall_t:3798 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.533 +2026-01-06 12:29:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3378.98 total_reward_ma:3469.64 loss:0.1472 fps:1670 +frame:6.35e+06 wall_t:3803 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.619 +2026-01-06 12:29:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3493.81 total_reward_ma:3472.54 loss:0.207 fps:1671 +frame:6.36e+06 wall_t:3807 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.703 +2026-01-06 12:29:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3396.55 total_reward_ma:3473.84 loss:0.2292 fps:1671 +frame:6.37e+06 wall_t:3812 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.634 +2026-01-06 12:29:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3350.13 total_reward_ma:3476.88 loss:0.2586 fps:1671 +frame:6.38e+06 wall_t:3817 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.657 +2026-01-06 12:29:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3532.11 total_reward_ma:3481.49 loss:0.1945 fps:1671 +frame:6.39e+06 wall_t:3823 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.644 +2026-01-06 12:29:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3540.39 total_reward_ma:3485.92 loss:0.2487 fps:1672 +frame:6.40e+06 wall_t:3827 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.615 +2026-01-06 12:29:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3582.02 total_reward_ma:3490.71 loss:0.2261 fps:1673 +frame:6.41e+06 wall_t:3832 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.635 +2026-01-06 12:29:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3496.34 total_reward_ma:3495.47 loss:0.2062 fps:1673 +frame:6.42e+06 wall_t:3837 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.486 +2026-01-06 12:29:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3420.15 total_reward_ma:3499.14 loss:0.3066 fps:1674 +frame:6.43e+06 wall_t:3842 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.526 +2026-01-06 12:29:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3560.06 total_reward_ma:3503.03 loss:0.2141 fps:1674 +frame:6.44e+06 wall_t:3846 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 12:29:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3616.36 total_reward_ma:3506.68 loss:0.1646 fps:1675 +frame:6.45e+06 wall_t:3851 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.605 +2026-01-06 12:30:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3538.90 total_reward_ma:3509.35 loss:0.233 fps:1675 +frame:6.46e+06 wall_t:3856 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.521 +2026-01-06 12:30:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3715.15 total_reward_ma:3512.28 loss:0.2 fps:1676 +frame:6.47e+06 wall_t:3861 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.611 +2026-01-06 12:30:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3811.75 total_reward_ma:3516.16 loss:0.2653 fps:1677 +frame:6.48e+06 wall_t:3865 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.544 +2026-01-06 12:30:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3762.04 total_reward_ma:3519.73 loss:0.243 fps:1677 +frame:6.49e+06 wall_t:3869 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.488 +2026-01-06 12:30:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3721.86 total_reward_ma:3521.76 loss:0.2288 fps:1678 +frame:6.50e+06 wall_t:3874 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.532 +2026-01-06 12:30:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3784.22 total_reward_ma:3524.24 loss:0.2348 fps:1678 +frame:6.51e+06 wall_t:3879 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.562 +2026-01-06 12:30:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3835.96 total_reward_ma:3525.96 loss:0.2158 fps:1679 +frame:6.52e+06 wall_t:3884 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.591 +2026-01-06 12:30:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3810.29 total_reward_ma:3528.28 loss:0.1656 fps:1679 +frame:6.53e+06 wall_t:3889 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.584 +2026-01-06 12:30:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3648.73 total_reward_ma:3529.80 loss:0.1554 fps:1680 +frame:6.54e+06 wall_t:3894 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.58 +2026-01-06 12:30:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3663.84 total_reward_ma:3532.00 loss:0.2117 fps:1680 +frame:6.55e+06 wall_t:3898 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.505 +2026-01-06 12:30:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3688.54 total_reward_ma:3533.82 loss:0.2326 fps:1681 +frame:6.56e+06 wall_t:3903 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.542 +2026-01-06 12:30:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3627.45 total_reward_ma:3534.81 loss:0.1702 fps:1682 +frame:6.57e+06 wall_t:3907 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.453 +2026-01-06 12:30:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3516.67 total_reward_ma:3535.70 loss:0.1821 fps:1682 +frame:6.58e+06 wall_t:3912 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.6 +2026-01-06 12:31:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3413.97 total_reward_ma:3536.51 loss:0.2088 fps:1683 +frame:6.59e+06 wall_t:3916 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.545 +2026-01-06 12:31:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3661.60 total_reward_ma:3537.80 loss:0.1642 fps:1683 +frame:6.60e+06 wall_t:3921 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 12:31:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3515.47 total_reward_ma:3539.20 loss:0.1687 fps:1684 +frame:6.61e+06 wall_t:3926 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.547 +2026-01-06 12:31:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3519.51 total_reward_ma:3540.20 loss:0.2131 fps:1684 +frame:6.62e+06 wall_t:3931 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.603 +2026-01-06 12:31:22 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3595.22 total_reward_ma:3543.17 loss:0.3315 fps:1684 +frame:6.63e+06 wall_t:3936 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.481 +2026-01-06 12:31:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3621.03 total_reward_ma:3546.20 loss:0.1753 fps:1685 +frame:6.64e+06 wall_t:3941 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.623 +2026-01-06 12:31:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3482.89 total_reward_ma:3547.49 loss:0.3026 fps:1685 +frame:6.65e+06 wall_t:3946 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.515 +2026-01-06 12:31:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3380.69 total_reward_ma:3546.89 loss:0.1594 fps:1686 +frame:6.66e+06 wall_t:3950 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.568 +2026-01-06 12:31:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3531.31 total_reward_ma:3547.18 loss:0.2211 fps:1686 +frame:6.67e+06 wall_t:3955 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.58 +2026-01-06 12:31:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3463.67 total_reward_ma:3547.18 loss:0.2997 fps:1687 +frame:6.68e+06 wall_t:3960 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.724 +2026-01-06 12:31:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3450.94 total_reward_ma:3545.61 loss:0.1385 fps:1688 +frame:6.69e+06 wall_t:3964 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.582 +2026-01-06 12:31:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3360.78 total_reward_ma:3543.97 loss:0.1755 fps:1688 +frame:6.70e+06 wall_t:3969 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.548 +2026-01-06 12:32:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3473.18 total_reward_ma:3543.28 loss:0.1903 fps:1688 +frame:6.71e+06 wall_t:3974 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.556 +2026-01-06 12:32:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3491.79 total_reward_ma:3545.18 loss:0.1784 fps:1689 +frame:6.72e+06 wall_t:3979 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.587 +2026-01-06 12:32:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3514.05 total_reward_ma:3547.21 loss:0.1967 fps:1690 +frame:6.73e+06 wall_t:3983 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.54 +2026-01-06 12:32:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3601.94 total_reward_ma:3550.73 loss:0.2365 fps:1690 +frame:6.74e+06 wall_t:3988 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.551 +2026-01-06 12:32:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3605.10 total_reward_ma:3554.37 loss:0.1949 fps:1691 +frame:6.75e+06 wall_t:3992 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.498 +2026-01-06 12:32:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3653.45 total_reward_ma:3557.04 loss:0.1136 fps:1692 +frame:6.76e+06 wall_t:3996 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.421 +2026-01-06 12:32:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3581.05 total_reward_ma:3559.18 loss:0.2483 fps:1692 +frame:6.77e+06 wall_t:4001 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.4 +2026-01-06 12:32:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3494.69 total_reward_ma:3560.10 loss:0.1704 fps:1692 +frame:6.78e+06 wall_t:4006 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.537 +2026-01-06 12:32:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3591.17 total_reward_ma:3560.65 loss:0.1842 fps:1693 +frame:6.79e+06 wall_t:4011 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.472 +2026-01-06 12:32:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3698.36 total_reward_ma:3561.05 loss:0.1258 fps:1694 +frame:6.80e+06 wall_t:4015 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.485 +2026-01-06 12:32:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3469.87 total_reward_ma:3558.47 loss:0.2551 fps:1694 +frame:6.81e+06 wall_t:4020 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 12:32:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3434.94 total_reward_ma:3557.27 loss:0.1761 fps:1694 +frame:6.82e+06 wall_t:4025 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.54 +2026-01-06 12:32:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3445.52 total_reward_ma:3556.88 loss:0.189 fps:1695 +frame:6.83e+06 wall_t:4029 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 12:33:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3446.91 total_reward_ma:3555.81 loss:0.2164 fps:1696 +frame:6.84e+06 wall_t:4034 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.462 +2026-01-06 12:33:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3293.52 total_reward_ma:3555.67 loss:0.2116 fps:1696 +frame:6.85e+06 wall_t:4040 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.36 +2026-01-06 12:33:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3220.97 total_reward_ma:3555.30 loss:0.1938 fps:1696 +frame:6.86e+06 wall_t:4045 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 12:33:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3355.45 total_reward_ma:3554.91 loss:0.2994 fps:1696 +frame:6.87e+06 wall_t:4050 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.537 +2026-01-06 12:33:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3341.29 total_reward_ma:3554.87 loss:0.234 fps:1697 +frame:6.88e+06 wall_t:4054 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.586 +2026-01-06 12:33:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3394.73 total_reward_ma:3556.58 loss:0.2602 fps:1697 +frame:6.89e+06 wall_t:4059 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.502 +2026-01-06 12:33:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3504.69 total_reward_ma:3559.20 loss:0.2619 fps:1698 +frame:6.90e+06 wall_t:4064 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.576 +2026-01-06 12:33:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3716.22 total_reward_ma:3561.61 loss:0.2848 fps:1698 +frame:6.91e+06 wall_t:4069 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.435 +2026-01-06 12:33:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3759.66 total_reward_ma:3565.43 loss:0.2289 fps:1699 +frame:6.92e+06 wall_t:4073 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.608 +2026-01-06 12:33:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3578.74 total_reward_ma:3569.41 loss:0.1841 fps:1699 +frame:6.93e+06 wall_t:4078 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.477 +2026-01-06 12:33:50 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3668.31 total_reward_ma:3573.11 loss:0.2957 fps:1700 +frame:6.94e+06 wall_t:4083 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.589 +2026-01-06 12:33:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3780.16 total_reward_ma:3576.06 loss:0.1493 fps:1700 +frame:6.95e+06 wall_t:4088 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.66 +2026-01-06 12:33:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3746.89 total_reward_ma:3576.74 loss:0.2148 fps:1700 +frame:6.96e+06 wall_t:4093 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.484 +2026-01-06 12:34:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3744.13 total_reward_ma:3579.11 loss:0.1774 fps:1701 +frame:6.97e+06 wall_t:4098 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.519 +2026-01-06 12:34:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3800.93 total_reward_ma:3581.24 loss:0.214 fps:1701 +frame:6.98e+06 wall_t:4103 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.625 +2026-01-06 12:34:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3745.21 total_reward_ma:3581.73 loss:0.2193 fps:1702 +frame:6.99e+06 wall_t:4108 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.563 +2026-01-06 12:34:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3854.39 total_reward_ma:3583.23 loss:0.2363 fps:1702 +frame:7.00e+06 wall_t:4112 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.569 +2026-01-06 12:34:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3761.54 total_reward_ma:3584.92 loss:0.2402 fps:1703 +frame:7.01e+06 wall_t:4117 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.681 +2026-01-06 12:34:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3811.96 total_reward_ma:3587.57 loss:0.1931 fps:1703 +frame:7.02e+06 wall_t:4122 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.578 +2026-01-06 12:34:33 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3762.78 total_reward_ma:3590.07 loss:0.2151 fps:1703 +frame:7.03e+06 wall_t:4127 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.778 +2026-01-06 12:34:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3759.62 total_reward_ma:3592.77 loss:0.2012 fps:1704 +frame:7.04e+06 wall_t:4132 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.535 +2026-01-06 12:34:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3768.18 total_reward_ma:3596.27 loss:0.218 fps:1704 +frame:7.05e+06 wall_t:4137 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.623 +2026-01-06 12:34:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3830.25 total_reward_ma:3601.26 loss:0.2018 fps:1705 +frame:7.06e+06 wall_t:4141 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.609 +2026-01-06 12:34:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3825.69 total_reward_ma:3605.42 loss:0.1906 fps:1705 +frame:7.07e+06 wall_t:4146 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.519 +2026-01-06 12:34:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3823.26 total_reward_ma:3609.07 loss:0.1505 fps:1706 +frame:7.08e+06 wall_t:4151 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.511 +2026-01-06 12:35:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3718.97 total_reward_ma:3611.03 loss:0.1933 fps:1706 +frame:7.09e+06 wall_t:4156 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.465 +2026-01-06 12:35:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3653.51 total_reward_ma:3611.66 loss:0.262 fps:1707 +frame:7.10e+06 wall_t:4160 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.635 +2026-01-06 12:35:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3680.73 total_reward_ma:3611.90 loss:0.2073 fps:1707 +frame:7.11e+06 wall_t:4165 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.62 +2026-01-06 12:35:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3621.09 total_reward_ma:3610.62 loss:0.1891 fps:1707 +frame:7.12e+06 wall_t:4170 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.527 +2026-01-06 12:35:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3704.79 total_reward_ma:3609.85 loss:0.2187 fps:1708 +frame:7.13e+06 wall_t:4175 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.537 +2026-01-06 12:35:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3783.20 total_reward_ma:3609.53 loss:0.1531 fps:1708 +frame:7.14e+06 wall_t:4180 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.628 +2026-01-06 12:35:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3795.86 total_reward_ma:3611.06 loss:0.1796 fps:1709 +frame:7.15e+06 wall_t:4184 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.591 +2026-01-06 12:35:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3654.01 total_reward_ma:3610.68 loss:0.2093 fps:1709 +frame:7.16e+06 wall_t:4189 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.542 +2026-01-06 12:35:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3573.49 total_reward_ma:3609.00 loss:0.1745 fps:1710 +frame:7.17e+06 wall_t:4193 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.501 +2026-01-06 12:35:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3570.12 total_reward_ma:3606.37 loss:0.2266 fps:1710 +frame:7.18e+06 wall_t:4198 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.48 +2026-01-06 12:35:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3438.34 total_reward_ma:3603.89 loss:0.2383 fps:1711 +frame:7.19e+06 wall_t:4203 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.525 +2026-01-06 12:35:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3236.52 total_reward_ma:3599.65 loss:0.2661 fps:1711 +frame:7.20e+06 wall_t:4208 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.571 +2026-01-06 12:35:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3258.11 total_reward_ma:3593.22 loss:0.2352 fps:1711 +frame:7.21e+06 wall_t:4213 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.552 +2026-01-06 12:36:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3344.01 total_reward_ma:3586.51 loss:0.1689 fps:1712 +frame:7.22e+06 wall_t:4218 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.561 +2026-01-06 12:36:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3299.74 total_reward_ma:3580.22 loss:0.2053 fps:1712 +frame:7.23e+06 wall_t:4223 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.72 +2026-01-06 12:36:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3255.02 total_reward_ma:3575.75 loss:0.1572 fps:1712 +frame:7.24e+06 wall_t:4228 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.43 +2026-01-06 12:36:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3246.66 total_reward_ma:3571.27 loss:0.1555 fps:1713 +frame:7.25e+06 wall_t:4232 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.531 +2026-01-06 12:36:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3413.90 total_reward_ma:3568.39 loss:0.2729 fps:1713 +frame:7.26e+06 wall_t:4237 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.54 +2026-01-06 12:36:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3352.96 total_reward_ma:3566.21 loss:0.1585 fps:1714 +frame:7.27e+06 wall_t:4242 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.317 +2026-01-06 12:36:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3457.45 total_reward_ma:3566.54 loss:0.2944 fps:1715 +frame:7.28e+06 wall_t:4246 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.554 +2026-01-06 12:36:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3521.62 total_reward_ma:3568.37 loss:0.2355 fps:1715 +frame:7.29e+06 wall_t:4251 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.359 +2026-01-06 12:36:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3702.98 total_reward_ma:3571.49 loss:0.1771 fps:1715 +frame:7.30e+06 wall_t:4256 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.525 +2026-01-06 12:36:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3717.80 total_reward_ma:3573.34 loss:0.1789 fps:1716 +frame:7.31e+06 wall_t:4261 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.498 +2026-01-06 12:36:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3766.93 total_reward_ma:3575.95 loss:0.2326 fps:1716 +frame:7.32e+06 wall_t:4265 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.48 +2026-01-06 12:36:56 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3702.48 total_reward_ma:3577.16 loss:0.252 fps:1717 +frame:7.33e+06 wall_t:4270 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.409 +2026-01-06 12:37:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3675.27 total_reward_ma:3579.86 loss:0.2221 fps:1717 +frame:7.34e+06 wall_t:4274 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.47 +2026-01-06 12:37:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3679.48 total_reward_ma:3582.86 loss:0.1979 fps:1718 +frame:7.35e+06 wall_t:4279 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.461 +2026-01-06 12:37:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3608.45 total_reward_ma:3584.01 loss:0.1986 fps:1718 +frame:7.36e+06 wall_t:4284 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.267 +2026-01-06 12:37:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3519.47 total_reward_ma:3585.24 loss:0.2508 fps:1719 +frame:7.37e+06 wall_t:4288 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.395 +2026-01-06 12:37:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3529.38 total_reward_ma:3587.03 loss:0.2741 fps:1719 +frame:7.38e+06 wall_t:4293 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.364 +2026-01-06 12:37:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3566.34 total_reward_ma:3587.37 loss:0.2822 fps:1719 +frame:7.39e+06 wall_t:4298 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.355 +2026-01-06 12:37:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3537.99 total_reward_ma:3587.35 loss:0.2504 fps:1720 +frame:7.40e+06 wall_t:4303 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.279 +2026-01-06 12:37:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3516.63 total_reward_ma:3586.69 loss:0.192 fps:1720 +frame:7.41e+06 wall_t:4307 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.301 +2026-01-06 12:37:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3535.50 total_reward_ma:3587.08 loss:0.1834 fps:1721 +frame:7.42e+06 wall_t:4312 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.435 +2026-01-06 12:37:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3386.06 total_reward_ma:3586.74 loss:0.2211 fps:1721 +frame:7.43e+06 wall_t:4317 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.496 +2026-01-06 12:37:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3366.12 total_reward_ma:3584.80 loss:0.2139 fps:1722 +frame:7.44e+06 wall_t:4321 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.418 +2026-01-06 12:37:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3448.71 total_reward_ma:3583.13 loss:0.2617 fps:1722 +frame:7.45e+06 wall_t:4326 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.459 +2026-01-06 12:37:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3487.85 total_reward_ma:3582.62 loss:0.2222 fps:1722 +frame:7.46e+06 wall_t:4331 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 12:38:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3582.16 total_reward_ma:3581.29 loss:0.3296 fps:1723 +frame:7.47e+06 wall_t:4336 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.437 +2026-01-06 12:38:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3566.24 total_reward_ma:3578.83 loss:0.1766 fps:1723 +frame:7.48e+06 wall_t:4341 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 12:38:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3589.90 total_reward_ma:3577.11 loss:0.1723 fps:1724 +frame:7.49e+06 wall_t:4345 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.491 +2026-01-06 12:38:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3666.32 total_reward_ma:3576.56 loss:0.2314 fps:1724 +frame:7.50e+06 wall_t:4350 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.423 +2026-01-06 12:38:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3717.84 total_reward_ma:3575.89 loss:0.215 fps:1724 +frame:7.51e+06 wall_t:4355 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.313 +2026-01-06 12:38:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3895.51 total_reward_ma:3576.49 loss:0.1418 fps:1725 +frame:7.52e+06 wall_t:4359 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 12:38:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3767.03 total_reward_ma:3576.05 loss:0.2261 fps:1725 +frame:7.53e+06 wall_t:4364 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.356 +2026-01-06 12:38:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3818.53 total_reward_ma:3577.75 loss:0.273 fps:1726 +frame:7.54e+06 wall_t:4369 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.363 +2026-01-06 12:38:39 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4004.66 total_reward_ma:3581.16 loss:0.2469 fps:1727 +frame:7.55e+06 wall_t:4373 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.253 +2026-01-06 12:38:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3826.17 total_reward_ma:3582.54 loss:0.197 fps:1727 +frame:7.56e+06 wall_t:4378 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.396 +2026-01-06 12:38:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3740.02 total_reward_ma:3583.66 loss:0.1842 fps:1727 +frame:7.57e+06 wall_t:4383 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.288 +2026-01-06 12:38:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3609.62 total_reward_ma:3584.59 loss:0.2267 fps:1727 +frame:7.58e+06 wall_t:4388 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.329 +2026-01-06 12:38:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3595.57 total_reward_ma:3586.41 loss:0.2914 fps:1728 +frame:7.59e+06 wall_t:4393 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.303 +2026-01-06 12:39:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3845.15 total_reward_ma:3588.24 loss:0.3342 fps:1728 +frame:7.60e+06 wall_t:4397 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.418 +2026-01-06 12:39:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3712.72 total_reward_ma:3590.22 loss:0.2604 fps:1729 +frame:7.61e+06 wall_t:4402 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.462 +2026-01-06 12:39:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4033.65 total_reward_ma:3595.36 loss:0.1578 fps:1729 +frame:7.62e+06 wall_t:4407 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 12:39:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4074.54 total_reward_ma:3600.15 loss:0.3643 fps:1729 +frame:7.63e+06 wall_t:4412 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.443 +2026-01-06 12:39:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4022.99 total_reward_ma:3604.17 loss:0.1893 fps:1730 +frame:7.64e+06 wall_t:4417 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.36 +2026-01-06 12:39:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4082.63 total_reward_ma:3610.17 loss:0.1851 fps:1730 +frame:7.65e+06 wall_t:4422 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.425 +2026-01-06 12:39:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3847.23 total_reward_ma:3614.83 loss:0.1522 fps:1730 +frame:7.66e+06 wall_t:4428 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.323 +2026-01-06 12:39:39 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3715.53 total_reward_ma:3616.68 loss:0.204 fps:1730 +frame:7.67e+06 wall_t:4433 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.451 +2026-01-06 12:39:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3629.26 total_reward_ma:3618.33 loss:0.2877 fps:1731 +frame:7.68e+06 wall_t:4438 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.308 +2026-01-06 12:39:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3660.54 total_reward_ma:3620.43 loss:0.2318 fps:1731 +frame:7.69e+06 wall_t:4442 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 12:39:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3608.10 total_reward_ma:3622.90 loss:0.2642 fps:1732 +frame:7.70e+06 wall_t:4447 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.309 +2026-01-06 12:39:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3506.41 total_reward_ma:3623.23 loss:0.233 fps:1732 +frame:7.71e+06 wall_t:4452 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.384 +2026-01-06 12:40:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3582.39 total_reward_ma:3624.14 loss:0.2359 fps:1732 +frame:7.72e+06 wall_t:4457 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.495 +2026-01-06 12:40:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3771.36 total_reward_ma:3626.71 loss:0.1989 fps:1732 +frame:7.73e+06 wall_t:4462 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.401 +2026-01-06 12:40:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3696.24 total_reward_ma:3627.65 loss:0.1732 fps:1733 +frame:7.74e+06 wall_t:4466 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.41 +2026-01-06 12:40:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3398.29 total_reward_ma:3625.59 loss:0.1653 fps:1733 +frame:7.75e+06 wall_t:4471 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 12:40:22 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3553.01 total_reward_ma:3624.58 loss:0.1342 fps:1734 +frame:7.76e+06 wall_t:4476 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.505 +2026-01-06 12:40:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3580.01 total_reward_ma:3624.57 loss:0.2537 fps:1734 +frame:7.77e+06 wall_t:4480 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.383 +2026-01-06 12:40:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3563.06 total_reward_ma:3625.26 loss:0.2835 fps:1734 +frame:7.78e+06 wall_t:4486 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.314 +2026-01-06 12:40:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3514.10 total_reward_ma:3624.48 loss:0.1938 fps:1735 +frame:7.79e+06 wall_t:4491 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.342 +2026-01-06 12:40:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3517.18 total_reward_ma:3622.67 loss:0.2363 fps:1735 +frame:7.80e+06 wall_t:4496 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.359 +2026-01-06 12:40:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3454.51 total_reward_ma:3622.52 loss:0.2619 fps:1735 +frame:7.81e+06 wall_t:4501 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.491 +2026-01-06 12:40:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3480.75 total_reward_ma:3622.98 loss:0.2206 fps:1735 +frame:7.82e+06 wall_t:4506 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.381 +2026-01-06 12:40:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3545.83 total_reward_ma:3623.98 loss:0.199 fps:1736 +frame:7.83e+06 wall_t:4511 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.405 +2026-01-06 12:41:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3519.01 total_reward_ma:3624.70 loss:0.2433 fps:1736 +frame:7.84e+06 wall_t:4516 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.492 +2026-01-06 12:41:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3553.32 total_reward_ma:3627.30 loss:0.1552 fps:1736 +frame:7.85e+06 wall_t:4521 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.465 +2026-01-06 12:41:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3556.62 total_reward_ma:3630.66 loss:0.1969 fps:1737 +frame:7.86e+06 wall_t:4526 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.336 +2026-01-06 12:41:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3879.42 total_reward_ma:3635.90 loss:0.3628 fps:1737 +frame:7.87e+06 wall_t:4530 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.43 +2026-01-06 12:41:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3757.18 total_reward_ma:3640.05 loss:0.189 fps:1738 +frame:7.88e+06 wall_t:4535 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.381 +2026-01-06 12:41:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3743.57 total_reward_ma:3643.54 loss:0.2206 fps:1738 +frame:7.89e+06 wall_t:4540 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.42 +2026-01-06 12:41:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3789.76 total_reward_ma:3646.39 loss:0.259 fps:1738 +frame:7.90e+06 wall_t:4545 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.407 +2026-01-06 12:41:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3545.22 total_reward_ma:3644.68 loss:0.1696 fps:1739 +frame:7.91e+06 wall_t:4549 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.5 +2026-01-06 12:41:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3609.94 total_reward_ma:3643.19 loss:0.2089 fps:1739 +frame:7.92e+06 wall_t:4554 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.496 +2026-01-06 12:41:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3531.40 total_reward_ma:3642.71 loss:0.2677 fps:1739 +frame:7.93e+06 wall_t:4559 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.309 +2026-01-06 12:41:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3424.48 total_reward_ma:3640.27 loss:0.173 fps:1740 +frame:7.94e+06 wall_t:4563 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 12:41:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3366.10 total_reward_ma:3636.13 loss:0.1749 fps:1740 +frame:7.95e+06 wall_t:4568 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.332 +2026-01-06 12:41:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3517.15 total_reward_ma:3633.84 loss:0.2798 fps:1741 +frame:7.96e+06 wall_t:4573 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.304 +2026-01-06 12:42:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3638.89 total_reward_ma:3632.78 loss:0.2164 fps:1741 +frame:7.97e+06 wall_t:4578 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.353 +2026-01-06 12:42:09 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3717.43 total_reward_ma:3631.95 loss:0.2138 fps:1742 +frame:7.98e+06 wall_t:4582 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.357 +2026-01-06 12:42:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3821.92 total_reward_ma:3632.72 loss:0.2199 fps:1741 +frame:7.99e+06 wall_t:4588 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.334 +2026-01-06 12:42:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3859.74 total_reward_ma:3632.77 loss:0.2527 fps:1742 +frame:8.00e+06 wall_t:4593 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.328 +2026-01-06 12:42:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4029.16 total_reward_ma:3635.45 loss:0.3145 fps:1742 +frame:8.01e+06 wall_t:4598 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.286 +2026-01-06 12:42:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3984.06 total_reward_ma:3637.17 loss:0.2033 fps:1742 +frame:8.02e+06 wall_t:4603 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.275 +2026-01-06 12:42:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3948.33 total_reward_ma:3639.02 loss:0.1773 fps:1743 +frame:8.03e+06 wall_t:4607 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.345 +2026-01-06 12:42:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3996.23 total_reward_ma:3641.39 loss:0.2072 fps:1743 +frame:8.04e+06 wall_t:4612 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.253 +2026-01-06 12:42:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3815.75 total_reward_ma:3641.86 loss:0.2934 fps:1744 +frame:8.05e+06 wall_t:4617 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.264 +2026-01-06 12:42:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3896.44 total_reward_ma:3642.53 loss:0.2772 fps:1744 +frame:8.06e+06 wall_t:4622 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.36 +2026-01-06 12:42:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3865.79 total_reward_ma:3642.93 loss:0.2047 fps:1744 +frame:8.07e+06 wall_t:4627 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.284 +2026-01-06 12:42:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3790.88 total_reward_ma:3642.60 loss:0.1656 fps:1744 +frame:8.08e+06 wall_t:4632 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.209 +2026-01-06 12:43:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3594.06 total_reward_ma:3641.35 loss:0.1968 fps:1745 +frame:8.09e+06 wall_t:4636 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.224 +2026-01-06 12:43:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3634.04 total_reward_ma:3641.16 loss:0.2427 fps:1745 +frame:8.10e+06 wall_t:4641 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 12:43:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3623.64 total_reward_ma:3640.59 loss:0.2693 fps:1746 +frame:8.11e+06 wall_t:4646 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.244 +2026-01-06 12:43:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3322.50 total_reward_ma:3637.60 loss:0.1681 fps:1746 +frame:8.12e+06 wall_t:4651 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.337 +2026-01-06 12:43:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3271.58 total_reward_ma:3633.27 loss:0.2362 fps:1746 +frame:8.13e+06 wall_t:4656 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 12:43:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3406.67 total_reward_ma:3629.51 loss:0.2817 fps:1746 +frame:8.14e+06 wall_t:4661 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.374 +2026-01-06 12:43:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3513.00 total_reward_ma:3626.68 loss:0.2579 fps:1747 +frame:8.15e+06 wall_t:4666 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 12:43:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3489.79 total_reward_ma:3625.03 loss:0.2068 fps:1747 +frame:8.16e+06 wall_t:4670 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.289 +2026-01-06 12:43:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3409.13 total_reward_ma:3623.39 loss:0.1968 fps:1748 +frame:8.17e+06 wall_t:4675 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.348 +2026-01-06 12:43:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3522.21 total_reward_ma:3622.91 loss:0.1498 fps:1748 +frame:8.18e+06 wall_t:4680 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.346 +2026-01-06 12:43:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3602.53 total_reward_ma:3624.55 loss:0.2381 fps:1748 +frame:8.19e+06 wall_t:4685 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.366 +2026-01-06 12:43:56 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3621.13 total_reward_ma:3628.40 loss:0.1542 fps:1748 +frame:8.20e+06 wall_t:4690 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.487 +2026-01-06 12:44:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3620.70 total_reward_ma:3632.03 loss:0.1725 fps:1749 +frame:8.21e+06 wall_t:4694 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 12:44:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3676.31 total_reward_ma:3635.35 loss:0.2717 fps:1749 +frame:8.22e+06 wall_t:4699 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.309 +2026-01-06 12:44:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3761.67 total_reward_ma:3639.97 loss:0.1369 fps:1750 +frame:8.23e+06 wall_t:4704 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.281 +2026-01-06 12:44:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3741.34 total_reward_ma:3644.83 loss:0.1676 fps:1750 +frame:8.24e+06 wall_t:4709 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.41 +2026-01-06 12:44:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3743.32 total_reward_ma:3649.80 loss:0.1789 fps:1750 +frame:8.25e+06 wall_t:4714 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.421 +2026-01-06 12:44:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3745.03 total_reward_ma:3653.11 loss:0.1886 fps:1750 +frame:8.26e+06 wall_t:4719 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 12:44:30 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3789.35 total_reward_ma:3657.47 loss:0.2143 fps:1751 +frame:8.27e+06 wall_t:4724 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.385 +2026-01-06 12:44:35 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3665.96 total_reward_ma:3659.56 loss:0.2206 fps:1751 +frame:8.28e+06 wall_t:4729 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.354 +2026-01-06 12:44:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3651.24 total_reward_ma:3660.85 loss:0.2348 fps:1751 +frame:8.29e+06 wall_t:4734 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.465 +2026-01-06 12:44:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3756.61 total_reward_ma:3661.39 loss:0.2632 fps:1751 +frame:8.30e+06 wall_t:4739 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.304 +2026-01-06 12:44:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3870.47 total_reward_ma:3662.92 loss:0.2691 fps:1751 +frame:8.31e+06 wall_t:4745 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.248 +2026-01-06 12:44:56 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3758.37 total_reward_ma:3662.83 loss:0.1844 fps:1752 +frame:8.32e+06 wall_t:4750 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.321 +2026-01-06 12:45:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3752.03 total_reward_ma:3663.33 loss:0.1498 fps:1752 +frame:8.33e+06 wall_t:4754 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.332 +2026-01-06 12:45:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3803.65 total_reward_ma:3664.61 loss:0.1384 fps:1752 +frame:8.34e+06 wall_t:4759 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 12:45:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3732.52 total_reward_ma:3665.14 loss:0.3008 fps:1753 +frame:8.35e+06 wall_t:4764 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.356 +2026-01-06 12:45:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3815.16 total_reward_ma:3667.21 loss:0.2158 fps:1753 +frame:8.36e+06 wall_t:4769 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.303 +2026-01-06 12:45:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3807.88 total_reward_ma:3670.09 loss:0.1653 fps:1754 +frame:8.37e+06 wall_t:4773 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.232 +2026-01-06 12:45:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3805.45 total_reward_ma:3672.85 loss:0.2422 fps:1754 +frame:8.38e+06 wall_t:4778 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.36 +2026-01-06 12:45:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3762.04 total_reward_ma:3674.81 loss:0.2022 fps:1754 +frame:8.39e+06 wall_t:4783 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.247 +2026-01-06 12:45:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3637.52 total_reward_ma:3675.81 loss:0.2297 fps:1754 +frame:8.40e+06 wall_t:4788 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.248 +2026-01-06 12:45:39 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3844.26 total_reward_ma:3679.08 loss:0.2059 fps:1755 +frame:8.41e+06 wall_t:4793 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.297 +2026-01-06 12:45:44 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3660.13 total_reward_ma:3680.33 loss:0.1987 fps:1755 +frame:8.42e+06 wall_t:4798 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.279 +2026-01-06 12:45:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3762.01 total_reward_ma:3684.09 loss:0.3862 fps:1755 +frame:8.43e+06 wall_t:4803 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.348 +2026-01-06 12:45:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3785.29 total_reward_ma:3688.28 loss:0.2292 fps:1755 +frame:8.44e+06 wall_t:4808 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.332 +2026-01-06 12:45:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3859.43 total_reward_ma:3692.39 loss:0.1826 fps:1756 +frame:8.45e+06 wall_t:4813 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 12:46:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3899.25 total_reward_ma:3696.50 loss:0.2057 fps:1756 +frame:8.46e+06 wall_t:4817 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.295 +2026-01-06 12:46:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3672.56 total_reward_ma:3697.41 loss:0.2393 fps:1757 +frame:8.47e+06 wall_t:4822 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.301 +2026-01-06 12:46:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3676.34 total_reward_ma:3698.51 loss:0.15 fps:1757 +frame:8.48e+06 wall_t:4827 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 12:46:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3573.21 total_reward_ma:3698.34 loss:0.2055 fps:1757 +frame:8.49e+06 wall_t:4832 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.25 +2026-01-06 12:46:23 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3557.66 total_reward_ma:3697.25 loss:0.2621 fps:1757 +frame:8.50e+06 wall_t:4837 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.28 +2026-01-06 12:46:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3661.53 total_reward_ma:3696.69 loss:0.217 fps:1758 +frame:8.51e+06 wall_t:4842 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.293 +2026-01-06 12:46:33 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3465.49 total_reward_ma:3692.39 loss:0.1528 fps:1758 +frame:8.52e+06 wall_t:4846 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.33 +2026-01-06 12:46:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3340.06 total_reward_ma:3688.12 loss:0.1889 fps:1758 +frame:8.53e+06 wall_t:4851 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.351 +2026-01-06 12:46:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3422.02 total_reward_ma:3684.15 loss:0.4257 fps:1759 +frame:8.54e+06 wall_t:4856 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.227 +2026-01-06 12:46:47 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3627.67 total_reward_ma:3680.38 loss:0.1723 fps:1759 +frame:8.55e+06 wall_t:4861 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.317 +2026-01-06 12:46:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3688.62 total_reward_ma:3679.01 loss:0.2018 fps:1759 +frame:8.56e+06 wall_t:4866 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.248 +2026-01-06 12:46:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3646.83 total_reward_ma:3678.08 loss:0.2145 fps:1759 +frame:8.57e+06 wall_t:4871 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.383 +2026-01-06 12:47:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3756.37 total_reward_ma:3679.54 loss:0.1967 fps:1760 +frame:8.58e+06 wall_t:4876 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.394 +2026-01-06 12:47:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3880.46 total_reward_ma:3682.39 loss:0.2096 fps:1760 +frame:8.59e+06 wall_t:4880 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 12:47:11 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3888.11 total_reward_ma:3682.82 loss:0.2372 fps:1760 +frame:8.60e+06 wall_t:4885 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 12:47:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3755.17 total_reward_ma:3683.25 loss:0.2468 fps:1761 +frame:8.61e+06 wall_t:4890 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.268 +2026-01-06 12:47:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3672.24 total_reward_ma:3679.63 loss:0.4175 fps:1761 +frame:8.62e+06 wall_t:4895 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.268 +2026-01-06 12:47:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3586.91 total_reward_ma:3674.76 loss:0.2255 fps:1761 +frame:8.63e+06 wall_t:4900 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.212 +2026-01-06 12:47:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3638.23 total_reward_ma:3670.91 loss:0.1654 fps:1761 +frame:8.64e+06 wall_t:4905 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.288 +2026-01-06 12:47:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3650.02 total_reward_ma:3666.58 loss:0.3264 fps:1762 +frame:8.65e+06 wall_t:4910 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.339 +2026-01-06 12:47:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3631.04 total_reward_ma:3664.42 loss:0.2349 fps:1762 +frame:8.66e+06 wall_t:4914 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.334 +2026-01-06 12:47:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3701.58 total_reward_ma:3664.28 loss:0.2184 fps:1763 +frame:8.67e+06 wall_t:4919 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.219 +2026-01-06 12:47:50 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3644.26 total_reward_ma:3664.43 loss:0.2442 fps:1763 +frame:8.68e+06 wall_t:4924 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 12:47:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3776.98 total_reward_ma:3665.60 loss:0.2535 fps:1763 +frame:8.69e+06 wall_t:4929 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.231 +2026-01-06 12:48:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3655.98 total_reward_ma:3666.08 loss:0.2343 fps:1763 +frame:8.70e+06 wall_t:4934 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.381 +2026-01-06 12:48:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3698.84 total_reward_ma:3668.00 loss:0.2521 fps:1764 +frame:8.71e+06 wall_t:4939 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 12:48:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3759.41 total_reward_ma:3669.77 loss:0.1776 fps:1764 +frame:8.72e+06 wall_t:4944 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.302 +2026-01-06 12:48:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3613.83 total_reward_ma:3668.20 loss:0.1869 fps:1764 +frame:8.73e+06 wall_t:4949 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 12:48:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3717.00 total_reward_ma:3668.40 loss:0.2829 fps:1764 +frame:8.74e+06 wall_t:4955 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.216 +2026-01-06 12:48:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3593.07 total_reward_ma:3670.35 loss:0.1979 fps:1764 +frame:8.75e+06 wall_t:4960 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.313 +2026-01-06 12:48:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3871.61 total_reward_ma:3673.54 loss:0.3142 fps:1764 +frame:8.76e+06 wall_t:4965 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.302 +2026-01-06 12:48:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3964.24 total_reward_ma:3677.38 loss:0.2658 fps:1764 +frame:8.77e+06 wall_t:4971 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.267 +2026-01-06 12:48:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3886.74 total_reward_ma:3680.62 loss:0.2202 fps:1765 +frame:8.78e+06 wall_t:4975 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.295 +2026-01-06 12:48:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3952.36 total_reward_ma:3685.00 loss:0.2001 fps:1765 +frame:8.79e+06 wall_t:4979 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.247 +2026-01-06 12:48:50 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3853.24 total_reward_ma:3688.36 loss:0.1805 fps:1766 +frame:8.80e+06 wall_t:4984 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.394 +2026-01-06 12:48:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3967.57 total_reward_ma:3693.49 loss:0.2499 fps:1766 +frame:8.81e+06 wall_t:4989 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 12:49:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4115.21 total_reward_ma:3699.83 loss:0.2117 fps:1766 +frame:8.82e+06 wall_t:4994 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.321 +2026-01-06 12:49:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3927.71 total_reward_ma:3703.65 loss:0.178 fps:1766 +frame:8.83e+06 wall_t:4999 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.33 +2026-01-06 12:49:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3756.60 total_reward_ma:3706.03 loss:0.2051 fps:1767 +frame:8.84e+06 wall_t:5004 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 12:49:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3896.92 total_reward_ma:3709.46 loss:0.1882 fps:1767 +frame:8.85e+06 wall_t:5008 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.317 +2026-01-06 12:49:19 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3772.45 total_reward_ma:3711.62 loss:0.258 fps:1767 +frame:8.86e+06 wall_t:5013 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.205 +2026-01-06 12:49:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3722.87 total_reward_ma:3710.06 loss:0.2109 fps:1768 +frame:8.87e+06 wall_t:5018 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.244 +2026-01-06 12:49:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3754.30 total_reward_ma:3710.03 loss:0.2484 fps:1768 +frame:8.88e+06 wall_t:5023 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.271 +2026-01-06 12:49:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3832.79 total_reward_ma:3710.92 loss:0.2948 fps:1768 +frame:8.89e+06 wall_t:5027 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 12:49:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3847.30 total_reward_ma:3711.50 loss:0.2759 fps:1769 +frame:8.90e+06 wall_t:5032 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.262 +2026-01-06 12:49:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3816.27 total_reward_ma:3714.21 loss:0.2286 fps:1769 +frame:8.91e+06 wall_t:5037 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.31 +2026-01-06 12:49:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3833.34 total_reward_ma:3716.44 loss:0.1793 fps:1769 +frame:8.92e+06 wall_t:5042 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.342 +2026-01-06 12:49:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3874.28 total_reward_ma:3719.87 loss:0.1605 fps:1769 +frame:8.93e+06 wall_t:5047 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.326 +2026-01-06 12:49:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3703.46 total_reward_ma:3722.66 loss:0.2337 fps:1770 +frame:8.94e+06 wall_t:5052 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.28 +2026-01-06 12:50:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3562.62 total_reward_ma:3724.62 loss:0.2144 fps:1770 +frame:8.95e+06 wall_t:5056 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.424 +2026-01-06 12:50:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3615.88 total_reward_ma:3725.61 loss:0.1622 fps:1770 +frame:8.96e+06 wall_t:5061 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.29 +2026-01-06 12:50:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3527.81 total_reward_ma:3724.50 loss:0.1187 fps:1771 +frame:8.97e+06 wall_t:5066 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.421 +2026-01-06 12:50:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3629.09 total_reward_ma:3723.62 loss:0.2492 fps:1771 +frame:8.98e+06 wall_t:5071 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.236 +2026-01-06 12:50:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3729.40 total_reward_ma:3722.69 loss:0.272 fps:1771 +frame:8.99e+06 wall_t:5075 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.455 +2026-01-06 12:50:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3815.52 total_reward_ma:3722.25 loss:0.155 fps:1772 +frame:9.00e+06 wall_t:5080 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.479 +2026-01-06 12:50:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3753.92 total_reward_ma:3719.50 loss:0.2058 fps:1772 +frame:9.01e+06 wall_t:5085 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.402 +2026-01-06 12:50:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3779.41 total_reward_ma:3717.45 loss:0.2443 fps:1772 +frame:9.02e+06 wall_t:5090 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.422 +2026-01-06 12:50:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3749.55 total_reward_ma:3715.46 loss:0.218 fps:1773 +frame:9.03e+06 wall_t:5094 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.316 +2026-01-06 12:50:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3765.53 total_reward_ma:3713.16 loss:0.1932 fps:1773 +frame:9.04e+06 wall_t:5099 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.411 +2026-01-06 12:50:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3655.51 total_reward_ma:3711.55 loss:0.2289 fps:1773 +frame:9.05e+06 wall_t:5103 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.366 +2026-01-06 12:50:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3617.76 total_reward_ma:3708.77 loss:0.3082 fps:1774 +frame:9.06e+06 wall_t:5108 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 12:50:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3666.27 total_reward_ma:3706.77 loss:0.2282 fps:1774 +frame:9.07e+06 wall_t:5113 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 12:51:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3631.89 total_reward_ma:3705.18 loss:0.254 fps:1774 +frame:9.08e+06 wall_t:5119 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.34 +2026-01-06 12:51:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3559.81 total_reward_ma:3704.84 loss:0.226 fps:1774 +frame:9.09e+06 wall_t:5124 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.349 +2026-01-06 12:51:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3519.74 total_reward_ma:3703.70 loss:0.3089 fps:1774 +frame:9.10e+06 wall_t:5129 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.416 +2026-01-06 12:51:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3601.46 total_reward_ma:3703.47 loss:0.1395 fps:1774 +frame:9.11e+06 wall_t:5134 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.314 +2026-01-06 12:51:25 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3517.44 total_reward_ma:3705.42 loss:0.2251 fps:1775 +frame:9.12e+06 wall_t:5138 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.348 +2026-01-06 12:51:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3334.77 total_reward_ma:3706.06 loss:0.2384 fps:1775 +frame:9.13e+06 wall_t:5143 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.33 +2026-01-06 12:51:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3595.79 total_reward_ma:3707.95 loss:0.2177 fps:1775 +frame:9.14e+06 wall_t:5148 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.254 +2026-01-06 12:51:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3738.88 total_reward_ma:3710.21 loss:0.1982 fps:1776 +frame:9.15e+06 wall_t:5152 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.268 +2026-01-06 12:51:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3721.52 total_reward_ma:3712.52 loss:0.3381 fps:1776 +frame:9.16e+06 wall_t:5157 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.347 +2026-01-06 12:51:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3846.50 total_reward_ma:3716.90 loss:0.3416 fps:1777 +frame:9.17e+06 wall_t:5161 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.349 +2026-01-06 12:51:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4150.55 total_reward_ma:3723.18 loss:0.2267 fps:1777 +frame:9.18e+06 wall_t:5166 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.42 +2026-01-06 12:51:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4309.86 total_reward_ma:3730.25 loss:0.3353 fps:1777 +frame:9.19e+06 wall_t:5171 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.203 +2026-01-06 12:52:03 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4282.62 total_reward_ma:3736.87 loss:0.2052 fps:1777 +frame:9.20e+06 wall_t:5176 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.301 +2026-01-06 12:52:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4322.57 total_reward_ma:3743.89 loss:0.3396 fps:1777 +frame:9.21e+06 wall_t:5182 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.388 +2026-01-06 12:52:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4324.20 total_reward_ma:3750.37 loss:0.2745 fps:1778 +frame:9.22e+06 wall_t:5186 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.208 +2026-01-06 12:52:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4319.28 total_reward_ma:3755.94 loss:0.2651 fps:1778 +frame:9.23e+06 wall_t:5190 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.272 +2026-01-06 12:52:22 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4130.34 total_reward_ma:3759.83 loss:0.2078 fps:1779 +frame:9.24e+06 wall_t:5195 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.28 +2026-01-06 12:52:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4031.74 total_reward_ma:3762.72 loss:0.1864 fps:1779 +frame:9.25e+06 wall_t:5200 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 12:52:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3894.25 total_reward_ma:3764.21 loss:0.2034 fps:1779 +frame:9.26e+06 wall_t:5205 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.455 +2026-01-06 12:52:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3947.70 total_reward_ma:3765.79 loss:0.238 fps:1779 +frame:9.27e+06 wall_t:5210 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.339 +2026-01-06 12:52:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3719.99 total_reward_ma:3766.33 loss:0.1943 fps:1779 +frame:9.28e+06 wall_t:5215 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 12:52:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3620.26 total_reward_ma:3766.02 loss:0.2108 fps:1780 +frame:9.29e+06 wall_t:5220 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.298 +2026-01-06 12:52:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3621.41 total_reward_ma:3764.67 loss:0.195 fps:1780 +frame:9.30e+06 wall_t:5225 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 12:52:55 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3519.02 total_reward_ma:3761.16 loss:0.2063 fps:1780 +frame:9.31e+06 wall_t:5229 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.333 +2026-01-06 12:53:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3567.09 total_reward_ma:3759.24 loss:0.235 fps:1781 +frame:9.32e+06 wall_t:5234 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.376 +2026-01-06 12:53:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3565.91 total_reward_ma:3757.38 loss:0.1977 fps:1781 +frame:9.33e+06 wall_t:5239 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.267 +2026-01-06 12:53:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3552.44 total_reward_ma:3754.87 loss:0.1857 fps:1781 +frame:9.34e+06 wall_t:5244 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.366 +2026-01-06 12:53:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3638.59 total_reward_ma:3753.93 loss:0.1987 fps:1781 +frame:9.35e+06 wall_t:5249 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.159 +2026-01-06 12:53:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3728.48 total_reward_ma:3753.06 loss:0.162 fps:1781 +frame:9.36e+06 wall_t:5254 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.348 +2026-01-06 12:53:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3925.90 total_reward_ma:3754.24 loss:0.2236 fps:1782 +frame:9.37e+06 wall_t:5258 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.296 +2026-01-06 12:53:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4104.35 total_reward_ma:3757.23 loss:0.2219 fps:1782 +frame:9.38e+06 wall_t:5263 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.277 +2026-01-06 12:53:33 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3992.81 total_reward_ma:3759.54 loss:0.2534 fps:1783 +frame:9.39e+06 wall_t:5267 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.194 +2026-01-06 12:53:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4045.62 total_reward_ma:3763.62 loss:0.2121 fps:1783 +frame:9.40e+06 wall_t:5272 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.321 +2026-01-06 12:53:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4084.67 total_reward_ma:3766.03 loss:0.1818 fps:1783 +frame:9.41e+06 wall_t:5277 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 12:53:48 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3994.34 total_reward_ma:3769.37 loss:0.1431 fps:1783 +frame:9.42e+06 wall_t:5282 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.212 +2026-01-06 12:53:53 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3977.75 total_reward_ma:3771.53 loss:0.309 fps:1784 +frame:9.43e+06 wall_t:5286 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.337 +2026-01-06 12:53:57 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3927.09 total_reward_ma:3772.94 loss:0.2499 fps:1784 +frame:9.44e+06 wall_t:5291 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 12:54:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3932.88 total_reward_ma:3773.68 loss:0.2416 fps:1784 +frame:9.45e+06 wall_t:5296 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.277 +2026-01-06 12:54:07 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3965.26 total_reward_ma:3774.34 loss:0.321 fps:1785 +frame:9.46e+06 wall_t:5301 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.253 +2026-01-06 12:54:12 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3892.42 total_reward_ma:3776.54 loss:0.1797 fps:1785 +frame:9.47e+06 wall_t:5306 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.258 +2026-01-06 12:54:16 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3778.17 total_reward_ma:3777.55 loss:0.2087 fps:1785 +frame:9.48e+06 wall_t:5310 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.291 +2026-01-06 12:54:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3736.28 total_reward_ma:3779.19 loss:0.1961 fps:1786 +frame:9.49e+06 wall_t:5315 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 12:54:27 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3796.38 total_reward_ma:3781.57 loss:0.202 fps:1786 +frame:9.50e+06 wall_t:5320 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.142 +2026-01-06 12:54:31 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3717.88 total_reward_ma:3782.14 loss:0.2095 fps:1786 +frame:9.51e+06 wall_t:5325 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.282 +2026-01-06 12:54:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3619.93 total_reward_ma:3783.68 loss:0.2329 fps:1786 +frame:9.52e+06 wall_t:5330 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.41 +2026-01-06 12:54:41 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3662.34 total_reward_ma:3786.90 loss:0.1782 fps:1786 +frame:9.53e+06 wall_t:5335 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.161 +2026-01-06 12:54:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3605.46 total_reward_ma:3788.74 loss:0.2378 fps:1787 +frame:9.54e+06 wall_t:5340 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.196 +2026-01-06 12:54:51 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3639.94 total_reward_ma:3788.86 loss:0.1655 fps:1787 +frame:9.55e+06 wall_t:5345 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.312 +2026-01-06 12:54:56 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3434.77 total_reward_ma:3786.32 loss:0.1683 fps:1787 +frame:9.56e+06 wall_t:5349 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.297 +2026-01-06 12:55:00 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3454.72 total_reward_ma:3784.40 loss:0.1971 fps:1787 +frame:9.57e+06 wall_t:5354 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.252 +2026-01-06 12:55:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3567.18 total_reward_ma:3782.51 loss:0.2236 fps:1788 +frame:9.58e+06 wall_t:5359 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.278 +2026-01-06 12:55:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3480.70 total_reward_ma:3778.51 loss:0.2173 fps:1788 +frame:9.59e+06 wall_t:5364 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.24 +2026-01-06 12:55:15 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3577.21 total_reward_ma:3775.40 loss:0.3793 fps:1788 +frame:9.60e+06 wall_t:5369 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.265 +2026-01-06 12:55:20 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3646.59 total_reward_ma:3774.32 loss:0.2754 fps:1788 +frame:9.61e+06 wall_t:5374 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.223 +2026-01-06 12:55:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3741.48 total_reward_ma:3775.01 loss:0.1836 fps:1789 +frame:9.62e+06 wall_t:5378 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.287 +2026-01-06 12:55:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3678.81 total_reward_ma:3775.93 loss:0.2116 fps:1789 +frame:9.63e+06 wall_t:5383 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.329 +2026-01-06 12:55:34 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3759.55 total_reward_ma:3777.14 loss:0.2225 fps:1789 +frame:9.64e+06 wall_t:5388 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.256 +2026-01-06 12:55:38 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3731.94 total_reward_ma:3777.96 loss:0.2187 fps:1790 +frame:9.65e+06 wall_t:5392 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.26 +2026-01-06 12:55:43 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3723.09 total_reward_ma:3778.88 loss:0.2371 fps:1790 +frame:9.66e+06 wall_t:5397 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.285 +2026-01-06 12:55:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3745.76 total_reward_ma:3779.32 loss:0.2633 fps:1790 +frame:9.67e+06 wall_t:5403 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.291 +2026-01-06 12:55:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3673.02 total_reward_ma:3779.61 loss:0.2232 fps:1790 +frame:9.68e+06 wall_t:5408 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.334 +2026-01-06 12:55:59 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3708.90 total_reward_ma:3778.93 loss:0.2236 fps:1790 +frame:9.69e+06 wall_t:5413 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.291 +2026-01-06 12:56:04 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3818.98 total_reward_ma:3780.56 loss:0.271 fps:1791 +frame:9.70e+06 wall_t:5417 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.338 +2026-01-06 12:56:08 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3721.30 total_reward_ma:3780.78 loss:0.2089 fps:1791 +frame:9.71e+06 wall_t:5422 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.266 +2026-01-06 12:56:13 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3593.54 total_reward_ma:3779.13 loss:0.1898 fps:1791 +frame:9.72e+06 wall_t:5426 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.278 +2026-01-06 12:56:17 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3495.01 total_reward_ma:3777.94 loss:0.2704 fps:1792 +frame:9.73e+06 wall_t:5430 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.248 +2026-01-06 12:56:21 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3640.84 total_reward_ma:3777.18 loss:0.2426 fps:1792 +frame:9.74e+06 wall_t:5434 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.298 +2026-01-06 12:56:24 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3687.46 total_reward_ma:3778.12 loss:0.2698 fps:1793 +frame:9.75e+06 wall_t:5438 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.195 +2026-01-06 12:56:28 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3667.28 total_reward_ma:3776.08 loss:0.197 fps:1793 +frame:9.76e+06 wall_t:5442 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.339 +2026-01-06 12:56:32 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3799.61 total_reward_ma:3774.43 loss:0.1945 fps:1794 +frame:9.77e+06 wall_t:5446 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.27 +2026-01-06 12:56:36 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3837.29 total_reward_ma:3773.94 loss:0.2508 fps:1794 +frame:9.78e+06 wall_t:5450 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.195 +2026-01-06 12:56:40 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3791.45 total_reward_ma:3772.33 loss:0.258 fps:1795 +frame:9.79e+06 wall_t:5454 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.39 +2026-01-06 12:56:45 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3702.59 total_reward_ma:3770.82 loss:0.2718 fps:1796 +frame:9.80e+06 wall_t:5458 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.263 +2026-01-06 12:56:49 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3593.31 total_reward_ma:3767.08 loss:0.2976 fps:1796 +frame:9.81e+06 wall_t:5463 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.272 +2026-01-06 12:56:52 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3507.40 total_reward_ma:3761.00 loss:0.2509 fps:1797 +frame:9.82e+06 wall_t:5466 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.22 +2026-01-06 12:56:56 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3477.16 total_reward_ma:3756.49 loss:0.2612 fps:1797 +frame:9.83e+06 wall_t:5470 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.207 +2026-01-06 12:57:01 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3646.94 total_reward_ma:3755.40 loss:0.2761 fps:1797 +frame:9.84e+06 wall_t:5475 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.257 +2026-01-06 12:57:06 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3784.61 total_reward_ma:3754.27 loss:0.2935 fps:1797 +frame:9.85e+06 wall_t:5480 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.292 +2026-01-06 12:57:10 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3845.39 total_reward_ma:3755.00 loss:0.249 fps:1798 +frame:9.86e+06 wall_t:5484 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.201 +2026-01-06 12:57:14 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3884.61 total_reward_ma:3756.62 loss:0.2426 fps:1798 +frame:9.87e+06 wall_t:5488 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.354 +2026-01-06 12:57:18 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3859.70 total_reward_ma:3757.68 loss:0.2134 fps:1799 +frame:9.88e+06 wall_t:5492 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.35 +2026-01-06 12:57:22 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3882.18 total_reward_ma:3758.17 loss:0.1788 fps:1799 +frame:9.89e+06 wall_t:5496 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.225 +2026-01-06 12:57:26 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3705.36 total_reward_ma:3756.75 loss:0.2316 fps:1800 +frame:9.90e+06 wall_t:5499 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.225 +2026-01-06 12:57:29 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3696.56 total_reward_ma:3755.55 loss:0.249 fps:1801 +frame:9.91e+06 wall_t:5503 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.172 +2026-01-06 12:57:33 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3677.39 total_reward_ma:3753.99 loss:0.272 fps:1801 +frame:9.92e+06 wall_t:5507 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.194 +2026-01-06 12:57:37 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3738.65 total_reward_ma:3752.64 loss:0.1919 fps:1802 +frame:9.93e+06 wall_t:5511 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.181 +2026-01-06 12:57:42 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3875.47 total_reward_ma:3754.36 loss:0.2106 fps:1802 +frame:9.94e+06 wall_t:5516 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.235 +2026-01-06 12:57:46 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3859.51 total_reward_ma:3757.32 loss:0.2351 fps:1803 +frame:9.95e+06 wall_t:5520 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.201 +2026-01-06 12:57:50 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:3953.01 total_reward_ma:3760.70 loss:0.3105 fps:1803 +frame:9.96e+06 wall_t:5523 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.306 +2026-01-06 12:57:54 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4160.06 total_reward_ma:3767.02 loss:0.3303 fps:1804 +frame:9.97e+06 wall_t:5528 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.178 +2026-01-06 12:57:58 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4166.49 total_reward_ma:3772.39 loss:0.213 fps:1804 +frame:9.98e+06 wall_t:5532 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.23 +2026-01-06 12:58:02 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4260.71 total_reward_ma:3777.71 loss:0.3134 fps:1805 +frame:9.99e+06 wall_t:5536 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.132 +2026-01-06 12:58:05 | INFO | PID:1192 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_centipede_t0_s2 [train] +total_reward:4221.96 total_reward_ma:3781.77 loss:0.2189 fps:1806 +frame:1.00e+07 wall_t:5538 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.263 +2026-01-06 12:58:05 | INFO | PID:1192 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s3.log b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..db108784a61c81e148386e2b8948b35db06fa9f1 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-06 11:25:44 | INFO | PID:1193 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 11:25:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:1185.25 total_reward_ma:1185.25 loss:0.9521 fps:1250 +frame:1.00e+04 wall_t:8 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.879 +2026-01-06 11:26:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2031.60 total_reward_ma:1608.43 loss:0.9565 fps:1333 +frame:2.00e+04 wall_t:15 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.869 +2026-01-06 11:26:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2155.32 total_reward_ma:1790.72 loss:0.555 fps:1500 +frame:3.00e+04 wall_t:20 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.857 +2026-01-06 11:26:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2102.81 total_reward_ma:1868.75 loss:0.7503 fps:1481 +frame:4.00e+04 wall_t:27 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.852 +2026-01-06 11:26:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2166.12 total_reward_ma:1928.22 loss:0.5509 fps:1515 +frame:5.00e+04 wall_t:33 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.827 +2026-01-06 11:26:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2218.88 total_reward_ma:1976.67 loss:0.5317 fps:1500 +frame:6.00e+04 wall_t:40 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.816 +2026-01-06 11:26:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2356.27 total_reward_ma:2030.89 loss:0.3748 fps:1522 +frame:7.00e+04 wall_t:46 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.776 +2026-01-06 11:26:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2368.43 total_reward_ma:2073.09 loss:0.5091 fps:1509 +frame:8.00e+04 wall_t:53 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.746 +2026-01-06 11:26:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2387.56 total_reward_ma:2108.03 loss:0.4714 fps:1552 +frame:9.00e+04 wall_t:58 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.772 +2026-01-06 11:26:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2542.28 total_reward_ma:2151.45 loss:0.5481 fps:1538 +frame:1.00e+05 wall_t:65 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.7 +2026-01-06 11:26:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2518.64 total_reward_ma:2184.83 loss:0.4712 fps:1549 +frame:1.10e+05 wall_t:71 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.706 +2026-01-06 11:27:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2521.33 total_reward_ma:2212.88 loss:0.5568 fps:1579 +frame:1.20e+05 wall_t:76 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.69 +2026-01-06 11:27:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2446.75 total_reward_ma:2230.87 loss:0.5223 fps:1585 +frame:1.30e+05 wall_t:82 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.692 +2026-01-06 11:27:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2285.72 total_reward_ma:2234.78 loss:0.4525 fps:1591 +frame:1.40e+05 wall_t:88 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.656 +2026-01-06 11:27:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2254.42 total_reward_ma:2236.09 loss:0.4955 fps:1596 +frame:1.50e+05 wall_t:94 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.637 +2026-01-06 11:27:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2272.48 total_reward_ma:2238.37 loss:0.5514 fps:1600 +frame:1.60e+05 wall_t:100 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.672 +2026-01-06 11:27:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2129.06 total_reward_ma:2231.94 loss:0.6369 fps:1589 +frame:1.70e+05 wall_t:107 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.662 +2026-01-06 11:27:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2183.23 total_reward_ma:2229.23 loss:0.4148 fps:1607 +frame:1.80e+05 wall_t:112 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.684 +2026-01-06 11:27:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2170.50 total_reward_ma:2226.14 loss:0.4106 fps:1610 +frame:1.90e+05 wall_t:118 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.66 +2026-01-06 11:27:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2382.01 total_reward_ma:2233.93 loss:0.4648 fps:1613 +frame:2.00e+05 wall_t:124 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.609 +2026-01-06 11:27:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2419.93 total_reward_ma:2242.79 loss:0.4405 fps:1603 +frame:2.10e+05 wall_t:131 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.609 +2026-01-06 11:28:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2439.53 total_reward_ma:2251.73 loss:0.3328 fps:1606 +frame:2.20e+05 wall_t:137 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.647 +2026-01-06 11:28:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2594.35 total_reward_ma:2266.63 loss:0.1953 fps:1608 +frame:2.30e+05 wall_t:143 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.659 +2026-01-06 11:28:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2603.06 total_reward_ma:2280.65 loss:0.4079 fps:1611 +frame:2.40e+05 wall_t:149 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.667 +2026-01-06 11:28:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2678.97 total_reward_ma:2296.58 loss:0.5466 fps:1613 +frame:2.50e+05 wall_t:155 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.632 +2026-01-06 11:28:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2703.46 total_reward_ma:2312.23 loss:0.481 fps:1615 +frame:2.60e+05 wall_t:161 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.621 +2026-01-06 11:28:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2709.94 total_reward_ma:2326.96 loss:0.1591 fps:1617 +frame:2.70e+05 wall_t:167 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.598 +2026-01-06 11:28:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2737.17 total_reward_ma:2341.61 loss:0.3363 fps:1618 +frame:2.80e+05 wall_t:173 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.581 +2026-01-06 11:28:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2877.98 total_reward_ma:2360.11 loss:0.5774 fps:1620 +frame:2.90e+05 wall_t:179 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.545 +2026-01-06 11:28:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2867.91 total_reward_ma:2377.03 loss:0.3423 fps:1622 +frame:3.00e+05 wall_t:185 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.521 +2026-01-06 11:28:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2714.87 total_reward_ma:2387.93 loss:0.4148 fps:1623 +frame:3.10e+05 wall_t:191 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.396 +2026-01-06 11:29:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2784.08 total_reward_ma:2400.31 loss:0.3221 fps:1624 +frame:3.20e+05 wall_t:197 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.537 +2026-01-06 11:29:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2714.79 total_reward_ma:2409.84 loss:0.1886 fps:1634 +frame:3.30e+05 wall_t:202 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.517 +2026-01-06 11:29:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2687.80 total_reward_ma:2418.01 loss:0.3286 fps:1627 +frame:3.40e+05 wall_t:209 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.401 +2026-01-06 11:29:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2573.02 total_reward_ma:2422.44 loss:0.3531 fps:1628 +frame:3.50e+05 wall_t:215 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.492 +2026-01-06 11:29:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2492.77 total_reward_ma:2424.40 loss:0.3769 fps:1622 +frame:3.60e+05 wall_t:222 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.38 +2026-01-06 11:29:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2479.05 total_reward_ma:2425.87 loss:0.2698 fps:1616 +frame:3.70e+05 wall_t:229 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.545 +2026-01-06 11:29:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2586.30 total_reward_ma:2430.10 loss:0.4091 fps:1617 +frame:3.80e+05 wall_t:235 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.356 +2026-01-06 11:29:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2751.31 total_reward_ma:2438.33 loss:0.2326 fps:1618 +frame:3.90e+05 wall_t:241 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.422 +2026-01-06 11:29:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2714.56 total_reward_ma:2445.24 loss:0.4004 fps:1619 +frame:4.00e+05 wall_t:247 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.498 +2026-01-06 11:30:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2729.73 total_reward_ma:2452.18 loss:0.2863 fps:1614 +frame:4.10e+05 wall_t:254 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.456 +2026-01-06 11:30:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2747.97 total_reward_ma:2459.22 loss:0.3368 fps:1615 +frame:4.20e+05 wall_t:260 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.413 +2026-01-06 11:30:11 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2746.11 total_reward_ma:2465.89 loss:0.2844 fps:1623 +frame:4.30e+05 wall_t:265 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.518 +2026-01-06 11:30:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2718.84 total_reward_ma:2471.64 loss:0.3305 fps:1624 +frame:4.40e+05 wall_t:271 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.51 +2026-01-06 11:30:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2684.82 total_reward_ma:2476.38 loss:0.3074 fps:1625 +frame:4.50e+05 wall_t:277 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.476 +2026-01-06 11:30:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2608.43 total_reward_ma:2479.25 loss:0.1969 fps:1625 +frame:4.60e+05 wall_t:283 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.458 +2026-01-06 11:30:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2595.77 total_reward_ma:2481.73 loss:0.1862 fps:1626 +frame:4.70e+05 wall_t:289 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.432 +2026-01-06 11:30:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2641.38 total_reward_ma:2485.05 loss:0.5676 fps:1627 +frame:4.80e+05 wall_t:295 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.455 +2026-01-06 11:30:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2693.71 total_reward_ma:2489.31 loss:0.2268 fps:1623 +frame:4.90e+05 wall_t:302 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.462 +2026-01-06 11:30:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2686.41 total_reward_ma:2493.25 loss:0.2292 fps:1623 +frame:5.00e+05 wall_t:308 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.435 +2026-01-06 11:31:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2776.59 total_reward_ma:2498.81 loss:0.3061 fps:1624 +frame:5.10e+05 wall_t:314 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.47 +2026-01-06 11:31:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2849.65 total_reward_ma:2505.56 loss:0.2302 fps:1630 +frame:5.20e+05 wall_t:319 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.509 +2026-01-06 11:31:11 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2863.47 total_reward_ma:2512.31 loss:0.169 fps:1631 +frame:5.30e+05 wall_t:325 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.364 +2026-01-06 11:31:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2923.42 total_reward_ma:2519.92 loss:0.2584 fps:1627 +frame:5.40e+05 wall_t:332 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.38 +2026-01-06 11:31:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2945.18 total_reward_ma:2527.65 loss:0.3412 fps:1627 +frame:5.50e+05 wall_t:338 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.458 +2026-01-06 11:31:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3005.89 total_reward_ma:2536.19 loss:0.1462 fps:1628 +frame:5.60e+05 wall_t:344 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.526 +2026-01-06 11:31:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3048.93 total_reward_ma:2545.19 loss:0.1683 fps:1629 +frame:5.70e+05 wall_t:350 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.497 +2026-01-06 11:31:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3151.73 total_reward_ma:2555.65 loss:0.2298 fps:1629 +frame:5.80e+05 wall_t:356 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.445 +2026-01-06 11:31:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3013.34 total_reward_ma:2563.41 loss:0.2875 fps:1630 +frame:5.90e+05 wall_t:362 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.357 +2026-01-06 11:31:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2974.10 total_reward_ma:2570.25 loss:0.1637 fps:1630 +frame:6.00e+05 wall_t:368 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.45 +2026-01-06 11:32:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2951.32 total_reward_ma:2576.50 loss:0.2644 fps:1631 +frame:6.10e+05 wall_t:374 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.487 +2026-01-06 11:32:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2902.91 total_reward_ma:2581.76 loss:0.418 fps:1632 +frame:6.20e+05 wall_t:380 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.475 +2026-01-06 11:32:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2835.86 total_reward_ma:2585.79 loss:0.3339 fps:1628 +frame:6.30e+05 wall_t:387 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.509 +2026-01-06 11:32:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2689.78 total_reward_ma:2587.42 loss:0.3185 fps:1624 +frame:6.40e+05 wall_t:394 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.405 +2026-01-06 11:32:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2625.58 total_reward_ma:2588.01 loss:0.2114 fps:1625 +frame:6.50e+05 wall_t:400 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.515 +2026-01-06 11:32:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2621.13 total_reward_ma:2588.51 loss:0.2938 fps:1626 +frame:6.60e+05 wall_t:406 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.493 +2026-01-06 11:32:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2668.53 total_reward_ma:2589.70 loss:0.2425 fps:1626 +frame:6.70e+05 wall_t:412 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.455 +2026-01-06 11:32:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2718.99 total_reward_ma:2591.60 loss:0.2091 fps:1627 +frame:6.80e+05 wall_t:418 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.513 +2026-01-06 11:32:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2805.05 total_reward_ma:2594.70 loss:0.267 fps:1627 +frame:6.90e+05 wall_t:424 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.496 +2026-01-06 11:32:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2803.55 total_reward_ma:2597.68 loss:0.2819 fps:1628 +frame:7.00e+05 wall_t:430 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.415 +2026-01-06 11:33:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2856.12 total_reward_ma:2601.32 loss:0.1897 fps:1625 +frame:7.10e+05 wall_t:437 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.505 +2026-01-06 11:33:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2986.19 total_reward_ma:2606.67 loss:0.2394 fps:1622 +frame:7.20e+05 wall_t:444 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.413 +2026-01-06 11:33:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3107.20 total_reward_ma:2613.52 loss:0.2393 fps:1622 +frame:7.30e+05 wall_t:450 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.425 +2026-01-06 11:33:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2964.70 total_reward_ma:2618.27 loss:0.2388 fps:1623 +frame:7.40e+05 wall_t:456 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.451 +2026-01-06 11:33:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3022.22 total_reward_ma:2623.66 loss:0.2567 fps:1627 +frame:7.50e+05 wall_t:461 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.461 +2026-01-06 11:33:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2989.06 total_reward_ma:2628.46 loss:0.1197 fps:1624 +frame:7.60e+05 wall_t:468 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.388 +2026-01-06 11:33:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2978.55 total_reward_ma:2633.01 loss:0.1705 fps:1628 +frame:7.70e+05 wall_t:473 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.331 +2026-01-06 11:33:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3095.16 total_reward_ma:2638.93 loss:0.1529 fps:1625 +frame:7.80e+05 wall_t:480 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.282 +2026-01-06 11:33:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3050.07 total_reward_ma:2644.14 loss:0.1947 fps:1626 +frame:7.90e+05 wall_t:486 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.338 +2026-01-06 11:33:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2954.38 total_reward_ma:2648.02 loss:0.2828 fps:1626 +frame:8.00e+05 wall_t:492 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.403 +2026-01-06 11:34:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2932.71 total_reward_ma:2651.53 loss:0.2047 fps:1627 +frame:8.10e+05 wall_t:498 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.441 +2026-01-06 11:34:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2968.10 total_reward_ma:2655.39 loss:0.2966 fps:1627 +frame:8.20e+05 wall_t:504 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.302 +2026-01-06 11:34:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2888.47 total_reward_ma:2658.20 loss:0.2609 fps:1627 +frame:8.30e+05 wall_t:510 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.414 +2026-01-06 11:34:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2967.98 total_reward_ma:2661.89 loss:0.2308 fps:1628 +frame:8.40e+05 wall_t:516 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.323 +2026-01-06 11:34:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2936.76 total_reward_ma:2665.12 loss:0.1844 fps:1628 +frame:8.50e+05 wall_t:522 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.349 +2026-01-06 11:34:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2777.21 total_reward_ma:2666.43 loss:0.1822 fps:1632 +frame:8.60e+05 wall_t:527 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.341 +2026-01-06 11:34:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2761.25 total_reward_ma:2667.52 loss:0.238 fps:1632 +frame:8.70e+05 wall_t:533 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.358 +2026-01-06 11:34:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2763.63 total_reward_ma:2668.61 loss:0.1664 fps:1630 +frame:8.80e+05 wall_t:540 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.45 +2026-01-06 11:34:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2690.32 total_reward_ma:2668.85 loss:0.2638 fps:1630 +frame:8.90e+05 wall_t:546 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.387 +2026-01-06 11:34:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2769.89 total_reward_ma:2669.97 loss:0.285 fps:1630 +frame:9.00e+05 wall_t:552 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.443 +2026-01-06 11:35:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2813.51 total_reward_ma:2671.55 loss:0.2514 fps:1631 +frame:9.10e+05 wall_t:558 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.357 +2026-01-06 11:35:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2940.62 total_reward_ma:2674.48 loss:0.2796 fps:1631 +frame:9.20e+05 wall_t:564 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.46 +2026-01-06 11:35:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2977.35 total_reward_ma:2677.73 loss:0.2347 fps:1632 +frame:9.30e+05 wall_t:570 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.339 +2026-01-06 11:35:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3153.85 total_reward_ma:2682.80 loss:0.3495 fps:1635 +frame:9.40e+05 wall_t:575 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.232 +2026-01-06 11:35:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3007.44 total_reward_ma:2686.22 loss:0.1599 fps:1632 +frame:9.50e+05 wall_t:582 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.327 +2026-01-06 11:35:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3059.43 total_reward_ma:2690.10 loss:0.263 fps:1633 +frame:9.60e+05 wall_t:588 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.331 +2026-01-06 11:35:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3212.56 total_reward_ma:2695.49 loss:0.2526 fps:1633 +frame:9.70e+05 wall_t:594 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.279 +2026-01-06 11:35:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3119.46 total_reward_ma:2699.81 loss:0.3207 fps:1631 +frame:9.80e+05 wall_t:601 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.291 +2026-01-06 11:35:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2900.00 total_reward_ma:2701.84 loss:0.2235 fps:1631 +frame:9.90e+05 wall_t:607 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.245 +2026-01-06 11:35:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2928.84 total_reward_ma:2704.11 loss:0.2499 fps:1631 +frame:1.00e+06 wall_t:613 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.301 +2026-01-06 11:36:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2953.55 total_reward_ma:2721.79 loss:0.1862 fps:1632 +frame:1.01e+06 wall_t:619 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.37 +2026-01-06 11:36:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3027.24 total_reward_ma:2731.75 loss:0.1723 fps:1629 +frame:1.02e+06 wall_t:626 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.337 +2026-01-06 11:36:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3138.05 total_reward_ma:2741.57 loss:0.1893 fps:1632 +frame:1.03e+06 wall_t:631 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.315 +2026-01-06 11:36:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3195.10 total_reward_ma:2752.50 loss:0.2626 fps:1633 +frame:1.04e+06 wall_t:637 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.373 +2026-01-06 11:36:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3286.94 total_reward_ma:2763.71 loss:0.3428 fps:1633 +frame:1.05e+06 wall_t:643 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.385 +2026-01-06 11:36:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3367.25 total_reward_ma:2775.19 loss:0.1624 fps:1633 +frame:1.06e+06 wall_t:649 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.416 +2026-01-06 11:36:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3391.02 total_reward_ma:2785.54 loss:0.2118 fps:1634 +frame:1.07e+06 wall_t:655 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.454 +2026-01-06 11:36:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3334.12 total_reward_ma:2795.19 loss:0.2205 fps:1634 +frame:1.08e+06 wall_t:661 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.42 +2026-01-06 11:36:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3386.20 total_reward_ma:2805.18 loss:0.2228 fps:1634 +frame:1.09e+06 wall_t:667 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.366 +2026-01-06 11:36:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3345.52 total_reward_ma:2813.21 loss:0.2049 fps:1634 +frame:1.10e+06 wall_t:673 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.321 +2026-01-06 11:37:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3219.44 total_reward_ma:2820.22 loss:0.1968 fps:1635 +frame:1.11e+06 wall_t:679 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.256 +2026-01-06 11:37:11 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3260.58 total_reward_ma:2827.61 loss:0.2832 fps:1635 +frame:1.12e+06 wall_t:685 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.323 +2026-01-06 11:37:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3162.25 total_reward_ma:2834.77 loss:0.1424 fps:1635 +frame:1.13e+06 wall_t:691 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.255 +2026-01-06 11:37:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3120.16 total_reward_ma:2843.11 loss:0.1906 fps:1636 +frame:1.14e+06 wall_t:697 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.247 +2026-01-06 11:37:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3086.93 total_reward_ma:2851.44 loss:0.187 fps:1636 +frame:1.15e+06 wall_t:703 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.314 +2026-01-06 11:37:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3067.92 total_reward_ma:2859.39 loss:0.3658 fps:1636 +frame:1.16e+06 wall_t:709 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.198 +2026-01-06 11:37:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3124.18 total_reward_ma:2869.34 loss:0.2612 fps:1636 +frame:1.17e+06 wall_t:715 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.29 +2026-01-06 11:37:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3071.24 total_reward_ma:2878.22 loss:0.2459 fps:1637 +frame:1.18e+06 wall_t:721 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.312 +2026-01-06 11:37:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3352.42 total_reward_ma:2890.04 loss:0.3108 fps:1639 +frame:1.19e+06 wall_t:726 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.278 +2026-01-06 11:37:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3361.88 total_reward_ma:2899.84 loss:0.2278 fps:1639 +frame:1.20e+06 wall_t:732 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.315 +2026-01-06 11:38:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3462.31 total_reward_ma:2910.26 loss:0.2176 fps:1640 +frame:1.21e+06 wall_t:738 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.325 +2026-01-06 11:38:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3438.02 total_reward_ma:2920.25 loss:0.1701 fps:1640 +frame:1.22e+06 wall_t:744 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.228 +2026-01-06 11:38:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3426.05 total_reward_ma:2928.57 loss:0.1902 fps:1640 +frame:1.23e+06 wall_t:750 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.394 +2026-01-06 11:38:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3430.04 total_reward_ma:2936.84 loss:0.2184 fps:1640 +frame:1.24e+06 wall_t:756 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.316 +2026-01-06 11:38:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3523.10 total_reward_ma:2945.28 loss:0.255 fps:1640 +frame:1.25e+06 wall_t:762 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.178 +2026-01-06 11:38:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3713.79 total_reward_ma:2955.38 loss:0.1756 fps:1638 +frame:1.26e+06 wall_t:769 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.243 +2026-01-06 11:38:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3469.37 total_reward_ma:2962.97 loss:0.2558 fps:1639 +frame:1.27e+06 wall_t:775 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.16 +2026-01-06 11:38:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3377.87 total_reward_ma:2969.38 loss:0.2537 fps:1639 +frame:1.28e+06 wall_t:781 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.227 +2026-01-06 11:38:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3339.71 total_reward_ma:2974.00 loss:0.1557 fps:1641 +frame:1.29e+06 wall_t:786 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.175 +2026-01-06 11:38:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3321.70 total_reward_ma:2978.54 loss:0.206 fps:1641 +frame:1.30e+06 wall_t:792 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.256 +2026-01-06 11:39:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3312.51 total_reward_ma:2984.51 loss:0.255 fps:1642 +frame:1.31e+06 wall_t:798 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.134 +2026-01-06 11:39:11 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3316.37 total_reward_ma:2989.84 loss:0.2438 fps:1640 +frame:1.32e+06 wall_t:805 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.142 +2026-01-06 11:39:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3316.79 total_reward_ma:2995.86 loss:0.1543 fps:1640 +frame:1.33e+06 wall_t:811 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.293 +2026-01-06 11:39:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3100.86 total_reward_ma:2999.99 loss:0.2028 fps:1640 +frame:1.34e+06 wall_t:817 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.273 +2026-01-06 11:39:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3163.58 total_reward_ma:3005.89 loss:0.2471 fps:1640 +frame:1.35e+06 wall_t:823 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.338 +2026-01-06 11:39:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3143.22 total_reward_ma:3012.40 loss:0.2101 fps:1641 +frame:1.36e+06 wall_t:829 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.209 +2026-01-06 11:39:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3229.65 total_reward_ma:3019.90 loss:0.2209 fps:1641 +frame:1.37e+06 wall_t:835 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.177 +2026-01-06 11:39:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3335.97 total_reward_ma:3027.40 loss:0.2706 fps:1641 +frame:1.38e+06 wall_t:841 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.195 +2026-01-06 11:39:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3280.77 total_reward_ma:3032.69 loss:0.2122 fps:1643 +frame:1.39e+06 wall_t:846 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.203 +2026-01-06 11:39:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3254.81 total_reward_ma:3038.10 loss:0.2389 fps:1641 +frame:1.40e+06 wall_t:853 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.189 +2026-01-06 11:40:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3308.99 total_reward_ma:3043.89 loss:0.376 fps:1640 +frame:1.41e+06 wall_t:860 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.134 +2026-01-06 11:40:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3293.30 total_reward_ma:3049.34 loss:0.1326 fps:1640 +frame:1.42e+06 wall_t:866 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.256 +2026-01-06 11:40:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3300.34 total_reward_ma:3054.89 loss:0.354 fps:1640 +frame:1.43e+06 wall_t:872 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.118 +2026-01-06 11:40:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3244.14 total_reward_ma:3060.14 loss:0.1997 fps:1640 +frame:1.44e+06 wall_t:878 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.166 +2026-01-06 11:40:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3200.78 total_reward_ma:3065.30 loss:0.192 fps:1640 +frame:1.45e+06 wall_t:884 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.22 +2026-01-06 11:40:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3186.98 total_reward_ma:3071.08 loss:0.2884 fps:1640 +frame:1.46e+06 wall_t:890 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.232 +2026-01-06 11:40:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3001.26 total_reward_ma:3075.14 loss:0.1528 fps:1641 +frame:1.47e+06 wall_t:896 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.163 +2026-01-06 11:40:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2888.33 total_reward_ma:3077.61 loss:0.1616 fps:1639 +frame:1.48e+06 wall_t:903 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.089 +2026-01-06 11:40:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2850.33 total_reward_ma:3079.17 loss:0.3411 fps:1639 +frame:1.49e+06 wall_t:909 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.143 +2026-01-06 11:41:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2846.26 total_reward_ma:3080.77 loss:0.1589 fps:1639 +frame:1.50e+06 wall_t:915 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.194 +2026-01-06 11:41:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2880.82 total_reward_ma:3081.81 loss:0.2762 fps:1640 +frame:1.51e+06 wall_t:921 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.196 +2026-01-06 11:41:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2919.81 total_reward_ma:3082.52 loss:0.2324 fps:1640 +frame:1.52e+06 wall_t:927 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.123 +2026-01-06 11:41:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2978.44 total_reward_ma:3083.67 loss:0.1963 fps:1640 +frame:1.53e+06 wall_t:933 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.025 +2026-01-06 11:41:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3190.87 total_reward_ma:3086.34 loss:0.2959 fps:1640 +frame:1.54e+06 wall_t:939 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.026 +2026-01-06 11:41:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3107.36 total_reward_ma:3087.96 loss:0.2061 fps:1640 +frame:1.55e+06 wall_t:945 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.033 +2026-01-06 11:41:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3118.92 total_reward_ma:3089.09 loss:0.1911 fps:1640 +frame:1.56e+06 wall_t:951 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.125 +2026-01-06 11:41:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3166.02 total_reward_ma:3090.26 loss:0.2555 fps:1641 +frame:1.57e+06 wall_t:957 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.979 +2026-01-06 11:41:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3115.33 total_reward_ma:3089.90 loss:0.2083 fps:1641 +frame:1.58e+06 wall_t:963 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.924 +2026-01-06 11:41:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2980.62 total_reward_ma:3089.57 loss:0.1288 fps:1643 +frame:1.59e+06 wall_t:968 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.093 +2026-01-06 11:42:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2918.35 total_reward_ma:3089.01 loss:0.1802 fps:1641 +frame:1.60e+06 wall_t:975 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.048 +2026-01-06 11:42:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2901.48 total_reward_ma:3088.52 loss:0.2815 fps:1641 +frame:1.61e+06 wall_t:981 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.035 +2026-01-06 11:42:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2928.56 total_reward_ma:3088.77 loss:0.2035 fps:1641 +frame:1.62e+06 wall_t:987 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.015 +2026-01-06 11:42:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3011.73 total_reward_ma:3090.53 loss:0.2156 fps:1641 +frame:1.63e+06 wall_t:993 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.969 +2026-01-06 11:42:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3029.10 total_reward_ma:3093.92 loss:0.2145 fps:1640 +frame:1.64e+06 wall_t:1000 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.895 +2026-01-06 11:42:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3098.77 total_reward_ma:3098.66 loss:0.317 fps:1640 +frame:1.65e+06 wall_t:1006 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.114 +2026-01-06 11:42:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3255.62 total_reward_ma:3105.00 loss:0.2064 fps:1639 +frame:1.66e+06 wall_t:1013 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.015 +2026-01-06 11:42:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3209.03 total_reward_ma:3110.41 loss:0.2509 fps:1639 +frame:1.67e+06 wall_t:1019 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.051 +2026-01-06 11:42:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3095.37 total_reward_ma:3114.17 loss:0.2317 fps:1641 +frame:1.68e+06 wall_t:1024 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.946 +2026-01-06 11:42:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3208.99 total_reward_ma:3118.21 loss:0.2349 fps:1639 +frame:1.69e+06 wall_t:1031 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.033 +2026-01-06 11:43:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3282.92 total_reward_ma:3123.00 loss:0.1828 fps:1639 +frame:1.70e+06 wall_t:1037 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.165 +2026-01-06 11:43:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3392.62 total_reward_ma:3128.37 loss:0.3163 fps:1638 +frame:1.71e+06 wall_t:1044 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.997 +2026-01-06 11:43:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3249.00 total_reward_ma:3131.00 loss:0.2036 fps:1638 +frame:1.72e+06 wall_t:1050 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.064 +2026-01-06 11:43:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3186.91 total_reward_ma:3131.79 loss:0.2139 fps:1637 +frame:1.73e+06 wall_t:1057 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.946 +2026-01-06 11:43:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3148.90 total_reward_ma:3133.64 loss:0.2815 fps:1635 +frame:1.74e+06 wall_t:1064 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.989 +2026-01-06 11:43:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3200.49 total_reward_ma:3135.42 loss:0.1928 fps:1636 +frame:1.75e+06 wall_t:1070 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.004 +2026-01-06 11:43:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3174.96 total_reward_ma:3137.28 loss:0.2379 fps:1636 +frame:1.76e+06 wall_t:1076 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.13 +2026-01-06 11:43:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3109.87 total_reward_ma:3138.59 loss:0.2309 fps:1636 +frame:1.77e+06 wall_t:1082 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.079 +2026-01-06 11:43:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3227.73 total_reward_ma:3139.92 loss:0.1536 fps:1636 +frame:1.78e+06 wall_t:1088 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.14 +2026-01-06 11:44:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3212.26 total_reward_ma:3141.54 loss:0.1758 fps:1636 +frame:1.79e+06 wall_t:1094 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.077 +2026-01-06 11:44:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3160.84 total_reward_ma:3143.60 loss:0.271 fps:1636 +frame:1.80e+06 wall_t:1100 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.182 +2026-01-06 11:44:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3202.39 total_reward_ma:3146.30 loss:0.278 fps:1637 +frame:1.81e+06 wall_t:1106 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.108 +2026-01-06 11:44:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3261.99 total_reward_ma:3149.24 loss:0.136 fps:1637 +frame:1.82e+06 wall_t:1112 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.004 +2026-01-06 11:44:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3235.99 total_reward_ma:3152.71 loss:0.2773 fps:1637 +frame:1.83e+06 wall_t:1118 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.112 +2026-01-06 11:44:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3222.40 total_reward_ma:3155.26 loss:0.2128 fps:1636 +frame:1.84e+06 wall_t:1125 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.109 +2026-01-06 11:44:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3003.13 total_reward_ma:3155.92 loss:0.2277 fps:1636 +frame:1.85e+06 wall_t:1131 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.08 +2026-01-06 11:44:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3098.42 total_reward_ma:3159.13 loss:0.1824 fps:1636 +frame:1.86e+06 wall_t:1137 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.151 +2026-01-06 11:44:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3118.53 total_reward_ma:3162.71 loss:0.2692 fps:1636 +frame:1.87e+06 wall_t:1143 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.065 +2026-01-06 11:44:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3117.78 total_reward_ma:3166.25 loss:0.2629 fps:1636 +frame:1.88e+06 wall_t:1149 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.052 +2026-01-06 11:45:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2955.51 total_reward_ma:3168.90 loss:0.1797 fps:1636 +frame:1.89e+06 wall_t:1155 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.952 +2026-01-06 11:45:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2926.84 total_reward_ma:3170.47 loss:0.146 fps:1637 +frame:1.90e+06 wall_t:1161 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.109 +2026-01-06 11:45:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2946.21 total_reward_ma:3171.80 loss:0.2338 fps:1637 +frame:1.91e+06 wall_t:1167 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.053 +2026-01-06 11:45:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3009.46 total_reward_ma:3172.48 loss:0.2835 fps:1637 +frame:1.92e+06 wall_t:1173 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.999 +2026-01-06 11:45:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3105.48 total_reward_ma:3173.77 loss:0.2268 fps:1636 +frame:1.93e+06 wall_t:1180 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2 +2026-01-06 11:45:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3007.11 total_reward_ma:3172.30 loss:0.3003 fps:1636 +frame:1.94e+06 wall_t:1186 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.975 +2026-01-06 11:45:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2993.71 total_reward_ma:3172.16 loss:0.1702 fps:1636 +frame:1.95e+06 wall_t:1192 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.045 +2026-01-06 11:45:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3239.68 total_reward_ma:3173.96 loss:0.2038 fps:1637 +frame:1.96e+06 wall_t:1197 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.993 +2026-01-06 11:45:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3292.08 total_reward_ma:3174.76 loss:0.195 fps:1638 +frame:1.97e+06 wall_t:1203 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.939 +2026-01-06 11:45:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3304.48 total_reward_ma:3176.61 loss:0.2441 fps:1638 +frame:1.98e+06 wall_t:1209 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.968 +2026-01-06 11:46:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3253.13 total_reward_ma:3180.14 loss:0.174 fps:1638 +frame:1.99e+06 wall_t:1215 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.847 +2026-01-06 11:46:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3150.48 total_reward_ma:3182.36 loss:0.2167 fps:1638 +frame:2.00e+06 wall_t:1221 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.9 +2026-01-06 11:46:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3241.17 total_reward_ma:3185.23 loss:0.2221 fps:1638 +frame:2.01e+06 wall_t:1227 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.768 +2026-01-06 11:46:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3220.10 total_reward_ma:3187.16 loss:0.2265 fps:1638 +frame:2.02e+06 wall_t:1233 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.768 +2026-01-06 11:46:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3138.04 total_reward_ma:3187.16 loss:0.2292 fps:1638 +frame:2.03e+06 wall_t:1239 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.658 +2026-01-06 11:46:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3137.27 total_reward_ma:3186.58 loss:0.2426 fps:1639 +frame:2.04e+06 wall_t:1245 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.734 +2026-01-06 11:46:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3062.76 total_reward_ma:3184.34 loss:0.1348 fps:1640 +frame:2.05e+06 wall_t:1250 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.715 +2026-01-06 11:46:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3289.27 total_reward_ma:3183.56 loss:0.2312 fps:1639 +frame:2.06e+06 wall_t:1257 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.624 +2026-01-06 11:46:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3328.21 total_reward_ma:3182.93 loss:0.1917 fps:1639 +frame:2.07e+06 wall_t:1263 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.756 +2026-01-06 11:46:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3216.02 total_reward_ma:3181.75 loss:0.1748 fps:1638 +frame:2.08e+06 wall_t:1270 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.553 +2026-01-06 11:47:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3333.11 total_reward_ma:3181.22 loss:0.1934 fps:1638 +frame:2.09e+06 wall_t:1276 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.637 +2026-01-06 11:47:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3317.49 total_reward_ma:3180.94 loss:0.1483 fps:1638 +frame:2.10e+06 wall_t:1282 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.567 +2026-01-06 11:47:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3187.99 total_reward_ma:3180.63 loss:0.2429 fps:1638 +frame:2.11e+06 wall_t:1288 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.701 +2026-01-06 11:47:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3165.46 total_reward_ma:3179.68 loss:0.1833 fps:1638 +frame:2.12e+06 wall_t:1294 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.515 +2026-01-06 11:47:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3106.10 total_reward_ma:3179.11 loss:0.1966 fps:1638 +frame:2.13e+06 wall_t:1300 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.532 +2026-01-06 11:47:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3011.18 total_reward_ma:3178.02 loss:0.2626 fps:1639 +frame:2.14e+06 wall_t:1306 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.448 +2026-01-06 11:47:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3114.51 total_reward_ma:3178.30 loss:0.1717 fps:1639 +frame:2.15e+06 wall_t:1312 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.64 +2026-01-06 11:47:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:2914.54 total_reward_ma:3176.77 loss:0.1857 fps:1639 +frame:2.16e+06 wall_t:1318 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.652 +2026-01-06 11:47:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3158.48 total_reward_ma:3177.11 loss:0.3057 fps:1639 +frame:2.17e+06 wall_t:1324 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.717 +2026-01-06 11:47:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3190.29 total_reward_ma:3178.30 loss:0.1377 fps:1639 +frame:2.18e+06 wall_t:1330 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.748 +2026-01-06 11:48:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3179.32 total_reward_ma:3176.57 loss:0.2031 fps:1639 +frame:2.19e+06 wall_t:1336 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.776 +2026-01-06 11:48:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3293.98 total_reward_ma:3175.89 loss:0.1762 fps:1638 +frame:2.20e+06 wall_t:1343 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.834 +2026-01-06 11:48:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3197.91 total_reward_ma:3173.25 loss:0.1883 fps:1638 +frame:2.21e+06 wall_t:1349 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.568 +2026-01-06 11:48:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3091.94 total_reward_ma:3169.78 loss:0.1439 fps:1638 +frame:2.22e+06 wall_t:1355 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.723 +2026-01-06 11:48:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3239.13 total_reward_ma:3167.92 loss:0.2268 fps:1639 +frame:2.23e+06 wall_t:1361 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.734 +2026-01-06 11:48:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3159.49 total_reward_ma:3165.21 loss:0.2166 fps:1639 +frame:2.24e+06 wall_t:1367 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.845 +2026-01-06 11:48:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3181.05 total_reward_ma:3161.79 loss:0.1068 fps:1638 +frame:2.25e+06 wall_t:1374 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.833 +2026-01-06 11:48:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3153.78 total_reward_ma:3156.19 loss:0.1179 fps:1639 +frame:2.26e+06 wall_t:1379 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.795 +2026-01-06 11:48:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3225.24 total_reward_ma:3153.75 loss:0.2345 fps:1639 +frame:2.27e+06 wall_t:1385 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.719 +2026-01-06 11:48:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3377.25 total_reward_ma:3153.74 loss:0.2327 fps:1639 +frame:2.28e+06 wall_t:1391 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.815 +2026-01-06 11:49:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3313.18 total_reward_ma:3153.48 loss:0.1379 fps:1639 +frame:2.29e+06 wall_t:1397 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.733 +2026-01-06 11:49:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3216.70 total_reward_ma:3152.43 loss:0.1791 fps:1638 +frame:2.30e+06 wall_t:1404 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.696 +2026-01-06 11:49:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3237.60 total_reward_ma:3151.68 loss:0.1911 fps:1639 +frame:2.31e+06 wall_t:1409 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.821 +2026-01-06 11:49:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3338.96 total_reward_ma:3151.90 loss:0.2019 fps:1640 +frame:2.32e+06 wall_t:1415 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.914 +2026-01-06 11:49:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3170.02 total_reward_ma:3150.44 loss:0.1937 fps:1640 +frame:2.33e+06 wall_t:1421 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.766 +2026-01-06 11:49:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3159.21 total_reward_ma:3151.02 loss:0.2343 fps:1640 +frame:2.34e+06 wall_t:1427 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.786 +2026-01-06 11:49:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3118.15 total_reward_ma:3150.57 loss:0.1984 fps:1640 +frame:2.35e+06 wall_t:1433 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.728 +2026-01-06 11:49:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3125.31 total_reward_ma:3150.39 loss:0.1517 fps:1639 +frame:2.36e+06 wall_t:1440 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.944 +2026-01-06 11:49:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3186.70 total_reward_ma:3149.96 loss:0.1993 fps:1638 +frame:2.37e+06 wall_t:1447 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.832 +2026-01-06 11:49:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3272.39 total_reward_ma:3149.32 loss:0.23 fps:1638 +frame:2.38e+06 wall_t:1453 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.873 +2026-01-06 11:50:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3289.42 total_reward_ma:3149.41 loss:0.2017 fps:1639 +frame:2.39e+06 wall_t:1458 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.876 +2026-01-06 11:50:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3405.40 total_reward_ma:3150.91 loss:0.3119 fps:1639 +frame:2.40e+06 wall_t:1464 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.914 +2026-01-06 11:50:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3412.32 total_reward_ma:3151.95 loss:0.1649 fps:1638 +frame:2.41e+06 wall_t:1471 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.95 +2026-01-06 11:50:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3408.02 total_reward_ma:3153.09 loss:0.3869 fps:1638 +frame:2.42e+06 wall_t:1477 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.876 +2026-01-06 11:50:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3528.46 total_reward_ma:3155.38 loss:0.1917 fps:1637 +frame:2.43e+06 wall_t:1484 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.829 +2026-01-06 11:50:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3365.27 total_reward_ma:3156.59 loss:0.1872 fps:1638 +frame:2.44e+06 wall_t:1490 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.91 +2026-01-06 11:50:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3220.38 total_reward_ma:3156.78 loss:0.2614 fps:1638 +frame:2.45e+06 wall_t:1496 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.896 +2026-01-06 11:50:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3375.01 total_reward_ma:3158.66 loss:0.1903 fps:1638 +frame:2.46e+06 wall_t:1502 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.864 +2026-01-06 11:50:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3416.62 total_reward_ma:3162.82 loss:0.1191 fps:1637 +frame:2.47e+06 wall_t:1509 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.849 +2026-01-06 11:51:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3388.74 total_reward_ma:3167.82 loss:0.2446 fps:1637 +frame:2.48e+06 wall_t:1515 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.874 +2026-01-06 11:51:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3323.12 total_reward_ma:3172.55 loss:0.2459 fps:1637 +frame:2.49e+06 wall_t:1521 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.804 +2026-01-06 11:51:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3368.35 total_reward_ma:3177.77 loss:0.2362 fps:1636 +frame:2.50e+06 wall_t:1528 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.897 +2026-01-06 11:51:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3555.16 total_reward_ma:3184.51 loss:0.1497 fps:1636 +frame:2.51e+06 wall_t:1534 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.863 +2026-01-06 11:51:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3467.75 total_reward_ma:3189.99 loss:0.192 fps:1636 +frame:2.52e+06 wall_t:1540 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.747 +2026-01-06 11:51:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3339.57 total_reward_ma:3193.60 loss:0.1972 fps:1636 +frame:2.53e+06 wall_t:1546 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.771 +2026-01-06 11:51:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3336.11 total_reward_ma:3195.06 loss:0.2149 fps:1637 +frame:2.54e+06 wall_t:1552 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.827 +2026-01-06 11:51:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3513.32 total_reward_ma:3199.11 loss:0.2001 fps:1637 +frame:2.55e+06 wall_t:1558 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.807 +2026-01-06 11:51:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3568.28 total_reward_ma:3203.61 loss:0.2316 fps:1637 +frame:2.56e+06 wall_t:1564 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.829 +2026-01-06 11:51:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3568.47 total_reward_ma:3207.63 loss:0.2158 fps:1638 +frame:2.57e+06 wall_t:1569 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.756 +2026-01-06 11:52:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3565.14 total_reward_ma:3212.13 loss:0.3473 fps:1638 +frame:2.58e+06 wall_t:1575 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.822 +2026-01-06 11:52:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3589.33 total_reward_ma:3218.22 loss:0.1926 fps:1637 +frame:2.59e+06 wall_t:1582 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.766 +2026-01-06 11:52:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3766.99 total_reward_ma:3226.71 loss:0.2004 fps:1636 +frame:2.60e+06 wall_t:1589 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.642 +2026-01-06 11:52:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3779.71 total_reward_ma:3235.49 loss:0.2263 fps:1636 +frame:2.61e+06 wall_t:1595 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.71 +2026-01-06 11:52:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3581.59 total_reward_ma:3242.02 loss:0.2433 fps:1636 +frame:2.62e+06 wall_t:1601 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.755 +2026-01-06 11:52:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3440.41 total_reward_ma:3246.30 loss:0.1815 fps:1637 +frame:2.63e+06 wall_t:1607 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.824 +2026-01-06 11:52:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3411.64 total_reward_ma:3250.13 loss:0.1642 fps:1637 +frame:2.64e+06 wall_t:1613 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.894 +2026-01-06 11:52:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3366.13 total_reward_ma:3252.80 loss:0.1599 fps:1637 +frame:2.65e+06 wall_t:1619 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.923 +2026-01-06 11:52:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3278.33 total_reward_ma:3253.03 loss:0.1955 fps:1637 +frame:2.66e+06 wall_t:1625 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.9 +2026-01-06 11:52:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3297.14 total_reward_ma:3253.91 loss:0.2141 fps:1637 +frame:2.67e+06 wall_t:1631 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.923 +2026-01-06 11:53:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3241.51 total_reward_ma:3255.37 loss:0.1934 fps:1636 +frame:2.68e+06 wall_t:1638 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.989 +2026-01-06 11:53:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3254.76 total_reward_ma:3255.83 loss:0.1488 fps:1636 +frame:2.69e+06 wall_t:1644 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:2.029 +2026-01-06 11:53:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3317.75 total_reward_ma:3256.18 loss:0.3986 fps:1636 +frame:2.70e+06 wall_t:1650 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.865 +2026-01-06 11:53:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3326.96 total_reward_ma:3255.52 loss:0.1642 fps:1636 +frame:2.71e+06 wall_t:1656 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.919 +2026-01-06 11:53:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3288.21 total_reward_ma:3255.91 loss:0.1909 fps:1637 +frame:2.72e+06 wall_t:1662 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.852 +2026-01-06 11:53:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3360.08 total_reward_ma:3257.65 loss:0.2077 fps:1637 +frame:2.73e+06 wall_t:1668 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.913 +2026-01-06 11:53:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3346.13 total_reward_ma:3259.62 loss:0.1666 fps:1637 +frame:2.74e+06 wall_t:1674 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.985 +2026-01-06 11:53:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3274.14 total_reward_ma:3260.35 loss:0.2397 fps:1637 +frame:2.75e+06 wall_t:1680 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.937 +2026-01-06 11:53:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3421.30 total_reward_ma:3262.82 loss:0.18 fps:1636 +frame:2.76e+06 wall_t:1687 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.877 +2026-01-06 11:53:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3520.04 total_reward_ma:3266.92 loss:0.1612 fps:1636 +frame:2.77e+06 wall_t:1693 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.818 +2026-01-06 11:54:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3564.07 total_reward_ma:3270.28 loss:0.3367 fps:1636 +frame:2.78e+06 wall_t:1699 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.823 +2026-01-06 11:54:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3625.19 total_reward_ma:3274.41 loss:0.2483 fps:1637 +frame:2.79e+06 wall_t:1704 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.973 +2026-01-06 11:54:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3560.04 total_reward_ma:3278.40 loss:0.2248 fps:1637 +frame:2.80e+06 wall_t:1710 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.965 +2026-01-06 11:54:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3536.90 total_reward_ma:3281.75 loss:0.3562 fps:1638 +frame:2.81e+06 wall_t:1716 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:2.006 +2026-01-06 11:54:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3672.49 total_reward_ma:3285.85 loss:0.1992 fps:1638 +frame:2.82e+06 wall_t:1722 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:2.004 +2026-01-06 11:54:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3574.77 total_reward_ma:3289.24 loss:0.1644 fps:1638 +frame:2.83e+06 wall_t:1728 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:2.007 +2026-01-06 11:54:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3560.77 total_reward_ma:3292.63 loss:0.1901 fps:1638 +frame:2.84e+06 wall_t:1734 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.918 +2026-01-06 11:54:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3390.22 total_reward_ma:3296.50 loss:0.1871 fps:1638 +frame:2.85e+06 wall_t:1740 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:2.003 +2026-01-06 11:54:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3315.26 total_reward_ma:3298.67 loss:0.3823 fps:1638 +frame:2.86e+06 wall_t:1746 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:2.042 +2026-01-06 11:54:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3231.90 total_reward_ma:3299.80 loss:0.1411 fps:1638 +frame:2.87e+06 wall_t:1752 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.996 +2026-01-06 11:55:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3324.03 total_reward_ma:3301.86 loss:0.1529 fps:1639 +frame:2.88e+06 wall_t:1757 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:2.016 +2026-01-06 11:55:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3252.56 total_reward_ma:3304.83 loss:0.2566 fps:1638 +frame:2.89e+06 wall_t:1764 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.887 +2026-01-06 11:55:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3219.79 total_reward_ma:3307.76 loss:0.2201 fps:1638 +frame:2.90e+06 wall_t:1770 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:2.007 +2026-01-06 11:55:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3197.17 total_reward_ma:3310.27 loss:0.3428 fps:1639 +frame:2.91e+06 wall_t:1775 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.929 +2026-01-06 11:55:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3235.34 total_reward_ma:3312.53 loss:0.1827 fps:1639 +frame:2.92e+06 wall_t:1782 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.82 +2026-01-06 11:55:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3236.98 total_reward_ma:3313.84 loss:0.166 fps:1639 +frame:2.93e+06 wall_t:1788 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.941 +2026-01-06 11:55:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3252.97 total_reward_ma:3316.30 loss:0.2209 fps:1639 +frame:2.94e+06 wall_t:1794 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.891 +2026-01-06 11:55:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3358.32 total_reward_ma:3319.95 loss:0.2024 fps:1639 +frame:2.95e+06 wall_t:1800 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.981 +2026-01-06 11:55:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3238.60 total_reward_ma:3319.94 loss:0.3097 fps:1639 +frame:2.96e+06 wall_t:1806 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.943 +2026-01-06 11:55:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3275.63 total_reward_ma:3319.77 loss:0.1934 fps:1639 +frame:2.97e+06 wall_t:1812 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.886 +2026-01-06 11:56:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3349.86 total_reward_ma:3320.23 loss:0.2591 fps:1639 +frame:2.98e+06 wall_t:1818 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.868 +2026-01-06 11:56:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3283.85 total_reward_ma:3320.54 loss:0.1893 fps:1639 +frame:2.99e+06 wall_t:1824 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.93 +2026-01-06 11:56:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3285.82 total_reward_ma:3321.89 loss:0.1228 fps:1639 +frame:3.00e+06 wall_t:1830 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.908 +2026-01-06 11:56:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3289.82 total_reward_ma:3322.38 loss:0.1168 fps:1639 +frame:3.01e+06 wall_t:1836 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.982 +2026-01-06 11:56:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3319.34 total_reward_ma:3323.37 loss:0.2558 fps:1640 +frame:3.02e+06 wall_t:1842 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.894 +2026-01-06 11:56:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3400.39 total_reward_ma:3325.99 loss:0.2062 fps:1639 +frame:3.03e+06 wall_t:1849 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.909 +2026-01-06 11:56:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3421.12 total_reward_ma:3328.83 loss:0.1096 fps:1639 +frame:3.04e+06 wall_t:1855 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:2.03 +2026-01-06 11:56:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3332.12 total_reward_ma:3331.52 loss:0.1816 fps:1639 +frame:3.05e+06 wall_t:1861 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.93 +2026-01-06 11:56:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3304.80 total_reward_ma:3331.68 loss:0.237 fps:1639 +frame:3.06e+06 wall_t:1867 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:2.057 +2026-01-06 11:56:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3527.30 total_reward_ma:3333.67 loss:0.2547 fps:1640 +frame:3.07e+06 wall_t:1872 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:2.039 +2026-01-06 11:57:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3378.30 total_reward_ma:3335.29 loss:0.2 fps:1640 +frame:3.08e+06 wall_t:1878 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:2.012 +2026-01-06 11:57:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3192.85 total_reward_ma:3333.89 loss:0.1575 fps:1640 +frame:3.09e+06 wall_t:1884 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.953 +2026-01-06 11:57:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3088.47 total_reward_ma:3331.60 loss:0.1087 fps:1641 +frame:3.10e+06 wall_t:1889 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:2.015 +2026-01-06 11:57:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3069.66 total_reward_ma:3330.42 loss:0.1372 fps:1641 +frame:3.11e+06 wall_t:1895 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.964 +2026-01-06 11:57:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3272.41 total_reward_ma:3331.49 loss:0.1702 fps:1640 +frame:3.12e+06 wall_t:1902 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.993 +2026-01-06 11:57:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3278.93 total_reward_ma:3333.21 loss:0.2619 fps:1640 +frame:3.13e+06 wall_t:1908 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.926 +2026-01-06 11:57:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3320.60 total_reward_ma:3336.31 loss:0.298 fps:1641 +frame:3.14e+06 wall_t:1914 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.925 +2026-01-06 11:57:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3502.03 total_reward_ma:3340.18 loss:0.201 fps:1641 +frame:3.15e+06 wall_t:1920 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:2.073 +2026-01-06 11:57:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3656.58 total_reward_ma:3347.60 loss:0.23 fps:1642 +frame:3.16e+06 wall_t:1925 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.967 +2026-01-06 11:57:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3851.60 total_reward_ma:3354.53 loss:0.3489 fps:1641 +frame:3.17e+06 wall_t:1932 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.86 +2026-01-06 11:58:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4022.77 total_reward_ma:3362.86 loss:0.2327 fps:1642 +frame:3.18e+06 wall_t:1937 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.889 +2026-01-06 11:58:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3960.69 total_reward_ma:3370.67 loss:0.1622 fps:1641 +frame:3.19e+06 wall_t:1944 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.894 +2026-01-06 11:58:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3862.30 total_reward_ma:3376.36 loss:0.2441 fps:1641 +frame:3.20e+06 wall_t:1950 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:2.034 +2026-01-06 11:58:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3688.26 total_reward_ma:3381.26 loss:0.253 fps:1641 +frame:3.21e+06 wall_t:1956 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.936 +2026-01-06 11:58:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3626.65 total_reward_ma:3386.61 loss:0.2543 fps:1642 +frame:3.22e+06 wall_t:1961 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.884 +2026-01-06 11:58:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3602.34 total_reward_ma:3390.24 loss:0.1781 fps:1642 +frame:3.23e+06 wall_t:1967 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.976 +2026-01-06 11:58:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3408.95 total_reward_ma:3392.73 loss:0.2209 fps:1642 +frame:3.24e+06 wall_t:1973 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.846 +2026-01-06 11:58:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3441.16 total_reward_ma:3395.34 loss:0.2432 fps:1642 +frame:3.25e+06 wall_t:1979 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.905 +2026-01-06 11:58:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3453.95 total_reward_ma:3398.34 loss:0.1569 fps:1642 +frame:3.26e+06 wall_t:1985 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.913 +2026-01-06 11:58:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3509.66 total_reward_ma:3401.18 loss:0.2841 fps:1642 +frame:3.27e+06 wall_t:1991 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.87 +2026-01-06 11:59:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3467.67 total_reward_ma:3402.09 loss:0.2734 fps:1642 +frame:3.28e+06 wall_t:1997 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.906 +2026-01-06 11:59:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3437.97 total_reward_ma:3403.33 loss:0.1206 fps:1643 +frame:3.29e+06 wall_t:2003 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.848 +2026-01-06 11:59:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3526.29 total_reward_ma:3406.43 loss:0.2002 fps:1643 +frame:3.30e+06 wall_t:2009 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.879 +2026-01-06 11:59:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3544.95 total_reward_ma:3409.50 loss:0.1897 fps:1643 +frame:3.31e+06 wall_t:2015 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.672 +2026-01-06 11:59:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3553.20 total_reward_ma:3411.64 loss:0.2425 fps:1642 +frame:3.32e+06 wall_t:2022 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.812 +2026-01-06 11:59:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3636.71 total_reward_ma:3416.31 loss:0.3102 fps:1642 +frame:3.33e+06 wall_t:2028 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.915 +2026-01-06 11:59:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3575.92 total_reward_ma:3420.48 loss:0.2415 fps:1642 +frame:3.34e+06 wall_t:2034 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.801 +2026-01-06 11:59:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3764.13 total_reward_ma:3426.94 loss:0.2144 fps:1642 +frame:3.35e+06 wall_t:2040 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.786 +2026-01-06 11:59:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3573.88 total_reward_ma:3431.42 loss:0.205 fps:1642 +frame:3.36e+06 wall_t:2046 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.806 +2026-01-06 11:59:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3574.64 total_reward_ma:3435.30 loss:0.1485 fps:1642 +frame:3.37e+06 wall_t:2052 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.939 +2026-01-06 12:00:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3789.35 total_reward_ma:3440.47 loss:0.2002 fps:1642 +frame:3.38e+06 wall_t:2058 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.965 +2026-01-06 12:00:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3767.22 total_reward_ma:3445.25 loss:0.1933 fps:1642 +frame:3.39e+06 wall_t:2064 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.902 +2026-01-06 12:00:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3787.89 total_reward_ma:3449.08 loss:0.1949 fps:1643 +frame:3.40e+06 wall_t:2070 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.822 +2026-01-06 12:00:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3636.52 total_reward_ma:3451.32 loss:0.1027 fps:1642 +frame:3.41e+06 wall_t:2077 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.842 +2026-01-06 12:00:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3541.48 total_reward_ma:3452.65 loss:0.2699 fps:1642 +frame:3.42e+06 wall_t:2083 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.853 +2026-01-06 12:00:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3629.92 total_reward_ma:3453.67 loss:0.2035 fps:1641 +frame:3.43e+06 wall_t:2090 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.715 +2026-01-06 12:00:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3508.44 total_reward_ma:3455.10 loss:0.1745 fps:1640 +frame:3.44e+06 wall_t:2097 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.785 +2026-01-06 12:00:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3492.96 total_reward_ma:3457.82 loss:0.2221 fps:1640 +frame:3.45e+06 wall_t:2104 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.733 +2026-01-06 12:00:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3427.48 total_reward_ma:3458.35 loss:0.2193 fps:1641 +frame:3.46e+06 wall_t:2109 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.859 +2026-01-06 12:01:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3556.08 total_reward_ma:3459.74 loss:0.1874 fps:1641 +frame:3.47e+06 wall_t:2115 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.905 +2026-01-06 12:01:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3753.92 total_reward_ma:3463.40 loss:0.2398 fps:1641 +frame:3.48e+06 wall_t:2121 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.756 +2026-01-06 12:01:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3860.68 total_reward_ma:3468.77 loss:0.2667 fps:1641 +frame:3.49e+06 wall_t:2127 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.882 +2026-01-06 12:01:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3831.45 total_reward_ma:3473.40 loss:0.2833 fps:1642 +frame:3.50e+06 wall_t:2132 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.797 +2026-01-06 12:01:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3823.80 total_reward_ma:3476.09 loss:0.1715 fps:1642 +frame:3.51e+06 wall_t:2138 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.883 +2026-01-06 12:01:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3845.16 total_reward_ma:3479.86 loss:0.3496 fps:1641 +frame:3.52e+06 wall_t:2145 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.954 +2026-01-06 12:01:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3783.96 total_reward_ma:3484.31 loss:0.1692 fps:1640 +frame:3.53e+06 wall_t:2152 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.817 +2026-01-06 12:01:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3736.04 total_reward_ma:3488.31 loss:0.161 fps:1640 +frame:3.54e+06 wall_t:2159 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.785 +2026-01-06 12:01:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3620.00 total_reward_ma:3489.37 loss:0.2198 fps:1640 +frame:3.55e+06 wall_t:2165 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.813 +2026-01-06 12:01:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3605.02 total_reward_ma:3489.74 loss:0.1987 fps:1640 +frame:3.56e+06 wall_t:2171 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.639 +2026-01-06 12:02:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3525.69 total_reward_ma:3489.31 loss:0.2428 fps:1640 +frame:3.57e+06 wall_t:2177 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.688 +2026-01-06 12:02:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3381.27 total_reward_ma:3487.47 loss:0.2348 fps:1640 +frame:3.58e+06 wall_t:2183 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.704 +2026-01-06 12:02:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3399.93 total_reward_ma:3485.58 loss:0.1709 fps:1640 +frame:3.59e+06 wall_t:2189 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.585 +2026-01-06 12:02:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3412.68 total_reward_ma:3482.04 loss:0.2154 fps:1640 +frame:3.60e+06 wall_t:2195 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.709 +2026-01-06 12:02:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3434.39 total_reward_ma:3478.58 loss:0.1876 fps:1640 +frame:3.61e+06 wall_t:2201 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.725 +2026-01-06 12:02:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3521.34 total_reward_ma:3477.98 loss:0.2274 fps:1639 +frame:3.62e+06 wall_t:2208 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.713 +2026-01-06 12:02:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3683.60 total_reward_ma:3480.41 loss:0.2789 fps:1640 +frame:3.63e+06 wall_t:2214 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.77 +2026-01-06 12:02:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3707.09 total_reward_ma:3483.37 loss:0.2938 fps:1640 +frame:3.64e+06 wall_t:2219 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.736 +2026-01-06 12:02:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3750.05 total_reward_ma:3487.21 loss:0.2909 fps:1640 +frame:3.65e+06 wall_t:2225 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.766 +2026-01-06 12:02:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3841.12 total_reward_ma:3492.83 loss:0.2612 fps:1641 +frame:3.66e+06 wall_t:2231 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.749 +2026-01-06 12:03:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3927.14 total_reward_ma:3499.14 loss:0.2377 fps:1641 +frame:3.67e+06 wall_t:2237 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.897 +2026-01-06 12:03:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3948.37 total_reward_ma:3506.20 loss:0.2416 fps:1641 +frame:3.68e+06 wall_t:2243 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.927 +2026-01-06 12:03:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3774.86 total_reward_ma:3511.40 loss:0.1438 fps:1641 +frame:3.69e+06 wall_t:2249 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.811 +2026-01-06 12:03:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3473.58 total_reward_ma:3512.96 loss:0.2088 fps:1641 +frame:3.70e+06 wall_t:2255 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.82 +2026-01-06 12:03:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3460.47 total_reward_ma:3514.30 loss:0.1646 fps:1641 +frame:3.71e+06 wall_t:2261 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.692 +2026-01-06 12:03:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3215.81 total_reward_ma:3513.57 loss:0.1624 fps:1640 +frame:3.72e+06 wall_t:2268 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.796 +2026-01-06 12:03:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3114.81 total_reward_ma:3511.12 loss:0.1477 fps:1640 +frame:3.73e+06 wall_t:2274 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.867 +2026-01-06 12:03:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3168.35 total_reward_ma:3509.34 loss:0.1646 fps:1640 +frame:3.74e+06 wall_t:2280 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.955 +2026-01-06 12:03:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3161.06 total_reward_ma:3508.21 loss:0.2076 fps:1640 +frame:3.75e+06 wall_t:2286 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.831 +2026-01-06 12:03:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3213.62 total_reward_ma:3506.14 loss:0.2186 fps:1641 +frame:3.76e+06 wall_t:2291 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.778 +2026-01-06 12:04:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3228.31 total_reward_ma:3503.22 loss:0.249 fps:1641 +frame:3.77e+06 wall_t:2298 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.843 +2026-01-06 12:04:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3274.06 total_reward_ma:3500.32 loss:0.1899 fps:1641 +frame:3.78e+06 wall_t:2304 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.856 +2026-01-06 12:04:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3351.55 total_reward_ma:3497.58 loss:0.1821 fps:1641 +frame:3.79e+06 wall_t:2310 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.814 +2026-01-06 12:04:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3344.57 total_reward_ma:3495.43 loss:0.1698 fps:1640 +frame:3.80e+06 wall_t:2317 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.869 +2026-01-06 12:04:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3431.71 total_reward_ma:3494.38 loss:0.1521 fps:1640 +frame:3.81e+06 wall_t:2323 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.824 +2026-01-06 12:04:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3369.22 total_reward_ma:3491.34 loss:0.2101 fps:1640 +frame:3.82e+06 wall_t:2329 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.87 +2026-01-06 12:04:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3470.99 total_reward_ma:3490.30 loss:0.2405 fps:1640 +frame:3.83e+06 wall_t:2335 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.885 +2026-01-06 12:04:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3406.16 total_reward_ma:3488.76 loss:0.1812 fps:1640 +frame:3.84e+06 wall_t:2341 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.689 +2026-01-06 12:04:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3304.10 total_reward_ma:3487.90 loss:0.1446 fps:1640 +frame:3.85e+06 wall_t:2347 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.88 +2026-01-06 12:05:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3398.19 total_reward_ma:3488.73 loss:0.1638 fps:1640 +frame:3.86e+06 wall_t:2354 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.882 +2026-01-06 12:05:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3237.30 total_reward_ma:3488.78 loss:0.2171 fps:1640 +frame:3.87e+06 wall_t:2360 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.813 +2026-01-06 12:05:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3253.63 total_reward_ma:3488.08 loss:0.1222 fps:1640 +frame:3.88e+06 wall_t:2366 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.851 +2026-01-06 12:05:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3125.01 total_reward_ma:3486.80 loss:0.2105 fps:1640 +frame:3.89e+06 wall_t:2372 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.75 +2026-01-06 12:05:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3158.22 total_reward_ma:3486.19 loss:0.2567 fps:1640 +frame:3.90e+06 wall_t:2378 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.785 +2026-01-06 12:05:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3130.12 total_reward_ma:3485.52 loss:0.1644 fps:1640 +frame:3.91e+06 wall_t:2384 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.899 +2026-01-06 12:05:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3058.63 total_reward_ma:3483.75 loss:0.1099 fps:1639 +frame:3.92e+06 wall_t:2391 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.815 +2026-01-06 12:05:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3031.23 total_reward_ma:3481.69 loss:0.1445 fps:1640 +frame:3.93e+06 wall_t:2396 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.774 +2026-01-06 12:05:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3002.24 total_reward_ma:3479.18 loss:0.1566 fps:1640 +frame:3.94e+06 wall_t:2403 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.701 +2026-01-06 12:05:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3057.08 total_reward_ma:3476.17 loss:0.2371 fps:1639 +frame:3.95e+06 wall_t:2410 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.773 +2026-01-06 12:06:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3236.02 total_reward_ma:3476.15 loss:0.2427 fps:1639 +frame:3.96e+06 wall_t:2416 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.915 +2026-01-06 12:06:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3385.33 total_reward_ma:3477.24 loss:0.2057 fps:1639 +frame:3.97e+06 wall_t:2422 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.655 +2026-01-06 12:06:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3440.21 total_reward_ma:3478.15 loss:0.1453 fps:1639 +frame:3.98e+06 wall_t:2428 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.762 +2026-01-06 12:06:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3454.11 total_reward_ma:3479.85 loss:0.1513 fps:1639 +frame:3.99e+06 wall_t:2434 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.892 +2026-01-06 12:06:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3443.44 total_reward_ma:3481.42 loss:0.1779 fps:1639 +frame:4.00e+06 wall_t:2441 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.86 +2026-01-06 12:06:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3553.12 total_reward_ma:3484.06 loss:0.1313 fps:1639 +frame:4.01e+06 wall_t:2447 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.864 +2026-01-06 12:06:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3533.88 total_reward_ma:3486.20 loss:0.2288 fps:1639 +frame:4.02e+06 wall_t:2452 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.814 +2026-01-06 12:06:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3478.74 total_reward_ma:3486.99 loss:0.2082 fps:1640 +frame:4.03e+06 wall_t:2458 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.799 +2026-01-06 12:06:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3298.72 total_reward_ma:3485.76 loss:0.2216 fps:1640 +frame:4.04e+06 wall_t:2464 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.872 +2026-01-06 12:06:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3257.28 total_reward_ma:3485.01 loss:0.257 fps:1639 +frame:4.05e+06 wall_t:2471 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.857 +2026-01-06 12:07:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3327.21 total_reward_ma:3485.24 loss:0.2872 fps:1640 +frame:4.06e+06 wall_t:2476 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.86 +2026-01-06 12:07:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3267.89 total_reward_ma:3482.64 loss:0.1426 fps:1640 +frame:4.07e+06 wall_t:2482 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.813 +2026-01-06 12:07:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3184.14 total_reward_ma:3480.70 loss:0.1949 fps:1640 +frame:4.08e+06 wall_t:2488 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.794 +2026-01-06 12:07:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3107.76 total_reward_ma:3479.85 loss:0.1994 fps:1640 +frame:4.09e+06 wall_t:2494 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.801 +2026-01-06 12:07:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3199.13 total_reward_ma:3480.96 loss:0.2521 fps:1640 +frame:4.10e+06 wall_t:2500 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.887 +2026-01-06 12:07:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3427.68 total_reward_ma:3484.54 loss:0.1748 fps:1640 +frame:4.11e+06 wall_t:2506 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.811 +2026-01-06 12:07:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3648.02 total_reward_ma:3488.29 loss:0.2342 fps:1639 +frame:4.12e+06 wall_t:2513 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.936 +2026-01-06 12:07:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3732.60 total_reward_ma:3492.83 loss:0.2313 fps:1640 +frame:4.13e+06 wall_t:2519 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.943 +2026-01-06 12:07:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3748.80 total_reward_ma:3497.11 loss:0.2306 fps:1640 +frame:4.14e+06 wall_t:2525 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.916 +2026-01-06 12:07:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3661.67 total_reward_ma:3498.71 loss:0.1547 fps:1639 +frame:4.15e+06 wall_t:2532 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.829 +2026-01-06 12:08:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3650.50 total_reward_ma:3498.65 loss:0.1408 fps:1639 +frame:4.16e+06 wall_t:2538 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.811 +2026-01-06 12:08:11 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3526.57 total_reward_ma:3495.40 loss:0.3205 fps:1639 +frame:4.17e+06 wall_t:2545 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.848 +2026-01-06 12:08:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3450.68 total_reward_ma:3489.68 loss:0.318 fps:1639 +frame:4.18e+06 wall_t:2550 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.765 +2026-01-06 12:08:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3333.28 total_reward_ma:3483.40 loss:0.2008 fps:1639 +frame:4.19e+06 wall_t:2556 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.863 +2026-01-06 12:08:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3425.04 total_reward_ma:3479.03 loss:0.2091 fps:1639 +frame:4.20e+06 wall_t:2562 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.749 +2026-01-06 12:08:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3390.18 total_reward_ma:3476.05 loss:0.211 fps:1639 +frame:4.21e+06 wall_t:2569 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.796 +2026-01-06 12:08:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3453.02 total_reward_ma:3474.31 loss:0.1592 fps:1639 +frame:4.22e+06 wall_t:2575 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.862 +2026-01-06 12:08:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3473.43 total_reward_ma:3473.02 loss:0.2191 fps:1639 +frame:4.23e+06 wall_t:2581 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.793 +2026-01-06 12:08:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3399.91 total_reward_ma:3472.93 loss:0.2797 fps:1639 +frame:4.24e+06 wall_t:2587 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.827 +2026-01-06 12:08:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3324.04 total_reward_ma:3471.76 loss:0.2278 fps:1639 +frame:4.25e+06 wall_t:2593 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.776 +2026-01-06 12:09:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3388.23 total_reward_ma:3471.11 loss:0.1543 fps:1639 +frame:4.26e+06 wall_t:2599 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.883 +2026-01-06 12:09:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3433.58 total_reward_ma:3470.34 loss:0.1732 fps:1640 +frame:4.27e+06 wall_t:2604 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.774 +2026-01-06 12:09:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3513.31 total_reward_ma:3470.80 loss:0.2292 fps:1640 +frame:4.28e+06 wall_t:2610 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.74 +2026-01-06 12:09:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3542.28 total_reward_ma:3471.84 loss:0.171 fps:1640 +frame:4.29e+06 wall_t:2616 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.72 +2026-01-06 12:09:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3406.00 total_reward_ma:3470.64 loss:0.1274 fps:1639 +frame:4.30e+06 wall_t:2623 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.846 +2026-01-06 12:09:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3498.37 total_reward_ma:3470.18 loss:0.2371 fps:1639 +frame:4.31e+06 wall_t:2629 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.729 +2026-01-06 12:09:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3519.63 total_reward_ma:3469.84 loss:0.1639 fps:1639 +frame:4.32e+06 wall_t:2635 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.732 +2026-01-06 12:09:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3392.96 total_reward_ma:3467.40 loss:0.1282 fps:1640 +frame:4.33e+06 wall_t:2641 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.779 +2026-01-06 12:09:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3281.25 total_reward_ma:3464.46 loss:0.2803 fps:1640 +frame:4.34e+06 wall_t:2647 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.755 +2026-01-06 12:09:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3270.85 total_reward_ma:3459.52 loss:0.2707 fps:1640 +frame:4.35e+06 wall_t:2653 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.779 +2026-01-06 12:10:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3345.03 total_reward_ma:3457.23 loss:0.1981 fps:1640 +frame:4.36e+06 wall_t:2658 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.94 +2026-01-06 12:10:11 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3333.90 total_reward_ma:3454.83 loss:0.2111 fps:1640 +frame:4.37e+06 wall_t:2665 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.754 +2026-01-06 12:10:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3196.99 total_reward_ma:3448.90 loss:0.1541 fps:1640 +frame:4.38e+06 wall_t:2671 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.769 +2026-01-06 12:10:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3244.78 total_reward_ma:3443.68 loss:0.2328 fps:1641 +frame:4.39e+06 wall_t:2676 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.671 +2026-01-06 12:10:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3363.96 total_reward_ma:3439.44 loss:0.1797 fps:1641 +frame:4.40e+06 wall_t:2682 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.92 +2026-01-06 12:10:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3337.75 total_reward_ma:3436.45 loss:0.2578 fps:1641 +frame:4.41e+06 wall_t:2688 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.717 +2026-01-06 12:10:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3379.46 total_reward_ma:3434.83 loss:0.2094 fps:1641 +frame:4.42e+06 wall_t:2694 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.773 +2026-01-06 12:10:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3506.99 total_reward_ma:3433.60 loss:0.1501 fps:1641 +frame:4.43e+06 wall_t:2700 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.78 +2026-01-06 12:10:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3570.06 total_reward_ma:3434.22 loss:0.2526 fps:1641 +frame:4.44e+06 wall_t:2706 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.805 +2026-01-06 12:10:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3633.10 total_reward_ma:3435.62 loss:0.2553 fps:1640 +frame:4.45e+06 wall_t:2713 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.812 +2026-01-06 12:11:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3620.37 total_reward_ma:3437.55 loss:0.2645 fps:1641 +frame:4.46e+06 wall_t:2718 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.729 +2026-01-06 12:11:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3442.63 total_reward_ma:3436.41 loss:0.2947 fps:1641 +frame:4.47e+06 wall_t:2724 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.672 +2026-01-06 12:11:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3409.81 total_reward_ma:3432.97 loss:0.2922 fps:1641 +frame:4.48e+06 wall_t:2730 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.618 +2026-01-06 12:11:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3307.87 total_reward_ma:3427.45 loss:0.2577 fps:1641 +frame:4.49e+06 wall_t:2736 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.85 +2026-01-06 12:11:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3278.29 total_reward_ma:3421.91 loss:0.1717 fps:1641 +frame:4.50e+06 wall_t:2742 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.718 +2026-01-06 12:11:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3277.87 total_reward_ma:3416.45 loss:0.1859 fps:1641 +frame:4.51e+06 wall_t:2748 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.761 +2026-01-06 12:11:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3369.01 total_reward_ma:3411.69 loss:0.2954 fps:1641 +frame:4.52e+06 wall_t:2754 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.873 +2026-01-06 12:11:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3432.74 total_reward_ma:3408.18 loss:0.319 fps:1641 +frame:4.53e+06 wall_t:2760 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.856 +2026-01-06 12:11:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3591.04 total_reward_ma:3406.73 loss:0.1721 fps:1641 +frame:4.54e+06 wall_t:2766 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.668 +2026-01-06 12:11:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3528.16 total_reward_ma:3405.81 loss:0.2121 fps:1641 +frame:4.55e+06 wall_t:2772 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.815 +2026-01-06 12:12:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3467.78 total_reward_ma:3404.44 loss:0.1836 fps:1641 +frame:4.56e+06 wall_t:2778 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.894 +2026-01-06 12:12:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3539.19 total_reward_ma:3404.57 loss:0.2031 fps:1642 +frame:4.57e+06 wall_t:2784 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.788 +2026-01-06 12:12:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3698.54 total_reward_ma:3407.75 loss:0.2081 fps:1642 +frame:4.58e+06 wall_t:2790 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.854 +2026-01-06 12:12:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3596.65 total_reward_ma:3409.71 loss:0.222 fps:1641 +frame:4.59e+06 wall_t:2797 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.79 +2026-01-06 12:12:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3521.62 total_reward_ma:3410.80 loss:0.235 fps:1642 +frame:4.60e+06 wall_t:2802 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.842 +2026-01-06 12:12:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3696.59 total_reward_ma:3413.43 loss:0.2038 fps:1642 +frame:4.61e+06 wall_t:2808 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.876 +2026-01-06 12:12:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3856.43 total_reward_ma:3416.78 loss:0.2176 fps:1642 +frame:4.62e+06 wall_t:2814 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.801 +2026-01-06 12:12:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3805.05 total_reward_ma:3417.99 loss:0.2063 fps:1642 +frame:4.63e+06 wall_t:2820 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.835 +2026-01-06 12:12:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3729.96 total_reward_ma:3418.22 loss:0.1722 fps:1641 +frame:4.64e+06 wall_t:2827 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.832 +2026-01-06 12:12:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3688.54 total_reward_ma:3417.61 loss:0.1352 fps:1641 +frame:4.65e+06 wall_t:2833 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.809 +2026-01-06 12:13:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3754.89 total_reward_ma:3416.74 loss:0.1629 fps:1641 +frame:4.66e+06 wall_t:2839 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.747 +2026-01-06 12:13:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3620.30 total_reward_ma:3413.67 loss:0.2156 fps:1641 +frame:4.67e+06 wall_t:2846 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.66 +2026-01-06 12:13:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3600.34 total_reward_ma:3410.19 loss:0.2295 fps:1641 +frame:4.68e+06 wall_t:2852 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.729 +2026-01-06 12:13:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3586.54 total_reward_ma:3408.31 loss:0.1602 fps:1642 +frame:4.69e+06 wall_t:2857 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.835 +2026-01-06 12:13:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3520.36 total_reward_ma:3408.78 loss:0.2484 fps:1642 +frame:4.70e+06 wall_t:2863 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.778 +2026-01-06 12:13:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3508.91 total_reward_ma:3409.26 loss:0.2256 fps:1642 +frame:4.71e+06 wall_t:2869 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.629 +2026-01-06 12:13:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3623.35 total_reward_ma:3413.34 loss:0.3157 fps:1642 +frame:4.72e+06 wall_t:2875 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.703 +2026-01-06 12:13:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3656.05 total_reward_ma:3418.75 loss:0.2358 fps:1641 +frame:4.73e+06 wall_t:2882 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.602 +2026-01-06 12:13:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3640.92 total_reward_ma:3423.48 loss:0.2087 fps:1641 +frame:4.74e+06 wall_t:2888 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.613 +2026-01-06 12:14:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3661.19 total_reward_ma:3428.48 loss:0.1965 fps:1641 +frame:4.75e+06 wall_t:2894 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.741 +2026-01-06 12:14:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3900.35 total_reward_ma:3435.35 loss:0.1793 fps:1641 +frame:4.76e+06 wall_t:2901 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.702 +2026-01-06 12:14:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3972.67 total_reward_ma:3442.79 loss:0.1756 fps:1641 +frame:4.77e+06 wall_t:2906 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.674 +2026-01-06 12:14:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3791.42 total_reward_ma:3447.96 loss:0.1923 fps:1641 +frame:4.78e+06 wall_t:2912 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.781 +2026-01-06 12:14:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3566.27 total_reward_ma:3450.11 loss:0.2219 fps:1642 +frame:4.79e+06 wall_t:2918 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.757 +2026-01-06 12:14:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3662.98 total_reward_ma:3453.29 loss:0.1782 fps:1642 +frame:4.80e+06 wall_t:2924 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.701 +2026-01-06 12:14:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3509.07 total_reward_ma:3454.07 loss:0.2038 fps:1642 +frame:4.81e+06 wall_t:2930 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.626 +2026-01-06 12:14:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3167.76 total_reward_ma:3452.05 loss:0.2019 fps:1642 +frame:4.82e+06 wall_t:2936 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.813 +2026-01-06 12:14:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3280.48 total_reward_ma:3450.15 loss:0.1987 fps:1642 +frame:4.83e+06 wall_t:2942 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.77 +2026-01-06 12:14:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3352.19 total_reward_ma:3449.61 loss:0.1385 fps:1642 +frame:4.84e+06 wall_t:2948 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.782 +2026-01-06 12:15:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3383.84 total_reward_ma:3450.41 loss:0.129 fps:1641 +frame:4.85e+06 wall_t:2955 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.937 +2026-01-06 12:15:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3571.13 total_reward_ma:3452.14 loss:0.2194 fps:1641 +frame:4.86e+06 wall_t:2961 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.73 +2026-01-06 12:15:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3542.86 total_reward_ma:3455.19 loss:0.1917 fps:1641 +frame:4.87e+06 wall_t:2967 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.747 +2026-01-06 12:15:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3619.28 total_reward_ma:3458.85 loss:0.22 fps:1642 +frame:4.88e+06 wall_t:2972 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.865 +2026-01-06 12:15:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3649.60 total_reward_ma:3464.09 loss:0.2139 fps:1641 +frame:4.89e+06 wall_t:2979 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.761 +2026-01-06 12:15:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3537.01 total_reward_ma:3467.88 loss:0.1581 fps:1642 +frame:4.90e+06 wall_t:2985 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.672 +2026-01-06 12:15:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3545.85 total_reward_ma:3472.04 loss:0.1788 fps:1642 +frame:4.91e+06 wall_t:2990 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.738 +2026-01-06 12:15:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3486.28 total_reward_ma:3476.31 loss:0.1771 fps:1642 +frame:4.92e+06 wall_t:2996 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.734 +2026-01-06 12:15:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3426.49 total_reward_ma:3480.27 loss:0.2082 fps:1642 +frame:4.93e+06 wall_t:3002 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.856 +2026-01-06 12:15:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3495.70 total_reward_ma:3485.20 loss:0.1751 fps:1642 +frame:4.94e+06 wall_t:3009 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.783 +2026-01-06 12:16:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3533.84 total_reward_ma:3489.97 loss:0.2286 fps:1642 +frame:4.95e+06 wall_t:3015 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.821 +2026-01-06 12:16:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3420.00 total_reward_ma:3491.81 loss:0.2759 fps:1642 +frame:4.96e+06 wall_t:3021 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.828 +2026-01-06 12:16:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3455.01 total_reward_ma:3492.51 loss:0.2289 fps:1642 +frame:4.97e+06 wall_t:3027 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.915 +2026-01-06 12:16:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3514.89 total_reward_ma:3493.25 loss:0.2269 fps:1642 +frame:4.98e+06 wall_t:3033 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.924 +2026-01-06 12:16:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3569.30 total_reward_ma:3494.40 loss:0.1951 fps:1642 +frame:4.99e+06 wall_t:3039 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.841 +2026-01-06 12:16:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3338.06 total_reward_ma:3493.35 loss:0.1593 fps:1642 +frame:5.00e+06 wall_t:3045 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.908 +2026-01-06 12:16:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3254.13 total_reward_ma:3490.36 loss:0.2277 fps:1642 +frame:5.01e+06 wall_t:3051 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.792 +2026-01-06 12:16:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3327.01 total_reward_ma:3488.29 loss:0.119 fps:1642 +frame:5.02e+06 wall_t:3057 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.75 +2026-01-06 12:16:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3314.06 total_reward_ma:3486.65 loss:0.2976 fps:1642 +frame:5.03e+06 wall_t:3064 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.839 +2026-01-06 12:16:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3256.75 total_reward_ma:3486.23 loss:0.2482 fps:1642 +frame:5.04e+06 wall_t:3069 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.864 +2026-01-06 12:17:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3321.74 total_reward_ma:3486.87 loss:0.1778 fps:1642 +frame:5.05e+06 wall_t:3075 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.72 +2026-01-06 12:17:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3355.20 total_reward_ma:3487.15 loss:0.2194 fps:1642 +frame:5.06e+06 wall_t:3081 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.972 +2026-01-06 12:17:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3460.56 total_reward_ma:3489.08 loss:0.1366 fps:1642 +frame:5.07e+06 wall_t:3088 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.782 +2026-01-06 12:17:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3588.28 total_reward_ma:3493.12 loss:0.1875 fps:1642 +frame:5.08e+06 wall_t:3094 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.777 +2026-01-06 12:17:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3643.72 total_reward_ma:3498.48 loss:0.1814 fps:1642 +frame:5.09e+06 wall_t:3100 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.805 +2026-01-06 12:17:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3638.98 total_reward_ma:3502.88 loss:0.114 fps:1642 +frame:5.10e+06 wall_t:3106 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.638 +2026-01-06 12:17:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3635.58 total_reward_ma:3504.96 loss:0.3307 fps:1642 +frame:5.11e+06 wall_t:3113 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.76 +2026-01-06 12:17:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3598.13 total_reward_ma:3504.46 loss:0.1387 fps:1642 +frame:5.12e+06 wall_t:3119 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.768 +2026-01-06 12:17:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3660.62 total_reward_ma:3503.74 loss:0.2463 fps:1642 +frame:5.13e+06 wall_t:3125 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.74 +2026-01-06 12:17:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3580.32 total_reward_ma:3502.05 loss:0.1623 fps:1642 +frame:5.14e+06 wall_t:3131 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.847 +2026-01-06 12:18:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3359.22 total_reward_ma:3499.03 loss:0.2062 fps:1642 +frame:5.15e+06 wall_t:3137 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.785 +2026-01-06 12:18:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3410.93 total_reward_ma:3496.63 loss:0.1453 fps:1642 +frame:5.16e+06 wall_t:3143 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.799 +2026-01-06 12:18:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3583.70 total_reward_ma:3497.20 loss:0.1644 fps:1641 +frame:5.17e+06 wall_t:3150 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.758 +2026-01-06 12:18:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3462.06 total_reward_ma:3497.32 loss:0.2438 fps:1642 +frame:5.18e+06 wall_t:3155 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.761 +2026-01-06 12:18:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3309.64 total_reward_ma:3497.08 loss:0.2869 fps:1642 +frame:5.19e+06 wall_t:3161 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.831 +2026-01-06 12:18:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3233.90 total_reward_ma:3495.17 loss:0.1449 fps:1642 +frame:5.20e+06 wall_t:3167 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.779 +2026-01-06 12:18:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3363.50 total_reward_ma:3494.90 loss:0.1609 fps:1642 +frame:5.21e+06 wall_t:3172 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.718 +2026-01-06 12:18:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3462.68 total_reward_ma:3495.00 loss:0.1837 fps:1643 +frame:5.22e+06 wall_t:3178 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.75 +2026-01-06 12:18:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3528.24 total_reward_ma:3495.55 loss:0.1594 fps:1643 +frame:5.23e+06 wall_t:3184 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.675 +2026-01-06 12:18:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3351.33 total_reward_ma:3495.06 loss:0.1706 fps:1643 +frame:5.24e+06 wall_t:3190 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.7 +2026-01-06 12:19:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3494.46 total_reward_ma:3496.77 loss:0.1567 fps:1642 +frame:5.25e+06 wall_t:3197 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.688 +2026-01-06 12:19:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3404.30 total_reward_ma:3496.93 loss:0.1471 fps:1642 +frame:5.26e+06 wall_t:3203 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.694 +2026-01-06 12:19:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3378.12 total_reward_ma:3496.37 loss:0.2132 fps:1643 +frame:5.27e+06 wall_t:3208 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.715 +2026-01-06 12:19:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3360.99 total_reward_ma:3494.85 loss:0.1532 fps:1643 +frame:5.28e+06 wall_t:3214 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.761 +2026-01-06 12:19:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3251.07 total_reward_ma:3491.94 loss:0.2251 fps:1643 +frame:5.29e+06 wall_t:3220 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.673 +2026-01-06 12:19:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3419.20 total_reward_ma:3492.07 loss:0.3115 fps:1643 +frame:5.30e+06 wall_t:3226 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.811 +2026-01-06 12:19:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3523.78 total_reward_ma:3492.32 loss:0.1453 fps:1643 +frame:5.31e+06 wall_t:3232 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.75 +2026-01-06 12:19:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3511.14 total_reward_ma:3492.24 loss:0.3316 fps:1643 +frame:5.32e+06 wall_t:3237 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.697 +2026-01-06 12:19:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3724.31 total_reward_ma:3495.55 loss:0.1716 fps:1644 +frame:5.33e+06 wall_t:3243 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.686 +2026-01-06 12:19:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3938.47 total_reward_ma:3502.12 loss:0.1683 fps:1643 +frame:5.34e+06 wall_t:3250 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.674 +2026-01-06 12:20:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3881.86 total_reward_ma:3508.23 loss:0.1715 fps:1643 +frame:5.35e+06 wall_t:3256 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.719 +2026-01-06 12:20:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3981.10 total_reward_ma:3514.59 loss:0.2526 fps:1643 +frame:5.36e+06 wall_t:3263 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.742 +2026-01-06 12:20:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3893.66 total_reward_ma:3520.19 loss:0.2065 fps:1643 +frame:5.37e+06 wall_t:3269 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.656 +2026-01-06 12:20:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3760.85 total_reward_ma:3525.83 loss:0.1668 fps:1643 +frame:5.38e+06 wall_t:3274 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.618 +2026-01-06 12:20:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3710.55 total_reward_ma:3530.49 loss:0.1395 fps:1643 +frame:5.39e+06 wall_t:3280 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.686 +2026-01-06 12:20:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3650.81 total_reward_ma:3533.36 loss:0.1786 fps:1644 +frame:5.40e+06 wall_t:3285 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.721 +2026-01-06 12:20:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3631.40 total_reward_ma:3536.29 loss:0.2266 fps:1644 +frame:5.41e+06 wall_t:3291 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.872 +2026-01-06 12:20:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3560.84 total_reward_ma:3538.11 loss:0.1412 fps:1644 +frame:5.42e+06 wall_t:3297 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.716 +2026-01-06 12:20:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3521.04 total_reward_ma:3538.25 loss:0.169 fps:1644 +frame:5.43e+06 wall_t:3303 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.71 +2026-01-06 12:20:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3417.71 total_reward_ma:3536.72 loss:0.1944 fps:1644 +frame:5.44e+06 wall_t:3309 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.531 +2026-01-06 12:21:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3591.23 total_reward_ma:3536.30 loss:0.1459 fps:1644 +frame:5.45e+06 wall_t:3315 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.687 +2026-01-06 12:21:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3630.12 total_reward_ma:3536.40 loss:0.1352 fps:1644 +frame:5.46e+06 wall_t:3322 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.567 +2026-01-06 12:21:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3557.65 total_reward_ma:3537.55 loss:0.2235 fps:1644 +frame:5.47e+06 wall_t:3327 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.64 +2026-01-06 12:21:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3677.76 total_reward_ma:3540.23 loss:0.1965 fps:1644 +frame:5.48e+06 wall_t:3333 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.684 +2026-01-06 12:21:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3712.04 total_reward_ma:3544.27 loss:0.2017 fps:1644 +frame:5.49e+06 wall_t:3340 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.703 +2026-01-06 12:21:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3695.55 total_reward_ma:3548.45 loss:0.2143 fps:1644 +frame:5.50e+06 wall_t:3346 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.738 +2026-01-06 12:21:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3920.33 total_reward_ma:3554.87 loss:0.2305 fps:1644 +frame:5.51e+06 wall_t:3351 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.669 +2026-01-06 12:21:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3864.45 total_reward_ma:3559.83 loss:0.1604 fps:1644 +frame:5.52e+06 wall_t:3358 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.742 +2026-01-06 12:21:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4014.02 total_reward_ma:3565.64 loss:0.1507 fps:1644 +frame:5.53e+06 wall_t:3363 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.822 +2026-01-06 12:21:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4061.81 total_reward_ma:3570.35 loss:0.1942 fps:1644 +frame:5.54e+06 wall_t:3369 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.891 +2026-01-06 12:22:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3955.15 total_reward_ma:3574.62 loss:0.1743 fps:1644 +frame:5.55e+06 wall_t:3375 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.737 +2026-01-06 12:22:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4064.15 total_reward_ma:3580.58 loss:0.2102 fps:1644 +frame:5.56e+06 wall_t:3381 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.731 +2026-01-06 12:22:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4053.12 total_reward_ma:3585.72 loss:0.1932 fps:1645 +frame:5.57e+06 wall_t:3387 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.636 +2026-01-06 12:22:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4021.64 total_reward_ma:3588.95 loss:0.2666 fps:1645 +frame:5.58e+06 wall_t:3392 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.796 +2026-01-06 12:22:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3750.88 total_reward_ma:3590.49 loss:0.1918 fps:1645 +frame:5.59e+06 wall_t:3398 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.812 +2026-01-06 12:22:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3722.43 total_reward_ma:3592.50 loss:0.1772 fps:1645 +frame:5.60e+06 wall_t:3404 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.769 +2026-01-06 12:22:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3619.96 total_reward_ma:3591.73 loss:0.1873 fps:1645 +frame:5.61e+06 wall_t:3410 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.733 +2026-01-06 12:22:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3552.32 total_reward_ma:3588.69 loss:0.1882 fps:1645 +frame:5.62e+06 wall_t:3416 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.745 +2026-01-06 12:22:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3661.89 total_reward_ma:3587.26 loss:0.1962 fps:1645 +frame:5.63e+06 wall_t:3422 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.843 +2026-01-06 12:22:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3644.04 total_reward_ma:3586.40 loss:0.1214 fps:1646 +frame:5.64e+06 wall_t:3427 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.727 +2026-01-06 12:22:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3558.27 total_reward_ma:3585.10 loss:0.2107 fps:1646 +frame:5.65e+06 wall_t:3433 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.752 +2026-01-06 12:23:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3697.12 total_reward_ma:3584.52 loss:0.2085 fps:1645 +frame:5.66e+06 wall_t:3440 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.714 +2026-01-06 12:23:11 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3633.05 total_reward_ma:3584.65 loss:0.1395 fps:1646 +frame:5.67e+06 wall_t:3445 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.801 +2026-01-06 12:23:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3742.64 total_reward_ma:3586.07 loss:0.175 fps:1646 +frame:5.68e+06 wall_t:3451 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.797 +2026-01-06 12:23:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3540.05 total_reward_ma:3585.61 loss:0.1733 fps:1646 +frame:5.69e+06 wall_t:3457 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.764 +2026-01-06 12:23:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3369.78 total_reward_ma:3584.10 loss:0.2159 fps:1646 +frame:5.70e+06 wall_t:3463 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.698 +2026-01-06 12:23:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3428.86 total_reward_ma:3583.30 loss:0.1233 fps:1646 +frame:5.71e+06 wall_t:3468 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.725 +2026-01-06 12:23:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3419.69 total_reward_ma:3581.26 loss:0.1453 fps:1647 +frame:5.72e+06 wall_t:3474 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.73 +2026-01-06 12:23:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3366.88 total_reward_ma:3578.37 loss:0.1532 fps:1647 +frame:5.73e+06 wall_t:3480 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.716 +2026-01-06 12:23:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3216.10 total_reward_ma:3574.12 loss:0.1583 fps:1647 +frame:5.74e+06 wall_t:3486 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.805 +2026-01-06 12:23:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3205.47 total_reward_ma:3569.57 loss:0.164 fps:1647 +frame:5.75e+06 wall_t:3492 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.742 +2026-01-06 12:24:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3329.96 total_reward_ma:3563.86 loss:0.2883 fps:1647 +frame:5.76e+06 wall_t:3497 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.708 +2026-01-06 12:24:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3231.34 total_reward_ma:3556.45 loss:0.1668 fps:1647 +frame:5.77e+06 wall_t:3503 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.813 +2026-01-06 12:24:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3391.97 total_reward_ma:3552.46 loss:0.2953 fps:1648 +frame:5.78e+06 wall_t:3508 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.772 +2026-01-06 12:24:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3427.59 total_reward_ma:3551.07 loss:0.2065 fps:1648 +frame:5.79e+06 wall_t:3514 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.657 +2026-01-06 12:24:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3468.01 total_reward_ma:3549.12 loss:0.1929 fps:1647 +frame:5.80e+06 wall_t:3521 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.624 +2026-01-06 12:24:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3519.90 total_reward_ma:3549.23 loss:0.133 fps:1648 +frame:5.81e+06 wall_t:3526 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.666 +2026-01-06 12:24:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3341.21 total_reward_ma:3550.96 loss:0.1215 fps:1648 +frame:5.82e+06 wall_t:3532 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.674 +2026-01-06 12:24:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3541.95 total_reward_ma:3553.58 loss:0.2176 fps:1648 +frame:5.83e+06 wall_t:3538 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.656 +2026-01-06 12:24:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3517.98 total_reward_ma:3555.23 loss:0.1647 fps:1648 +frame:5.84e+06 wall_t:3544 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.659 +2026-01-06 12:24:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3588.99 total_reward_ma:3557.29 loss:0.1245 fps:1648 +frame:5.85e+06 wall_t:3550 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.61 +2026-01-06 12:25:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3748.67 total_reward_ma:3559.06 loss:0.2685 fps:1648 +frame:5.86e+06 wall_t:3555 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.804 +2026-01-06 12:25:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3716.25 total_reward_ma:3560.80 loss:0.1629 fps:1648 +frame:5.87e+06 wall_t:3562 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.732 +2026-01-06 12:25:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3954.97 total_reward_ma:3564.15 loss:0.2166 fps:1648 +frame:5.88e+06 wall_t:3568 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.665 +2026-01-06 12:25:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3850.35 total_reward_ma:3566.16 loss:0.1937 fps:1648 +frame:5.89e+06 wall_t:3574 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.602 +2026-01-06 12:25:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3752.64 total_reward_ma:3568.32 loss:0.2309 fps:1648 +frame:5.90e+06 wall_t:3580 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.67 +2026-01-06 12:25:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3646.60 total_reward_ma:3569.32 loss:0.2401 fps:1648 +frame:5.91e+06 wall_t:3586 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.619 +2026-01-06 12:25:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3646.32 total_reward_ma:3570.92 loss:0.2079 fps:1648 +frame:5.92e+06 wall_t:3593 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.719 +2026-01-06 12:25:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3487.17 total_reward_ma:3571.53 loss:0.1987 fps:1648 +frame:5.93e+06 wall_t:3599 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.679 +2026-01-06 12:25:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3441.14 total_reward_ma:3570.98 loss:0.2218 fps:1648 +frame:5.94e+06 wall_t:3604 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.781 +2026-01-06 12:25:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3409.98 total_reward_ma:3569.75 loss:0.1688 fps:1648 +frame:5.95e+06 wall_t:3610 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.649 +2026-01-06 12:26:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3484.14 total_reward_ma:3570.39 loss:0.1824 fps:1648 +frame:5.96e+06 wall_t:3616 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.595 +2026-01-06 12:26:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3605.98 total_reward_ma:3571.90 loss:0.258 fps:1648 +frame:5.97e+06 wall_t:3622 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.694 +2026-01-06 12:26:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3629.76 total_reward_ma:3573.05 loss:0.1699 fps:1649 +frame:5.98e+06 wall_t:3627 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.667 +2026-01-06 12:26:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3854.03 total_reward_ma:3575.89 loss:0.2838 fps:1649 +frame:5.99e+06 wall_t:3633 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.626 +2026-01-06 12:26:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3894.25 total_reward_ma:3581.46 loss:0.3141 fps:1649 +frame:6.00e+06 wall_t:3639 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.828 +2026-01-06 12:26:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3944.67 total_reward_ma:3588.36 loss:0.2745 fps:1649 +frame:6.01e+06 wall_t:3645 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.572 +2026-01-06 12:26:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4041.99 total_reward_ma:3595.51 loss:0.1429 fps:1649 +frame:6.02e+06 wall_t:3651 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.617 +2026-01-06 12:26:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3867.20 total_reward_ma:3601.04 loss:0.2218 fps:1649 +frame:6.03e+06 wall_t:3657 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.63 +2026-01-06 12:26:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3712.76 total_reward_ma:3605.60 loss:0.1593 fps:1649 +frame:6.04e+06 wall_t:3663 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.653 +2026-01-06 12:26:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3679.17 total_reward_ma:3609.18 loss:0.1699 fps:1649 +frame:6.05e+06 wall_t:3669 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.637 +2026-01-06 12:27:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3618.36 total_reward_ma:3611.81 loss:0.1778 fps:1649 +frame:6.06e+06 wall_t:3674 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.704 +2026-01-06 12:27:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3634.61 total_reward_ma:3613.55 loss:0.3056 fps:1649 +frame:6.07e+06 wall_t:3680 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.587 +2026-01-06 12:27:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3590.29 total_reward_ma:3613.57 loss:0.3313 fps:1649 +frame:6.08e+06 wall_t:3686 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.584 +2026-01-06 12:27:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3702.94 total_reward_ma:3614.16 loss:0.1144 fps:1650 +frame:6.09e+06 wall_t:3691 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.643 +2026-01-06 12:27:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3740.33 total_reward_ma:3615.17 loss:0.2402 fps:1650 +frame:6.10e+06 wall_t:3698 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.531 +2026-01-06 12:27:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3548.80 total_reward_ma:3614.31 loss:0.18 fps:1650 +frame:6.11e+06 wall_t:3704 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.658 +2026-01-06 12:27:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3438.83 total_reward_ma:3612.71 loss:0.2072 fps:1650 +frame:6.12e+06 wall_t:3709 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.567 +2026-01-06 12:27:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3549.41 total_reward_ma:3611.60 loss:0.1699 fps:1650 +frame:6.13e+06 wall_t:3715 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.577 +2026-01-06 12:27:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3560.70 total_reward_ma:3611.41 loss:0.1418 fps:1650 +frame:6.14e+06 wall_t:3721 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.671 +2026-01-06 12:27:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3440.15 total_reward_ma:3612.21 loss:0.2095 fps:1651 +frame:6.15e+06 wall_t:3726 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.568 +2026-01-06 12:27:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3382.01 total_reward_ma:3611.93 loss:0.3608 fps:1650 +frame:6.16e+06 wall_t:3733 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.696 +2026-01-06 12:28:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3408.24 total_reward_ma:3610.17 loss:0.1538 fps:1650 +frame:6.17e+06 wall_t:3739 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.777 +2026-01-06 12:28:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3426.46 total_reward_ma:3609.81 loss:0.2365 fps:1651 +frame:6.18e+06 wall_t:3744 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.701 +2026-01-06 12:28:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3430.02 total_reward_ma:3611.02 loss:0.2512 fps:1651 +frame:6.19e+06 wall_t:3749 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.707 +2026-01-06 12:28:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3417.71 total_reward_ma:3612.86 loss:0.1512 fps:1652 +frame:6.20e+06 wall_t:3754 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.673 +2026-01-06 12:28:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3414.27 total_reward_ma:3613.36 loss:0.2057 fps:1652 +frame:6.21e+06 wall_t:3759 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.663 +2026-01-06 12:28:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3495.05 total_reward_ma:3613.69 loss:0.1177 fps:1652 +frame:6.22e+06 wall_t:3764 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.648 +2026-01-06 12:28:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3538.48 total_reward_ma:3613.79 loss:0.2342 fps:1653 +frame:6.23e+06 wall_t:3768 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.572 +2026-01-06 12:28:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3569.72 total_reward_ma:3615.97 loss:0.2003 fps:1654 +frame:6.24e+06 wall_t:3773 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.587 +2026-01-06 12:28:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3651.63 total_reward_ma:3617.55 loss:0.2174 fps:1654 +frame:6.25e+06 wall_t:3778 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.522 +2026-01-06 12:28:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3771.23 total_reward_ma:3621.22 loss:0.1874 fps:1655 +frame:6.26e+06 wall_t:3782 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.583 +2026-01-06 12:28:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3670.10 total_reward_ma:3624.14 loss:0.3001 fps:1656 +frame:6.27e+06 wall_t:3787 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.51 +2026-01-06 12:28:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3517.02 total_reward_ma:3625.70 loss:0.1664 fps:1656 +frame:6.28e+06 wall_t:3792 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.552 +2026-01-06 12:29:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3486.85 total_reward_ma:3628.05 loss:0.1764 fps:1657 +frame:6.29e+06 wall_t:3796 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.619 +2026-01-06 12:29:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3442.57 total_reward_ma:3628.29 loss:0.2503 fps:1657 +frame:6.30e+06 wall_t:3801 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.585 +2026-01-06 12:29:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3400.28 total_reward_ma:3627.05 loss:0.1861 fps:1658 +frame:6.31e+06 wall_t:3806 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.7 +2026-01-06 12:29:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3399.13 total_reward_ma:3625.93 loss:0.1554 fps:1659 +frame:6.32e+06 wall_t:3810 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.71 +2026-01-06 12:29:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3415.05 total_reward_ma:3622.84 loss:0.2387 fps:1659 +frame:6.33e+06 wall_t:3815 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.529 +2026-01-06 12:29:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3424.69 total_reward_ma:3617.70 loss:0.1828 fps:1660 +frame:6.34e+06 wall_t:3820 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.659 +2026-01-06 12:29:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3434.32 total_reward_ma:3613.23 loss:0.2167 fps:1660 +frame:6.35e+06 wall_t:3825 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.648 +2026-01-06 12:29:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3586.79 total_reward_ma:3609.28 loss:0.2065 fps:1661 +frame:6.36e+06 wall_t:3830 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.535 +2026-01-06 12:29:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3395.41 total_reward_ma:3604.30 loss:0.2606 fps:1661 +frame:6.37e+06 wall_t:3835 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.603 +2026-01-06 12:29:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3279.27 total_reward_ma:3599.48 loss:0.2087 fps:1661 +frame:6.38e+06 wall_t:3840 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.719 +2026-01-06 12:29:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3303.87 total_reward_ma:3595.42 loss:0.2273 fps:1662 +frame:6.39e+06 wall_t:3845 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.581 +2026-01-06 12:29:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3523.08 total_reward_ma:3594.14 loss:0.2046 fps:1663 +frame:6.40e+06 wall_t:3849 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.647 +2026-01-06 12:30:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3537.79 total_reward_ma:3593.20 loss:0.2226 fps:1663 +frame:6.41e+06 wall_t:3854 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.55 +2026-01-06 12:30:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3488.53 total_reward_ma:3592.48 loss:0.1565 fps:1664 +frame:6.42e+06 wall_t:3859 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.525 +2026-01-06 12:30:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3511.56 total_reward_ma:3592.39 loss:0.1941 fps:1664 +frame:6.43e+06 wall_t:3864 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.546 +2026-01-06 12:30:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3521.84 total_reward_ma:3593.43 loss:0.2025 fps:1665 +frame:6.44e+06 wall_t:3869 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.649 +2026-01-06 12:30:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3501.93 total_reward_ma:3592.53 loss:0.1986 fps:1665 +frame:6.45e+06 wall_t:3874 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.569 +2026-01-06 12:30:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3394.00 total_reward_ma:3590.17 loss:0.176 fps:1666 +frame:6.46e+06 wall_t:3878 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.684 +2026-01-06 12:30:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3394.90 total_reward_ma:3588.55 loss:0.2285 fps:1666 +frame:6.47e+06 wall_t:3883 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.68 +2026-01-06 12:30:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3426.16 total_reward_ma:3586.03 loss:0.1633 fps:1667 +frame:6.48e+06 wall_t:3888 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.451 +2026-01-06 12:30:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3554.44 total_reward_ma:3584.45 loss:0.2323 fps:1668 +frame:6.49e+06 wall_t:3892 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.535 +2026-01-06 12:30:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3569.26 total_reward_ma:3583.19 loss:0.3208 fps:1668 +frame:6.50e+06 wall_t:3897 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.528 +2026-01-06 12:30:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3660.84 total_reward_ma:3580.60 loss:0.1722 fps:1668 +frame:6.51e+06 wall_t:3902 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 12:30:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3693.88 total_reward_ma:3578.89 loss:0.1513 fps:1669 +frame:6.52e+06 wall_t:3906 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.594 +2026-01-06 12:30:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3709.71 total_reward_ma:3575.85 loss:0.1595 fps:1670 +frame:6.53e+06 wall_t:3911 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.561 +2026-01-06 12:31:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3676.99 total_reward_ma:3572.00 loss:0.1868 fps:1670 +frame:6.54e+06 wall_t:3916 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.628 +2026-01-06 12:31:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3533.24 total_reward_ma:3567.78 loss:0.2571 fps:1670 +frame:6.55e+06 wall_t:3921 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.478 +2026-01-06 12:31:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3540.20 total_reward_ma:3562.54 loss:0.2038 fps:1671 +frame:6.56e+06 wall_t:3926 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.635 +2026-01-06 12:31:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3343.79 total_reward_ma:3555.45 loss:0.1469 fps:1671 +frame:6.57e+06 wall_t:3931 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.438 +2026-01-06 12:31:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3446.91 total_reward_ma:3549.70 loss:0.2131 fps:1672 +frame:6.58e+06 wall_t:3935 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.469 +2026-01-06 12:31:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3506.16 total_reward_ma:3547.25 loss:0.2639 fps:1673 +frame:6.59e+06 wall_t:3940 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.486 +2026-01-06 12:31:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3414.68 total_reward_ma:3544.18 loss:0.1454 fps:1673 +frame:6.60e+06 wall_t:3945 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.518 +2026-01-06 12:31:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3574.68 total_reward_ma:3543.72 loss:0.2459 fps:1674 +frame:6.61e+06 wall_t:3949 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.527 +2026-01-06 12:31:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3604.35 total_reward_ma:3544.24 loss:0.2935 fps:1674 +frame:6.62e+06 wall_t:3954 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.521 +2026-01-06 12:31:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3779.70 total_reward_ma:3545.42 loss:0.18 fps:1675 +frame:6.63e+06 wall_t:3959 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 12:31:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3744.56 total_reward_ma:3546.43 loss:0.2308 fps:1675 +frame:6.64e+06 wall_t:3964 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.586 +2026-01-06 12:31:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3711.90 total_reward_ma:3547.96 loss:0.2223 fps:1675 +frame:6.65e+06 wall_t:3969 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.601 +2026-01-06 12:31:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3895.66 total_reward_ma:3549.95 loss:0.2106 fps:1676 +frame:6.66e+06 wall_t:3973 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 12:32:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3974.27 total_reward_ma:3553.36 loss:0.2408 fps:1677 +frame:6.67e+06 wall_t:3977 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.513 +2026-01-06 12:32:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3889.85 total_reward_ma:3554.83 loss:0.2627 fps:1678 +frame:6.68e+06 wall_t:3982 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.499 +2026-01-06 12:32:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3937.34 total_reward_ma:3558.80 loss:0.2214 fps:1678 +frame:6.69e+06 wall_t:3987 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.611 +2026-01-06 12:32:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3943.75 total_reward_ma:3564.54 loss:0.2163 fps:1679 +frame:6.70e+06 wall_t:3991 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.54 +2026-01-06 12:32:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4054.78 total_reward_ma:3570.80 loss:0.1392 fps:1679 +frame:6.71e+06 wall_t:3996 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.595 +2026-01-06 12:32:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3886.85 total_reward_ma:3575.48 loss:0.1654 fps:1680 +frame:6.72e+06 wall_t:4001 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.779 +2026-01-06 12:32:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3934.63 total_reward_ma:3581.15 loss:0.1318 fps:1680 +frame:6.73e+06 wall_t:4005 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.488 +2026-01-06 12:32:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3944.96 total_reward_ma:3588.44 loss:0.3063 fps:1681 +frame:6.74e+06 wall_t:4010 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.555 +2026-01-06 12:32:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3934.28 total_reward_ma:3595.73 loss:0.1909 fps:1682 +frame:6.75e+06 wall_t:4014 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.44 +2026-01-06 12:32:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4039.91 total_reward_ma:3602.83 loss:0.2634 fps:1682 +frame:6.76e+06 wall_t:4019 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.599 +2026-01-06 12:32:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4062.68 total_reward_ma:3611.14 loss:0.146 fps:1682 +frame:6.77e+06 wall_t:4024 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.525 +2026-01-06 12:32:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3955.20 total_reward_ma:3616.77 loss:0.2271 fps:1683 +frame:6.78e+06 wall_t:4029 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.553 +2026-01-06 12:33:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4026.95 total_reward_ma:3622.77 loss:0.2323 fps:1683 +frame:6.79e+06 wall_t:4034 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.429 +2026-01-06 12:33:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3870.96 total_reward_ma:3626.80 loss:0.2596 fps:1684 +frame:6.80e+06 wall_t:4039 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.441 +2026-01-06 12:33:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3661.02 total_reward_ma:3628.21 loss:0.2534 fps:1684 +frame:6.81e+06 wall_t:4044 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.563 +2026-01-06 12:33:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3485.44 total_reward_ma:3629.65 loss:0.301 fps:1684 +frame:6.82e+06 wall_t:4049 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.515 +2026-01-06 12:33:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3305.98 total_reward_ma:3627.29 loss:0.1487 fps:1685 +frame:6.83e+06 wall_t:4054 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.589 +2026-01-06 12:33:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3393.82 total_reward_ma:3626.05 loss:0.2807 fps:1686 +frame:6.84e+06 wall_t:4058 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.528 +2026-01-06 12:33:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3379.39 total_reward_ma:3623.95 loss:0.163 fps:1686 +frame:6.85e+06 wall_t:4063 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 12:33:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3556.42 total_reward_ma:3622.03 loss:0.2541 fps:1686 +frame:6.86e+06 wall_t:4068 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.547 +2026-01-06 12:33:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3556.01 total_reward_ma:3620.43 loss:0.1572 fps:1687 +frame:6.87e+06 wall_t:4073 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.499 +2026-01-06 12:33:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3751.75 total_reward_ma:3618.40 loss:0.1485 fps:1687 +frame:6.88e+06 wall_t:4078 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.487 +2026-01-06 12:33:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3549.98 total_reward_ma:3615.39 loss:0.2468 fps:1687 +frame:6.89e+06 wall_t:4083 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.544 +2026-01-06 12:33:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3452.00 total_reward_ma:3612.39 loss:0.1798 fps:1688 +frame:6.90e+06 wall_t:4088 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.557 +2026-01-06 12:33:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3460.07 total_reward_ma:3610.52 loss:0.2253 fps:1689 +frame:6.91e+06 wall_t:4092 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.579 +2026-01-06 12:34:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3349.44 total_reward_ma:3607.55 loss:0.1723 fps:1689 +frame:6.92e+06 wall_t:4097 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.603 +2026-01-06 12:34:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3308.85 total_reward_ma:3605.77 loss:0.2459 fps:1689 +frame:6.93e+06 wall_t:4102 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.607 +2026-01-06 12:34:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3464.00 total_reward_ma:3606.00 loss:0.2713 fps:1690 +frame:6.94e+06 wall_t:4107 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.558 +2026-01-06 12:34:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3664.15 total_reward_ma:3608.54 loss:0.1428 fps:1690 +frame:6.95e+06 wall_t:4112 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.467 +2026-01-06 12:34:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3858.03 total_reward_ma:3612.28 loss:0.2863 fps:1691 +frame:6.96e+06 wall_t:4117 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.539 +2026-01-06 12:34:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3899.83 total_reward_ma:3615.22 loss:0.3058 fps:1691 +frame:6.97e+06 wall_t:4121 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.549 +2026-01-06 12:34:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3863.36 total_reward_ma:3617.55 loss:0.169 fps:1692 +frame:6.98e+06 wall_t:4126 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.558 +2026-01-06 12:34:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3750.50 total_reward_ma:3616.52 loss:0.15 fps:1692 +frame:6.99e+06 wall_t:4131 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.514 +2026-01-06 12:34:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3679.60 total_reward_ma:3614.37 loss:0.1579 fps:1693 +frame:7.00e+06 wall_t:4135 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.519 +2026-01-06 12:34:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3563.01 total_reward_ma:3610.56 loss:0.2159 fps:1693 +frame:7.01e+06 wall_t:4140 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.463 +2026-01-06 12:34:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3433.44 total_reward_ma:3604.47 loss:0.217 fps:1693 +frame:7.02e+06 wall_t:4146 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.465 +2026-01-06 12:34:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3423.36 total_reward_ma:3600.03 loss:0.2142 fps:1694 +frame:7.03e+06 wall_t:4151 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 12:35:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3467.60 total_reward_ma:3597.58 loss:0.1708 fps:1694 +frame:7.04e+06 wall_t:4156 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.57 +2026-01-06 12:35:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3754.40 total_reward_ma:3598.33 loss:0.186 fps:1694 +frame:7.05e+06 wall_t:4161 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.492 +2026-01-06 12:35:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3661.20 total_reward_ma:3598.76 loss:0.1688 fps:1695 +frame:7.06e+06 wall_t:4166 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.523 +2026-01-06 12:35:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4027.88 total_reward_ma:3602.69 loss:0.2145 fps:1695 +frame:7.07e+06 wall_t:4171 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.658 +2026-01-06 12:35:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4094.98 total_reward_ma:3607.74 loss:0.183 fps:1695 +frame:7.08e+06 wall_t:4176 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.622 +2026-01-06 12:35:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4044.34 total_reward_ma:3611.15 loss:0.2398 fps:1696 +frame:7.09e+06 wall_t:4181 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.646 +2026-01-06 12:35:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4215.49 total_reward_ma:3615.91 loss:0.2767 fps:1696 +frame:7.10e+06 wall_t:4186 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.495 +2026-01-06 12:35:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4158.75 total_reward_ma:3622.00 loss:0.1653 fps:1696 +frame:7.11e+06 wall_t:4191 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.568 +2026-01-06 12:35:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4112.74 total_reward_ma:3628.74 loss:0.2039 fps:1697 +frame:7.12e+06 wall_t:4196 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.471 +2026-01-06 12:35:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4020.19 total_reward_ma:3633.45 loss:0.2749 fps:1697 +frame:7.13e+06 wall_t:4202 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.617 +2026-01-06 12:35:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3971.30 total_reward_ma:3637.56 loss:0.182 fps:1697 +frame:7.14e+06 wall_t:4207 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.396 +2026-01-06 12:35:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4103.05 total_reward_ma:3644.19 loss:0.2145 fps:1698 +frame:7.15e+06 wall_t:4212 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.459 +2026-01-06 12:36:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3873.97 total_reward_ma:3649.11 loss:0.1678 fps:1698 +frame:7.16e+06 wall_t:4217 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 12:36:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3913.96 total_reward_ma:3654.16 loss:0.2343 fps:1699 +frame:7.17e+06 wall_t:4221 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.578 +2026-01-06 12:36:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3877.52 total_reward_ma:3658.67 loss:0.176 fps:1699 +frame:7.18e+06 wall_t:4226 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.565 +2026-01-06 12:36:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3904.58 total_reward_ma:3663.42 loss:0.1894 fps:1699 +frame:7.19e+06 wall_t:4231 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.622 +2026-01-06 12:36:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3792.81 total_reward_ma:3667.17 loss:0.2875 fps:1700 +frame:7.20e+06 wall_t:4235 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.437 +2026-01-06 12:36:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3825.16 total_reward_ma:3671.28 loss:0.1895 fps:1700 +frame:7.21e+06 wall_t:4240 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.578 +2026-01-06 12:36:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3792.48 total_reward_ma:3674.25 loss:0.182 fps:1701 +frame:7.22e+06 wall_t:4245 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.553 +2026-01-06 12:36:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3862.73 total_reward_ma:3677.50 loss:0.1567 fps:1701 +frame:7.23e+06 wall_t:4250 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.493 +2026-01-06 12:36:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3919.43 total_reward_ma:3680.99 loss:0.1404 fps:1702 +frame:7.24e+06 wall_t:4255 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.524 +2026-01-06 12:36:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3759.33 total_reward_ma:3682.07 loss:0.1425 fps:1702 +frame:7.25e+06 wall_t:4259 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.636 +2026-01-06 12:36:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3833.74 total_reward_ma:3682.70 loss:0.2297 fps:1703 +frame:7.26e+06 wall_t:4264 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.519 +2026-01-06 12:36:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3783.43 total_reward_ma:3683.83 loss:0.1749 fps:1703 +frame:7.27e+06 wall_t:4269 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.455 +2026-01-06 12:36:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3918.89 total_reward_ma:3687.85 loss:0.1614 fps:1704 +frame:7.28e+06 wall_t:4273 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.512 +2026-01-06 12:37:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3790.88 total_reward_ma:3690.89 loss:0.1562 fps:1704 +frame:7.29e+06 wall_t:4278 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.549 +2026-01-06 12:37:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3963.03 total_reward_ma:3696.09 loss:0.2239 fps:1704 +frame:7.30e+06 wall_t:4283 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.497 +2026-01-06 12:37:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4034.78 total_reward_ma:3702.44 loss:0.1083 fps:1705 +frame:7.31e+06 wall_t:4288 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.462 +2026-01-06 12:37:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4027.22 total_reward_ma:3708.72 loss:0.1525 fps:1705 +frame:7.32e+06 wall_t:4293 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.559 +2026-01-06 12:37:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3961.57 total_reward_ma:3714.18 loss:0.227 fps:1706 +frame:7.33e+06 wall_t:4297 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.523 +2026-01-06 12:37:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3996.46 total_reward_ma:3719.90 loss:0.1587 fps:1706 +frame:7.34e+06 wall_t:4302 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.598 +2026-01-06 12:37:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4063.13 total_reward_ma:3726.19 loss:0.1969 fps:1707 +frame:7.35e+06 wall_t:4306 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.429 +2026-01-06 12:37:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3915.02 total_reward_ma:3729.47 loss:0.2148 fps:1707 +frame:7.36e+06 wall_t:4311 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.45 +2026-01-06 12:37:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3984.49 total_reward_ma:3735.36 loss:0.1812 fps:1708 +frame:7.37e+06 wall_t:4316 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 12:37:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4171.01 total_reward_ma:3744.28 loss:0.1926 fps:1708 +frame:7.38e+06 wall_t:4321 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.456 +2026-01-06 12:37:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4307.16 total_reward_ma:3754.31 loss:0.2183 fps:1708 +frame:7.39e+06 wall_t:4326 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.444 +2026-01-06 12:37:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4215.90 total_reward_ma:3761.24 loss:0.2194 fps:1709 +frame:7.40e+06 wall_t:4330 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.58 +2026-01-06 12:38:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4018.34 total_reward_ma:3766.05 loss:0.1693 fps:1709 +frame:7.41e+06 wall_t:4335 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.56 +2026-01-06 12:38:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3886.20 total_reward_ma:3770.02 loss:0.158 fps:1710 +frame:7.42e+06 wall_t:4340 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.536 +2026-01-06 12:38:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3874.47 total_reward_ma:3773.65 loss:0.184 fps:1710 +frame:7.43e+06 wall_t:4344 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.488 +2026-01-06 12:38:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3709.77 total_reward_ma:3775.53 loss:0.1542 fps:1711 +frame:7.44e+06 wall_t:4349 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.479 +2026-01-06 12:38:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3589.63 total_reward_ma:3776.41 loss:0.1923 fps:1711 +frame:7.45e+06 wall_t:4354 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.518 +2026-01-06 12:38:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3770.10 total_reward_ma:3780.17 loss:0.2182 fps:1711 +frame:7.46e+06 wall_t:4359 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.673 +2026-01-06 12:38:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3778.85 total_reward_ma:3784.01 loss:0.1811 fps:1712 +frame:7.47e+06 wall_t:4363 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.554 +2026-01-06 12:38:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3793.58 total_reward_ma:3787.68 loss:0.1687 fps:1712 +frame:7.48e+06 wall_t:4368 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.51 +2026-01-06 12:38:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3753.98 total_reward_ma:3789.68 loss:0.21 fps:1713 +frame:7.49e+06 wall_t:4373 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.423 +2026-01-06 12:38:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3644.53 total_reward_ma:3790.43 loss:0.2468 fps:1714 +frame:7.50e+06 wall_t:4377 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.499 +2026-01-06 12:38:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3594.42 total_reward_ma:3789.77 loss:0.1554 fps:1714 +frame:7.51e+06 wall_t:4382 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.514 +2026-01-06 12:38:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3526.48 total_reward_ma:3788.09 loss:0.2234 fps:1714 +frame:7.52e+06 wall_t:4387 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.498 +2026-01-06 12:38:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3449.14 total_reward_ma:3785.49 loss:0.2371 fps:1715 +frame:7.53e+06 wall_t:4391 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.592 +2026-01-06 12:39:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3640.56 total_reward_ma:3785.12 loss:0.1857 fps:1715 +frame:7.54e+06 wall_t:4396 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.547 +2026-01-06 12:39:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3675.34 total_reward_ma:3786.54 loss:0.172 fps:1716 +frame:7.55e+06 wall_t:4401 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.531 +2026-01-06 12:39:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3672.24 total_reward_ma:3787.86 loss:0.1597 fps:1715 +frame:7.56e+06 wall_t:4407 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.603 +2026-01-06 12:39:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3685.80 total_reward_ma:3791.29 loss:0.1989 fps:1716 +frame:7.57e+06 wall_t:4412 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.542 +2026-01-06 12:39:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3784.21 total_reward_ma:3794.66 loss:0.3472 fps:1716 +frame:7.58e+06 wall_t:4417 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.524 +2026-01-06 12:39:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3724.39 total_reward_ma:3796.84 loss:0.1913 fps:1716 +frame:7.59e+06 wall_t:4422 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.556 +2026-01-06 12:39:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3633.54 total_reward_ma:3799.03 loss:0.1744 fps:1717 +frame:7.60e+06 wall_t:4427 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.542 +2026-01-06 12:39:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3645.13 total_reward_ma:3799.73 loss:0.193 fps:1717 +frame:7.61e+06 wall_t:4432 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.571 +2026-01-06 12:39:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3643.80 total_reward_ma:3800.13 loss:0.1734 fps:1717 +frame:7.62e+06 wall_t:4437 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 12:39:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3656.75 total_reward_ma:3798.90 loss:0.1797 fps:1718 +frame:7.63e+06 wall_t:4442 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.584 +2026-01-06 12:39:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3542.79 total_reward_ma:3796.88 loss:0.3218 fps:1718 +frame:7.64e+06 wall_t:4447 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.526 +2026-01-06 12:39:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3540.05 total_reward_ma:3795.16 loss:0.1164 fps:1718 +frame:7.65e+06 wall_t:4452 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.531 +2026-01-06 12:40:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3470.85 total_reward_ma:3790.91 loss:0.165 fps:1719 +frame:7.66e+06 wall_t:4456 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.559 +2026-01-06 12:40:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3558.33 total_reward_ma:3786.75 loss:0.208 fps:1719 +frame:7.67e+06 wall_t:4461 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.553 +2026-01-06 12:40:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3645.78 total_reward_ma:3784.31 loss:0.157 fps:1720 +frame:7.68e+06 wall_t:4466 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.451 +2026-01-06 12:40:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3745.24 total_reward_ma:3782.39 loss:0.2715 fps:1720 +frame:7.69e+06 wall_t:4470 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.591 +2026-01-06 12:40:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3771.48 total_reward_ma:3780.67 loss:0.2295 fps:1721 +frame:7.70e+06 wall_t:4475 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.565 +2026-01-06 12:40:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3834.69 total_reward_ma:3778.47 loss:0.1963 fps:1721 +frame:7.71e+06 wall_t:4480 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.505 +2026-01-06 12:40:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3970.46 total_reward_ma:3779.31 loss:0.2561 fps:1721 +frame:7.72e+06 wall_t:4485 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.472 +2026-01-06 12:40:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4161.33 total_reward_ma:3781.57 loss:0.1953 fps:1722 +frame:7.73e+06 wall_t:4490 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.482 +2026-01-06 12:40:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4191.96 total_reward_ma:3784.04 loss:0.3 fps:1722 +frame:7.74e+06 wall_t:4495 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 12:40:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4103.89 total_reward_ma:3785.74 loss:0.1994 fps:1722 +frame:7.75e+06 wall_t:4500 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.459 +2026-01-06 12:40:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4022.36 total_reward_ma:3785.56 loss:0.1675 fps:1722 +frame:7.76e+06 wall_t:4506 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.523 +2026-01-06 12:40:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3916.01 total_reward_ma:3784.10 loss:0.2249 fps:1723 +frame:7.77e+06 wall_t:4510 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.46 +2026-01-06 12:41:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3781.80 total_reward_ma:3782.36 loss:0.1982 fps:1724 +frame:7.78e+06 wall_t:4514 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.522 +2026-01-06 12:41:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3623.10 total_reward_ma:3778.32 loss:0.172 fps:1724 +frame:7.79e+06 wall_t:4519 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.354 +2026-01-06 12:41:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3648.43 total_reward_ma:3776.10 loss:0.1347 fps:1724 +frame:7.80e+06 wall_t:4524 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.522 +2026-01-06 12:41:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3644.07 total_reward_ma:3775.93 loss:0.2051 fps:1724 +frame:7.81e+06 wall_t:4529 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.537 +2026-01-06 12:41:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3838.29 total_reward_ma:3779.46 loss:0.171 fps:1725 +frame:7.82e+06 wall_t:4534 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 12:41:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3905.89 total_reward_ma:3785.46 loss:0.1807 fps:1725 +frame:7.83e+06 wall_t:4538 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.325 +2026-01-06 12:41:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3947.43 total_reward_ma:3790.99 loss:0.3579 fps:1726 +frame:7.84e+06 wall_t:4543 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.432 +2026-01-06 12:41:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3985.53 total_reward_ma:3797.05 loss:0.2177 fps:1726 +frame:7.85e+06 wall_t:4548 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 12:41:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3891.92 total_reward_ma:3800.41 loss:0.1465 fps:1727 +frame:7.86e+06 wall_t:4552 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.421 +2026-01-06 12:41:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4018.72 total_reward_ma:3805.04 loss:0.1748 fps:1727 +frame:7.87e+06 wall_t:4557 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.419 +2026-01-06 12:41:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3713.21 total_reward_ma:3804.65 loss:0.2386 fps:1727 +frame:7.88e+06 wall_t:4563 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.486 +2026-01-06 12:41:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3680.70 total_reward_ma:3805.96 loss:0.2653 fps:1727 +frame:7.89e+06 wall_t:4568 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 12:41:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3693.08 total_reward_ma:3808.37 loss:0.1519 fps:1728 +frame:7.90e+06 wall_t:4572 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.49 +2026-01-06 12:42:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3823.15 total_reward_ma:3812.00 loss:0.186 fps:1728 +frame:7.91e+06 wall_t:4577 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.496 +2026-01-06 12:42:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3845.32 total_reward_ma:3816.96 loss:0.2936 fps:1729 +frame:7.92e+06 wall_t:4582 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.582 +2026-01-06 12:42:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3884.04 total_reward_ma:3822.71 loss:0.232 fps:1728 +frame:7.93e+06 wall_t:4588 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.547 +2026-01-06 12:42:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3907.84 total_reward_ma:3827.15 loss:0.2395 fps:1729 +frame:7.94e+06 wall_t:4592 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.486 +2026-01-06 12:42:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3874.67 total_reward_ma:3829.25 loss:0.1513 fps:1729 +frame:7.95e+06 wall_t:4598 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.535 +2026-01-06 12:42:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3776.59 total_reward_ma:3828.44 loss:0.2324 fps:1729 +frame:7.96e+06 wall_t:4603 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.584 +2026-01-06 12:42:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3860.54 total_reward_ma:3828.05 loss:0.1699 fps:1730 +frame:7.97e+06 wall_t:4608 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.397 +2026-01-06 12:42:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3833.93 total_reward_ma:3827.75 loss:0.1627 fps:1730 +frame:7.98e+06 wall_t:4612 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.515 +2026-01-06 12:42:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3649.74 total_reward_ma:3826.75 loss:0.1984 fps:1731 +frame:7.99e+06 wall_t:4617 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.571 +2026-01-06 12:42:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3654.01 total_reward_ma:3826.49 loss:0.166 fps:1731 +frame:8.00e+06 wall_t:4622 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.605 +2026-01-06 12:42:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3715.85 total_reward_ma:3828.02 loss:0.1528 fps:1731 +frame:8.01e+06 wall_t:4627 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.502 +2026-01-06 12:42:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3730.02 total_reward_ma:3830.98 loss:0.1909 fps:1731 +frame:8.02e+06 wall_t:4632 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.483 +2026-01-06 12:43:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3629.53 total_reward_ma:3833.04 loss:0.1891 fps:1732 +frame:8.03e+06 wall_t:4636 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.532 +2026-01-06 12:43:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3655.58 total_reward_ma:3834.92 loss:0.2237 fps:1732 +frame:8.04e+06 wall_t:4642 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.471 +2026-01-06 12:43:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3706.39 total_reward_ma:3834.44 loss:0.2002 fps:1732 +frame:8.05e+06 wall_t:4647 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.562 +2026-01-06 12:43:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3988.17 total_reward_ma:3837.71 loss:0.2014 fps:1733 +frame:8.06e+06 wall_t:4652 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 12:43:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4010.07 total_reward_ma:3837.54 loss:0.1706 fps:1733 +frame:8.07e+06 wall_t:4657 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.512 +2026-01-06 12:43:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3998.14 total_reward_ma:3836.57 loss:0.193 fps:1733 +frame:8.08e+06 wall_t:4662 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.643 +2026-01-06 12:43:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4062.50 total_reward_ma:3836.75 loss:0.246 fps:1733 +frame:8.09e+06 wall_t:4667 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.572 +2026-01-06 12:43:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3951.66 total_reward_ma:3834.11 loss:0.2228 fps:1734 +frame:8.10e+06 wall_t:4672 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.445 +2026-01-06 12:43:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3916.60 total_reward_ma:3831.69 loss:0.1928 fps:1734 +frame:8.11e+06 wall_t:4677 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.555 +2026-01-06 12:43:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3806.33 total_reward_ma:3828.63 loss:0.1757 fps:1735 +frame:8.12e+06 wall_t:4681 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.461 +2026-01-06 12:43:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3793.12 total_reward_ma:3826.35 loss:0.2313 fps:1735 +frame:8.13e+06 wall_t:4686 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.546 +2026-01-06 12:43:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3651.68 total_reward_ma:3823.16 loss:0.2099 fps:1735 +frame:8.14e+06 wall_t:4691 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.519 +2026-01-06 12:44:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3948.20 total_reward_ma:3821.61 loss:0.2589 fps:1736 +frame:8.15e+06 wall_t:4696 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.516 +2026-01-06 12:44:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3968.55 total_reward_ma:3822.56 loss:0.1915 fps:1736 +frame:8.16e+06 wall_t:4701 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.559 +2026-01-06 12:44:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4138.22 total_reward_ma:3824.80 loss:0.2035 fps:1736 +frame:8.17e+06 wall_t:4706 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.571 +2026-01-06 12:44:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4020.32 total_reward_ma:3826.23 loss:0.183 fps:1736 +frame:8.18e+06 wall_t:4711 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.535 +2026-01-06 12:44:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4068.59 total_reward_ma:3827.87 loss:0.2673 fps:1737 +frame:8.19e+06 wall_t:4716 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.571 +2026-01-06 12:44:27 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4153.72 total_reward_ma:3831.48 loss:0.1638 fps:1737 +frame:8.20e+06 wall_t:4721 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.52 +2026-01-06 12:44:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3971.01 total_reward_ma:3832.93 loss:0.2673 fps:1737 +frame:8.21e+06 wall_t:4726 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.496 +2026-01-06 12:44:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3896.29 total_reward_ma:3833.97 loss:0.1766 fps:1737 +frame:8.22e+06 wall_t:4731 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.484 +2026-01-06 12:44:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3915.46 total_reward_ma:3834.50 loss:0.2053 fps:1738 +frame:8.23e+06 wall_t:4736 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.378 +2026-01-06 12:44:47 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3869.03 total_reward_ma:3834.00 loss:0.2787 fps:1738 +frame:8.24e+06 wall_t:4741 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.38 +2026-01-06 12:44:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3930.95 total_reward_ma:3835.71 loss:0.1848 fps:1738 +frame:8.25e+06 wall_t:4746 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.472 +2026-01-06 12:44:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4011.97 total_reward_ma:3837.49 loss:0.2186 fps:1739 +frame:8.26e+06 wall_t:4751 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 12:45:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4125.76 total_reward_ma:3840.92 loss:0.2265 fps:1739 +frame:8.27e+06 wall_t:4755 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.503 +2026-01-06 12:45:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4311.98 total_reward_ma:3844.85 loss:0.2769 fps:1739 +frame:8.28e+06 wall_t:4760 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.53 +2026-01-06 12:45:11 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4296.26 total_reward_ma:3849.90 loss:0.2104 fps:1740 +frame:8.29e+06 wall_t:4765 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.514 +2026-01-06 12:45:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4412.71 total_reward_ma:3854.40 loss:0.1832 fps:1740 +frame:8.30e+06 wall_t:4770 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.399 +2026-01-06 12:45:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4462.73 total_reward_ma:3858.68 loss:0.291 fps:1741 +frame:8.31e+06 wall_t:4774 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.381 +2026-01-06 12:45:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4413.91 total_reward_ma:3862.54 loss:0.2249 fps:1741 +frame:8.32e+06 wall_t:4779 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.43 +2026-01-06 12:45:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4350.66 total_reward_ma:3866.44 loss:0.127 fps:1741 +frame:8.33e+06 wall_t:4784 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.484 +2026-01-06 12:45:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4376.74 total_reward_ma:3870.24 loss:0.1885 fps:1741 +frame:8.34e+06 wall_t:4789 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.41 +2026-01-06 12:45:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4354.39 total_reward_ma:3873.15 loss:0.2019 fps:1742 +frame:8.35e+06 wall_t:4794 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.455 +2026-01-06 12:45:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4462.38 total_reward_ma:3878.62 loss:0.1346 fps:1742 +frame:8.36e+06 wall_t:4799 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.309 +2026-01-06 12:45:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4408.78 total_reward_ma:3882.87 loss:0.1494 fps:1742 +frame:8.37e+06 wall_t:4804 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.364 +2026-01-06 12:45:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4358.28 total_reward_ma:3884.74 loss:0.2092 fps:1743 +frame:8.38e+06 wall_t:4809 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 12:46:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4248.78 total_reward_ma:3884.16 loss:0.2315 fps:1743 +frame:8.39e+06 wall_t:4814 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.351 +2026-01-06 12:46:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4306.40 total_reward_ma:3885.06 loss:0.2315 fps:1743 +frame:8.40e+06 wall_t:4819 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.373 +2026-01-06 12:46:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4094.63 total_reward_ma:3885.82 loss:0.2246 fps:1743 +frame:8.41e+06 wall_t:4824 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.465 +2026-01-06 12:46:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3869.38 total_reward_ma:3885.66 loss:0.226 fps:1744 +frame:8.42e+06 wall_t:4829 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.453 +2026-01-06 12:46:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3941.64 total_reward_ma:3886.33 loss:0.2437 fps:1744 +frame:8.43e+06 wall_t:4834 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.44 +2026-01-06 12:46:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3888.78 total_reward_ma:3888.12 loss:0.1763 fps:1745 +frame:8.44e+06 wall_t:4838 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.399 +2026-01-06 12:46:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3873.43 total_reward_ma:3890.96 loss:0.2106 fps:1745 +frame:8.45e+06 wall_t:4843 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.32 +2026-01-06 12:46:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3863.25 total_reward_ma:3891.89 loss:0.2382 fps:1745 +frame:8.46e+06 wall_t:4848 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.415 +2026-01-06 12:46:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3762.74 total_reward_ma:3891.73 loss:0.2374 fps:1745 +frame:8.47e+06 wall_t:4853 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 12:46:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3764.32 total_reward_ma:3891.43 loss:0.2968 fps:1746 +frame:8.48e+06 wall_t:4858 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.244 +2026-01-06 12:46:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3843.94 total_reward_ma:3892.33 loss:0.1576 fps:1746 +frame:8.49e+06 wall_t:4863 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.515 +2026-01-06 12:46:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3676.21 total_reward_ma:3892.65 loss:0.1817 fps:1746 +frame:8.50e+06 wall_t:4868 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.272 +2026-01-06 12:46:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3824.29 total_reward_ma:3894.95 loss:0.1781 fps:1746 +frame:8.51e+06 wall_t:4873 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.396 +2026-01-06 12:47:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3793.88 total_reward_ma:3897.62 loss:0.2746 fps:1747 +frame:8.52e+06 wall_t:4878 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.364 +2026-01-06 12:47:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3834.23 total_reward_ma:3901.47 loss:0.1907 fps:1747 +frame:8.53e+06 wall_t:4883 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.551 +2026-01-06 12:47:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3744.11 total_reward_ma:3902.51 loss:0.1756 fps:1747 +frame:8.54e+06 wall_t:4887 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 12:47:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3778.90 total_reward_ma:3903.54 loss:0.1903 fps:1748 +frame:8.55e+06 wall_t:4892 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.313 +2026-01-06 12:47:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3988.45 total_reward_ma:3906.71 loss:0.2324 fps:1748 +frame:8.56e+06 wall_t:4897 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.44 +2026-01-06 12:47:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3903.05 total_reward_ma:3908.88 loss:0.1998 fps:1748 +frame:8.57e+06 wall_t:4902 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.336 +2026-01-06 12:47:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3819.34 total_reward_ma:3909.23 loss:0.2727 fps:1749 +frame:8.58e+06 wall_t:4907 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 12:47:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3871.36 total_reward_ma:3910.70 loss:0.2424 fps:1748 +frame:8.59e+06 wall_t:4913 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.402 +2026-01-06 12:47:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3947.99 total_reward_ma:3913.85 loss:0.2181 fps:1749 +frame:8.60e+06 wall_t:4917 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.431 +2026-01-06 12:47:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4160.39 total_reward_ma:3919.00 loss:0.2142 fps:1749 +frame:8.61e+06 wall_t:4922 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.297 +2026-01-06 12:47:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4035.09 total_reward_ma:3922.91 loss:0.1824 fps:1750 +frame:8.62e+06 wall_t:4927 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.392 +2026-01-06 12:47:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4065.15 total_reward_ma:3927.00 loss:0.1907 fps:1749 +frame:8.63e+06 wall_t:4933 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.406 +2026-01-06 12:48:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4104.71 total_reward_ma:3932.61 loss:0.1398 fps:1750 +frame:8.64e+06 wall_t:4938 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 12:48:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4297.49 total_reward_ma:3940.19 loss:0.3096 fps:1750 +frame:8.65e+06 wall_t:4943 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.394 +2026-01-06 12:48:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4356.66 total_reward_ma:3949.05 loss:0.313 fps:1750 +frame:8.66e+06 wall_t:4948 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.211 +2026-01-06 12:48:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4216.60 total_reward_ma:3955.63 loss:0.2227 fps:1750 +frame:8.67e+06 wall_t:4954 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.285 +2026-01-06 12:48:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4109.74 total_reward_ma:3960.27 loss:0.1546 fps:1750 +frame:8.68e+06 wall_t:4959 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.328 +2026-01-06 12:48:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4108.96 total_reward_ma:3963.91 loss:0.2485 fps:1751 +frame:8.69e+06 wall_t:4964 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.295 +2026-01-06 12:48:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4223.55 total_reward_ma:3968.43 loss:0.2104 fps:1751 +frame:8.70e+06 wall_t:4970 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.285 +2026-01-06 12:48:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4149.75 total_reward_ma:3971.58 loss:0.2622 fps:1751 +frame:8.71e+06 wall_t:4974 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.342 +2026-01-06 12:48:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4012.97 total_reward_ma:3972.00 loss:0.1922 fps:1751 +frame:8.72e+06 wall_t:4979 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.194 +2026-01-06 12:48:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3927.58 total_reward_ma:3969.67 loss:0.1487 fps:1752 +frame:8.73e+06 wall_t:4984 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 12:48:55 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3854.61 total_reward_ma:3966.29 loss:0.2079 fps:1752 +frame:8.74e+06 wall_t:4989 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.341 +2026-01-06 12:49:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3955.91 total_reward_ma:3964.81 loss:0.2512 fps:1752 +frame:8.75e+06 wall_t:4994 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.262 +2026-01-06 12:49:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3814.59 total_reward_ma:3962.73 loss:0.1166 fps:1752 +frame:8.76e+06 wall_t:4999 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.419 +2026-01-06 12:49:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3721.56 total_reward_ma:3960.79 loss:0.1541 fps:1753 +frame:8.77e+06 wall_t:5003 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.394 +2026-01-06 12:49:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3772.45 total_reward_ma:3960.70 loss:0.174 fps:1753 +frame:8.78e+06 wall_t:5008 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.403 +2026-01-06 12:49:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3985.01 total_reward_ma:3964.31 loss:0.1698 fps:1754 +frame:8.79e+06 wall_t:5012 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.454 +2026-01-06 12:49:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4204.49 total_reward_ma:3969.88 loss:0.1978 fps:1754 +frame:8.80e+06 wall_t:5018 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.38 +2026-01-06 12:49:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4240.54 total_reward_ma:3975.84 loss:0.2329 fps:1754 +frame:8.81e+06 wall_t:5022 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.409 +2026-01-06 12:49:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4373.52 total_reward_ma:3981.19 loss:0.1745 fps:1755 +frame:8.82e+06 wall_t:5027 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.531 +2026-01-06 12:49:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4437.97 total_reward_ma:3986.51 loss:0.4855 fps:1755 +frame:8.83e+06 wall_t:5032 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.417 +2026-01-06 12:49:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4367.00 total_reward_ma:3990.71 loss:0.2142 fps:1755 +frame:8.84e+06 wall_t:5037 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 12:49:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4342.44 total_reward_ma:3994.28 loss:0.2776 fps:1755 +frame:8.85e+06 wall_t:5042 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.395 +2026-01-06 12:49:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4332.87 total_reward_ma:3998.69 loss:0.2348 fps:1756 +frame:8.86e+06 wall_t:5046 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.425 +2026-01-06 12:49:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4307.09 total_reward_ma:4001.57 loss:0.213 fps:1756 +frame:8.87e+06 wall_t:5051 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.294 +2026-01-06 12:50:02 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4165.21 total_reward_ma:4006.09 loss:0.2593 fps:1756 +frame:8.88e+06 wall_t:5056 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.386 +2026-01-06 12:50:07 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4238.08 total_reward_ma:4011.67 loss:0.2177 fps:1757 +frame:8.89e+06 wall_t:5061 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.365 +2026-01-06 12:50:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4193.81 total_reward_ma:4016.67 loss:0.2604 fps:1757 +frame:8.90e+06 wall_t:5066 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.335 +2026-01-06 12:50:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4287.31 total_reward_ma:4021.31 loss:0.1462 fps:1757 +frame:8.91e+06 wall_t:5070 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 12:50:21 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4338.17 total_reward_ma:4026.24 loss:0.2709 fps:1758 +frame:8.92e+06 wall_t:5075 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.355 +2026-01-06 12:50:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4169.55 total_reward_ma:4029.10 loss:0.2102 fps:1758 +frame:8.93e+06 wall_t:5080 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 12:50:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4199.62 total_reward_ma:4032.02 loss:0.2098 fps:1758 +frame:8.94e+06 wall_t:5084 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 12:50:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4075.81 total_reward_ma:4034.03 loss:0.2315 fps:1759 +frame:8.95e+06 wall_t:5089 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.276 +2026-01-06 12:50:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4238.12 total_reward_ma:4038.64 loss:0.1859 fps:1759 +frame:8.96e+06 wall_t:5094 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.296 +2026-01-06 12:50:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4021.64 total_reward_ma:4040.25 loss:0.3071 fps:1760 +frame:8.97e+06 wall_t:5098 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.301 +2026-01-06 12:50:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3888.77 total_reward_ma:4040.80 loss:0.1691 fps:1760 +frame:8.98e+06 wall_t:5103 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.421 +2026-01-06 12:50:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3894.61 total_reward_ma:4043.25 loss:0.2505 fps:1760 +frame:8.99e+06 wall_t:5108 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.324 +2026-01-06 12:50:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3931.37 total_reward_ma:4046.02 loss:0.2063 fps:1760 +frame:9.00e+06 wall_t:5113 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.461 +2026-01-06 12:51:05 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4098.70 total_reward_ma:4049.85 loss:0.2549 fps:1760 +frame:9.01e+06 wall_t:5119 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.461 +2026-01-06 12:51:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3943.55 total_reward_ma:4051.99 loss:0.2524 fps:1760 +frame:9.02e+06 wall_t:5124 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 12:51:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4029.52 total_reward_ma:4055.99 loss:0.2094 fps:1761 +frame:9.03e+06 wall_t:5129 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.322 +2026-01-06 12:51:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4212.79 total_reward_ma:4061.56 loss:0.3058 fps:1761 +frame:9.04e+06 wall_t:5134 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.448 +2026-01-06 12:51:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4309.84 total_reward_ma:4067.59 loss:0.173 fps:1761 +frame:9.05e+06 wall_t:5139 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.31 +2026-01-06 12:51:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4232.99 total_reward_ma:4070.04 loss:0.1895 fps:1761 +frame:9.06e+06 wall_t:5144 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.365 +2026-01-06 12:51:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4180.82 total_reward_ma:4071.75 loss:0.2731 fps:1762 +frame:9.07e+06 wall_t:5149 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.273 +2026-01-06 12:51:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4125.77 total_reward_ma:4073.03 loss:0.1641 fps:1762 +frame:9.08e+06 wall_t:5153 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.342 +2026-01-06 12:51:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4152.46 total_reward_ma:4073.93 loss:0.1882 fps:1762 +frame:9.09e+06 wall_t:5158 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.285 +2026-01-06 12:51:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4241.46 total_reward_ma:4076.82 loss:0.2403 fps:1763 +frame:9.10e+06 wall_t:5163 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.295 +2026-01-06 12:51:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4189.33 total_reward_ma:4079.55 loss:0.2574 fps:1763 +frame:9.11e+06 wall_t:5167 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 12:51:58 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4244.12 total_reward_ma:4083.93 loss:0.2091 fps:1763 +frame:9.12e+06 wall_t:5172 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.285 +2026-01-06 12:52:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4452.83 total_reward_ma:4090.53 loss:0.1936 fps:1764 +frame:9.13e+06 wall_t:5177 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.304 +2026-01-06 12:52:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4648.67 total_reward_ma:4100.50 loss:0.368 fps:1764 +frame:9.14e+06 wall_t:5182 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.263 +2026-01-06 12:52:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4673.00 total_reward_ma:4107.74 loss:0.2363 fps:1764 +frame:9.15e+06 wall_t:5188 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.291 +2026-01-06 12:52:19 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4454.34 total_reward_ma:4112.60 loss:0.2229 fps:1764 +frame:9.16e+06 wall_t:5193 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.269 +2026-01-06 12:52:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4387.33 total_reward_ma:4115.09 loss:0.2748 fps:1764 +frame:9.17e+06 wall_t:5198 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.368 +2026-01-06 12:52:30 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4338.69 total_reward_ma:4118.28 loss:0.162 fps:1764 +frame:9.18e+06 wall_t:5204 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.261 +2026-01-06 12:52:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4409.99 total_reward_ma:4121.69 loss:0.2697 fps:1764 +frame:9.19e+06 wall_t:5209 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.184 +2026-01-06 12:52:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4321.84 total_reward_ma:4123.37 loss:0.3713 fps:1764 +frame:9.20e+06 wall_t:5214 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.247 +2026-01-06 12:52:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4144.97 total_reward_ma:4125.11 loss:0.2532 fps:1765 +frame:9.21e+06 wall_t:5218 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.197 +2026-01-06 12:52:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4171.75 total_reward_ma:4127.87 loss:0.1795 fps:1765 +frame:9.22e+06 wall_t:5223 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.272 +2026-01-06 12:52:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4169.56 total_reward_ma:4130.41 loss:0.1968 fps:1765 +frame:9.23e+06 wall_t:5228 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.223 +2026-01-06 12:52:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4069.47 total_reward_ma:4132.41 loss:0.2331 fps:1766 +frame:9.24e+06 wall_t:5233 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.217 +2026-01-06 12:53:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3991.41 total_reward_ma:4133.02 loss:0.2462 fps:1766 +frame:9.25e+06 wall_t:5238 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.381 +2026-01-06 12:53:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3898.02 total_reward_ma:4131.88 loss:0.2226 fps:1766 +frame:9.26e+06 wall_t:5243 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.28 +2026-01-06 12:53:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3813.39 total_reward_ma:4128.75 loss:0.2318 fps:1767 +frame:9.27e+06 wall_t:5247 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.233 +2026-01-06 12:53:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3868.62 total_reward_ma:4124.32 loss:0.1985 fps:1767 +frame:9.28e+06 wall_t:5252 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.278 +2026-01-06 12:53:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3876.12 total_reward_ma:4120.12 loss:0.1554 fps:1767 +frame:9.29e+06 wall_t:5257 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.42 +2026-01-06 12:53:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3931.12 total_reward_ma:4115.30 loss:0.1882 fps:1767 +frame:9.30e+06 wall_t:5262 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.225 +2026-01-06 12:53:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3843.19 total_reward_ma:4109.11 loss:0.2121 fps:1768 +frame:9.31e+06 wall_t:5266 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.303 +2026-01-06 12:53:37 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3848.61 total_reward_ma:4103.45 loss:0.1494 fps:1768 +frame:9.32e+06 wall_t:5271 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.296 +2026-01-06 12:53:42 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3853.76 total_reward_ma:4098.48 loss:0.2197 fps:1768 +frame:9.33e+06 wall_t:5276 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.184 +2026-01-06 12:53:46 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3936.31 total_reward_ma:4094.08 loss:0.2205 fps:1769 +frame:9.34e+06 wall_t:5280 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.283 +2026-01-06 12:53:51 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4165.96 total_reward_ma:4092.20 loss:0.2957 fps:1769 +frame:9.35e+06 wall_t:5285 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.299 +2026-01-06 12:53:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4071.95 total_reward_ma:4088.29 loss:0.2352 fps:1769 +frame:9.36e+06 wall_t:5290 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.234 +2026-01-06 12:54:01 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4253.61 total_reward_ma:4086.74 loss:0.1949 fps:1770 +frame:9.37e+06 wall_t:5295 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.198 +2026-01-06 12:54:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4245.42 total_reward_ma:4085.61 loss:0.1744 fps:1770 +frame:9.38e+06 wall_t:5300 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.153 +2026-01-06 12:54:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4403.03 total_reward_ma:4087.15 loss:0.2681 fps:1770 +frame:9.39e+06 wall_t:5304 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.145 +2026-01-06 12:54:15 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4437.60 total_reward_ma:4088.47 loss:0.2041 fps:1771 +frame:9.40e+06 wall_t:5309 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.239 +2026-01-06 12:54:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4444.08 total_reward_ma:4091.96 loss:0.3364 fps:1771 +frame:9.41e+06 wall_t:5314 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.251 +2026-01-06 12:54:25 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4219.14 total_reward_ma:4095.46 loss:0.3034 fps:1771 +frame:9.42e+06 wall_t:5319 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.266 +2026-01-06 12:54:29 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4195.53 total_reward_ma:4098.00 loss:0.1351 fps:1772 +frame:9.43e+06 wall_t:5323 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.296 +2026-01-06 12:54:34 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4029.38 total_reward_ma:4099.40 loss:0.2089 fps:1772 +frame:9.44e+06 wall_t:5328 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.307 +2026-01-06 12:54:39 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3834.27 total_reward_ma:4099.01 loss:0.2182 fps:1772 +frame:9.45e+06 wall_t:5333 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.138 +2026-01-06 12:54:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3847.01 total_reward_ma:4098.85 loss:0.1974 fps:1772 +frame:9.46e+06 wall_t:5338 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.209 +2026-01-06 12:54:50 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3957.88 total_reward_ma:4100.80 loss:0.3338 fps:1772 +frame:9.47e+06 wall_t:5344 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.305 +2026-01-06 12:54:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4084.10 total_reward_ma:4104.00 loss:0.3844 fps:1773 +frame:9.48e+06 wall_t:5348 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.349 +2026-01-06 12:54:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4000.21 total_reward_ma:4105.56 loss:0.1621 fps:1773 +frame:9.49e+06 wall_t:5353 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.323 +2026-01-06 12:55:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4233.80 total_reward_ma:4111.14 loss:0.2581 fps:1773 +frame:9.50e+06 wall_t:5357 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.233 +2026-01-06 12:55:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4372.33 total_reward_ma:4116.62 loss:0.2644 fps:1774 +frame:9.51e+06 wall_t:5362 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.259 +2026-01-06 12:55:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4341.33 total_reward_ma:4122.09 loss:0.171 fps:1774 +frame:9.52e+06 wall_t:5367 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.252 +2026-01-06 12:55:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4217.48 total_reward_ma:4125.92 loss:0.2382 fps:1774 +frame:9.53e+06 wall_t:5372 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.293 +2026-01-06 12:55:23 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4028.64 total_reward_ma:4128.77 loss:0.2922 fps:1774 +frame:9.54e+06 wall_t:5377 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 12:55:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4052.26 total_reward_ma:4131.50 loss:0.3165 fps:1774 +frame:9.55e+06 wall_t:5382 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.368 +2026-01-06 12:55:33 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3923.10 total_reward_ma:4130.85 loss:0.2039 fps:1775 +frame:9.56e+06 wall_t:5387 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.312 +2026-01-06 12:55:38 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3931.92 total_reward_ma:4131.14 loss:0.1956 fps:1775 +frame:9.57e+06 wall_t:5392 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.264 +2026-01-06 12:55:43 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3944.96 total_reward_ma:4132.39 loss:0.2099 fps:1775 +frame:9.58e+06 wall_t:5397 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.285 +2026-01-06 12:55:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4091.28 total_reward_ma:4134.59 loss:0.1702 fps:1775 +frame:9.59e+06 wall_t:5403 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.22 +2026-01-06 12:55:54 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4131.54 total_reward_ma:4136.43 loss:0.2058 fps:1775 +frame:9.60e+06 wall_t:5408 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.359 +2026-01-06 12:55:59 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4073.45 total_reward_ma:4135.56 loss:0.183 fps:1775 +frame:9.61e+06 wall_t:5413 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.305 +2026-01-06 12:56:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4009.79 total_reward_ma:4135.31 loss:0.2673 fps:1776 +frame:9.62e+06 wall_t:5418 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.15 +2026-01-06 12:56:09 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4247.17 total_reward_ma:4137.13 loss:0.1869 fps:1776 +frame:9.63e+06 wall_t:5423 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.254 +2026-01-06 12:56:13 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4286.89 total_reward_ma:4138.95 loss:0.1677 fps:1776 +frame:9.64e+06 wall_t:5427 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.307 +2026-01-06 12:56:17 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4291.89 total_reward_ma:4138.89 loss:0.3464 fps:1777 +frame:9.65e+06 wall_t:5431 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.166 +2026-01-06 12:56:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4214.96 total_reward_ma:4137.48 loss:0.227 fps:1777 +frame:9.66e+06 wall_t:5436 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.227 +2026-01-06 12:56:26 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4121.91 total_reward_ma:4136.53 loss:0.2859 fps:1778 +frame:9.67e+06 wall_t:5440 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.239 +2026-01-06 12:56:31 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4259.46 total_reward_ma:4138.03 loss:0.1959 fps:1778 +frame:9.68e+06 wall_t:5445 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.246 +2026-01-06 12:56:35 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4353.45 total_reward_ma:4140.47 loss:0.2797 fps:1778 +frame:9.69e+06 wall_t:5449 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.223 +2026-01-06 12:56:40 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4265.48 total_reward_ma:4140.89 loss:0.2869 fps:1779 +frame:9.70e+06 wall_t:5454 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.211 +2026-01-06 12:56:44 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4312.13 total_reward_ma:4142.51 loss:0.1941 fps:1779 +frame:9.71e+06 wall_t:5458 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.216 +2026-01-06 12:56:48 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4318.25 total_reward_ma:4145.57 loss:0.2383 fps:1780 +frame:9.72e+06 wall_t:5462 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.308 +2026-01-06 12:56:52 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4558.30 total_reward_ma:4151.87 loss:0.2333 fps:1780 +frame:9.73e+06 wall_t:5466 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.122 +2026-01-06 12:56:56 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4779.28 total_reward_ma:4161.12 loss:0.2325 fps:1781 +frame:9.74e+06 wall_t:5470 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.211 +2026-01-06 12:57:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4668.77 total_reward_ma:4168.25 loss:0.1939 fps:1781 +frame:9.75e+06 wall_t:5474 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.262 +2026-01-06 12:57:04 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4619.68 total_reward_ma:4176.30 loss:0.2152 fps:1782 +frame:9.76e+06 wall_t:5478 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.315 +2026-01-06 12:57:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4463.68 total_reward_ma:4183.72 loss:0.2556 fps:1782 +frame:9.77e+06 wall_t:5482 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.304 +2026-01-06 12:57:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4471.93 total_reward_ma:4190.72 loss:0.2098 fps:1783 +frame:9.78e+06 wall_t:5486 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.208 +2026-01-06 12:57:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4341.70 total_reward_ma:4194.28 loss:0.3024 fps:1783 +frame:9.79e+06 wall_t:5490 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.321 +2026-01-06 12:57:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4379.23 total_reward_ma:4196.03 loss:0.203 fps:1784 +frame:9.80e+06 wall_t:5494 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.191 +2026-01-06 12:57:24 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4255.55 total_reward_ma:4196.18 loss:0.2277 fps:1784 +frame:9.81e+06 wall_t:5498 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.144 +2026-01-06 12:57:28 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4184.79 total_reward_ma:4194.29 loss:0.1935 fps:1785 +frame:9.82e+06 wall_t:5502 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.178 +2026-01-06 12:57:32 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4281.81 total_reward_ma:4192.73 loss:0.2124 fps:1785 +frame:9.83e+06 wall_t:5506 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.33 +2026-01-06 12:57:36 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4203.90 total_reward_ma:4191.10 loss:0.235 fps:1786 +frame:9.84e+06 wall_t:5510 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.144 +2026-01-06 12:57:41 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4238.01 total_reward_ma:4190.06 loss:0.2928 fps:1786 +frame:9.85e+06 wall_t:5515 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.197 +2026-01-06 12:57:45 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4171.91 total_reward_ma:4188.45 loss:0.3174 fps:1787 +frame:9.86e+06 wall_t:5519 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.252 +2026-01-06 12:57:49 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4338.16 total_reward_ma:4188.76 loss:0.2892 fps:1787 +frame:9.87e+06 wall_t:5523 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.158 +2026-01-06 12:57:53 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4466.46 total_reward_ma:4191.77 loss:0.2593 fps:1788 +frame:9.88e+06 wall_t:5527 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.245 +2026-01-06 12:57:57 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4598.32 total_reward_ma:4195.37 loss:0.3094 fps:1788 +frame:9.89e+06 wall_t:5531 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.203 +2026-01-06 12:58:00 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4692.73 total_reward_ma:4200.36 loss:0.2865 fps:1789 +frame:9.90e+06 wall_t:5534 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.27 +2026-01-06 12:58:03 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4794.05 total_reward_ma:4205.43 loss:0.2084 fps:1790 +frame:9.91e+06 wall_t:5537 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.309 +2026-01-06 12:58:06 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4856.11 total_reward_ma:4210.61 loss:0.1584 fps:1791 +frame:9.92e+06 wall_t:5540 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.223 +2026-01-06 12:58:08 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4679.02 total_reward_ma:4215.70 loss:0.2294 fps:1792 +frame:9.93e+06 wall_t:5542 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.19 +2026-01-06 12:58:10 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4569.36 total_reward_ma:4219.40 loss:0.31 fps:1793 +frame:9.94e+06 wall_t:5544 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.225 +2026-01-06 12:58:12 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4550.85 total_reward_ma:4224.15 loss:0.3065 fps:1794 +frame:9.95e+06 wall_t:5546 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.216 +2026-01-06 12:58:14 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4440.47 total_reward_ma:4226.17 loss:0.1843 fps:1795 +frame:9.96e+06 wall_t:5548 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.275 +2026-01-06 12:58:16 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4323.23 total_reward_ma:4229.19 loss:0.2038 fps:1796 +frame:9.97e+06 wall_t:5550 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.148 +2026-01-06 12:58:18 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4172.19 total_reward_ma:4232.02 loss:0.3515 fps:1798 +frame:9.98e+06 wall_t:5552 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.288 +2026-01-06 12:58:20 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:4017.91 total_reward_ma:4233.26 loss:0.2663 fps:1799 +frame:9.99e+06 wall_t:5554 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.222 +2026-01-06 12:58:22 | INFO | PID:1193 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_centipede_t0_s3 [train] +total_reward:3977.39 total_reward_ma:4233.72 loss:0.2306 fps:1800 +frame:1.00e+07 wall_t:5556 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.314 +2026-01-06 12:58:23 | INFO | PID:1193 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s0_ckpt-best_net_model.pt b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s0_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..0d0dafeef4b19a20d7fc0b32be7374fe89ff653e --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s0_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:435a5d6a5b884c17d70a4dfbd36e6b8422069f5e3e067137cd36a43609ed1215 +size 6781419 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s0_net_model.pt b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s0_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..d7cbd655844fbc83fad08359fcd20c29cf0e9a2f --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s0_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48813fb2db5ab7b49238e7832d241dee7ea183e144a047621658a07ea901666d +size 6781239 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s1_ckpt-best_net_model.pt b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s1_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..6c40b4b3057f4b7b655f2803fa92aa87050f36c2 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s1_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76303e5dfbf349be68243e88e063f205915f5777c075c0e7016e5feb6d7dc020 +size 6781419 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s1_net_model.pt b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s1_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..63503e26d814e512c7b2e9207585d59ee5475aa8 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s1_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95901c85257e71f223e806ebdbb6effe4d6829fc22601628011f606f040155ba +size 6781239 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s2_ckpt-best_net_model.pt b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s2_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..a4c5817d10df687ef5ea2fd88fa5af74b1fa0491 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s2_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f7e743e4a080cffde10e794f311cea730ad3ef3b888b627484e909d90fc9826 +size 6781419 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s2_net_model.pt b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s2_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..3b4082f7a46c0420bb330ca0f77292938cf8242f --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s2_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:596fec39a234ef3b2a1e592c019c8498db7734a2e67acbf607b8d05a83a9c790 +size 6781239 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s3_ckpt-best_net_model.pt b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s3_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..a13d1ccc0959594f1079b3d6cc8bb7326f33849c --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s3_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa9cea3ee8caab6d92e550c4f3018de1619053c994f4721a845848974c8dc897 +size 6781419 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s3_net_model.pt b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s3_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..50aefadaffaf7f332ebbeb7626f6b84745dd908e --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0_s3_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d632e18f1b96be73d00a90d4645490eda24a781cd9b8b2cf396d296ad0f942b9 +size 6781239 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_spec.json b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..c616a203f0fd70889316c3aed58c7be25762a20f --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_spec.json @@ -0,0 +1,135 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.95, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 128, + "minibatch_size": 256, + "training_epoch": 4, + "clip_vloss": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "ConvNet", + "shared": true, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": true, + "loss_spec": { + "name": "MSELoss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.00025, + "eps": 1e-05 + }, + "lr_scheduler_spec": { + "name": "LinearToZero", + "frame": 10000000.0 + }, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Centipede-v5", + "num_envs": 16, + "max_frame": 10000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 16, + "search_resources": { + "cpu": 2, + "gpu": 0.25 + }, + "search_scheduler": { + "grace_period": 500000, + "reduction_factor": 3 + }, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_06_112542", + "prepath": "data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_centipede_2026_01_06_112542", + "graph_prepath": "data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0", + "info_prepath": "data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0", + "log_prepath": "data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0", + "model_prepath": "data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0" + }, + "search": { + "agent.algorithm.lam__uniform": [ + 0.7, + 0.98 + ], + "agent.algorithm.entropy_coef_spec.start_val__loguniform": [ + 0.005, + 0.03 + ], + "agent.net.optim_spec.lr__loguniform": [ + 0.0001, + 0.0005 + ] + }, + "name": "ppo_atari_centipede" +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_spec.json b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..c616a203f0fd70889316c3aed58c7be25762a20f --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_spec.json @@ -0,0 +1,135 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.95, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 128, + "minibatch_size": 256, + "training_epoch": 4, + "clip_vloss": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "ConvNet", + "shared": true, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": true, + "loss_spec": { + "name": "MSELoss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.00025, + "eps": 1e-05 + }, + "lr_scheduler_spec": { + "name": "LinearToZero", + "frame": 10000000.0 + }, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/Centipede-v5", + "num_envs": 16, + "max_frame": 10000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 16, + "search_resources": { + "cpu": 2, + "gpu": 0.25 + }, + "search_scheduler": { + "grace_period": 500000, + "reduction_factor": 3 + }, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_06_112542", + "prepath": "data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_centipede_2026_01_06_112542", + "graph_prepath": "data/ppo_atari_centipede_2026_01_06_112542/graph/ppo_atari_centipede_t0", + "info_prepath": "data/ppo_atari_centipede_2026_01_06_112542/info/ppo_atari_centipede_t0", + "log_prepath": "data/ppo_atari_centipede_2026_01_06_112542/log/ppo_atari_centipede_t0", + "model_prepath": "data/ppo_atari_centipede_2026_01_06_112542/model/ppo_atari_centipede_t0" + }, + "search": { + "agent.algorithm.lam__uniform": [ + 0.7, + 0.98 + ], + "agent.algorithm.entropy_coef_spec.start_val__loguniform": [ + 0.005, + 0.03 + ], + "agent.net.optim_spec.lr__loguniform": [ + 0.0001, + 0.0005 + ] + }, + "name": "ppo_atari_centipede" +} \ No newline at end of file diff --git a/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..57f38f8ca7928529bc695d164df7bf3eb0aff734 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:238e7b5b9f389d971117c5ee9f302c5c7d88a94bc1a288f7c41c6ba6699ed362 +size 86861 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..3a6ee9fe9bbe762f45a8bdced50e4705f42046d7 --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f687439a969ca41b183168665c7c762a75106705d7ddb10531359f40bb079af +size 127382 diff --git a/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_trial_metrics_scalar.json b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..2efc70dec11719fae92e39bc3665735a3661e63f --- /dev/null +++ b/data/ppo_atari_centipede_2026_01_06_112542/ppo_atari_centipede_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 3917.0625, + "strength": 1130.7523193359375, + "max_strength": 2131.9365234375, + "final_strength": 1775.9599609375, + "sample_efficiency": 1.8938912660360074e-07, + "training_efficiency": 1.0879964975174516e-05, + "stability": 0.9646880030632019, + "consistency": 0.6064101457595825 +} \ No newline at end of file