diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..49f7616218b6bcd232cab385be7cb79dc4ef1def --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:066241aefc4652cce210268d346cd0d2fce86202389309bcb0b72925c5f4f4f0 +size 79990 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_loss_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..94f46e57c1ebdce53d5bd245b2125e7af53c0e0b --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b54c2766c2e15945620e517e64a4b7ee319401fca18e2ce33808c6546cfc4da0 +size 102047 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..d88f85ca90e5efbb58773a1d7e6a6f51f671ac33 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_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:aa3a8dfeeda837010b3222cf7e15e16f55ee6e5fdb59e767f800cb9a6c0470b7 +size 73252 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..b1166bc72d4d4322dc394fcb76c8507698934a15 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s0_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e61db40dd60e43342d49cfcbb07d2abefe12ea3fb70af0de0ac519839a715f0e +size 71904 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..6ca403176ac08f27a7fa112bf9c987ba91cc3b75 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2bc51ee84d38bbf774694b6c59a6301a1985a720b9d856aa9e4b3aa4b21863e5 +size 80508 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..9419428af60d28b1af95c3c44ab3215f836811ee --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23990d75745663439056ca0227f1868c3c54bdf8c77ca2378f12f9fe0afbec1f +size 98561 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..414f21899c1325c8824c13932c08dc71c7732480 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_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:afc11c0ca16e9c2dddfba4fe898806aace923f20465b84b9f45539aeddb3ac7c +size 71249 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..45a0b32de70f33f47109ebe11489a48de1c8abce --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04fd32803a14ab857804a89f4f65031a627f8e4ef7a2cccbd0dff335d97e1d11 +size 71326 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..6ca403176ac08f27a7fa112bf9c987ba91cc3b75 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2bc51ee84d38bbf774694b6c59a6301a1985a720b9d856aa9e4b3aa4b21863e5 +size 80508 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_loss_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..9419428af60d28b1af95c3c44ab3215f836811ee --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23990d75745663439056ca0227f1868c3c54bdf8c77ca2378f12f9fe0afbec1f +size 98561 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..414f21899c1325c8824c13932c08dc71c7732480 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_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:afc11c0ca16e9c2dddfba4fe898806aace923f20465b84b9f45539aeddb3ac7c +size 71249 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..45a0b32de70f33f47109ebe11489a48de1c8abce --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s1_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04fd32803a14ab857804a89f4f65031a627f8e4ef7a2cccbd0dff335d97e1d11 +size 71326 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..6d152ddcdb97a9f34f624383219570e62bca9eca --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2525023dfb50f8e76c7d8912cee380debccc414b9ad54a9ad50de00c4dd008a2 +size 79857 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..5813e3f0d462576baef2f23b390d6dd12206d946 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20f682fbfadf4e491612662658911d7d78552bd982be3a11d846310f6f43419f +size 95267 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..9e7c33be6647198a8185b214737284542e4d5cb8 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_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:f629eb549d13681ef6e6080419e21d63bf76b004edfc5b8b24cef97f867f9734 +size 71191 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..862bfcd31296c293870e3a349800c72f8c8409bd --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb6855bb76eac4da8e8ae7104d80ecf0adf83f5086b05e8c3b91ffbae88d7c6c +size 68864 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..6d152ddcdb97a9f34f624383219570e62bca9eca --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2525023dfb50f8e76c7d8912cee380debccc414b9ad54a9ad50de00c4dd008a2 +size 79857 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_loss_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..5813e3f0d462576baef2f23b390d6dd12206d946 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20f682fbfadf4e491612662658911d7d78552bd982be3a11d846310f6f43419f +size 95267 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..9e7c33be6647198a8185b214737284542e4d5cb8 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_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:f629eb549d13681ef6e6080419e21d63bf76b004edfc5b8b24cef97f867f9734 +size 71191 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..862bfcd31296c293870e3a349800c72f8c8409bd --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s2_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb6855bb76eac4da8e8ae7104d80ecf0adf83f5086b05e8c3b91ffbae88d7c6c +size 68864 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_entropy_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..db9dcc951c4cc31e06b57a62a4a209ca8548cdbd --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b8cd60478a7f28fba59843f6c2bf599abce5ee8b2c7937522351a421a6e167b +size 80665 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_loss_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..52386620030c41f74c02321d4fbf4e90f4857088 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0b3fdd08620a65de1fc7a2a45711edfa31da48419a7ec08d28e60f8da65286b +size 97434 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..93535f2dd988019d8441c81a48203715cb395799 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a4adb313ae53cc5fe0fd476d42020a97115d29d4dcda4394569bcf4e09027ba +size 71510 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_mean_returns_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..f87f57ce146d8be84c37713143115800b096a064 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_eval_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10398a2ee3f758cdd2d61f77764b9b7cdf5e20f2f54d4f0610401aafd9e97c4c +size 70047 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_entropy_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_entropy_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..db9dcc951c4cc31e06b57a62a4a209ca8548cdbd --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_entropy_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b8cd60478a7f28fba59843f6c2bf599abce5ee8b2c7937522351a421a6e167b +size 80665 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_loss_vs_frame.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_loss_vs_frame.png new file mode 100644 index 0000000000000000000000000000000000000000..52386620030c41f74c02321d4fbf4e90f4857088 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_loss_vs_frame.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0b3fdd08620a65de1fc7a2a45711edfa31da48419a7ec08d28e60f8da65286b +size 97434 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..93535f2dd988019d8441c81a48203715cb395799 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a4adb313ae53cc5fe0fd476d42020a97115d29d4dcda4394569bcf4e09027ba +size 71510 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_mean_returns_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..f87f57ce146d8be84c37713143115800b096a064 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_s3_session_graph_train_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10398a2ee3f758cdd2d61f77764b9b7cdf5e20f2f54d4f0610401aafd9e97c4c +size 70047 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..14ac1a66f6ec4c492b582284bae2c5ad9301b0e4 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16bdd04deb8e41994c09b403cbd97abbd0f379e149bfbac96d96555b4b49a27d +size 86109 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..e08119ebbe5dce98f2b94f2666d437652febb561 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71d8cb6399dd3d7495546e182a0a61b380791377636a3404f9d79eb53b2952e9 +size 86004 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s0_session_df_train.csv b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s0_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..108706d82bc9e8af0a77ee8577214d5de3bb54db --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s0_session_df_train.csv @@ -0,0 +1,578 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +53.333332,53.333332,-0.029559186,476.1905,10000.0,21.0,625.0,,128.0,0.0002497952,0.1,2.8634055 +115.0,84.166664,-0.034820974,740.7407,20000.0,27.0,1250.0,,288.0,0.0002495392,0.1,2.862157 +125.5,97.944435,-0.033880495,937.5,30000.0,32.0,1875.0,,448.0,0.0002492832,0.1,2.8376188 +145.0,109.70833,-0.033535294,1000.0,40000.0,40.0,2500.0,,608.0,0.0002490272,0.1,2.8151314 +154.46153,118.65897,-0.031089772,1086.9565,50000.0,46.0,3125.0,,768.0,0.0002487712,0.1,2.796806 +167.01299,126.71798,-0.03370854,1153.8462,60000.0,52.0,3750.0,,928.0,0.0002485152,0.1,2.806511 +175.22728,133.64787,-0.030411001,1228.0702,70000.0,57.0,4375.0,,1088.0,0.0002482592,0.1,2.779498 +187.36842,140.36295,-0.031578187,1269.8413,80000.0,63.0,5000.0,,1248.0,0.0002480032,0.1,2.7570305 +211.8,148.3004,-0.035997402,1323.5294,90000.0,68.0,5625.0,,1376.0,0.0002477984,0.1,2.706093 +229.4,156.41037,-0.03189305,1351.3513,100000.0,74.0,6250.0,,1536.0,0.0002475424,0.1,2.6945026 +240.6,164.06396,-0.03013667,1375.0,110000.0,80.0,6875.0,,1696.0,0.0002472864,0.1,2.6653733 +258.2,171.90863,-0.03045392,1395.3489,120000.0,86.0,7500.0,,1856.0,0.0002470304,0.1,2.6549678 +265.4,179.10027,-0.03077628,1428.5714,130000.0,91.0,8125.0,,2016.0,0.0002467744,0.1,2.5744228 +285.8,186.72168,-0.031195842,1443.299,140000.0,97.0,8750.0,,2176.0,0.0002465184,0.1,2.5977077 +297.6,194.11357,-0.0331141,1456.3107,150000.0,103.0,9375.0,,2336.0,0.0002462624,0.1,2.5194309 +304.2,200.99397,-0.03406793,1481.4814,160000.0,108.0,10000.0,,2496.0,0.0002460064,0.1,2.563509 +327.4,208.42961,-0.03631461,1491.228,170000.0,114.0,10625.0,,2656.0,0.0002457504,0.1,2.6026688 +344.0,215.9613,-0.030187545,1512.6051,180000.0,119.0,11250.0,,2784.0,0.0002455456,0.1,2.5709991 +353.2,223.18439,-0.027641023,1520.0,190000.0,125.0,11875.0,,2944.0,0.0002452896,0.1,2.5242634 +365.2,230.28519,-0.026842045,1538.4615,200000.0,130.0,12500.0,,3104.0,0.0002450336,0.1,2.3849206 +375.6,237.20494,-0.032940317,1544.1177,210000.0,136.0,13125.0,,3264.0,0.0002447776,0.1,2.4711137 +378.0,243.60472,-0.03449748,1549.2958,220000.0,142.0,13750.0,,3424.0,0.0002445216,0.1,2.4793813 +406.4,250.68277,-0.026738591,1554.0541,230000.0,148.0,14375.0,,3584.0,0.0002442656,0.1,2.5001936 +418.8,257.68765,-0.02930367,1558.4415,240000.0,154.0,15000.0,,3744.0,0.0002440096,0.1,2.4427476 +429.2,264.54816,-0.038436905,1572.327,250000.0,159.0,15625.0,,3904.0,0.0002437536,0.1,2.444425 +454.0,271.83475,-0.032337878,1575.7576,260000.0,165.0,16250.0,,4032.0,0.0002435488,0.1,2.416302 +465.8,279.01865,-0.021583475,1578.9474,270000.0,171.0,16875.0,,4192.0,0.0002432928,0.1,2.4693494 +476.2,286.06085,-0.034352925,1581.9209,280000.0,177.0,17500.0,,4352.0,0.0002430368,0.1,2.4963245 +485.0,292.9208,-0.03175528,1593.4066,290000.0,182.0,18125.0,,4512.0,0.0002427808,0.1,2.4298248 +489.2,299.46344,-0.034075182,1595.7446,300000.0,188.0,18750.0,,4672.0,0.0002425248,0.1,2.4132125 +496.2,305.80978,-0.031552657,1597.9381,310000.0,194.0,19375.0,,4832.0,0.0002422688,0.1,2.3662329 +492.0,311.62823,-0.034162994,1600.0,320000.0,200.0,20000.0,,4992.0,0.0002420128,0.1,2.3689322 +502.2,317.40314,-0.026950218,1601.9418,330000.0,206.0,20625.0,,5152.0,0.0002417568,0.1,2.3851163 +504.2,322.8972,-0.03250636,1603.7736,340000.0,212.0,21250.0,,5312.0,0.0002415008,0.1,2.4151921 +506.8,328.15152,-0.03553748,1612.9032,350000.0,217.0,21875.0,,5440.0,0.000241296,0.1,2.310247 +518.4,333.43622,-0.03242055,1607.1428,360000.0,224.0,22500.0,,5600.0,0.00024104,0.1,2.372919 +518.8,338.44604,-0.032622717,1608.6957,370000.0,230.0,23125.0,,5760.0,0.000240784,0.1,2.3870568 +526.4,343.3922,-0.034645844,1617.0212,380000.0,235.0,23750.0,,5920.0,0.000240528,0.1,2.386105 +527.6,348.11548,-0.036495827,1611.5702,390000.0,242.0,24375.0,,6080.0,0.000240272,0.1,2.3565035 +530.0,352.6626,-0.040431283,1612.9032,400000.0,248.0,25000.0,,6240.0,0.000240016,0.1,2.3867068 +537.0,357.15863,-0.036558934,1614.1732,410000.0,254.0,25625.0,,6400.0,0.00023976,0.1,2.3399756 +544.6,361.62152,-0.030472718,1615.3846,420000.0,260.0,26250.0,,6560.0,0.000239504,0.1,2.3378153 +541.4,365.80243,-0.034316164,1622.6415,430000.0,265.0,26875.0,,6688.0,0.0002392992,0.1,2.3602648 +553.4,370.066,-0.036038596,1623.6162,440000.0,271.0,27500.0,,6848.0,0.0002390432,0.1,2.3412008 +560.8,374.30457,-0.0340292,1624.5487,450000.0,277.0,28125.0,,7008.0,0.0002387872,0.1,2.342332 +560.2,378.34573,-0.029854378,1631.2057,460000.0,282.0,28750.0,,7168.0,0.0002385312,0.1,2.3155508 +565.6,382.32986,-0.033753477,1631.9445,470000.0,288.0,29375.0,,7328.0,0.0002382752,0.1,2.3090372 +577.0,386.3855,-0.03681753,1638.2252,480000.0,293.0,30000.0,,7488.0,0.0002380192,0.1,2.2778974 +582.4,390.3858,-0.03677522,1638.796,490000.0,299.0,30625.0,,7648.0,0.0002377632,0.1,2.3106022 +594.6,394.4701,-0.034533232,1644.7368,500000.0,304.0,31250.0,,7808.0,0.0002375072,0.1,2.2734785 +608.8,398.67264,-0.034484826,1645.1613,510000.0,310.0,31875.0,,7968.0,0.0002372512,0.1,2.2960134 +613.0,402.7943,-0.03606897,1650.7937,520000.0,315.0,32500.0,,8096.0,0.0002370464,0.1,2.334307 +617.8,406.85104,-0.03395042,1651.0903,530000.0,321.0,33125.0,,8256.0,0.0002367904,0.1,2.3092432 +626.2,410.91306,-0.035467934,1651.3761,540000.0,327.0,33750.0,,8416.0,0.0002365344,0.1,2.3596134 +629.0,414.87827,-0.03817842,1656.6265,550000.0,332.0,34375.0,,8576.0,0.0002362784,0.1,2.3197353 +630.2,418.7233,-0.03573524,1656.8047,560000.0,338.0,35000.0,,8736.0,0.0002360224,0.1,2.297598 +638.0,422.57025,-0.033436544,1656.9767,570000.0,344.0,35625.0,,8896.0,0.0002357664,0.1,2.3303683 +639.0,426.3018,-0.031657476,1657.1428,580000.0,350.0,36250.0,,9056.0,0.0002355104,0.1,2.3594449 +640.6,429.93396,-0.030708177,1657.3033,590000.0,356.0,36875.0,,9216.0,0.0002352544,0.1,2.3868947 +637.4,433.39172,-0.034603212,1657.4586,600000.0,362.0,37500.0,,9344.0,0.0002350496,0.1,2.3515654 +641.2,436.7984,-0.035069127,1657.6086,610000.0,368.0,38125.0,,9504.0,0.0002347936,0.1,2.3376708 +637.6,440.03714,-0.030989438,1657.754,620000.0,374.0,38750.0,,9664.0,0.0002345376,0.1,2.219441 +640.6,443.22067,-0.03157225,1657.8948,630000.0,380.0,39375.0,,9824.0,0.0002342816,0.1,2.2646985 +639.2,446.2829,-0.0236395,1658.0311,640000.0,386.0,40000.0,,9984.0,0.0002340256,0.1,2.2540956 +644.2,449.32776,-0.025611645,1658.1632,650000.0,392.0,40625.0,,10144.0,0.0002337696,0.1,2.2443886 +629.6,452.05914,-0.026901046,1658.2915,660000.0,398.0,41250.0,,10304.0,0.0002335136,0.1,2.242443 +632.0,454.74484,-0.021811213,1658.4159,670000.0,404.0,41875.0,,10464.0,0.0002332576,0.1,2.3263445 +615.8,457.1133,-0.024469763,1658.5366,680000.0,410.0,42500.0,,10624.0,0.0002330016,0.1,2.2075076 +612.2,459.36093,-0.026409388,1658.6538,690000.0,416.0,43125.0,,10752.0,0.0002327968,0.1,2.1687362 +609.4,461.50436,-0.027663626,1658.7678,700000.0,422.0,43750.0,,10912.0,0.0002325408,0.1,2.2196712 +605.4,463.53104,-0.023119476,1662.7634,710000.0,427.0,44375.0,,11072.0,0.0002322848,0.1,2.2976797 +605.6,465.50424,-0.029633967,1662.8175,720000.0,433.0,45000.0,,11232.0,0.0002320288,0.1,2.1525612 +609.8,467.4809,-0.02453686,1659.091,730000.0,440.0,45625.0,,11392.0,0.0002317728,0.1,2.1928763 +613.2,469.45007,-0.023976075,1659.1929,740000.0,446.0,46250.0,,11552.0,0.0002315168,0.1,2.2127576 +612.8,471.36142,-0.0302482,1659.292,750000.0,452.0,46875.0,,11712.0,0.0002312608,0.1,2.135665 +631.0,473.4619,-0.026557589,1659.3887,760000.0,458.0,47500.0,,11872.0,0.0002310048,0.1,2.1382074 +636.8,475.5832,-0.030033607,1659.4828,770000.0,464.0,48125.0,,12000.0,0.0002308,0.1,2.1574283 +650.2,477.82187,-0.023574809,1663.113,780000.0,469.0,48750.0,,12160.0,0.000230544,0.1,2.0653687 +663.2,480.16843,-0.028314328,1663.1578,790000.0,475.0,49375.0,,12320.0,0.000230288,0.1,2.1425633 +680.0,482.66632,-0.019857584,1663.2017,800000.0,481.0,50000.0,,12480.0,0.000230032,0.1,2.091955 +694.8,485.28525,-0.01709375,1659.836,810000.0,488.0,50625.0,,12640.0,0.000229776,0.1,2.0377865 +711.2,488.0403,-0.025193088,1659.9191,820000.0,494.0,51250.0,,12800.0,0.00022952,0.1,2.0099778 +716.0,490.7868,-0.023965677,1660.0,830000.0,500.0,51875.0,,12960.0,0.000229264,0.1,2.0291166 +727.0,493.59888,-0.031180596,1660.0791,840000.0,506.0,52500.0,,13120.0,0.000229008,0.1,2.0155492 +761.2,496.7471,-0.021955209,1660.1562,850000.0,512.0,53125.0,,13280.0,0.000228752,0.1,2.0764856 +782.2,500.0663,-0.027596448,1663.443,860000.0,517.0,53750.0,,13408.0,0.0002285472,0.1,2.0317721 +788.8,503.3851,-0.017532066,1663.48,870000.0,523.0,54375.0,,13568.0,0.0002282912,0.1,2.050418 +797.4,506.72617,-0.017341426,1663.5161,880000.0,529.0,55000.0,,13728.0,0.0002280352,0.1,1.9264112 +822.8,510.27756,-0.027427714,1663.5514,890000.0,535.0,55625.0,,13888.0,0.0002277792,0.1,2.0297418 +839.0,513.93005,-0.024310157,1663.5859,900000.0,541.0,56250.0,,14048.0,0.0002275232,0.1,2.0778637 +848.2,517.60333,-0.027878433,1663.6198,910000.0,547.0,56875.0,,14208.0,0.0002272672,0.1,2.0127697 +848.2,521.1968,-0.033250347,1663.6528,920000.0,553.0,57500.0,,14368.0,0.0002270112,0.1,2.0083323 +872.2,524.97095,-0.025115993,1660.7142,930000.0,560.0,58125.0,,14528.0,0.0002267552,0.1,1.9765819 +881.0,528.75854,-0.020615263,1663.7168,940000.0,565.0,58750.0,,14656.0,0.0002265504,0.1,1.942029 +885.0,532.5084,-0.03258188,1663.7478,950000.0,571.0,59375.0,,14816.0,0.0002262944,0.1,2.0034175 +889.2,536.22406,-0.019361679,1660.8997,960000.0,578.0,60000.0,,14976.0,0.0002260384,0.1,2.052202 +906.0,540.03613,-0.030636027,1660.9589,970000.0,584.0,60625.0,,15136.0,0.0002257824,0.1,2.027976 +905.8,543.76843,-0.016568523,1663.837,980000.0,589.0,61250.0,,15296.0,0.0002255264,0.1,1.9895661 +926.8,547.63745,-0.032827683,1663.8656,990000.0,595.0,61875.0,,15456.0,0.0002252704,0.1,1.9760858 +928.6,551.4471,-0.020627635,1663.8936,1000000.0,601.0,62500.0,,15616.0,0.0002250144,0.1,2.0102868 +935.6,560.2698,-0.02941588,1663.9209,1010000.0,607.0,63125.0,,15776.0,0.0002247584,0.1,2.0405922 +945.8,568.57776,-0.032298934,1663.9478,1020000.0,613.0,63750.0,,15936.0,0.0002245024,0.1,2.102137 +946.8,576.7908,-0.023023069,1663.9741,1030000.0,619.0,64375.0,,16064.0,0.0002242976,0.1,1.9982322 +952.6,584.8668,-0.0123681985,1664.0,1040000.0,625.0,65000.0,,16224.0,0.0002240416,0.1,2.0788927 +961.2,592.9341,-0.019924719,1664.0254,1050000.0,631.0,65625.0,,16384.0,0.0002237856,0.1,2.063336 +973.0,600.99396,-0.024105985,1664.0503,1060000.0,637.0,66250.0,,16544.0,0.0002235296,0.1,1.8716402 +977.4,609.0157,-0.013116111,1664.0747,1070000.0,643.0,66875.0,,16704.0,0.0002232736,0.1,1.9380693 +972.8,616.87,-0.026544556,1664.0986,1080000.0,649.0,67500.0,,16864.0,0.0002230176,0.1,2.0025845 +985.8,624.61,-0.019234112,1666.6666,1090000.0,654.0,68125.0,,17024.0,0.0002227616,0.1,1.998266 +997.4,632.29,-0.032394446,1666.6666,1100000.0,660.0,68750.0,,17184.0,0.0002225056,0.1,2.0539248 +1009.6,639.98,-0.0328743,1666.6666,1110000.0,666.0,69375.0,,17312.0,0.0002223008,0.1,1.9577503 +1001.8,647.416,-0.02008933,1666.6666,1120000.0,672.0,70000.0,,17472.0,0.0002220448,0.1,2.0132113 +1003.6,654.79803,-0.015625365,1666.6666,1130000.0,678.0,70625.0,,17632.0,0.0002217888,0.1,2.0245714 +1006.6,662.00604,-0.025787622,1666.6666,1140000.0,684.0,71250.0,,17792.0,0.0002215328,0.1,1.9023335 +1018.4,669.214,-0.03392353,1666.6666,1150000.0,690.0,71875.0,,17952.0,0.0002212768,0.1,2.0458093 +1028.6,676.45807,-0.028188154,1669.0647,1160000.0,695.0,72500.0,,18112.0,0.0002210208,0.1,2.0059142 +1028.4,683.468,-0.029694058,1669.0442,1170000.0,701.0,73125.0,,18272.0,0.0002207648,0.1,2.024421 +1034.0,690.368,-0.026393035,1669.024,1180000.0,707.0,73750.0,,18432.0,0.0002205088,0.1,2.0038612 +1037.8,697.214,-0.018817658,1669.0042,1190000.0,713.0,74375.0,,18592.0,0.0002202528,0.1,2.0321424 +1038.6,703.948,-0.029605443,1668.9847,1200000.0,719.0,75000.0,,18720.0,0.000220048,0.1,2.0888605 +1041.6,710.608,-0.027131535,1671.2708,1210000.0,724.0,75625.0,,18880.0,0.000219792,0.1,2.0142236 +1051.4,717.342,-0.034021888,1671.2329,1220000.0,730.0,76250.0,,19040.0,0.000219536,0.1,1.9854728 +1053.0,723.80804,-0.021362934,1673.4694,1230000.0,735.0,76875.0,,19200.0,0.00021928,0.1,1.9965906 +1058.6,730.206,-0.013394163,1673.4143,1240000.0,741.0,77500.0,,19360.0,0.000219024,0.1,2.1174371 +1060.4,736.51794,-0.025714634,1675.6033,1250000.0,746.0,78125.0,,19520.0,0.000218768,0.1,2.0885363 +1062.8,742.60596,-0.033357225,1675.5319,1260000.0,752.0,78750.0,,19680.0,0.000218512,0.1,2.0180352 +1082.4,748.772,-0.030989995,1677.675,1270000.0,757.0,79375.0,,19840.0,0.000218256,0.1,2.0149732 +1083.2,754.842,-0.03235691,1677.5885,1280000.0,763.0,80000.0,,20000.0,0.000218,0.1,1.9378022 +1080.8,760.7999,-0.031826656,1677.5033,1290000.0,769.0,80625.0,,20128.0,0.0002177952,0.1,1.9495223 +1078.4,766.69196,-0.020310896,1679.5865,1300000.0,774.0,81250.0,,20288.0,0.0002175392,0.1,1.9061873 +1089.8,772.628,-0.026265295,1679.4872,1310000.0,780.0,81875.0,,20448.0,0.0002172832,0.1,1.9806468 +1096.0,778.6679,-0.02482749,1679.3893,1320000.0,786.0,82500.0,,20608.0,0.0002170272,0.1,1.9178005 +1102.6,784.67194,-0.028280662,1679.293,1330000.0,792.0,83125.0,,20768.0,0.0002167712,0.1,1.9119267 +1101.2,790.642,-0.02946123,1681.3049,1340000.0,797.0,83750.0,,20928.0,0.0002165152,0.1,1.8438895 +1103.8,796.61206,-0.030951528,1681.1956,1350000.0,803.0,84375.0,,21088.0,0.0002162592,0.1,1.8918967 +1109.8,802.526,-0.03037937,1681.0878,1360000.0,809.0,85000.0,,21248.0,0.0002160032,0.1,1.9335315 +1117.6,808.514,-0.03341819,1683.0466,1370000.0,814.0,85625.0,,21376.0,0.0002157984,0.1,1.8652229 +1121.8,814.46796,-0.028629288,1682.9269,1380000.0,820.0,86250.0,,21536.0,0.0002155424,0.1,1.9831138 +1136.6,820.558,-0.031669397,1682.8087,1390000.0,826.0,86875.0,,21696.0,0.0002152864,0.1,1.921771 +1142.2,826.68005,-0.023678664,1682.6923,1400000.0,832.0,87500.0,,21856.0,0.0002150304,0.1,2.0151691 +1150.2,832.812,-0.031673416,1682.5775,1410000.0,838.0,88125.0,,22016.0,0.0002147744,0.1,1.8628833 +1153.0,838.8961,-0.026364895,1684.4602,1420000.0,843.0,88750.0,,22176.0,0.0002145184,0.1,1.9831812 +1162.2,845.10406,-0.02884983,1684.3345,1430000.0,849.0,89375.0,,22336.0,0.0002142624,0.1,2.0045764 +1155.8,851.12805,-0.029450065,1684.2106,1440000.0,855.0,90000.0,,22496.0,0.0002140064,0.1,1.9163196 +1156.4,857.084,-0.031846218,1684.0883,1450000.0,861.0,90625.0,,22656.0,0.0002137504,0.1,1.8743945 +1157.4,863.0559,-0.025048744,1685.9122,1460000.0,866.0,91250.0,,22784.0,0.0002135456,0.1,1.896067 +1159.2,868.99194,-0.031423114,1687.7152,1470000.0,871.0,91875.0,,22944.0,0.0002132896,0.1,1.8648931 +1161.6,874.8381,-0.010896772,1687.5713,1480000.0,877.0,92500.0,,23104.0,0.0002130336,0.1,1.8631327 +1163.0,880.64404,-0.033599414,1687.4292,1490000.0,883.0,93125.0,,23264.0,0.0002127776,0.1,1.8234246 +1160.2,886.30005,-0.024498153,1689.1892,1500000.0,888.0,93750.0,,23424.0,0.0002125216,0.1,1.8631959 +1159.6,891.80804,-0.021932686,1689.0381,1510000.0,894.0,94375.0,,23584.0,0.0002122656,0.1,1.8372657 +1155.6,897.2341,-0.030337162,1690.7676,1520000.0,899.0,95000.0,,23744.0,0.0002120096,0.1,1.8619432 +1154.8,902.60406,-0.02821222,1690.6078,1530000.0,905.0,95625.0,,23904.0,0.0002117536,0.1,1.8498938 +1159.0,907.932,-0.016540417,1692.3077,1540000.0,910.0,96250.0,,24032.0,0.0002115488,0.1,1.8750486 +1163.2,913.274,-0.025029538,1692.1398,1550000.0,916.0,96875.0,,24192.0,0.0002112928,0.1,1.9272461 +1160.6,918.57806,-0.031838406,1693.811,1560000.0,921.0,97500.0,,24352.0,0.0002110368,0.1,1.8467202 +1157.2,923.7701,-0.01861595,1693.6354,1570000.0,927.0,98125.0,,24512.0,0.0002107808,0.1,1.7923391 +1155.4,928.9341,-0.032964904,1695.2789,1580000.0,932.0,98750.0,,24672.0,0.0002105248,0.1,1.9110485 +1152.0,934.048,-0.03343401,1695.096,1590000.0,938.0,99375.0,,24832.0,0.0002102688,0.1,1.9122698 +1143.0,939.104,-0.015343345,1694.9153,1600000.0,944.0,100000.0,,24992.0,0.0002100128,0.1,1.8522494 +1140.2,944.094,-0.028769035,1696.5227,1610000.0,949.0,100625.0,,25152.0,0.0002097568,0.1,1.8301113 +1146.4,949.18195,-0.027916767,1696.3351,1620000.0,955.0,101250.0,,25312.0,0.0002095008,0.1,1.825819 +1153.0,954.306,-0.03019814,1697.9166,1630000.0,960.0,101875.0,,25440.0,0.000209296,0.1,1.8521631 +1159.8,959.51196,-0.023118338,1697.7225,1640000.0,966.0,102500.0,,25600.0,0.00020904,0.1,1.8548596 +1156.6,964.6359,-0.02257264,1697.5309,1650000.0,972.0,103125.0,,25760.0,0.000208784,0.1,1.8312445 +1161.4,969.9539,-0.018432155,1695.6078,1660000.0,979.0,103750.0,,25920.0,0.000208528,0.1,1.819874 +1163.2,975.2659,-0.03205479,1695.4315,1670000.0,985.0,104375.0,,26080.0,0.000208272,0.1,1.8514364 +1162.8,980.73596,-0.005702954,1695.2573,1680000.0,991.0,105000.0,,26240.0,0.000208016,0.1,1.844682 +1162.2,986.236,-0.023312634,1693.3867,1690000.0,998.0,105625.0,,26400.0,0.00020776,0.1,1.8496215 +1166.4,991.806,-0.024700575,1691.5422,1700000.0,1005.0,106250.0,,26560.0,0.000207504,0.1,1.8666513 +1164.0,997.39197,-0.03155548,1691.3947,1710000.0,1011.0,106875.0,,26688.0,0.0002072992,0.1,1.8625221 +1167.6,1003.012,-0.031871255,1691.2488,1720000.0,1017.0,107500.0,,26848.0,0.0002070432,0.1,1.8702881 +1174.2,1008.65607,-0.026806239,1689.4531,1730000.0,1024.0,108125.0,,27008.0,0.0002067872,0.1,1.8040233 +1177.8,1014.302,-0.028124344,1689.3204,1740000.0,1030.0,108750.0,,27168.0,0.0002065312,0.1,1.8800845 +1177.6,1019.95,-0.03253661,1689.1892,1750000.0,1036.0,109375.0,,27328.0,0.0002062752,0.1,1.80791 +1177.6,1025.4161,-0.022720534,1687.4401,1760000.0,1043.0,110000.0,,27488.0,0.0002060192,0.1,1.7628103 +1183.8,1030.886,-0.028233787,1687.3213,1770000.0,1049.0,110625.0,,27648.0,0.0002057632,0.1,1.7423583 +1179.8,1036.182,-0.03246635,1685.6061,1780000.0,1056.0,111250.0,,27808.0,0.0002055072,0.1,1.8189328 +1185.2,1041.402,-0.024043145,1685.499,1790000.0,1062.0,111875.0,,27968.0,0.0002052512,0.1,1.7852076 +1182.4,1046.426,-0.023241863,1685.3933,1800000.0,1068.0,112500.0,,28096.0,0.0002050464,0.1,1.8333626 +1189.2,1051.37,-0.03445759,1683.721,1810000.0,1075.0,113125.0,,28256.0,0.0002047904,0.1,1.8763642 +1195.4,1056.212,-0.0051835026,1683.6262,1820000.0,1081.0,113750.0,,28416.0,0.0002045344,0.1,1.7783535 +1187.0,1060.922,-0.020916287,1681.9854,1830000.0,1088.0,114375.0,,28576.0,0.0002042784,0.1,1.8242366 +1189.2,1065.544,-0.025752839,1681.9012,1840000.0,1094.0,115000.0,,28736.0,0.0002040224,0.1,1.7888844 +1195.8,1069.8899,-0.02866509,1681.8182,1850000.0,1100.0,115625.0,,28896.0,0.0002037664,0.1,1.8196163 +1200.2,1074.07,-0.017665263,1680.2168,1860000.0,1107.0,116250.0,,29056.0,0.0002035104,0.1,1.87405 +1201.8,1078.2,-0.01527572,1680.1438,1870000.0,1113.0,116875.0,,29216.0,0.0002032544,0.1,1.7806721 +1199.6,1082.2219,-0.027844977,1680.0715,1880000.0,1119.0,117500.0,,29344.0,0.0002030496,0.1,1.818763 +1205.2,1086.046,-0.030778822,1678.5079,1890000.0,1126.0,118125.0,,29504.0,0.0002027936,0.1,1.8448702 +1210.0,1089.756,-0.015290382,1678.4452,1900000.0,1132.0,118750.0,,29664.0,0.0002025376,0.1,1.7660007 +1200.2,1093.2761,-0.028706359,1676.9095,1910000.0,1139.0,119375.0,,29824.0,0.0002022816,0.1,1.67503 +1210.4,1096.8981,-0.03245295,1676.8558,1920000.0,1145.0,120000.0,,29984.0,0.0002020256,0.1,1.8004466 +1207.2,1100.248,-0.008602375,1675.3472,1930000.0,1152.0,120625.0,,30144.0,0.0002017696,0.1,1.6849017 +1206.4,1103.5021,-0.023023222,1673.8568,1940000.0,1159.0,121250.0,,30304.0,0.0002015136,0.1,1.8111877 +1209.4,1106.746,-0.022014905,1673.8197,1950000.0,1165.0,121875.0,,30464.0,0.0002012576,0.1,1.6976644 +1209.8,1109.952,-0.014149516,1672.355,1960000.0,1172.0,122500.0,,30624.0,0.0002010016,0.1,1.6606221 +1203.8,1112.93,-0.029501423,1672.3259,1970000.0,1178.0,123125.0,,30752.0,0.0002007968,0.1,1.7110684 +1206.8,1115.94,-0.0106572425,1672.2972,1980000.0,1184.0,123750.0,,30912.0,0.0002005408,0.1,1.7999089 +1210.2,1118.7739,-0.024558334,1670.8649,1990000.0,1191.0,124375.0,,31072.0,0.0002002848,0.1,1.8354104 +1200.4,1121.492,-0.033591244,1670.8438,2000000.0,1197.0,125000.0,,31232.0,0.0002000288,0.1,1.7540436 +1188.8,1124.0239,-0.010108012,1669.4352,2010000.0,1204.0,125625.0,,31392.0,0.0001997728,0.1,1.8047373 +1189.2,1126.458,-0.014506281,1669.4215,2020000.0,1210.0,126250.0,,31552.0,0.0001995168,0.1,1.756501 +1188.6,1128.876,-0.01592075,1668.0361,2030000.0,1217.0,126875.0,,31712.0,0.0001992608,0.1,1.7763567 +1188.0,1131.2301,-0.021739699,1668.0294,2040000.0,1223.0,127500.0,,31872.0,0.0001990048,0.1,1.8095244 +1189.2,1133.5101,-0.022035033,1668.0228,2050000.0,1229.0,128125.0,,32000.0,0.0001988,0.1,1.8012171 +1184.8,1135.628,-0.025401447,1666.6666,2060000.0,1236.0,128750.0,,32160.0,0.000198544,0.1,1.7518193 +1180.8,1137.662,-0.02715287,1666.6666,2070000.0,1242.0,129375.0,,32320.0,0.000198288,0.1,1.7853974 +1182.0,1139.754,-0.033630315,1665.3323,2080000.0,1249.0,130000.0,,32480.0,0.000198032,0.1,1.7908096 +1183.6,1141.7319,-0.023821376,1664.0127,2090000.0,1256.0,130625.0,,32640.0,0.000197776,0.1,1.7381597 +1182.4,1143.582,-0.021868797,1662.7079,2100000.0,1263.0,131250.0,,32800.0,0.00019752,0.1,1.7708666 +1192.0,1145.406,-0.032601446,1662.7266,2110000.0,1269.0,131875.0,,32960.0,0.000197264,0.1,1.7402339 +1196.2,1147.35,-0.024230361,1662.7451,2120000.0,1275.0,132500.0,,33120.0,0.000197008,0.1,1.8711178 +1202.0,1149.334,-0.029179577,1661.4664,2130000.0,1282.0,133125.0,,33280.0,0.000196752,0.1,1.8381711 +1205.2,1151.3201,-0.017906036,1661.4907,2140000.0,1288.0,133750.0,,33408.0,0.0001965472,0.1,1.7994131 +1202.2,1153.1581,-0.02680436,1661.5146,2150000.0,1294.0,134375.0,,33568.0,0.0001962912,0.1,1.8545995 +1200.2,1154.874,-0.017741581,1660.2614,2160000.0,1301.0,135000.0,,33728.0,0.0001960352,0.1,1.783227 +1203.0,1156.6201,-0.0032684798,1660.2908,2170000.0,1307.0,135625.0,,33888.0,0.0001957792,0.1,1.8039494 +1203.6,1158.316,-0.023204232,1659.0563,2180000.0,1314.0,136250.0,,34048.0,0.0001955232,0.1,1.7841568 +1201.6,1159.9541,-0.026786989,1657.835,2190000.0,1321.0,136875.0,,34208.0,0.0001952672,0.1,1.6987078 +1196.4,1161.5321,-0.0029954403,1657.8749,2200000.0,1327.0,137500.0,,34368.0,0.0001950112,0.1,1.7184415 +1214.4,1163.26,-0.027640997,1656.6716,2210000.0,1334.0,138125.0,,34528.0,0.0001947552,0.1,1.7291497 +1233.6,1165.082,-0.02905885,1656.7164,2220000.0,1340.0,138750.0,,34656.0,0.0001945504,0.1,1.6455114 +1233.6,1166.8881,-0.030672513,1655.5308,2230000.0,1347.0,139375.0,,34816.0,0.0001942944,0.1,1.7349993 +1252.4,1168.826,-0.017855432,1655.5802,2240000.0,1353.0,140000.0,,34976.0,0.0001940384,0.1,1.6725056 +1253.4,1170.756,-0.025235048,1655.6292,2250000.0,1359.0,140625.0,,35136.0,0.0001937824,0.1,1.806516 +1254.6,1172.6741,-0.030277478,1654.4656,2260000.0,1366.0,141250.0,,35296.0,0.0001935264,0.1,1.7733216 +1260.6,1174.456,-0.02960378,1654.5189,2270000.0,1372.0,141875.0,,35456.0,0.0001932704,0.1,1.7436422 +1276.4,1176.388,-0.032463033,1653.372,2280000.0,1379.0,142500.0,,35616.0,0.0001930144,0.1,1.7803267 +1285.0,1178.43,-0.020393105,1653.4296,2290000.0,1385.0,143125.0,,35776.0,0.0001927584,0.1,1.6994586 +1285.2,1180.498,-0.017973632,1652.2988,2300000.0,1392.0,143750.0,,35936.0,0.0001925024,0.1,1.7270055 +1298.4,1182.584,-0.027388774,1652.3605,2310000.0,1398.0,144375.0,,36064.0,0.0001922976,0.1,1.7028463 +1306.0,1184.684,-0.022528578,1651.2456,2320000.0,1405.0,145000.0,,36224.0,0.0001920416,0.1,1.5948229 +1316.6,1186.8241,-0.024389904,1651.3112,2330000.0,1411.0,145625.0,,36384.0,0.0001917856,0.1,1.673052 +1312.8,1188.94,-0.030650657,1651.3761,2340000.0,1417.0,146250.0,,36544.0,0.0001915296,0.1,1.7245264 +1332.6,1191.228,-0.03105487,1650.2809,2350000.0,1424.0,146875.0,,36704.0,0.0001912736,0.1,1.7807996 +1348.6,1193.616,-0.02785196,1650.3496,2360000.0,1430.0,147500.0,,36864.0,0.0001910176,0.1,1.7299407 +1355.2,1195.9921,-0.026082208,1649.2693,2370000.0,1437.0,148125.0,,37024.0,0.0001907616,0.1,1.6993728 +1370.6,1198.4801,-0.021581683,1648.1995,2380000.0,1444.0,148750.0,,37184.0,0.0001905056,0.1,1.6654375 +1377.8,1200.8921,-0.016711043,1648.2759,2390000.0,1450.0,149375.0,,37312.0,0.0001903008,0.1,1.7505252 +1386.6,1203.336,-0.010629926,1648.3517,2400000.0,1456.0,150000.0,,37472.0,0.0001900448,0.1,1.7993704 +1401.8,1205.8519,-0.029792026,1647.3,2410000.0,1463.0,150625.0,,37632.0,0.0001897888,0.1,1.7957957 +1417.6,1208.4979,-0.032462582,1646.2585,2420000.0,1470.0,151250.0,,37792.0,0.0001895328,0.1,1.7872763 +1411.6,1210.9921,-0.024583776,1646.3414,2430000.0,1476.0,151875.0,,37952.0,0.0001892768,0.1,1.703378 +1412.4,1213.5581,-0.018663561,1645.3136,2440000.0,1483.0,152500.0,,38112.0,0.0001890208,0.1,1.7059892 +1419.8,1216.1919,-0.014765673,1645.3995,2450000.0,1489.0,153125.0,,38272.0,0.0001887648,0.1,1.6811941 +1424.0,1218.8579,-0.029234981,1644.385,2460000.0,1496.0,153750.0,,38432.0,0.0001885088,0.1,1.6538527 +1423.0,1221.4958,-0.028772824,1643.3799,2470000.0,1503.0,154375.0,,38592.0,0.0001882528,0.1,1.7754078 +1431.0,1224.19,-0.012622463,1643.4725,2480000.0,1509.0,155000.0,,38720.0,0.000188048,0.1,1.7167172 +1437.6,1226.936,-0.026333287,1643.5643,2490000.0,1515.0,155625.0,,38880.0,0.000187792,0.1,1.7309513 +1431.4,1229.648,-0.0016480319,1642.5756,2500000.0,1522.0,156250.0,,39040.0,0.000187536,0.1,1.6471564 +1425.8,1232.3099,-0.029708257,1642.6702,2510000.0,1528.0,156875.0,,39200.0,0.00018728,0.1,1.6343797 +1436.8,1235.1218,-0.0060411794,1641.6938,2520000.0,1535.0,157500.0,,39360.0,0.000187024,0.1,1.6191738 +1432.0,1237.8938,-0.024231685,1640.7263,2530000.0,1542.0,158125.0,,39520.0,0.000186768,0.1,1.6099775 +1427.2,1240.5759,-0.02873817,1639.7676,2540000.0,1549.0,158750.0,,39680.0,0.000186512,0.1,1.660351 +1437.4,1243.3179,-0.02674957,1639.8713,2550000.0,1555.0,159375.0,,39840.0,0.000186256,0.1,1.7117721 +1438.2,1246.094,-0.029214771,1638.9244,2560000.0,1562.0,160000.0,,40000.0,0.000186,0.1,1.7477839 +1439.8,1248.9199,-0.012001116,1639.0306,2570000.0,1568.0,160625.0,,40128.0,0.0001857952,0.1,1.7251644 +1438.0,1251.746,-0.018327508,1639.136,2580000.0,1574.0,161250.0,,40288.0,0.0001855392,0.1,1.8048924 +1452.8,1254.7539,-0.021452352,1638.2036,2590000.0,1581.0,161875.0,,40448.0,0.0001852832,0.1,1.8029494 +1462.4,1257.9479,-0.035400894,1638.3113,2600000.0,1587.0,162500.0,,40608.0,0.0001850272,0.1,1.7385285 +1471.0,1261.2559,-0.029353773,1637.3903,2610000.0,1594.0,163125.0,,40768.0,0.0001847712,0.1,1.6893762 +1473.2,1264.5239,-0.029998068,1637.5,2620000.0,1600.0,163750.0,,40928.0,0.0001845152,0.1,1.7054236 +1475.8,1267.752,-0.030180575,1636.59,2630000.0,1607.0,164375.0,,41088.0,0.0001842592,0.1,1.6742907 +1481.8,1270.972,-0.00094558083,1635.6877,2640000.0,1614.0,165000.0,,41248.0,0.0001840032,0.1,1.7129126 +1485.8,1274.2639,-0.031071717,1635.8025,2650000.0,1620.0,165625.0,,41376.0,0.0001837984,0.1,1.6529574 +1484.0,1277.4899,-0.028262869,1635.9164,2660000.0,1626.0,166250.0,,41536.0,0.0001835424,0.1,1.6541061 +1490.6,1280.764,-0.02664478,1635.0276,2670000.0,1633.0,166875.0,,41696.0,0.0001832864,0.1,1.647841 +1497.6,1284.112,-0.028910894,1634.1464,2680000.0,1640.0,167500.0,,41856.0,0.0001830304,0.1,1.7081804 +1499.0,1287.48,-0.0324062,1634.2649,2690000.0,1646.0,168125.0,,42016.0,0.0001827744,0.1,1.6258049 +1504.2,1290.858,-0.029713226,1633.3938,2700000.0,1653.0,168750.0,,42176.0,0.0001825184,0.1,1.6781633 +1503.4,1294.2521,-0.026110657,1632.5302,2710000.0,1660.0,169375.0,,42336.0,0.0001822624,0.1,1.7307067 +1523.6,1297.812,-0.0069682016,1632.6531,2720000.0,1666.0,170000.0,,42496.0,0.0001820064,0.1,1.6362138 +1525.0,1301.32,-0.0272539,1631.7992,2730000.0,1673.0,170625.0,,42656.0,0.0001817504,0.1,1.5845894 +1532.4,1304.866,-0.030287107,1631.9237,2740000.0,1679.0,171250.0,,42784.0,0.0001815456,0.1,1.6478238 +1542.8,1308.518,-0.028693806,1631.0795,2750000.0,1686.0,171875.0,,42944.0,0.0001812896,0.1,1.5736716 +1547.6,1312.218,-0.030844431,1630.2422,2760000.0,1693.0,172500.0,,43104.0,0.0001810336,0.1,1.6448455 +1553.0,1315.9098,-0.031293496,1630.3708,2770000.0,1699.0,173125.0,,43264.0,0.0001807776,0.1,1.6442297 +1552.0,1319.6318,-0.032716338,1629.5428,2780000.0,1706.0,173750.0,,43424.0,0.0001805216,0.1,1.5269392 +1559.6,1323.376,-0.03264153,1629.6729,2790000.0,1712.0,174375.0,,43584.0,0.0001802656,0.1,1.6520772 +1558.4,1327.1361,-0.027697746,1628.854,2800000.0,1719.0,175000.0,,43744.0,0.0001800096,0.1,1.6880736 +1555.2,1330.7959,-0.030457363,1628.9855,2810000.0,1725.0,175625.0,,43904.0,0.0001797536,0.1,1.7348112 +1554.6,1334.388,-0.027991548,1628.1755,2820000.0,1732.0,176250.0,,44032.0,0.0001795488,0.1,1.669074 +1556.6,1338.0839,-0.022525158,1628.3083,2830000.0,1738.0,176875.0,,44192.0,0.0001792928,0.1,1.6232498 +1559.6,1341.788,-0.0052378597,1627.5072,2840000.0,1745.0,177500.0,,44352.0,0.0001790368,0.1,1.691719 +1557.4,1345.404,-0.027239963,1627.6414,2850000.0,1751.0,178125.0,,44512.0,0.0001787808,0.1,1.6978935 +1563.6,1349.038,-0.0295223,1626.8486,2860000.0,1758.0,178750.0,,44672.0,0.0001785248,0.1,1.6082174 +1565.0,1352.67,-0.027609766,1626.0624,2870000.0,1765.0,179375.0,,44832.0,0.0001782688,0.1,1.5817993 +1571.6,1356.3899,-0.022026116,1626.1998,2880000.0,1771.0,180000.0,,44992.0,0.0001780128,0.1,1.5096031 +1574.2,1360.0798,-0.023817109,1625.4219,2890000.0,1778.0,180625.0,,45152.0,0.0001777568,0.1,1.5797837 +1573.8,1363.718,-0.012180773,1624.6499,2900000.0,1785.0,181250.0,,45312.0,0.0001775008,0.1,1.5424881 +1579.6,1367.5118,-0.028265318,1625.6984,2910000.0,1790.0,181875.0,,45440.0,0.000177296,0.1,1.5650843 +1580.8,1371.2158,-0.0296276,1624.9304,2920000.0,1797.0,182500.0,,45600.0,0.00017704,0.1,1.6110969 +1587.0,1375.0139,-0.028344283,1625.0693,2930000.0,1803.0,183125.0,,45760.0,0.000176784,0.1,1.5809306 +1587.0,1378.8198,-0.027340883,1624.3094,2940000.0,1810.0,183750.0,,45920.0,0.000176528,0.1,1.6408494 +1590.8,1382.634,-0.032440387,1623.5553,2950000.0,1817.0,184375.0,,46080.0,0.000176272,0.1,1.6463858 +1590.8,1386.4438,-0.015217847,1623.6971,2960000.0,1823.0,185000.0,,46240.0,0.000176016,0.1,1.624208 +1589.6,1390.3019,-0.03104897,1623.8381,2970000.0,1829.0,185625.0,,46400.0,0.00017576,0.1,1.6644819 +1592.0,1394.1538,-0.009028367,1623.0936,2980000.0,1836.0,186250.0,,46560.0,0.000175504,0.1,1.6914246 +1591.0,1397.9619,-0.03443788,1623.2356,2990000.0,1842.0,186875.0,,46688.0,0.0001752992,0.1,1.7186004 +1594.4,1401.902,-0.012629744,1623.3766,3000000.0,1848.0,187500.0,,46848.0,0.0001750432,0.1,1.7066585 +1598.2,1405.9961,-0.014307007,1623.5167,3010000.0,1854.0,188125.0,,47008.0,0.0001747872,0.1,1.6609204 +1604.8,1410.1522,-0.030288596,1622.7834,3020000.0,1861.0,188750.0,,47168.0,0.0001745312,0.1,1.5197895 +1597.8,1414.2439,-0.027037948,1622.0557,3030000.0,1868.0,189375.0,,47328.0,0.0001742752,0.1,1.57792 +1604.4,1418.408,-0.030342376,1622.1985,3040000.0,1874.0,190000.0,,47488.0,0.0001740192,0.1,1.7166467 +1606.8,1422.5839,-0.016547699,1622.3405,3050000.0,1880.0,190625.0,,47648.0,0.0001737632,0.1,1.6675491 +1595.6,1426.6919,-0.007438467,1621.6216,3060000.0,1887.0,191250.0,,47808.0,0.0001735072,0.1,1.5601335 +1596.4,1430.848,-0.030477896,1620.9081,3070000.0,1894.0,191875.0,,47968.0,0.0001732512,0.1,1.6436906 +1595.2,1434.98,-0.033017397,1621.0526,3080000.0,1900.0,192500.0,,48096.0,0.0001730464,0.1,1.6172508 +1601.2,1439.1561,-0.02703959,1621.1962,3090000.0,1906.0,193125.0,,48256.0,0.0001727904,0.1,1.7173804 +1609.6,1443.4281,-0.02998397,1620.4913,3100000.0,1913.0,193750.0,,48416.0,0.0001725344,0.1,1.7060219 +1612.4,1447.6321,-0.032882217,1620.6357,3110000.0,1919.0,194375.0,,48576.0,0.0001722784,0.1,1.6013057 +1615.2,1451.8221,-0.0062630093,1619.9377,3120000.0,1926.0,195000.0,,48736.0,0.0001720224,0.1,1.679324 +1616.2,1455.9641,-0.028055938,1619.2448,3130000.0,1933.0,195625.0,,48896.0,0.0001717664,0.1,1.6645174 +1614.6,1460.0581,-0.029855108,1619.3915,3140000.0,1939.0,196250.0,,49056.0,0.0001715104,0.1,1.6510696 +1615.4,1464.19,-0.027997853,1619.5372,3150000.0,1945.0,196875.0,,49216.0,0.0001712544,0.1,1.7173085 +1616.0,1468.348,-0.009614394,1619.6823,3160000.0,1951.0,197500.0,,49344.0,0.0001710496,0.1,1.5562072 +1618.2,1472.5,-0.028671056,1618.999,3170000.0,1958.0,198125.0,,49504.0,0.0001707936,0.1,1.6658268 +1618.2,1476.6461,-0.025477517,1618.3206,3180000.0,1965.0,198750.0,,49664.0,0.0001705376,0.1,1.6257992 +1614.8,1480.778,-0.026757883,1618.4678,3190000.0,1971.0,199375.0,,49824.0,0.0001702816,0.1,1.62424 +1610.8,1484.922,-0.027193949,1618.614,3200000.0,1977.0,200000.0,,49984.0,0.0001700256,0.1,1.5694425 +1604.0,1488.818,-0.02858048,1617.9436,3210000.0,1984.0,200625.0,,50144.0,0.0001697696,0.1,1.5357666 +1593.2,1492.414,-0.023626545,1618.0905,3220000.0,1990.0,201250.0,,50304.0,0.0001695136,0.1,1.4333826 +1591.2,1495.9901,-0.03087305,1617.4261,3230000.0,1997.0,201875.0,,50464.0,0.0001692576,0.1,1.5922977 +1592.0,1499.3861,-0.028802384,1617.5736,3240000.0,2003.0,202500.0,,50624.0,0.0001690016,0.1,1.6419201 +1596.2,1502.8141,-0.026481412,1617.7202,3250000.0,2009.0,203125.0,,50752.0,0.0001687968,0.1,1.5575755 +1597.0,1506.2382,-0.02542936,1617.0635,3260000.0,2016.0,203750.0,,50912.0,0.0001685408,0.1,1.4303157 +1593.2,1509.5641,-0.030359486,1617.2107,3270000.0,2022.0,204375.0,,51072.0,0.0001682848,0.1,1.5295489 +1598.4,1512.784,-0.0040660575,1616.5599,3280000.0,2029.0,205000.0,,51232.0,0.0001680288,0.1,1.5506583 +1597.0,1515.904,-0.030669572,1616.7076,3290000.0,2035.0,205625.0,,51392.0,0.0001677728,0.1,1.5478218 +1603.2,1519.0841,-0.030402794,1616.0627,3300000.0,2042.0,206250.0,,51552.0,0.0001675168,0.1,1.5104412 +1601.0,1522.1101,-0.026707882,1616.2109,3310000.0,2048.0,206875.0,,51712.0,0.0001672608,0.1,1.652354 +1596.2,1525.0118,-0.029789902,1616.3583,3320000.0,2054.0,207500.0,,51872.0,0.0001670048,0.1,1.6360638 +1593.8,1527.784,-0.0254253,1616.5049,3330000.0,2060.0,208125.0,,52000.0,0.0001668,0.1,1.4132442 +1589.8,1530.554,-0.026909634,1616.6505,3340000.0,2066.0,208750.0,,52160.0,0.000166544,0.1,1.4306204 +1587.8,1533.106,-0.027495723,1616.7954,3350000.0,2072.0,209375.0,,52320.0,0.000166288,0.1,1.5083126 +1584.2,1535.4619,-0.024230314,1616.9393,3360000.0,2078.0,210000.0,,52480.0,0.000166032,0.1,1.4761512 +1580.8,1537.718,-0.030393958,1617.0825,3370000.0,2084.0,210625.0,,52640.0,0.000165776,0.1,1.7234569 +1581.6,1539.828,-0.027151233,1617.2249,3380000.0,2090.0,211250.0,,52800.0,0.00016552,0.1,1.5480545 +1574.6,1541.7959,-0.028459074,1617.3665,3390000.0,2096.0,211875.0,,52960.0,0.000165264,0.1,1.478925 +1583.6,1543.7657,-0.0267048,1618.277,3400000.0,2101.0,212500.0,,53120.0,0.000165008,0.1,1.4417245 +1589.6,1545.6438,-0.027421389,1618.4148,3410000.0,2107.0,213125.0,,53280.0,0.000164752,0.1,1.509398 +1589.6,1547.3638,-0.029091226,1618.5519,3420000.0,2113.0,213750.0,,53408.0,0.0001645472,0.1,1.4712415 +1595.2,1549.1998,-0.030592443,1617.9246,3430000.0,2120.0,214375.0,,53568.0,0.0001642912,0.1,1.5210667 +1609.2,1551.1678,-0.013323316,1618.0621,3440000.0,2126.0,215000.0,,53728.0,0.0001640352,0.1,1.5987236 +1612.4,1553.0941,-0.031585667,1618.1989,3450000.0,2132.0,215625.0,,53888.0,0.0001637792,0.1,1.5417678 +1611.8,1554.972,-0.014875235,1618.3348,3460000.0,2138.0,216250.0,,54048.0,0.0001635232,0.1,1.4740374 +1613.6,1556.8779,-0.026305305,1618.4701,3470000.0,2144.0,216875.0,,54208.0,0.0001632672,0.1,1.46161 +1613.8,1558.7059,-0.028460646,1618.6046,3480000.0,2150.0,217500.0,,54368.0,0.0001630112,0.1,1.4499897 +1612.6,1560.4558,-0.025581675,1618.7384,3490000.0,2156.0,218125.0,,54528.0,0.0001627552,0.1,1.4712265 +1621.0,1562.3517,-0.03088877,1618.8715,3500000.0,2162.0,218750.0,,54656.0,0.0001625504,0.1,1.5187759 +1623.0,1564.3239,-0.028160848,1619.7509,3510000.0,2167.0,219375.0,,54816.0,0.0001622944,0.1,1.4298313 +1623.8,1566.1938,-0.028162431,1619.8804,3520000.0,2173.0,220000.0,,54976.0,0.0001620384,0.1,1.4907229 +1626.6,1568.1399,-0.026910096,1620.0092,3530000.0,2179.0,220625.0,,55136.0,0.0001617824,0.1,1.5462952 +1626.2,1570.13,-0.029895796,1620.1373,3540000.0,2185.0,221250.0,,55296.0,0.0001615264,0.1,1.4786228 +1619.2,1571.948,-0.014457636,1620.2648,3550000.0,2191.0,221875.0,,55456.0,0.0001612704,0.1,1.4916831 +1621.4,1573.7802,-0.013176084,1620.3915,3560000.0,2197.0,222500.0,,55616.0,0.0001610144,0.1,1.4830569 +1623.8,1575.6201,-0.029012373,1620.5175,3570000.0,2203.0,223125.0,,55776.0,0.0001607584,0.1,1.5240396 +1629.4,1577.534,-0.027078098,1620.6428,3580000.0,2209.0,223750.0,,55936.0,0.0001605024,0.1,1.4639535 +1629.4,1579.3002,-0.028505148,1621.4995,3590000.0,2214.0,224375.0,,56064.0,0.0001602976,0.1,1.481138 +1630.2,1580.9781,-0.024829151,1621.6216,3600000.0,2220.0,225000.0,,56224.0,0.0001600416,0.1,1.4869133 +1635.2,1582.6204,-0.029159833,1622.4719,3610000.0,2225.0,225625.0,,56384.0,0.0001597856,0.1,1.5297921 +1634.8,1584.2361,-0.025407596,1622.5908,3620000.0,2231.0,226250.0,,56544.0,0.0001595296,0.1,1.4015383 +1634.2,1585.82,-0.030156141,1623.4347,3630000.0,2236.0,226875.0,,56704.0,0.0001592736,0.1,1.5144249 +1637.6,1587.3779,-0.027936269,1623.5504,3640000.0,2242.0,227500.0,,56864.0,0.0001590176,0.1,1.5149734 +1642.0,1588.94,-0.029959308,1624.3881,3650000.0,2247.0,228125.0,,57024.0,0.0001587616,0.1,1.4247074 +1640.2,1590.5018,-0.025680315,1624.5006,3660000.0,2253.0,228750.0,,57184.0,0.0001585056,0.1,1.4273765 +1640.4,1592.0,-0.014975911,1625.3322,3670000.0,2258.0,229375.0,,57312.0,0.0001583008,0.1,1.4953027 +1642.2,1593.446,-0.0011497202,1625.4417,3680000.0,2264.0,230000.0,,57472.0,0.0001580448,0.1,1.4265983 +1646.4,1594.9202,-0.028126344,1625.5507,3690000.0,2270.0,230625.0,,57632.0,0.0001577888,0.1,1.4168571 +1647.2,1596.3501,-0.026370442,1625.659,3700000.0,2276.0,231250.0,,57792.0,0.0001575328,0.1,1.3795832 +1646.6,1597.782,-0.0104019195,1626.4796,3710000.0,2281.0,231875.0,,57952.0,0.0001572768,0.1,1.3556557 +1647.0,1599.016,-0.025985174,1626.5851,3720000.0,2287.0,232500.0,,58112.0,0.0001570208,0.1,1.4007907 +1646.4,1600.23,-0.016720677,1627.3997,3730000.0,2292.0,233125.0,,58272.0,0.0001567648,0.1,1.5234649 +1646.6,1601.3718,-0.02956423,1627.5022,3740000.0,2298.0,233750.0,,58432.0,0.0001565088,0.1,1.4872302 +1645.2,1602.3961,-0.028401148,1627.6041,3750000.0,2304.0,234375.0,,58592.0,0.0001562528,0.1,1.4398495 +1642.8,1603.348,-0.0024520874,1628.4105,3760000.0,2309.0,235000.0,,58720.0,0.000156048,0.1,1.3642585 +1648.2,1604.3,-0.028286936,1629.2135,3770000.0,2314.0,235625.0,,58880.0,0.000155792,0.1,1.4045461 +1655.0,1605.3302,-0.025825825,1629.3103,3780000.0,2320.0,236250.0,,59040.0,0.000155536,0.1,1.327905 +1657.4,1606.3081,-0.03044002,1629.4067,3790000.0,2326.0,236875.0,,59200.0,0.00015528,0.1,1.3037902 +1661.2,1607.336,-0.029791618,1629.5026,3800000.0,2332.0,237500.0,,59360.0,0.000155024,0.1,1.4322298 +1662.2,1608.4061,-0.023197753,1630.2953,3810000.0,2337.0,238125.0,,59520.0,0.000154768,0.1,1.4121068 +1665.8,1609.5181,-0.023182621,1630.3884,3820000.0,2343.0,238750.0,,59680.0,0.000154512,0.1,1.4765261 +1675.0,1610.702,-0.01348251,1631.1754,3830000.0,2348.0,239375.0,,59840.0,0.000154256,0.1,1.4809719 +1674.0,1611.846,-0.02655027,1631.266,3840000.0,2354.0,240000.0,,60000.0,0.000154,0.1,1.3952123 +1675.8,1613.0298,-0.029180532,1632.0475,3850000.0,2359.0,240625.0,,60128.0,0.0001537952,0.1,1.5086832 +1671.0,1614.1039,-0.0032780096,1632.1353,3860000.0,2365.0,241250.0,,60288.0,0.0001535392,0.1,1.4996514 +1668.8,1615.1418,-0.029967915,1632.9114,3870000.0,2370.0,241875.0,,60448.0,0.0001532832,0.1,1.5817518 +1661.8,1616.044,-0.0057092793,1632.9966,3880000.0,2376.0,242500.0,,60608.0,0.0001530272,0.1,1.4982531 +1665.4,1616.9559,-0.025941309,1633.0814,3890000.0,2382.0,243125.0,,60768.0,0.0001527712,0.1,1.520946 +1662.6,1617.8439,-0.021803567,1633.1658,3900000.0,2388.0,243750.0,,60928.0,0.0001525152,0.1,1.4827343 +1662.6,1618.674,-0.028904025,1633.9323,3910000.0,2393.0,244375.0,,61088.0,0.0001522592,0.1,1.5138633 +1663.2,1619.4979,-0.027926777,1634.0142,3920000.0,2399.0,245000.0,,61248.0,0.0001520032,0.1,1.5025604 +1670.2,1620.33,-0.012745573,1634.7754,3930000.0,2404.0,245625.0,,61376.0,0.0001517984,0.1,1.5270665 +1673.0,1621.19,-0.026566159,1634.8547,3940000.0,2410.0,246250.0,,61536.0,0.0001515424,0.1,1.3702359 +1673.4,1622.0161,-0.02741852,1634.9337,3950000.0,2416.0,246875.0,,61696.0,0.0001512864,0.1,1.3764728 +1675.8,1622.866,-0.027039535,1635.6877,3960000.0,2421.0,247500.0,,61856.0,0.0001510304,0.1,1.3935007 +1679.0,1623.76,-0.024694957,1635.7643,3970000.0,2427.0,248125.0,,62016.0,0.0001507744,0.1,1.4241614 +1680.2,1624.6421,-0.027176227,1635.8406,3980000.0,2433.0,248750.0,,62176.0,0.0001505184,0.1,1.5085775 +1680.6,1625.5378,-0.025803993,1635.9164,3990000.0,2439.0,249375.0,,62336.0,0.0001502624,0.1,1.4804502 +1684.4,1626.438,-0.02867406,1635.9918,4000000.0,2445.0,250000.0,,62496.0,0.0001500064,0.1,1.4935334 +1685.2,1627.3081,-0.028046953,1636.0669,4010000.0,2451.0,250625.0,,62656.0,0.0001497504,0.1,1.5513488 +1685.8,1628.1179,-0.029704653,1636.8079,4020000.0,2456.0,251250.0,,62784.0,0.0001495456,0.1,1.5454869 +1685.8,1628.9979,-0.026555508,1636.8806,4030000.0,2462.0,251875.0,,62944.0,0.0001492896,0.1,1.5532721 +1681.4,1629.768,-0.031066187,1636.953,4040000.0,2468.0,252500.0,,63104.0,0.0001490336,0.1,1.4483569 +1680.0,1630.5,-0.028137194,1637.025,4050000.0,2474.0,253125.0,,63264.0,0.0001487776,0.1,1.4753112 +1678.4,1631.3281,-0.029543646,1637.7572,4060000.0,2479.0,253750.0,,63424.0,0.0001485216,0.1,1.5387636 +1679.6,1632.16,-0.032021474,1637.8269,4070000.0,2485.0,254375.0,,63584.0,0.0001482656,0.1,1.4789674 +1684.4,1633.0522,-0.029137954,1637.8965,4080000.0,2491.0,255000.0,,63744.0,0.0001480096,0.1,1.550319 +1690.6,1633.9459,-0.02829621,1638.6218,4090000.0,2496.0,255625.0,,63904.0,0.0001477536,0.1,1.6072477 +1693.4,1634.784,-0.030013276,1638.6891,4100000.0,2502.0,256250.0,,64032.0,0.0001475488,0.1,1.4720801 +1694.2,1635.602,-0.030166805,1638.756,4110000.0,2508.0,256875.0,,64192.0,0.0001472928,0.1,1.5990021 +1697.0,1636.4202,-0.02625119,1639.4747,4120000.0,2513.0,257500.0,,64352.0,0.0001470368,0.1,1.5043517 +1695.2,1637.2102,-0.028206956,1639.5396,4130000.0,2519.0,258125.0,,64512.0,0.0001467808,0.1,1.4728687 +1695.6,1638.02,-0.033025675,1639.604,4140000.0,2525.0,258750.0,,64672.0,0.0001465248,0.1,1.6489418 +1682.2,1638.6881,-0.010654876,1639.6681,4150000.0,2531.0,259375.0,,64832.0,0.0001462688,0.1,1.6181277 +1682.8,1639.3561,-0.032091625,1639.7319,4160000.0,2537.0,260000.0,,64992.0,0.0001460128,0.1,1.541593 +1682.4,1639.9982,-0.028945347,1640.4406,4170000.0,2542.0,260625.0,,65152.0,0.0001457568,0.1,1.4803133 +1682.8,1640.6439,0.011042266,1640.5023,4180000.0,2548.0,261250.0,,65312.0,0.0001455008,0.1,1.5251598 +1678.6,1641.2819,-0.0315232,1641.2064,4190000.0,2553.0,261875.0,,65440.0,0.000145296,0.1,1.6106312 +1682.4,1641.9979,-0.027529186,1641.2661,4200000.0,2559.0,262500.0,,65600.0,0.00014504,0.1,1.5147551 +1682.2,1642.78,-0.029184924,1641.9657,4210000.0,2564.0,263125.0,,65760.0,0.000144784,0.1,1.4745507 +1679.8,1643.646,-0.032112792,1642.0233,4220000.0,2570.0,263750.0,,65920.0,0.000144528,0.1,1.617065 +1676.0,1644.494,-0.0070479917,1642.0807,4230000.0,2576.0,264375.0,,66080.0,0.000144272,0.1,1.4038615 +1676.2,1645.336,-0.026168333,1642.7742,4240000.0,2581.0,265000.0,,66240.0,0.000144016,0.1,1.4091682 +1674.8,1646.1221,-0.015295282,1642.8296,4250000.0,2587.0,265625.0,,66400.0,0.00014376,0.1,1.4782946 +1678.0,1646.932,-0.028700992,1642.8846,4260000.0,2593.0,266250.0,,66560.0,0.000143504,0.1,1.3964303 +1680.2,1647.802,-0.0280448,1643.572,4270000.0,2598.0,266875.0,,66688.0,0.0001432992,0.1,1.4995047 +1680.2,1648.62,-0.026488034,1643.6252,4280000.0,2604.0,267500.0,,66848.0,0.0001430432,0.1,1.4229032 +1679.6,1649.4459,-0.02858863,1643.6781,4290000.0,2610.0,268125.0,,67008.0,0.0001427872,0.1,1.4606942 +1680.0,1650.2141,-0.028339475,1644.3595,4300000.0,2615.0,268750.0,,67168.0,0.0001425312,0.1,1.4136162 +1673.0,1650.934,-0.009624604,1644.4105,4310000.0,2621.0,269375.0,,67328.0,0.0001422752,0.1,1.6168364 +1676.4,1651.736,-0.031093642,1644.4613,4320000.0,2627.0,270000.0,,67488.0,0.0001420192,0.1,1.5789546 +1672.0,1652.518,-0.030419484,1645.1367,4330000.0,2632.0,270625.0,,67648.0,0.0001417632,0.1,1.5791711 +1668.8,1653.308,-0.031175971,1645.1858,4340000.0,2638.0,271250.0,,67808.0,0.0001415072,0.1,1.6044751 +1670.0,1654.1299,-0.012301447,1645.2345,4350000.0,2644.0,271875.0,,67968.0,0.0001412512,0.1,1.6133521 +1668.0,1654.968,-0.026477844,1645.9042,4360000.0,2649.0,272500.0,,68096.0,0.0001410464,0.1,1.5202672 +1676.0,1655.9198,-0.029703978,1645.951,4370000.0,2655.0,273125.0,,68256.0,0.0001407904,0.1,1.4979644 +1674.8,1656.852,-0.007935789,1646.6166,4380000.0,2660.0,273750.0,,68416.0,0.0001405344,0.1,1.4934244 +1673.8,1657.8439,-0.028027002,1646.6616,4390000.0,2666.0,274375.0,,68576.0,0.0001402784,0.1,1.4314471 +1666.2,1658.67,-0.028036961,1646.7065,4400000.0,2672.0,275000.0,,68736.0,0.0001400224,0.1,1.4825001 +1668.8,1659.4619,-0.030589819,1646.7513,4410000.0,2678.0,275625.0,,68896.0,0.0001397664,0.1,1.4804447 +1669.4,1660.2601,-0.027994776,1647.4097,4420000.0,2683.0,276250.0,,69056.0,0.0001395104,0.1,1.5021403 +1673.0,1661.0381,-0.028332962,1647.4526,4430000.0,2689.0,276875.0,,69216.0,0.0001392544,0.1,1.4786456 +1674.4,1661.6902,-0.030566016,1648.1069,4440000.0,2694.0,277500.0,,69344.0,0.0001390496,0.1,1.4860468 +1675.4,1662.3202,-0.029570477,1648.1482,4450000.0,2700.0,278125.0,,69504.0,0.0001387936,0.1,1.4681717 +1679.2,1662.9943,-0.0302201,1648.1892,4460000.0,2706.0,278750.0,,69664.0,0.0001385376,0.1,1.4665488 +1681.4,1663.6724,-0.028338129,1648.838,4470000.0,2711.0,279375.0,,69824.0,0.0001382816,0.1,1.4927473 +1678.0,1664.3142,-0.006333166,1648.8774,4480000.0,2717.0,280000.0,,69984.0,0.0001380256,0.1,1.569524 +1678.2,1664.9702,-0.028775448,1648.9166,4490000.0,2723.0,280625.0,,70144.0,0.0001377696,0.1,1.5622983 +1673.2,1665.4922,-0.030290429,1648.9557,4500000.0,2729.0,281250.0,,70304.0,0.0001375136,0.1,1.6184368 +1676.2,1666.0242,-0.028649824,1649.5977,4510000.0,2734.0,281875.0,,70464.0,0.0001372576,0.1,1.5541574 +1670.6,1666.4921,-0.010265489,1649.635,4520000.0,2740.0,282500.0,,70624.0,0.0001370016,0.1,1.4553709 +1670.6,1666.932,-0.026124038,1650.2732,4530000.0,2745.0,283125.0,,70752.0,0.0001367968,0.1,1.5015837 +1672.8,1667.398,-0.029615095,1650.309,4540000.0,2751.0,283750.0,,70912.0,0.0001365408,0.1,1.4457047 +1673.4,1667.9398,-0.02703098,1650.9434,4550000.0,2756.0,284375.0,,71072.0,0.0001362848,0.1,1.5228565 +1677.6,1668.5018,-0.03232231,1650.9775,4560000.0,2762.0,285000.0,,71232.0,0.0001360288,0.1,1.5750382 +1673.4,1668.9979,-0.028258465,1651.6083,4570000.0,2767.0,285625.0,,71392.0,0.0001357728,0.1,1.5324246 +1679.2,1669.4961,-0.029974649,1651.6409,4580000.0,2773.0,286250.0,,71552.0,0.0001355168,0.1,1.6598456 +1682.0,1670.022,-0.030083138,1651.6732,4590000.0,2779.0,286875.0,,71712.0,0.0001352608,0.1,1.5408009 +1681.8,1670.5381,-0.029433671,1651.7056,4600000.0,2785.0,287500.0,,71872.0,0.0001350048,0.1,1.4441254 +1683.8,1671.0239,-0.032412164,1652.3297,4610000.0,2790.0,288125.0,,72000.0,0.0001348,0.1,1.4171457 +1694.0,1671.616,-0.026594948,1651.7698,4620000.0,2797.0,288750.0,,72160.0,0.000134544,0.1,1.5025821 +1694.6,1672.22,-0.027750695,1651.2125,4630000.0,2804.0,289375.0,,72320.0,0.000134288,0.1,1.4932516 +1693.2,1672.7759,-0.024208628,1651.2456,4640000.0,2810.0,290000.0,,72480.0,0.000134032,0.1,1.506866 +1688.4,1673.2401,-0.0296601,1650.6923,4650000.0,2817.0,290625.0,,72640.0,0.000133776,0.1,1.446257 +1689.6,1673.734,-0.024795435,1650.1416,4660000.0,2824.0,291250.0,,72800.0,0.00013352,0.1,1.5773392 +1688.8,1674.2181,-0.031224664,1650.1766,4670000.0,2830.0,291875.0,,72960.0,0.000133264,0.1,1.5452651 +1685.4,1674.65,-0.031162063,1649.6299,4680000.0,2837.0,292500.0,,73120.0,0.000133008,0.1,1.5853064 +1683.2,1675.0181,-0.006373835,1649.0858,4690000.0,2844.0,293125.0,,73280.0,0.000132752,0.1,1.522326 +1686.0,1675.4061,-0.03159404,1649.1228,4700000.0,2850.0,293750.0,,73408.0,0.0001325472,0.1,1.5411073 +1686.0,1675.8002,-0.02648746,1649.1597,4710000.0,2856.0,294375.0,,73568.0,0.0001322912,0.1,1.442698 +1687.2,1676.2021,-0.026547465,1648.6204,4720000.0,2863.0,295000.0,,73728.0,0.0001320352,0.1,1.5249941 +1688.0,1676.6182,-0.029708901,1648.0836,4730000.0,2870.0,295625.0,,73888.0,0.0001317792,0.1,1.5805383 +1689.2,1677.0441,0.0023694513,1648.1224,4740000.0,2876.0,296250.0,,74048.0,0.0001315232,0.1,1.5007273 +1697.4,1677.566,-0.0281526,1647.5894,4750000.0,2883.0,296875.0,,74208.0,0.0001312672,0.1,1.349655 +1696.4,1678.102,-0.028948927,1647.6289,4760000.0,2889.0,297500.0,,74368.0,0.0001310112,0.1,1.5002348 +1694.6,1678.566,-0.02631845,1647.0995,4770000.0,2896.0,298125.0,,74528.0,0.0001307552,0.1,1.4185534 +1695.2,1678.9681,-0.028372176,1647.1399,4780000.0,2902.0,298750.0,,74656.0,0.0001305504,0.1,1.4334111 +1690.0,1679.294,-0.008281671,1646.614,4790000.0,2909.0,299375.0,,74816.0,0.0001302944,0.1,1.4200836 +1693.2,1679.6139,-0.029866148,1646.6553,4800000.0,2915.0,300000.0,,74976.0,0.0001300384,0.1,1.4773551 +1693.8,1679.93,-0.030817276,1646.1328,4810000.0,2922.0,300625.0,,75136.0,0.0001297824,0.1,1.5489557 +1690.6,1680.1779,-0.029634103,1645.6128,4820000.0,2929.0,301250.0,,75296.0,0.0001295264,0.1,1.5304077 +1693.0,1680.3578,-0.028982785,1645.6559,4830000.0,2935.0,301875.0,,75456.0,0.0001292704,0.1,1.4501305 +1694.6,1680.5637,-0.02600589,1645.1394,4840000.0,2942.0,302500.0,,75616.0,0.0001290144,0.1,1.4835608 +1693.8,1680.7439,-0.03290726,1645.1832,4850000.0,2948.0,303125.0,,75776.0,0.0001287584,0.1,1.4906285 +1699.6,1681.0298,-0.009172119,1644.67,4860000.0,2955.0,303750.0,,75936.0,0.0001285024,0.1,1.4713776 +1698.4,1681.3259,-0.0186434,1644.7146,4870000.0,2961.0,304375.0,,76064.0,0.0001282976,0.1,1.484751 +1698.2,1681.69,-0.010766371,1644.759,4880000.0,2967.0,305000.0,,76224.0,0.0001280416,0.1,1.4518116 +1694.8,1681.984,-0.028725635,1644.2501,4890000.0,2974.0,305625.0,,76384.0,0.0001277856,0.1,1.4911904 +1692.8,1682.2861,-0.027215464,1643.7437,4900000.0,2981.0,306250.0,,76544.0,0.0001275296,0.1,1.3865893 +1693.6,1682.596,-0.027121864,1643.7898,4910000.0,2987.0,306875.0,,76704.0,0.0001272736,0.1,1.4424036 +1690.2,1682.866,-0.031591535,1643.2866,4920000.0,2994.0,307500.0,,76864.0,0.0001270176,0.1,1.4956435 +1688.0,1683.0441,-0.025973272,1643.3334,4930000.0,3000.0,308125.0,,77024.0,0.0001267616,0.1,1.5443785 +1689.4,1683.208,-0.006323001,1642.8334,4940000.0,3007.0,308750.0,,77184.0,0.0001265056,0.1,1.5375762 +1684.8,1683.3221,-0.028409738,1642.8809,4950000.0,3013.0,309375.0,,77312.0,0.0001263008,0.1,1.4694502 +1682.8,1683.3918,-0.029036904,1642.3842,4960000.0,3020.0,310000.0,,77472.0,0.0001260448,0.1,1.5674239 +1679.8,1683.4,-0.031029984,1641.8896,4970000.0,3027.0,310625.0,,77632.0,0.0001257888,0.1,1.5266192 +1682.0,1683.4178,-0.0041072597,1641.9387,4980000.0,3033.0,311250.0,,77792.0,0.0001255328,0.1,1.4031155 +1681.8,1683.4298,-0.030934526,1641.4474,4990000.0,3040.0,311875.0,,77952.0,0.0001252768,0.1,1.4691092 +1683.2,1683.418,-0.027946355,1641.4971,5000000.0,3046.0,312500.0,,78112.0,0.0001250208,0.1,1.4046421 +1685.4,1683.42,-0.024901671,1641.0088,5010000.0,3053.0,313125.0,,78272.0,0.0001247648,0.1,1.5098457 +1687.0,1683.432,-0.030831419,1641.0592,5020000.0,3059.0,313750.0,,78432.0,0.0001245088,0.1,1.490852 +1690.0,1683.4742,-0.029644907,1640.5741,5030000.0,3066.0,314375.0,,78592.0,0.0001242528,0.1,1.4361253 +1689.8,1683.558,-0.026541729,1640.625,5040000.0,3072.0,315000.0,,78720.0,0.000124048,0.1,1.4748037 +1688.8,1683.646,-0.029131176,1640.143,5050000.0,3079.0,315625.0,,78880.0,0.000123792,0.1,1.5298381 +1687.4,1683.7361,-0.032534543,1640.1945,5060000.0,3085.0,316250.0,,79040.0,0.000123536,0.1,1.5404919 +1681.0,1683.75,-0.029261861,1639.7155,5070000.0,3092.0,316875.0,,79200.0,0.00012328,0.1,1.3910075 +1681.2,1683.7181,-0.025154438,1639.2384,5080000.0,3099.0,317500.0,,79360.0,0.000123024,0.1,1.4584417 +1682.6,1683.6382,0.0081476495,1639.2915,5090000.0,3105.0,318125.0,,79520.0,0.000122768,0.1,1.4334555 +1685.0,1683.5541,-0.028182093,1638.8175,5100000.0,3112.0,318750.0,,79680.0,0.000122512,0.1,1.54021 +1683.6,1683.448,-0.028467737,1638.3456,5110000.0,3119.0,319375.0,,79840.0,0.000122256,0.1,1.4393829 +1683.6,1683.314,-0.031055104,1638.4,5120000.0,3125.0,320000.0,,80000.0,0.000122,0.1,1.4123383 +1686.6,1683.2278,-0.03085234,1637.931,5130000.0,3132.0,320625.0,,80128.0,0.0001217952,0.1,1.5676005 +1690.0,1683.1719,-0.027133074,1637.986,5140000.0,3138.0,321250.0,,80288.0,0.0001215392,0.1,1.4737377 +1697.4,1683.3239,-0.03131706,1637.5199,5150000.0,3145.0,321875.0,,80448.0,0.0001212832,0.1,1.4616215 +1696.8,1683.4639,-0.031059716,1637.0558,5160000.0,3152.0,322500.0,,80608.0,0.0001210272,0.1,1.3392226 +1700.4,1683.644,-0.027719036,1637.112,5170000.0,3158.0,323125.0,,80768.0,0.0001207712,0.1,1.4019885 +1709.2,1683.9081,-0.028443983,1636.6509,5180000.0,3165.0,323750.0,,80928.0,0.0001205152,0.1,1.359838 +1712.0,1684.2421,-0.02855309,1636.7076,5190000.0,3171.0,324375.0,,81088.0,0.0001202592,0.1,1.3745118 +1707.6,1684.494,-0.03129397,1636.2493,5200000.0,3178.0,325000.0,,81248.0,0.0001200032,0.1,1.5198736 +1711.6,1684.788,-0.02594964,1636.3065,5210000.0,3184.0,325625.0,,81376.0,0.0001197984,0.1,1.3768163 +1717.6,1685.1659,-0.027585305,1635.8508,5220000.0,3191.0,326250.0,,81536.0,0.0001195424,0.1,1.543226 +1718.6,1685.5919,-0.02948732,1635.3971,5230000.0,3198.0,326875.0,,81696.0,0.0001192864,0.1,1.5015815 +1721.4,1686.0441,-0.028295249,1634.9454,5240000.0,3205.0,327500.0,,81856.0,0.0001190304,0.1,1.4833488 +1719.8,1686.4939,-0.030007666,1635.0046,5250000.0,3211.0,328125.0,,82016.0,0.0001187744,0.1,1.3936894 +1720.2,1686.9159,-0.027549697,1634.5557,5260000.0,3218.0,328750.0,,82176.0,0.0001185184,0.1,1.3713467 +1720.8,1687.322,-0.025702229,1634.6154,5270000.0,3224.0,329375.0,,82336.0,0.0001182624,0.1,1.3807017 +1723.0,1687.7501,-0.027995177,1634.169,5280000.0,3231.0,330000.0,,82496.0,0.0001180064,0.1,1.3567045 +1728.0,1688.234,-0.028969692,1634.2292,5290000.0,3237.0,330625.0,,82656.0,0.0001177504,0.1,1.3876207 +1731.2,1688.746,-0.029743021,1633.7854,5300000.0,3244.0,331250.0,,82784.0,0.0001175456,0.1,1.4885814 +1731.0,1689.326,-0.029428784,1633.8462,5310000.0,3250.0,331875.0,,82944.0,0.0001172896,0.1,1.4521842 +1733.2,1689.894,-0.03015458,1633.405,5320000.0,3257.0,332500.0,,83104.0,0.0001170336,0.1,1.4769766 +1737.8,1690.552,-0.03156763,1633.4662,5330000.0,3263.0,333125.0,,83264.0,0.0001167776,0.1,1.3984118 +1741.0,1691.274,-0.027143288,1633.0275,5340000.0,3270.0,333750.0,,83424.0,0.0001165216,0.1,1.4062185 +1741.4,1691.9879,-0.026091188,1632.5908,5350000.0,3277.0,334375.0,,83584.0,0.0001162656,0.1,1.360672 +1741.8,1692.726,-0.024646081,1632.6531,5360000.0,3283.0,335000.0,,83744.0,0.0001160096,0.1,1.309742 +1740.0,1693.366,-0.027801994,1632.2189,5370000.0,3290.0,335625.0,,83904.0,0.0001157536,0.1,1.4031609 +1740.0,1694.018,-0.02887279,1632.2815,5380000.0,3296.0,336250.0,,84032.0,0.0001155488,0.1,1.3449699 +1738.8,1694.6678,-0.022182934,1631.8499,5390000.0,3303.0,336875.0,,84192.0,0.0001152928,0.1,1.3519204 +1738.6,1695.3918,-0.026180988,1631.913,5400000.0,3309.0,337500.0,,84352.0,0.0001150368,0.1,1.406795 +1734.8,1696.0519,-0.031105371,1631.4838,5410000.0,3316.0,338125.0,,84512.0,0.0001147808,0.1,1.4541188 +1736.8,1696.7258,-0.032100562,1631.0563,5420000.0,3323.0,338750.0,,84672.0,0.0001145248,0.1,1.4999932 +1736.2,1697.3579,-0.029644327,1630.6306,5430000.0,3330.0,339375.0,,84832.0,0.0001142688,0.1,1.5555341 +1735.6,1697.9698,-0.02589003,1630.6954,5440000.0,3336.0,340000.0,,84992.0,0.0001140128,0.1,1.408269 +1734.6,1698.5619,-0.024804585,1630.2722,5450000.0,3343.0,340625.0,,85152.0,0.0001137568,0.1,1.3555248 +1731.0,1699.0798,-0.031921096,1629.8507,5460000.0,3350.0,341250.0,,85312.0,0.0001135008,0.1,1.4391077 +1730.8,1699.5739,-0.026598213,1629.9166,5470000.0,3356.0,341875.0,,85440.0,0.000113296,0.1,1.4137584 +1732.4,1700.1179,-0.027257165,1629.4974,5480000.0,3363.0,342500.0,,85600.0,0.00011304,0.1,1.4283838 +1732.6,1700.662,-0.029121723,1629.5637,5490000.0,3369.0,343125.0,,85760.0,0.000112784,0.1,1.4237428 +1733.0,1701.2599,-0.028179789,1629.147,5500000.0,3376.0,343750.0,,85920.0,0.000112528,0.1,1.406413 +1729.2,1701.7902,-0.030117115,1628.7319,5510000.0,3383.0,344375.0,,86080.0,0.000112272,0.1,1.4712448 +1727.8,1702.3618,-0.026580777,1628.3186,5520000.0,3390.0,345000.0,,86240.0,0.000112016,0.1,1.4820521 +1725.8,1702.914,-0.028638262,1628.3864,5530000.0,3396.0,345625.0,,86400.0,0.00011176,0.1,1.3710575 +1726.0,1703.446,-0.028819237,1627.9753,5540000.0,3403.0,346250.0,,86560.0,0.000111504,0.1,1.3671052 +1726.0,1703.9719,-0.031567726,1628.0435,5550000.0,3409.0,346875.0,,86688.0,0.0001112992,0.1,1.4349946 +1727.4,1704.47,-0.02693246,1627.6346,5560000.0,3416.0,347500.0,,86848.0,0.0001110432,0.1,1.4328527 +1728.4,1705.02,-0.02674723,1627.7031,5570000.0,3422.0,348125.0,,87008.0,0.0001107872,0.1,1.4722371 +1726.2,1705.4901,-0.027815541,1627.2966,5580000.0,3429.0,348750.0,,87168.0,0.0001105312,0.1,1.4350375 +1725.4,1705.9242,-0.029339531,1627.3654,5590000.0,3435.0,349375.0,,87328.0,0.0001102752,0.1,1.4323025 +1724.8,1706.354,-0.030044682,1626.961,5600000.0,3442.0,350000.0,,87488.0,0.0001100192,0.1,1.4730939 +1726.6,1706.782,-0.027637482,1627.0302,5610000.0,3448.0,350625.0,,87648.0,0.0001097632,0.1,1.4876976 +1725.4,1707.0961,-0.02895047,1626.628,5620000.0,3455.0,351250.0,,87808.0,0.0001095072,0.1,1.4093524 +1725.0,1707.4,-0.02838067,1626.2277,5630000.0,3462.0,351875.0,,87968.0,0.0001092512,0.1,1.3469727 +1731.6,1707.784,-0.026208784,1626.2976,5640000.0,3468.0,352500.0,,88096.0,0.0001090464,0.1,1.345309 +1729.0,1708.19,-0.028787948,1625.8993,5650000.0,3475.0,353125.0,,88256.0,0.0001087904,0.1,1.3791845 +1730.4,1708.598,-0.029093295,1625.9696,5660000.0,3481.0,353750.0,,88416.0,0.0001085344,0.1,1.4723091 +1732.0,1709.03,-0.027144479,1625.5734,5670000.0,3488.0,354375.0,,88576.0,0.0001082784,0.1,1.483697 +1727.4,1709.4502,-0.013628258,1625.1788,5680000.0,3495.0,355000.0,,88736.0,0.0001080224,0.1,1.4675868 +1730.6,1709.9241,-0.0286942,1625.2499,5690000.0,3501.0,355625.0,,88896.0,0.0001077664,0.1,1.4404774 +1725.6,1710.3198,-0.027955523,1624.8574,5700000.0,3508.0,356250.0,,89056.0,0.0001075104,0.1,1.5520985 +1725.8,1710.718,-0.031580146,1624.9288,5710000.0,3514.0,356875.0,,89216.0,0.0001072544,0.1,1.5159338 +1726.4,1711.1099,-0.028553165,1625.0,5720000.0,3520.0,357500.0,,89344.0,0.0001070496,0.1,1.422907 +1725.4,1711.4839,-0.028184064,1624.6101,5730000.0,3527.0,358125.0,,89504.0,0.0001067936,0.1,1.4231622 +1731.0,1711.902,-0.027379315,1624.6815,5740000.0,3533.0,358750.0,,89664.0,0.0001065376,0.1,1.4262156 +1730.8,1712.2361,-0.028232476,1624.2938,5750000.0,3540.0,359375.0,,89824.0,0.0001062816,0.1,1.4611982 +1726.8,1712.54,-0.021216001,1624.3655,5760000.0,3546.0,360000.0,,89984.0,0.0001060256,0.1,1.4210379 +1726.8,1712.8617,-0.026941907,1623.9797,5770000.0,3553.0,360625.0,,90144.0,0.0001057696,0.1,1.4514041 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s0_session_metrics_scalar_train.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s0_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..9396a55b6a40bff18dd272d0cde53869f4c6c87f --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s0_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1712.8616943359375, + "strength": 1254.6004638671875, + "max_strength": 1660.4000244140625, + "final_strength": 1645.4000244140625, + "sample_efficiency": 4.5659604097636475e-07, + "training_efficiency": 2.9231792723294348e-05, + "stability": 0.9992318749427795 +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s0_session_metrics_train.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s0_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..05badfa81df47bafc50389e38d91044efbef573d --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s0_session_metrics_train.json @@ -0,0 +1,4065 @@ +{ + "scalar": { + "total_reward_ma": 1712.8616943359375, + "strength": 1254.6004638671875, + "max_strength": 1660.4000244140625, + "final_strength": 1645.4000244140625, + "sample_efficiency": 4.5659604097636475e-07, + "training_efficiency": 2.9231792723294348e-05, + "stability": 0.9992318749427795 + }, + "local": { + "mean_returns": [ + 53.33333206176758, + 115.0, + 125.5, + 145.0, + 154.46153259277344, + 167.0129852294922, + 175.22727966308594, + 187.36842346191406, + 211.8000030517578, + 229.39999389648438, + 240.60000610351562, + 258.20001220703125, + 265.3999938964844, + 285.79998779296875, + 297.6000061035156, + 304.20001220703125, + 327.3999938964844, + 344.0, + 353.20001220703125, + 365.20001220703125, + 375.6000061035156, + 378.0, + 406.3999938964844, + 418.79998779296875, + 429.20001220703125, + 454.0, + 465.79998779296875, + 476.20001220703125, + 485.0, + 489.20001220703125, + 496.20001220703125, + 492.0, + 502.20001220703125, + 504.20001220703125, + 506.79998779296875, + 518.4000244140625, + 518.7999877929688, + 526.4000244140625, + 527.5999755859375, + 530.0, + 537.0, + 544.5999755859375, + 541.4000244140625, + 553.4000244140625, + 560.7999877929688, + 560.2000122070312, + 565.5999755859375, + 577.0, + 582.4000244140625, + 594.5999755859375, + 608.7999877929688, + 613.0, + 617.7999877929688, + 626.2000122070312, + 629.0, + 630.2000122070312, + 638.0, + 639.0, + 640.5999755859375, + 637.4000244140625, + 641.2000122070312, + 637.5999755859375, + 640.5999755859375, + 639.2000122070312, + 644.2000122070312, + 629.5999755859375, + 632.0, + 615.7999877929688, + 612.2000122070312, + 609.4000244140625, + 605.4000244140625, + 605.5999755859375, + 609.7999877929688, + 613.2000122070312, + 612.7999877929688, + 631.0, + 636.7999877929688, + 650.2000122070312, + 663.2000122070312, + 680.0, + 694.7999877929688, + 711.2000122070312, + 716.0, + 727.0, + 761.2000122070312, + 782.2000122070312, + 788.7999877929688, + 797.4000244140625, + 822.7999877929688, + 839.0, + 848.2000122070312, + 848.2000122070312, + 872.2000122070312, + 881.0, + 885.0, + 889.2000122070312, + 906.0, + 905.7999877929688, + 926.7999877929688, + 928.5999755859375, + 935.5999755859375, + 945.7999877929688, + 946.7999877929688, + 952.5999755859375, + 961.2000122070312, + 973.0, + 977.4000244140625, + 972.7999877929688, + 985.7999877929688, + 997.4000244140625, + 1009.5999755859375, + 1001.7999877929688, + 1003.5999755859375, + 1006.5999755859375, + 1018.4000244140625, + 1028.5999755859375, + 1028.4000244140625, + 1034.0, + 1037.800048828125, + 1038.5999755859375, + 1041.5999755859375, + 1051.4000244140625, + 1053.0, + 1058.5999755859375, + 1060.4000244140625, + 1062.800048828125, + 1082.4000244140625, + 1083.199951171875, + 1080.800048828125, + 1078.4000244140625, + 1089.800048828125, + 1096.0, + 1102.5999755859375, + 1101.199951171875, + 1103.800048828125, + 1109.800048828125, + 1117.5999755859375, + 1121.800048828125, + 1136.5999755859375, + 1142.199951171875, + 1150.199951171875, + 1153.0, + 1162.199951171875, + 1155.800048828125, + 1156.4000244140625, + 1157.4000244140625, + 1159.199951171875, + 1161.5999755859375, + 1163.0, + 1160.199951171875, + 1159.5999755859375, + 1155.5999755859375, + 1154.800048828125, + 1159.0, + 1163.199951171875, + 1160.5999755859375, + 1157.199951171875, + 1155.4000244140625, + 1152.0, + 1143.0, + 1140.199951171875, + 1146.4000244140625, + 1153.0, + 1159.800048828125, + 1156.5999755859375, + 1161.4000244140625, + 1163.199951171875, + 1162.800048828125, + 1162.199951171875, + 1166.4000244140625, + 1164.0, + 1167.5999755859375, + 1174.199951171875, + 1177.800048828125, + 1177.5999755859375, + 1177.5999755859375, + 1183.800048828125, + 1179.800048828125, + 1185.199951171875, + 1182.4000244140625, + 1189.199951171875, + 1195.4000244140625, + 1187.0, + 1189.199951171875, + 1195.800048828125, + 1200.199951171875, + 1201.800048828125, + 1199.5999755859375, + 1205.199951171875, + 1210.0, + 1200.199951171875, + 1210.4000244140625, + 1207.199951171875, + 1206.4000244140625, + 1209.4000244140625, + 1209.800048828125, + 1203.800048828125, + 1206.800048828125, + 1210.199951171875, + 1200.4000244140625, + 1188.800048828125, + 1189.199951171875, + 1188.5999755859375, + 1188.0, + 1189.199951171875, + 1184.800048828125, + 1180.800048828125, + 1182.0, + 1183.5999755859375, + 1182.4000244140625, + 1192.0, + 1196.199951171875, + 1202.0, + 1205.199951171875, + 1202.199951171875, + 1200.199951171875, + 1203.0, + 1203.5999755859375, + 1201.5999755859375, + 1196.4000244140625, + 1214.4000244140625, + 1233.5999755859375, + 1233.5999755859375, + 1252.4000244140625, + 1253.4000244140625, + 1254.5999755859375, + 1260.5999755859375, + 1276.4000244140625, + 1285.0, + 1285.199951171875, + 1298.4000244140625, + 1306.0, + 1316.5999755859375, + 1312.800048828125, + 1332.5999755859375, + 1348.5999755859375, + 1355.199951171875, + 1370.5999755859375, + 1377.800048828125, + 1386.5999755859375, + 1401.800048828125, + 1417.5999755859375, + 1411.5999755859375, + 1412.4000244140625, + 1419.800048828125, + 1424.0, + 1423.0, + 1431.0, + 1437.5999755859375, + 1431.4000244140625, + 1425.800048828125, + 1436.800048828125, + 1432.0, + 1427.199951171875, + 1437.4000244140625, + 1438.199951171875, + 1439.800048828125, + 1438.0, + 1452.800048828125, + 1462.4000244140625, + 1471.0, + 1473.199951171875, + 1475.800048828125, + 1481.800048828125, + 1485.800048828125, + 1484.0, + 1490.5999755859375, + 1497.5999755859375, + 1499.0, + 1504.199951171875, + 1503.4000244140625, + 1523.5999755859375, + 1525.0, + 1532.4000244140625, + 1542.800048828125, + 1547.5999755859375, + 1553.0, + 1552.0, + 1559.5999755859375, + 1558.4000244140625, + 1555.199951171875, + 1554.5999755859375, + 1556.5999755859375, + 1559.5999755859375, + 1557.4000244140625, + 1563.5999755859375, + 1565.0, + 1571.5999755859375, + 1574.199951171875, + 1573.800048828125, + 1579.5999755859375, + 1580.800048828125, + 1587.0, + 1587.0, + 1590.800048828125, + 1590.800048828125, + 1589.5999755859375, + 1592.0, + 1591.0, + 1594.4000244140625, + 1598.199951171875, + 1604.800048828125, + 1597.800048828125, + 1604.4000244140625, + 1606.800048828125, + 1595.5999755859375, + 1596.4000244140625, + 1595.199951171875, + 1601.199951171875, + 1609.5999755859375, + 1612.4000244140625, + 1615.199951171875, + 1616.199951171875, + 1614.5999755859375, + 1615.4000244140625, + 1616.0, + 1618.199951171875, + 1618.199951171875, + 1614.800048828125, + 1610.800048828125, + 1604.0, + 1593.199951171875, + 1591.199951171875, + 1592.0, + 1596.199951171875, + 1597.0, + 1593.199951171875, + 1598.4000244140625, + 1597.0, + 1603.199951171875, + 1601.0, + 1596.199951171875, + 1593.800048828125, + 1589.800048828125, + 1587.800048828125, + 1584.199951171875, + 1580.800048828125, + 1581.5999755859375, + 1574.5999755859375, + 1583.5999755859375, + 1589.5999755859375, + 1589.5999755859375, + 1595.199951171875, + 1609.199951171875, + 1612.4000244140625, + 1611.800048828125, + 1613.5999755859375, + 1613.800048828125, + 1612.5999755859375, + 1621.0, + 1623.0, + 1623.800048828125, + 1626.5999755859375, + 1626.199951171875, + 1619.199951171875, + 1621.4000244140625, + 1623.800048828125, + 1629.4000244140625, + 1629.4000244140625, + 1630.199951171875, + 1635.199951171875, + 1634.800048828125, + 1634.199951171875, + 1637.5999755859375, + 1642.0, + 1640.199951171875, + 1640.4000244140625, + 1642.199951171875, + 1646.4000244140625, + 1647.199951171875, + 1646.5999755859375, + 1647.0, + 1646.4000244140625, + 1646.5999755859375, + 1645.199951171875, + 1642.800048828125, + 1648.199951171875, + 1655.0, + 1657.4000244140625, + 1661.199951171875, + 1662.199951171875, + 1665.800048828125, + 1675.0, + 1674.0, + 1675.800048828125, + 1671.0, + 1668.800048828125, + 1661.800048828125, + 1665.4000244140625, + 1662.5999755859375, + 1662.5999755859375, + 1663.199951171875, + 1670.199951171875, + 1673.0, + 1673.4000244140625, + 1675.800048828125, + 1679.0, + 1680.199951171875, + 1680.5999755859375, + 1684.4000244140625, + 1685.199951171875, + 1685.800048828125, + 1685.800048828125, + 1681.4000244140625, + 1680.0, + 1678.4000244140625, + 1679.5999755859375, + 1684.4000244140625, + 1690.5999755859375, + 1693.4000244140625, + 1694.199951171875, + 1697.0, + 1695.199951171875, + 1695.5999755859375, + 1682.199951171875, + 1682.800048828125, + 1682.4000244140625, + 1682.800048828125, + 1678.5999755859375, + 1682.4000244140625, + 1682.199951171875, + 1679.800048828125, + 1676.0, + 1676.199951171875, + 1674.800048828125, + 1678.0, + 1680.199951171875, + 1680.199951171875, + 1679.5999755859375, + 1680.0, + 1673.0, + 1676.4000244140625, + 1672.0, + 1668.800048828125, + 1670.0, + 1668.0, + 1676.0, + 1674.800048828125, + 1673.800048828125, + 1666.199951171875, + 1668.800048828125, + 1669.4000244140625, + 1673.0, + 1674.4000244140625, + 1675.4000244140625, + 1679.199951171875, + 1681.4000244140625, + 1678.0, + 1678.199951171875, + 1673.199951171875, + 1676.199951171875, + 1670.5999755859375, + 1670.5999755859375, + 1672.800048828125, + 1673.4000244140625, + 1677.5999755859375, + 1673.4000244140625, + 1679.199951171875, + 1682.0, + 1681.800048828125, + 1683.800048828125, + 1694.0, + 1694.5999755859375, + 1693.199951171875, + 1688.4000244140625, + 1689.5999755859375, + 1688.800048828125, + 1685.4000244140625, + 1683.199951171875, + 1686.0, + 1686.0, + 1687.199951171875, + 1688.0, + 1689.199951171875, + 1697.4000244140625, + 1696.4000244140625, + 1694.5999755859375, + 1695.199951171875, + 1690.0, + 1693.199951171875, + 1693.800048828125, + 1690.5999755859375, + 1693.0, + 1694.5999755859375, + 1693.800048828125, + 1699.5999755859375, + 1698.4000244140625, + 1698.199951171875, + 1694.800048828125, + 1692.800048828125, + 1693.5999755859375, + 1690.199951171875, + 1688.0, + 1689.4000244140625, + 1684.800048828125, + 1682.800048828125, + 1679.800048828125, + 1682.0, + 1681.800048828125, + 1683.199951171875, + 1685.4000244140625, + 1687.0, + 1690.0, + 1689.800048828125, + 1688.800048828125, + 1687.4000244140625, + 1681.0, + 1681.199951171875, + 1682.5999755859375, + 1685.0, + 1683.5999755859375, + 1683.5999755859375, + 1686.5999755859375, + 1690.0, + 1697.4000244140625, + 1696.800048828125, + 1700.4000244140625, + 1709.199951171875, + 1712.0, + 1707.5999755859375, + 1711.5999755859375, + 1717.5999755859375, + 1718.5999755859375, + 1721.4000244140625, + 1719.800048828125, + 1720.199951171875, + 1720.800048828125, + 1723.0, + 1728.0, + 1731.199951171875, + 1731.0, + 1733.199951171875, + 1737.800048828125, + 1741.0, + 1741.4000244140625, + 1741.800048828125, + 1740.0, + 1740.0, + 1738.800048828125, + 1738.5999755859375, + 1734.800048828125, + 1736.800048828125, + 1736.199951171875, + 1735.5999755859375, + 1734.5999755859375, + 1731.0, + 1730.800048828125, + 1732.4000244140625, + 1732.5999755859375, + 1733.0, + 1729.199951171875, + 1727.800048828125, + 1725.800048828125, + 1726.0, + 1726.0, + 1727.4000244140625, + 1728.4000244140625, + 1726.199951171875, + 1725.4000244140625, + 1724.800048828125, + 1726.5999755859375, + 1725.4000244140625, + 1725.0, + 1731.5999755859375, + 1729.0, + 1730.4000244140625, + 1732.0, + 1727.4000244140625, + 1730.5999755859375, + 1725.5999755859375, + 1725.800048828125, + 1726.4000244140625, + 1725.4000244140625, + 1731.0, + 1730.800048828125, + 1726.800048828125, + 1726.800048828125 + ], + "strengths": [ + -28.066669464111328, + 33.599998474121094, + 44.099998474121094, + 63.599998474121094, + 73.06153106689453, + 85.61298370361328, + 93.82727813720703, + 105.96842193603516, + 130.39999389648438, + 148.0, + 159.20001220703125, + 176.80001831054688, + 184.0, + 204.39999389648438, + 216.20001220703125, + 222.80001831054688, + 246.0, + 262.6000061035156, + 271.8000183105469, + 283.8000183105469, + 294.20001220703125, + 296.6000061035156, + 325.0, + 337.3999938964844, + 347.8000183105469, + 372.6000061035156, + 384.3999938964844, + 394.8000183105469, + 403.6000061035156, + 407.8000183105469, + 414.8000183105469, + 410.6000061035156, + 420.8000183105469, + 422.8000183105469, + 425.3999938964844, + 437.0000305175781, + 437.3999938964844, + 445.0000305175781, + 446.1999816894531, + 448.6000061035156, + 455.6000061035156, + 463.1999816894531, + 460.0000305175781, + 472.0000305175781, + 479.3999938964844, + 478.8000183105469, + 484.1999816894531, + 495.6000061035156, + 501.0000305175781, + 513.199951171875, + 527.3999633789062, + 531.5999755859375, + 536.3999633789062, + 544.7999877929688, + 547.5999755859375, + 548.7999877929688, + 556.5999755859375, + 557.5999755859375, + 559.199951171875, + 556.0, + 559.7999877929688, + 556.199951171875, + 559.199951171875, + 557.7999877929688, + 562.7999877929688, + 548.199951171875, + 550.5999755859375, + 534.3999633789062, + 530.7999877929688, + 528.0, + 524.0, + 524.199951171875, + 528.3999633789062, + 531.7999877929688, + 531.3999633789062, + 549.5999755859375, + 555.3999633789062, + 568.7999877929688, + 581.7999877929688, + 598.5999755859375, + 613.3999633789062, + 629.7999877929688, + 634.5999755859375, + 645.5999755859375, + 679.7999877929688, + 700.7999877929688, + 707.3999633789062, + 716.0, + 741.3999633789062, + 757.5999755859375, + 766.7999877929688, + 766.7999877929688, + 790.7999877929688, + 799.5999755859375, + 803.5999755859375, + 807.7999877929688, + 824.5999755859375, + 824.3999633789062, + 845.3999633789062, + 847.199951171875, + 854.199951171875, + 864.3999633789062, + 865.3999633789062, + 871.199951171875, + 879.7999877929688, + 891.5999755859375, + 896.0, + 891.3999633789062, + 904.3999633789062, + 916.0, + 928.199951171875, + 920.3999633789062, + 922.199951171875, + 925.199951171875, + 937.0, + 947.199951171875, + 947.0, + 952.5999755859375, + 956.4000244140625, + 957.199951171875, + 960.199951171875, + 970.0, + 971.5999755859375, + 977.199951171875, + 979.0, + 981.4000244140625, + 1001.0, + 1001.7999267578125, + 999.4000244140625, + 997.0, + 1008.4000244140625, + 1014.5999755859375, + 1021.199951171875, + 1019.7999267578125, + 1022.4000244140625, + 1028.4000244140625, + 1036.199951171875, + 1040.4000244140625, + 1055.199951171875, + 1060.7999267578125, + 1068.7999267578125, + 1071.5999755859375, + 1080.7999267578125, + 1074.4000244140625, + 1075.0, + 1076.0, + 1077.7999267578125, + 1080.199951171875, + 1081.5999755859375, + 1078.7999267578125, + 1078.199951171875, + 1074.199951171875, + 1073.4000244140625, + 1077.5999755859375, + 1081.7999267578125, + 1079.199951171875, + 1075.7999267578125, + 1074.0, + 1070.5999755859375, + 1061.5999755859375, + 1058.7999267578125, + 1065.0, + 1071.5999755859375, + 1078.4000244140625, + 1075.199951171875, + 1080.0, + 1081.7999267578125, + 1081.4000244140625, + 1080.7999267578125, + 1085.0, + 1082.5999755859375, + 1086.199951171875, + 1092.7999267578125, + 1096.4000244140625, + 1096.199951171875, + 1096.199951171875, + 1102.4000244140625, + 1098.4000244140625, + 1103.7999267578125, + 1101.0, + 1107.7999267578125, + 1114.0, + 1105.5999755859375, + 1107.7999267578125, + 1114.4000244140625, + 1118.7999267578125, + 1120.4000244140625, + 1118.199951171875, + 1123.7999267578125, + 1128.5999755859375, + 1118.7999267578125, + 1129.0, + 1125.7999267578125, + 1125.0, + 1128.0, + 1128.4000244140625, + 1122.4000244140625, + 1125.4000244140625, + 1128.7999267578125, + 1119.0, + 1107.4000244140625, + 1107.7999267578125, + 1107.199951171875, + 1106.5999755859375, + 1107.7999267578125, + 1103.4000244140625, + 1099.4000244140625, + 1100.5999755859375, + 1102.199951171875, + 1101.0, + 1110.5999755859375, + 1114.7999267578125, + 1120.5999755859375, + 1123.7999267578125, + 1120.7999267578125, + 1118.7999267578125, + 1121.5999755859375, + 1122.199951171875, + 1120.199951171875, + 1115.0, + 1133.0, + 1152.199951171875, + 1152.199951171875, + 1171.0, + 1172.0, + 1173.199951171875, + 1179.199951171875, + 1195.0, + 1203.5999755859375, + 1203.7999267578125, + 1217.0, + 1224.5999755859375, + 1235.199951171875, + 1231.4000244140625, + 1251.199951171875, + 1267.199951171875, + 1273.7999267578125, + 1289.199951171875, + 1296.4000244140625, + 1305.199951171875, + 1320.4000244140625, + 1336.199951171875, + 1330.199951171875, + 1331.0, + 1338.4000244140625, + 1342.5999755859375, + 1341.5999755859375, + 1349.5999755859375, + 1356.199951171875, + 1350.0, + 1344.4000244140625, + 1355.4000244140625, + 1350.5999755859375, + 1345.7999267578125, + 1356.0, + 1356.7999267578125, + 1358.4000244140625, + 1356.5999755859375, + 1371.4000244140625, + 1381.0, + 1389.5999755859375, + 1391.7999267578125, + 1394.4000244140625, + 1400.4000244140625, + 1404.4000244140625, + 1402.5999755859375, + 1409.199951171875, + 1416.199951171875, + 1417.5999755859375, + 1422.7999267578125, + 1422.0, + 1442.199951171875, + 1443.5999755859375, + 1451.0, + 1461.4000244140625, + 1466.199951171875, + 1471.5999755859375, + 1470.5999755859375, + 1478.199951171875, + 1477.0, + 1473.7999267578125, + 1473.199951171875, + 1475.199951171875, + 1478.199951171875, + 1476.0, + 1482.199951171875, + 1483.5999755859375, + 1490.199951171875, + 1492.7999267578125, + 1492.4000244140625, + 1498.199951171875, + 1499.4000244140625, + 1505.5999755859375, + 1505.5999755859375, + 1509.4000244140625, + 1509.4000244140625, + 1508.199951171875, + 1510.5999755859375, + 1509.5999755859375, + 1513.0, + 1516.7999267578125, + 1523.4000244140625, + 1516.4000244140625, + 1523.0, + 1525.4000244140625, + 1514.199951171875, + 1515.0, + 1513.7999267578125, + 1519.7999267578125, + 1528.199951171875, + 1531.0, + 1533.7999267578125, + 1534.7999267578125, + 1533.199951171875, + 1534.0, + 1534.5999755859375, + 1536.7999267578125, + 1536.7999267578125, + 1533.4000244140625, + 1529.4000244140625, + 1522.5999755859375, + 1511.7999267578125, + 1509.7999267578125, + 1510.5999755859375, + 1514.7999267578125, + 1515.5999755859375, + 1511.7999267578125, + 1517.0, + 1515.5999755859375, + 1521.7999267578125, + 1519.5999755859375, + 1514.7999267578125, + 1512.4000244140625, + 1508.4000244140625, + 1506.4000244140625, + 1502.7999267578125, + 1499.4000244140625, + 1500.199951171875, + 1493.199951171875, + 1502.199951171875, + 1508.199951171875, + 1508.199951171875, + 1513.7999267578125, + 1527.7999267578125, + 1531.0, + 1530.4000244140625, + 1532.199951171875, + 1532.4000244140625, + 1531.199951171875, + 1539.5999755859375, + 1541.5999755859375, + 1542.4000244140625, + 1545.199951171875, + 1544.7999267578125, + 1537.7999267578125, + 1540.0, + 1542.4000244140625, + 1548.0, + 1548.0, + 1548.7999267578125, + 1553.7999267578125, + 1553.4000244140625, + 1552.7999267578125, + 1556.199951171875, + 1560.5999755859375, + 1558.7999267578125, + 1559.0, + 1560.7999267578125, + 1565.0, + 1565.7999267578125, + 1565.199951171875, + 1565.5999755859375, + 1565.0, + 1565.199951171875, + 1563.7999267578125, + 1561.4000244140625, + 1566.7999267578125, + 1573.5999755859375, + 1576.0, + 1579.7999267578125, + 1580.7999267578125, + 1584.4000244140625, + 1593.5999755859375, + 1592.5999755859375, + 1594.4000244140625, + 1589.5999755859375, + 1587.4000244140625, + 1580.4000244140625, + 1584.0, + 1581.199951171875, + 1581.199951171875, + 1581.7999267578125, + 1588.7999267578125, + 1591.5999755859375, + 1592.0, + 1594.4000244140625, + 1597.5999755859375, + 1598.7999267578125, + 1599.199951171875, + 1603.0, + 1603.7999267578125, + 1604.4000244140625, + 1604.4000244140625, + 1600.0, + 1598.5999755859375, + 1597.0, + 1598.199951171875, + 1603.0, + 1609.199951171875, + 1612.0, + 1612.7999267578125, + 1615.5999755859375, + 1613.7999267578125, + 1614.199951171875, + 1600.7999267578125, + 1601.4000244140625, + 1601.0, + 1601.4000244140625, + 1597.199951171875, + 1601.0, + 1600.7999267578125, + 1598.4000244140625, + 1594.5999755859375, + 1594.7999267578125, + 1593.4000244140625, + 1596.5999755859375, + 1598.7999267578125, + 1598.7999267578125, + 1598.199951171875, + 1598.5999755859375, + 1591.5999755859375, + 1595.0, + 1590.5999755859375, + 1587.4000244140625, + 1588.5999755859375, + 1586.5999755859375, + 1594.5999755859375, + 1593.4000244140625, + 1592.4000244140625, + 1584.7999267578125, + 1587.4000244140625, + 1588.0, + 1591.5999755859375, + 1593.0, + 1594.0, + 1597.7999267578125, + 1600.0, + 1596.5999755859375, + 1596.7999267578125, + 1591.7999267578125, + 1594.7999267578125, + 1589.199951171875, + 1589.199951171875, + 1591.4000244140625, + 1592.0, + 1596.199951171875, + 1592.0, + 1597.7999267578125, + 1600.5999755859375, + 1600.4000244140625, + 1602.4000244140625, + 1612.5999755859375, + 1613.199951171875, + 1611.7999267578125, + 1607.0, + 1608.199951171875, + 1607.4000244140625, + 1604.0, + 1601.7999267578125, + 1604.5999755859375, + 1604.5999755859375, + 1605.7999267578125, + 1606.5999755859375, + 1607.7999267578125, + 1616.0, + 1615.0, + 1613.199951171875, + 1613.7999267578125, + 1608.5999755859375, + 1611.7999267578125, + 1612.4000244140625, + 1609.199951171875, + 1611.5999755859375, + 1613.199951171875, + 1612.4000244140625, + 1618.199951171875, + 1617.0, + 1616.7999267578125, + 1613.4000244140625, + 1611.4000244140625, + 1612.199951171875, + 1608.7999267578125, + 1606.5999755859375, + 1608.0, + 1603.4000244140625, + 1601.4000244140625, + 1598.4000244140625, + 1600.5999755859375, + 1600.4000244140625, + 1601.7999267578125, + 1604.0, + 1605.5999755859375, + 1608.5999755859375, + 1608.4000244140625, + 1607.4000244140625, + 1606.0, + 1599.5999755859375, + 1599.7999267578125, + 1601.199951171875, + 1603.5999755859375, + 1602.199951171875, + 1602.199951171875, + 1605.199951171875, + 1608.5999755859375, + 1616.0, + 1615.4000244140625, + 1619.0, + 1627.7999267578125, + 1630.5999755859375, + 1626.199951171875, + 1630.199951171875, + 1636.199951171875, + 1637.199951171875, + 1640.0, + 1638.4000244140625, + 1638.7999267578125, + 1639.4000244140625, + 1641.5999755859375, + 1646.5999755859375, + 1649.7999267578125, + 1649.5999755859375, + 1651.7999267578125, + 1656.4000244140625, + 1659.5999755859375, + 1660.0, + 1660.4000244140625, + 1658.5999755859375, + 1658.5999755859375, + 1657.4000244140625, + 1657.199951171875, + 1653.4000244140625, + 1655.4000244140625, + 1654.7999267578125, + 1654.199951171875, + 1653.199951171875, + 1649.5999755859375, + 1649.4000244140625, + 1651.0, + 1651.199951171875, + 1651.5999755859375, + 1647.7999267578125, + 1646.4000244140625, + 1644.4000244140625, + 1644.5999755859375, + 1644.5999755859375, + 1646.0, + 1647.0, + 1644.7999267578125, + 1644.0, + 1643.4000244140625, + 1645.199951171875, + 1644.0, + 1643.5999755859375, + 1650.199951171875, + 1647.5999755859375, + 1649.0, + 1650.5999755859375, + 1646.0, + 1649.199951171875, + 1644.199951171875, + 1644.4000244140625, + 1645.0, + 1644.0, + 1649.5999755859375, + 1649.4000244140625, + 1645.4000244140625, + 1645.4000244140625 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + -0.0002036147052422166, + 6.917383416293887e-06, + 1.707388582872227e-05, + 1.8221453501610085e-05, + 1.7731914340402e-05, + 1.6847810911713168e-05, + 1.587107362865936e-05, + 1.4840189578535501e-05, + 1.388519103784347e-05, + 1.3045812011114322e-05, + 1.2278697795409244e-05, + 1.1614267350523733e-05, + 1.0994426702382043e-05, + 1.044101099978434e-05, + 9.953027984010987e-06, + 9.489316653343849e-06, + 9.062825483852066e-06, + 8.67945982463425e-06, + 8.328776857524645e-06, + 8.008054464880843e-06, + 7.720256689935923e-06, + 7.438751708832569e-06, + 7.17781449566246e-06, + 6.93642687110696e-06, + 6.703874987579184e-06, + 6.487734026450198e-06, + 6.28681709713419e-06, + 6.100051905377768e-06, + 5.927584425080568e-06, + 5.766488357039634e-06, + 5.619270723400405e-06, + 5.47938634554157e-06, + 5.348686954675941e-06, + 5.225960194366053e-06, + 5.10804784426e-06, + 4.997425094188657e-06, + 4.891676326224115e-06, + 4.7918329073581845e-06, + 4.697079930338077e-06, + 4.606087713909801e-06, + 4.5185138333181385e-06, + 4.4360281208355445e-06, + 4.355636519903783e-06, + 4.278041160432622e-06, + 4.204286142339697e-06, + 4.1331941247335635e-06, + 4.0637983147462364e-06, + 3.996856776211644e-06, + 3.9313899833359756e-06, + 3.867159648507368e-06, + 3.8053215121180983e-06, + 3.745659569176496e-06, + 3.6876756439596647e-06, + 3.63185995411186e-06, + 3.578224777811556e-06, + 3.5260231925349217e-06, + 3.475797484497889e-06, + 3.427368710617884e-06, + 3.3810156310210004e-06, + 3.3360422548867064e-06, + 3.2929394819802837e-06, + 3.2510968139831675e-06, + 3.210762770322617e-06, + 3.171408252455876e-06, + 3.1342935926659266e-06, + 3.0981559575593565e-06, + 3.0641117518825922e-06, + 3.031244432349922e-06, + 2.9994407668709755e-06, + 2.9687130336242262e-06, + 2.938768147942028e-06, + 2.9093539524183143e-06, + 2.8805004603782436e-06, + 2.8523895707621705e-06, + 2.8240469873708207e-06, + 2.796135277094436e-06, + 2.7682833660946926e-06, + 2.740535364864627e-06, + 2.7127409794047708e-06, + 2.685025265236618e-06, + 2.6573450213618344e-06, + 2.630217295518378e-06, + 2.603372195153497e-06, + 2.575896814960288e-06, + 2.548392330936622e-06, + 2.5214364995918004e-06, + 2.494940417818725e-06, + 2.4683040464879014e-06, + 2.4418907287326874e-06, + 2.41594761973829e-06, + 2.390761210335768e-06, + 2.365543195992359e-06, + 2.340791525057284e-06, + 2.3166364826465724e-06, + 2.2930487375560915e-06, + 2.2696547148370882e-06, + 2.2469262148661073e-06, + 2.2242732029553736e-06, + 2.2022072698746342e-06, + 2.1805731194035616e-06, + 2.1592809389403556e-06, + 2.138541503882152e-06, + 2.1182202090130886e-06, + 2.0982413388992427e-06, + 2.0785280412383145e-06, + 2.059235157503281e-06, + 2.040533672698075e-06, + 2.0220400074322242e-06, + 2.0037828107888345e-06, + 1.9857498045894317e-06, + 1.9683127447933657e-06, + 1.951266767719062e-06, + 1.934575038831099e-06, + 1.918073166962131e-06, + 1.9017875274585094e-06, + 1.8858880821426283e-06, + 1.8702653505897615e-06, + 1.85494025117805e-06, + 1.8399496184429154e-06, + 1.8252475229019183e-06, + 1.8107244841303327e-06, + 1.7964969174499856e-06, + 1.7824980886871344e-06, + 1.7687749505057582e-06, + 1.75530988144601e-06, + 1.7418668676327798e-06, + 1.7286974980379455e-06, + 1.7158329228550429e-06, + 1.7032613186529488e-06, + 1.6908032876017387e-06, + 1.6785213574621594e-06, + 1.6664072290950571e-06, + 1.6545496919206926e-06, + 1.6428941762569593e-06, + 1.6313974811055232e-06, + 1.6200366417251644e-06, + 1.6088482652776293e-06, + 1.597717528056819e-06, + 1.5867411775616347e-06, + 1.5758918152641854e-06, + 1.5652190086257178e-06, + 1.5546559097856516e-06, + 1.5443497431988362e-06, + 1.5342251344918623e-06, + 1.5242731024045497e-06, + 1.5144815961321e-06, + 1.5048406112327939e-06, + 1.4953551499274909e-06, + 1.4860568171570776e-06, + 1.4769206018172554e-06, + 1.4679700370834325e-06, + 1.4591730632673716e-06, + 1.4504852288155234e-06, + 1.441904487364809e-06, + 1.4334810884975013e-06, + 1.4252165101424907e-06, + 1.4170935855872813e-06, + 1.4091202729105134e-06, + 1.401332610839745e-06, + 1.3936800087321899e-06, + 1.3860950502930791e-06, + 1.3785744386041188e-06, + 1.3711161273022299e-06, + 1.3637871916216682e-06, + 1.3565307881435729e-06, + 1.3493655615093303e-06, + 1.3423036762105767e-06, + 1.3353441090657725e-06, + 1.3284538908919785e-06, + 1.3216731531429105e-06, + 1.3149621054253657e-06, + 1.3083016483506071e-06, + 1.3017092896916438e-06, + 1.2952062888871296e-06, + 1.2887893490187707e-06, + 1.2824211808037944e-06, + 1.2761589687215746e-06, + 1.2699475746558164e-06, + 1.2638315638469066e-06, + 1.257756366612739e-06, + 1.2517251661847695e-06, + 1.2458149285521358e-06, + 1.2399666502460605e-06, + 1.2341565707174595e-06, + 1.2283958312764298e-06, + 1.2226978469698224e-06, + 1.2170804666311597e-06, + 1.2115036724935635e-06, + 1.2059707614753279e-06, + 1.200551537294814e-06, + 1.1951476608373923e-06, + 1.189822910419025e-06, + 1.1845639846796985e-06, + 1.1793523526648642e-06, + 1.1741989283109433e-06, + 1.1691313375195023e-06, + 1.1641076298474218e-06, + 1.1591255315579474e-06, + 1.154241431322589e-06, + 1.149460558735882e-06, + 1.1447293672972592e-06, + 1.140051040238177e-06, + 1.1354247817507712e-06, + 1.1308420653222129e-06, + 1.12632494619902e-06, + 1.1218703548365738e-06, + 1.1174563496751944e-06, + 1.113080656978127e-06, + 1.1087537359344424e-06, + 1.104432840293157e-06, + 1.1001392294929246e-06, + 1.0958665370708331e-06, + 1.091624767468602e-06, + 1.0874363169932622e-06, + 1.0832965244844672e-06, + 1.0791869726745063e-06, + 1.0751153922683443e-06, + 1.0710903097788105e-06, + 1.067122298081813e-06, + 1.0631288205331657e-06, + 1.0591070349619258e-06, + 1.0551246987233753e-06, + 1.051117010320013e-06, + 1.0471453606442083e-06, + 1.0432086128275841e-06, + 1.039290282278671e-06, + 1.0353585366829066e-06, + 1.0314377050235635e-06, + 1.0275549584548571e-06, + 1.0236682328468305e-06, + 1.0197960591540323e-06, + 1.0159291150557692e-06, + 1.0121121931661037e-06, + 1.008272420222056e-06, + 1.0044225291494513e-06, + 1.0005917374655837e-06, + 9.967537835109397e-07, + 9.92933678389818e-07, + 9.89126760941872e-07, + 9.853148412730661e-07, + 9.814970098886988e-07, + 9.777354534890037e-07, + 9.740098221300286e-07, + 9.70301584857225e-07, + 9.666193818702595e-07, + 9.629770829633344e-07, + 9.593497907189885e-07, + 9.55741143116029e-07, + 9.52184961988678e-07, + 9.486783483225736e-07, + 9.451776463720307e-07, + 9.41723442338116e-07, + 9.383147130392899e-07, + 9.349131460112403e-07, + 9.315422744293755e-07, + 9.281995403398469e-07, + 9.248929586647137e-07, + 9.215819432029093e-07, + 9.182794542539341e-07, + 9.149881634584744e-07, + 9.117230206356908e-07, + 9.084827183869493e-07, + 9.052591849467717e-07, + 9.02056967788667e-07, + 8.988889703687164e-07, + 8.957356385508319e-07, + 8.925963470574061e-07, + 8.894832035366562e-07, + 8.863876246323343e-07, + 8.833223432702653e-07, + 8.802422826192924e-07, + 8.771879151936446e-07, + 8.741462238504027e-07, + 8.711111831871676e-07, + 8.68094332417968e-07, + 8.650944778310077e-07, + 8.621242386652739e-07, + 8.591661071477574e-07, + 8.56237363677792e-07, + 8.53341532547347e-07, + 8.504728725711175e-07, + 8.476259836243116e-07, + 8.447988193438505e-07, + 8.420007588938461e-07, + 8.392157724301796e-07, + 8.364526706827746e-07, + 8.33701676583587e-07, + 8.309698955599742e-07, + 8.282626708933094e-07, + 8.255685770564014e-07, + 8.228955721278908e-07, + 8.202346748475975e-07, + 8.175966286216862e-07, + 8.14974498553056e-07, + 8.12374764791457e-07, + 8.097991326394549e-07, + 8.07241008260462e-07, + 8.047060191529454e-07, + 8.021864914553589e-07, + 7.996816293598386e-07, + 7.971867148626188e-07, + 7.947237463667989e-07, + 7.922703844087664e-07, + 7.898332228251093e-07, + 7.874336347413191e-07, + 7.85052009177889e-07, + 7.826912451491808e-07, + 7.803399739714223e-07, + 7.779946145092254e-07, + 7.756635795885813e-07, + 7.733467555226525e-07, + 7.710467002652877e-07, + 7.687671654821315e-07, + 7.665042289772828e-07, + 7.642579475941602e-07, + 7.620257633789151e-07, + 7.598108595630038e-07, + 7.576177267765161e-07, + 7.554469334536407e-07, + 7.533020038863469e-07, + 7.511880539823323e-07, + 7.490924076591909e-07, + 7.470109153473459e-07, + 7.449388590430317e-07, + 7.428807293763384e-07, + 7.408424949062464e-07, + 7.388119911411195e-07, + 7.367979151240434e-07, + 7.347899213527853e-07, + 7.327991511374421e-07, + 7.308286171792133e-07, + 7.288749657163862e-07, + 7.269400157383643e-07, + 7.250209819176234e-07, + 7.231196264001483e-07, + 7.212354375951691e-07, + 7.19363015377894e-07, + 7.17511852599273e-07, + 7.156619403758668e-07, + 7.138170303733204e-07, + 7.119845122360857e-07, + 7.101573373802239e-07, + 7.083256150508532e-07, + 7.065024192343117e-07, + 7.046920700304327e-07, + 7.028916684248543e-07, + 7.011029765635612e-07, + 6.993274723754439e-07, + 6.975539577069867e-07, + 6.957898222026415e-07, + 6.940363732610422e-07, + 6.922912803020154e-07, + 6.905580107741116e-07, + 6.888436701046885e-07, + 6.871379696349322e-07, + 6.854405683043296e-07, + 6.837478849774925e-07, + 6.820661155870766e-07, + 6.803941232647048e-07, + 6.787273605368682e-07, + 6.770716254322906e-07, + 6.754269747943908e-07, + 6.737890885233355e-07, + 6.721569434375851e-07, + 6.705368491566333e-07, + 6.689266456305631e-07, + 6.673245138699713e-07, + 6.657281232946843e-07, + 6.641407139795774e-07, + 6.625637638535409e-07, + 6.609961360481975e-07, + 6.594385695279925e-07, + 6.578903253284807e-07, + 6.563528245351335e-07, + 6.54826919799234e-07, + 6.53304880415817e-07, + 6.517855126730865e-07, + 6.502729092972004e-07, + 6.487657060461061e-07, + 6.472666314039088e-07, + 6.457730137299222e-07, + 6.442797939598677e-07, + 6.427963512578572e-07, + 6.41320127670042e-07, + 6.398570349119836e-07, + 6.384045150298334e-07, + 6.369668312800059e-07, + 6.355342634378758e-07, + 6.341124958453292e-07, + 6.326989137050987e-07, + 6.312928917395766e-07, + 6.29888688763458e-07, + 6.284901701292256e-07, + 6.270992116697016e-07, + 6.257141080823203e-07, + 6.243341204026365e-07, + 6.229608402463782e-07, + 6.215951202648284e-07, + 6.202337772265309e-07, + 6.188794259287533e-07, + 6.175322369017522e-07, + 6.161924943626218e-07, + 6.148638931335881e-07, + 6.135438184173836e-07, + 6.12232327057427e-07, + 6.109270316301263e-07, + 6.096249194342818e-07, + 6.083249672883539e-07, + 6.070299036764482e-07, + 6.057412633708736e-07, + 6.044573979124834e-07, + 6.031818884366658e-07, + 6.019130296408548e-07, + 6.006614512443775e-07, + 5.994160119371372e-07, + 5.981775075269979e-07, + 5.969452558929333e-07, + 5.957226676400751e-07, + 5.945036036791862e-07, + 5.932910198680474e-07, + 5.920865078223869e-07, + 5.908910907237441e-07, + 5.897016421840817e-07, + 5.885192990717769e-07, + 5.873407076251169e-07, + 5.861664931217092e-07, + 5.84998190333863e-07, + 5.838362540089292e-07, + 5.826798883390438e-07, + 5.815344366055797e-07, + 5.803922249469906e-07, + 5.79258824018325e-07, + 5.781332674814621e-07, + 5.770124857917835e-07, + 5.758985253123683e-07, + 5.747844511461153e-07, + 5.736766865993559e-07, + 5.725749474549957e-07, + 5.714838380299625e-07, + 5.703961960534798e-07, + 5.693133857676003e-07, + 5.682333039658261e-07, + 5.671574854204664e-07, + 5.660861006617779e-07, + 5.650172738569381e-07, + 5.639521987177432e-07, + 5.628943426927435e-07, + 5.618413752017659e-07, + 5.607966500065231e-07, + 5.597548238256422e-07, + 5.587216378444282e-07, + 5.576931698669796e-07, + 5.566681124946626e-07, + 5.556473183787602e-07, + 5.546286843127746e-07, + 5.536173262044031e-07, + 5.526069912775711e-07, + 5.515994985216821e-07, + 5.505967806129775e-07, + 5.495974164659856e-07, + 5.48596290173009e-07, + 5.475993702930282e-07, + 5.46607907381258e-07, + 5.456238909573585e-07, + 5.446436261991039e-07, + 5.436682499748713e-07, + 5.4269929705697e-07, + 5.417360284809547e-07, + 5.40775374702207e-07, + 5.39818984179874e-07, + 5.388661747929291e-07, + 5.379170602282102e-07, + 5.369714699554606e-07, + 5.360253112485225e-07, + 5.350838705453498e-07, + 5.341476594367123e-07, + 5.332151431503007e-07, + 5.322897322912468e-07, + 5.313664814821095e-07, + 5.304469823386171e-07, + 5.295332812238485e-07, + 5.286221380629286e-07, + 5.277140644466272e-07, + 5.268103109301592e-07, + 5.259072395347175e-07, + 5.250086587693659e-07, + 5.241140570433345e-07, + 5.23225196502608e-07, + 5.223411676524847e-07, + 5.214604925640742e-07, + 5.205852744438744e-07, + 5.197149448576965e-07, + 5.188475142858806e-07, + 5.179861659598828e-07, + 5.171294787942315e-07, + 5.162778506928589e-07, + 5.154286100150784e-07, + 5.145829504726862e-07, + 5.137399625709804e-07, + 5.128993052494479e-07, + 5.120612058817642e-07, + 5.11224925503484e-07, + 5.10392226260592e-07, + 5.095633923701826e-07, + 5.087386512059311e-07, + 5.079205038782675e-07, + 5.071054829386412e-07, + 5.062930199528637e-07, + 5.054825464867463e-07, + 5.046760520599491e-07, + 5.038727408646082e-07, + 5.030711349718331e-07, + 5.022709501645295e-07, + 5.014702537664562e-07, + 5.00673138503771e-07, + 4.998773306397197e-07, + 4.990803859072912e-07, + 4.982852033208474e-07, + 4.974954208591953e-07, + 4.967067184225016e-07, + 4.95918357046321e-07, + 4.951325536239892e-07, + 4.94348569191061e-07, + 4.935683932671964e-07, + 4.927911163576937e-07, + 4.920165679322963e-07, + 4.912440090265591e-07, + 4.90472189085267e-07, + 4.897018470728653e-07, + 4.88934631448501e-07, + 4.881694053437968e-07, + 4.874050887337944e-07, + 4.866422500526824e-07, + 4.858821966990945e-07, + 4.851249855164497e-07, + 4.843714691560308e-07, + 4.836208518099738e-07, + 4.828737587558862e-07, + 4.821295647161605e-07, + 4.813900318367814e-07, + 4.806523179468059e-07, + 4.799177304448676e-07, + 4.791862124875479e-07, + 4.784578777616844e-07, + 4.777339199790731e-07, + 4.77012747523986e-07, + 4.762935645885591e-07, + 4.755770248721092e-07, + 4.748629294226703e-07, + 4.7415318249477423e-07, + 4.7344667564175325e-07, + 4.7274363623728277e-07, + 4.7204306952153274e-07, + 4.7134506075963145e-07, + 4.706490415173903e-07, + 4.699551539033564e-07, + 4.6926473373787303e-07, + 4.6857712732162327e-07, + 4.6789227781118825e-07, + 4.672091620250285e-07, + 4.665290305183589e-07, + 4.658514853872475e-07, + 4.6517368446075125e-07, + 4.644993794045149e-07, + 4.6382692175939155e-07, + 4.6315619783854345e-07, + 4.6248976559581934e-07, + 4.618244133780536e-07, + 4.611634381035401e-07, + 4.6050470814407163e-07, + 4.598480529693916e-07, + 4.5919412627881684e-07, + 4.5854022800995153e-07, + 4.5788877400809724e-07, + 4.5724115693701606e-07, + 4.5659584202439873e-07 + ], + "training_efficiencies": [ + 0.0078125, + -0.01854294165968895, + -8.394964243052527e-05, + 0.0008870052988640964, + 0.0010497915791347623, + 0.0010585429845377803, + 0.0010227742604911327, + 0.0009730159654282033, + 0.0009196798200719059, + 0.0008666759240441024, + 0.0008181697339750826, + 0.000772691797465086, + 0.0007326120394282043, + 0.000694760587066412, + 0.0006606588140130043, + 0.0006303834961727262, + 0.0006014630198478699, + 0.0005751968128606677, + 0.0005514338263310492, + 0.0005295826122164726, + 0.0005095122614875436, + 0.000491438084281981, + 0.000473706895718351, + 0.000457230256870389, + 0.00044195595546625555, + 0.0004273614031262696, + 0.0004137588257435709, + 0.00040108367102220654, + 0.00038927639252506196, + 0.0003783528518397361, + 0.0003681330126710236, + 0.00035878035123459995, + 0.00034988243714906275, + 0.00034155973116867244, + 0.000333790056174621, + 0.00032631424255669117, + 0.0003192913718521595, + 0.0003125700168311596, + 0.0003062172618228942, + 0.00030018272809684277, + 0.0002943826839327812, + 0.0002887962618842721, + 0.0002835575141943991, + 0.00027844670694321394, + 0.00027350918389856815, + 0.00026881214580498636, + 0.0002642812323756516, + 0.00025985538377426565, + 0.0002555833198130131, + 0.0002514029329176992, + 0.00024729929282329977, + 0.00024336199567187577, + 0.00023956068616826087, + 0.00023586393217556179, + 0.0002323033259017393, + 0.00022887995874043554, + 0.00022554636234417558, + 0.0002223374613095075, + 0.0002192419779021293, + 0.00021628760441672057, + 0.00021341958199627697, + 0.00021066947374492884, + 0.00020799849880859256, + 0.00020542266429401934, + 0.0002029083261732012, + 0.0002005361602641642, + 0.0001982255926122889, + 0.00019604813132900745, + 0.00019395088020246476, + 0.0001919206406455487, + 0.0001899583439808339, + 0.00018804532010108232, + 0.00018616553279571235, + 0.00018432097567711025, + 0.0001825233339332044, + 0.00018071035447064787, + 0.00017892848700284958, + 0.0001771498064044863, + 0.00017537719395477325, + 0.00017360107449349016, + 0.0001718294370220974, + 0.00017005957488436252, + 0.00016832456458359957, + 0.0001666071912040934, + 0.0001648490724619478, + 0.00016309211787302047, + 0.0001613697240827605, + 0.00015967624494805932, + 0.0001579733652761206, + 0.0001562842953717336, + 0.00015462488227058202, + 0.0001530135195935145, + 0.00015139977040234953, + 0.00014981834101490676, + 0.00014827465929556638, + 0.00014676681894343346, + 0.00014527102757710963, + 0.0001438174513168633, + 0.00014236837159842253, + 0.00014095654478296638, + 0.00013957206101622432, + 0.0001382091868435964, + 0.00013688360922969878, + 0.00013558445789385587, + 0.0001343069161521271, + 0.00013304608000908047, + 0.00013181187387090176, + 0.00013061528443358839, + 0.00012943174806423485, + 0.00012826314195990562, + 0.00012711041199509054, + 0.00012599554611369967, + 0.00012490546214394271, + 0.00012383783177938312, + 0.00012278211943339556, + 0.00012174005678389221, + 0.00012072252138750628, + 0.00011972252832492813, + 0.00011874142364831641, + 0.00011778290354413912, + 0.00011684266792144626, + 0.00011591369548114017, + 0.00011500347318360582, + 0.00011410772276576608, + 0.00011322945647407323, + 0.00011236758291488513, + 0.0001115069753723219, + 0.00011066375736845657, + 0.00010984099935740232, + 0.00010903683869400993, + 0.00010823981574503705, + 0.00010745393228717148, + 0.0001066786571755074, + 0.00010591968020889908, + 0.00010517353075556457, + 0.00010443744395161048, + 0.00010371083772042766, + 0.00010299514542566612, + 0.00010228301107417792, + 0.0001015806628856808, + 0.00010088634007843211, + 0.00010020320769399405, + 9.95270092971623e-05, + 9.886715997708961e-05, + 9.821885032579303e-05, + 9.758223313838243e-05, + 9.695578773971647e-05, + 9.633888839744031e-05, + 9.573185525368899e-05, + 9.513670374872163e-05, + 9.455186227569357e-05, + 9.397882968187332e-05, + 9.341556142317131e-05, + 9.285979467676952e-05, + 9.231080184690654e-05, + 9.177179890684783e-05, + 9.124289499595761e-05, + 9.072299872059375e-05, + 9.02125975699164e-05, + 8.97140271263197e-05, + 8.922404958866537e-05, + 8.873834303813055e-05, + 8.825717668514699e-05, + 8.777993934927508e-05, + 8.73109238455072e-05, + 8.684649219503626e-05, + 8.638783765491098e-05, + 8.593575330451131e-05, + 8.549015910830349e-05, + 8.504895959049463e-05, + 8.461513061774895e-05, + 8.418571087531745e-05, + 8.375948527827859e-05, + 8.33375597721897e-05, + 8.292130223708227e-05, + 8.251050894614309e-05, + 8.210280066123232e-05, + 8.170182991307229e-05, + 8.130406786222011e-05, + 8.091272320598364e-05, + 8.052394696278498e-05, + 8.01379355834797e-05, + 7.975962944328785e-05, + 7.938525959616527e-05, + 7.901328353909776e-05, + 7.864442886784673e-05, + 7.827956869732589e-05, + 7.792013639118522e-05, + 7.756325067020953e-05, + 7.720914436504245e-05, + 7.686227763770148e-05, + 7.651635678485036e-05, + 7.617546361871064e-05, + 7.583876140415668e-05, + 7.550504233222455e-05, + 7.517502672271803e-05, + 7.485073729185387e-05, + 7.452922000084072e-05, + 7.421032933052629e-05, + 7.389768870780244e-05, + 7.359162555076182e-05, + 7.328872015932575e-05, + 7.298916898434982e-05, + 7.269292837008834e-05, + 7.239966362249106e-05, + 7.211056799860671e-05, + 7.182545232353732e-05, + 7.154291233746335e-05, + 7.12627952452749e-05, + 7.09857777110301e-05, + 7.0709123974666e-05, + 7.043418736429885e-05, + 7.016057497821748e-05, + 6.98891089996323e-05, + 6.962103361729532e-05, + 6.935605051694438e-05, + 6.909298099344596e-05, + 6.883231253596023e-05, + 6.857459811726585e-05, + 6.832052167737857e-05, + 6.806480087107047e-05, + 6.780742114642635e-05, + 6.755253707524389e-05, + 6.729600863764063e-05, + 6.704177212668583e-05, + 6.678975478280336e-05, + 6.653889431618154e-05, + 6.62871461827308e-05, + 6.603608198929578e-05, + 6.578743341378868e-05, + 6.553868297487497e-05, + 6.529083475470543e-05, + 6.50432994007133e-05, + 6.479895819211379e-05, + 6.455312541220337e-05, + 6.430663779610768e-05, + 6.406134343706071e-05, + 6.381557614076883e-05, + 6.357108213705942e-05, + 6.332741759251803e-05, + 6.308341107796878e-05, + 6.283901166170835e-05, + 6.259819201659411e-05, + 6.235967157408595e-05, + 6.212222797330469e-05, + 6.188644329085946e-05, + 6.165318336570635e-05, + 6.142102211015299e-05, + 6.119003955973312e-05, + 6.0962396673858166e-05, + 6.073790427763015e-05, + 6.051377931726165e-05, + 6.0292615671642125e-05, + 6.007434785715304e-05, + 5.985652387607843e-05, + 5.964064985164441e-05, + 5.942668940406293e-05, + 5.921502452110872e-05, + 5.900305768591352e-05, + 5.879162927158177e-05, + 5.858089934918098e-05, + 5.8371831983095035e-05, + 5.816433986183256e-05, + 5.795791366836056e-05, + 5.7752949942369014e-05, + 5.755016172770411e-05, + 5.734830483561382e-05, + 5.7147324696416035e-05, + 5.6948007113533095e-05, + 5.6749802752165124e-05, + 5.655352651956491e-05, + 5.635628986055963e-05, + 5.616068665403873e-05, + 5.596598930424079e-05, + 5.577169940806925e-05, + 5.5578570027137175e-05, + 5.538651384995319e-05, + 5.519634214579128e-05, + 5.500693077920005e-05, + 5.481939297169447e-05, + 5.463394700200297e-05, + 5.445032729767263e-05, + 5.426809366326779e-05, + 5.408710421761498e-05, + 5.390797377913259e-05, + 5.3729665523860604e-05, + 5.3552746976492926e-05, + 5.337659240467474e-05, + 5.320166383171454e-05, + 5.302829231368378e-05, + 5.28558375663124e-05, + 5.2684725233120844e-05, + 5.2514376875478774e-05, + 5.2345480071380734e-05, + 5.2177594625391066e-05, + 5.2011127991136163e-05, + 5.1846196583937854e-05, + 5.168238203623332e-05, + 5.152011726750061e-05, + 5.135883475304581e-05, + 5.119847628520802e-05, + 5.103874718770385e-05, + 5.088105535833165e-05, + 5.072397107142024e-05, + 5.0567912694532424e-05, + 5.041425538365729e-05, + 5.026173676014878e-05, + 5.011061512050219e-05, + 4.996009374735877e-05, + 4.980994344805367e-05, + 4.966070264345035e-05, + 4.951236041961238e-05, + 4.936508776154369e-05, + 4.921911749988794e-05, + 4.907420225208625e-05, + 4.8930418415693566e-05, + 4.878752588410862e-05, + 4.8645728384144604e-05, + 4.850531695410609e-05, + 4.8366327973781154e-05, + 4.822899427381344e-05, + 4.809363235835917e-05, + 4.7959434596123174e-05, + 4.7826139052631333e-05, + 4.769349834532477e-05, + 4.756174166686833e-05, + 4.7431254643015563e-05, + 4.730125510832295e-05, + 4.717229967354797e-05, + 4.704372986452654e-05, + 4.691625144914724e-05, + 4.6790064516244456e-05, + 4.666500535677187e-05, + 4.654113945434801e-05, + 4.6418284910032526e-05, + 4.629655450116843e-05, + 4.617591912392527e-05, + 4.605602953233756e-05, + 4.593749326886609e-05, + 4.581903340294957e-05, + 4.570089004118927e-05, + 4.558357977657579e-05, + 4.5466611481970176e-05, + 4.5349341235123575e-05, + 4.523260940914042e-05, + 4.511669612838887e-05, + 4.5001415855949745e-05, + 4.488687773118727e-05, + 4.477318361750804e-05, + 4.465966048883274e-05, + 4.4546730350703e-05, + 4.443447323865257e-05, + 4.432274363352917e-05, + 4.421176345204003e-05, + 4.410200199345127e-05, + 4.399277895572595e-05, + 4.388408342492767e-05, + 4.377568620839156e-05, + 4.366802386357449e-05, + 4.356098725111224e-05, + 4.3454278056742623e-05, + 4.334826735430397e-05, + 4.3242962419753894e-05, + 4.3138086766703054e-05, + 4.3033571273554116e-05, + 4.292982703191228e-05, + 4.282675217837095e-05, + 4.2724186641862616e-05, + 4.262198490323499e-05, + 4.2520354327280074e-05, + 4.241938950144686e-05, + 4.2319010390201584e-05, + 4.221928247716278e-05, + 4.2120140278711915e-05, + 4.2021682020276785e-05, + 4.192399501334876e-05, + 4.1826555388979614e-05, + 4.172927947365679e-05, + 4.16324328398332e-05, + 4.1535931813996285e-05, + 4.143994374317117e-05, + 4.1344304918311536e-05, + 4.124868428334594e-05, + 4.115368938073516e-05, + 4.105918196728453e-05, + 4.096551492693834e-05, + 4.087252091267146e-05, + 4.078047277289443e-05, + 4.068874477525242e-05, + 4.0597707993583754e-05, + 4.050719508086331e-05, + 4.041715510538779e-05, + 4.0327260649064556e-05, + 4.0237722714664415e-05, + 4.0148672269424424e-05, + 4.005998926004395e-05, + 3.9971630030777305e-05, + 3.9883703720988706e-05, + 3.979625034844503e-05, + 3.9709077100269496e-05, + 3.962234768550843e-05, + 3.953610212192871e-05, + 3.945033313357271e-05, + 3.9365269913105294e-05, + 3.928074875148013e-05, + 3.9196773286676034e-05, + 3.91131907235831e-05, + 3.902981916326098e-05, + 3.89465712942183e-05, + 3.886366539518349e-05, + 3.878116694977507e-05, + 3.869897409458645e-05, + 3.861730874632485e-05, + 3.853606540360488e-05, + 3.845592436846346e-05, + 3.83761762350332e-05, + 3.829686465905979e-05, + 3.8217953260755166e-05, + 3.813968214672059e-05, + 3.806163658737205e-05, + 3.798400211962871e-05, + 3.790688424487598e-05, + 3.783034480875358e-05, + 3.7754183722427115e-05, + 3.767847374547273e-05, + 3.7603000237140805e-05, + 3.752782504307106e-05, + 3.7453028198797256e-05, + 3.737864244612865e-05, + 3.7304609577404335e-05, + 3.723126428667456e-05, + 3.7158129998715594e-05, + 3.708555959747173e-05, + 3.7013487599324435e-05, + 3.694171391543932e-05, + 3.687040225486271e-05, + 3.679907604237087e-05, + 3.672815364552662e-05, + 3.665761323645711e-05, + 3.658774949144572e-05, + 3.6518107663141564e-05, + 3.6448767787078395e-05, + 3.6379606171976775e-05, + 3.6310731957200915e-05, + 3.6242145142750815e-05, + 3.6173718399368227e-05, + 3.6105520848650485e-05, + 3.603779259719886e-05, + 3.597036993596703e-05, + 3.590347841964103e-05, + 3.583676880225539e-05, + 3.5770604881690815e-05, + 3.570476110326126e-05, + 3.5639135603560135e-05, + 3.557378295226954e-05, + 3.550855763023719e-05, + 3.544380160747096e-05, + 3.5379111068323255e-05, + 3.531459515215829e-05, + 3.5250392102170736e-05, + 3.518641460686922e-05, + 3.512232069624588e-05, + 3.505849599605426e-05, + 3.499501690384932e-05, + 3.4932014386868104e-05, + 3.486924833850935e-05, + 3.4806798794306815e-05, + 3.4744753065751866e-05, + 3.468306749709882e-05, + 3.462156746536493e-05, + 3.4560333006083965e-05, + 3.449933137744665e-05, + 3.443856257945299e-05, + 3.437801933614537e-05, + 3.4317432437092066e-05, + 3.4257151128258556e-05, + 3.419720087549649e-05, + 3.4137505281250924e-05, + 3.4078260796377435e-05, + 3.4019154554698616e-05, + 3.396028478164226e-05, + 3.3901782444445416e-05, + 3.3843443816294894e-05, + 3.378529436304234e-05, + 3.372742867213674e-05, + 3.366959936101921e-05, + 3.3612075640121475e-05, + 3.355480293976143e-05, + 3.3497894037282094e-05, + 3.3441290725022554e-05, + 3.338490205351263e-05, + 3.3328866265947e-05, + 3.327313606860116e-05, + 3.3217591408174485e-05, + 3.316244692541659e-05, + 3.3107600756920874e-05, + 3.30530820065178e-05, + 3.299870149930939e-05, + 3.2944557460723445e-05, + 3.2890580769162625e-05, + 3.2836753234732896e-05, + 3.278308577137068e-05, + 3.2729538361309096e-05, + 3.2676227419869974e-05, + 3.262316749896854e-05, + 3.2570362236583605e-05, + 3.2517975341761485e-05, + 3.246579217375256e-05, + 3.241377271478996e-05, + 3.2361876947106794e-05, + 3.231023219996132e-05, + 3.225879117962904e-05, + 3.22074702125974e-05, + 3.2156240195035934e-05, + 3.210498107364401e-05, + 3.2053940230980515e-05, + 3.200298669980839e-05, + 3.1951956771081313e-05, + 3.1901043257676065e-05, + 3.185046443832107e-05, + 3.179997656843625e-05, + 3.174949961248785e-05, + 3.169919000356458e-05, + 3.164899317198433e-05, + 3.1599040084984154e-05, + 3.154927253490314e-05, + 3.1499679607804865e-05, + 3.145021037198603e-05, + 3.1400781153934076e-05, + 3.135146835120395e-05, + 3.1302348361350596e-05, + 3.125335570075549e-05, + 3.1204417609842494e-05, + 3.115557410637848e-05, + 3.1106908863876015e-05, + 3.1058421882335097e-05, + 3.101017136941664e-05, + 3.0962117307353765e-05, + 3.091428516199812e-05, + 3.086664219154045e-05, + 3.0819290259387344e-05, + 3.077205838053487e-05, + 3.0725022952537984e-05, + 3.067818033741787e-05, + 3.063154508708976e-05, + 3.058518632315099e-05, + 3.053901673411019e-05, + 3.049297083634883e-05, + 3.0447095923591405e-05, + 3.040137562493328e-05, + 3.035592999367509e-05, + 3.0310691727208905e-05, + 3.026567355846055e-05, + 3.0220811822800897e-05, + 3.017612652911339e-05, + 3.0131566745694727e-05, + 3.0087139748502523e-05, + 3.0042932849028148e-05, + 2.9998907848494127e-05, + 2.9955057470942847e-05, + 2.9911318051745184e-05, + 2.9867765988456085e-05, + 2.982437945320271e-05, + 2.978098564199172e-05, + 2.9737815566477366e-05, + 2.9694760087295435e-05, + 2.965181556646712e-05, + 2.9609145713038743e-05, + 2.9566543162218295e-05, + 2.9524220735765994e-05, + 2.9482043828465976e-05, + 2.9440003345371224e-05, + 2.9398137485259213e-05, + 2.9356275263126008e-05, + 2.9314564017113298e-05, + 2.927310015365947e-05, + 2.9231779990368523e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9898746013641357, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930916428565979, + 1.0, + 1.0, + 0.9987484812736511, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942775964736938, + 1.0, + 0.9935690760612488, + 1.0, + 0.997496485710144, + 1.0, + 0.974058210849762, + 1.0, + 0.9705775380134583, + 0.9932635426521301, + 0.9947249889373779, + 0.9924242496490479, + 1.0, + 1.0, + 1.0, + 0.9992477893829346, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997574687004089, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948660135269165, + 1.0, + 1.0, + 1.0, + 0.9915966391563416, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997888803482056, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976044297218323, + 0.9975985288619995, + 1.0, + 1.0, + 1.0, + 0.9986290335655212, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9940785765647888, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974111914634705, + 0.9994438290596008, + 0.9962900876998901, + 0.9992552995681763, + 1.0, + 1.0, + 0.9975966215133667, + 0.9968494772911072, + 0.9983268976211548, + 0.9968342185020447, + 0.9915934801101685, + 0.9973624348640442, + 1.0, + 1.0, + 1.0, + 0.9970325827598572, + 1.0, + 1.0, + 0.999630331993103, + 0.9994450807571411, + 1.0, + 0.9977880120277405, + 1.0, + 1.0, + 1.0, + 0.9998174905776978, + 1.0, + 1.0, + 0.9963715672492981, + 1.0, + 0.9974633455276489, + 1.0, + 1.0, + 0.9924595952033997, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980363249778748, + 1.0, + 1.0, + 0.9913166165351868, + 1.0, + 0.9971655607223511, + 0.9992894530296326, + 1.0, + 1.0, + 0.9946827292442322, + 1.0, + 1.0, + 0.9913182854652405, + 0.9896336197853088, + 1.0, + 0.9994584321975708, + 0.9994581341743469, + 1.0, + 0.9960282444953918, + 0.9963748455047607, + 1.0, + 1.0, + 0.9989113211631775, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973304867744446, + 0.9982155561447144, + 1.0, + 1.0, + 0.998217761516571, + 0.9953579902648926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969236254692078, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955096244812012, + 1.0, + 1.0, + 1.0, + 0.9992551803588867, + 1.0, + 1.0, + 0.9954284429550171, + 0.9958518743515015, + 1.0, + 0.9964585900306702, + 0.9964460134506226, + 1.0, + 1.0, + 1.0, + 0.9986748695373535, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99871826171875, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994378089904785, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993204474449158, + 1.0, + 0.999188244342804, + 0.9978333711624146, + 0.9995929002761841, + 1.0, + 1.0, + 0.9985117316246033, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997321367263794, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992049336433411, + 1.0, + 0.9993380308151245, + 1.0, + 1.0, + 1.0, + 0.9954050183296204, + 1.0, + 1.0, + 0.9926576018333435, + 1.0, + 0.9992078542709351, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989575147628784, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977876543998718, + 0.997391402721405, + 0.9955537915229797, + 0.9929068088531494, + 0.9986770749092102, + 1.0, + 1.0, + 1.0, + 0.9974927306175232, + 1.0, + 0.9990770816802979, + 1.0, + 0.9985543489456177, + 0.9968412518501282, + 0.9984157085418701, + 0.9973552227020264, + 0.9986740946769714, + 0.9976101517677307, + 0.9977376461029053, + 1.0, + 0.9953339695930481, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996080994606018, + 1.0, + 1.0, + 0.9992168545722961, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997411370277405, + 0.9954686760902405, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997426271438599, + 0.9996137022972107, + 1.0, + 1.0, + 0.9988465905189514, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999616801738739, + 1.0, + 0.999616801738739, + 1.0, + 0.9991055130958557, + 0.998465359210968, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993724822998047, + 1.0, + 0.9969894289970398, + 0.9986160397529602, + 0.9955902695655823, + 1.0, + 0.9982323050498962, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972575306892395, + 0.9991250038146973, + 0.9989991188049316, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988858103752136, + 1.0, + 0.991698682308197, + 1.0, + 0.9997501969337463, + 1.0, + 0.9973772764205933, + 1.0, + 0.999875009059906, + 0.9985008239746094, + 0.9976226091384888, + 1.0, + 0.9991222023963928, + 1.0, + 1.0, + 1.0, + 0.9996247291564941, + 1.0, + 0.9956211447715759, + 1.0, + 0.9972413778305054, + 0.997988224029541, + 1.0, + 0.9987410306930542, + 1.0, + 0.9992474913597107, + 0.9993724226951599, + 0.9952272772789001, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978749752044678, + 1.0, + 0.9968687295913696, + 1.0, + 0.996488630771637, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973687529563904, + 1.0, + 1.0, + 0.9998750686645508, + 1.0, + 1.0, + 1.0, + 0.9991321563720703, + 0.9970220327377319, + 1.0, + 0.9995025992393494, + 0.9978847503662109, + 0.9986283779144287, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993811845779419, + 0.9988853931427002, + 1.0, + 0.9967778325080872, + 1.0, + 1.0, + 0.9980153441429138, + 1.0, + 1.0, + 0.9995041489601135, + 1.0, + 0.9992584586143494, + 0.9998762607574463, + 0.9978971481323242, + 0.9987604022026062, + 1.0, + 0.9978910684585571, + 0.998632550239563, + 1.0, + 0.9971393346786499, + 0.9987526535987854, + 0.9981266260147095, + 1.0, + 0.9998750686645508, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998757243156433, + 0.9993782639503479, + 0.9991289973258972, + 0.9960149526596069, + 1.0, + 1.0, + 1.0, + 0.9991269707679749, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996287226676941, + 1.0, + 1.0, + 1.0, + 0.9973015785217285, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990243911743164, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998788237571716, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989159107208252, + 1.0, + 0.9992765188217163, + 0.9998793005943298, + 0.9977070093154907, + 1.0, + 0.9996374845504761, + 0.9996374249458313, + 0.999395489692688, + 0.9978224039077759, + 0.9998787641525269, + 1.0, + 1.0, + 1.0, + 0.9976991415023804, + 0.9991504549980164, + 0.9987852573394775, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986642003059387, + 0.9995136857032776, + 0.9996350407600403, + 1.0, + 0.9992706179618835, + 0.9997566938400269, + 1.0, + 0.9984244704246521, + 1.0, + 1.0, + 0.9972131252288818, + 1.0, + 0.9969682097434998, + 1.0, + 1.0, + 0.9993920922279358, + 1.0, + 0.9998787641525269, + 0.9975748658180237, + 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 + ], + "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 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_df_eval.csv b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..d6c59460759d48b6cd2c0f187647c8dd2ee0dfcd --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_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 +52.0,52.0,-0.03174494,476.1905,10000.0,21.0,625.0,,128.0,0.0002497952,0.1,2.8240247 +68.57143,60.285713,-0.027830414,740.7407,20000.0,27.0,1250.0,,288.0,0.0002495392,0.1,2.8028889 +107.906975,76.15946,-0.024437577,937.5,30000.0,32.0,1875.0,,448.0,0.0002492832,0.1,2.7852974 +124.64286,88.28031,-0.032666326,1025.641,40000.0,39.0,2500.0,,608.0,0.0002490272,0.1,2.75454 +140.90909,98.80607,-0.029162195,1111.1111,50000.0,45.0,3125.0,,768.0,0.0002487712,0.1,2.7180252 +155.6962,108.28776,-0.029604385,1200.0,60000.0,50.0,3750.0,,928.0,0.0002485152,0.1,2.7146912 +165.93407,116.52295,-0.034575086,1250.0,70000.0,56.0,4375.0,,1088.0,0.0002482592,0.1,2.6663156 +176.6,124.03258,-0.035457537,1290.3226,80000.0,62.0,5000.0,,1248.0,0.0002480032,0.1,2.6683013 +195.6,131.98451,-0.0341544,1343.2836,90000.0,67.0,5625.0,,1376.0,0.0002477984,0.1,2.659986 +214.8,140.26607,-0.028843664,1388.8889,100000.0,72.0,6250.0,,1536.0,0.0002475424,0.1,2.614594 +234.8,148.86006,-0.031329803,1428.5714,110000.0,77.0,6875.0,,1696.0,0.0002472864,0.1,2.615618 +241.6,156.5884,-0.027662111,1445.7831,120000.0,83.0,7500.0,,1856.0,0.0002470304,0.1,2.594213 +249.0,163.69696,-0.031598512,1460.6742,130000.0,89.0,8125.0,,2016.0,0.0002467744,0.1,2.502102 +254.0,170.14719,-0.025070393,1489.3617,140000.0,94.0,8750.0,,2176.0,0.0002465184,0.1,2.6111078 +258.6,176.04404,-0.029695839,1500.0,150000.0,100.0,9375.0,,2336.0,0.0002462624,0.1,2.5716288 +263.4,181.50378,-0.032143023,1509.434,160000.0,106.0,10000.0,,2496.0,0.0002460064,0.1,2.513711 +266.0,186.47415,-0.025596116,1531.5315,170000.0,111.0,10625.0,,2656.0,0.0002457504,0.1,2.5076947 +269.8,191.10336,-0.027765483,1551.7241,180000.0,116.0,11250.0,,2784.0,0.0002455456,0.1,2.4631686 +269.0,195.20319,-0.03394091,1570.2479,190000.0,121.0,11875.0,,2944.0,0.0002452896,0.1,2.413752 +270.6,198.97304,-0.028253993,1574.8031,200000.0,127.0,12500.0,,3104.0,0.0002450336,0.1,2.4049091 +274.2,202.55527,-0.025848174,1590.909,210000.0,132.0,13125.0,,3264.0,0.0002447776,0.1,2.461637 +292.0,206.62094,-0.026964024,1594.2029,220000.0,138.0,13750.0,,3424.0,0.0002445216,0.1,2.4738894 +296.2,210.51569,-0.032197177,1597.2222,230000.0,144.0,14375.0,,3584.0,0.0002442656,0.1,2.4907289 +305.2,214.46086,-0.031777266,1600.0,240000.0,150.0,15000.0,,3744.0,0.0002440096,0.1,2.5211916 +309.8,218.27441,-0.03312305,1602.5641,250000.0,156.0,15625.0,,3904.0,0.0002437536,0.1,2.5791416 +315.6,222.01772,-0.030891767,1625.0,260000.0,160.0,16250.0,,4032.0,0.0002435488,0.1,2.566565 +324.6,225.81706,-0.0286744,1626.506,270000.0,166.0,16875.0,,4192.0,0.0002432928,0.1,2.5169296 +326.0,229.39502,-0.03584356,1637.4269,280000.0,171.0,17500.0,,4352.0,0.0002430368,0.1,2.5482 +327.4,232.7745,-0.032377277,1638.4181,290000.0,177.0,18125.0,,4512.0,0.0002427808,0.1,2.5329945 +327.6,235.93535,-0.033342626,1639.3442,300000.0,183.0,18750.0,,4672.0,0.0002425248,0.1,2.4998283 +330.4,238.98259,-0.03175034,1640.2117,310000.0,189.0,19375.0,,4832.0,0.0002422688,0.1,2.427195 +325.6,241.68939,-0.03010596,1649.4845,320000.0,194.0,20000.0,,4992.0,0.0002420128,0.1,2.392241 +331.6,244.41396,-0.031932782,1650.0,330000.0,200.0,20625.0,,5152.0,0.0002417568,0.1,2.4579563 +332.0,246.99,-0.025737872,1650.4855,340000.0,206.0,21250.0,,5312.0,0.0002415008,0.1,2.4456906 +334.4,249.48744,-0.02641724,1658.7678,350000.0,211.0,21875.0,,5440.0,0.000241296,0.1,2.4490986 +341.2,252.03502,-0.029748991,1658.9862,360000.0,217.0,22500.0,,5600.0,0.00024104,0.1,2.3951316 +342.8,254.48813,-0.024533765,1666.6666,370000.0,222.0,23125.0,,5760.0,0.000240784,0.1,2.3422525 +344.2,256.84897,-0.020971334,1666.6666,380000.0,228.0,23750.0,,5920.0,0.000240528,0.1,2.3377895 +355.0,259.36566,-0.025359014,1666.6666,390000.0,234.0,24375.0,,6080.0,0.000240272,0.1,2.3390512 +360.4,261.8915,-0.03061089,1666.6666,400000.0,240.0,25000.0,,6240.0,0.000240016,0.1,2.414243 +365.2,264.41122,-0.02936998,1673.4694,410000.0,245.0,25625.0,,6400.0,0.00023976,0.1,2.385054 +377.2,267.09668,-0.03549267,1673.3068,420000.0,251.0,26250.0,,6560.0,0.000239504,0.1,2.4045544 +391.6,269.9921,-0.033419624,1679.6875,430000.0,256.0,26875.0,,6688.0,0.0002392992,0.1,2.3750677 +399.8,272.94226,-0.03469441,1685.8237,440000.0,261.0,27500.0,,6848.0,0.0002390432,0.1,2.4071403 +405.2,275.88135,-0.027897665,1685.3933,450000.0,267.0,28125.0,,7008.0,0.0002387872,0.1,2.3622499 +407.2,278.73608,-0.03681064,1691.1765,460000.0,272.0,28750.0,,7168.0,0.0002385312,0.1,2.3999655 +405.4,281.4311,-0.039782386,1696.7509,470000.0,277.0,29375.0,,7328.0,0.0002382752,0.1,2.3877437 +421.4,284.34708,-0.039320264,1696.113,480000.0,283.0,30000.0,,7488.0,0.0002380192,0.1,2.4425817 +427.0,287.25836,-0.035497468,1701.3889,490000.0,288.0,30625.0,,7648.0,0.0002377632,0.1,2.442774 +432.0,290.1532,-0.034196913,1700.6803,500000.0,294.0,31250.0,,7808.0,0.0002375072,0.1,2.358601 +442.8,293.14627,-0.0284846,1705.6857,510000.0,299.0,31875.0,,7968.0,0.0002372512,0.1,2.3985066 +446.8,296.10114,-0.0317712,1704.9181,520000.0,305.0,32500.0,,8096.0,0.0002370464,0.1,2.3356082 +444.6,298.903,-0.03236121,1709.6774,530000.0,310.0,33125.0,,8256.0,0.0002367904,0.1,2.3832953 +449.6,301.6937,-0.03618528,1708.8607,540000.0,316.0,33750.0,,8416.0,0.0002365344,0.1,2.2995484 +451.6,304.41925,-0.027845878,1708.0746,550000.0,322.0,34375.0,,8576.0,0.0002362784,0.1,2.2619467 +457.8,307.15823,-0.035583973,1707.317,560000.0,328.0,35000.0,,8736.0,0.0002360224,0.1,2.3144734 +457.6,309.79755,-0.032424934,1711.7117,570000.0,333.0,35625.0,,8896.0,0.0002357664,0.1,2.3833299 +462.0,312.42175,-0.034665223,1710.9144,580000.0,339.0,36250.0,,9056.0,0.0002355104,0.1,2.2670472 +458.8,314.90274,-0.03421368,1715.1163,590000.0,344.0,36875.0,,9216.0,0.0002352544,0.1,2.2942898 +463.8,317.38437,-0.03051273,1714.2858,600000.0,350.0,37500.0,,9344.0,0.0002350496,0.1,2.18886 +465.6,319.81415,-0.032083,1713.4832,610000.0,356.0,38125.0,,9504.0,0.0002347936,0.1,2.1844378 +468.2,322.20743,-0.03505958,1712.7072,620000.0,362.0,38750.0,,9664.0,0.0002345376,0.1,2.2767484 +474.0,324.61685,-0.03510873,1711.9565,630000.0,368.0,39375.0,,9824.0,0.0002342816,0.1,2.2015016 +482.2,327.07907,-0.03382067,1711.23,640000.0,374.0,40000.0,,9984.0,0.0002340256,0.1,2.257741 +477.6,329.39478,-0.03452501,1710.5264,650000.0,380.0,40625.0,,10144.0,0.0002337696,0.1,2.2581723 +487.8,331.79486,-0.03336923,1714.2858,660000.0,385.0,41250.0,,10304.0,0.0002335136,0.1,2.2255707 +498.4,334.28152,-0.03165611,1713.5549,670000.0,391.0,41875.0,,10464.0,0.0002332576,0.1,2.1666646 +499.4,336.70972,-0.028878301,1712.8463,680000.0,397.0,42500.0,,10624.0,0.0002330016,0.1,2.1760392 +500.8,339.08786,-0.033177033,1716.418,690000.0,402.0,43125.0,,10752.0,0.0002327968,0.1,2.2459302 +495.2,341.31802,-0.031132227,1715.6863,700000.0,408.0,43750.0,,10912.0,0.0002325408,0.1,2.177711 +497.6,343.51917,-0.035189312,1714.9758,710000.0,414.0,44375.0,,11072.0,0.0002322848,0.1,2.2797246 +495.6,345.6314,-0.028067352,1718.3771,720000.0,419.0,45000.0,,11232.0,0.0002320288,0.1,2.211798 +500.6,347.75424,-0.02416324,1717.6471,730000.0,425.0,45625.0,,11392.0,0.0002317728,0.1,2.2743416 +519.0,350.0684,-0.03679038,1720.9302,740000.0,430.0,46250.0,,11552.0,0.0002315168,0.1,2.3018825 +523.0,352.37415,-0.028480029,1720.1835,750000.0,436.0,46875.0,,11712.0,0.0002312608,0.1,2.2973375 +519.0,354.5666,-0.03386631,1719.457,760000.0,442.0,47500.0,,11872.0,0.0002310048,0.1,2.247005 +513.0,356.62418,-0.026672836,1722.5951,770000.0,447.0,48125.0,,12000.0,0.0002308,0.1,2.3048959 +510.4,358.59564,-0.02163638,1721.8542,780000.0,453.0,48750.0,,12160.0,0.000230544,0.1,2.2620752 +512.8,360.5476,-0.03448801,1721.1329,790000.0,459.0,49375.0,,12320.0,0.000230288,0.1,2.1878572 +515.2,362.48077,-0.034834668,1724.138,800000.0,464.0,50000.0,,12480.0,0.000230032,0.1,2.190968 +513.6,364.34644,-0.029371805,1723.4043,810000.0,470.0,50625.0,,12640.0,0.000229776,0.1,2.3174186 +522.0,366.26904,-0.029397877,1722.6891,820000.0,476.0,51250.0,,12800.0,0.00022952,0.1,2.2188532 +521.0,368.13327,-0.03245233,1721.9917,830000.0,482.0,51875.0,,12960.0,0.000229264,0.1,2.1461916 +526.0,370.01263,-0.034121215,1721.3115,840000.0,488.0,52500.0,,13120.0,0.000229008,0.1,2.215163 +519.2,371.76776,-0.03419188,1724.138,850000.0,493.0,53125.0,,13280.0,0.000228752,0.1,2.2234788 +524.4,373.54257,-0.02558617,1726.9076,860000.0,498.0,53750.0,,13408.0,0.0002285472,0.1,2.1187992 +520.2,375.22827,-0.030942934,1726.1904,870000.0,504.0,54375.0,,13568.0,0.0002282912,0.1,2.2024422 +521.2,376.8871,-0.033209685,1725.4902,880000.0,510.0,55000.0,,13728.0,0.0002280352,0.1,2.181013 +518.0,378.47263,-0.033835813,1728.1554,890000.0,515.0,55625.0,,13888.0,0.0002277792,0.1,2.11093 +521.0,380.05624,-0.026227627,1727.4473,900000.0,521.0,56250.0,,14048.0,0.0002275232,0.1,2.190396 +530.2,381.70618,-0.02510336,1726.7552,910000.0,527.0,56875.0,,14208.0,0.0002272672,0.1,2.1579587 +534.8,383.37024,-0.030390194,1729.3234,920000.0,532.0,57500.0,,14368.0,0.0002270112,0.1,2.1079571 +537.4,385.02646,-0.026772166,1728.6245,930000.0,538.0,58125.0,,14528.0,0.0002267552,0.1,2.06924 +542.0,386.69638,-0.028165825,1731.1234,940000.0,543.0,58750.0,,14656.0,0.0002265504,0.1,2.0354276 +532.0,388.2259,-0.019184371,1730.419,950000.0,549.0,59375.0,,14816.0,0.0002262944,0.1,2.1367297 +540.6,389.8131,-0.031836554,1729.7297,960000.0,555.0,60000.0,,14976.0,0.0002260384,0.1,2.167556 +552.6,391.49133,-0.021137193,1729.0553,970000.0,561.0,60625.0,,15136.0,0.0002257824,0.1,2.131739 +554.8,393.15778,-0.033161696,1731.4487,980000.0,566.0,61250.0,,15296.0,0.0002255264,0.1,2.1688945 +561.4,394.85718,-0.027315453,1730.7693,990000.0,572.0,61875.0,,15456.0,0.0002252704,0.1,2.2334514 +555.0,396.4586,-0.028012233,1733.1023,1000000.0,577.0,62500.0,,15616.0,0.0002250144,0.1,2.1081197 +564.4,401.5826,-0.024148371,1732.4186,1010000.0,583.0,63125.0,,15776.0,0.0002247584,0.1,2.108234 +565.0,406.54688,-0.026011838,1731.7488,1020000.0,589.0,63750.0,,15936.0,0.0002245024,0.1,2.094554 +563.0,411.0978,-0.018454242,1734.0067,1030000.0,594.0,64375.0,,16064.0,0.0002242976,0.1,2.0460372 +559.8,415.44937,-0.024409162,1733.3334,1040000.0,600.0,65000.0,,16224.0,0.0002240416,0.1,2.083561 +553.8,419.5783,-0.026784364,1735.5372,1050000.0,605.0,65625.0,,16384.0,0.0002237856,0.1,2.0108716 +567.0,423.6913,-0.02249781,1734.8608,1060000.0,611.0,66250.0,,16544.0,0.0002235296,0.1,1.9936734 +562.4,427.656,-0.021867655,1734.1978,1070000.0,617.0,66875.0,,16704.0,0.0002232736,0.1,1.900332 +569.6,431.58597,-0.02192585,1736.3344,1080000.0,622.0,67500.0,,16864.0,0.0002230176,0.1,1.9948118 +574.2,435.37198,-0.01765525,1735.6688,1090000.0,628.0,68125.0,,17024.0,0.0002227616,0.1,2.0034175 +577.0,438.994,-0.013379026,1737.7567,1100000.0,633.0,68750.0,,17184.0,0.0002225056,0.1,1.9968237 +583.6,442.48203,-0.018908964,1739.8119,1110000.0,638.0,69375.0,,17312.0,0.0002223008,0.1,2.001999 +595.0,446.016,-0.019762669,1739.1305,1120000.0,644.0,70000.0,,17472.0,0.0002220448,0.1,2.0245833 +601.6,449.54202,-0.020889044,1738.4615,1130000.0,650.0,70625.0,,17632.0,0.0002217888,0.1,1.9988873 +602.6,453.02805,-0.03044357,1737.8049,1140000.0,656.0,71250.0,,17792.0,0.0002215328,0.1,1.9783759 +615.4,456.596,-0.018990852,1739.7882,1150000.0,661.0,71875.0,,17952.0,0.0002212768,0.1,2.0413995 +625.8,460.22003,-0.029346902,1739.1305,1160000.0,667.0,72500.0,,18112.0,0.0002210208,0.1,2.0253594 +633.6,463.89606,-0.029096901,1738.4844,1170000.0,673.0,73125.0,,18272.0,0.0002207648,0.1,2.1146433 +638.0,467.578,-0.02443359,1737.8497,1180000.0,679.0,73750.0,,18432.0,0.0002205088,0.1,2.1243863 +648.2,471.37,-0.02807731,1737.2263,1190000.0,685.0,74375.0,,18592.0,0.0002202528,0.1,2.094023 +659.8,475.26202,-0.024856938,1741.6545,1200000.0,689.0,75000.0,,18720.0,0.000220048,0.1,2.1070807 +668.8,479.208,-0.016413067,1741.0072,1210000.0,695.0,75625.0,,18880.0,0.000219792,0.1,2.1721818 +664.4,482.932,-0.011553561,1742.8572,1220000.0,700.0,76250.0,,19040.0,0.000219536,0.1,2.082583 +663.6,486.60602,-0.021896621,1742.2096,1230000.0,706.0,76875.0,,19200.0,0.00021928,0.1,2.1715553 +649.0,490.04404,-0.026674066,1741.573,1240000.0,712.0,77500.0,,19360.0,0.000219024,0.1,2.1814961 +648.8,493.43402,-0.020777643,1743.3751,1250000.0,717.0,78125.0,,19520.0,0.000218768,0.1,2.1347177 +650.8,496.786,-0.02915031,1742.7386,1260000.0,723.0,78750.0,,19680.0,0.000218512,0.1,2.174027 +652.8,500.068,-0.024582468,1744.5055,1270000.0,728.0,79375.0,,19840.0,0.000218256,0.1,2.0616014 +660.4,503.412,-0.017856011,1743.8693,1280000.0,734.0,80000.0,,20000.0,0.000218,0.1,2.0721474 +665.4,506.79196,-0.01497883,1745.6022,1290000.0,739.0,80625.0,,20128.0,0.0002177952,0.1,2.0906258 +677.4,510.28995,-0.013914611,1747.3118,1300000.0,744.0,81250.0,,20288.0,0.0002175392,0.1,1.9162508 +687.2,513.8579,-0.009625526,1746.6666,1310000.0,750.0,81875.0,,20448.0,0.0002172832,0.1,2.12703 +694.0,517.54193,-0.01635626,1748.3444,1320000.0,755.0,82500.0,,20608.0,0.0002170272,0.1,2.1263874 +697.4,521.19995,-0.028164502,1747.7004,1330000.0,761.0,83125.0,,20768.0,0.0002167712,0.1,1.9702348 +696.2,524.842,-0.024896473,1749.3473,1340000.0,766.0,83750.0,,20928.0,0.0002165152,0.1,2.0342436 +712.2,528.61993,-0.011720974,1750.9728,1350000.0,771.0,84375.0,,21088.0,0.0002162592,0.1,2.014739 +723.6,532.444,-0.018731896,1750.3218,1360000.0,777.0,85000.0,,21248.0,0.0002160032,0.1,1.9650989 +736.8,536.384,-0.012853268,1751.9182,1370000.0,782.0,85625.0,,21376.0,0.0002157984,0.1,1.9519904 +753.4,540.476,-0.018527055,1753.4943,1380000.0,787.0,86250.0,,21536.0,0.0002155424,0.1,1.9702953 +766.0,544.586,-0.024120476,1755.0505,1390000.0,792.0,86875.0,,21696.0,0.0002152864,0.1,1.9317461 +793.2,548.914,-0.016722748,1754.386,1400000.0,798.0,87500.0,,21856.0,0.0002150304,0.1,1.91926 +822.8,553.49,-0.017785706,1755.9153,1410000.0,803.0,88125.0,,22016.0,0.0002147744,0.1,1.9432915 +825.4,557.9719,-0.014477476,1755.2534,1420000.0,809.0,88750.0,,22176.0,0.0002145184,0.1,1.8535724 +846.4,562.5199,-0.020710407,1756.7567,1430000.0,814.0,89375.0,,22336.0,0.0002142624,0.1,1.8340179 +853.4,567.0559,-0.018276168,1756.0975,1440000.0,820.0,90000.0,,22496.0,0.0002140064,0.1,1.857452 +865.4,571.6579,-0.014572091,1757.5758,1450000.0,825.0,90625.0,,22656.0,0.0002137504,0.1,1.869277 +873.4,576.31995,-0.026023466,1759.0361,1460000.0,830.0,91250.0,,22784.0,0.0002135456,0.1,1.8087795 +886.0,581.1259,-0.017080454,1758.3732,1470000.0,836.0,91875.0,,22944.0,0.0002132896,0.1,1.8663731 +918.2,586.09393,-0.012692746,1759.8097,1480000.0,841.0,92500.0,,23104.0,0.0002130336,0.1,1.83627 +937.6,591.19995,-0.004438906,1759.1499,1490000.0,847.0,93125.0,,23264.0,0.0002127776,0.1,1.7517034 +953.6,596.416,-0.01792429,1760.5634,1500000.0,852.0,93750.0,,23424.0,0.0002125216,0.1,1.8439798 +969.2,601.68,-0.02911553,1761.9603,1510000.0,857.0,94375.0,,23584.0,0.0002122656,0.1,1.750416 +981.4,607.026,-0.013892701,1761.2979,1520000.0,863.0,95000.0,,23744.0,0.0002120096,0.1,1.810192 +1000.8,612.58795,-0.021192698,1762.6729,1530000.0,868.0,95625.0,,23904.0,0.0002117536,0.1,1.8793416 +1010.4,618.1959,-0.015166981,1764.0321,1540000.0,873.0,96250.0,,24032.0,0.0002115488,0.1,1.8616405 +1027.2,623.95197,-0.011355979,1765.3759,1550000.0,878.0,96875.0,,24192.0,0.0002112928,0.1,1.8447791 +1034.4,629.71796,-0.013691398,1766.7045,1560000.0,883.0,97500.0,,24352.0,0.0002110368,0.1,1.835106 +1053.2,635.6739,0.0064159855,1766.0293,1570000.0,889.0,98125.0,,24512.0,0.0002107808,0.1,1.8587184 +1066.4,641.71796,0.0027960164,1767.3378,1580000.0,894.0,98750.0,,24672.0,0.0002105248,0.1,1.7706295 +1083.6,647.966,-0.01429743,1766.6666,1590000.0,900.0,99375.0,,24832.0,0.0002102688,0.1,1.7540939 +1091.8,654.246,-0.018547747,1767.9558,1600000.0,905.0,100000.0,,24992.0,0.0002100128,0.1,1.7517292 +1110.2,660.69196,-0.015285181,1767.2887,1610000.0,911.0,100625.0,,25152.0,0.0002097568,0.1,1.712987 +1119.6,667.206,-0.014877986,1768.559,1620000.0,916.0,101250.0,,25312.0,0.0002095008,0.1,1.6388345 +1118.6,673.65204,-0.0032914507,1769.8154,1630000.0,921.0,101875.0,,25440.0,0.000209296,0.1,1.6316373 +1139.6,680.226,-0.0073360046,1771.0583,1640000.0,926.0,102500.0,,25600.0,0.00020904,0.1,1.6010605 +1156.0,687.01,-0.025153501,1770.3862,1650000.0,932.0,103125.0,,25760.0,0.000208784,0.1,1.5439805 +1162.2,693.7541,-0.007625803,1771.6116,1660000.0,937.0,103750.0,,25920.0,0.000208528,0.1,1.5806341 +1158.8,700.358,-0.023138521,1772.8237,1670000.0,942.0,104375.0,,26080.0,0.000208272,0.1,1.4878253 +1171.6,707.08,0.006462846,1772.1519,1680000.0,948.0,105000.0,,26240.0,0.000208016,0.1,1.7289239 +1184.2,713.914,-0.007159649,1773.3473,1690000.0,953.0,105625.0,,26400.0,0.00020776,0.1,1.6314609 +1191.0,720.872,-0.0062537384,1772.6799,1700000.0,959.0,106250.0,,26560.0,0.000207504,0.1,1.4478403 +1203.4,727.93,-0.022401435,1773.8589,1710000.0,964.0,106875.0,,26688.0,0.0002072992,0.1,1.4611076 +1206.4,735.03796,-0.020755094,1775.0258,1720000.0,969.0,107500.0,,26848.0,0.0002070432,0.1,1.5929425 +1220.6,742.23804,-0.025234696,1772.541,1730000.0,976.0,108125.0,,27008.0,0.0002067872,0.1,1.547245 +1223.0,749.2781,-0.0072090086,1771.894,1740000.0,982.0,108750.0,,27168.0,0.0002065312,0.1,1.7587993 +1244.0,756.488,-0.02400697,1771.255,1750000.0,988.0,109375.0,,27328.0,0.0002062752,0.1,1.5488886 +1250.8,763.806,-0.004179641,1768.8442,1760000.0,995.0,110000.0,,27488.0,0.0002060192,0.1,1.6528382 +1252.2,771.19806,-0.027982391,1768.2318,1770000.0,1001.0,110625.0,,27648.0,0.0002057632,0.1,1.6621498 +1246.0,778.5541,-0.017440915,1767.6266,1780000.0,1007.0,111250.0,,27808.0,0.0002055072,0.1,1.5656853 +1251.8,785.944,-0.014829839,1765.286,1790000.0,1014.0,111875.0,,27968.0,0.0002052512,0.1,1.7239076 +1252.0,793.312,-0.00817478,1766.4377,1800000.0,1019.0,112500.0,,28096.0,0.0002050464,0.1,1.6133702 +1252.0,800.6959,-0.01893775,1765.8536,1810000.0,1025.0,113125.0,,28256.0,0.0002047904,0.1,1.6305463 +1264.0,808.11597,-0.014116613,1763.5659,1820000.0,1032.0,113750.0,,28416.0,0.0002045344,0.1,1.5800844 +1267.8,815.584,-0.018519083,1763.0057,1830000.0,1038.0,114375.0,,28576.0,0.0002042784,0.1,1.7602153 +1270.2,823.02594,-0.016479112,1762.4521,1840000.0,1044.0,115000.0,,28736.0,0.0002040224,0.1,1.6255703 +1276.2,830.596,0.0006188821,1761.9048,1850000.0,1050.0,115625.0,,28896.0,0.0002037664,0.1,1.7393835 +1274.4,838.096,-0.010075811,1759.6973,1860000.0,1057.0,116250.0,,29056.0,0.0002035104,0.1,1.8051124 +1282.4,845.71796,-0.024724793,1759.1721,1870000.0,1063.0,116875.0,,29216.0,0.0002032544,0.1,1.6261623 +1282.8,853.334,-0.02539149,1758.653,1880000.0,1069.0,117500.0,,29344.0,0.0002030496,0.1,1.6533983 +1301.4,861.1679,-0.005890227,1758.1395,1890000.0,1075.0,118125.0,,29504.0,0.0002027936,0.1,1.6355629 +1300.8,868.9659,-0.020917356,1757.6318,1900000.0,1081.0,118750.0,,29664.0,0.0002025376,0.1,1.5881641 +1310.2,876.766,-0.018162321,1755.5146,1910000.0,1088.0,119375.0,,29824.0,0.0002022816,0.1,1.5812645 +1325.8,884.67596,-0.02227788,1755.0275,1920000.0,1094.0,120000.0,,29984.0,0.0002020256,0.1,1.6770988 +1329.6,892.598,-0.026049351,1754.5454,1930000.0,1100.0,120625.0,,30144.0,0.0002017696,0.1,1.730706 +1328.8,900.46594,-0.019091379,1754.0687,1940000.0,1106.0,121250.0,,30304.0,0.0002015136,0.1,1.7726145 +1324.8,908.394,-0.028098602,1753.5972,1950000.0,1112.0,121875.0,,30464.0,0.0002012576,0.1,1.6826601 +1327.0,916.2579,-0.016242951,1751.5638,1960000.0,1119.0,122500.0,,30624.0,0.0002010016,0.1,1.6965361 +1330.6,924.03796,-0.025208855,1752.6691,1970000.0,1124.0,123125.0,,30752.0,0.0002007968,0.1,1.6150333 +1334.2,931.832,-0.026143074,1752.2124,1980000.0,1130.0,123750.0,,30912.0,0.0002005408,0.1,1.6792598 +1340.6,939.6241,-0.023286823,1750.2198,1990000.0,1137.0,124375.0,,31072.0,0.0002002848,0.1,1.5459253 +1348.8,947.562,-0.021933356,1749.7812,2000000.0,1143.0,125000.0,,31232.0,0.0002000288,0.1,1.6320822 +1367.4,955.59204,0.0027873663,1749.3473,2010000.0,1149.0,125625.0,,31392.0,0.0001997728,0.1,1.7481785 +1371.8,963.6599,-0.021796992,1748.9177,2020000.0,1155.0,126250.0,,31552.0,0.0001995168,0.1,1.5276682 +1363.0,971.6599,-0.018820303,1748.4927,2030000.0,1161.0,126875.0,,31712.0,0.0001992608,0.1,1.5126237 +1379.6,979.8579,-0.025834404,1748.072,2040000.0,1167.0,127500.0,,31872.0,0.0001990048,0.1,1.5746001 +1395.4,988.274,-0.011751784,1747.6556,2050000.0,1173.0,128125.0,,32000.0,0.0001988,0.1,1.6069803 +1397.4,996.57794,-0.014843783,1747.2434,2060000.0,1179.0,128750.0,,32160.0,0.000198544,0.1,1.5314107 +1400.0,1004.954,-0.012509121,1746.8354,2070000.0,1185.0,129375.0,,32320.0,0.000198288,0.1,1.5727077 +1388.6,1013.144,-0.022443054,1744.9664,2080000.0,1192.0,130000.0,,32480.0,0.000198032,0.1,1.6063766 +1391.6,1021.31805,-0.020611376,1744.5743,2090000.0,1198.0,130625.0,,32640.0,0.000197776,0.1,1.7658374 +1394.8,1029.496,-0.022444991,1744.186,2100000.0,1204.0,131250.0,,32800.0,0.00019752,0.1,1.587573 +1399.2,1037.652,-0.02502554,1743.8016,2110000.0,1210.0,131875.0,,32960.0,0.000197264,0.1,1.515832 +1400.6,1045.708,-0.025440112,1743.421,2120000.0,1216.0,132500.0,,33120.0,0.000197008,0.1,1.5611117 +1405.4,1053.746,-0.02271112,1741.619,2130000.0,1223.0,133125.0,,33280.0,0.000196752,0.1,1.5442891 +1417.6,1061.896,-0.013785489,1742.671,2140000.0,1228.0,133750.0,,33408.0,0.0001965472,0.1,1.5719458 +1413.8,1069.8799,-0.003562611,1740.8907,2150000.0,1235.0,134375.0,,33568.0,0.0001962912,0.1,1.7541207 +1423.6,1077.8579,-0.025805267,1740.5319,2160000.0,1241.0,135000.0,,33728.0,0.0001960352,0.1,1.630806 +1416.0,1085.682,-0.01113706,1740.1764,2170000.0,1247.0,135625.0,,33888.0,0.0001957792,0.1,1.6931386 +1413.0,1093.432,-0.0028241486,1739.8245,2180000.0,1253.0,136250.0,,34048.0,0.0001955232,0.1,1.5783128 +1411.6,1101.066,-0.025958467,1739.4758,2190000.0,1259.0,136875.0,,34208.0,0.0001952672,0.1,1.5336317 +1417.6,1108.644,-0.014930314,1737.7567,2200000.0,1266.0,137500.0,,34368.0,0.0001950112,0.1,1.6190492 +1407.6,1116.032,-0.026405703,1737.4214,2210000.0,1272.0,138125.0,,34528.0,0.0001947552,0.1,1.5411074 +1411.4,1123.5021,-0.024235958,1737.0892,2220000.0,1278.0,138750.0,,34656.0,0.0001945504,0.1,1.600482 +1421.8,1131.084,-0.013549175,1736.7601,2230000.0,1284.0,139375.0,,34816.0,0.0001942944,0.1,1.5252148 +1417.6,1138.7699,-0.011284441,1736.4341,2240000.0,1290.0,140000.0,,34976.0,0.0001940384,0.1,1.5730283 +1419.4,1146.4758,-0.026835946,1734.7726,2250000.0,1297.0,140625.0,,35136.0,0.0001937824,0.1,1.6024511 +1419.0,1154.158,-0.02213161,1734.459,2260000.0,1303.0,141250.0,,35296.0,0.0001935264,0.1,1.5299915 +1421.0,1161.84,-0.028188014,1734.1482,2270000.0,1309.0,141875.0,,35456.0,0.0001932704,0.1,1.6869973 +1439.8,1169.6339,-0.024582699,1733.8403,2280000.0,1315.0,142500.0,,35616.0,0.0001930144,0.1,1.5996779 +1445.2,1177.432,-0.017894879,1732.2239,2290000.0,1322.0,143125.0,,35776.0,0.0001927584,0.1,1.6790254 +1449.4,1185.152,-0.01999083,1731.9277,2300000.0,1328.0,143750.0,,35936.0,0.0001925024,0.1,1.5364285 +1438.0,1192.6599,-0.010489792,1731.6342,2310000.0,1334.0,144375.0,,36064.0,0.0001922976,0.1,1.6397216 +1435.2,1200.0719,-0.027376965,1731.3433,2320000.0,1340.0,145000.0,,36224.0,0.0001920416,0.1,1.5621352 +1437.6,1207.474,-0.015160917,1731.0549,2330000.0,1346.0,145625.0,,36384.0,0.0001917856,0.1,1.6538677 +1436.4,1214.876,-0.025640948,1729.49,2340000.0,1353.0,146250.0,,36544.0,0.0001915296,0.1,1.675344 +1439.8,1222.152,-0.025651451,1729.2126,2350000.0,1359.0,146875.0,,36704.0,0.0001912736,0.1,1.6390718 +1426.2,1229.178,-0.0093836505,1728.9377,2360000.0,1365.0,147500.0,,36864.0,0.0001910176,0.1,1.6358132 +1440.4,1236.2139,-0.007281384,1727.4053,2370000.0,1372.0,148125.0,,37024.0,0.0001907616,0.1,1.6544535 +1453.0,1243.21,-0.020643195,1727.1407,2380000.0,1378.0,148750.0,,37184.0,0.0001905056,0.1,1.6612304 +1453.8,1250.0879,-0.023452846,1728.1273,2390000.0,1383.0,149375.0,,37312.0,0.0001903008,0.1,1.6412566 +1445.0,1256.6058,-0.01918563,1726.6187,2400000.0,1390.0,150000.0,,37472.0,0.0001900448,0.1,1.7261558 +1449.4,1262.872,-0.009677449,1726.3611,2410000.0,1396.0,150625.0,,37632.0,0.0001897888,0.1,1.7113317 +1438.4,1269.0018,-0.022468608,1726.1056,2420000.0,1402.0,151250.0,,37792.0,0.0001895328,0.1,1.7133596 +1440.2,1274.94,-0.028266804,1725.8523,2430000.0,1408.0,151875.0,,37952.0,0.0001892768,0.1,1.6020668 +1448.0,1280.886,-0.024128752,1724.3816,2440000.0,1415.0,152500.0,,38112.0,0.0001890208,0.1,1.6760616 +1449.6,1286.728,-0.010189903,1724.138,2450000.0,1421.0,153125.0,,38272.0,0.0001887648,0.1,1.5439066 +1448.8,1292.482,-0.0060521904,1723.8962,2460000.0,1427.0,153750.0,,38432.0,0.0001885088,0.1,1.6365663 +1447.8,1298.1,-0.032480538,1723.6566,2470000.0,1433.0,154375.0,,38592.0,0.0001882528,0.1,1.7257537 +1452.8,1303.4459,-0.022109684,1723.4191,2480000.0,1439.0,155000.0,,38720.0,0.000188048,0.1,1.5843829 +1460.8,1308.6779,-0.029628087,1721.9917,2490000.0,1446.0,155625.0,,38880.0,0.000187792,0.1,1.721284 +1454.6,1313.6879,-0.026679073,1721.7631,2500000.0,1452.0,156250.0,,39040.0,0.000187536,0.1,1.7179037 +1455.2,1318.548,-0.018136173,1721.5364,2510000.0,1458.0,156875.0,,39200.0,0.00018728,0.1,1.7561941 +1472.2,1323.4559,-0.018118203,1720.1365,2520000.0,1465.0,157500.0,,39360.0,0.000187024,0.1,1.6822573 +1474.8,1328.1959,-0.02652711,1719.9185,2530000.0,1471.0,158125.0,,39520.0,0.000186768,0.1,1.7089183 +1475.2,1332.8441,-0.02479157,1719.7021,2540000.0,1477.0,158750.0,,39680.0,0.000186512,0.1,1.6467285 +1471.2,1337.284,-0.003442211,1719.4875,2550000.0,1483.0,159375.0,,39840.0,0.000186256,0.1,1.6284795 +1484.8,1341.788,-0.028244512,1718.1208,2560000.0,1490.0,160000.0,,40000.0,0.000186,0.1,1.6084933 +1490.4,1346.16,-0.026315272,1717.9144,2570000.0,1496.0,160625.0,,40128.0,0.0001857952,0.1,1.5966569 +1492.2,1350.4181,-0.028689979,1717.7097,2580000.0,1502.0,161250.0,,40288.0,0.0001855392,0.1,1.6110249 +1497.6,1354.558,-0.028393121,1717.5066,2590000.0,1508.0,161875.0,,40448.0,0.0001852832,0.1,1.5940013 +1518.8,1358.828,-0.029463233,1716.1716,2600000.0,1515.0,162500.0,,40608.0,0.0001850272,0.1,1.6901215 +1530.2,1363.028,-0.029243972,1715.9763,2610000.0,1521.0,163125.0,,40768.0,0.0001847712,0.1,1.6716131 +1527.2,1367.1039,-0.030774135,1715.7826,2620000.0,1527.0,163750.0,,40928.0,0.0001845152,0.1,1.7542245 +1544.6,1371.364,-0.021746667,1714.4719,2630000.0,1534.0,164375.0,,41088.0,0.0001842592,0.1,1.6752307 +1547.6,1375.4441,-0.027787937,1714.2858,2640000.0,1540.0,165000.0,,41248.0,0.0001840032,0.1,1.6614921 +1550.2,1379.386,-0.025547944,1714.101,2650000.0,1546.0,165625.0,,41376.0,0.0001837984,0.1,1.6942214 +1555.4,1383.318,-0.027761636,1712.814,2660000.0,1553.0,166250.0,,41536.0,0.0001835424,0.1,1.6556214 +1566.8,1387.398,-0.024383083,1712.6364,2670000.0,1559.0,166875.0,,41696.0,0.0001832864,0.1,1.6257651 +1569.2,1391.374,-0.027213164,1712.4601,2680000.0,1565.0,167500.0,,41856.0,0.0001830304,0.1,1.6918863 +1564.2,1395.1741,0.011102301,1712.2852,2690000.0,1571.0,168125.0,,42016.0,0.0001827744,0.1,1.7292995 +1561.0,1398.874,-0.028542627,1712.1116,2700000.0,1577.0,168750.0,,42176.0,0.0001825184,0.1,1.7639577 +1564.4,1402.484,-0.028876621,1710.8586,2710000.0,1584.0,169375.0,,42336.0,0.0001822624,0.1,1.5497252 +1570.2,1406.1222,-0.024207572,1710.6918,2720000.0,1590.0,170000.0,,42496.0,0.0001820064,0.1,1.6222109 +1574.2,1409.6581,-0.023628538,1710.5264,2730000.0,1596.0,170625.0,,42656.0,0.0001817504,0.1,1.6493064 +1572.2,1413.1501,-0.028099798,1710.362,2740000.0,1602.0,171250.0,,42784.0,0.0001815456,0.1,1.6637979 +1576.4,1416.4742,-0.019015903,1710.199,2750000.0,1608.0,171875.0,,42944.0,0.0001812896,0.1,1.7448004 +1562.2,1419.5883,-0.012055158,1710.0372,2760000.0,1614.0,172500.0,,43104.0,0.0001810336,0.1,1.5789762 +1554.4,1422.6104,-0.028291557,1708.8217,2770000.0,1621.0,173125.0,,43264.0,0.0001807776,0.1,1.5720334 +1565.2,1425.8022,-0.0140861375,1708.6663,2780000.0,1627.0,173750.0,,43424.0,0.0001805216,0.1,1.6566932 +1555.8,1428.842,-0.023175165,1708.512,2790000.0,1633.0,174375.0,,43584.0,0.0001802656,0.1,1.6409397 +1543.2,1431.7543,-0.01754367,1707.317,2800000.0,1640.0,175000.0,,43744.0,0.0001800096,0.1,1.5795884 +1544.4,1434.6781,-0.024982931,1707.169,2810000.0,1646.0,175625.0,,43904.0,0.0001797536,0.1,1.7852821 +1540.4,1437.4421,-0.026109107,1707.0219,2820000.0,1652.0,176250.0,,44032.0,0.0001795488,0.1,1.5361178 +1540.2,1440.1663,-0.0260589,1705.8469,2830000.0,1659.0,176875.0,,44192.0,0.0001792928,0.1,1.574441 +1540.4,1442.8683,-0.024132617,1705.7057,2840000.0,1665.0,177500.0,,44352.0,0.0001790368,0.1,1.5031787 +1538.0,1445.4861,-0.013755565,1704.5454,2850000.0,1672.0,178125.0,,44512.0,0.0001787808,0.1,1.5587356 +1533.8,1448.08,-0.022365596,1704.41,2860000.0,1678.0,178750.0,,44672.0,0.0001785248,0.1,1.5278661 +1534.2,1450.5981,-0.011734556,1703.264,2870000.0,1685.0,179375.0,,44832.0,0.0001782688,0.1,1.6024487 +1532.8,1453.098,-0.026872026,1703.1343,2880000.0,1691.0,180000.0,,44992.0,0.0001780128,0.1,1.5452027 +1536.2,1455.4459,0.0026600081,1702.0023,2890000.0,1698.0,180625.0,,45152.0,0.0001777568,0.1,1.5293565 +1544.0,1457.8782,-0.028312942,1701.8779,2900000.0,1704.0,181250.0,,45312.0,0.0001775008,0.1,1.5335114 +1550.2,1460.2781,-0.027587757,1701.7544,2910000.0,1710.0,181875.0,,45440.0,0.000177296,0.1,1.5872122 +1543.4,1462.4542,-0.014258113,1701.6317,2920000.0,1716.0,182500.0,,45600.0,0.00017704,0.1,1.5993195 +1549.4,1464.6522,-0.023537416,1701.5099,2930000.0,1722.0,183125.0,,45760.0,0.000176784,0.1,1.5136843 +1544.0,1466.8042,-0.02355602,1700.4049,2940000.0,1729.0,183750.0,,45920.0,0.000176528,0.1,1.4908286 +1539.2,1468.9482,-0.015247867,1700.2882,2950000.0,1735.0,184375.0,,46080.0,0.000176272,0.1,1.526191 +1535.2,1471.0302,-0.013112996,1699.1963,2960000.0,1742.0,185000.0,,46240.0,0.000176016,0.1,1.5666938 +1551.0,1473.234,0.012852813,1699.0847,2970000.0,1748.0,185625.0,,46400.0,0.00017576,0.1,1.614225 +1539.2,1475.284,-0.012839278,1698.0057,2980000.0,1755.0,186250.0,,46560.0,0.000175504,0.1,1.732331 +1537.6,1477.254,-0.016947165,1698.8636,2990000.0,1760.0,186875.0,,46688.0,0.0001752992,0.1,1.6359502 +1536.2,1479.1279,-0.0275801,1697.7928,3000000.0,1767.0,187500.0,,46848.0,0.0001750432,0.1,1.7369958 +1549.6,1480.95,-0.024767065,1697.6875,3010000.0,1773.0,188125.0,,47008.0,0.0001747872,0.1,1.6584007 +1536.2,1482.5939,-0.022230243,1696.6293,3020000.0,1780.0,188750.0,,47168.0,0.0001745312,0.1,1.5764202 +1536.4,1484.3281,-0.017865295,1696.5286,3030000.0,1786.0,189375.0,,47328.0,0.0001742752,0.1,1.5580888 +1530.2,1485.8341,-0.030376814,1696.4286,3040000.0,1792.0,190000.0,,47488.0,0.0001740192,0.1,1.6100566 +1529.0,1487.1702,-0.02835078,1696.3292,3050000.0,1798.0,190625.0,,47648.0,0.0001737632,0.1,1.6962187 +1534.2,1488.5381,-0.029955091,1696.2306,3060000.0,1804.0,191250.0,,47808.0,0.0001735072,0.1,1.6583346 +1525.2,1489.7902,-0.031480856,1695.196,3070000.0,1811.0,191875.0,,47968.0,0.0001732512,0.1,1.6333774 +1521.4,1491.1182,-0.0113216415,1695.1018,3080000.0,1817.0,192500.0,,48096.0,0.0001730464,0.1,1.6357985 +1522.2,1492.4242,-0.029991226,1695.0082,3090000.0,1823.0,193125.0,,48256.0,0.0001727904,0.1,1.6420199 +1512.0,1493.5961,-0.025975345,1694.9153,3100000.0,1829.0,193750.0,,48416.0,0.0001725344,0.1,1.5104733 +1509.4,1494.6982,-0.02104696,1693.8998,3110000.0,1836.0,194375.0,,48576.0,0.0001722784,0.1,1.5821987 +1504.4,1495.7361,-0.021480668,1693.811,3120000.0,1842.0,195000.0,,48736.0,0.0001720224,0.1,1.6103928 +1503.8,1496.7202,-0.02604842,1693.7229,3130000.0,1848.0,195625.0,,48896.0,0.0001717664,0.1,1.5503421 +1495.6,1497.5,-0.013314393,1693.6354,3140000.0,1854.0,196250.0,,49056.0,0.0001715104,0.1,1.5338789 +1500.6,1498.3679,-0.025835281,1692.6383,3150000.0,1861.0,196875.0,,49216.0,0.0001712544,0.1,1.6690457 +1496.8,1499.0999,-0.02252611,1693.4619,3160000.0,1866.0,197500.0,,49344.0,0.0001710496,0.1,1.6570718 +1495.2,1499.8918,-0.020080475,1692.4719,3170000.0,1873.0,198125.0,,49504.0,0.0001707936,0.1,1.6260058 +1510.4,1500.866,-0.025295272,1692.3895,3180000.0,1879.0,198750.0,,49664.0,0.0001705376,0.1,1.5204499 +1526.0,1502.01,-0.02585224,1692.3077,3190000.0,1885.0,199375.0,,49824.0,0.0001702816,0.1,1.4441397 +1533.8,1503.1722,-0.030610764,1692.2263,3200000.0,1891.0,200000.0,,49984.0,0.0001700256,0.1,1.5729659 +1541.0,1504.5061,-0.030974634,1692.1455,3210000.0,1897.0,200625.0,,50144.0,0.0001697696,0.1,1.6123512 +1547.4,1505.8661,-0.013970034,1692.0652,3220000.0,1903.0,201250.0,,50304.0,0.0001695136,0.1,1.5164979 +1562.6,1507.2739,-0.030427866,1691.0995,3230000.0,1910.0,201875.0,,50464.0,0.0001692576,0.1,1.5959449 +1569.0,1508.7881,-0.023972776,1691.023,3240000.0,1916.0,202500.0,,50624.0,0.0001690016,0.1,1.5819463 +1572.4,1510.3181,-0.025812328,1690.9469,3250000.0,1922.0,203125.0,,50752.0,0.0001687968,0.1,1.5027632 +1573.4,1511.862,-0.024348166,1690.8713,3260000.0,1928.0,203750.0,,50912.0,0.0001685408,0.1,1.5790555 +1571.4,1513.3662,-0.02882595,1690.7963,3270000.0,1934.0,204375.0,,51072.0,0.0001682848,0.1,1.4816549 +1581.0,1514.7781,-0.025551772,1690.7217,3280000.0,1940.0,205000.0,,51232.0,0.0001680288,0.1,1.5589547 +1587.6,1516.2021,-0.015519372,1690.6475,3290000.0,1946.0,205625.0,,51392.0,0.0001677728,0.1,1.566613 +1595.2,1517.6602,-0.029491493,1690.5737,3300000.0,1952.0,206250.0,,51552.0,0.0001675168,0.1,1.5702382 +1597.0,1519.2501,-0.030247279,1689.6376,3310000.0,1959.0,206875.0,,51712.0,0.0001672608,0.1,1.6223395 +1602.6,1520.924,-0.025702655,1689.5674,3320000.0,1965.0,207500.0,,51872.0,0.0001670048,0.1,1.522331 +1607.0,1522.6179,-0.022836968,1689.4977,3330000.0,1971.0,208125.0,,52000.0,0.0001668,0.1,1.4720247 +1616.0,1524.4141,-0.014132679,1689.4285,3340000.0,1977.0,208750.0,,52160.0,0.000166544,0.1,1.5126623 +1615.8,1526.174,-0.030478599,1689.3595,3350000.0,1983.0,209375.0,,52320.0,0.000166288,0.1,1.5425304 +1621.0,1528.1221,-0.0257278,1689.2911,3360000.0,1989.0,210000.0,,52480.0,0.000166032,0.1,1.5367241 +1630.2,1530.02,-0.025306387,1688.3767,3370000.0,1996.0,210625.0,,52640.0,0.000165776,0.1,1.5442464 +1639.8,1531.888,-0.010670532,1688.3116,3380000.0,2002.0,211250.0,,52800.0,0.00016552,0.1,1.671907 +1639.4,1533.744,-0.027934723,1688.2471,3390000.0,2008.0,211875.0,,52960.0,0.000165264,0.1,1.6438377 +1631.8,1535.612,-0.027419062,1688.1827,3400000.0,2014.0,212500.0,,53120.0,0.000165008,0.1,1.5095239 +1634.6,1537.4641,-0.020889923,1688.1188,3410000.0,2020.0,213125.0,,53280.0,0.000164752,0.1,1.5720823 +1634.0,1539.42,-0.03125916,1688.0553,3420000.0,2026.0,213750.0,,53408.0,0.0001645472,0.1,1.4870713 +1629.6,1541.314,-0.028494064,1687.9921,3430000.0,2032.0,214375.0,,53568.0,0.0001642912,0.1,1.7313855 +1617.0,1543.0039,-0.028402235,1687.1016,3440000.0,2039.0,215000.0,,53728.0,0.0001640352,0.1,1.5688081 +1612.4,1544.6321,-0.02513351,1687.0415,3450000.0,2045.0,215625.0,,53888.0,0.0001637792,0.1,1.6456246 +1616.6,1546.31,-0.027922053,1686.9819,3460000.0,2051.0,216250.0,,54048.0,0.0001635232,0.1,1.440515 +1613.0,1547.962,-0.024673956,1687.7432,3470000.0,2056.0,216875.0,,54208.0,0.0001632672,0.1,1.629862 +1611.8,1549.552,-0.027847666,1687.6819,3480000.0,2062.0,217500.0,,54368.0,0.0001630112,0.1,1.5974044 +1616.2,1551.106,-0.0059981914,1688.4374,3490000.0,2067.0,218125.0,,54528.0,0.0001627552,0.1,1.645842 +1613.4,1552.6941,-0.028626516,1689.1892,3500000.0,2072.0,218750.0,,54656.0,0.0001625504,0.1,1.6080818 +1614.8,1554.29,-0.011909068,1689.1241,3510000.0,2078.0,219375.0,,54816.0,0.0001622944,0.1,1.6228396 +1603.8,1555.6061,-0.011614213,1689.0594,3520000.0,2084.0,220000.0,,54976.0,0.0001620384,0.1,1.654238 +1601.6,1556.8739,-0.011026059,1689.8037,3530000.0,2089.0,220625.0,,55136.0,0.0001617824,0.1,1.5881772 +1601.6,1558.1378,-0.024695614,1689.7374,3540000.0,2095.0,221250.0,,55296.0,0.0001615264,0.1,1.6333165 +1608.0,1559.5057,-0.013243367,1689.6716,3550000.0,2101.0,221875.0,,55456.0,0.0001612704,0.1,1.5344487 +1599.0,1560.6478,-0.019603044,1689.6061,3560000.0,2107.0,222500.0,,55616.0,0.0001610144,0.1,1.5242717 +1600.2,1561.746,-0.013424311,1689.5409,3570000.0,2113.0,223125.0,,55776.0,0.0001607584,0.1,1.5032439 +1599.2,1562.816,-0.023664592,1689.4762,3580000.0,2119.0,223750.0,,55936.0,0.0001605024,0.1,1.5289457 +1593.6,1563.7761,-0.02441997,1689.4117,3590000.0,2125.0,224375.0,,56064.0,0.0001602976,0.1,1.6165829 +1597.4,1564.5621,0.0037766388,1689.3478,3600000.0,2131.0,225000.0,,56224.0,0.0001600416,0.1,1.5209395 +1589.8,1565.158,-0.025348572,1690.075,3610000.0,2136.0,225625.0,,56384.0,0.0001597856,0.1,1.5501521 +1593.8,1565.8239,-0.019467944,1690.0093,3620000.0,2142.0,226250.0,,56544.0,0.0001595296,0.1,1.6390157 +1591.8,1566.2959,-0.025149383,1690.7312,3630000.0,2147.0,226875.0,,56704.0,0.0001592736,0.1,1.526734 +1589.4,1566.7139,-0.009951878,1690.6642,3640000.0,2153.0,227500.0,,56864.0,0.0001590176,0.1,1.5731757 +1597.8,1567.19,-0.026005438,1690.5975,3650000.0,2159.0,228125.0,,57024.0,0.0001587616,0.1,1.5371864 +1595.6,1567.5919,-0.031567644,1691.3124,3660000.0,2164.0,228750.0,,57184.0,0.0001585056,0.1,1.6163788 +1603.0,1567.9539,-0.01087773,1692.0239,3670000.0,2169.0,229375.0,,57312.0,0.0001583008,0.1,1.6112422 +1597.0,1568.232,-0.0059081493,1691.954,3680000.0,2175.0,230000.0,,57472.0,0.0001580448,0.1,1.576685 +1597.8,1568.568,-0.030966217,1692.6605,3690000.0,2180.0,230625.0,,57632.0,0.0001577888,0.1,1.6529644 +1596.0,1568.918,-0.010224297,1693.3639,3700000.0,2185.0,231250.0,,57792.0,0.0001575328,0.1,1.6355398 +1599.0,1569.2639,-0.03250865,1693.2908,3710000.0,2191.0,231875.0,,57952.0,0.0001572768,0.1,1.6139314 +1595.4,1569.5161,-0.019595778,1693.218,3720000.0,2197.0,232500.0,,58112.0,0.0001570208,0.1,1.5328 +1608.8,1569.862,-0.026300037,1693.9147,3730000.0,2202.0,233125.0,,58272.0,0.0001567648,0.1,1.6129696 +1598.8,1570.1282,-0.013978044,1694.608,3740000.0,2207.0,233750.0,,58432.0,0.0001565088,0.1,1.6831975 +1611.6,1570.48,-0.027542615,1694.5323,3750000.0,2213.0,234375.0,,58592.0,0.0001562528,0.1,1.7236745 +1614.8,1571.006,-0.028662033,1695.221,3760000.0,2218.0,235000.0,,58720.0,0.000156048,0.1,1.6769872 +1619.2,1571.6539,-0.030491302,1695.9064,3770000.0,2223.0,235625.0,,58880.0,0.000155792,0.1,1.673188 +1623.6,1572.2378,-0.022462863,1696.5889,3780000.0,2228.0,236250.0,,59040.0,0.000155536,0.1,1.7651598 +1621.2,1572.8921,-0.03035729,1696.5085,3790000.0,2234.0,236875.0,,59200.0,0.00015528,0.1,1.6791489 +1615.0,1573.61,-0.031527653,1697.1863,3800000.0,2239.0,237500.0,,59360.0,0.000155024,0.1,1.6616403 +1616.6,1574.3319,-0.032700278,1697.861,3810000.0,2244.0,238125.0,,59520.0,0.000154768,0.1,1.6896966 +1607.2,1575.0,-0.0051072985,1698.5327,3820000.0,2249.0,238750.0,,59680.0,0.000154512,0.1,1.6940203 +1604.8,1575.646,-0.0112186335,1698.4479,3830000.0,2255.0,239375.0,,59840.0,0.000154256,0.1,1.6802101 +1596.6,1576.2078,-0.01099604,1699.115,3840000.0,2260.0,240000.0,,60000.0,0.000154,0.1,1.7316382 +1592.4,1576.7518,-0.025713302,1699.7793,3850000.0,2265.0,240625.0,,60128.0,0.0001537952,0.1,1.749156 +1595.8,1577.3718,-0.03155237,1700.4406,3860000.0,2270.0,241250.0,,60288.0,0.0001535392,0.1,1.6897842 +1590.0,1577.9298,-0.029237615,1700.3514,3870000.0,2276.0,241875.0,,60448.0,0.0001532832,0.1,1.6267192 +1590.8,1578.51,-0.02987967,1701.0083,3880000.0,2281.0,242500.0,,60608.0,0.0001530272,0.1,1.638583 +1599.4,1579.1418,-0.021237526,1701.6622,3890000.0,2286.0,243125.0,,60768.0,0.0001527712,0.1,1.6393436 +1597.8,1579.6798,-0.030232595,1701.5707,3900000.0,2292.0,243750.0,,60928.0,0.0001525152,0.1,1.7010937 +1592.8,1580.106,-0.03152127,1702.2203,3910000.0,2297.0,244375.0,,61088.0,0.0001522592,0.1,1.6012732 +1592.6,1580.598,0.0014206832,1702.8671,3920000.0,2302.0,245000.0,,61248.0,0.0001520032,0.1,1.602107 +1586.6,1580.9698,-0.02619389,1703.5111,3930000.0,2307.0,245625.0,,61376.0,0.0001517984,0.1,1.6031065 +1583.4,1581.3639,-0.027629446,1703.4155,3940000.0,2313.0,246250.0,,61536.0,0.0001515424,0.1,1.7247893 +1588.2,1581.854,-0.015681433,1704.0552,3950000.0,2318.0,246875.0,,61696.0,0.0001512864,0.1,1.5971702 +1588.6,1582.388,-0.025921311,1704.6923,3960000.0,2323.0,247500.0,,61856.0,0.0001510304,0.1,1.5416183 +1584.6,1582.7241,-0.020459734,1705.3264,3970000.0,2328.0,248125.0,,62016.0,0.0001507744,0.1,1.6677862 +1581.6,1583.1478,-0.029972471,1705.227,3980000.0,2334.0,248750.0,,62176.0,0.0001505184,0.1,1.6374354 +1580.0,1583.5719,-0.034863733,1705.8572,3990000.0,2339.0,249375.0,,62336.0,0.0001502624,0.1,1.7041668 +1579.2,1584.0018,-0.03024582,1706.4846,4000000.0,2344.0,250000.0,,62496.0,0.0001500064,0.1,1.6165512 +1595.8,1584.4641,-0.030542426,1706.3829,4010000.0,2350.0,250625.0,,62656.0,0.0001497504,0.1,1.6527368 +1594.4,1585.0459,-0.030941624,1707.7316,4020000.0,2354.0,251250.0,,62784.0,0.0001495456,0.1,1.6122117 +1604.4,1585.7261,-0.029698316,1708.351,4030000.0,2359.0,251875.0,,62944.0,0.0001492896,0.1,1.5917883 +1610.4,1586.5281,-0.03319047,1708.2452,4040000.0,2365.0,252500.0,,63104.0,0.0001490336,0.1,1.6659603 +1623.2,1587.4702,-0.03318955,1708.8607,4050000.0,2370.0,253125.0,,63264.0,0.0001487776,0.1,1.652045 +1635.6,1588.484,-0.031534124,1709.4736,4060000.0,2375.0,253750.0,,63424.0,0.0001485216,0.1,1.5598468 +1636.8,1589.6,0.015215088,1709.3658,4070000.0,2381.0,254375.0,,63584.0,0.0001482656,0.1,1.5645964 +1633.0,1590.716,-0.016959054,1709.9749,4080000.0,2386.0,255000.0,,63744.0,0.0001480096,0.1,1.734817 +1636.4,1591.8579,-0.008314994,1709.8662,4090000.0,2392.0,255625.0,,63904.0,0.0001477536,0.1,1.758534 +1632.2,1593.06,-0.03075808,1710.4714,4100000.0,2397.0,256250.0,,64032.0,0.0001475488,0.1,1.6775151 +1630.2,1594.2681,-0.027904123,1711.0741,4110000.0,2402.0,256875.0,,64192.0,0.0001472928,0.1,1.7453258 +1632.4,1595.5481,-0.031419475,1710.9635,4120000.0,2408.0,257500.0,,64352.0,0.0001470368,0.1,1.6467183 +1638.8,1596.898,-0.030896235,1710.8534,4130000.0,2414.0,258125.0,,64512.0,0.0001467808,0.1,1.5819187 +1648.2,1598.4241,-0.026392754,1711.451,4140000.0,2419.0,258750.0,,64672.0,0.0001465248,0.1,1.6516242 +1656.0,1599.978,-0.02879527,1711.3402,4150000.0,2425.0,259375.0,,64832.0,0.0001462688,0.1,1.5949397 +1662.2,1601.6321,-0.028007321,1711.23,4160000.0,2431.0,260000.0,,64992.0,0.0001460128,0.1,1.6067103 +1665.8,1603.338,-0.030695736,1711.8226,4170000.0,2436.0,260625.0,,65152.0,0.0001457568,0.1,1.6540871 +1670.0,1604.9341,-0.031839132,1711.7117,4180000.0,2442.0,261250.0,,65312.0,0.0001455008,0.1,1.6857264 +1673.2,1606.4059,-0.030720467,1711.6013,4190000.0,2448.0,261875.0,,65440.0,0.000145296,0.1,1.6669238 +1678.4,1607.852,-0.03339535,1712.1892,4200000.0,2453.0,262500.0,,65600.0,0.00014504,0.1,1.6354656 +1683.0,1609.272,-0.02917045,1712.0781,4210000.0,2459.0,263125.0,,65760.0,0.000144784,0.1,1.6404058 +1678.4,1610.582,-0.025442446,1711.9675,4220000.0,2465.0,263750.0,,65920.0,0.000144528,0.1,1.5283189 +1678.6,1611.7421,-0.027384184,1712.5507,4230000.0,2470.0,264375.0,,66080.0,0.000144272,0.1,1.5846183 +1682.4,1612.876,-0.026052734,1712.4395,4240000.0,2476.0,265000.0,,66240.0,0.000144016,0.1,1.5596509 +1678.2,1613.934,-0.02868882,1713.0189,4250000.0,2481.0,265625.0,,66400.0,0.00014376,0.1,1.5170615 +1679.6,1614.996,-0.03113202,1712.9071,4260000.0,2487.0,266250.0,,66560.0,0.000143504,0.1,1.5236058 +1679.8,1616.08,-0.029456079,1714.171,4270000.0,2491.0,266875.0,,66688.0,0.0001432992,0.1,1.5897173 +1675.0,1617.02,-0.027434764,1714.0569,4280000.0,2497.0,267500.0,,66848.0,0.0001430432,0.1,1.6549008 +1682.0,1617.9639,-0.028657211,1714.6283,4290000.0,2502.0,268125.0,,67008.0,0.0001427872,0.1,1.5874143 +1687.0,1618.8821,-0.028287021,1715.1974,4300000.0,2507.0,268750.0,,67168.0,0.0001425312,0.1,1.6288811 +1695.0,1619.862,-0.028907094,1715.7643,4310000.0,2512.0,269375.0,,67328.0,0.0001422752,0.1,1.5440403 +1696.4,1620.8,-0.026516054,1715.6473,4320000.0,2518.0,270000.0,,67488.0,0.0001420192,0.1,1.44223 +1701.6,1621.746,-0.011985214,1715.5309,4330000.0,2524.0,270625.0,,67648.0,0.0001417632,0.1,1.5544575 +1702.0,1622.606,-0.025380556,1716.0933,4340000.0,2529.0,271250.0,,67808.0,0.0001415072,0.1,1.5417103 +1696.8,1623.4159,-0.02970007,1715.9763,4350000.0,2535.0,271875.0,,67968.0,0.0001412512,0.1,1.5797368 +1690.2,1624.1079,-0.03251571,1716.5354,4360000.0,2540.0,272500.0,,68096.0,0.0001410464,0.1,1.6431701 +1691.0,1624.716,-0.030046904,1717.0923,4370000.0,2545.0,273125.0,,68256.0,0.0001407904,0.1,1.4840813 +1689.8,1625.2161,-0.026594212,1716.9738,4380000.0,2551.0,273750.0,,68416.0,0.0001405344,0.1,1.4748616 +1689.0,1625.7119,-0.02439149,1716.8557,4390000.0,2557.0,274375.0,,68576.0,0.0001402784,0.1,1.3575671 +1690.0,1626.294,-0.027534924,1717.4083,4400000.0,2562.0,275000.0,,68736.0,0.0001400224,0.1,1.5578369 +1690.4,1626.852,-0.02849424,1717.9587,4410000.0,2567.0,275625.0,,68896.0,0.0001397664,0.1,1.4634929 +1694.6,1627.4581,-0.02775837,1718.507,4420000.0,2572.0,276250.0,,69056.0,0.0001395104,0.1,1.5370158 +1693.2,1628.0941,-0.03132739,1718.3864,4430000.0,2578.0,276875.0,,69216.0,0.0001392544,0.1,1.592758 +1697.4,1628.8981,-0.027975185,1719.5972,4440000.0,2582.0,277500.0,,69344.0,0.0001390496,0.1,1.6742601 +1700.4,1629.7781,-0.028701354,1719.4745,4450000.0,2588.0,278125.0,,69504.0,0.0001387936,0.1,1.5243454 +1704.4,1630.6562,-0.013448088,1720.0154,4460000.0,2593.0,278750.0,,69664.0,0.0001385376,0.1,1.5007056 +1701.6,1631.5422,-0.027300874,1719.8922,4470000.0,2599.0,279375.0,,69824.0,0.0001382816,0.1,1.4721565 +1699.4,1632.4181,-0.025785709,1720.43,4480000.0,2604.0,280000.0,,69984.0,0.0001380256,0.1,1.4478147 +1693.0,1633.1859,-0.026252072,1720.3065,4490000.0,2610.0,280625.0,,70144.0,0.0001377696,0.1,1.3953112 +1697.8,1634.03,-0.026992504,1720.8413,4500000.0,2615.0,281250.0,,70304.0,0.0001375136,0.1,1.469505 +1698.0,1634.862,-0.030046389,1721.374,4510000.0,2620.0,281875.0,,70464.0,0.0001372576,0.1,1.5334444 +1700.4,1635.8281,-0.029301364,1721.9048,4520000.0,2625.0,282500.0,,70624.0,0.0001370016,0.1,1.5231249 +1703.2,1636.8441,-0.028007086,1722.4335,4530000.0,2630.0,283125.0,,70752.0,0.0001367968,0.1,1.5270255 +1704.0,1637.8682,-0.026499115,1722.3065,4540000.0,2636.0,283750.0,,70912.0,0.0001365408,0.1,1.4688079 +1704.2,1638.83,-0.02719197,1722.8323,4550000.0,2641.0,284375.0,,71072.0,0.0001362848,0.1,1.5149157 +1702.2,1639.8622,-0.029368725,1723.356,4560000.0,2646.0,285000.0,,71232.0,0.0001360288,0.1,1.5240684 +1709.2,1640.952,-0.028874097,1723.8778,4570000.0,2651.0,285625.0,,71392.0,0.0001357728,0.1,1.4967405 +1713.6,1642.0961,-0.02759959,1723.7485,4580000.0,2657.0,286250.0,,71552.0,0.0001355168,0.1,1.4690126 +1712.0,1643.28,-0.03053775,1724.2675,4590000.0,2662.0,286875.0,,71712.0,0.0001352608,0.1,1.48441 +1713.8,1644.4441,-0.029525368,1724.7844,4600000.0,2667.0,287500.0,,71872.0,0.0001350048,0.1,1.4685004 +1717.0,1645.716,-0.026356993,1725.2994,4610000.0,2672.0,288125.0,,72000.0,0.0001348,0.1,1.4756248 +1713.0,1646.908,-0.010848248,1725.1681,4620000.0,2678.0,288750.0,,72160.0,0.000134544,0.1,1.5644155 +1711.4,1648.104,-0.027251242,1725.6802,4630000.0,2683.0,289375.0,,72320.0,0.000134288,0.1,1.5922867 +1707.0,1649.28,-0.011268861,1726.1904,4640000.0,2688.0,290000.0,,72480.0,0.000134032,0.1,1.6160984 +1701.4,1650.316,-0.027717628,1726.0579,4650000.0,2694.0,290625.0,,72640.0,0.000133776,0.1,1.415988 +1696.2,1651.322,-0.024250887,1726.5654,4660000.0,2699.0,291250.0,,72800.0,0.00013352,0.1,1.5216029 +1695.2,1652.2443,-0.02971307,1727.071,4670000.0,2704.0,291875.0,,72960.0,0.000133264,0.1,1.4706141 +1690.4,1653.1781,-0.033004005,1727.5747,4680000.0,2709.0,292500.0,,73120.0,0.000133008,0.1,1.5493283 +1690.2,1654.1022,-0.015016034,1727.4402,4690000.0,2715.0,293125.0,,73280.0,0.000132752,0.1,1.4983735 +1701.8,1655.1602,-0.026686035,1727.9412,4700000.0,2720.0,293750.0,,73408.0,0.0001325472,0.1,1.4904976 +1703.6,1656.206,-0.025729317,1728.4403,4710000.0,2725.0,294375.0,,73568.0,0.0001322912,0.1,1.4685255 +1696.4,1657.216,-0.026244184,1728.9377,4720000.0,2730.0,295000.0,,73728.0,0.0001320352,0.1,1.4408879 +1688.6,1658.0139,-0.02802208,1728.8011,4730000.0,2736.0,295625.0,,73888.0,0.0001317792,0.1,1.4109452 +1696.8,1658.9939,-0.013775662,1729.2959,4740000.0,2741.0,296250.0,,74048.0,0.0001315232,0.1,1.5066426 +1691.6,1659.794,-0.029889314,1729.7888,4750000.0,2746.0,296875.0,,74208.0,0.0001312672,0.1,1.5376045 +1692.6,1660.5718,-0.026553309,1730.2799,4760000.0,2751.0,297500.0,,74368.0,0.0001310112,0.1,1.4762303 +1691.4,1661.294,-0.0076509574,1730.1415,4770000.0,2757.0,298125.0,,74528.0,0.0001307552,0.1,1.453465 +1700.4,1662.062,-0.025201991,1730.63,4780000.0,2762.0,298750.0,,74656.0,0.0001305504,0.1,1.4717727 +1701.0,1662.86,-0.028252486,1731.1167,4790000.0,2767.0,299375.0,,74816.0,0.0001302944,0.1,1.4515418 +1691.0,1663.62,-0.029719722,1731.6017,4800000.0,2772.0,300000.0,,74976.0,0.0001300384,0.1,1.4338115 +1694.2,1664.3961,-0.027807308,1731.4614,4810000.0,2778.0,300625.0,,75136.0,0.0001297824,0.1,1.4761236 +1695.6,1665.28,-0.029547838,1731.3219,4820000.0,2784.0,301250.0,,75296.0,0.0001295264,0.1,1.5082545 +1692.8,1666.16,-0.030059226,1731.8035,4830000.0,2789.0,301875.0,,75456.0,0.0001292704,0.1,1.5928069 +1691.6,1667.1099,-0.029544698,1731.6637,4840000.0,2795.0,302500.0,,75616.0,0.0001290144,0.1,1.5968926 +1693.8,1668.1238,-0.032513216,1730.9065,4850000.0,2802.0,303125.0,,75776.0,0.0001287584,0.1,1.5107803 +1699.0,1669.1559,-0.027774457,1730.7693,4860000.0,2808.0,303750.0,,75936.0,0.0001285024,0.1,1.5354424 +1708.2,1670.338,-0.006903907,1730.6326,4870000.0,2814.0,304375.0,,76064.0,0.0001282976,0.1,1.5884032 +1712.8,1671.558,-0.016282637,1730.4965,4880000.0,2820.0,305000.0,,76224.0,0.0001280416,0.1,1.5416763 +1716.8,1672.732,-0.031618655,1729.7489,4890000.0,2827.0,305625.0,,76384.0,0.0001277856,0.1,1.6566589 +1721.8,1673.972,-0.034669094,1729.6152,4900000.0,2833.0,306250.0,,76544.0,0.0001275296,0.1,1.6677095 +1725.8,1675.3019,-0.03160998,1729.4822,4910000.0,2839.0,306875.0,,76704.0,0.0001272736,0.1,1.6046827 +1725.8,1676.6339,-0.028194565,1729.3497,4920000.0,2845.0,307500.0,,76864.0,0.0001270176,0.1,1.4772729 +1727.6,1678.044,-0.031947814,1728.6115,4930000.0,2852.0,308125.0,,77024.0,0.0001267616,0.1,1.679261 +1727.0,1679.48,-0.015313601,1728.4814,4940000.0,2858.0,308750.0,,77184.0,0.0001265056,0.1,1.5924282 +1731.8,1680.9159,-0.029369952,1728.3519,4950000.0,2864.0,309375.0,,77312.0,0.0001263008,0.1,1.5572783 +1727.4,1682.3041,-0.027211111,1728.223,4960000.0,2870.0,310000.0,,77472.0,0.0001260448,0.1,1.5576289 +1727.0,1683.7281,-0.014388492,1728.0946,4970000.0,2876.0,310625.0,,77632.0,0.0001257888,0.1,1.5244291 +1719.8,1685.1101,-0.023751656,1727.3673,4980000.0,2883.0,311250.0,,77792.0,0.0001255328,0.1,1.4262898 +1718.2,1686.4921,-0.030279405,1727.2412,4990000.0,2889.0,311875.0,,77952.0,0.0001252768,0.1,1.6654596 +1723.6,1687.9359,-0.027115427,1727.1157,5000000.0,2895.0,312500.0,,78112.0,0.0001250208,0.1,1.5438954 +1722.4,1689.2021,-0.028117126,1726.9907,5010000.0,2901.0,313125.0,,78272.0,0.0001247648,0.1,1.5019131 +1733.6,1690.5941,-0.030532846,1726.2723,5020000.0,2908.0,313750.0,,78432.0,0.0001245088,0.1,1.6117016 +1734.8,1691.898,-0.018614627,1726.1497,5030000.0,2914.0,314375.0,,78592.0,0.0001242528,0.1,1.5817428 +1722.2,1693.016,-0.029026337,1726.0273,5040000.0,2920.0,315000.0,,78720.0,0.000124048,0.1,1.5119286 +1715.4,1693.9381,-0.026148826,1725.9056,5050000.0,2926.0,315625.0,,78880.0,0.000123792,0.1,1.4888619 +1724.8,1694.83,-0.028154176,1725.196,5060000.0,2933.0,316250.0,,79040.0,0.000123536,0.1,1.620858 +1720.4,1695.6663,-0.0318295,1725.0765,5070000.0,2939.0,316875.0,,79200.0,0.00012328,0.1,1.5123191 +1720.6,1696.542,-0.031061668,1724.3721,5080000.0,2946.0,317500.0,,79360.0,0.000123024,0.1,1.4778836 +1717.2,1697.35,-0.027588699,1724.2548,5090000.0,2952.0,318125.0,,79520.0,0.000122768,0.1,1.5571218 +1722.8,1698.256,-0.026965389,1724.138,5100000.0,2958.0,318750.0,,79680.0,0.000122512,0.1,1.5219932 +1721.8,1699.172,-0.02771265,1723.4402,5110000.0,2965.0,319375.0,,79840.0,0.000122256,0.1,1.5480719 +1720.2,1700.05,-0.027312271,1723.3254,5120000.0,2971.0,320000.0,,80000.0,0.000122,0.1,1.5050654 +1714.0,1700.802,-0.009972225,1723.7903,5130000.0,2976.0,320625.0,,80128.0,0.0001217952,0.1,1.6049678 +1714.8,1701.468,-0.025220938,1723.6754,5140000.0,2982.0,321250.0,,80288.0,0.0001215392,0.1,1.5265498 +1711.8,1702.0261,-0.028773887,1722.9843,5150000.0,2989.0,321875.0,,80448.0,0.0001212832,0.1,1.5230501 +1706.4,1702.468,-0.030036235,1722.8715,5160000.0,2995.0,322500.0,,80608.0,0.0001210272,0.1,1.6291873 +1717.2,1702.982,-0.004537081,1722.759,5170000.0,3001.0,323125.0,,80768.0,0.0001207712,0.1,1.6082702 +1717.4,1703.4559,-0.030196475,1722.6472,5180000.0,3007.0,323750.0,,80928.0,0.0001205152,0.1,1.5528265 +1719.0,1703.9142,-0.028977038,1721.9641,5190000.0,3014.0,324375.0,,81088.0,0.0001202592,0.1,1.4883466 +1723.8,1704.3679,-0.029532822,1721.8542,5200000.0,3020.0,325000.0,,81248.0,0.0001200032,0.1,1.596524 +1724.4,1704.782,-0.02442335,1721.7449,5210000.0,3026.0,325625.0,,81376.0,0.0001197984,0.1,1.5256279 +1714.2,1705.14,-0.02683816,1721.6359,5220000.0,3032.0,326250.0,,81536.0,0.0001195424,0.1,1.5835004 +1713.6,1705.49,-0.031471446,1720.9608,5230000.0,3039.0,326875.0,,81696.0,0.0001192864,0.1,1.5345695 +1708.4,1705.7501,-0.029496819,1720.8539,5240000.0,3045.0,327500.0,,81856.0,0.0001190304,0.1,1.5458621 +1706.4,1706.032,-0.016876487,1720.7473,5250000.0,3051.0,328125.0,,82016.0,0.0001187744,0.1,1.6138511 +1721.2,1706.4481,-0.028572563,1720.0785,5260000.0,3058.0,328750.0,,82176.0,0.0001185184,0.1,1.5131946 +1725.0,1706.9001,-0.027867181,1719.9739,5270000.0,3064.0,329375.0,,82336.0,0.0001182624,0.1,1.4602823 +1720.0,1707.3501,-0.02889093,1719.8698,5280000.0,3070.0,330000.0,,82496.0,0.0001180064,0.1,1.5772593 +1717.6,1707.706,-0.015778797,1719.7659,5290000.0,3076.0,330625.0,,82656.0,0.0001177504,0.1,1.5605576 +1721.0,1708.0459,-0.029161079,1719.6626,5300000.0,3082.0,331250.0,,82784.0,0.0001175456,0.1,1.5400636 +1721.0,1708.3059,-0.015649788,1719.5596,5310000.0,3088.0,331875.0,,82944.0,0.0001172896,0.1,1.6002166 +1719.4,1708.5359,-0.03122442,1718.9015,5320000.0,3095.0,332500.0,,83104.0,0.0001170336,0.1,1.514155 +1721.8,1708.7379,-0.02771942,1718.8004,5330000.0,3101.0,333125.0,,83264.0,0.0001167776,0.1,1.4962339 +1718.8,1708.9059,-0.029514965,1718.6997,5340000.0,3107.0,333750.0,,83424.0,0.0001165216,0.1,1.563961 +1721.4,1709.152,-0.032299213,1718.0475,5350000.0,3114.0,334375.0,,83584.0,0.0001162656,0.1,1.6448667 +1713.8,1709.388,-0.027560074,1717.9487,5360000.0,3120.0,335000.0,,83744.0,0.0001160096,0.1,1.6138035 +1715.6,1709.6339,-0.0037612934,1717.3009,5370000.0,3127.0,335625.0,,83904.0,0.0001157536,0.1,1.6357787 +1714.4,1709.88,-0.030051133,1717.7522,5380000.0,3132.0,336250.0,,84032.0,0.0001155488,0.1,1.4853462 +1707.4,1710.0641,-0.025347413,1717.1073,5390000.0,3139.0,336875.0,,84192.0,0.0001152928,0.1,1.5122299 +1708.4,1710.2482,-0.027759057,1717.0111,5400000.0,3145.0,337500.0,,84352.0,0.0001150368,0.1,1.5215721 +1708.6,1710.43,-0.029294986,1716.3706,5410000.0,3152.0,338125.0,,84512.0,0.0001147808,0.1,1.5030842 +1708.2,1710.566,-0.030618872,1716.2761,5420000.0,3158.0,338750.0,,84672.0,0.0001145248,0.1,1.5912861 +1709.2,1710.7261,-0.014254822,1716.182,5430000.0,3164.0,339375.0,,84832.0,0.0001142688,0.1,1.584126 +1701.8,1710.77,-0.030284034,1715.5471,5440000.0,3171.0,340000.0,,84992.0,0.0001140128,0.1,1.5550559 +1703.2,1710.7981,-0.02487149,1715.4548,5450000.0,3177.0,340625.0,,85152.0,0.0001137568,0.1,1.4924014 +1705.6,1710.81,-0.014538861,1714.8241,5460000.0,3184.0,341250.0,,85312.0,0.0001135008,0.1,1.5996083 +1706.2,1710.8561,-0.03059763,1715.2712,5470000.0,3189.0,341875.0,,85440.0,0.000113296,0.1,1.6606336 +1708.8,1710.95,-0.029192727,1715.1799,5480000.0,3195.0,342500.0,,85600.0,0.00011304,0.1,1.565561 +1711.2,1711.1321,-0.028179578,1714.5533,5490000.0,3202.0,343125.0,,85760.0,0.000112784,0.1,1.4710695 +1716.4,1711.3181,-0.026021883,1714.4639,5500000.0,3208.0,343750.0,,85920.0,0.000112528,0.1,1.4166269 +1724.6,1711.5841,-0.02918202,1714.3746,5510000.0,3214.0,344375.0,,86080.0,0.000112272,0.1,1.4607987 +1722.6,1711.8059,-0.028637426,1714.2858,5520000.0,3220.0,345000.0,,86240.0,0.000112016,0.1,1.5362911 +1719.6,1711.97,-0.02842861,1713.6659,5530000.0,3227.0,345625.0,,86400.0,0.00011176,0.1,1.4390858 +1721.2,1712.1417,-0.028758043,1713.5787,5540000.0,3233.0,346250.0,,86560.0,0.000111504,0.1,1.5206014 +1723.6,1712.3358,-0.0287872,1713.4918,5550000.0,3239.0,346875.0,,86688.0,0.0001112992,0.1,1.4852451 +1722.8,1712.5419,-0.023588983,1713.4053,5560000.0,3245.0,347500.0,,86848.0,0.0001110432,0.1,1.5256748 +1731.6,1712.766,-0.030885633,1713.319,5570000.0,3251.0,348125.0,,87008.0,0.0001107872,0.1,1.6049917 +1731.2,1712.9419,-0.030116985,1713.233,5580000.0,3257.0,348750.0,,87168.0,0.0001105312,0.1,1.6036501 +1732.6,1713.1478,-0.027616577,1712.6226,5590000.0,3264.0,349375.0,,87328.0,0.0001102752,0.1,1.5078397 +1732.2,1713.3319,-0.02733989,1712.5382,5600000.0,3270.0,350000.0,,87488.0,0.0001100192,0.1,1.4885974 +1745.4,1713.6161,-0.030426323,1712.4542,5610000.0,3276.0,350625.0,,87648.0,0.0001097632,0.1,1.5943704 +1746.0,1713.9459,-0.030268598,1711.8489,5620000.0,3283.0,351250.0,,87808.0,0.0001095072,0.1,1.5538077 +1752.6,1714.3579,-0.028958078,1711.7665,5630000.0,3289.0,351875.0,,87968.0,0.0001092512,0.1,1.3954704 +1757.6,1714.8638,-0.028633105,1711.6843,5640000.0,3295.0,352500.0,,88096.0,0.0001090464,0.1,1.4574447 +1758.0,1715.4298,-0.02749135,1711.6025,5650000.0,3301.0,353125.0,,88256.0,0.0001087904,0.1,1.4481785 +1768.2,1716.1499,-0.02324019,1711.521,5660000.0,3307.0,353750.0,,88416.0,0.0001085344,0.1,1.4256413 +1772.8,1716.9259,-0.029043885,1710.9233,5670000.0,3314.0,354375.0,,88576.0,0.0001082784,0.1,1.5508478 +1772.6,1717.7478,-0.02763592,1710.3282,5680000.0,3321.0,355000.0,,88736.0,0.0001080224,0.1,1.5183945 +1773.8,1718.5839,-0.027863136,1710.2495,5690000.0,3327.0,355625.0,,88896.0,0.0001077664,0.1,1.4975983 +1767.4,1719.2399,-0.02946275,1710.171,5700000.0,3333.0,356250.0,,89056.0,0.0001075104,0.1,1.6810048 +1763.8,1719.8419,-0.029112365,1709.5808,5710000.0,3340.0,356875.0,,89216.0,0.0001072544,0.1,1.5164404 +1756.6,1720.4438,-0.02588345,1710.0149,5720000.0,3345.0,357500.0,,89344.0,0.0001070496,0.1,1.5136306 +1755.6,1721.1139,-0.027255686,1709.4272,5730000.0,3352.0,358125.0,,89504.0,0.0001067936,0.1,1.5699515 +1758.6,1721.7317,-0.029206673,1709.3508,5740000.0,3358.0,358750.0,,89664.0,0.0001065376,0.1,1.5358891 +1762.4,1722.44,-0.026089128,1709.2747,5750000.0,3364.0,359375.0,,89824.0,0.0001062816,0.1,1.4862912 +1760.2,1723.1161,0.00050874264,1708.6918,5760000.0,3371.0,360000.0,,89984.0,0.0001060256,0.1,1.5615175 +1760.6,1723.808,-0.028168889,1709.1232,5770000.0,3376.0,360625.0,,90144.0,0.0001057696,0.1,1.6542776 +1757.4,1724.3782,-0.029951282,1708.5427,5780000.0,3383.0,361250.0,,90304.0,0.0001055136,0.1,1.5313456 +1756.6,1724.934,-0.028784502,1708.4686,5790000.0,3389.0,361875.0,,90464.0,0.0001052576,0.1,1.4421568 +1760.0,1725.624,-0.025325594,1707.8916,5800000.0,3396.0,362500.0,,90624.0,0.0001050016,0.1,1.4132974 +1761.0,1726.292,-0.025850495,1708.321,5810000.0,3401.0,363125.0,,90752.0,0.0001047968,0.1,1.3849822 +1761.6,1726.9519,-0.028490989,1707.7465,5820000.0,3408.0,363750.0,,90912.0,0.0001045408,0.1,1.3728821 +1756.0,1727.5841,-0.027623052,1707.6743,5830000.0,3414.0,364375.0,,91072.0,0.0001042848,0.1,1.4724045 +1752.4,1728.192,-0.025316326,1707.1031,5840000.0,3421.0,365000.0,,91232.0,0.0001040288,0.1,1.5387297 +1740.4,1728.6581,-0.02748458,1707.0323,5850000.0,3427.0,365625.0,,91392.0,0.0001037728,0.1,1.6057847 +1740.2,1729.0702,-0.02699716,1706.4647,5860000.0,3434.0,366250.0,,91552.0,0.0001035168,0.1,1.6080633 +1734.8,1729.3363,-0.012719386,1706.3954,5870000.0,3440.0,366875.0,,91712.0,0.0001032608,0.1,1.5785961 +1726.8,1729.4761,0.0029287036,1705.8312,5880000.0,3447.0,367500.0,,91872.0,0.0001030048,0.1,1.6358823 +1714.0,1729.448,-0.026757505,1706.2572,5890000.0,3452.0,368125.0,,92000.0,0.0001028,0.1,1.5371717 +1714.2,1729.3721,-0.026876636,1705.6953,5900000.0,3459.0,368750.0,,92160.0,0.000102544,0.1,1.4933822 +1713.8,1729.2521,-0.027300013,1705.6277,5910000.0,3465.0,369375.0,,92320.0,0.000102288,0.1,1.4974856 +1715.8,1729.152,-0.029487407,1705.5603,5920000.0,3471.0,370000.0,,92480.0,0.000102032,0.1,1.5402024 +1718.4,1729.06,-0.030701702,1705.4933,5930000.0,3477.0,370625.0,,92640.0,0.000101776,0.1,1.5996382 +1721.4,1729.004,-0.028944395,1705.4264,5940000.0,3483.0,371250.0,,92800.0,0.00010152,0.1,1.6102139 +1722.6,1728.912,-0.011761549,1705.3597,5950000.0,3489.0,371875.0,,92960.0,0.000101264,0.1,1.5398688 +1720.4,1728.8422,-0.025169512,1704.8055,5960000.0,3496.0,372500.0,,93120.0,0.000101008,0.1,1.5986593 +1720.4,1728.7762,-0.029730171,1704.7401,5970000.0,3502.0,373125.0,,93280.0,0.000100752,0.1,1.5875485 +1716.0,1728.7379,-0.029763063,1704.675,5980000.0,3508.0,373750.0,,93408.0,0.0001005472,0.1,1.6864579 +1712.4,1728.6802,-0.027834607,1704.6101,5990000.0,3514.0,374375.0,,93568.0,0.0001002912,0.1,1.4598038 +1720.2,1728.6462,-0.028609848,1704.5454,6000000.0,3520.0,375000.0,,93728.0,0.0001000352,0.1,1.5297383 +1719.6,1728.6179,-0.027042972,1703.9977,6010000.0,3527.0,375625.0,,93888.0,9.97792e-05,0.1,1.5362372 +1716.8,1728.45,-0.012146581,1703.9343,6020000.0,3533.0,376250.0,,94048.0,9.95232e-05,0.1,1.6209855 +1714.2,1728.2439,-0.03039855,1703.8711,6030000.0,3539.0,376875.0,,94208.0,9.92672e-05,0.1,1.566803 +1715.0,1728.172,-0.028525451,1703.8082,6040000.0,3545.0,377500.0,,94368.0,9.90112e-05,0.1,1.5338776 +1718.2,1728.2,-0.030132962,1703.7455,6050000.0,3551.0,378125.0,,94528.0,9.87552e-05,0.1,1.6798911 +1719.6,1728.1481,-0.03037256,1703.6829,6060000.0,3557.0,378750.0,,94656.0,9.85504e-05,0.1,1.7054101 +1728.6,1728.2299,-0.03125182,1703.6206,6070000.0,3563.0,379375.0,,94816.0,9.82944e-05,0.1,1.725869 +1729.2,1728.3159,-0.0075510535,1704.0359,6080000.0,3568.0,380000.0,,94976.0,9.80384e-05,0.1,1.5815661 +1730.4,1728.448,-0.027863882,1703.9731,6090000.0,3574.0,380625.0,,95136.0,9.77824e-05,0.1,1.6862445 +1732.2,1728.542,-0.026836855,1703.9106,6100000.0,3580.0,381250.0,,95296.0,9.75264e-05,0.1,1.6134057 +1730.0,1728.624,-0.014594254,1704.3236,6110000.0,3585.0,381875.0,,95456.0,9.72704e-05,0.1,1.6358185 +1731.2,1728.734,-0.030033674,1704.2606,6120000.0,3591.0,382500.0,,95616.0,9.70144e-05,0.1,1.5649718 +1726.8,1728.862,-0.029082661,1704.198,6130000.0,3597.0,383125.0,,95776.0,9.67584e-05,0.1,1.6604018 +1728.8,1729.0021,-0.03167753,1704.1355,6140000.0,3603.0,383750.0,,95936.0,9.65024e-05,0.1,1.7303782 +1730.0,1729.184,-0.015868235,1704.0731,6150000.0,3609.0,384375.0,,96064.0,9.62976e-05,0.1,1.7667394 +1724.4,1729.3639,-0.013218335,1704.0111,6160000.0,3615.0,385000.0,,96224.0,9.60416e-05,0.1,1.5959718 +1723.6,1729.428,-0.024877897,1703.9492,6170000.0,3621.0,385625.0,,96384.0,9.57856e-05,0.1,1.4786844 +1724.0,1729.494,-0.028714985,1703.8875,6180000.0,3627.0,386250.0,,96544.0,9.55296e-05,0.1,1.5890065 +1724.0,1729.544,-0.029269088,1703.826,6190000.0,3633.0,386875.0,,96704.0,9.52736e-05,0.1,1.4667655 +1730.8,1729.6139,-0.027818453,1703.7648,6200000.0,3639.0,387500.0,,96864.0,9.50176e-05,0.1,1.454253 +1735.0,1729.72,-0.027609464,1703.7037,6210000.0,3645.0,388125.0,,97024.0,9.47616e-05,0.1,1.457613 +1731.0,1729.888,-0.031358186,1704.1096,6220000.0,3650.0,388750.0,,97184.0,9.45056e-05,0.1,1.4869919 +1733.4,1730.0859,-0.026109818,1704.0481,6230000.0,3656.0,389375.0,,97312.0,9.43008e-05,0.1,1.5657232 +1734.0,1730.3422,-0.030614771,1703.9869,6240000.0,3662.0,390000.0,,97472.0,9.40448e-05,0.1,1.6653734 +1742.8,1730.706,-0.03283955,1704.3905,6250000.0,3667.0,390625.0,,97632.0,9.37888e-05,0.1,1.6403376 +1742.8,1730.922,-0.03206232,1704.3289,6260000.0,3673.0,391250.0,,97792.0,9.35328e-05,0.1,1.4820166 +1745.8,1731.1299,-0.026950708,1704.2675,6270000.0,3679.0,391875.0,,97952.0,9.32768e-05,0.1,1.5027953 +1750.8,1731.438,-0.029497113,1704.2063,6280000.0,3685.0,392500.0,,98112.0,9.30208e-05,0.1,1.4502871 +1752.2,1731.784,-0.028729392,1704.1453,6290000.0,3691.0,393125.0,,98272.0,9.27648e-05,0.1,1.5383885 +1747.0,1732.044,-0.027649626,1704.5454,6300000.0,3696.0,393750.0,,98432.0,9.25088e-05,0.1,1.4346282 +1750.0,1732.3341,-0.030582597,1704.484,6310000.0,3702.0,394375.0,,98592.0,9.22528e-05,0.1,1.4054029 +1749.8,1732.6382,-0.029119566,1704.8827,6320000.0,3707.0,395000.0,,98720.0,9.2048e-05,0.1,1.4581974 +1753.8,1732.9581,-0.031946324,1704.8209,6330000.0,3713.0,395625.0,,98880.0,9.1792e-05,0.1,1.475103 +1765.8,1733.428,-0.019296248,1704.7594,6340000.0,3719.0,396250.0,,99040.0,9.1536e-05,0.1,1.5763471 +1766.8,1733.8821,-0.031942684,1704.698,6350000.0,3725.0,396875.0,,99200.0,9.128e-05,0.1,1.4977063 +1772.0,1734.4639,-0.024071457,1704.6368,6360000.0,3731.0,397500.0,,99360.0,9.1024e-05,0.1,1.299792 +1771.4,1735.0222,-0.027284931,1704.5758,6370000.0,3737.0,398125.0,,99520.0,9.0768e-05,0.1,1.3046784 +1776.6,1735.644,-0.029215261,1704.5151,6380000.0,3743.0,398750.0,,99680.0,9.0512e-05,0.1,1.5217825 +1781.2,1736.3822,-0.029629633,1704.4545,6390000.0,3749.0,399375.0,,99840.0,9.0256e-05,0.1,1.5170796 +1782.4,1737.1221,-0.025192581,1704.8481,6400000.0,3754.0,400000.0,,100000.0,9e-05,0.1,1.4441807 +1784.8,1737.884,-0.028284186,1704.7872,6410000.0,3760.0,400625.0,,100128.0,8.97952e-05,0.1,1.4650598 +1784.6,1738.6481,-0.02742855,1704.7264,6420000.0,3766.0,401250.0,,100288.0,8.95392e-05,0.1,1.4183419 +1784.6,1739.402,-0.026983155,1704.666,6430000.0,3772.0,401875.0,,100448.0,8.92832e-05,0.1,1.4871236 +1783.0,1740.2139,-0.031450696,1704.6056,6440000.0,3778.0,402500.0,,100608.0,8.90272e-05,0.1,1.485513 +1781.4,1740.996,-0.029249143,1704.5454,6450000.0,3784.0,403125.0,,100768.0,8.87712e-05,0.1,1.3403066 +1781.0,1741.75,-0.023472708,1704.4855,6460000.0,3790.0,403750.0,,100928.0,8.85152e-05,0.1,1.3612988 +1783.0,1742.5181,-0.026108839,1704.4257,6470000.0,3796.0,404375.0,,101088.0,8.82592e-05,0.1,1.4900663 +1784.6,1743.2759,-0.028963666,1704.3661,6480000.0,3802.0,405000.0,,101248.0,8.80032e-05,0.1,1.5966672 +1785.6,1744.02,-0.02965127,1704.7544,6490000.0,3807.0,405625.0,,101376.0,8.77984e-05,0.1,1.5011212 +1783.8,1744.6938,-0.024061177,1704.6945,6500000.0,3813.0,406250.0,,101536.0,8.75424e-05,0.1,1.6521885 +1780.2,1745.25,-0.030558312,1704.6348,6510000.0,3819.0,406875.0,,101696.0,8.72864e-05,0.1,1.4703097 +1787.4,1745.898,-0.026971254,1705.0209,6520000.0,3824.0,407500.0,,101856.0,8.70304e-05,0.1,1.4333086 +1787.6,1746.5781,-0.028559027,1704.9608,6530000.0,3830.0,408125.0,,102016.0,8.67744e-05,0.1,1.5806739 +1784.6,1747.212,-0.028946102,1704.9009,6540000.0,3836.0,408750.0,,102176.0,8.65184e-05,0.1,1.4884477 +1787.8,1747.8539,-0.030888226,1704.8412,6550000.0,3842.0,409375.0,,102336.0,8.62624e-05,0.1,1.4135206 +1786.4,1748.4899,-0.02570423,1705.2249,6560000.0,3847.0,410000.0,,102496.0,8.60064e-05,0.1,1.4070388 +1786.8,1749.0419,-0.024894495,1705.1648,6570000.0,3853.0,410625.0,,102656.0,8.57504e-05,0.1,1.4331911 +1784.0,1749.57,-0.026733443,1705.105,6580000.0,3859.0,411250.0,,102784.0,8.55456e-05,0.1,1.3685757 +1784.0,1750.0839,-0.02532172,1705.0453,6590000.0,3865.0,411875.0,,102944.0,8.52896e-05,0.1,1.3402978 +1787.0,1750.6321,-0.008896446,1704.9858,6600000.0,3871.0,412500.0,,103104.0,8.50336e-05,0.1,1.3932391 +1777.0,1750.948,-0.027870482,1704.9265,6610000.0,3877.0,413125.0,,103264.0,8.47776e-05,0.1,1.4538771 +1777.2,1751.2599,-0.02622213,1705.3065,6620000.0,3882.0,413750.0,,103424.0,8.45216e-05,0.1,1.5381618 +1777.4,1751.5079,-0.031367615,1705.247,6630000.0,3888.0,414375.0,,103584.0,8.42656e-05,0.1,1.482872 +1775.2,1751.6841,-0.027144182,1705.1875,6640000.0,3894.0,415000.0,,103744.0,8.40096e-05,0.1,1.3910706 +1775.8,1751.862,-0.01899536,1705.1282,6650000.0,3900.0,415625.0,,103904.0,8.37536e-05,0.1,1.3120906 +1772.0,1751.9,-0.023893401,1705.5057,6660000.0,3905.0,416250.0,,104032.0,8.35488e-05,0.1,1.3524446 +1772.0,1751.8918,-0.025285672,1705.4462,6670000.0,3911.0,416875.0,,104192.0,8.32928e-05,0.1,1.3348882 +1771.6,1751.8818,-0.02499686,1705.3867,6680000.0,3917.0,417500.0,,104352.0,8.30368e-05,0.1,1.3790131 +1771.2,1751.8561,-0.027005577,1705.3275,6690000.0,3923.0,418125.0,,104512.0,8.27808e-05,0.1,1.4492116 +1770.6,1751.888,-0.029799832,1705.2686,6700000.0,3929.0,418750.0,,104672.0,8.25248e-05,0.1,1.504488 +1771.2,1751.9619,-0.029240936,1705.2097,6710000.0,3935.0,419375.0,,104832.0,8.22688e-05,0.1,1.4565134 +1776.8,1752.164,-0.024883864,1705.151,6720000.0,3941.0,420000.0,,104992.0,8.20128e-05,0.1,1.4488653 +1776.2,1752.37,-0.023890324,1704.6606,6730000.0,3948.0,420625.0,,105152.0,8.17568e-05,0.1,1.4221233 +1765.2,1752.436,-0.024990413,1704.6029,6740000.0,3954.0,421250.0,,105312.0,8.15008e-05,0.1,1.2874539 +1765.6,1752.468,-0.022996029,1704.976,6750000.0,3959.0,421875.0,,105440.0,8.1296e-05,0.1,1.4579606 +1770.2,1752.568,-0.023638584,1704.9181,6760000.0,3965.0,422500.0,,105600.0,8.104e-05,0.1,1.1660451 +1769.2,1752.6539,-0.022881795,1704.8602,6770000.0,3971.0,423125.0,,105760.0,8.0784e-05,0.1,1.3193728 +1775.4,1752.8341,-0.0237556,1704.8026,6780000.0,3977.0,423750.0,,105920.0,8.0528e-05,0.1,1.3804295 +1775.6,1753.024,-0.026948359,1704.7451,6790000.0,3983.0,424375.0,,106080.0,8.0272e-05,0.1,1.4103851 +1778.8,1753.2119,-0.026504971,1704.6879,6800000.0,3989.0,425000.0,,106240.0,8.0016e-05,0.1,1.5191267 +1778.2,1753.384,0.0065147057,1704.6307,6810000.0,3995.0,425625.0,,106400.0,7.976e-05,0.1,1.5943942 +1777.8,1753.5458,-0.003376679,1704.5739,6820000.0,4001.0,426250.0,,106560.0,7.9504e-05,0.1,1.5178254 +1778.0,1753.766,-0.02775758,1704.9426,6830000.0,4006.0,426875.0,,106688.0,7.92992e-05,0.1,1.5233566 +1776.6,1754.0078,-0.024386166,1704.8854,6840000.0,4012.0,427500.0,,106848.0,7.90432e-05,0.1,1.4534273 +1776.2,1754.366,-0.026605045,1705.2527,6850000.0,4017.0,428125.0,,107008.0,7.87872e-05,0.1,1.2934983 +1774.0,1754.7039,-0.021850044,1705.1951,6860000.0,4023.0,428750.0,,107168.0,7.85312e-05,0.1,1.3146355 +1774.2,1755.098,-0.022981856,1705.1377,6870000.0,4029.0,429375.0,,107328.0,7.82752e-05,0.1,1.3012902 +1776.4,1755.5941,-0.023172839,1705.0806,6880000.0,4035.0,430000.0,,107488.0,7.80192e-05,0.1,1.3095164 +1782.2,1756.2761,-0.026883682,1705.0236,6890000.0,4041.0,430625.0,,107648.0,7.77632e-05,0.1,1.3235846 +1779.4,1756.9281,-0.027355991,1705.3881,6900000.0,4046.0,431250.0,,107808.0,7.75072e-05,0.1,1.4369435 +1774.6,1757.5361,-0.027763,1705.3307,6910000.0,4052.0,431875.0,,107968.0,7.72512e-05,0.1,1.5397092 +1774.6,1758.1239,0.011501848,1705.2736,6920000.0,4058.0,432500.0,,108096.0,7.70464e-05,0.1,1.4009362 +1763.6,1758.5759,-0.027228571,1705.2166,6930000.0,4064.0,433125.0,,108256.0,7.67904e-05,0.1,1.4738917 +1761.2,1758.9738,-0.024922132,1705.5787,6940000.0,4069.0,433750.0,,108416.0,7.65344e-05,0.1,1.5290632 +1761.0,1759.3579,-0.022819959,1705.5215,6950000.0,4075.0,434375.0,,108576.0,7.62784e-05,0.1,1.2847941 +1772.4,1759.8779,-0.0221963,1705.4644,6960000.0,4081.0,435000.0,,108736.0,7.60224e-05,0.1,1.2912513 +1768.6,1760.3601,-0.025902256,1705.4073,6970000.0,4087.0,435625.0,,108896.0,7.57664e-05,0.1,1.4423321 +1765.6,1760.856,-0.026599832,1705.3506,6980000.0,4093.0,436250.0,,109056.0,7.55104e-05,0.1,1.3711708 +1765.4,1761.386,-0.026431605,1705.294,6990000.0,4099.0,436875.0,,109216.0,7.52544e-05,0.1,1.3022554 +1761.0,1761.794,-0.02504947,1705.6531,7000000.0,4104.0,437500.0,,109344.0,7.50496e-05,0.1,1.318466 +1760.0,1762.198,-0.025589967,1705.5961,7010000.0,4110.0,438125.0,,109504.0,7.47936e-05,0.1,1.4109142 +1760.0,1762.63,-0.02567811,1705.5393,7020000.0,4116.0,438750.0,,109664.0,7.45376e-05,0.1,1.4112694 +1759.8,1763.0859,-0.028066661,1705.4828,7030000.0,4122.0,439375.0,,109824.0,7.42816e-05,0.1,1.5364838 +1760.2,1763.538,-0.028322313,1705.4264,7040000.0,4128.0,440000.0,,109984.0,7.40256e-05,0.1,1.4187219 +1761.0,1763.966,-0.027007211,1705.3701,7050000.0,4134.0,440625.0,,110144.0,7.37696e-05,0.1,1.3736318 +1762.6,1764.396,-0.0054864576,1705.314,7060000.0,4140.0,441250.0,,110304.0,7.35136e-05,0.1,1.3851241 +1767.6,1764.7858,-0.026009798,1705.6694,7070000.0,4145.0,441875.0,,110464.0,7.32576e-05,0.1,1.4606946 +1763.6,1765.1296,-0.026799444,1705.6132,7080000.0,4151.0,442500.0,,110624.0,7.30016e-05,0.1,1.4290775 +1765.0,1765.4758,-0.024262782,1705.9673,7090000.0,4156.0,443125.0,,110752.0,7.27968e-05,0.1,1.3776375 +1769.0,1765.8439,-0.024940914,1705.9106,7100000.0,4162.0,443750.0,,110912.0,7.25408e-05,0.1,1.5031651 +1768.0,1766.2239,-0.025680145,1705.8541,7110000.0,4168.0,444375.0,,111072.0,7.22848e-05,0.1,1.4568384 +1768.0,1766.592,-0.023345657,1705.7979,7120000.0,4174.0,445000.0,,111232.0,7.20288e-05,0.1,1.518829 +1773.8,1767.0619,-0.026090953,1705.7416,7130000.0,4180.0,445625.0,,111392.0,7.17728e-05,0.1,1.4559778 +1772.4,1767.4979,-0.026438182,1705.6857,7140000.0,4186.0,446250.0,,111552.0,7.15168e-05,0.1,1.4957069 +1783.4,1768.032,-0.025308518,1706.0367,7150000.0,4191.0,446875.0,,111712.0,7.12608e-05,0.1,1.4804792 +1781.6,1768.604,-0.026856873,1705.9805,7160000.0,4197.0,447500.0,,111872.0,7.10048e-05,0.1,1.4423621 +1781.0,1769.1781,-0.024589473,1705.9243,7170000.0,4203.0,448125.0,,112000.0,7.08e-05,0.1,1.4325458 +1780.4,1769.7421,-0.02564691,1705.8684,7180000.0,4209.0,448750.0,,112160.0,7.0544e-05,0.1,1.4724836 +1783.4,1770.336,-0.026089838,1705.8126,7190000.0,4215.0,449375.0,,112320.0,7.0288e-05,0.1,1.466654 +1784.0,1770.8682,-0.027418159,1705.757,7200000.0,4221.0,450000.0,,112480.0,7.0032e-05,0.1,1.5321125 +1786.4,1771.3822,-0.026626093,1705.7014,7210000.0,4227.0,450625.0,,112640.0,6.9776e-05,0.1,1.4530934 +1793.6,1772.0082,-0.020008238,1705.6461,7220000.0,4233.0,451250.0,,112800.0,6.952e-05,0.1,1.6374922 +1790.6,1772.58,-0.025806146,1705.591,7230000.0,4239.0,451875.0,,112960.0,6.9264e-05,0.1,1.5454898 +1791.0,1773.15,-0.02792868,1705.5359,7240000.0,4245.0,452500.0,,113120.0,6.9008e-05,0.1,1.4533606 +1790.0,1773.6218,-0.024819616,1705.4811,7250000.0,4251.0,453125.0,,113280.0,6.8752e-05,0.1,1.4857593 +1790.8,1774.102,-0.022890395,1705.827,7260000.0,4256.0,453750.0,,113408.0,6.85472e-05,0.1,1.369782 +1792.8,1774.5719,-0.025653671,1705.772,7270000.0,4262.0,454375.0,,113568.0,6.82912e-05,0.1,1.4719126 +1792.4,1774.9882,-0.023799814,1706.1167,7280000.0,4267.0,455000.0,,113728.0,6.80352e-05,0.1,1.4074948 +1797.0,1775.4359,-0.011874166,1706.0613,7290000.0,4273.0,455625.0,,113888.0,6.77792e-05,0.1,1.4451404 +1802.6,1775.9921,-0.02915108,1706.0061,7300000.0,4279.0,456250.0,,114048.0,6.75232e-05,0.1,1.5265688 +1796.0,1776.4521,-0.024529262,1705.951,7310000.0,4285.0,456875.0,,114208.0,6.72672e-05,0.1,1.4869866 +1794.8,1776.902,-0.025177699,1705.8961,7320000.0,4291.0,457500.0,,114368.0,6.70112e-05,0.1,1.4629676 +1793.6,1777.2998,-0.02652375,1706.2384,7330000.0,4296.0,458125.0,,114528.0,6.67552e-05,0.1,1.5543394 +1798.2,1777.6239,-0.026304899,1706.5798,7340000.0,4301.0,458750.0,,114656.0,6.65504e-05,0.1,1.483846 +1798.0,1777.9359,-0.02924103,1706.5243,7350000.0,4307.0,459375.0,,114816.0,6.62944e-05,0.1,1.4745036 +1797.2,1778.1881,-0.025610834,1706.4689,7360000.0,4313.0,460000.0,,114976.0,6.60384e-05,0.1,1.3918581 +1800.2,1778.4761,-0.019816684,1706.4136,7370000.0,4319.0,460625.0,,115136.0,6.57824e-05,0.1,1.5988288 +1800.0,1778.71,-0.02770474,1706.3584,7380000.0,4325.0,461250.0,,115296.0,6.55264e-05,0.1,1.4740815 +1795.8,1778.856,-0.028025249,1706.6975,7390000.0,4330.0,461875.0,,115456.0,6.52704e-05,0.1,1.4311714 +1796.6,1778.9978,-0.02858351,1706.6421,7400000.0,4336.0,462500.0,,115616.0,6.50144e-05,0.1,1.4500871 +1790.4,1779.054,-0.030271798,1706.5868,7410000.0,4342.0,463125.0,,115776.0,6.47584e-05,0.1,1.5877017 +1786.8,1779.0759,-0.028597971,1706.5317,7420000.0,4348.0,463750.0,,115936.0,6.45024e-05,0.1,1.5069898 +1785.8,1779.088,-0.029593224,1706.8688,7430000.0,4353.0,464375.0,,116064.0,6.42976e-05,0.1,1.5670378 +1779.2,1779.05,-0.025023999,1706.8135,7440000.0,4359.0,465000.0,,116224.0,6.40416e-05,0.1,1.4312788 +1782.0,1779.0559,-0.011582489,1706.7583,7450000.0,4365.0,465625.0,,116384.0,6.37856e-05,0.1,1.4699786 +1782.0,1779.0659,-0.026383424,1706.7032,7460000.0,4371.0,466250.0,,116544.0,6.35296e-05,0.1,1.4888935 +1781.4,1779.0502,-0.026091047,1706.6484,7470000.0,4377.0,466875.0,,116704.0,6.32736e-05,0.1,1.4816163 +1781.0,1779.014,-0.027435135,1706.5936,7480000.0,4383.0,467500.0,,116864.0,6.30176e-05,0.1,1.4288826 +1779.2,1778.9502,-0.004919051,1706.5391,7490000.0,4389.0,468125.0,,117024.0,6.27616e-05,0.1,1.5810952 +1773.0,1778.842,-0.0263349,1706.4846,7500000.0,4395.0,468750.0,,117184.0,6.25056e-05,0.1,1.3951693 +1773.4,1778.774,-0.02564201,1706.8182,7510000.0,4400.0,469375.0,,117312.0,6.23008e-05,0.1,1.5048248 +1776.2,1778.6622,-0.026326919,1706.7635,7520000.0,4406.0,470000.0,,117472.0,6.20448e-05,0.1,1.5750567 +1778.0,1778.566,-0.028771766,1706.709,7530000.0,4412.0,470625.0,,117632.0,6.17888e-05,0.1,1.5493245 +1770.4,1778.4242,-0.02830132,1706.6545,7540000.0,4418.0,471250.0,,117792.0,6.15328e-05,0.1,1.6025783 +1771.2,1778.2582,-0.028804194,1706.6003,7550000.0,4424.0,471875.0,,117952.0,6.12768e-05,0.1,1.5032291 +1770.4,1778.0981,-0.02556966,1706.1611,7560000.0,4431.0,472500.0,,118112.0,6.10208e-05,0.1,1.5639079 +1767.8,1777.9081,-0.027407095,1706.1078,7570000.0,4437.0,473125.0,,118272.0,6.07648e-05,0.1,1.5434575 +1768.2,1777.7501,-0.006151628,1706.0544,7580000.0,4443.0,473750.0,,118432.0,6.05088e-05,0.1,1.5955827 +1757.8,1777.4879,-0.026077911,1706.0013,7590000.0,4449.0,474375.0,,118592.0,6.02528e-05,0.1,1.4847336 +1759.2,1777.21,-0.008588296,1706.3314,7600000.0,4454.0,475000.0,,118720.0,6.0048e-05,0.1,1.4840865 +1764.0,1777.0802,-0.02670049,1706.2781,7610000.0,4460.0,475625.0,,118880.0,5.9792e-05,0.1,1.4967239 +1755.8,1776.866,-0.002840072,1706.2249,7620000.0,4466.0,476250.0,,119040.0,5.9536e-05,0.1,1.5901928 +1758.6,1776.6779,-0.018172882,1706.1718,7630000.0,4472.0,476875.0,,119200.0,5.928e-05,0.1,1.5765679 +1757.6,1776.5017,-0.015239942,1706.4999,7640000.0,4477.0,477500.0,,119360.0,5.9024e-05,0.1,1.566777 +1757.0,1776.314,-0.02553623,1706.066,7650000.0,4484.0,478125.0,,119520.0,5.8768e-05,0.1,1.4322863 +1756.4,1776.1578,-0.025391266,1706.0133,7660000.0,4490.0,478750.0,,119680.0,5.8512e-05,0.1,1.4492005 +1757.0,1776.0079,-0.0111966785,1705.9608,7670000.0,4496.0,479375.0,,119840.0,5.8256e-05,0.1,1.3481383 +1748.4,1775.7761,-0.021800866,1705.9084,7680000.0,4502.0,480000.0,,120000.0,5.8e-05,0.1,1.3362617 +1751.2,1775.576,-0.024094343,1706.2347,7690000.0,4507.0,480625.0,,120128.0,5.77952e-05,0.1,1.2897589 +1750.8,1775.3779,-0.022250837,1706.1821,7700000.0,4513.0,481250.0,,120288.0,5.75392e-05,0.1,1.4131018 +1751.8,1775.1841,-0.024579428,1706.1296,7710000.0,4519.0,481875.0,,120448.0,5.72832e-05,0.1,1.4584403 +1757.8,1774.994,-0.027876126,1706.4545,7720000.0,4524.0,482500.0,,120608.0,5.70272e-05,0.1,1.4417233 +1757.6,1774.808,-0.026698602,1706.4017,7730000.0,4530.0,483125.0,,120768.0,5.67712e-05,0.1,1.483408 +1757.6,1774.7319,-0.025437364,1706.7255,7740000.0,4535.0,483750.0,,120928.0,5.65152e-05,0.1,1.4230134 +1758.6,1774.6619,-0.027822703,1706.6725,7750000.0,4541.0,484375.0,,121088.0,5.62592e-05,0.1,1.393017 +1771.0,1774.6698,-0.022815188,1706.9951,7760000.0,4546.0,485000.0,,121248.0,5.60032e-05,0.1,1.384723 +1771.8,1774.6959,-0.025061125,1707.317,7770000.0,4551.0,485625.0,,121376.0,5.57984e-05,0.1,1.2988143 +1771.8,1774.66,-0.0061270725,1707.2635,7780000.0,4557.0,486250.0,,121536.0,5.55424e-05,0.1,1.4296608 +1777.4,1774.6781,-0.019838408,1707.2102,7790000.0,4563.0,486875.0,,121696.0,5.52864e-05,0.1,1.4426076 +1773.0,1774.62,-0.023891533,1707.157,7800000.0,4569.0,487500.0,,121856.0,5.50304e-05,0.1,1.4771154 +1776.2,1774.6001,-0.024312481,1707.1039,7810000.0,4575.0,488125.0,,122016.0,5.47744e-05,0.1,1.42269 +1781.0,1774.6322,-0.028730035,1707.0509,7820000.0,4581.0,488750.0,,122176.0,5.45184e-05,0.1,1.6486647 +1784.6,1774.698,-0.0054608705,1706.998,7830000.0,4587.0,489375.0,,122336.0,5.42624e-05,0.1,1.5635384 +1789.0,1774.822,-0.022518788,1707.317,7840000.0,4592.0,490000.0,,122496.0,5.40064e-05,0.1,1.3852289 +1788.8,1774.948,-0.023148362,1707.264,7850000.0,4598.0,490625.0,,122656.0,5.37504e-05,0.1,1.3205099 +1792.6,1775.1339,-0.021600652,1707.582,7860000.0,4603.0,491250.0,,122784.0,5.35456e-05,0.1,1.3445978 +1794.4,1775.336,-0.024813589,1707.5288,7870000.0,4609.0,491875.0,,122944.0,5.32896e-05,0.1,1.4614285 +1802.4,1775.5961,-0.011102767,1707.4756,7880000.0,4615.0,492500.0,,123104.0,5.30336e-05,0.1,1.4761426 +1798.6,1775.76,-0.0054566963,1707.4226,7890000.0,4621.0,493125.0,,123264.0,5.27776e-05,0.1,1.4283966 +1796.0,1775.9263,-0.011097279,1707.7389,7900000.0,4626.0,493750.0,,123424.0,5.25216e-05,0.1,1.5013936 +1796.6,1776.146,-0.025116106,1707.6857,7910000.0,4632.0,494375.0,,123584.0,5.22656e-05,0.1,1.4167457 +1797.0,1776.37,-0.028791035,1707.6326,7920000.0,4638.0,495000.0,,123744.0,5.20096e-05,0.1,1.5101373 +1793.0,1776.664,-0.026325459,1707.5797,7930000.0,4644.0,495625.0,,123904.0,5.17536e-05,0.1,1.3928787 +1794.6,1776.9979,-0.028008366,1707.8942,7940000.0,4649.0,496250.0,,124032.0,5.15488e-05,0.1,1.488852 +1790.4,1777.2922,-0.025148999,1707.8411,7950000.0,4655.0,496875.0,,124192.0,5.12928e-05,0.1,1.4293114 +1790.6,1777.4741,-0.0126413135,1707.7881,7960000.0,4661.0,497500.0,,124352.0,5.10368e-05,0.1,1.3441509 +1790.4,1777.692,-0.023436941,1707.7351,7970000.0,4667.0,498125.0,,124512.0,5.07808e-05,0.1,1.3721173 +1788.0,1777.9161,-0.02628823,1707.6824,7980000.0,4673.0,498750.0,,124672.0,5.05248e-05,0.1,1.3415899 +1787.6,1778.1378,-0.026696108,1707.6299,7990000.0,4679.0,499375.0,,124832.0,5.02688e-05,0.1,1.4155195 +1787.8,1778.4059,-0.023243703,1707.9419,8000000.0,4684.0,500000.0,,124992.0,5.00128e-05,0.1,1.3621497 +1787.8,1778.684,-0.020492418,1707.8892,8010000.0,4690.0,500625.0,,125152.0,4.97568e-05,0.1,1.3137732 +1793.6,1779.0199,-0.006915177,1707.8364,8020000.0,4696.0,501250.0,,125312.0,4.95008e-05,0.1,1.4255106 +1789.0,1779.3119,-0.023955038,1708.1472,8030000.0,4701.0,501875.0,,125440.0,4.9296e-05,0.1,1.398593 +1791.4,1779.6239,-0.022847805,1708.0944,8040000.0,4707.0,502500.0,,125600.0,4.904e-05,0.1,1.3916245 +1791.6,1779.93,-0.02197238,1708.0416,8050000.0,4713.0,503125.0,,125760.0,4.8784e-05,0.1,1.3916776 +1791.4,1780.2181,-0.021275612,1707.989,8060000.0,4719.0,503750.0,,125920.0,4.8528e-05,0.1,1.3160896 +1795.6,1780.4982,-0.024198629,1708.2981,8070000.0,4724.0,504375.0,,126080.0,4.8272e-05,0.1,1.3682551 +1795.8,1780.82,-0.025427245,1708.2452,8080000.0,4730.0,505000.0,,126240.0,4.8016e-05,0.1,1.3538862 +1801.2,1781.182,-0.023455095,1708.1926,8090000.0,4736.0,505625.0,,126400.0,4.776e-05,0.1,1.3970641 +1801.6,1781.5079,-0.022080071,1708.14,8100000.0,4742.0,506250.0,,126560.0,4.7504e-05,0.1,1.2827144 +1806.2,1781.8901,-0.023696601,1708.4474,8110000.0,4747.0,506875.0,,126688.0,4.72992e-05,0.1,1.3377993 +1815.4,1782.3643,-0.021671752,1708.3947,8120000.0,4753.0,507500.0,,126848.0,4.70432e-05,0.1,1.3584883 +1818.4,1782.8102,-0.025687058,1708.7012,8130000.0,4758.0,508125.0,,127008.0,4.67872e-05,0.1,1.3827295 +1818.6,1783.2722,-0.025717974,1708.6482,8140000.0,4764.0,508750.0,,127168.0,4.65312e-05,0.1,1.3875431 +1822.4,1783.6622,-0.022814363,1708.5953,8150000.0,4770.0,509375.0,,127328.0,4.62752e-05,0.1,1.3619523 +1818.6,1784.032,-0.021287577,1708.5427,8160000.0,4776.0,510000.0,,127488.0,4.60192e-05,0.1,1.3449683 +1818.4,1784.4059,-0.023414496,1708.4901,8170000.0,4782.0,510625.0,,127648.0,4.57632e-05,0.1,1.3865156 +1822.0,1784.822,-0.022093123,1708.4377,8180000.0,4788.0,511250.0,,127808.0,4.55072e-05,0.1,1.2642584 +1814.2,1785.13,-0.02282313,1708.742,8190000.0,4793.0,511875.0,,127968.0,4.52512e-05,0.1,1.3014176 +1813.6,1785.4259,-0.025104074,1708.6893,8200000.0,4799.0,512500.0,,128096.0,4.50464e-05,0.1,1.3569078 +1811.8,1785.68,-0.0253217,1708.6368,8210000.0,4805.0,513125.0,,128256.0,4.47904e-05,0.1,1.4119695 +1812.2,1785.866,-0.024042334,1708.9397,8220000.0,4810.0,513750.0,,128416.0,4.45344e-05,0.1,1.3954759 +1812.2,1786.082,-0.024737384,1708.8871,8230000.0,4816.0,514375.0,,128576.0,4.42784e-05,0.1,1.333837 +1811.8,1786.29,-0.011253206,1708.8345,8240000.0,4822.0,515000.0,,128736.0,4.40224e-05,0.1,1.4273446 +1802.8,1786.4181,-0.020972284,1708.7821,8250000.0,4828.0,515625.0,,128896.0,4.37664e-05,0.1,1.3524643 +1804.6,1786.5559,-0.02374809,1708.7299,8260000.0,4834.0,516250.0,,129056.0,4.35104e-05,0.1,1.5211325 +1799.0,1786.6178,-0.02232608,1708.6777,8270000.0,4840.0,516875.0,,129216.0,4.32544e-05,0.1,1.3886948 +1799.2,1786.6859,-0.024225581,1708.6256,8280000.0,4846.0,517500.0,,129344.0,4.30496e-05,0.1,1.4359885 +1799.0,1786.7059,-0.02316491,1708.5737,8290000.0,4852.0,518125.0,,129504.0,4.27936e-05,0.1,1.2154143 +1799.2,1786.672,-0.015095707,1708.522,8300000.0,4858.0,518750.0,,129664.0,4.25376e-05,0.1,1.2860945 +1799.8,1786.7102,-0.021989446,1708.4703,8310000.0,4864.0,519375.0,,129824.0,4.22816e-05,0.1,1.3797987 +1799.4,1786.756,-0.024350917,1708.419,8320000.0,4870.0,520000.0,,129984.0,4.20256e-05,0.1,1.4026107 +1797.8,1786.798,-0.021487124,1708.3676,8330000.0,4876.0,520625.0,,130144.0,4.17696e-05,0.1,1.4709989 +1797.0,1786.7859,-0.023354849,1708.3163,8340000.0,4882.0,521250.0,,130304.0,4.15136e-05,0.1,1.3502104 +1799.2,1786.7981,-0.023930162,1708.2651,8350000.0,4888.0,521875.0,,130464.0,4.12576e-05,0.1,1.3901887 +1799.0,1786.8159,-0.021560745,1708.5632,8360000.0,4893.0,522500.0,,130624.0,4.10016e-05,0.1,1.4660976 +1797.6,1786.79,-0.022043262,1708.512,8370000.0,4899.0,523125.0,,130752.0,4.07968e-05,0.1,1.4503992 +1796.4,1786.7539,-0.023123737,1708.4607,8380000.0,4905.0,523750.0,,130912.0,4.05408e-05,0.1,1.373405 +1801.4,1786.81,-0.023645721,1708.4097,8390000.0,4911.0,524375.0,,131072.0,4.02848e-05,0.1,1.3059185 +1802.6,1786.87,-0.021908265,1708.3588,8400000.0,4917.0,525000.0,,131232.0,4.00288e-05,0.1,1.2994189 +1810.2,1787.0681,-0.021448016,1708.308,8410000.0,4923.0,525625.0,,131392.0,3.97728e-05,0.1,1.3000784 +1811.0,1787.3102,-0.022832861,1708.2572,8420000.0,4929.0,526250.0,,131552.0,3.95168e-05,0.1,1.3370008 +1811.2,1787.5641,-0.022817178,1708.2067,8430000.0,4935.0,526875.0,,131712.0,3.92608e-05,0.1,1.4121101 +1815.0,1787.9222,-0.020544592,1708.1562,8440000.0,4941.0,527500.0,,131872.0,3.90048e-05,0.1,1.3878602 +1814.6,1788.2479,-0.020903934,1708.4513,8450000.0,4946.0,528125.0,,132000.0,3.88e-05,0.1,1.4213481 +1814.4,1788.572,-0.022629721,1708.4006,8460000.0,4952.0,528750.0,,132160.0,3.8544e-05,0.1,1.3961802 +1814.0,1788.898,-0.0022405027,1708.3501,8470000.0,4958.0,529375.0,,132320.0,3.8288e-05,0.1,1.4835443 +1819.2,1789.28,-0.020310763,1708.6439,8480000.0,4963.0,530000.0,,132480.0,3.8032e-05,0.1,1.4352663 +1826.4,1789.7521,-0.021056864,1708.5933,8490000.0,4969.0,530625.0,,132640.0,3.7776e-05,0.1,1.3193177 +1826.8,1790.29,-0.022463376,1708.8862,8500000.0,4974.0,531250.0,,132800.0,3.752e-05,0.1,1.3266165 +1826.2,1790.818,-0.022386504,1708.8353,8510000.0,4980.0,531875.0,,132960.0,3.7264e-05,0.1,1.3304859 +1824.6,1791.3019,-0.021592926,1708.7845,8520000.0,4986.0,532500.0,,133120.0,3.7008e-05,0.1,1.3363291 +1824.6,1791.7678,-0.016984757,1708.734,8530000.0,4992.0,533125.0,,133280.0,3.6752e-05,0.1,1.245768 +1825.2,1792.3159,-0.02326162,1709.0254,8540000.0,4997.0,533750.0,,133408.0,3.65472e-05,0.1,1.2757137 +1827.0,1792.8739,-0.02095606,1708.9746,8550000.0,5003.0,534375.0,,133568.0,3.62912e-05,0.1,1.2926338 +1826.0,1793.4298,-0.021461895,1708.5829,8560000.0,5010.0,535000.0,,133728.0,3.60352e-05,0.1,1.2959104 +1826.2,1794.014,-0.020400548,1708.5327,8570000.0,5016.0,535625.0,,133888.0,3.57792e-05,0.1,1.4658663 +1826.6,1794.598,-0.024931714,1708.4827,8580000.0,5022.0,536250.0,,134048.0,3.55232e-05,0.1,1.3905289 +1821.8,1795.2378,-0.02192017,1708.4327,8590000.0,5028.0,536875.0,,134208.0,3.52672e-05,0.1,1.3540888 +1823.8,1795.8839,-0.021872003,1708.383,8600000.0,5034.0,537500.0,,134368.0,3.50112e-05,0.1,1.2537947 +1823.8,1796.4819,-0.022517907,1708.3334,8610000.0,5040.0,538125.0,,134528.0,3.47552e-05,0.1,1.2376431 +1820.6,1797.1299,-0.019671462,1708.6224,8620000.0,5045.0,538750.0,,134656.0,3.45504e-05,0.1,1.2865487 +1821.6,1797.7599,-0.018564882,1708.5725,8630000.0,5051.0,539375.0,,134816.0,3.42944e-05,0.1,1.2228484 +1821.4,1798.398,-0.018363532,1708.5228,8640000.0,5057.0,540000.0,,134976.0,3.40384e-05,0.1,1.3283427 +1816.6,1798.9939,-0.020428682,1708.4733,8650000.0,5063.0,540625.0,,135136.0,3.37824e-05,0.1,1.2777674 +1817.2,1799.602,-0.019061921,1708.4237,8660000.0,5069.0,541250.0,,135296.0,3.35264e-05,0.1,1.3911144 +1817.0,1800.202,-0.023544064,1708.3744,8670000.0,5075.0,541875.0,,135456.0,3.32704e-05,0.1,1.4374449 +1813.6,1800.8539,-0.021872897,1708.3251,8680000.0,5081.0,542500.0,,135616.0,3.30144e-05,0.1,1.3713603 +1814.0,1801.482,-0.020571439,1708.276,8690000.0,5087.0,543125.0,,135776.0,3.27584e-05,0.1,1.3876234 +1814.8,1802.1218,-0.019944249,1708.2269,8700000.0,5093.0,543750.0,,135936.0,3.25024e-05,0.1,1.2324932 +1818.6,1802.7898,-0.0063772136,1708.5132,8710000.0,5098.0,544375.0,,136064.0,3.22976e-05,0.1,1.4328637 +1814.0,1803.3519,-0.015863499,1708.464,8720000.0,5104.0,545000.0,,136224.0,3.20416e-05,0.1,1.2493696 +1814.4,1803.9198,-0.0183257,1708.4149,8730000.0,5110.0,545625.0,,136384.0,3.17856e-05,0.1,1.2560306 +1816.6,1804.51,-0.018036693,1708.366,8740000.0,5116.0,546250.0,,136544.0,3.15296e-05,0.1,1.315251 +1816.8,1805.092,-0.021858256,1708.317,8750000.0,5122.0,546875.0,,136704.0,3.12736e-05,0.1,1.2542348 +1817.0,1805.552,-0.021179842,1708.2683,8760000.0,5128.0,547500.0,,136864.0,3.10176e-05,0.1,1.355616 +1813.4,1805.968,-0.0199376,1708.2197,8770000.0,5134.0,548125.0,,137024.0,3.07616e-05,0.1,1.3532178 +1813.4,1806.384,-0.019709205,1708.1713,8780000.0,5140.0,548750.0,,137184.0,3.05056e-05,0.1,1.2293198 +1813.8,1806.7479,-0.021010393,1708.4548,8790000.0,5145.0,549375.0,,137312.0,3.03008e-05,0.1,1.2594216 +1810.6,1807.1239,-0.021695696,1708.4061,8800000.0,5151.0,550000.0,,137472.0,3.00448e-05,0.1,1.3441238 +1814.2,1807.504,-0.015766118,1708.3575,8810000.0,5157.0,550625.0,,137632.0,2.97888e-05,0.1,1.3018765 +1810.4,1807.798,-0.018110555,1708.3091,8820000.0,5163.0,551250.0,,137792.0,2.95328e-05,0.1,1.1277083 +1803.2,1807.984,-0.00686268,1708.2607,8830000.0,5169.0,551875.0,,137952.0,2.92768e-05,0.1,1.2432067 +1807.0,1808.1641,-0.020247472,1708.2125,8840000.0,5175.0,552500.0,,138112.0,2.90208e-05,0.1,1.3656244 +1807.0,1808.3461,-0.021738721,1708.1644,8850000.0,5181.0,553125.0,,138272.0,2.87648e-05,0.1,1.289424 +1806.8,1808.4879,-0.01983927,1707.7872,8860000.0,5188.0,553750.0,,138432.0,2.85088e-05,0.1,1.272017 +1811.2,1808.6559,-0.02005348,1707.7397,8870000.0,5194.0,554375.0,,138592.0,2.82528e-05,0.1,1.2642925 +1811.8,1808.7499,-0.016916668,1708.0208,8880000.0,5199.0,555000.0,,138720.0,2.8048e-05,0.1,1.3582397 +1811.8,1808.8818,-0.01806764,1707.9731,8890000.0,5205.0,555625.0,,138880.0,2.7792e-05,0.1,1.2709899 +1812.4,1809.0461,-0.019981278,1707.9255,8900000.0,5211.0,556250.0,,139040.0,2.7536e-05,0.1,1.2417979 +1816.0,1809.24,-0.01822996,1707.878,8910000.0,5217.0,556875.0,,139200.0,2.728e-05,0.1,1.2085762 +1816.4,1809.4342,-0.017599178,1707.8307,8920000.0,5223.0,557500.0,,139360.0,2.7024e-05,0.1,1.1393559 +1816.6,1809.67,-0.016821334,1707.7836,8930000.0,5229.0,558125.0,,139520.0,2.6768e-05,0.1,1.1933234 +1817.0,1809.894,-0.021432875,1707.7365,8940000.0,5235.0,558750.0,,139680.0,2.6512e-05,0.1,1.2570589 +1822.4,1810.2141,-0.0026464642,1708.0153,8950000.0,5240.0,559375.0,,139840.0,2.6256e-05,0.1,1.2626615 +1818.8,1810.4961,-0.01824985,1707.968,8960000.0,5246.0,560000.0,,140000.0,2.6e-05,0.1,1.2826922 +1819.4,1810.7861,-0.021319255,1707.9208,8970000.0,5252.0,560625.0,,140128.0,2.57952e-05,0.1,1.2410431 +1818.6,1811.092,-0.015396012,1707.8737,8980000.0,5258.0,561250.0,,140288.0,2.55392e-05,0.1,1.2129068 +1822.4,1811.4402,-0.017006742,1708.1512,8990000.0,5263.0,561875.0,,140448.0,2.52832e-05,0.1,1.2606677 +1820.6,1811.768,-0.018231602,1708.104,9000000.0,5269.0,562500.0,,140608.0,2.50272e-05,0.1,1.2737072 +1809.4,1811.984,-0.018134555,1708.0569,9010000.0,5275.0,563125.0,,140768.0,2.47712e-05,0.1,1.1969239 +1809.2,1812.1401,-0.013022145,1708.0099,9020000.0,5281.0,563750.0,,140928.0,2.45152e-05,0.1,1.1022658 +1812.0,1812.3701,-0.018233297,1707.9629,9030000.0,5287.0,564375.0,,141088.0,2.42592e-05,0.1,1.1739469 +1812.8,1812.5841,-0.015419284,1707.9161,9040000.0,5293.0,565000.0,,141248.0,2.40032e-05,0.1,1.2318432 +1818.2,1812.8501,-0.01747048,1707.8694,9050000.0,5299.0,565625.0,,141376.0,2.37984e-05,0.1,1.0452001 +1823.8,1813.174,-0.016016217,1707.8228,9060000.0,5305.0,566250.0,,141536.0,2.35424e-05,0.1,1.2890675 +1824.2,1813.46,-0.019651571,1707.7764,9070000.0,5311.0,566875.0,,141696.0,2.32864e-05,0.1,1.3475534 +1819.6,1813.698,-0.017045666,1707.73,9080000.0,5317.0,567500.0,,141856.0,2.30304e-05,0.1,1.3293238 +1820.6,1813.8918,-0.01824296,1708.0045,9090000.0,5322.0,568125.0,,142016.0,2.27744e-05,0.1,1.37759 +1820.4,1814.0798,-0.018276257,1707.958,9100000.0,5328.0,568750.0,,142176.0,2.25184e-05,0.1,1.2271188 +1819.4,1814.2119,-0.017565645,1707.9115,9110000.0,5334.0,569375.0,,142336.0,2.22624e-05,0.1,1.1581594 +1819.4,1814.2522,-0.015956635,1707.5454,9120000.0,5341.0,570000.0,,142496.0,2.20064e-05,0.1,1.3025591 +1818.6,1814.254,-0.01440646,1707.4995,9130000.0,5347.0,570625.0,,142656.0,2.17504e-05,0.1,1.2207545 +1818.6,1814.2539,-0.015580055,1707.7728,9140000.0,5352.0,571250.0,,142784.0,2.15456e-05,0.1,1.2997736 +1818.8,1814.218,-0.013403164,1707.7268,9150000.0,5358.0,571875.0,,142944.0,2.12896e-05,0.1,1.25483 +1817.4,1814.2059,-0.015168537,1707.6808,9160000.0,5364.0,572500.0,,143104.0,2.10336e-05,0.1,1.2931871 +1813.8,1814.16,-0.015026733,1707.635,9170000.0,5370.0,573125.0,,143264.0,2.07776e-05,0.1,1.256831 +1811.2,1814.052,-0.005394751,1707.5892,9180000.0,5376.0,573750.0,,143424.0,2.05216e-05,0.1,1.296901 +1805.0,1813.96,-0.016921869,1707.5437,9190000.0,5382.0,574375.0,,143584.0,2.02656e-05,0.1,1.2349057 +1803.2,1813.8561,-0.0041281777,1707.8151,9200000.0,5387.0,575000.0,,143744.0,2.00096e-05,0.1,1.3371905 +1802.4,1813.7622,-0.019198358,1707.7693,9210000.0,5393.0,575625.0,,143904.0,1.97536e-05,0.1,1.3774418 +1802.2,1813.6622,-0.015693707,1707.7236,9220000.0,5399.0,576250.0,,144032.0,1.95488e-05,0.1,1.3713729 +1809.8,1813.6382,-0.01883123,1707.6781,9230000.0,5405.0,576875.0,,144192.0,1.92928e-05,0.1,1.2931991 +1812.0,1813.64,-0.0182995,1707.9482,9240000.0,5410.0,577500.0,,144352.0,1.90368e-05,0.1,1.218929 +1812.4,1813.7361,-0.015905676,1707.9025,9250000.0,5416.0,578125.0,,144512.0,1.87808e-05,0.1,1.2135687 +1813.4,1813.8241,-0.014888911,1707.8569,9260000.0,5422.0,578750.0,,144672.0,1.85248e-05,0.1,1.2497128 +1812.8,1813.9622,-0.001398843,1707.8114,9270000.0,5428.0,579375.0,,144832.0,1.82688e-05,0.1,1.1643647 +1813.2,1814.1022,-0.017402953,1707.7659,9280000.0,5434.0,580000.0,,144992.0,1.80128e-05,0.1,1.3371496 +1807.8,1814.1902,-0.003266297,1707.7206,9290000.0,5440.0,580625.0,,145152.0,1.77568e-05,0.1,1.4215586 +1813.2,1814.33,-0.013072398,1707.6754,9300000.0,5446.0,581250.0,,145312.0,1.75008e-05,0.1,1.3756797 +1812.8,1814.46,-0.0139803,1707.9435,9310000.0,5451.0,581875.0,,145440.0,1.7296e-05,0.1,1.3325583 +1812.6,1814.5919,-0.016141625,1707.8981,9320000.0,5457.0,582500.0,,145600.0,1.704e-05,0.1,1.3392072 +1814.4,1814.7579,-0.014534417,1707.8528,9330000.0,5463.0,583125.0,,145760.0,1.6784e-05,0.1,1.2288346 +1813.8,1814.9259,-0.014824512,1707.8076,9340000.0,5469.0,583750.0,,145920.0,1.6528e-05,0.1,1.2131386 +1813.4,1815.068,-0.015777197,1708.0746,9350000.0,5474.0,584375.0,,146080.0,1.6272e-05,0.1,1.3238457 +1815.4,1815.2322,-0.01370856,1708.0292,9360000.0,5480.0,585000.0,,146240.0,1.6016e-05,0.1,1.3038435 +1814.6,1815.402,-0.012487603,1707.984,9370000.0,5486.0,585625.0,,146400.0,1.576e-05,0.1,1.167969 +1814.4,1815.5822,-0.012597509,1707.9388,9380000.0,5492.0,586250.0,,146560.0,1.5504e-05,0.1,1.1829572 +1815.6,1815.7241,-0.013445714,1707.8938,9390000.0,5498.0,586875.0,,146688.0,1.52992e-05,0.1,1.2317542 +1820.8,1815.9061,-0.0126610575,1707.8489,9400000.0,5504.0,587500.0,,146848.0,1.50432e-05,0.1,1.3068719 +1824.2,1816.0459,-0.015643345,1708.114,9410000.0,5509.0,588125.0,,147008.0,1.47872e-05,0.1,1.3464872 +1831.0,1816.246,-0.01650638,1708.0688,9420000.0,5515.0,588750.0,,147168.0,1.45312e-05,0.1,1.2742426 +1831.4,1816.4481,-0.013291921,1708.0239,9430000.0,5521.0,589375.0,,147328.0,1.42752e-05,0.1,1.1242871 +1834.8,1816.6461,-0.009469442,1707.979,9440000.0,5527.0,590000.0,,147488.0,1.40192e-05,0.1,1.2310599 +1834.4,1816.8441,-0.0139941815,1707.9342,9450000.0,5533.0,590625.0,,147648.0,1.37632e-05,0.1,1.2405205 +1836.2,1817.0621,-0.011826709,1707.8895,9460000.0,5539.0,591250.0,,147808.0,1.35072e-05,0.1,1.1151197 +1832.8,1817.25,-0.0110568255,1708.153,9470000.0,5544.0,591875.0,,147968.0,1.32512e-05,0.1,1.1709783 +1832.6,1817.384,-0.012193126,1708.1082,9480000.0,5550.0,592500.0,,148096.0,1.30464e-05,0.1,1.0385003 +1832.6,1817.4459,-0.0124099115,1708.0634,9490000.0,5556.0,593125.0,,148256.0,1.27904e-05,0.1,1.1431385 +1833.0,1817.5078,-0.013341491,1708.3258,9500000.0,5561.0,593750.0,,148416.0,1.25344e-05,0.1,1.2487922 +1834.0,1817.5859,-0.012084851,1708.2809,9510000.0,5567.0,594375.0,,148576.0,1.22784e-05,0.1,1.2209942 +1840.2,1817.7421,-0.012165035,1708.2361,9520000.0,5573.0,595000.0,,148736.0,1.20224e-05,0.1,1.1074059 +1838.0,1817.8761,-0.0105604315,1708.1914,9530000.0,5579.0,595625.0,,148896.0,1.17664e-05,0.1,1.1871339 +1838.0,1818.004,-0.01572855,1708.1469,9540000.0,5585.0,596250.0,,149056.0,1.15104e-05,0.1,1.2671959 +1837.2,1818.1061,-0.01228959,1708.1023,9550000.0,5591.0,596875.0,,149216.0,1.12544e-05,0.1,1.1372129 +1835.6,1818.202,-0.01572535,1708.0579,9560000.0,5597.0,597500.0,,149344.0,1.10496e-05,0.1,1.2167746 +1836.0,1818.3,-0.0077016316,1708.0135,9570000.0,5603.0,598125.0,,149504.0,1.07936e-05,0.1,1.0060954 +1836.6,1818.4,-0.0063381707,1707.9694,9580000.0,5609.0,598750.0,,149664.0,1.05376e-05,0.1,1.0946883 +1834.8,1818.5298,-0.005566247,1707.9252,9590000.0,5615.0,599375.0,,149824.0,1.02816e-05,0.1,1.1856108 +1834.6,1818.6378,-0.012593633,1707.8811,9600000.0,5621.0,600000.0,,149984.0,1.00256e-05,0.1,1.2385259 +1832.6,1818.7258,-0.011401412,1708.1407,9610000.0,5626.0,600625.0,,150144.0,9.7696e-06,0.1,1.2795908 +1829.2,1818.8119,-0.011212748,1708.0966,9620000.0,5632.0,601250.0,,150304.0,9.5136e-06,0.1,1.2369103 +1832.2,1818.9178,-0.011478606,1708.0525,9630000.0,5638.0,601875.0,,150464.0,9.2576e-06,0.1,1.2335539 +1831.4,1819.0181,-0.010482073,1708.0085,9640000.0,5644.0,602500.0,,150624.0,9.0016e-06,0.1,0.99734586 +1831.2,1819.1641,-0.0092997,1707.9646,9650000.0,5650.0,603125.0,,150752.0,8.7968e-06,0.1,1.1972024 +1830.0,1819.2922,-0.008042623,1707.9208,9660000.0,5656.0,603750.0,,150912.0,8.5408e-06,0.1,1.1389141 +1830.2,1819.4241,-0.009632982,1707.8771,9670000.0,5662.0,604375.0,,151072.0,8.2848e-06,0.1,1.1229526 +1825.2,1819.5402,-0.008884827,1707.8335,9680000.0,5668.0,605000.0,,151232.0,8.0288e-06,0.1,1.171006 +1825.4,1819.654,-0.005499702,1707.7899,9690000.0,5674.0,605625.0,,151392.0,7.7728e-06,0.1,1.1566534 +1826.0,1819.7661,-0.010246535,1707.7465,9700000.0,5680.0,606250.0,,151552.0,7.5168e-06,0.1,1.3307964 +1825.6,1819.836,-0.008824293,1707.7031,9710000.0,5686.0,606875.0,,151712.0,7.2608e-06,0.1,1.230761 +1820.6,1819.9019,-0.008342149,1707.6599,9720000.0,5692.0,607500.0,,151872.0,7.0048e-06,0.1,1.2536063 +1820.2,1819.9598,-0.011691787,1707.9165,9730000.0,5697.0,608125.0,,152000.0,6.8e-06,0.1,1.1965127 +1820.2,1819.996,-0.010085906,1707.873,9740000.0,5703.0,608750.0,,152160.0,6.544e-06,0.1,1.332893 +1821.6,1820.0441,-0.008127733,1707.8297,9750000.0,5709.0,609375.0,,152320.0,6.288e-06,0.1,1.18331 +1822.6,1820.0999,-0.008980268,1707.7865,9760000.0,5715.0,610000.0,,152480.0,6.032e-06,0.1,1.0517093 +1822.8,1820.1937,-0.007325487,1707.7434,9770000.0,5721.0,610625.0,,152640.0,5.776e-06,0.1,1.1002345 +1823.4,1820.294,-0.006600595,1707.7003,9780000.0,5727.0,611250.0,,152800.0,5.52e-06,0.1,0.9715041 +1817.4,1820.33,-0.006774403,1707.6575,9790000.0,5733.0,611875.0,,152960.0,5.264e-06,0.1,1.1802006 +1818.0,1820.404,-0.008610477,1707.6146,9800000.0,5739.0,612500.0,,153120.0,5.008e-06,0.1,1.1969527 +1820.0,1820.462,-0.0064815646,1707.5718,9810000.0,5745.0,613125.0,,153280.0,4.752e-06,0.1,1.1389034 +1820.6,1820.5641,-0.007896224,1707.826,9820000.0,5750.0,613750.0,,153408.0,4.5472e-06,0.1,1.2199825 +1823.4,1820.766,-0.0081613725,1707.7832,9830000.0,5756.0,614375.0,,153568.0,4.2912e-06,0.1,1.1967099 +1825.6,1820.9519,-0.009250937,1707.7404,9840000.0,5762.0,615000.0,,153728.0,4.0352e-06,0.1,1.2793906 +1825.4,1821.136,-0.0048769796,1707.6976,9850000.0,5768.0,615625.0,,153888.0,3.7792e-06,0.1,1.1096122 +1826.2,1821.3302,0.0048513385,1707.655,9860000.0,5774.0,616250.0,,154048.0,3.5232e-06,0.1,1.1315534 +1826.6,1821.4839,-0.006028795,1707.6124,9870000.0,5780.0,616875.0,,154208.0,3.2672e-06,0.1,1.1526291 +1825.2,1821.6182,-0.0051160753,1707.57,9880000.0,5786.0,617500.0,,154368.0,3.0112e-06,0.1,1.1348287 +1825.6,1821.756,-0.006567996,1707.5276,9890000.0,5792.0,618125.0,,154528.0,2.7552e-06,0.1,1.2766826 +1821.2,1821.8439,-0.004513112,1707.7799,9900000.0,5797.0,618750.0,,154656.0,2.5504e-06,0.1,1.0915505 +1828.4,1821.968,-0.0063569606,1707.7374,9910000.0,5803.0,619375.0,,154816.0,2.2944e-06,0.1,1.245727 +1824.8,1822.052,-0.0065549817,1707.401,9920000.0,5810.0,620000.0,,154976.0,2.0384e-06,0.1,1.090389 +1825.8,1822.1439,-0.002004487,1707.359,9930000.0,5816.0,620625.0,,155136.0,1.7824e-06,0.1,1.00207 +1829.0,1822.264,-0.00556332,1707.317,9940000.0,5822.0,621250.0,,155296.0,1.5264e-06,0.1,1.2379861 +1829.8,1822.3378,-0.0065974467,1707.2753,9950000.0,5828.0,621875.0,,155456.0,1.2704e-06,0.1,1.1346104 +1829.8,1822.448,-0.0019061883,1707.2334,9960000.0,5834.0,622500.0,,155616.0,1.0144e-06,0.1,1.1548978 +1829.4,1822.5481,-0.005502478,1707.1918,9970000.0,5840.0,623125.0,,155776.0,7.584e-07,0.1,1.1404016 +1829.2,1822.654,-0.0021913704,1707.1501,9980000.0,5846.0,623750.0,,155936.0,5.024e-07,0.1,1.0030651 +1829.0,1822.72,-0.0036843321,1707.1086,9990000.0,5852.0,624375.0,,156064.0,2.976e-07,0.1,1.0562247 +1828.6,1822.8002,0.020584505,1707.0673,10000000.0,5858.0,625000.0,,156224.0,4.16e-08,0.1,1.1570232 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_df_train.csv b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..d6c59460759d48b6cd2c0f187647c8dd2ee0dfcd --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_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 +52.0,52.0,-0.03174494,476.1905,10000.0,21.0,625.0,,128.0,0.0002497952,0.1,2.8240247 +68.57143,60.285713,-0.027830414,740.7407,20000.0,27.0,1250.0,,288.0,0.0002495392,0.1,2.8028889 +107.906975,76.15946,-0.024437577,937.5,30000.0,32.0,1875.0,,448.0,0.0002492832,0.1,2.7852974 +124.64286,88.28031,-0.032666326,1025.641,40000.0,39.0,2500.0,,608.0,0.0002490272,0.1,2.75454 +140.90909,98.80607,-0.029162195,1111.1111,50000.0,45.0,3125.0,,768.0,0.0002487712,0.1,2.7180252 +155.6962,108.28776,-0.029604385,1200.0,60000.0,50.0,3750.0,,928.0,0.0002485152,0.1,2.7146912 +165.93407,116.52295,-0.034575086,1250.0,70000.0,56.0,4375.0,,1088.0,0.0002482592,0.1,2.6663156 +176.6,124.03258,-0.035457537,1290.3226,80000.0,62.0,5000.0,,1248.0,0.0002480032,0.1,2.6683013 +195.6,131.98451,-0.0341544,1343.2836,90000.0,67.0,5625.0,,1376.0,0.0002477984,0.1,2.659986 +214.8,140.26607,-0.028843664,1388.8889,100000.0,72.0,6250.0,,1536.0,0.0002475424,0.1,2.614594 +234.8,148.86006,-0.031329803,1428.5714,110000.0,77.0,6875.0,,1696.0,0.0002472864,0.1,2.615618 +241.6,156.5884,-0.027662111,1445.7831,120000.0,83.0,7500.0,,1856.0,0.0002470304,0.1,2.594213 +249.0,163.69696,-0.031598512,1460.6742,130000.0,89.0,8125.0,,2016.0,0.0002467744,0.1,2.502102 +254.0,170.14719,-0.025070393,1489.3617,140000.0,94.0,8750.0,,2176.0,0.0002465184,0.1,2.6111078 +258.6,176.04404,-0.029695839,1500.0,150000.0,100.0,9375.0,,2336.0,0.0002462624,0.1,2.5716288 +263.4,181.50378,-0.032143023,1509.434,160000.0,106.0,10000.0,,2496.0,0.0002460064,0.1,2.513711 +266.0,186.47415,-0.025596116,1531.5315,170000.0,111.0,10625.0,,2656.0,0.0002457504,0.1,2.5076947 +269.8,191.10336,-0.027765483,1551.7241,180000.0,116.0,11250.0,,2784.0,0.0002455456,0.1,2.4631686 +269.0,195.20319,-0.03394091,1570.2479,190000.0,121.0,11875.0,,2944.0,0.0002452896,0.1,2.413752 +270.6,198.97304,-0.028253993,1574.8031,200000.0,127.0,12500.0,,3104.0,0.0002450336,0.1,2.4049091 +274.2,202.55527,-0.025848174,1590.909,210000.0,132.0,13125.0,,3264.0,0.0002447776,0.1,2.461637 +292.0,206.62094,-0.026964024,1594.2029,220000.0,138.0,13750.0,,3424.0,0.0002445216,0.1,2.4738894 +296.2,210.51569,-0.032197177,1597.2222,230000.0,144.0,14375.0,,3584.0,0.0002442656,0.1,2.4907289 +305.2,214.46086,-0.031777266,1600.0,240000.0,150.0,15000.0,,3744.0,0.0002440096,0.1,2.5211916 +309.8,218.27441,-0.03312305,1602.5641,250000.0,156.0,15625.0,,3904.0,0.0002437536,0.1,2.5791416 +315.6,222.01772,-0.030891767,1625.0,260000.0,160.0,16250.0,,4032.0,0.0002435488,0.1,2.566565 +324.6,225.81706,-0.0286744,1626.506,270000.0,166.0,16875.0,,4192.0,0.0002432928,0.1,2.5169296 +326.0,229.39502,-0.03584356,1637.4269,280000.0,171.0,17500.0,,4352.0,0.0002430368,0.1,2.5482 +327.4,232.7745,-0.032377277,1638.4181,290000.0,177.0,18125.0,,4512.0,0.0002427808,0.1,2.5329945 +327.6,235.93535,-0.033342626,1639.3442,300000.0,183.0,18750.0,,4672.0,0.0002425248,0.1,2.4998283 +330.4,238.98259,-0.03175034,1640.2117,310000.0,189.0,19375.0,,4832.0,0.0002422688,0.1,2.427195 +325.6,241.68939,-0.03010596,1649.4845,320000.0,194.0,20000.0,,4992.0,0.0002420128,0.1,2.392241 +331.6,244.41396,-0.031932782,1650.0,330000.0,200.0,20625.0,,5152.0,0.0002417568,0.1,2.4579563 +332.0,246.99,-0.025737872,1650.4855,340000.0,206.0,21250.0,,5312.0,0.0002415008,0.1,2.4456906 +334.4,249.48744,-0.02641724,1658.7678,350000.0,211.0,21875.0,,5440.0,0.000241296,0.1,2.4490986 +341.2,252.03502,-0.029748991,1658.9862,360000.0,217.0,22500.0,,5600.0,0.00024104,0.1,2.3951316 +342.8,254.48813,-0.024533765,1666.6666,370000.0,222.0,23125.0,,5760.0,0.000240784,0.1,2.3422525 +344.2,256.84897,-0.020971334,1666.6666,380000.0,228.0,23750.0,,5920.0,0.000240528,0.1,2.3377895 +355.0,259.36566,-0.025359014,1666.6666,390000.0,234.0,24375.0,,6080.0,0.000240272,0.1,2.3390512 +360.4,261.8915,-0.03061089,1666.6666,400000.0,240.0,25000.0,,6240.0,0.000240016,0.1,2.414243 +365.2,264.41122,-0.02936998,1673.4694,410000.0,245.0,25625.0,,6400.0,0.00023976,0.1,2.385054 +377.2,267.09668,-0.03549267,1673.3068,420000.0,251.0,26250.0,,6560.0,0.000239504,0.1,2.4045544 +391.6,269.9921,-0.033419624,1679.6875,430000.0,256.0,26875.0,,6688.0,0.0002392992,0.1,2.3750677 +399.8,272.94226,-0.03469441,1685.8237,440000.0,261.0,27500.0,,6848.0,0.0002390432,0.1,2.4071403 +405.2,275.88135,-0.027897665,1685.3933,450000.0,267.0,28125.0,,7008.0,0.0002387872,0.1,2.3622499 +407.2,278.73608,-0.03681064,1691.1765,460000.0,272.0,28750.0,,7168.0,0.0002385312,0.1,2.3999655 +405.4,281.4311,-0.039782386,1696.7509,470000.0,277.0,29375.0,,7328.0,0.0002382752,0.1,2.3877437 +421.4,284.34708,-0.039320264,1696.113,480000.0,283.0,30000.0,,7488.0,0.0002380192,0.1,2.4425817 +427.0,287.25836,-0.035497468,1701.3889,490000.0,288.0,30625.0,,7648.0,0.0002377632,0.1,2.442774 +432.0,290.1532,-0.034196913,1700.6803,500000.0,294.0,31250.0,,7808.0,0.0002375072,0.1,2.358601 +442.8,293.14627,-0.0284846,1705.6857,510000.0,299.0,31875.0,,7968.0,0.0002372512,0.1,2.3985066 +446.8,296.10114,-0.0317712,1704.9181,520000.0,305.0,32500.0,,8096.0,0.0002370464,0.1,2.3356082 +444.6,298.903,-0.03236121,1709.6774,530000.0,310.0,33125.0,,8256.0,0.0002367904,0.1,2.3832953 +449.6,301.6937,-0.03618528,1708.8607,540000.0,316.0,33750.0,,8416.0,0.0002365344,0.1,2.2995484 +451.6,304.41925,-0.027845878,1708.0746,550000.0,322.0,34375.0,,8576.0,0.0002362784,0.1,2.2619467 +457.8,307.15823,-0.035583973,1707.317,560000.0,328.0,35000.0,,8736.0,0.0002360224,0.1,2.3144734 +457.6,309.79755,-0.032424934,1711.7117,570000.0,333.0,35625.0,,8896.0,0.0002357664,0.1,2.3833299 +462.0,312.42175,-0.034665223,1710.9144,580000.0,339.0,36250.0,,9056.0,0.0002355104,0.1,2.2670472 +458.8,314.90274,-0.03421368,1715.1163,590000.0,344.0,36875.0,,9216.0,0.0002352544,0.1,2.2942898 +463.8,317.38437,-0.03051273,1714.2858,600000.0,350.0,37500.0,,9344.0,0.0002350496,0.1,2.18886 +465.6,319.81415,-0.032083,1713.4832,610000.0,356.0,38125.0,,9504.0,0.0002347936,0.1,2.1844378 +468.2,322.20743,-0.03505958,1712.7072,620000.0,362.0,38750.0,,9664.0,0.0002345376,0.1,2.2767484 +474.0,324.61685,-0.03510873,1711.9565,630000.0,368.0,39375.0,,9824.0,0.0002342816,0.1,2.2015016 +482.2,327.07907,-0.03382067,1711.23,640000.0,374.0,40000.0,,9984.0,0.0002340256,0.1,2.257741 +477.6,329.39478,-0.03452501,1710.5264,650000.0,380.0,40625.0,,10144.0,0.0002337696,0.1,2.2581723 +487.8,331.79486,-0.03336923,1714.2858,660000.0,385.0,41250.0,,10304.0,0.0002335136,0.1,2.2255707 +498.4,334.28152,-0.03165611,1713.5549,670000.0,391.0,41875.0,,10464.0,0.0002332576,0.1,2.1666646 +499.4,336.70972,-0.028878301,1712.8463,680000.0,397.0,42500.0,,10624.0,0.0002330016,0.1,2.1760392 +500.8,339.08786,-0.033177033,1716.418,690000.0,402.0,43125.0,,10752.0,0.0002327968,0.1,2.2459302 +495.2,341.31802,-0.031132227,1715.6863,700000.0,408.0,43750.0,,10912.0,0.0002325408,0.1,2.177711 +497.6,343.51917,-0.035189312,1714.9758,710000.0,414.0,44375.0,,11072.0,0.0002322848,0.1,2.2797246 +495.6,345.6314,-0.028067352,1718.3771,720000.0,419.0,45000.0,,11232.0,0.0002320288,0.1,2.211798 +500.6,347.75424,-0.02416324,1717.6471,730000.0,425.0,45625.0,,11392.0,0.0002317728,0.1,2.2743416 +519.0,350.0684,-0.03679038,1720.9302,740000.0,430.0,46250.0,,11552.0,0.0002315168,0.1,2.3018825 +523.0,352.37415,-0.028480029,1720.1835,750000.0,436.0,46875.0,,11712.0,0.0002312608,0.1,2.2973375 +519.0,354.5666,-0.03386631,1719.457,760000.0,442.0,47500.0,,11872.0,0.0002310048,0.1,2.247005 +513.0,356.62418,-0.026672836,1722.5951,770000.0,447.0,48125.0,,12000.0,0.0002308,0.1,2.3048959 +510.4,358.59564,-0.02163638,1721.8542,780000.0,453.0,48750.0,,12160.0,0.000230544,0.1,2.2620752 +512.8,360.5476,-0.03448801,1721.1329,790000.0,459.0,49375.0,,12320.0,0.000230288,0.1,2.1878572 +515.2,362.48077,-0.034834668,1724.138,800000.0,464.0,50000.0,,12480.0,0.000230032,0.1,2.190968 +513.6,364.34644,-0.029371805,1723.4043,810000.0,470.0,50625.0,,12640.0,0.000229776,0.1,2.3174186 +522.0,366.26904,-0.029397877,1722.6891,820000.0,476.0,51250.0,,12800.0,0.00022952,0.1,2.2188532 +521.0,368.13327,-0.03245233,1721.9917,830000.0,482.0,51875.0,,12960.0,0.000229264,0.1,2.1461916 +526.0,370.01263,-0.034121215,1721.3115,840000.0,488.0,52500.0,,13120.0,0.000229008,0.1,2.215163 +519.2,371.76776,-0.03419188,1724.138,850000.0,493.0,53125.0,,13280.0,0.000228752,0.1,2.2234788 +524.4,373.54257,-0.02558617,1726.9076,860000.0,498.0,53750.0,,13408.0,0.0002285472,0.1,2.1187992 +520.2,375.22827,-0.030942934,1726.1904,870000.0,504.0,54375.0,,13568.0,0.0002282912,0.1,2.2024422 +521.2,376.8871,-0.033209685,1725.4902,880000.0,510.0,55000.0,,13728.0,0.0002280352,0.1,2.181013 +518.0,378.47263,-0.033835813,1728.1554,890000.0,515.0,55625.0,,13888.0,0.0002277792,0.1,2.11093 +521.0,380.05624,-0.026227627,1727.4473,900000.0,521.0,56250.0,,14048.0,0.0002275232,0.1,2.190396 +530.2,381.70618,-0.02510336,1726.7552,910000.0,527.0,56875.0,,14208.0,0.0002272672,0.1,2.1579587 +534.8,383.37024,-0.030390194,1729.3234,920000.0,532.0,57500.0,,14368.0,0.0002270112,0.1,2.1079571 +537.4,385.02646,-0.026772166,1728.6245,930000.0,538.0,58125.0,,14528.0,0.0002267552,0.1,2.06924 +542.0,386.69638,-0.028165825,1731.1234,940000.0,543.0,58750.0,,14656.0,0.0002265504,0.1,2.0354276 +532.0,388.2259,-0.019184371,1730.419,950000.0,549.0,59375.0,,14816.0,0.0002262944,0.1,2.1367297 +540.6,389.8131,-0.031836554,1729.7297,960000.0,555.0,60000.0,,14976.0,0.0002260384,0.1,2.167556 +552.6,391.49133,-0.021137193,1729.0553,970000.0,561.0,60625.0,,15136.0,0.0002257824,0.1,2.131739 +554.8,393.15778,-0.033161696,1731.4487,980000.0,566.0,61250.0,,15296.0,0.0002255264,0.1,2.1688945 +561.4,394.85718,-0.027315453,1730.7693,990000.0,572.0,61875.0,,15456.0,0.0002252704,0.1,2.2334514 +555.0,396.4586,-0.028012233,1733.1023,1000000.0,577.0,62500.0,,15616.0,0.0002250144,0.1,2.1081197 +564.4,401.5826,-0.024148371,1732.4186,1010000.0,583.0,63125.0,,15776.0,0.0002247584,0.1,2.108234 +565.0,406.54688,-0.026011838,1731.7488,1020000.0,589.0,63750.0,,15936.0,0.0002245024,0.1,2.094554 +563.0,411.0978,-0.018454242,1734.0067,1030000.0,594.0,64375.0,,16064.0,0.0002242976,0.1,2.0460372 +559.8,415.44937,-0.024409162,1733.3334,1040000.0,600.0,65000.0,,16224.0,0.0002240416,0.1,2.083561 +553.8,419.5783,-0.026784364,1735.5372,1050000.0,605.0,65625.0,,16384.0,0.0002237856,0.1,2.0108716 +567.0,423.6913,-0.02249781,1734.8608,1060000.0,611.0,66250.0,,16544.0,0.0002235296,0.1,1.9936734 +562.4,427.656,-0.021867655,1734.1978,1070000.0,617.0,66875.0,,16704.0,0.0002232736,0.1,1.900332 +569.6,431.58597,-0.02192585,1736.3344,1080000.0,622.0,67500.0,,16864.0,0.0002230176,0.1,1.9948118 +574.2,435.37198,-0.01765525,1735.6688,1090000.0,628.0,68125.0,,17024.0,0.0002227616,0.1,2.0034175 +577.0,438.994,-0.013379026,1737.7567,1100000.0,633.0,68750.0,,17184.0,0.0002225056,0.1,1.9968237 +583.6,442.48203,-0.018908964,1739.8119,1110000.0,638.0,69375.0,,17312.0,0.0002223008,0.1,2.001999 +595.0,446.016,-0.019762669,1739.1305,1120000.0,644.0,70000.0,,17472.0,0.0002220448,0.1,2.0245833 +601.6,449.54202,-0.020889044,1738.4615,1130000.0,650.0,70625.0,,17632.0,0.0002217888,0.1,1.9988873 +602.6,453.02805,-0.03044357,1737.8049,1140000.0,656.0,71250.0,,17792.0,0.0002215328,0.1,1.9783759 +615.4,456.596,-0.018990852,1739.7882,1150000.0,661.0,71875.0,,17952.0,0.0002212768,0.1,2.0413995 +625.8,460.22003,-0.029346902,1739.1305,1160000.0,667.0,72500.0,,18112.0,0.0002210208,0.1,2.0253594 +633.6,463.89606,-0.029096901,1738.4844,1170000.0,673.0,73125.0,,18272.0,0.0002207648,0.1,2.1146433 +638.0,467.578,-0.02443359,1737.8497,1180000.0,679.0,73750.0,,18432.0,0.0002205088,0.1,2.1243863 +648.2,471.37,-0.02807731,1737.2263,1190000.0,685.0,74375.0,,18592.0,0.0002202528,0.1,2.094023 +659.8,475.26202,-0.024856938,1741.6545,1200000.0,689.0,75000.0,,18720.0,0.000220048,0.1,2.1070807 +668.8,479.208,-0.016413067,1741.0072,1210000.0,695.0,75625.0,,18880.0,0.000219792,0.1,2.1721818 +664.4,482.932,-0.011553561,1742.8572,1220000.0,700.0,76250.0,,19040.0,0.000219536,0.1,2.082583 +663.6,486.60602,-0.021896621,1742.2096,1230000.0,706.0,76875.0,,19200.0,0.00021928,0.1,2.1715553 +649.0,490.04404,-0.026674066,1741.573,1240000.0,712.0,77500.0,,19360.0,0.000219024,0.1,2.1814961 +648.8,493.43402,-0.020777643,1743.3751,1250000.0,717.0,78125.0,,19520.0,0.000218768,0.1,2.1347177 +650.8,496.786,-0.02915031,1742.7386,1260000.0,723.0,78750.0,,19680.0,0.000218512,0.1,2.174027 +652.8,500.068,-0.024582468,1744.5055,1270000.0,728.0,79375.0,,19840.0,0.000218256,0.1,2.0616014 +660.4,503.412,-0.017856011,1743.8693,1280000.0,734.0,80000.0,,20000.0,0.000218,0.1,2.0721474 +665.4,506.79196,-0.01497883,1745.6022,1290000.0,739.0,80625.0,,20128.0,0.0002177952,0.1,2.0906258 +677.4,510.28995,-0.013914611,1747.3118,1300000.0,744.0,81250.0,,20288.0,0.0002175392,0.1,1.9162508 +687.2,513.8579,-0.009625526,1746.6666,1310000.0,750.0,81875.0,,20448.0,0.0002172832,0.1,2.12703 +694.0,517.54193,-0.01635626,1748.3444,1320000.0,755.0,82500.0,,20608.0,0.0002170272,0.1,2.1263874 +697.4,521.19995,-0.028164502,1747.7004,1330000.0,761.0,83125.0,,20768.0,0.0002167712,0.1,1.9702348 +696.2,524.842,-0.024896473,1749.3473,1340000.0,766.0,83750.0,,20928.0,0.0002165152,0.1,2.0342436 +712.2,528.61993,-0.011720974,1750.9728,1350000.0,771.0,84375.0,,21088.0,0.0002162592,0.1,2.014739 +723.6,532.444,-0.018731896,1750.3218,1360000.0,777.0,85000.0,,21248.0,0.0002160032,0.1,1.9650989 +736.8,536.384,-0.012853268,1751.9182,1370000.0,782.0,85625.0,,21376.0,0.0002157984,0.1,1.9519904 +753.4,540.476,-0.018527055,1753.4943,1380000.0,787.0,86250.0,,21536.0,0.0002155424,0.1,1.9702953 +766.0,544.586,-0.024120476,1755.0505,1390000.0,792.0,86875.0,,21696.0,0.0002152864,0.1,1.9317461 +793.2,548.914,-0.016722748,1754.386,1400000.0,798.0,87500.0,,21856.0,0.0002150304,0.1,1.91926 +822.8,553.49,-0.017785706,1755.9153,1410000.0,803.0,88125.0,,22016.0,0.0002147744,0.1,1.9432915 +825.4,557.9719,-0.014477476,1755.2534,1420000.0,809.0,88750.0,,22176.0,0.0002145184,0.1,1.8535724 +846.4,562.5199,-0.020710407,1756.7567,1430000.0,814.0,89375.0,,22336.0,0.0002142624,0.1,1.8340179 +853.4,567.0559,-0.018276168,1756.0975,1440000.0,820.0,90000.0,,22496.0,0.0002140064,0.1,1.857452 +865.4,571.6579,-0.014572091,1757.5758,1450000.0,825.0,90625.0,,22656.0,0.0002137504,0.1,1.869277 +873.4,576.31995,-0.026023466,1759.0361,1460000.0,830.0,91250.0,,22784.0,0.0002135456,0.1,1.8087795 +886.0,581.1259,-0.017080454,1758.3732,1470000.0,836.0,91875.0,,22944.0,0.0002132896,0.1,1.8663731 +918.2,586.09393,-0.012692746,1759.8097,1480000.0,841.0,92500.0,,23104.0,0.0002130336,0.1,1.83627 +937.6,591.19995,-0.004438906,1759.1499,1490000.0,847.0,93125.0,,23264.0,0.0002127776,0.1,1.7517034 +953.6,596.416,-0.01792429,1760.5634,1500000.0,852.0,93750.0,,23424.0,0.0002125216,0.1,1.8439798 +969.2,601.68,-0.02911553,1761.9603,1510000.0,857.0,94375.0,,23584.0,0.0002122656,0.1,1.750416 +981.4,607.026,-0.013892701,1761.2979,1520000.0,863.0,95000.0,,23744.0,0.0002120096,0.1,1.810192 +1000.8,612.58795,-0.021192698,1762.6729,1530000.0,868.0,95625.0,,23904.0,0.0002117536,0.1,1.8793416 +1010.4,618.1959,-0.015166981,1764.0321,1540000.0,873.0,96250.0,,24032.0,0.0002115488,0.1,1.8616405 +1027.2,623.95197,-0.011355979,1765.3759,1550000.0,878.0,96875.0,,24192.0,0.0002112928,0.1,1.8447791 +1034.4,629.71796,-0.013691398,1766.7045,1560000.0,883.0,97500.0,,24352.0,0.0002110368,0.1,1.835106 +1053.2,635.6739,0.0064159855,1766.0293,1570000.0,889.0,98125.0,,24512.0,0.0002107808,0.1,1.8587184 +1066.4,641.71796,0.0027960164,1767.3378,1580000.0,894.0,98750.0,,24672.0,0.0002105248,0.1,1.7706295 +1083.6,647.966,-0.01429743,1766.6666,1590000.0,900.0,99375.0,,24832.0,0.0002102688,0.1,1.7540939 +1091.8,654.246,-0.018547747,1767.9558,1600000.0,905.0,100000.0,,24992.0,0.0002100128,0.1,1.7517292 +1110.2,660.69196,-0.015285181,1767.2887,1610000.0,911.0,100625.0,,25152.0,0.0002097568,0.1,1.712987 +1119.6,667.206,-0.014877986,1768.559,1620000.0,916.0,101250.0,,25312.0,0.0002095008,0.1,1.6388345 +1118.6,673.65204,-0.0032914507,1769.8154,1630000.0,921.0,101875.0,,25440.0,0.000209296,0.1,1.6316373 +1139.6,680.226,-0.0073360046,1771.0583,1640000.0,926.0,102500.0,,25600.0,0.00020904,0.1,1.6010605 +1156.0,687.01,-0.025153501,1770.3862,1650000.0,932.0,103125.0,,25760.0,0.000208784,0.1,1.5439805 +1162.2,693.7541,-0.007625803,1771.6116,1660000.0,937.0,103750.0,,25920.0,0.000208528,0.1,1.5806341 +1158.8,700.358,-0.023138521,1772.8237,1670000.0,942.0,104375.0,,26080.0,0.000208272,0.1,1.4878253 +1171.6,707.08,0.006462846,1772.1519,1680000.0,948.0,105000.0,,26240.0,0.000208016,0.1,1.7289239 +1184.2,713.914,-0.007159649,1773.3473,1690000.0,953.0,105625.0,,26400.0,0.00020776,0.1,1.6314609 +1191.0,720.872,-0.0062537384,1772.6799,1700000.0,959.0,106250.0,,26560.0,0.000207504,0.1,1.4478403 +1203.4,727.93,-0.022401435,1773.8589,1710000.0,964.0,106875.0,,26688.0,0.0002072992,0.1,1.4611076 +1206.4,735.03796,-0.020755094,1775.0258,1720000.0,969.0,107500.0,,26848.0,0.0002070432,0.1,1.5929425 +1220.6,742.23804,-0.025234696,1772.541,1730000.0,976.0,108125.0,,27008.0,0.0002067872,0.1,1.547245 +1223.0,749.2781,-0.0072090086,1771.894,1740000.0,982.0,108750.0,,27168.0,0.0002065312,0.1,1.7587993 +1244.0,756.488,-0.02400697,1771.255,1750000.0,988.0,109375.0,,27328.0,0.0002062752,0.1,1.5488886 +1250.8,763.806,-0.004179641,1768.8442,1760000.0,995.0,110000.0,,27488.0,0.0002060192,0.1,1.6528382 +1252.2,771.19806,-0.027982391,1768.2318,1770000.0,1001.0,110625.0,,27648.0,0.0002057632,0.1,1.6621498 +1246.0,778.5541,-0.017440915,1767.6266,1780000.0,1007.0,111250.0,,27808.0,0.0002055072,0.1,1.5656853 +1251.8,785.944,-0.014829839,1765.286,1790000.0,1014.0,111875.0,,27968.0,0.0002052512,0.1,1.7239076 +1252.0,793.312,-0.00817478,1766.4377,1800000.0,1019.0,112500.0,,28096.0,0.0002050464,0.1,1.6133702 +1252.0,800.6959,-0.01893775,1765.8536,1810000.0,1025.0,113125.0,,28256.0,0.0002047904,0.1,1.6305463 +1264.0,808.11597,-0.014116613,1763.5659,1820000.0,1032.0,113750.0,,28416.0,0.0002045344,0.1,1.5800844 +1267.8,815.584,-0.018519083,1763.0057,1830000.0,1038.0,114375.0,,28576.0,0.0002042784,0.1,1.7602153 +1270.2,823.02594,-0.016479112,1762.4521,1840000.0,1044.0,115000.0,,28736.0,0.0002040224,0.1,1.6255703 +1276.2,830.596,0.0006188821,1761.9048,1850000.0,1050.0,115625.0,,28896.0,0.0002037664,0.1,1.7393835 +1274.4,838.096,-0.010075811,1759.6973,1860000.0,1057.0,116250.0,,29056.0,0.0002035104,0.1,1.8051124 +1282.4,845.71796,-0.024724793,1759.1721,1870000.0,1063.0,116875.0,,29216.0,0.0002032544,0.1,1.6261623 +1282.8,853.334,-0.02539149,1758.653,1880000.0,1069.0,117500.0,,29344.0,0.0002030496,0.1,1.6533983 +1301.4,861.1679,-0.005890227,1758.1395,1890000.0,1075.0,118125.0,,29504.0,0.0002027936,0.1,1.6355629 +1300.8,868.9659,-0.020917356,1757.6318,1900000.0,1081.0,118750.0,,29664.0,0.0002025376,0.1,1.5881641 +1310.2,876.766,-0.018162321,1755.5146,1910000.0,1088.0,119375.0,,29824.0,0.0002022816,0.1,1.5812645 +1325.8,884.67596,-0.02227788,1755.0275,1920000.0,1094.0,120000.0,,29984.0,0.0002020256,0.1,1.6770988 +1329.6,892.598,-0.026049351,1754.5454,1930000.0,1100.0,120625.0,,30144.0,0.0002017696,0.1,1.730706 +1328.8,900.46594,-0.019091379,1754.0687,1940000.0,1106.0,121250.0,,30304.0,0.0002015136,0.1,1.7726145 +1324.8,908.394,-0.028098602,1753.5972,1950000.0,1112.0,121875.0,,30464.0,0.0002012576,0.1,1.6826601 +1327.0,916.2579,-0.016242951,1751.5638,1960000.0,1119.0,122500.0,,30624.0,0.0002010016,0.1,1.6965361 +1330.6,924.03796,-0.025208855,1752.6691,1970000.0,1124.0,123125.0,,30752.0,0.0002007968,0.1,1.6150333 +1334.2,931.832,-0.026143074,1752.2124,1980000.0,1130.0,123750.0,,30912.0,0.0002005408,0.1,1.6792598 +1340.6,939.6241,-0.023286823,1750.2198,1990000.0,1137.0,124375.0,,31072.0,0.0002002848,0.1,1.5459253 +1348.8,947.562,-0.021933356,1749.7812,2000000.0,1143.0,125000.0,,31232.0,0.0002000288,0.1,1.6320822 +1367.4,955.59204,0.0027873663,1749.3473,2010000.0,1149.0,125625.0,,31392.0,0.0001997728,0.1,1.7481785 +1371.8,963.6599,-0.021796992,1748.9177,2020000.0,1155.0,126250.0,,31552.0,0.0001995168,0.1,1.5276682 +1363.0,971.6599,-0.018820303,1748.4927,2030000.0,1161.0,126875.0,,31712.0,0.0001992608,0.1,1.5126237 +1379.6,979.8579,-0.025834404,1748.072,2040000.0,1167.0,127500.0,,31872.0,0.0001990048,0.1,1.5746001 +1395.4,988.274,-0.011751784,1747.6556,2050000.0,1173.0,128125.0,,32000.0,0.0001988,0.1,1.6069803 +1397.4,996.57794,-0.014843783,1747.2434,2060000.0,1179.0,128750.0,,32160.0,0.000198544,0.1,1.5314107 +1400.0,1004.954,-0.012509121,1746.8354,2070000.0,1185.0,129375.0,,32320.0,0.000198288,0.1,1.5727077 +1388.6,1013.144,-0.022443054,1744.9664,2080000.0,1192.0,130000.0,,32480.0,0.000198032,0.1,1.6063766 +1391.6,1021.31805,-0.020611376,1744.5743,2090000.0,1198.0,130625.0,,32640.0,0.000197776,0.1,1.7658374 +1394.8,1029.496,-0.022444991,1744.186,2100000.0,1204.0,131250.0,,32800.0,0.00019752,0.1,1.587573 +1399.2,1037.652,-0.02502554,1743.8016,2110000.0,1210.0,131875.0,,32960.0,0.000197264,0.1,1.515832 +1400.6,1045.708,-0.025440112,1743.421,2120000.0,1216.0,132500.0,,33120.0,0.000197008,0.1,1.5611117 +1405.4,1053.746,-0.02271112,1741.619,2130000.0,1223.0,133125.0,,33280.0,0.000196752,0.1,1.5442891 +1417.6,1061.896,-0.013785489,1742.671,2140000.0,1228.0,133750.0,,33408.0,0.0001965472,0.1,1.5719458 +1413.8,1069.8799,-0.003562611,1740.8907,2150000.0,1235.0,134375.0,,33568.0,0.0001962912,0.1,1.7541207 +1423.6,1077.8579,-0.025805267,1740.5319,2160000.0,1241.0,135000.0,,33728.0,0.0001960352,0.1,1.630806 +1416.0,1085.682,-0.01113706,1740.1764,2170000.0,1247.0,135625.0,,33888.0,0.0001957792,0.1,1.6931386 +1413.0,1093.432,-0.0028241486,1739.8245,2180000.0,1253.0,136250.0,,34048.0,0.0001955232,0.1,1.5783128 +1411.6,1101.066,-0.025958467,1739.4758,2190000.0,1259.0,136875.0,,34208.0,0.0001952672,0.1,1.5336317 +1417.6,1108.644,-0.014930314,1737.7567,2200000.0,1266.0,137500.0,,34368.0,0.0001950112,0.1,1.6190492 +1407.6,1116.032,-0.026405703,1737.4214,2210000.0,1272.0,138125.0,,34528.0,0.0001947552,0.1,1.5411074 +1411.4,1123.5021,-0.024235958,1737.0892,2220000.0,1278.0,138750.0,,34656.0,0.0001945504,0.1,1.600482 +1421.8,1131.084,-0.013549175,1736.7601,2230000.0,1284.0,139375.0,,34816.0,0.0001942944,0.1,1.5252148 +1417.6,1138.7699,-0.011284441,1736.4341,2240000.0,1290.0,140000.0,,34976.0,0.0001940384,0.1,1.5730283 +1419.4,1146.4758,-0.026835946,1734.7726,2250000.0,1297.0,140625.0,,35136.0,0.0001937824,0.1,1.6024511 +1419.0,1154.158,-0.02213161,1734.459,2260000.0,1303.0,141250.0,,35296.0,0.0001935264,0.1,1.5299915 +1421.0,1161.84,-0.028188014,1734.1482,2270000.0,1309.0,141875.0,,35456.0,0.0001932704,0.1,1.6869973 +1439.8,1169.6339,-0.024582699,1733.8403,2280000.0,1315.0,142500.0,,35616.0,0.0001930144,0.1,1.5996779 +1445.2,1177.432,-0.017894879,1732.2239,2290000.0,1322.0,143125.0,,35776.0,0.0001927584,0.1,1.6790254 +1449.4,1185.152,-0.01999083,1731.9277,2300000.0,1328.0,143750.0,,35936.0,0.0001925024,0.1,1.5364285 +1438.0,1192.6599,-0.010489792,1731.6342,2310000.0,1334.0,144375.0,,36064.0,0.0001922976,0.1,1.6397216 +1435.2,1200.0719,-0.027376965,1731.3433,2320000.0,1340.0,145000.0,,36224.0,0.0001920416,0.1,1.5621352 +1437.6,1207.474,-0.015160917,1731.0549,2330000.0,1346.0,145625.0,,36384.0,0.0001917856,0.1,1.6538677 +1436.4,1214.876,-0.025640948,1729.49,2340000.0,1353.0,146250.0,,36544.0,0.0001915296,0.1,1.675344 +1439.8,1222.152,-0.025651451,1729.2126,2350000.0,1359.0,146875.0,,36704.0,0.0001912736,0.1,1.6390718 +1426.2,1229.178,-0.0093836505,1728.9377,2360000.0,1365.0,147500.0,,36864.0,0.0001910176,0.1,1.6358132 +1440.4,1236.2139,-0.007281384,1727.4053,2370000.0,1372.0,148125.0,,37024.0,0.0001907616,0.1,1.6544535 +1453.0,1243.21,-0.020643195,1727.1407,2380000.0,1378.0,148750.0,,37184.0,0.0001905056,0.1,1.6612304 +1453.8,1250.0879,-0.023452846,1728.1273,2390000.0,1383.0,149375.0,,37312.0,0.0001903008,0.1,1.6412566 +1445.0,1256.6058,-0.01918563,1726.6187,2400000.0,1390.0,150000.0,,37472.0,0.0001900448,0.1,1.7261558 +1449.4,1262.872,-0.009677449,1726.3611,2410000.0,1396.0,150625.0,,37632.0,0.0001897888,0.1,1.7113317 +1438.4,1269.0018,-0.022468608,1726.1056,2420000.0,1402.0,151250.0,,37792.0,0.0001895328,0.1,1.7133596 +1440.2,1274.94,-0.028266804,1725.8523,2430000.0,1408.0,151875.0,,37952.0,0.0001892768,0.1,1.6020668 +1448.0,1280.886,-0.024128752,1724.3816,2440000.0,1415.0,152500.0,,38112.0,0.0001890208,0.1,1.6760616 +1449.6,1286.728,-0.010189903,1724.138,2450000.0,1421.0,153125.0,,38272.0,0.0001887648,0.1,1.5439066 +1448.8,1292.482,-0.0060521904,1723.8962,2460000.0,1427.0,153750.0,,38432.0,0.0001885088,0.1,1.6365663 +1447.8,1298.1,-0.032480538,1723.6566,2470000.0,1433.0,154375.0,,38592.0,0.0001882528,0.1,1.7257537 +1452.8,1303.4459,-0.022109684,1723.4191,2480000.0,1439.0,155000.0,,38720.0,0.000188048,0.1,1.5843829 +1460.8,1308.6779,-0.029628087,1721.9917,2490000.0,1446.0,155625.0,,38880.0,0.000187792,0.1,1.721284 +1454.6,1313.6879,-0.026679073,1721.7631,2500000.0,1452.0,156250.0,,39040.0,0.000187536,0.1,1.7179037 +1455.2,1318.548,-0.018136173,1721.5364,2510000.0,1458.0,156875.0,,39200.0,0.00018728,0.1,1.7561941 +1472.2,1323.4559,-0.018118203,1720.1365,2520000.0,1465.0,157500.0,,39360.0,0.000187024,0.1,1.6822573 +1474.8,1328.1959,-0.02652711,1719.9185,2530000.0,1471.0,158125.0,,39520.0,0.000186768,0.1,1.7089183 +1475.2,1332.8441,-0.02479157,1719.7021,2540000.0,1477.0,158750.0,,39680.0,0.000186512,0.1,1.6467285 +1471.2,1337.284,-0.003442211,1719.4875,2550000.0,1483.0,159375.0,,39840.0,0.000186256,0.1,1.6284795 +1484.8,1341.788,-0.028244512,1718.1208,2560000.0,1490.0,160000.0,,40000.0,0.000186,0.1,1.6084933 +1490.4,1346.16,-0.026315272,1717.9144,2570000.0,1496.0,160625.0,,40128.0,0.0001857952,0.1,1.5966569 +1492.2,1350.4181,-0.028689979,1717.7097,2580000.0,1502.0,161250.0,,40288.0,0.0001855392,0.1,1.6110249 +1497.6,1354.558,-0.028393121,1717.5066,2590000.0,1508.0,161875.0,,40448.0,0.0001852832,0.1,1.5940013 +1518.8,1358.828,-0.029463233,1716.1716,2600000.0,1515.0,162500.0,,40608.0,0.0001850272,0.1,1.6901215 +1530.2,1363.028,-0.029243972,1715.9763,2610000.0,1521.0,163125.0,,40768.0,0.0001847712,0.1,1.6716131 +1527.2,1367.1039,-0.030774135,1715.7826,2620000.0,1527.0,163750.0,,40928.0,0.0001845152,0.1,1.7542245 +1544.6,1371.364,-0.021746667,1714.4719,2630000.0,1534.0,164375.0,,41088.0,0.0001842592,0.1,1.6752307 +1547.6,1375.4441,-0.027787937,1714.2858,2640000.0,1540.0,165000.0,,41248.0,0.0001840032,0.1,1.6614921 +1550.2,1379.386,-0.025547944,1714.101,2650000.0,1546.0,165625.0,,41376.0,0.0001837984,0.1,1.6942214 +1555.4,1383.318,-0.027761636,1712.814,2660000.0,1553.0,166250.0,,41536.0,0.0001835424,0.1,1.6556214 +1566.8,1387.398,-0.024383083,1712.6364,2670000.0,1559.0,166875.0,,41696.0,0.0001832864,0.1,1.6257651 +1569.2,1391.374,-0.027213164,1712.4601,2680000.0,1565.0,167500.0,,41856.0,0.0001830304,0.1,1.6918863 +1564.2,1395.1741,0.011102301,1712.2852,2690000.0,1571.0,168125.0,,42016.0,0.0001827744,0.1,1.7292995 +1561.0,1398.874,-0.028542627,1712.1116,2700000.0,1577.0,168750.0,,42176.0,0.0001825184,0.1,1.7639577 +1564.4,1402.484,-0.028876621,1710.8586,2710000.0,1584.0,169375.0,,42336.0,0.0001822624,0.1,1.5497252 +1570.2,1406.1222,-0.024207572,1710.6918,2720000.0,1590.0,170000.0,,42496.0,0.0001820064,0.1,1.6222109 +1574.2,1409.6581,-0.023628538,1710.5264,2730000.0,1596.0,170625.0,,42656.0,0.0001817504,0.1,1.6493064 +1572.2,1413.1501,-0.028099798,1710.362,2740000.0,1602.0,171250.0,,42784.0,0.0001815456,0.1,1.6637979 +1576.4,1416.4742,-0.019015903,1710.199,2750000.0,1608.0,171875.0,,42944.0,0.0001812896,0.1,1.7448004 +1562.2,1419.5883,-0.012055158,1710.0372,2760000.0,1614.0,172500.0,,43104.0,0.0001810336,0.1,1.5789762 +1554.4,1422.6104,-0.028291557,1708.8217,2770000.0,1621.0,173125.0,,43264.0,0.0001807776,0.1,1.5720334 +1565.2,1425.8022,-0.0140861375,1708.6663,2780000.0,1627.0,173750.0,,43424.0,0.0001805216,0.1,1.6566932 +1555.8,1428.842,-0.023175165,1708.512,2790000.0,1633.0,174375.0,,43584.0,0.0001802656,0.1,1.6409397 +1543.2,1431.7543,-0.01754367,1707.317,2800000.0,1640.0,175000.0,,43744.0,0.0001800096,0.1,1.5795884 +1544.4,1434.6781,-0.024982931,1707.169,2810000.0,1646.0,175625.0,,43904.0,0.0001797536,0.1,1.7852821 +1540.4,1437.4421,-0.026109107,1707.0219,2820000.0,1652.0,176250.0,,44032.0,0.0001795488,0.1,1.5361178 +1540.2,1440.1663,-0.0260589,1705.8469,2830000.0,1659.0,176875.0,,44192.0,0.0001792928,0.1,1.574441 +1540.4,1442.8683,-0.024132617,1705.7057,2840000.0,1665.0,177500.0,,44352.0,0.0001790368,0.1,1.5031787 +1538.0,1445.4861,-0.013755565,1704.5454,2850000.0,1672.0,178125.0,,44512.0,0.0001787808,0.1,1.5587356 +1533.8,1448.08,-0.022365596,1704.41,2860000.0,1678.0,178750.0,,44672.0,0.0001785248,0.1,1.5278661 +1534.2,1450.5981,-0.011734556,1703.264,2870000.0,1685.0,179375.0,,44832.0,0.0001782688,0.1,1.6024487 +1532.8,1453.098,-0.026872026,1703.1343,2880000.0,1691.0,180000.0,,44992.0,0.0001780128,0.1,1.5452027 +1536.2,1455.4459,0.0026600081,1702.0023,2890000.0,1698.0,180625.0,,45152.0,0.0001777568,0.1,1.5293565 +1544.0,1457.8782,-0.028312942,1701.8779,2900000.0,1704.0,181250.0,,45312.0,0.0001775008,0.1,1.5335114 +1550.2,1460.2781,-0.027587757,1701.7544,2910000.0,1710.0,181875.0,,45440.0,0.000177296,0.1,1.5872122 +1543.4,1462.4542,-0.014258113,1701.6317,2920000.0,1716.0,182500.0,,45600.0,0.00017704,0.1,1.5993195 +1549.4,1464.6522,-0.023537416,1701.5099,2930000.0,1722.0,183125.0,,45760.0,0.000176784,0.1,1.5136843 +1544.0,1466.8042,-0.02355602,1700.4049,2940000.0,1729.0,183750.0,,45920.0,0.000176528,0.1,1.4908286 +1539.2,1468.9482,-0.015247867,1700.2882,2950000.0,1735.0,184375.0,,46080.0,0.000176272,0.1,1.526191 +1535.2,1471.0302,-0.013112996,1699.1963,2960000.0,1742.0,185000.0,,46240.0,0.000176016,0.1,1.5666938 +1551.0,1473.234,0.012852813,1699.0847,2970000.0,1748.0,185625.0,,46400.0,0.00017576,0.1,1.614225 +1539.2,1475.284,-0.012839278,1698.0057,2980000.0,1755.0,186250.0,,46560.0,0.000175504,0.1,1.732331 +1537.6,1477.254,-0.016947165,1698.8636,2990000.0,1760.0,186875.0,,46688.0,0.0001752992,0.1,1.6359502 +1536.2,1479.1279,-0.0275801,1697.7928,3000000.0,1767.0,187500.0,,46848.0,0.0001750432,0.1,1.7369958 +1549.6,1480.95,-0.024767065,1697.6875,3010000.0,1773.0,188125.0,,47008.0,0.0001747872,0.1,1.6584007 +1536.2,1482.5939,-0.022230243,1696.6293,3020000.0,1780.0,188750.0,,47168.0,0.0001745312,0.1,1.5764202 +1536.4,1484.3281,-0.017865295,1696.5286,3030000.0,1786.0,189375.0,,47328.0,0.0001742752,0.1,1.5580888 +1530.2,1485.8341,-0.030376814,1696.4286,3040000.0,1792.0,190000.0,,47488.0,0.0001740192,0.1,1.6100566 +1529.0,1487.1702,-0.02835078,1696.3292,3050000.0,1798.0,190625.0,,47648.0,0.0001737632,0.1,1.6962187 +1534.2,1488.5381,-0.029955091,1696.2306,3060000.0,1804.0,191250.0,,47808.0,0.0001735072,0.1,1.6583346 +1525.2,1489.7902,-0.031480856,1695.196,3070000.0,1811.0,191875.0,,47968.0,0.0001732512,0.1,1.6333774 +1521.4,1491.1182,-0.0113216415,1695.1018,3080000.0,1817.0,192500.0,,48096.0,0.0001730464,0.1,1.6357985 +1522.2,1492.4242,-0.029991226,1695.0082,3090000.0,1823.0,193125.0,,48256.0,0.0001727904,0.1,1.6420199 +1512.0,1493.5961,-0.025975345,1694.9153,3100000.0,1829.0,193750.0,,48416.0,0.0001725344,0.1,1.5104733 +1509.4,1494.6982,-0.02104696,1693.8998,3110000.0,1836.0,194375.0,,48576.0,0.0001722784,0.1,1.5821987 +1504.4,1495.7361,-0.021480668,1693.811,3120000.0,1842.0,195000.0,,48736.0,0.0001720224,0.1,1.6103928 +1503.8,1496.7202,-0.02604842,1693.7229,3130000.0,1848.0,195625.0,,48896.0,0.0001717664,0.1,1.5503421 +1495.6,1497.5,-0.013314393,1693.6354,3140000.0,1854.0,196250.0,,49056.0,0.0001715104,0.1,1.5338789 +1500.6,1498.3679,-0.025835281,1692.6383,3150000.0,1861.0,196875.0,,49216.0,0.0001712544,0.1,1.6690457 +1496.8,1499.0999,-0.02252611,1693.4619,3160000.0,1866.0,197500.0,,49344.0,0.0001710496,0.1,1.6570718 +1495.2,1499.8918,-0.020080475,1692.4719,3170000.0,1873.0,198125.0,,49504.0,0.0001707936,0.1,1.6260058 +1510.4,1500.866,-0.025295272,1692.3895,3180000.0,1879.0,198750.0,,49664.0,0.0001705376,0.1,1.5204499 +1526.0,1502.01,-0.02585224,1692.3077,3190000.0,1885.0,199375.0,,49824.0,0.0001702816,0.1,1.4441397 +1533.8,1503.1722,-0.030610764,1692.2263,3200000.0,1891.0,200000.0,,49984.0,0.0001700256,0.1,1.5729659 +1541.0,1504.5061,-0.030974634,1692.1455,3210000.0,1897.0,200625.0,,50144.0,0.0001697696,0.1,1.6123512 +1547.4,1505.8661,-0.013970034,1692.0652,3220000.0,1903.0,201250.0,,50304.0,0.0001695136,0.1,1.5164979 +1562.6,1507.2739,-0.030427866,1691.0995,3230000.0,1910.0,201875.0,,50464.0,0.0001692576,0.1,1.5959449 +1569.0,1508.7881,-0.023972776,1691.023,3240000.0,1916.0,202500.0,,50624.0,0.0001690016,0.1,1.5819463 +1572.4,1510.3181,-0.025812328,1690.9469,3250000.0,1922.0,203125.0,,50752.0,0.0001687968,0.1,1.5027632 +1573.4,1511.862,-0.024348166,1690.8713,3260000.0,1928.0,203750.0,,50912.0,0.0001685408,0.1,1.5790555 +1571.4,1513.3662,-0.02882595,1690.7963,3270000.0,1934.0,204375.0,,51072.0,0.0001682848,0.1,1.4816549 +1581.0,1514.7781,-0.025551772,1690.7217,3280000.0,1940.0,205000.0,,51232.0,0.0001680288,0.1,1.5589547 +1587.6,1516.2021,-0.015519372,1690.6475,3290000.0,1946.0,205625.0,,51392.0,0.0001677728,0.1,1.566613 +1595.2,1517.6602,-0.029491493,1690.5737,3300000.0,1952.0,206250.0,,51552.0,0.0001675168,0.1,1.5702382 +1597.0,1519.2501,-0.030247279,1689.6376,3310000.0,1959.0,206875.0,,51712.0,0.0001672608,0.1,1.6223395 +1602.6,1520.924,-0.025702655,1689.5674,3320000.0,1965.0,207500.0,,51872.0,0.0001670048,0.1,1.522331 +1607.0,1522.6179,-0.022836968,1689.4977,3330000.0,1971.0,208125.0,,52000.0,0.0001668,0.1,1.4720247 +1616.0,1524.4141,-0.014132679,1689.4285,3340000.0,1977.0,208750.0,,52160.0,0.000166544,0.1,1.5126623 +1615.8,1526.174,-0.030478599,1689.3595,3350000.0,1983.0,209375.0,,52320.0,0.000166288,0.1,1.5425304 +1621.0,1528.1221,-0.0257278,1689.2911,3360000.0,1989.0,210000.0,,52480.0,0.000166032,0.1,1.5367241 +1630.2,1530.02,-0.025306387,1688.3767,3370000.0,1996.0,210625.0,,52640.0,0.000165776,0.1,1.5442464 +1639.8,1531.888,-0.010670532,1688.3116,3380000.0,2002.0,211250.0,,52800.0,0.00016552,0.1,1.671907 +1639.4,1533.744,-0.027934723,1688.2471,3390000.0,2008.0,211875.0,,52960.0,0.000165264,0.1,1.6438377 +1631.8,1535.612,-0.027419062,1688.1827,3400000.0,2014.0,212500.0,,53120.0,0.000165008,0.1,1.5095239 +1634.6,1537.4641,-0.020889923,1688.1188,3410000.0,2020.0,213125.0,,53280.0,0.000164752,0.1,1.5720823 +1634.0,1539.42,-0.03125916,1688.0553,3420000.0,2026.0,213750.0,,53408.0,0.0001645472,0.1,1.4870713 +1629.6,1541.314,-0.028494064,1687.9921,3430000.0,2032.0,214375.0,,53568.0,0.0001642912,0.1,1.7313855 +1617.0,1543.0039,-0.028402235,1687.1016,3440000.0,2039.0,215000.0,,53728.0,0.0001640352,0.1,1.5688081 +1612.4,1544.6321,-0.02513351,1687.0415,3450000.0,2045.0,215625.0,,53888.0,0.0001637792,0.1,1.6456246 +1616.6,1546.31,-0.027922053,1686.9819,3460000.0,2051.0,216250.0,,54048.0,0.0001635232,0.1,1.440515 +1613.0,1547.962,-0.024673956,1687.7432,3470000.0,2056.0,216875.0,,54208.0,0.0001632672,0.1,1.629862 +1611.8,1549.552,-0.027847666,1687.6819,3480000.0,2062.0,217500.0,,54368.0,0.0001630112,0.1,1.5974044 +1616.2,1551.106,-0.0059981914,1688.4374,3490000.0,2067.0,218125.0,,54528.0,0.0001627552,0.1,1.645842 +1613.4,1552.6941,-0.028626516,1689.1892,3500000.0,2072.0,218750.0,,54656.0,0.0001625504,0.1,1.6080818 +1614.8,1554.29,-0.011909068,1689.1241,3510000.0,2078.0,219375.0,,54816.0,0.0001622944,0.1,1.6228396 +1603.8,1555.6061,-0.011614213,1689.0594,3520000.0,2084.0,220000.0,,54976.0,0.0001620384,0.1,1.654238 +1601.6,1556.8739,-0.011026059,1689.8037,3530000.0,2089.0,220625.0,,55136.0,0.0001617824,0.1,1.5881772 +1601.6,1558.1378,-0.024695614,1689.7374,3540000.0,2095.0,221250.0,,55296.0,0.0001615264,0.1,1.6333165 +1608.0,1559.5057,-0.013243367,1689.6716,3550000.0,2101.0,221875.0,,55456.0,0.0001612704,0.1,1.5344487 +1599.0,1560.6478,-0.019603044,1689.6061,3560000.0,2107.0,222500.0,,55616.0,0.0001610144,0.1,1.5242717 +1600.2,1561.746,-0.013424311,1689.5409,3570000.0,2113.0,223125.0,,55776.0,0.0001607584,0.1,1.5032439 +1599.2,1562.816,-0.023664592,1689.4762,3580000.0,2119.0,223750.0,,55936.0,0.0001605024,0.1,1.5289457 +1593.6,1563.7761,-0.02441997,1689.4117,3590000.0,2125.0,224375.0,,56064.0,0.0001602976,0.1,1.6165829 +1597.4,1564.5621,0.0037766388,1689.3478,3600000.0,2131.0,225000.0,,56224.0,0.0001600416,0.1,1.5209395 +1589.8,1565.158,-0.025348572,1690.075,3610000.0,2136.0,225625.0,,56384.0,0.0001597856,0.1,1.5501521 +1593.8,1565.8239,-0.019467944,1690.0093,3620000.0,2142.0,226250.0,,56544.0,0.0001595296,0.1,1.6390157 +1591.8,1566.2959,-0.025149383,1690.7312,3630000.0,2147.0,226875.0,,56704.0,0.0001592736,0.1,1.526734 +1589.4,1566.7139,-0.009951878,1690.6642,3640000.0,2153.0,227500.0,,56864.0,0.0001590176,0.1,1.5731757 +1597.8,1567.19,-0.026005438,1690.5975,3650000.0,2159.0,228125.0,,57024.0,0.0001587616,0.1,1.5371864 +1595.6,1567.5919,-0.031567644,1691.3124,3660000.0,2164.0,228750.0,,57184.0,0.0001585056,0.1,1.6163788 +1603.0,1567.9539,-0.01087773,1692.0239,3670000.0,2169.0,229375.0,,57312.0,0.0001583008,0.1,1.6112422 +1597.0,1568.232,-0.0059081493,1691.954,3680000.0,2175.0,230000.0,,57472.0,0.0001580448,0.1,1.576685 +1597.8,1568.568,-0.030966217,1692.6605,3690000.0,2180.0,230625.0,,57632.0,0.0001577888,0.1,1.6529644 +1596.0,1568.918,-0.010224297,1693.3639,3700000.0,2185.0,231250.0,,57792.0,0.0001575328,0.1,1.6355398 +1599.0,1569.2639,-0.03250865,1693.2908,3710000.0,2191.0,231875.0,,57952.0,0.0001572768,0.1,1.6139314 +1595.4,1569.5161,-0.019595778,1693.218,3720000.0,2197.0,232500.0,,58112.0,0.0001570208,0.1,1.5328 +1608.8,1569.862,-0.026300037,1693.9147,3730000.0,2202.0,233125.0,,58272.0,0.0001567648,0.1,1.6129696 +1598.8,1570.1282,-0.013978044,1694.608,3740000.0,2207.0,233750.0,,58432.0,0.0001565088,0.1,1.6831975 +1611.6,1570.48,-0.027542615,1694.5323,3750000.0,2213.0,234375.0,,58592.0,0.0001562528,0.1,1.7236745 +1614.8,1571.006,-0.028662033,1695.221,3760000.0,2218.0,235000.0,,58720.0,0.000156048,0.1,1.6769872 +1619.2,1571.6539,-0.030491302,1695.9064,3770000.0,2223.0,235625.0,,58880.0,0.000155792,0.1,1.673188 +1623.6,1572.2378,-0.022462863,1696.5889,3780000.0,2228.0,236250.0,,59040.0,0.000155536,0.1,1.7651598 +1621.2,1572.8921,-0.03035729,1696.5085,3790000.0,2234.0,236875.0,,59200.0,0.00015528,0.1,1.6791489 +1615.0,1573.61,-0.031527653,1697.1863,3800000.0,2239.0,237500.0,,59360.0,0.000155024,0.1,1.6616403 +1616.6,1574.3319,-0.032700278,1697.861,3810000.0,2244.0,238125.0,,59520.0,0.000154768,0.1,1.6896966 +1607.2,1575.0,-0.0051072985,1698.5327,3820000.0,2249.0,238750.0,,59680.0,0.000154512,0.1,1.6940203 +1604.8,1575.646,-0.0112186335,1698.4479,3830000.0,2255.0,239375.0,,59840.0,0.000154256,0.1,1.6802101 +1596.6,1576.2078,-0.01099604,1699.115,3840000.0,2260.0,240000.0,,60000.0,0.000154,0.1,1.7316382 +1592.4,1576.7518,-0.025713302,1699.7793,3850000.0,2265.0,240625.0,,60128.0,0.0001537952,0.1,1.749156 +1595.8,1577.3718,-0.03155237,1700.4406,3860000.0,2270.0,241250.0,,60288.0,0.0001535392,0.1,1.6897842 +1590.0,1577.9298,-0.029237615,1700.3514,3870000.0,2276.0,241875.0,,60448.0,0.0001532832,0.1,1.6267192 +1590.8,1578.51,-0.02987967,1701.0083,3880000.0,2281.0,242500.0,,60608.0,0.0001530272,0.1,1.638583 +1599.4,1579.1418,-0.021237526,1701.6622,3890000.0,2286.0,243125.0,,60768.0,0.0001527712,0.1,1.6393436 +1597.8,1579.6798,-0.030232595,1701.5707,3900000.0,2292.0,243750.0,,60928.0,0.0001525152,0.1,1.7010937 +1592.8,1580.106,-0.03152127,1702.2203,3910000.0,2297.0,244375.0,,61088.0,0.0001522592,0.1,1.6012732 +1592.6,1580.598,0.0014206832,1702.8671,3920000.0,2302.0,245000.0,,61248.0,0.0001520032,0.1,1.602107 +1586.6,1580.9698,-0.02619389,1703.5111,3930000.0,2307.0,245625.0,,61376.0,0.0001517984,0.1,1.6031065 +1583.4,1581.3639,-0.027629446,1703.4155,3940000.0,2313.0,246250.0,,61536.0,0.0001515424,0.1,1.7247893 +1588.2,1581.854,-0.015681433,1704.0552,3950000.0,2318.0,246875.0,,61696.0,0.0001512864,0.1,1.5971702 +1588.6,1582.388,-0.025921311,1704.6923,3960000.0,2323.0,247500.0,,61856.0,0.0001510304,0.1,1.5416183 +1584.6,1582.7241,-0.020459734,1705.3264,3970000.0,2328.0,248125.0,,62016.0,0.0001507744,0.1,1.6677862 +1581.6,1583.1478,-0.029972471,1705.227,3980000.0,2334.0,248750.0,,62176.0,0.0001505184,0.1,1.6374354 +1580.0,1583.5719,-0.034863733,1705.8572,3990000.0,2339.0,249375.0,,62336.0,0.0001502624,0.1,1.7041668 +1579.2,1584.0018,-0.03024582,1706.4846,4000000.0,2344.0,250000.0,,62496.0,0.0001500064,0.1,1.6165512 +1595.8,1584.4641,-0.030542426,1706.3829,4010000.0,2350.0,250625.0,,62656.0,0.0001497504,0.1,1.6527368 +1594.4,1585.0459,-0.030941624,1707.7316,4020000.0,2354.0,251250.0,,62784.0,0.0001495456,0.1,1.6122117 +1604.4,1585.7261,-0.029698316,1708.351,4030000.0,2359.0,251875.0,,62944.0,0.0001492896,0.1,1.5917883 +1610.4,1586.5281,-0.03319047,1708.2452,4040000.0,2365.0,252500.0,,63104.0,0.0001490336,0.1,1.6659603 +1623.2,1587.4702,-0.03318955,1708.8607,4050000.0,2370.0,253125.0,,63264.0,0.0001487776,0.1,1.652045 +1635.6,1588.484,-0.031534124,1709.4736,4060000.0,2375.0,253750.0,,63424.0,0.0001485216,0.1,1.5598468 +1636.8,1589.6,0.015215088,1709.3658,4070000.0,2381.0,254375.0,,63584.0,0.0001482656,0.1,1.5645964 +1633.0,1590.716,-0.016959054,1709.9749,4080000.0,2386.0,255000.0,,63744.0,0.0001480096,0.1,1.734817 +1636.4,1591.8579,-0.008314994,1709.8662,4090000.0,2392.0,255625.0,,63904.0,0.0001477536,0.1,1.758534 +1632.2,1593.06,-0.03075808,1710.4714,4100000.0,2397.0,256250.0,,64032.0,0.0001475488,0.1,1.6775151 +1630.2,1594.2681,-0.027904123,1711.0741,4110000.0,2402.0,256875.0,,64192.0,0.0001472928,0.1,1.7453258 +1632.4,1595.5481,-0.031419475,1710.9635,4120000.0,2408.0,257500.0,,64352.0,0.0001470368,0.1,1.6467183 +1638.8,1596.898,-0.030896235,1710.8534,4130000.0,2414.0,258125.0,,64512.0,0.0001467808,0.1,1.5819187 +1648.2,1598.4241,-0.026392754,1711.451,4140000.0,2419.0,258750.0,,64672.0,0.0001465248,0.1,1.6516242 +1656.0,1599.978,-0.02879527,1711.3402,4150000.0,2425.0,259375.0,,64832.0,0.0001462688,0.1,1.5949397 +1662.2,1601.6321,-0.028007321,1711.23,4160000.0,2431.0,260000.0,,64992.0,0.0001460128,0.1,1.6067103 +1665.8,1603.338,-0.030695736,1711.8226,4170000.0,2436.0,260625.0,,65152.0,0.0001457568,0.1,1.6540871 +1670.0,1604.9341,-0.031839132,1711.7117,4180000.0,2442.0,261250.0,,65312.0,0.0001455008,0.1,1.6857264 +1673.2,1606.4059,-0.030720467,1711.6013,4190000.0,2448.0,261875.0,,65440.0,0.000145296,0.1,1.6669238 +1678.4,1607.852,-0.03339535,1712.1892,4200000.0,2453.0,262500.0,,65600.0,0.00014504,0.1,1.6354656 +1683.0,1609.272,-0.02917045,1712.0781,4210000.0,2459.0,263125.0,,65760.0,0.000144784,0.1,1.6404058 +1678.4,1610.582,-0.025442446,1711.9675,4220000.0,2465.0,263750.0,,65920.0,0.000144528,0.1,1.5283189 +1678.6,1611.7421,-0.027384184,1712.5507,4230000.0,2470.0,264375.0,,66080.0,0.000144272,0.1,1.5846183 +1682.4,1612.876,-0.026052734,1712.4395,4240000.0,2476.0,265000.0,,66240.0,0.000144016,0.1,1.5596509 +1678.2,1613.934,-0.02868882,1713.0189,4250000.0,2481.0,265625.0,,66400.0,0.00014376,0.1,1.5170615 +1679.6,1614.996,-0.03113202,1712.9071,4260000.0,2487.0,266250.0,,66560.0,0.000143504,0.1,1.5236058 +1679.8,1616.08,-0.029456079,1714.171,4270000.0,2491.0,266875.0,,66688.0,0.0001432992,0.1,1.5897173 +1675.0,1617.02,-0.027434764,1714.0569,4280000.0,2497.0,267500.0,,66848.0,0.0001430432,0.1,1.6549008 +1682.0,1617.9639,-0.028657211,1714.6283,4290000.0,2502.0,268125.0,,67008.0,0.0001427872,0.1,1.5874143 +1687.0,1618.8821,-0.028287021,1715.1974,4300000.0,2507.0,268750.0,,67168.0,0.0001425312,0.1,1.6288811 +1695.0,1619.862,-0.028907094,1715.7643,4310000.0,2512.0,269375.0,,67328.0,0.0001422752,0.1,1.5440403 +1696.4,1620.8,-0.026516054,1715.6473,4320000.0,2518.0,270000.0,,67488.0,0.0001420192,0.1,1.44223 +1701.6,1621.746,-0.011985214,1715.5309,4330000.0,2524.0,270625.0,,67648.0,0.0001417632,0.1,1.5544575 +1702.0,1622.606,-0.025380556,1716.0933,4340000.0,2529.0,271250.0,,67808.0,0.0001415072,0.1,1.5417103 +1696.8,1623.4159,-0.02970007,1715.9763,4350000.0,2535.0,271875.0,,67968.0,0.0001412512,0.1,1.5797368 +1690.2,1624.1079,-0.03251571,1716.5354,4360000.0,2540.0,272500.0,,68096.0,0.0001410464,0.1,1.6431701 +1691.0,1624.716,-0.030046904,1717.0923,4370000.0,2545.0,273125.0,,68256.0,0.0001407904,0.1,1.4840813 +1689.8,1625.2161,-0.026594212,1716.9738,4380000.0,2551.0,273750.0,,68416.0,0.0001405344,0.1,1.4748616 +1689.0,1625.7119,-0.02439149,1716.8557,4390000.0,2557.0,274375.0,,68576.0,0.0001402784,0.1,1.3575671 +1690.0,1626.294,-0.027534924,1717.4083,4400000.0,2562.0,275000.0,,68736.0,0.0001400224,0.1,1.5578369 +1690.4,1626.852,-0.02849424,1717.9587,4410000.0,2567.0,275625.0,,68896.0,0.0001397664,0.1,1.4634929 +1694.6,1627.4581,-0.02775837,1718.507,4420000.0,2572.0,276250.0,,69056.0,0.0001395104,0.1,1.5370158 +1693.2,1628.0941,-0.03132739,1718.3864,4430000.0,2578.0,276875.0,,69216.0,0.0001392544,0.1,1.592758 +1697.4,1628.8981,-0.027975185,1719.5972,4440000.0,2582.0,277500.0,,69344.0,0.0001390496,0.1,1.6742601 +1700.4,1629.7781,-0.028701354,1719.4745,4450000.0,2588.0,278125.0,,69504.0,0.0001387936,0.1,1.5243454 +1704.4,1630.6562,-0.013448088,1720.0154,4460000.0,2593.0,278750.0,,69664.0,0.0001385376,0.1,1.5007056 +1701.6,1631.5422,-0.027300874,1719.8922,4470000.0,2599.0,279375.0,,69824.0,0.0001382816,0.1,1.4721565 +1699.4,1632.4181,-0.025785709,1720.43,4480000.0,2604.0,280000.0,,69984.0,0.0001380256,0.1,1.4478147 +1693.0,1633.1859,-0.026252072,1720.3065,4490000.0,2610.0,280625.0,,70144.0,0.0001377696,0.1,1.3953112 +1697.8,1634.03,-0.026992504,1720.8413,4500000.0,2615.0,281250.0,,70304.0,0.0001375136,0.1,1.469505 +1698.0,1634.862,-0.030046389,1721.374,4510000.0,2620.0,281875.0,,70464.0,0.0001372576,0.1,1.5334444 +1700.4,1635.8281,-0.029301364,1721.9048,4520000.0,2625.0,282500.0,,70624.0,0.0001370016,0.1,1.5231249 +1703.2,1636.8441,-0.028007086,1722.4335,4530000.0,2630.0,283125.0,,70752.0,0.0001367968,0.1,1.5270255 +1704.0,1637.8682,-0.026499115,1722.3065,4540000.0,2636.0,283750.0,,70912.0,0.0001365408,0.1,1.4688079 +1704.2,1638.83,-0.02719197,1722.8323,4550000.0,2641.0,284375.0,,71072.0,0.0001362848,0.1,1.5149157 +1702.2,1639.8622,-0.029368725,1723.356,4560000.0,2646.0,285000.0,,71232.0,0.0001360288,0.1,1.5240684 +1709.2,1640.952,-0.028874097,1723.8778,4570000.0,2651.0,285625.0,,71392.0,0.0001357728,0.1,1.4967405 +1713.6,1642.0961,-0.02759959,1723.7485,4580000.0,2657.0,286250.0,,71552.0,0.0001355168,0.1,1.4690126 +1712.0,1643.28,-0.03053775,1724.2675,4590000.0,2662.0,286875.0,,71712.0,0.0001352608,0.1,1.48441 +1713.8,1644.4441,-0.029525368,1724.7844,4600000.0,2667.0,287500.0,,71872.0,0.0001350048,0.1,1.4685004 +1717.0,1645.716,-0.026356993,1725.2994,4610000.0,2672.0,288125.0,,72000.0,0.0001348,0.1,1.4756248 +1713.0,1646.908,-0.010848248,1725.1681,4620000.0,2678.0,288750.0,,72160.0,0.000134544,0.1,1.5644155 +1711.4,1648.104,-0.027251242,1725.6802,4630000.0,2683.0,289375.0,,72320.0,0.000134288,0.1,1.5922867 +1707.0,1649.28,-0.011268861,1726.1904,4640000.0,2688.0,290000.0,,72480.0,0.000134032,0.1,1.6160984 +1701.4,1650.316,-0.027717628,1726.0579,4650000.0,2694.0,290625.0,,72640.0,0.000133776,0.1,1.415988 +1696.2,1651.322,-0.024250887,1726.5654,4660000.0,2699.0,291250.0,,72800.0,0.00013352,0.1,1.5216029 +1695.2,1652.2443,-0.02971307,1727.071,4670000.0,2704.0,291875.0,,72960.0,0.000133264,0.1,1.4706141 +1690.4,1653.1781,-0.033004005,1727.5747,4680000.0,2709.0,292500.0,,73120.0,0.000133008,0.1,1.5493283 +1690.2,1654.1022,-0.015016034,1727.4402,4690000.0,2715.0,293125.0,,73280.0,0.000132752,0.1,1.4983735 +1701.8,1655.1602,-0.026686035,1727.9412,4700000.0,2720.0,293750.0,,73408.0,0.0001325472,0.1,1.4904976 +1703.6,1656.206,-0.025729317,1728.4403,4710000.0,2725.0,294375.0,,73568.0,0.0001322912,0.1,1.4685255 +1696.4,1657.216,-0.026244184,1728.9377,4720000.0,2730.0,295000.0,,73728.0,0.0001320352,0.1,1.4408879 +1688.6,1658.0139,-0.02802208,1728.8011,4730000.0,2736.0,295625.0,,73888.0,0.0001317792,0.1,1.4109452 +1696.8,1658.9939,-0.013775662,1729.2959,4740000.0,2741.0,296250.0,,74048.0,0.0001315232,0.1,1.5066426 +1691.6,1659.794,-0.029889314,1729.7888,4750000.0,2746.0,296875.0,,74208.0,0.0001312672,0.1,1.5376045 +1692.6,1660.5718,-0.026553309,1730.2799,4760000.0,2751.0,297500.0,,74368.0,0.0001310112,0.1,1.4762303 +1691.4,1661.294,-0.0076509574,1730.1415,4770000.0,2757.0,298125.0,,74528.0,0.0001307552,0.1,1.453465 +1700.4,1662.062,-0.025201991,1730.63,4780000.0,2762.0,298750.0,,74656.0,0.0001305504,0.1,1.4717727 +1701.0,1662.86,-0.028252486,1731.1167,4790000.0,2767.0,299375.0,,74816.0,0.0001302944,0.1,1.4515418 +1691.0,1663.62,-0.029719722,1731.6017,4800000.0,2772.0,300000.0,,74976.0,0.0001300384,0.1,1.4338115 +1694.2,1664.3961,-0.027807308,1731.4614,4810000.0,2778.0,300625.0,,75136.0,0.0001297824,0.1,1.4761236 +1695.6,1665.28,-0.029547838,1731.3219,4820000.0,2784.0,301250.0,,75296.0,0.0001295264,0.1,1.5082545 +1692.8,1666.16,-0.030059226,1731.8035,4830000.0,2789.0,301875.0,,75456.0,0.0001292704,0.1,1.5928069 +1691.6,1667.1099,-0.029544698,1731.6637,4840000.0,2795.0,302500.0,,75616.0,0.0001290144,0.1,1.5968926 +1693.8,1668.1238,-0.032513216,1730.9065,4850000.0,2802.0,303125.0,,75776.0,0.0001287584,0.1,1.5107803 +1699.0,1669.1559,-0.027774457,1730.7693,4860000.0,2808.0,303750.0,,75936.0,0.0001285024,0.1,1.5354424 +1708.2,1670.338,-0.006903907,1730.6326,4870000.0,2814.0,304375.0,,76064.0,0.0001282976,0.1,1.5884032 +1712.8,1671.558,-0.016282637,1730.4965,4880000.0,2820.0,305000.0,,76224.0,0.0001280416,0.1,1.5416763 +1716.8,1672.732,-0.031618655,1729.7489,4890000.0,2827.0,305625.0,,76384.0,0.0001277856,0.1,1.6566589 +1721.8,1673.972,-0.034669094,1729.6152,4900000.0,2833.0,306250.0,,76544.0,0.0001275296,0.1,1.6677095 +1725.8,1675.3019,-0.03160998,1729.4822,4910000.0,2839.0,306875.0,,76704.0,0.0001272736,0.1,1.6046827 +1725.8,1676.6339,-0.028194565,1729.3497,4920000.0,2845.0,307500.0,,76864.0,0.0001270176,0.1,1.4772729 +1727.6,1678.044,-0.031947814,1728.6115,4930000.0,2852.0,308125.0,,77024.0,0.0001267616,0.1,1.679261 +1727.0,1679.48,-0.015313601,1728.4814,4940000.0,2858.0,308750.0,,77184.0,0.0001265056,0.1,1.5924282 +1731.8,1680.9159,-0.029369952,1728.3519,4950000.0,2864.0,309375.0,,77312.0,0.0001263008,0.1,1.5572783 +1727.4,1682.3041,-0.027211111,1728.223,4960000.0,2870.0,310000.0,,77472.0,0.0001260448,0.1,1.5576289 +1727.0,1683.7281,-0.014388492,1728.0946,4970000.0,2876.0,310625.0,,77632.0,0.0001257888,0.1,1.5244291 +1719.8,1685.1101,-0.023751656,1727.3673,4980000.0,2883.0,311250.0,,77792.0,0.0001255328,0.1,1.4262898 +1718.2,1686.4921,-0.030279405,1727.2412,4990000.0,2889.0,311875.0,,77952.0,0.0001252768,0.1,1.6654596 +1723.6,1687.9359,-0.027115427,1727.1157,5000000.0,2895.0,312500.0,,78112.0,0.0001250208,0.1,1.5438954 +1722.4,1689.2021,-0.028117126,1726.9907,5010000.0,2901.0,313125.0,,78272.0,0.0001247648,0.1,1.5019131 +1733.6,1690.5941,-0.030532846,1726.2723,5020000.0,2908.0,313750.0,,78432.0,0.0001245088,0.1,1.6117016 +1734.8,1691.898,-0.018614627,1726.1497,5030000.0,2914.0,314375.0,,78592.0,0.0001242528,0.1,1.5817428 +1722.2,1693.016,-0.029026337,1726.0273,5040000.0,2920.0,315000.0,,78720.0,0.000124048,0.1,1.5119286 +1715.4,1693.9381,-0.026148826,1725.9056,5050000.0,2926.0,315625.0,,78880.0,0.000123792,0.1,1.4888619 +1724.8,1694.83,-0.028154176,1725.196,5060000.0,2933.0,316250.0,,79040.0,0.000123536,0.1,1.620858 +1720.4,1695.6663,-0.0318295,1725.0765,5070000.0,2939.0,316875.0,,79200.0,0.00012328,0.1,1.5123191 +1720.6,1696.542,-0.031061668,1724.3721,5080000.0,2946.0,317500.0,,79360.0,0.000123024,0.1,1.4778836 +1717.2,1697.35,-0.027588699,1724.2548,5090000.0,2952.0,318125.0,,79520.0,0.000122768,0.1,1.5571218 +1722.8,1698.256,-0.026965389,1724.138,5100000.0,2958.0,318750.0,,79680.0,0.000122512,0.1,1.5219932 +1721.8,1699.172,-0.02771265,1723.4402,5110000.0,2965.0,319375.0,,79840.0,0.000122256,0.1,1.5480719 +1720.2,1700.05,-0.027312271,1723.3254,5120000.0,2971.0,320000.0,,80000.0,0.000122,0.1,1.5050654 +1714.0,1700.802,-0.009972225,1723.7903,5130000.0,2976.0,320625.0,,80128.0,0.0001217952,0.1,1.6049678 +1714.8,1701.468,-0.025220938,1723.6754,5140000.0,2982.0,321250.0,,80288.0,0.0001215392,0.1,1.5265498 +1711.8,1702.0261,-0.028773887,1722.9843,5150000.0,2989.0,321875.0,,80448.0,0.0001212832,0.1,1.5230501 +1706.4,1702.468,-0.030036235,1722.8715,5160000.0,2995.0,322500.0,,80608.0,0.0001210272,0.1,1.6291873 +1717.2,1702.982,-0.004537081,1722.759,5170000.0,3001.0,323125.0,,80768.0,0.0001207712,0.1,1.6082702 +1717.4,1703.4559,-0.030196475,1722.6472,5180000.0,3007.0,323750.0,,80928.0,0.0001205152,0.1,1.5528265 +1719.0,1703.9142,-0.028977038,1721.9641,5190000.0,3014.0,324375.0,,81088.0,0.0001202592,0.1,1.4883466 +1723.8,1704.3679,-0.029532822,1721.8542,5200000.0,3020.0,325000.0,,81248.0,0.0001200032,0.1,1.596524 +1724.4,1704.782,-0.02442335,1721.7449,5210000.0,3026.0,325625.0,,81376.0,0.0001197984,0.1,1.5256279 +1714.2,1705.14,-0.02683816,1721.6359,5220000.0,3032.0,326250.0,,81536.0,0.0001195424,0.1,1.5835004 +1713.6,1705.49,-0.031471446,1720.9608,5230000.0,3039.0,326875.0,,81696.0,0.0001192864,0.1,1.5345695 +1708.4,1705.7501,-0.029496819,1720.8539,5240000.0,3045.0,327500.0,,81856.0,0.0001190304,0.1,1.5458621 +1706.4,1706.032,-0.016876487,1720.7473,5250000.0,3051.0,328125.0,,82016.0,0.0001187744,0.1,1.6138511 +1721.2,1706.4481,-0.028572563,1720.0785,5260000.0,3058.0,328750.0,,82176.0,0.0001185184,0.1,1.5131946 +1725.0,1706.9001,-0.027867181,1719.9739,5270000.0,3064.0,329375.0,,82336.0,0.0001182624,0.1,1.4602823 +1720.0,1707.3501,-0.02889093,1719.8698,5280000.0,3070.0,330000.0,,82496.0,0.0001180064,0.1,1.5772593 +1717.6,1707.706,-0.015778797,1719.7659,5290000.0,3076.0,330625.0,,82656.0,0.0001177504,0.1,1.5605576 +1721.0,1708.0459,-0.029161079,1719.6626,5300000.0,3082.0,331250.0,,82784.0,0.0001175456,0.1,1.5400636 +1721.0,1708.3059,-0.015649788,1719.5596,5310000.0,3088.0,331875.0,,82944.0,0.0001172896,0.1,1.6002166 +1719.4,1708.5359,-0.03122442,1718.9015,5320000.0,3095.0,332500.0,,83104.0,0.0001170336,0.1,1.514155 +1721.8,1708.7379,-0.02771942,1718.8004,5330000.0,3101.0,333125.0,,83264.0,0.0001167776,0.1,1.4962339 +1718.8,1708.9059,-0.029514965,1718.6997,5340000.0,3107.0,333750.0,,83424.0,0.0001165216,0.1,1.563961 +1721.4,1709.152,-0.032299213,1718.0475,5350000.0,3114.0,334375.0,,83584.0,0.0001162656,0.1,1.6448667 +1713.8,1709.388,-0.027560074,1717.9487,5360000.0,3120.0,335000.0,,83744.0,0.0001160096,0.1,1.6138035 +1715.6,1709.6339,-0.0037612934,1717.3009,5370000.0,3127.0,335625.0,,83904.0,0.0001157536,0.1,1.6357787 +1714.4,1709.88,-0.030051133,1717.7522,5380000.0,3132.0,336250.0,,84032.0,0.0001155488,0.1,1.4853462 +1707.4,1710.0641,-0.025347413,1717.1073,5390000.0,3139.0,336875.0,,84192.0,0.0001152928,0.1,1.5122299 +1708.4,1710.2482,-0.027759057,1717.0111,5400000.0,3145.0,337500.0,,84352.0,0.0001150368,0.1,1.5215721 +1708.6,1710.43,-0.029294986,1716.3706,5410000.0,3152.0,338125.0,,84512.0,0.0001147808,0.1,1.5030842 +1708.2,1710.566,-0.030618872,1716.2761,5420000.0,3158.0,338750.0,,84672.0,0.0001145248,0.1,1.5912861 +1709.2,1710.7261,-0.014254822,1716.182,5430000.0,3164.0,339375.0,,84832.0,0.0001142688,0.1,1.584126 +1701.8,1710.77,-0.030284034,1715.5471,5440000.0,3171.0,340000.0,,84992.0,0.0001140128,0.1,1.5550559 +1703.2,1710.7981,-0.02487149,1715.4548,5450000.0,3177.0,340625.0,,85152.0,0.0001137568,0.1,1.4924014 +1705.6,1710.81,-0.014538861,1714.8241,5460000.0,3184.0,341250.0,,85312.0,0.0001135008,0.1,1.5996083 +1706.2,1710.8561,-0.03059763,1715.2712,5470000.0,3189.0,341875.0,,85440.0,0.000113296,0.1,1.6606336 +1708.8,1710.95,-0.029192727,1715.1799,5480000.0,3195.0,342500.0,,85600.0,0.00011304,0.1,1.565561 +1711.2,1711.1321,-0.028179578,1714.5533,5490000.0,3202.0,343125.0,,85760.0,0.000112784,0.1,1.4710695 +1716.4,1711.3181,-0.026021883,1714.4639,5500000.0,3208.0,343750.0,,85920.0,0.000112528,0.1,1.4166269 +1724.6,1711.5841,-0.02918202,1714.3746,5510000.0,3214.0,344375.0,,86080.0,0.000112272,0.1,1.4607987 +1722.6,1711.8059,-0.028637426,1714.2858,5520000.0,3220.0,345000.0,,86240.0,0.000112016,0.1,1.5362911 +1719.6,1711.97,-0.02842861,1713.6659,5530000.0,3227.0,345625.0,,86400.0,0.00011176,0.1,1.4390858 +1721.2,1712.1417,-0.028758043,1713.5787,5540000.0,3233.0,346250.0,,86560.0,0.000111504,0.1,1.5206014 +1723.6,1712.3358,-0.0287872,1713.4918,5550000.0,3239.0,346875.0,,86688.0,0.0001112992,0.1,1.4852451 +1722.8,1712.5419,-0.023588983,1713.4053,5560000.0,3245.0,347500.0,,86848.0,0.0001110432,0.1,1.5256748 +1731.6,1712.766,-0.030885633,1713.319,5570000.0,3251.0,348125.0,,87008.0,0.0001107872,0.1,1.6049917 +1731.2,1712.9419,-0.030116985,1713.233,5580000.0,3257.0,348750.0,,87168.0,0.0001105312,0.1,1.6036501 +1732.6,1713.1478,-0.027616577,1712.6226,5590000.0,3264.0,349375.0,,87328.0,0.0001102752,0.1,1.5078397 +1732.2,1713.3319,-0.02733989,1712.5382,5600000.0,3270.0,350000.0,,87488.0,0.0001100192,0.1,1.4885974 +1745.4,1713.6161,-0.030426323,1712.4542,5610000.0,3276.0,350625.0,,87648.0,0.0001097632,0.1,1.5943704 +1746.0,1713.9459,-0.030268598,1711.8489,5620000.0,3283.0,351250.0,,87808.0,0.0001095072,0.1,1.5538077 +1752.6,1714.3579,-0.028958078,1711.7665,5630000.0,3289.0,351875.0,,87968.0,0.0001092512,0.1,1.3954704 +1757.6,1714.8638,-0.028633105,1711.6843,5640000.0,3295.0,352500.0,,88096.0,0.0001090464,0.1,1.4574447 +1758.0,1715.4298,-0.02749135,1711.6025,5650000.0,3301.0,353125.0,,88256.0,0.0001087904,0.1,1.4481785 +1768.2,1716.1499,-0.02324019,1711.521,5660000.0,3307.0,353750.0,,88416.0,0.0001085344,0.1,1.4256413 +1772.8,1716.9259,-0.029043885,1710.9233,5670000.0,3314.0,354375.0,,88576.0,0.0001082784,0.1,1.5508478 +1772.6,1717.7478,-0.02763592,1710.3282,5680000.0,3321.0,355000.0,,88736.0,0.0001080224,0.1,1.5183945 +1773.8,1718.5839,-0.027863136,1710.2495,5690000.0,3327.0,355625.0,,88896.0,0.0001077664,0.1,1.4975983 +1767.4,1719.2399,-0.02946275,1710.171,5700000.0,3333.0,356250.0,,89056.0,0.0001075104,0.1,1.6810048 +1763.8,1719.8419,-0.029112365,1709.5808,5710000.0,3340.0,356875.0,,89216.0,0.0001072544,0.1,1.5164404 +1756.6,1720.4438,-0.02588345,1710.0149,5720000.0,3345.0,357500.0,,89344.0,0.0001070496,0.1,1.5136306 +1755.6,1721.1139,-0.027255686,1709.4272,5730000.0,3352.0,358125.0,,89504.0,0.0001067936,0.1,1.5699515 +1758.6,1721.7317,-0.029206673,1709.3508,5740000.0,3358.0,358750.0,,89664.0,0.0001065376,0.1,1.5358891 +1762.4,1722.44,-0.026089128,1709.2747,5750000.0,3364.0,359375.0,,89824.0,0.0001062816,0.1,1.4862912 +1760.2,1723.1161,0.00050874264,1708.6918,5760000.0,3371.0,360000.0,,89984.0,0.0001060256,0.1,1.5615175 +1760.6,1723.808,-0.028168889,1709.1232,5770000.0,3376.0,360625.0,,90144.0,0.0001057696,0.1,1.6542776 +1757.4,1724.3782,-0.029951282,1708.5427,5780000.0,3383.0,361250.0,,90304.0,0.0001055136,0.1,1.5313456 +1756.6,1724.934,-0.028784502,1708.4686,5790000.0,3389.0,361875.0,,90464.0,0.0001052576,0.1,1.4421568 +1760.0,1725.624,-0.025325594,1707.8916,5800000.0,3396.0,362500.0,,90624.0,0.0001050016,0.1,1.4132974 +1761.0,1726.292,-0.025850495,1708.321,5810000.0,3401.0,363125.0,,90752.0,0.0001047968,0.1,1.3849822 +1761.6,1726.9519,-0.028490989,1707.7465,5820000.0,3408.0,363750.0,,90912.0,0.0001045408,0.1,1.3728821 +1756.0,1727.5841,-0.027623052,1707.6743,5830000.0,3414.0,364375.0,,91072.0,0.0001042848,0.1,1.4724045 +1752.4,1728.192,-0.025316326,1707.1031,5840000.0,3421.0,365000.0,,91232.0,0.0001040288,0.1,1.5387297 +1740.4,1728.6581,-0.02748458,1707.0323,5850000.0,3427.0,365625.0,,91392.0,0.0001037728,0.1,1.6057847 +1740.2,1729.0702,-0.02699716,1706.4647,5860000.0,3434.0,366250.0,,91552.0,0.0001035168,0.1,1.6080633 +1734.8,1729.3363,-0.012719386,1706.3954,5870000.0,3440.0,366875.0,,91712.0,0.0001032608,0.1,1.5785961 +1726.8,1729.4761,0.0029287036,1705.8312,5880000.0,3447.0,367500.0,,91872.0,0.0001030048,0.1,1.6358823 +1714.0,1729.448,-0.026757505,1706.2572,5890000.0,3452.0,368125.0,,92000.0,0.0001028,0.1,1.5371717 +1714.2,1729.3721,-0.026876636,1705.6953,5900000.0,3459.0,368750.0,,92160.0,0.000102544,0.1,1.4933822 +1713.8,1729.2521,-0.027300013,1705.6277,5910000.0,3465.0,369375.0,,92320.0,0.000102288,0.1,1.4974856 +1715.8,1729.152,-0.029487407,1705.5603,5920000.0,3471.0,370000.0,,92480.0,0.000102032,0.1,1.5402024 +1718.4,1729.06,-0.030701702,1705.4933,5930000.0,3477.0,370625.0,,92640.0,0.000101776,0.1,1.5996382 +1721.4,1729.004,-0.028944395,1705.4264,5940000.0,3483.0,371250.0,,92800.0,0.00010152,0.1,1.6102139 +1722.6,1728.912,-0.011761549,1705.3597,5950000.0,3489.0,371875.0,,92960.0,0.000101264,0.1,1.5398688 +1720.4,1728.8422,-0.025169512,1704.8055,5960000.0,3496.0,372500.0,,93120.0,0.000101008,0.1,1.5986593 +1720.4,1728.7762,-0.029730171,1704.7401,5970000.0,3502.0,373125.0,,93280.0,0.000100752,0.1,1.5875485 +1716.0,1728.7379,-0.029763063,1704.675,5980000.0,3508.0,373750.0,,93408.0,0.0001005472,0.1,1.6864579 +1712.4,1728.6802,-0.027834607,1704.6101,5990000.0,3514.0,374375.0,,93568.0,0.0001002912,0.1,1.4598038 +1720.2,1728.6462,-0.028609848,1704.5454,6000000.0,3520.0,375000.0,,93728.0,0.0001000352,0.1,1.5297383 +1719.6,1728.6179,-0.027042972,1703.9977,6010000.0,3527.0,375625.0,,93888.0,9.97792e-05,0.1,1.5362372 +1716.8,1728.45,-0.012146581,1703.9343,6020000.0,3533.0,376250.0,,94048.0,9.95232e-05,0.1,1.6209855 +1714.2,1728.2439,-0.03039855,1703.8711,6030000.0,3539.0,376875.0,,94208.0,9.92672e-05,0.1,1.566803 +1715.0,1728.172,-0.028525451,1703.8082,6040000.0,3545.0,377500.0,,94368.0,9.90112e-05,0.1,1.5338776 +1718.2,1728.2,-0.030132962,1703.7455,6050000.0,3551.0,378125.0,,94528.0,9.87552e-05,0.1,1.6798911 +1719.6,1728.1481,-0.03037256,1703.6829,6060000.0,3557.0,378750.0,,94656.0,9.85504e-05,0.1,1.7054101 +1728.6,1728.2299,-0.03125182,1703.6206,6070000.0,3563.0,379375.0,,94816.0,9.82944e-05,0.1,1.725869 +1729.2,1728.3159,-0.0075510535,1704.0359,6080000.0,3568.0,380000.0,,94976.0,9.80384e-05,0.1,1.5815661 +1730.4,1728.448,-0.027863882,1703.9731,6090000.0,3574.0,380625.0,,95136.0,9.77824e-05,0.1,1.6862445 +1732.2,1728.542,-0.026836855,1703.9106,6100000.0,3580.0,381250.0,,95296.0,9.75264e-05,0.1,1.6134057 +1730.0,1728.624,-0.014594254,1704.3236,6110000.0,3585.0,381875.0,,95456.0,9.72704e-05,0.1,1.6358185 +1731.2,1728.734,-0.030033674,1704.2606,6120000.0,3591.0,382500.0,,95616.0,9.70144e-05,0.1,1.5649718 +1726.8,1728.862,-0.029082661,1704.198,6130000.0,3597.0,383125.0,,95776.0,9.67584e-05,0.1,1.6604018 +1728.8,1729.0021,-0.03167753,1704.1355,6140000.0,3603.0,383750.0,,95936.0,9.65024e-05,0.1,1.7303782 +1730.0,1729.184,-0.015868235,1704.0731,6150000.0,3609.0,384375.0,,96064.0,9.62976e-05,0.1,1.7667394 +1724.4,1729.3639,-0.013218335,1704.0111,6160000.0,3615.0,385000.0,,96224.0,9.60416e-05,0.1,1.5959718 +1723.6,1729.428,-0.024877897,1703.9492,6170000.0,3621.0,385625.0,,96384.0,9.57856e-05,0.1,1.4786844 +1724.0,1729.494,-0.028714985,1703.8875,6180000.0,3627.0,386250.0,,96544.0,9.55296e-05,0.1,1.5890065 +1724.0,1729.544,-0.029269088,1703.826,6190000.0,3633.0,386875.0,,96704.0,9.52736e-05,0.1,1.4667655 +1730.8,1729.6139,-0.027818453,1703.7648,6200000.0,3639.0,387500.0,,96864.0,9.50176e-05,0.1,1.454253 +1735.0,1729.72,-0.027609464,1703.7037,6210000.0,3645.0,388125.0,,97024.0,9.47616e-05,0.1,1.457613 +1731.0,1729.888,-0.031358186,1704.1096,6220000.0,3650.0,388750.0,,97184.0,9.45056e-05,0.1,1.4869919 +1733.4,1730.0859,-0.026109818,1704.0481,6230000.0,3656.0,389375.0,,97312.0,9.43008e-05,0.1,1.5657232 +1734.0,1730.3422,-0.030614771,1703.9869,6240000.0,3662.0,390000.0,,97472.0,9.40448e-05,0.1,1.6653734 +1742.8,1730.706,-0.03283955,1704.3905,6250000.0,3667.0,390625.0,,97632.0,9.37888e-05,0.1,1.6403376 +1742.8,1730.922,-0.03206232,1704.3289,6260000.0,3673.0,391250.0,,97792.0,9.35328e-05,0.1,1.4820166 +1745.8,1731.1299,-0.026950708,1704.2675,6270000.0,3679.0,391875.0,,97952.0,9.32768e-05,0.1,1.5027953 +1750.8,1731.438,-0.029497113,1704.2063,6280000.0,3685.0,392500.0,,98112.0,9.30208e-05,0.1,1.4502871 +1752.2,1731.784,-0.028729392,1704.1453,6290000.0,3691.0,393125.0,,98272.0,9.27648e-05,0.1,1.5383885 +1747.0,1732.044,-0.027649626,1704.5454,6300000.0,3696.0,393750.0,,98432.0,9.25088e-05,0.1,1.4346282 +1750.0,1732.3341,-0.030582597,1704.484,6310000.0,3702.0,394375.0,,98592.0,9.22528e-05,0.1,1.4054029 +1749.8,1732.6382,-0.029119566,1704.8827,6320000.0,3707.0,395000.0,,98720.0,9.2048e-05,0.1,1.4581974 +1753.8,1732.9581,-0.031946324,1704.8209,6330000.0,3713.0,395625.0,,98880.0,9.1792e-05,0.1,1.475103 +1765.8,1733.428,-0.019296248,1704.7594,6340000.0,3719.0,396250.0,,99040.0,9.1536e-05,0.1,1.5763471 +1766.8,1733.8821,-0.031942684,1704.698,6350000.0,3725.0,396875.0,,99200.0,9.128e-05,0.1,1.4977063 +1772.0,1734.4639,-0.024071457,1704.6368,6360000.0,3731.0,397500.0,,99360.0,9.1024e-05,0.1,1.299792 +1771.4,1735.0222,-0.027284931,1704.5758,6370000.0,3737.0,398125.0,,99520.0,9.0768e-05,0.1,1.3046784 +1776.6,1735.644,-0.029215261,1704.5151,6380000.0,3743.0,398750.0,,99680.0,9.0512e-05,0.1,1.5217825 +1781.2,1736.3822,-0.029629633,1704.4545,6390000.0,3749.0,399375.0,,99840.0,9.0256e-05,0.1,1.5170796 +1782.4,1737.1221,-0.025192581,1704.8481,6400000.0,3754.0,400000.0,,100000.0,9e-05,0.1,1.4441807 +1784.8,1737.884,-0.028284186,1704.7872,6410000.0,3760.0,400625.0,,100128.0,8.97952e-05,0.1,1.4650598 +1784.6,1738.6481,-0.02742855,1704.7264,6420000.0,3766.0,401250.0,,100288.0,8.95392e-05,0.1,1.4183419 +1784.6,1739.402,-0.026983155,1704.666,6430000.0,3772.0,401875.0,,100448.0,8.92832e-05,0.1,1.4871236 +1783.0,1740.2139,-0.031450696,1704.6056,6440000.0,3778.0,402500.0,,100608.0,8.90272e-05,0.1,1.485513 +1781.4,1740.996,-0.029249143,1704.5454,6450000.0,3784.0,403125.0,,100768.0,8.87712e-05,0.1,1.3403066 +1781.0,1741.75,-0.023472708,1704.4855,6460000.0,3790.0,403750.0,,100928.0,8.85152e-05,0.1,1.3612988 +1783.0,1742.5181,-0.026108839,1704.4257,6470000.0,3796.0,404375.0,,101088.0,8.82592e-05,0.1,1.4900663 +1784.6,1743.2759,-0.028963666,1704.3661,6480000.0,3802.0,405000.0,,101248.0,8.80032e-05,0.1,1.5966672 +1785.6,1744.02,-0.02965127,1704.7544,6490000.0,3807.0,405625.0,,101376.0,8.77984e-05,0.1,1.5011212 +1783.8,1744.6938,-0.024061177,1704.6945,6500000.0,3813.0,406250.0,,101536.0,8.75424e-05,0.1,1.6521885 +1780.2,1745.25,-0.030558312,1704.6348,6510000.0,3819.0,406875.0,,101696.0,8.72864e-05,0.1,1.4703097 +1787.4,1745.898,-0.026971254,1705.0209,6520000.0,3824.0,407500.0,,101856.0,8.70304e-05,0.1,1.4333086 +1787.6,1746.5781,-0.028559027,1704.9608,6530000.0,3830.0,408125.0,,102016.0,8.67744e-05,0.1,1.5806739 +1784.6,1747.212,-0.028946102,1704.9009,6540000.0,3836.0,408750.0,,102176.0,8.65184e-05,0.1,1.4884477 +1787.8,1747.8539,-0.030888226,1704.8412,6550000.0,3842.0,409375.0,,102336.0,8.62624e-05,0.1,1.4135206 +1786.4,1748.4899,-0.02570423,1705.2249,6560000.0,3847.0,410000.0,,102496.0,8.60064e-05,0.1,1.4070388 +1786.8,1749.0419,-0.024894495,1705.1648,6570000.0,3853.0,410625.0,,102656.0,8.57504e-05,0.1,1.4331911 +1784.0,1749.57,-0.026733443,1705.105,6580000.0,3859.0,411250.0,,102784.0,8.55456e-05,0.1,1.3685757 +1784.0,1750.0839,-0.02532172,1705.0453,6590000.0,3865.0,411875.0,,102944.0,8.52896e-05,0.1,1.3402978 +1787.0,1750.6321,-0.008896446,1704.9858,6600000.0,3871.0,412500.0,,103104.0,8.50336e-05,0.1,1.3932391 +1777.0,1750.948,-0.027870482,1704.9265,6610000.0,3877.0,413125.0,,103264.0,8.47776e-05,0.1,1.4538771 +1777.2,1751.2599,-0.02622213,1705.3065,6620000.0,3882.0,413750.0,,103424.0,8.45216e-05,0.1,1.5381618 +1777.4,1751.5079,-0.031367615,1705.247,6630000.0,3888.0,414375.0,,103584.0,8.42656e-05,0.1,1.482872 +1775.2,1751.6841,-0.027144182,1705.1875,6640000.0,3894.0,415000.0,,103744.0,8.40096e-05,0.1,1.3910706 +1775.8,1751.862,-0.01899536,1705.1282,6650000.0,3900.0,415625.0,,103904.0,8.37536e-05,0.1,1.3120906 +1772.0,1751.9,-0.023893401,1705.5057,6660000.0,3905.0,416250.0,,104032.0,8.35488e-05,0.1,1.3524446 +1772.0,1751.8918,-0.025285672,1705.4462,6670000.0,3911.0,416875.0,,104192.0,8.32928e-05,0.1,1.3348882 +1771.6,1751.8818,-0.02499686,1705.3867,6680000.0,3917.0,417500.0,,104352.0,8.30368e-05,0.1,1.3790131 +1771.2,1751.8561,-0.027005577,1705.3275,6690000.0,3923.0,418125.0,,104512.0,8.27808e-05,0.1,1.4492116 +1770.6,1751.888,-0.029799832,1705.2686,6700000.0,3929.0,418750.0,,104672.0,8.25248e-05,0.1,1.504488 +1771.2,1751.9619,-0.029240936,1705.2097,6710000.0,3935.0,419375.0,,104832.0,8.22688e-05,0.1,1.4565134 +1776.8,1752.164,-0.024883864,1705.151,6720000.0,3941.0,420000.0,,104992.0,8.20128e-05,0.1,1.4488653 +1776.2,1752.37,-0.023890324,1704.6606,6730000.0,3948.0,420625.0,,105152.0,8.17568e-05,0.1,1.4221233 +1765.2,1752.436,-0.024990413,1704.6029,6740000.0,3954.0,421250.0,,105312.0,8.15008e-05,0.1,1.2874539 +1765.6,1752.468,-0.022996029,1704.976,6750000.0,3959.0,421875.0,,105440.0,8.1296e-05,0.1,1.4579606 +1770.2,1752.568,-0.023638584,1704.9181,6760000.0,3965.0,422500.0,,105600.0,8.104e-05,0.1,1.1660451 +1769.2,1752.6539,-0.022881795,1704.8602,6770000.0,3971.0,423125.0,,105760.0,8.0784e-05,0.1,1.3193728 +1775.4,1752.8341,-0.0237556,1704.8026,6780000.0,3977.0,423750.0,,105920.0,8.0528e-05,0.1,1.3804295 +1775.6,1753.024,-0.026948359,1704.7451,6790000.0,3983.0,424375.0,,106080.0,8.0272e-05,0.1,1.4103851 +1778.8,1753.2119,-0.026504971,1704.6879,6800000.0,3989.0,425000.0,,106240.0,8.0016e-05,0.1,1.5191267 +1778.2,1753.384,0.0065147057,1704.6307,6810000.0,3995.0,425625.0,,106400.0,7.976e-05,0.1,1.5943942 +1777.8,1753.5458,-0.003376679,1704.5739,6820000.0,4001.0,426250.0,,106560.0,7.9504e-05,0.1,1.5178254 +1778.0,1753.766,-0.02775758,1704.9426,6830000.0,4006.0,426875.0,,106688.0,7.92992e-05,0.1,1.5233566 +1776.6,1754.0078,-0.024386166,1704.8854,6840000.0,4012.0,427500.0,,106848.0,7.90432e-05,0.1,1.4534273 +1776.2,1754.366,-0.026605045,1705.2527,6850000.0,4017.0,428125.0,,107008.0,7.87872e-05,0.1,1.2934983 +1774.0,1754.7039,-0.021850044,1705.1951,6860000.0,4023.0,428750.0,,107168.0,7.85312e-05,0.1,1.3146355 +1774.2,1755.098,-0.022981856,1705.1377,6870000.0,4029.0,429375.0,,107328.0,7.82752e-05,0.1,1.3012902 +1776.4,1755.5941,-0.023172839,1705.0806,6880000.0,4035.0,430000.0,,107488.0,7.80192e-05,0.1,1.3095164 +1782.2,1756.2761,-0.026883682,1705.0236,6890000.0,4041.0,430625.0,,107648.0,7.77632e-05,0.1,1.3235846 +1779.4,1756.9281,-0.027355991,1705.3881,6900000.0,4046.0,431250.0,,107808.0,7.75072e-05,0.1,1.4369435 +1774.6,1757.5361,-0.027763,1705.3307,6910000.0,4052.0,431875.0,,107968.0,7.72512e-05,0.1,1.5397092 +1774.6,1758.1239,0.011501848,1705.2736,6920000.0,4058.0,432500.0,,108096.0,7.70464e-05,0.1,1.4009362 +1763.6,1758.5759,-0.027228571,1705.2166,6930000.0,4064.0,433125.0,,108256.0,7.67904e-05,0.1,1.4738917 +1761.2,1758.9738,-0.024922132,1705.5787,6940000.0,4069.0,433750.0,,108416.0,7.65344e-05,0.1,1.5290632 +1761.0,1759.3579,-0.022819959,1705.5215,6950000.0,4075.0,434375.0,,108576.0,7.62784e-05,0.1,1.2847941 +1772.4,1759.8779,-0.0221963,1705.4644,6960000.0,4081.0,435000.0,,108736.0,7.60224e-05,0.1,1.2912513 +1768.6,1760.3601,-0.025902256,1705.4073,6970000.0,4087.0,435625.0,,108896.0,7.57664e-05,0.1,1.4423321 +1765.6,1760.856,-0.026599832,1705.3506,6980000.0,4093.0,436250.0,,109056.0,7.55104e-05,0.1,1.3711708 +1765.4,1761.386,-0.026431605,1705.294,6990000.0,4099.0,436875.0,,109216.0,7.52544e-05,0.1,1.3022554 +1761.0,1761.794,-0.02504947,1705.6531,7000000.0,4104.0,437500.0,,109344.0,7.50496e-05,0.1,1.318466 +1760.0,1762.198,-0.025589967,1705.5961,7010000.0,4110.0,438125.0,,109504.0,7.47936e-05,0.1,1.4109142 +1760.0,1762.63,-0.02567811,1705.5393,7020000.0,4116.0,438750.0,,109664.0,7.45376e-05,0.1,1.4112694 +1759.8,1763.0859,-0.028066661,1705.4828,7030000.0,4122.0,439375.0,,109824.0,7.42816e-05,0.1,1.5364838 +1760.2,1763.538,-0.028322313,1705.4264,7040000.0,4128.0,440000.0,,109984.0,7.40256e-05,0.1,1.4187219 +1761.0,1763.966,-0.027007211,1705.3701,7050000.0,4134.0,440625.0,,110144.0,7.37696e-05,0.1,1.3736318 +1762.6,1764.396,-0.0054864576,1705.314,7060000.0,4140.0,441250.0,,110304.0,7.35136e-05,0.1,1.3851241 +1767.6,1764.7858,-0.026009798,1705.6694,7070000.0,4145.0,441875.0,,110464.0,7.32576e-05,0.1,1.4606946 +1763.6,1765.1296,-0.026799444,1705.6132,7080000.0,4151.0,442500.0,,110624.0,7.30016e-05,0.1,1.4290775 +1765.0,1765.4758,-0.024262782,1705.9673,7090000.0,4156.0,443125.0,,110752.0,7.27968e-05,0.1,1.3776375 +1769.0,1765.8439,-0.024940914,1705.9106,7100000.0,4162.0,443750.0,,110912.0,7.25408e-05,0.1,1.5031651 +1768.0,1766.2239,-0.025680145,1705.8541,7110000.0,4168.0,444375.0,,111072.0,7.22848e-05,0.1,1.4568384 +1768.0,1766.592,-0.023345657,1705.7979,7120000.0,4174.0,445000.0,,111232.0,7.20288e-05,0.1,1.518829 +1773.8,1767.0619,-0.026090953,1705.7416,7130000.0,4180.0,445625.0,,111392.0,7.17728e-05,0.1,1.4559778 +1772.4,1767.4979,-0.026438182,1705.6857,7140000.0,4186.0,446250.0,,111552.0,7.15168e-05,0.1,1.4957069 +1783.4,1768.032,-0.025308518,1706.0367,7150000.0,4191.0,446875.0,,111712.0,7.12608e-05,0.1,1.4804792 +1781.6,1768.604,-0.026856873,1705.9805,7160000.0,4197.0,447500.0,,111872.0,7.10048e-05,0.1,1.4423621 +1781.0,1769.1781,-0.024589473,1705.9243,7170000.0,4203.0,448125.0,,112000.0,7.08e-05,0.1,1.4325458 +1780.4,1769.7421,-0.02564691,1705.8684,7180000.0,4209.0,448750.0,,112160.0,7.0544e-05,0.1,1.4724836 +1783.4,1770.336,-0.026089838,1705.8126,7190000.0,4215.0,449375.0,,112320.0,7.0288e-05,0.1,1.466654 +1784.0,1770.8682,-0.027418159,1705.757,7200000.0,4221.0,450000.0,,112480.0,7.0032e-05,0.1,1.5321125 +1786.4,1771.3822,-0.026626093,1705.7014,7210000.0,4227.0,450625.0,,112640.0,6.9776e-05,0.1,1.4530934 +1793.6,1772.0082,-0.020008238,1705.6461,7220000.0,4233.0,451250.0,,112800.0,6.952e-05,0.1,1.6374922 +1790.6,1772.58,-0.025806146,1705.591,7230000.0,4239.0,451875.0,,112960.0,6.9264e-05,0.1,1.5454898 +1791.0,1773.15,-0.02792868,1705.5359,7240000.0,4245.0,452500.0,,113120.0,6.9008e-05,0.1,1.4533606 +1790.0,1773.6218,-0.024819616,1705.4811,7250000.0,4251.0,453125.0,,113280.0,6.8752e-05,0.1,1.4857593 +1790.8,1774.102,-0.022890395,1705.827,7260000.0,4256.0,453750.0,,113408.0,6.85472e-05,0.1,1.369782 +1792.8,1774.5719,-0.025653671,1705.772,7270000.0,4262.0,454375.0,,113568.0,6.82912e-05,0.1,1.4719126 +1792.4,1774.9882,-0.023799814,1706.1167,7280000.0,4267.0,455000.0,,113728.0,6.80352e-05,0.1,1.4074948 +1797.0,1775.4359,-0.011874166,1706.0613,7290000.0,4273.0,455625.0,,113888.0,6.77792e-05,0.1,1.4451404 +1802.6,1775.9921,-0.02915108,1706.0061,7300000.0,4279.0,456250.0,,114048.0,6.75232e-05,0.1,1.5265688 +1796.0,1776.4521,-0.024529262,1705.951,7310000.0,4285.0,456875.0,,114208.0,6.72672e-05,0.1,1.4869866 +1794.8,1776.902,-0.025177699,1705.8961,7320000.0,4291.0,457500.0,,114368.0,6.70112e-05,0.1,1.4629676 +1793.6,1777.2998,-0.02652375,1706.2384,7330000.0,4296.0,458125.0,,114528.0,6.67552e-05,0.1,1.5543394 +1798.2,1777.6239,-0.026304899,1706.5798,7340000.0,4301.0,458750.0,,114656.0,6.65504e-05,0.1,1.483846 +1798.0,1777.9359,-0.02924103,1706.5243,7350000.0,4307.0,459375.0,,114816.0,6.62944e-05,0.1,1.4745036 +1797.2,1778.1881,-0.025610834,1706.4689,7360000.0,4313.0,460000.0,,114976.0,6.60384e-05,0.1,1.3918581 +1800.2,1778.4761,-0.019816684,1706.4136,7370000.0,4319.0,460625.0,,115136.0,6.57824e-05,0.1,1.5988288 +1800.0,1778.71,-0.02770474,1706.3584,7380000.0,4325.0,461250.0,,115296.0,6.55264e-05,0.1,1.4740815 +1795.8,1778.856,-0.028025249,1706.6975,7390000.0,4330.0,461875.0,,115456.0,6.52704e-05,0.1,1.4311714 +1796.6,1778.9978,-0.02858351,1706.6421,7400000.0,4336.0,462500.0,,115616.0,6.50144e-05,0.1,1.4500871 +1790.4,1779.054,-0.030271798,1706.5868,7410000.0,4342.0,463125.0,,115776.0,6.47584e-05,0.1,1.5877017 +1786.8,1779.0759,-0.028597971,1706.5317,7420000.0,4348.0,463750.0,,115936.0,6.45024e-05,0.1,1.5069898 +1785.8,1779.088,-0.029593224,1706.8688,7430000.0,4353.0,464375.0,,116064.0,6.42976e-05,0.1,1.5670378 +1779.2,1779.05,-0.025023999,1706.8135,7440000.0,4359.0,465000.0,,116224.0,6.40416e-05,0.1,1.4312788 +1782.0,1779.0559,-0.011582489,1706.7583,7450000.0,4365.0,465625.0,,116384.0,6.37856e-05,0.1,1.4699786 +1782.0,1779.0659,-0.026383424,1706.7032,7460000.0,4371.0,466250.0,,116544.0,6.35296e-05,0.1,1.4888935 +1781.4,1779.0502,-0.026091047,1706.6484,7470000.0,4377.0,466875.0,,116704.0,6.32736e-05,0.1,1.4816163 +1781.0,1779.014,-0.027435135,1706.5936,7480000.0,4383.0,467500.0,,116864.0,6.30176e-05,0.1,1.4288826 +1779.2,1778.9502,-0.004919051,1706.5391,7490000.0,4389.0,468125.0,,117024.0,6.27616e-05,0.1,1.5810952 +1773.0,1778.842,-0.0263349,1706.4846,7500000.0,4395.0,468750.0,,117184.0,6.25056e-05,0.1,1.3951693 +1773.4,1778.774,-0.02564201,1706.8182,7510000.0,4400.0,469375.0,,117312.0,6.23008e-05,0.1,1.5048248 +1776.2,1778.6622,-0.026326919,1706.7635,7520000.0,4406.0,470000.0,,117472.0,6.20448e-05,0.1,1.5750567 +1778.0,1778.566,-0.028771766,1706.709,7530000.0,4412.0,470625.0,,117632.0,6.17888e-05,0.1,1.5493245 +1770.4,1778.4242,-0.02830132,1706.6545,7540000.0,4418.0,471250.0,,117792.0,6.15328e-05,0.1,1.6025783 +1771.2,1778.2582,-0.028804194,1706.6003,7550000.0,4424.0,471875.0,,117952.0,6.12768e-05,0.1,1.5032291 +1770.4,1778.0981,-0.02556966,1706.1611,7560000.0,4431.0,472500.0,,118112.0,6.10208e-05,0.1,1.5639079 +1767.8,1777.9081,-0.027407095,1706.1078,7570000.0,4437.0,473125.0,,118272.0,6.07648e-05,0.1,1.5434575 +1768.2,1777.7501,-0.006151628,1706.0544,7580000.0,4443.0,473750.0,,118432.0,6.05088e-05,0.1,1.5955827 +1757.8,1777.4879,-0.026077911,1706.0013,7590000.0,4449.0,474375.0,,118592.0,6.02528e-05,0.1,1.4847336 +1759.2,1777.21,-0.008588296,1706.3314,7600000.0,4454.0,475000.0,,118720.0,6.0048e-05,0.1,1.4840865 +1764.0,1777.0802,-0.02670049,1706.2781,7610000.0,4460.0,475625.0,,118880.0,5.9792e-05,0.1,1.4967239 +1755.8,1776.866,-0.002840072,1706.2249,7620000.0,4466.0,476250.0,,119040.0,5.9536e-05,0.1,1.5901928 +1758.6,1776.6779,-0.018172882,1706.1718,7630000.0,4472.0,476875.0,,119200.0,5.928e-05,0.1,1.5765679 +1757.6,1776.5017,-0.015239942,1706.4999,7640000.0,4477.0,477500.0,,119360.0,5.9024e-05,0.1,1.566777 +1757.0,1776.314,-0.02553623,1706.066,7650000.0,4484.0,478125.0,,119520.0,5.8768e-05,0.1,1.4322863 +1756.4,1776.1578,-0.025391266,1706.0133,7660000.0,4490.0,478750.0,,119680.0,5.8512e-05,0.1,1.4492005 +1757.0,1776.0079,-0.0111966785,1705.9608,7670000.0,4496.0,479375.0,,119840.0,5.8256e-05,0.1,1.3481383 +1748.4,1775.7761,-0.021800866,1705.9084,7680000.0,4502.0,480000.0,,120000.0,5.8e-05,0.1,1.3362617 +1751.2,1775.576,-0.024094343,1706.2347,7690000.0,4507.0,480625.0,,120128.0,5.77952e-05,0.1,1.2897589 +1750.8,1775.3779,-0.022250837,1706.1821,7700000.0,4513.0,481250.0,,120288.0,5.75392e-05,0.1,1.4131018 +1751.8,1775.1841,-0.024579428,1706.1296,7710000.0,4519.0,481875.0,,120448.0,5.72832e-05,0.1,1.4584403 +1757.8,1774.994,-0.027876126,1706.4545,7720000.0,4524.0,482500.0,,120608.0,5.70272e-05,0.1,1.4417233 +1757.6,1774.808,-0.026698602,1706.4017,7730000.0,4530.0,483125.0,,120768.0,5.67712e-05,0.1,1.483408 +1757.6,1774.7319,-0.025437364,1706.7255,7740000.0,4535.0,483750.0,,120928.0,5.65152e-05,0.1,1.4230134 +1758.6,1774.6619,-0.027822703,1706.6725,7750000.0,4541.0,484375.0,,121088.0,5.62592e-05,0.1,1.393017 +1771.0,1774.6698,-0.022815188,1706.9951,7760000.0,4546.0,485000.0,,121248.0,5.60032e-05,0.1,1.384723 +1771.8,1774.6959,-0.025061125,1707.317,7770000.0,4551.0,485625.0,,121376.0,5.57984e-05,0.1,1.2988143 +1771.8,1774.66,-0.0061270725,1707.2635,7780000.0,4557.0,486250.0,,121536.0,5.55424e-05,0.1,1.4296608 +1777.4,1774.6781,-0.019838408,1707.2102,7790000.0,4563.0,486875.0,,121696.0,5.52864e-05,0.1,1.4426076 +1773.0,1774.62,-0.023891533,1707.157,7800000.0,4569.0,487500.0,,121856.0,5.50304e-05,0.1,1.4771154 +1776.2,1774.6001,-0.024312481,1707.1039,7810000.0,4575.0,488125.0,,122016.0,5.47744e-05,0.1,1.42269 +1781.0,1774.6322,-0.028730035,1707.0509,7820000.0,4581.0,488750.0,,122176.0,5.45184e-05,0.1,1.6486647 +1784.6,1774.698,-0.0054608705,1706.998,7830000.0,4587.0,489375.0,,122336.0,5.42624e-05,0.1,1.5635384 +1789.0,1774.822,-0.022518788,1707.317,7840000.0,4592.0,490000.0,,122496.0,5.40064e-05,0.1,1.3852289 +1788.8,1774.948,-0.023148362,1707.264,7850000.0,4598.0,490625.0,,122656.0,5.37504e-05,0.1,1.3205099 +1792.6,1775.1339,-0.021600652,1707.582,7860000.0,4603.0,491250.0,,122784.0,5.35456e-05,0.1,1.3445978 +1794.4,1775.336,-0.024813589,1707.5288,7870000.0,4609.0,491875.0,,122944.0,5.32896e-05,0.1,1.4614285 +1802.4,1775.5961,-0.011102767,1707.4756,7880000.0,4615.0,492500.0,,123104.0,5.30336e-05,0.1,1.4761426 +1798.6,1775.76,-0.0054566963,1707.4226,7890000.0,4621.0,493125.0,,123264.0,5.27776e-05,0.1,1.4283966 +1796.0,1775.9263,-0.011097279,1707.7389,7900000.0,4626.0,493750.0,,123424.0,5.25216e-05,0.1,1.5013936 +1796.6,1776.146,-0.025116106,1707.6857,7910000.0,4632.0,494375.0,,123584.0,5.22656e-05,0.1,1.4167457 +1797.0,1776.37,-0.028791035,1707.6326,7920000.0,4638.0,495000.0,,123744.0,5.20096e-05,0.1,1.5101373 +1793.0,1776.664,-0.026325459,1707.5797,7930000.0,4644.0,495625.0,,123904.0,5.17536e-05,0.1,1.3928787 +1794.6,1776.9979,-0.028008366,1707.8942,7940000.0,4649.0,496250.0,,124032.0,5.15488e-05,0.1,1.488852 +1790.4,1777.2922,-0.025148999,1707.8411,7950000.0,4655.0,496875.0,,124192.0,5.12928e-05,0.1,1.4293114 +1790.6,1777.4741,-0.0126413135,1707.7881,7960000.0,4661.0,497500.0,,124352.0,5.10368e-05,0.1,1.3441509 +1790.4,1777.692,-0.023436941,1707.7351,7970000.0,4667.0,498125.0,,124512.0,5.07808e-05,0.1,1.3721173 +1788.0,1777.9161,-0.02628823,1707.6824,7980000.0,4673.0,498750.0,,124672.0,5.05248e-05,0.1,1.3415899 +1787.6,1778.1378,-0.026696108,1707.6299,7990000.0,4679.0,499375.0,,124832.0,5.02688e-05,0.1,1.4155195 +1787.8,1778.4059,-0.023243703,1707.9419,8000000.0,4684.0,500000.0,,124992.0,5.00128e-05,0.1,1.3621497 +1787.8,1778.684,-0.020492418,1707.8892,8010000.0,4690.0,500625.0,,125152.0,4.97568e-05,0.1,1.3137732 +1793.6,1779.0199,-0.006915177,1707.8364,8020000.0,4696.0,501250.0,,125312.0,4.95008e-05,0.1,1.4255106 +1789.0,1779.3119,-0.023955038,1708.1472,8030000.0,4701.0,501875.0,,125440.0,4.9296e-05,0.1,1.398593 +1791.4,1779.6239,-0.022847805,1708.0944,8040000.0,4707.0,502500.0,,125600.0,4.904e-05,0.1,1.3916245 +1791.6,1779.93,-0.02197238,1708.0416,8050000.0,4713.0,503125.0,,125760.0,4.8784e-05,0.1,1.3916776 +1791.4,1780.2181,-0.021275612,1707.989,8060000.0,4719.0,503750.0,,125920.0,4.8528e-05,0.1,1.3160896 +1795.6,1780.4982,-0.024198629,1708.2981,8070000.0,4724.0,504375.0,,126080.0,4.8272e-05,0.1,1.3682551 +1795.8,1780.82,-0.025427245,1708.2452,8080000.0,4730.0,505000.0,,126240.0,4.8016e-05,0.1,1.3538862 +1801.2,1781.182,-0.023455095,1708.1926,8090000.0,4736.0,505625.0,,126400.0,4.776e-05,0.1,1.3970641 +1801.6,1781.5079,-0.022080071,1708.14,8100000.0,4742.0,506250.0,,126560.0,4.7504e-05,0.1,1.2827144 +1806.2,1781.8901,-0.023696601,1708.4474,8110000.0,4747.0,506875.0,,126688.0,4.72992e-05,0.1,1.3377993 +1815.4,1782.3643,-0.021671752,1708.3947,8120000.0,4753.0,507500.0,,126848.0,4.70432e-05,0.1,1.3584883 +1818.4,1782.8102,-0.025687058,1708.7012,8130000.0,4758.0,508125.0,,127008.0,4.67872e-05,0.1,1.3827295 +1818.6,1783.2722,-0.025717974,1708.6482,8140000.0,4764.0,508750.0,,127168.0,4.65312e-05,0.1,1.3875431 +1822.4,1783.6622,-0.022814363,1708.5953,8150000.0,4770.0,509375.0,,127328.0,4.62752e-05,0.1,1.3619523 +1818.6,1784.032,-0.021287577,1708.5427,8160000.0,4776.0,510000.0,,127488.0,4.60192e-05,0.1,1.3449683 +1818.4,1784.4059,-0.023414496,1708.4901,8170000.0,4782.0,510625.0,,127648.0,4.57632e-05,0.1,1.3865156 +1822.0,1784.822,-0.022093123,1708.4377,8180000.0,4788.0,511250.0,,127808.0,4.55072e-05,0.1,1.2642584 +1814.2,1785.13,-0.02282313,1708.742,8190000.0,4793.0,511875.0,,127968.0,4.52512e-05,0.1,1.3014176 +1813.6,1785.4259,-0.025104074,1708.6893,8200000.0,4799.0,512500.0,,128096.0,4.50464e-05,0.1,1.3569078 +1811.8,1785.68,-0.0253217,1708.6368,8210000.0,4805.0,513125.0,,128256.0,4.47904e-05,0.1,1.4119695 +1812.2,1785.866,-0.024042334,1708.9397,8220000.0,4810.0,513750.0,,128416.0,4.45344e-05,0.1,1.3954759 +1812.2,1786.082,-0.024737384,1708.8871,8230000.0,4816.0,514375.0,,128576.0,4.42784e-05,0.1,1.333837 +1811.8,1786.29,-0.011253206,1708.8345,8240000.0,4822.0,515000.0,,128736.0,4.40224e-05,0.1,1.4273446 +1802.8,1786.4181,-0.020972284,1708.7821,8250000.0,4828.0,515625.0,,128896.0,4.37664e-05,0.1,1.3524643 +1804.6,1786.5559,-0.02374809,1708.7299,8260000.0,4834.0,516250.0,,129056.0,4.35104e-05,0.1,1.5211325 +1799.0,1786.6178,-0.02232608,1708.6777,8270000.0,4840.0,516875.0,,129216.0,4.32544e-05,0.1,1.3886948 +1799.2,1786.6859,-0.024225581,1708.6256,8280000.0,4846.0,517500.0,,129344.0,4.30496e-05,0.1,1.4359885 +1799.0,1786.7059,-0.02316491,1708.5737,8290000.0,4852.0,518125.0,,129504.0,4.27936e-05,0.1,1.2154143 +1799.2,1786.672,-0.015095707,1708.522,8300000.0,4858.0,518750.0,,129664.0,4.25376e-05,0.1,1.2860945 +1799.8,1786.7102,-0.021989446,1708.4703,8310000.0,4864.0,519375.0,,129824.0,4.22816e-05,0.1,1.3797987 +1799.4,1786.756,-0.024350917,1708.419,8320000.0,4870.0,520000.0,,129984.0,4.20256e-05,0.1,1.4026107 +1797.8,1786.798,-0.021487124,1708.3676,8330000.0,4876.0,520625.0,,130144.0,4.17696e-05,0.1,1.4709989 +1797.0,1786.7859,-0.023354849,1708.3163,8340000.0,4882.0,521250.0,,130304.0,4.15136e-05,0.1,1.3502104 +1799.2,1786.7981,-0.023930162,1708.2651,8350000.0,4888.0,521875.0,,130464.0,4.12576e-05,0.1,1.3901887 +1799.0,1786.8159,-0.021560745,1708.5632,8360000.0,4893.0,522500.0,,130624.0,4.10016e-05,0.1,1.4660976 +1797.6,1786.79,-0.022043262,1708.512,8370000.0,4899.0,523125.0,,130752.0,4.07968e-05,0.1,1.4503992 +1796.4,1786.7539,-0.023123737,1708.4607,8380000.0,4905.0,523750.0,,130912.0,4.05408e-05,0.1,1.373405 +1801.4,1786.81,-0.023645721,1708.4097,8390000.0,4911.0,524375.0,,131072.0,4.02848e-05,0.1,1.3059185 +1802.6,1786.87,-0.021908265,1708.3588,8400000.0,4917.0,525000.0,,131232.0,4.00288e-05,0.1,1.2994189 +1810.2,1787.0681,-0.021448016,1708.308,8410000.0,4923.0,525625.0,,131392.0,3.97728e-05,0.1,1.3000784 +1811.0,1787.3102,-0.022832861,1708.2572,8420000.0,4929.0,526250.0,,131552.0,3.95168e-05,0.1,1.3370008 +1811.2,1787.5641,-0.022817178,1708.2067,8430000.0,4935.0,526875.0,,131712.0,3.92608e-05,0.1,1.4121101 +1815.0,1787.9222,-0.020544592,1708.1562,8440000.0,4941.0,527500.0,,131872.0,3.90048e-05,0.1,1.3878602 +1814.6,1788.2479,-0.020903934,1708.4513,8450000.0,4946.0,528125.0,,132000.0,3.88e-05,0.1,1.4213481 +1814.4,1788.572,-0.022629721,1708.4006,8460000.0,4952.0,528750.0,,132160.0,3.8544e-05,0.1,1.3961802 +1814.0,1788.898,-0.0022405027,1708.3501,8470000.0,4958.0,529375.0,,132320.0,3.8288e-05,0.1,1.4835443 +1819.2,1789.28,-0.020310763,1708.6439,8480000.0,4963.0,530000.0,,132480.0,3.8032e-05,0.1,1.4352663 +1826.4,1789.7521,-0.021056864,1708.5933,8490000.0,4969.0,530625.0,,132640.0,3.7776e-05,0.1,1.3193177 +1826.8,1790.29,-0.022463376,1708.8862,8500000.0,4974.0,531250.0,,132800.0,3.752e-05,0.1,1.3266165 +1826.2,1790.818,-0.022386504,1708.8353,8510000.0,4980.0,531875.0,,132960.0,3.7264e-05,0.1,1.3304859 +1824.6,1791.3019,-0.021592926,1708.7845,8520000.0,4986.0,532500.0,,133120.0,3.7008e-05,0.1,1.3363291 +1824.6,1791.7678,-0.016984757,1708.734,8530000.0,4992.0,533125.0,,133280.0,3.6752e-05,0.1,1.245768 +1825.2,1792.3159,-0.02326162,1709.0254,8540000.0,4997.0,533750.0,,133408.0,3.65472e-05,0.1,1.2757137 +1827.0,1792.8739,-0.02095606,1708.9746,8550000.0,5003.0,534375.0,,133568.0,3.62912e-05,0.1,1.2926338 +1826.0,1793.4298,-0.021461895,1708.5829,8560000.0,5010.0,535000.0,,133728.0,3.60352e-05,0.1,1.2959104 +1826.2,1794.014,-0.020400548,1708.5327,8570000.0,5016.0,535625.0,,133888.0,3.57792e-05,0.1,1.4658663 +1826.6,1794.598,-0.024931714,1708.4827,8580000.0,5022.0,536250.0,,134048.0,3.55232e-05,0.1,1.3905289 +1821.8,1795.2378,-0.02192017,1708.4327,8590000.0,5028.0,536875.0,,134208.0,3.52672e-05,0.1,1.3540888 +1823.8,1795.8839,-0.021872003,1708.383,8600000.0,5034.0,537500.0,,134368.0,3.50112e-05,0.1,1.2537947 +1823.8,1796.4819,-0.022517907,1708.3334,8610000.0,5040.0,538125.0,,134528.0,3.47552e-05,0.1,1.2376431 +1820.6,1797.1299,-0.019671462,1708.6224,8620000.0,5045.0,538750.0,,134656.0,3.45504e-05,0.1,1.2865487 +1821.6,1797.7599,-0.018564882,1708.5725,8630000.0,5051.0,539375.0,,134816.0,3.42944e-05,0.1,1.2228484 +1821.4,1798.398,-0.018363532,1708.5228,8640000.0,5057.0,540000.0,,134976.0,3.40384e-05,0.1,1.3283427 +1816.6,1798.9939,-0.020428682,1708.4733,8650000.0,5063.0,540625.0,,135136.0,3.37824e-05,0.1,1.2777674 +1817.2,1799.602,-0.019061921,1708.4237,8660000.0,5069.0,541250.0,,135296.0,3.35264e-05,0.1,1.3911144 +1817.0,1800.202,-0.023544064,1708.3744,8670000.0,5075.0,541875.0,,135456.0,3.32704e-05,0.1,1.4374449 +1813.6,1800.8539,-0.021872897,1708.3251,8680000.0,5081.0,542500.0,,135616.0,3.30144e-05,0.1,1.3713603 +1814.0,1801.482,-0.020571439,1708.276,8690000.0,5087.0,543125.0,,135776.0,3.27584e-05,0.1,1.3876234 +1814.8,1802.1218,-0.019944249,1708.2269,8700000.0,5093.0,543750.0,,135936.0,3.25024e-05,0.1,1.2324932 +1818.6,1802.7898,-0.0063772136,1708.5132,8710000.0,5098.0,544375.0,,136064.0,3.22976e-05,0.1,1.4328637 +1814.0,1803.3519,-0.015863499,1708.464,8720000.0,5104.0,545000.0,,136224.0,3.20416e-05,0.1,1.2493696 +1814.4,1803.9198,-0.0183257,1708.4149,8730000.0,5110.0,545625.0,,136384.0,3.17856e-05,0.1,1.2560306 +1816.6,1804.51,-0.018036693,1708.366,8740000.0,5116.0,546250.0,,136544.0,3.15296e-05,0.1,1.315251 +1816.8,1805.092,-0.021858256,1708.317,8750000.0,5122.0,546875.0,,136704.0,3.12736e-05,0.1,1.2542348 +1817.0,1805.552,-0.021179842,1708.2683,8760000.0,5128.0,547500.0,,136864.0,3.10176e-05,0.1,1.355616 +1813.4,1805.968,-0.0199376,1708.2197,8770000.0,5134.0,548125.0,,137024.0,3.07616e-05,0.1,1.3532178 +1813.4,1806.384,-0.019709205,1708.1713,8780000.0,5140.0,548750.0,,137184.0,3.05056e-05,0.1,1.2293198 +1813.8,1806.7479,-0.021010393,1708.4548,8790000.0,5145.0,549375.0,,137312.0,3.03008e-05,0.1,1.2594216 +1810.6,1807.1239,-0.021695696,1708.4061,8800000.0,5151.0,550000.0,,137472.0,3.00448e-05,0.1,1.3441238 +1814.2,1807.504,-0.015766118,1708.3575,8810000.0,5157.0,550625.0,,137632.0,2.97888e-05,0.1,1.3018765 +1810.4,1807.798,-0.018110555,1708.3091,8820000.0,5163.0,551250.0,,137792.0,2.95328e-05,0.1,1.1277083 +1803.2,1807.984,-0.00686268,1708.2607,8830000.0,5169.0,551875.0,,137952.0,2.92768e-05,0.1,1.2432067 +1807.0,1808.1641,-0.020247472,1708.2125,8840000.0,5175.0,552500.0,,138112.0,2.90208e-05,0.1,1.3656244 +1807.0,1808.3461,-0.021738721,1708.1644,8850000.0,5181.0,553125.0,,138272.0,2.87648e-05,0.1,1.289424 +1806.8,1808.4879,-0.01983927,1707.7872,8860000.0,5188.0,553750.0,,138432.0,2.85088e-05,0.1,1.272017 +1811.2,1808.6559,-0.02005348,1707.7397,8870000.0,5194.0,554375.0,,138592.0,2.82528e-05,0.1,1.2642925 +1811.8,1808.7499,-0.016916668,1708.0208,8880000.0,5199.0,555000.0,,138720.0,2.8048e-05,0.1,1.3582397 +1811.8,1808.8818,-0.01806764,1707.9731,8890000.0,5205.0,555625.0,,138880.0,2.7792e-05,0.1,1.2709899 +1812.4,1809.0461,-0.019981278,1707.9255,8900000.0,5211.0,556250.0,,139040.0,2.7536e-05,0.1,1.2417979 +1816.0,1809.24,-0.01822996,1707.878,8910000.0,5217.0,556875.0,,139200.0,2.728e-05,0.1,1.2085762 +1816.4,1809.4342,-0.017599178,1707.8307,8920000.0,5223.0,557500.0,,139360.0,2.7024e-05,0.1,1.1393559 +1816.6,1809.67,-0.016821334,1707.7836,8930000.0,5229.0,558125.0,,139520.0,2.6768e-05,0.1,1.1933234 +1817.0,1809.894,-0.021432875,1707.7365,8940000.0,5235.0,558750.0,,139680.0,2.6512e-05,0.1,1.2570589 +1822.4,1810.2141,-0.0026464642,1708.0153,8950000.0,5240.0,559375.0,,139840.0,2.6256e-05,0.1,1.2626615 +1818.8,1810.4961,-0.01824985,1707.968,8960000.0,5246.0,560000.0,,140000.0,2.6e-05,0.1,1.2826922 +1819.4,1810.7861,-0.021319255,1707.9208,8970000.0,5252.0,560625.0,,140128.0,2.57952e-05,0.1,1.2410431 +1818.6,1811.092,-0.015396012,1707.8737,8980000.0,5258.0,561250.0,,140288.0,2.55392e-05,0.1,1.2129068 +1822.4,1811.4402,-0.017006742,1708.1512,8990000.0,5263.0,561875.0,,140448.0,2.52832e-05,0.1,1.2606677 +1820.6,1811.768,-0.018231602,1708.104,9000000.0,5269.0,562500.0,,140608.0,2.50272e-05,0.1,1.2737072 +1809.4,1811.984,-0.018134555,1708.0569,9010000.0,5275.0,563125.0,,140768.0,2.47712e-05,0.1,1.1969239 +1809.2,1812.1401,-0.013022145,1708.0099,9020000.0,5281.0,563750.0,,140928.0,2.45152e-05,0.1,1.1022658 +1812.0,1812.3701,-0.018233297,1707.9629,9030000.0,5287.0,564375.0,,141088.0,2.42592e-05,0.1,1.1739469 +1812.8,1812.5841,-0.015419284,1707.9161,9040000.0,5293.0,565000.0,,141248.0,2.40032e-05,0.1,1.2318432 +1818.2,1812.8501,-0.01747048,1707.8694,9050000.0,5299.0,565625.0,,141376.0,2.37984e-05,0.1,1.0452001 +1823.8,1813.174,-0.016016217,1707.8228,9060000.0,5305.0,566250.0,,141536.0,2.35424e-05,0.1,1.2890675 +1824.2,1813.46,-0.019651571,1707.7764,9070000.0,5311.0,566875.0,,141696.0,2.32864e-05,0.1,1.3475534 +1819.6,1813.698,-0.017045666,1707.73,9080000.0,5317.0,567500.0,,141856.0,2.30304e-05,0.1,1.3293238 +1820.6,1813.8918,-0.01824296,1708.0045,9090000.0,5322.0,568125.0,,142016.0,2.27744e-05,0.1,1.37759 +1820.4,1814.0798,-0.018276257,1707.958,9100000.0,5328.0,568750.0,,142176.0,2.25184e-05,0.1,1.2271188 +1819.4,1814.2119,-0.017565645,1707.9115,9110000.0,5334.0,569375.0,,142336.0,2.22624e-05,0.1,1.1581594 +1819.4,1814.2522,-0.015956635,1707.5454,9120000.0,5341.0,570000.0,,142496.0,2.20064e-05,0.1,1.3025591 +1818.6,1814.254,-0.01440646,1707.4995,9130000.0,5347.0,570625.0,,142656.0,2.17504e-05,0.1,1.2207545 +1818.6,1814.2539,-0.015580055,1707.7728,9140000.0,5352.0,571250.0,,142784.0,2.15456e-05,0.1,1.2997736 +1818.8,1814.218,-0.013403164,1707.7268,9150000.0,5358.0,571875.0,,142944.0,2.12896e-05,0.1,1.25483 +1817.4,1814.2059,-0.015168537,1707.6808,9160000.0,5364.0,572500.0,,143104.0,2.10336e-05,0.1,1.2931871 +1813.8,1814.16,-0.015026733,1707.635,9170000.0,5370.0,573125.0,,143264.0,2.07776e-05,0.1,1.256831 +1811.2,1814.052,-0.005394751,1707.5892,9180000.0,5376.0,573750.0,,143424.0,2.05216e-05,0.1,1.296901 +1805.0,1813.96,-0.016921869,1707.5437,9190000.0,5382.0,574375.0,,143584.0,2.02656e-05,0.1,1.2349057 +1803.2,1813.8561,-0.0041281777,1707.8151,9200000.0,5387.0,575000.0,,143744.0,2.00096e-05,0.1,1.3371905 +1802.4,1813.7622,-0.019198358,1707.7693,9210000.0,5393.0,575625.0,,143904.0,1.97536e-05,0.1,1.3774418 +1802.2,1813.6622,-0.015693707,1707.7236,9220000.0,5399.0,576250.0,,144032.0,1.95488e-05,0.1,1.3713729 +1809.8,1813.6382,-0.01883123,1707.6781,9230000.0,5405.0,576875.0,,144192.0,1.92928e-05,0.1,1.2931991 +1812.0,1813.64,-0.0182995,1707.9482,9240000.0,5410.0,577500.0,,144352.0,1.90368e-05,0.1,1.218929 +1812.4,1813.7361,-0.015905676,1707.9025,9250000.0,5416.0,578125.0,,144512.0,1.87808e-05,0.1,1.2135687 +1813.4,1813.8241,-0.014888911,1707.8569,9260000.0,5422.0,578750.0,,144672.0,1.85248e-05,0.1,1.2497128 +1812.8,1813.9622,-0.001398843,1707.8114,9270000.0,5428.0,579375.0,,144832.0,1.82688e-05,0.1,1.1643647 +1813.2,1814.1022,-0.017402953,1707.7659,9280000.0,5434.0,580000.0,,144992.0,1.80128e-05,0.1,1.3371496 +1807.8,1814.1902,-0.003266297,1707.7206,9290000.0,5440.0,580625.0,,145152.0,1.77568e-05,0.1,1.4215586 +1813.2,1814.33,-0.013072398,1707.6754,9300000.0,5446.0,581250.0,,145312.0,1.75008e-05,0.1,1.3756797 +1812.8,1814.46,-0.0139803,1707.9435,9310000.0,5451.0,581875.0,,145440.0,1.7296e-05,0.1,1.3325583 +1812.6,1814.5919,-0.016141625,1707.8981,9320000.0,5457.0,582500.0,,145600.0,1.704e-05,0.1,1.3392072 +1814.4,1814.7579,-0.014534417,1707.8528,9330000.0,5463.0,583125.0,,145760.0,1.6784e-05,0.1,1.2288346 +1813.8,1814.9259,-0.014824512,1707.8076,9340000.0,5469.0,583750.0,,145920.0,1.6528e-05,0.1,1.2131386 +1813.4,1815.068,-0.015777197,1708.0746,9350000.0,5474.0,584375.0,,146080.0,1.6272e-05,0.1,1.3238457 +1815.4,1815.2322,-0.01370856,1708.0292,9360000.0,5480.0,585000.0,,146240.0,1.6016e-05,0.1,1.3038435 +1814.6,1815.402,-0.012487603,1707.984,9370000.0,5486.0,585625.0,,146400.0,1.576e-05,0.1,1.167969 +1814.4,1815.5822,-0.012597509,1707.9388,9380000.0,5492.0,586250.0,,146560.0,1.5504e-05,0.1,1.1829572 +1815.6,1815.7241,-0.013445714,1707.8938,9390000.0,5498.0,586875.0,,146688.0,1.52992e-05,0.1,1.2317542 +1820.8,1815.9061,-0.0126610575,1707.8489,9400000.0,5504.0,587500.0,,146848.0,1.50432e-05,0.1,1.3068719 +1824.2,1816.0459,-0.015643345,1708.114,9410000.0,5509.0,588125.0,,147008.0,1.47872e-05,0.1,1.3464872 +1831.0,1816.246,-0.01650638,1708.0688,9420000.0,5515.0,588750.0,,147168.0,1.45312e-05,0.1,1.2742426 +1831.4,1816.4481,-0.013291921,1708.0239,9430000.0,5521.0,589375.0,,147328.0,1.42752e-05,0.1,1.1242871 +1834.8,1816.6461,-0.009469442,1707.979,9440000.0,5527.0,590000.0,,147488.0,1.40192e-05,0.1,1.2310599 +1834.4,1816.8441,-0.0139941815,1707.9342,9450000.0,5533.0,590625.0,,147648.0,1.37632e-05,0.1,1.2405205 +1836.2,1817.0621,-0.011826709,1707.8895,9460000.0,5539.0,591250.0,,147808.0,1.35072e-05,0.1,1.1151197 +1832.8,1817.25,-0.0110568255,1708.153,9470000.0,5544.0,591875.0,,147968.0,1.32512e-05,0.1,1.1709783 +1832.6,1817.384,-0.012193126,1708.1082,9480000.0,5550.0,592500.0,,148096.0,1.30464e-05,0.1,1.0385003 +1832.6,1817.4459,-0.0124099115,1708.0634,9490000.0,5556.0,593125.0,,148256.0,1.27904e-05,0.1,1.1431385 +1833.0,1817.5078,-0.013341491,1708.3258,9500000.0,5561.0,593750.0,,148416.0,1.25344e-05,0.1,1.2487922 +1834.0,1817.5859,-0.012084851,1708.2809,9510000.0,5567.0,594375.0,,148576.0,1.22784e-05,0.1,1.2209942 +1840.2,1817.7421,-0.012165035,1708.2361,9520000.0,5573.0,595000.0,,148736.0,1.20224e-05,0.1,1.1074059 +1838.0,1817.8761,-0.0105604315,1708.1914,9530000.0,5579.0,595625.0,,148896.0,1.17664e-05,0.1,1.1871339 +1838.0,1818.004,-0.01572855,1708.1469,9540000.0,5585.0,596250.0,,149056.0,1.15104e-05,0.1,1.2671959 +1837.2,1818.1061,-0.01228959,1708.1023,9550000.0,5591.0,596875.0,,149216.0,1.12544e-05,0.1,1.1372129 +1835.6,1818.202,-0.01572535,1708.0579,9560000.0,5597.0,597500.0,,149344.0,1.10496e-05,0.1,1.2167746 +1836.0,1818.3,-0.0077016316,1708.0135,9570000.0,5603.0,598125.0,,149504.0,1.07936e-05,0.1,1.0060954 +1836.6,1818.4,-0.0063381707,1707.9694,9580000.0,5609.0,598750.0,,149664.0,1.05376e-05,0.1,1.0946883 +1834.8,1818.5298,-0.005566247,1707.9252,9590000.0,5615.0,599375.0,,149824.0,1.02816e-05,0.1,1.1856108 +1834.6,1818.6378,-0.012593633,1707.8811,9600000.0,5621.0,600000.0,,149984.0,1.00256e-05,0.1,1.2385259 +1832.6,1818.7258,-0.011401412,1708.1407,9610000.0,5626.0,600625.0,,150144.0,9.7696e-06,0.1,1.2795908 +1829.2,1818.8119,-0.011212748,1708.0966,9620000.0,5632.0,601250.0,,150304.0,9.5136e-06,0.1,1.2369103 +1832.2,1818.9178,-0.011478606,1708.0525,9630000.0,5638.0,601875.0,,150464.0,9.2576e-06,0.1,1.2335539 +1831.4,1819.0181,-0.010482073,1708.0085,9640000.0,5644.0,602500.0,,150624.0,9.0016e-06,0.1,0.99734586 +1831.2,1819.1641,-0.0092997,1707.9646,9650000.0,5650.0,603125.0,,150752.0,8.7968e-06,0.1,1.1972024 +1830.0,1819.2922,-0.008042623,1707.9208,9660000.0,5656.0,603750.0,,150912.0,8.5408e-06,0.1,1.1389141 +1830.2,1819.4241,-0.009632982,1707.8771,9670000.0,5662.0,604375.0,,151072.0,8.2848e-06,0.1,1.1229526 +1825.2,1819.5402,-0.008884827,1707.8335,9680000.0,5668.0,605000.0,,151232.0,8.0288e-06,0.1,1.171006 +1825.4,1819.654,-0.005499702,1707.7899,9690000.0,5674.0,605625.0,,151392.0,7.7728e-06,0.1,1.1566534 +1826.0,1819.7661,-0.010246535,1707.7465,9700000.0,5680.0,606250.0,,151552.0,7.5168e-06,0.1,1.3307964 +1825.6,1819.836,-0.008824293,1707.7031,9710000.0,5686.0,606875.0,,151712.0,7.2608e-06,0.1,1.230761 +1820.6,1819.9019,-0.008342149,1707.6599,9720000.0,5692.0,607500.0,,151872.0,7.0048e-06,0.1,1.2536063 +1820.2,1819.9598,-0.011691787,1707.9165,9730000.0,5697.0,608125.0,,152000.0,6.8e-06,0.1,1.1965127 +1820.2,1819.996,-0.010085906,1707.873,9740000.0,5703.0,608750.0,,152160.0,6.544e-06,0.1,1.332893 +1821.6,1820.0441,-0.008127733,1707.8297,9750000.0,5709.0,609375.0,,152320.0,6.288e-06,0.1,1.18331 +1822.6,1820.0999,-0.008980268,1707.7865,9760000.0,5715.0,610000.0,,152480.0,6.032e-06,0.1,1.0517093 +1822.8,1820.1937,-0.007325487,1707.7434,9770000.0,5721.0,610625.0,,152640.0,5.776e-06,0.1,1.1002345 +1823.4,1820.294,-0.006600595,1707.7003,9780000.0,5727.0,611250.0,,152800.0,5.52e-06,0.1,0.9715041 +1817.4,1820.33,-0.006774403,1707.6575,9790000.0,5733.0,611875.0,,152960.0,5.264e-06,0.1,1.1802006 +1818.0,1820.404,-0.008610477,1707.6146,9800000.0,5739.0,612500.0,,153120.0,5.008e-06,0.1,1.1969527 +1820.0,1820.462,-0.0064815646,1707.5718,9810000.0,5745.0,613125.0,,153280.0,4.752e-06,0.1,1.1389034 +1820.6,1820.5641,-0.007896224,1707.826,9820000.0,5750.0,613750.0,,153408.0,4.5472e-06,0.1,1.2199825 +1823.4,1820.766,-0.0081613725,1707.7832,9830000.0,5756.0,614375.0,,153568.0,4.2912e-06,0.1,1.1967099 +1825.6,1820.9519,-0.009250937,1707.7404,9840000.0,5762.0,615000.0,,153728.0,4.0352e-06,0.1,1.2793906 +1825.4,1821.136,-0.0048769796,1707.6976,9850000.0,5768.0,615625.0,,153888.0,3.7792e-06,0.1,1.1096122 +1826.2,1821.3302,0.0048513385,1707.655,9860000.0,5774.0,616250.0,,154048.0,3.5232e-06,0.1,1.1315534 +1826.6,1821.4839,-0.006028795,1707.6124,9870000.0,5780.0,616875.0,,154208.0,3.2672e-06,0.1,1.1526291 +1825.2,1821.6182,-0.0051160753,1707.57,9880000.0,5786.0,617500.0,,154368.0,3.0112e-06,0.1,1.1348287 +1825.6,1821.756,-0.006567996,1707.5276,9890000.0,5792.0,618125.0,,154528.0,2.7552e-06,0.1,1.2766826 +1821.2,1821.8439,-0.004513112,1707.7799,9900000.0,5797.0,618750.0,,154656.0,2.5504e-06,0.1,1.0915505 +1828.4,1821.968,-0.0063569606,1707.7374,9910000.0,5803.0,619375.0,,154816.0,2.2944e-06,0.1,1.245727 +1824.8,1822.052,-0.0065549817,1707.401,9920000.0,5810.0,620000.0,,154976.0,2.0384e-06,0.1,1.090389 +1825.8,1822.1439,-0.002004487,1707.359,9930000.0,5816.0,620625.0,,155136.0,1.7824e-06,0.1,1.00207 +1829.0,1822.264,-0.00556332,1707.317,9940000.0,5822.0,621250.0,,155296.0,1.5264e-06,0.1,1.2379861 +1829.8,1822.3378,-0.0065974467,1707.2753,9950000.0,5828.0,621875.0,,155456.0,1.2704e-06,0.1,1.1346104 +1829.8,1822.448,-0.0019061883,1707.2334,9960000.0,5834.0,622500.0,,155616.0,1.0144e-06,0.1,1.1548978 +1829.4,1822.5481,-0.005502478,1707.1918,9970000.0,5840.0,623125.0,,155776.0,7.584e-07,0.1,1.1404016 +1829.2,1822.654,-0.0021913704,1707.1501,9980000.0,5846.0,623750.0,,155936.0,5.024e-07,0.1,1.0030651 +1829.0,1822.72,-0.0036843321,1707.1086,9990000.0,5852.0,624375.0,,156064.0,2.976e-07,0.1,1.0562247 +1828.6,1822.8002,0.020584505,1707.0673,10000000.0,5858.0,625000.0,,156224.0,4.16e-08,0.1,1.1570232 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_eval.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..86f33f59654ef9f33af91244e402e4d604544bac --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1822.8001708984375, + "strength": 1418.449951171875, + "max_strength": 1758.7999267578125, + "final_strength": 1747.199951171875, + "sample_efficiency": 2.6637425776243617e-07, + "training_efficiency": 1.703675116004888e-05, + "stability": 0.9990774393081665 + }, + "local": { + "mean_returns": [ + 52.0, + 68.57142639160156, + 107.90697479248047, + 124.64286041259766, + 140.90908813476562, + 155.69619750976562, + 165.93406677246094, + 176.60000610351562, + 195.60000610351562, + 214.8000030517578, + 234.8000030517578, + 241.60000610351562, + 249.0, + 254.0, + 258.6000061035156, + 263.3999938964844, + 266.0, + 269.79998779296875, + 269.0, + 270.6000061035156, + 274.20001220703125, + 292.0, + 296.20001220703125, + 305.20001220703125, + 309.79998779296875, + 315.6000061035156, + 324.6000061035156, + 326.0, + 327.3999938964844, + 327.6000061035156, + 330.3999938964844, + 325.6000061035156, + 331.6000061035156, + 332.0, + 334.3999938964844, + 341.20001220703125, + 342.79998779296875, + 344.20001220703125, + 355.0, + 360.3999938964844, + 365.20001220703125, + 377.20001220703125, + 391.6000061035156, + 399.79998779296875, + 405.20001220703125, + 407.20001220703125, + 405.3999938964844, + 421.3999938964844, + 427.0, + 432.0, + 442.79998779296875, + 446.79998779296875, + 444.6000061035156, + 449.6000061035156, + 451.6000061035156, + 457.79998779296875, + 457.6000061035156, + 462.0, + 458.79998779296875, + 463.79998779296875, + 465.6000061035156, + 468.20001220703125, + 474.0, + 482.20001220703125, + 477.6000061035156, + 487.79998779296875, + 498.3999938964844, + 499.3999938964844, + 500.79998779296875, + 495.20001220703125, + 497.6000061035156, + 495.6000061035156, + 500.6000061035156, + 519.0, + 523.0, + 519.0, + 513.0, + 510.3999938964844, + 512.7999877929688, + 515.2000122070312, + 513.5999755859375, + 522.0, + 521.0, + 526.0, + 519.2000122070312, + 524.4000244140625, + 520.2000122070312, + 521.2000122070312, + 518.0, + 521.0, + 530.2000122070312, + 534.7999877929688, + 537.4000244140625, + 542.0, + 532.0, + 540.5999755859375, + 552.5999755859375, + 554.7999877929688, + 561.4000244140625, + 555.0, + 564.4000244140625, + 565.0, + 563.0, + 559.7999877929688, + 553.7999877929688, + 567.0, + 562.4000244140625, + 569.5999755859375, + 574.2000122070312, + 577.0, + 583.5999755859375, + 595.0, + 601.5999755859375, + 602.5999755859375, + 615.4000244140625, + 625.7999877929688, + 633.5999755859375, + 638.0, + 648.2000122070312, + 659.7999877929688, + 668.7999877929688, + 664.4000244140625, + 663.5999755859375, + 649.0, + 648.7999877929688, + 650.7999877929688, + 652.7999877929688, + 660.4000244140625, + 665.4000244140625, + 677.4000244140625, + 687.2000122070312, + 694.0, + 697.4000244140625, + 696.2000122070312, + 712.2000122070312, + 723.5999755859375, + 736.7999877929688, + 753.4000244140625, + 766.0, + 793.2000122070312, + 822.7999877929688, + 825.4000244140625, + 846.4000244140625, + 853.4000244140625, + 865.4000244140625, + 873.4000244140625, + 886.0, + 918.2000122070312, + 937.5999755859375, + 953.5999755859375, + 969.2000122070312, + 981.4000244140625, + 1000.7999877929688, + 1010.4000244140625, + 1027.199951171875, + 1034.4000244140625, + 1053.199951171875, + 1066.4000244140625, + 1083.5999755859375, + 1091.800048828125, + 1110.199951171875, + 1119.5999755859375, + 1118.5999755859375, + 1139.5999755859375, + 1156.0, + 1162.199951171875, + 1158.800048828125, + 1171.5999755859375, + 1184.199951171875, + 1191.0, + 1203.4000244140625, + 1206.4000244140625, + 1220.5999755859375, + 1223.0, + 1244.0, + 1250.800048828125, + 1252.199951171875, + 1246.0, + 1251.800048828125, + 1252.0, + 1252.0, + 1264.0, + 1267.800048828125, + 1270.199951171875, + 1276.199951171875, + 1274.4000244140625, + 1282.4000244140625, + 1282.800048828125, + 1301.4000244140625, + 1300.800048828125, + 1310.199951171875, + 1325.800048828125, + 1329.5999755859375, + 1328.800048828125, + 1324.800048828125, + 1327.0, + 1330.5999755859375, + 1334.199951171875, + 1340.5999755859375, + 1348.800048828125, + 1367.4000244140625, + 1371.800048828125, + 1363.0, + 1379.5999755859375, + 1395.4000244140625, + 1397.4000244140625, + 1400.0, + 1388.5999755859375, + 1391.5999755859375, + 1394.800048828125, + 1399.199951171875, + 1400.5999755859375, + 1405.4000244140625, + 1417.5999755859375, + 1413.800048828125, + 1423.5999755859375, + 1416.0, + 1413.0, + 1411.5999755859375, + 1417.5999755859375, + 1407.5999755859375, + 1411.4000244140625, + 1421.800048828125, + 1417.5999755859375, + 1419.4000244140625, + 1419.0, + 1421.0, + 1439.800048828125, + 1445.199951171875, + 1449.4000244140625, + 1438.0, + 1435.199951171875, + 1437.5999755859375, + 1436.4000244140625, + 1439.800048828125, + 1426.199951171875, + 1440.4000244140625, + 1453.0, + 1453.800048828125, + 1445.0, + 1449.4000244140625, + 1438.4000244140625, + 1440.199951171875, + 1448.0, + 1449.5999755859375, + 1448.800048828125, + 1447.800048828125, + 1452.800048828125, + 1460.800048828125, + 1454.5999755859375, + 1455.199951171875, + 1472.199951171875, + 1474.800048828125, + 1475.199951171875, + 1471.199951171875, + 1484.800048828125, + 1490.4000244140625, + 1492.199951171875, + 1497.5999755859375, + 1518.800048828125, + 1530.199951171875, + 1527.199951171875, + 1544.5999755859375, + 1547.5999755859375, + 1550.199951171875, + 1555.4000244140625, + 1566.800048828125, + 1569.199951171875, + 1564.199951171875, + 1561.0, + 1564.4000244140625, + 1570.199951171875, + 1574.199951171875, + 1572.199951171875, + 1576.4000244140625, + 1562.199951171875, + 1554.4000244140625, + 1565.199951171875, + 1555.800048828125, + 1543.199951171875, + 1544.4000244140625, + 1540.4000244140625, + 1540.199951171875, + 1540.4000244140625, + 1538.0, + 1533.800048828125, + 1534.199951171875, + 1532.800048828125, + 1536.199951171875, + 1544.0, + 1550.199951171875, + 1543.4000244140625, + 1549.4000244140625, + 1544.0, + 1539.199951171875, + 1535.199951171875, + 1551.0, + 1539.199951171875, + 1537.5999755859375, + 1536.199951171875, + 1549.5999755859375, + 1536.199951171875, + 1536.4000244140625, + 1530.199951171875, + 1529.0, + 1534.199951171875, + 1525.199951171875, + 1521.4000244140625, + 1522.199951171875, + 1512.0, + 1509.4000244140625, + 1504.4000244140625, + 1503.800048828125, + 1495.5999755859375, + 1500.5999755859375, + 1496.800048828125, + 1495.199951171875, + 1510.4000244140625, + 1526.0, + 1533.800048828125, + 1541.0, + 1547.4000244140625, + 1562.5999755859375, + 1569.0, + 1572.4000244140625, + 1573.4000244140625, + 1571.4000244140625, + 1581.0, + 1587.5999755859375, + 1595.199951171875, + 1597.0, + 1602.5999755859375, + 1607.0, + 1616.0, + 1615.800048828125, + 1621.0, + 1630.199951171875, + 1639.800048828125, + 1639.4000244140625, + 1631.800048828125, + 1634.5999755859375, + 1634.0, + 1629.5999755859375, + 1617.0, + 1612.4000244140625, + 1616.5999755859375, + 1613.0, + 1611.800048828125, + 1616.199951171875, + 1613.4000244140625, + 1614.800048828125, + 1603.800048828125, + 1601.5999755859375, + 1601.5999755859375, + 1608.0, + 1599.0, + 1600.199951171875, + 1599.199951171875, + 1593.5999755859375, + 1597.4000244140625, + 1589.800048828125, + 1593.800048828125, + 1591.800048828125, + 1589.4000244140625, + 1597.800048828125, + 1595.5999755859375, + 1603.0, + 1597.0, + 1597.800048828125, + 1596.0, + 1599.0, + 1595.4000244140625, + 1608.800048828125, + 1598.800048828125, + 1611.5999755859375, + 1614.800048828125, + 1619.199951171875, + 1623.5999755859375, + 1621.199951171875, + 1615.0, + 1616.5999755859375, + 1607.199951171875, + 1604.800048828125, + 1596.5999755859375, + 1592.4000244140625, + 1595.800048828125, + 1590.0, + 1590.800048828125, + 1599.4000244140625, + 1597.800048828125, + 1592.800048828125, + 1592.5999755859375, + 1586.5999755859375, + 1583.4000244140625, + 1588.199951171875, + 1588.5999755859375, + 1584.5999755859375, + 1581.5999755859375, + 1580.0, + 1579.199951171875, + 1595.800048828125, + 1594.4000244140625, + 1604.4000244140625, + 1610.4000244140625, + 1623.199951171875, + 1635.5999755859375, + 1636.800048828125, + 1633.0, + 1636.4000244140625, + 1632.199951171875, + 1630.199951171875, + 1632.4000244140625, + 1638.800048828125, + 1648.199951171875, + 1656.0, + 1662.199951171875, + 1665.800048828125, + 1670.0, + 1673.199951171875, + 1678.4000244140625, + 1683.0, + 1678.4000244140625, + 1678.5999755859375, + 1682.4000244140625, + 1678.199951171875, + 1679.5999755859375, + 1679.800048828125, + 1675.0, + 1682.0, + 1687.0, + 1695.0, + 1696.4000244140625, + 1701.5999755859375, + 1702.0, + 1696.800048828125, + 1690.199951171875, + 1691.0, + 1689.800048828125, + 1689.0, + 1690.0, + 1690.4000244140625, + 1694.5999755859375, + 1693.199951171875, + 1697.4000244140625, + 1700.4000244140625, + 1704.4000244140625, + 1701.5999755859375, + 1699.4000244140625, + 1693.0, + 1697.800048828125, + 1698.0, + 1700.4000244140625, + 1703.199951171875, + 1704.0, + 1704.199951171875, + 1702.199951171875, + 1709.199951171875, + 1713.5999755859375, + 1712.0, + 1713.800048828125, + 1717.0, + 1713.0, + 1711.4000244140625, + 1707.0, + 1701.4000244140625, + 1696.199951171875, + 1695.199951171875, + 1690.4000244140625, + 1690.199951171875, + 1701.800048828125, + 1703.5999755859375, + 1696.4000244140625, + 1688.5999755859375, + 1696.800048828125, + 1691.5999755859375, + 1692.5999755859375, + 1691.4000244140625, + 1700.4000244140625, + 1701.0, + 1691.0, + 1694.199951171875, + 1695.5999755859375, + 1692.800048828125, + 1691.5999755859375, + 1693.800048828125, + 1699.0, + 1708.199951171875, + 1712.800048828125, + 1716.800048828125, + 1721.800048828125, + 1725.800048828125, + 1725.800048828125, + 1727.5999755859375, + 1727.0, + 1731.800048828125, + 1727.4000244140625, + 1727.0, + 1719.800048828125, + 1718.199951171875, + 1723.5999755859375, + 1722.4000244140625, + 1733.5999755859375, + 1734.800048828125, + 1722.199951171875, + 1715.4000244140625, + 1724.800048828125, + 1720.4000244140625, + 1720.5999755859375, + 1717.199951171875, + 1722.800048828125, + 1721.800048828125, + 1720.199951171875, + 1714.0, + 1714.800048828125, + 1711.800048828125, + 1706.4000244140625, + 1717.199951171875, + 1717.4000244140625, + 1719.0, + 1723.800048828125, + 1724.4000244140625, + 1714.199951171875, + 1713.5999755859375, + 1708.4000244140625, + 1706.4000244140625, + 1721.199951171875, + 1725.0, + 1720.0, + 1717.5999755859375, + 1721.0, + 1721.0, + 1719.4000244140625, + 1721.800048828125, + 1718.800048828125, + 1721.4000244140625, + 1713.800048828125, + 1715.5999755859375, + 1714.4000244140625, + 1707.4000244140625, + 1708.4000244140625, + 1708.5999755859375, + 1708.199951171875, + 1709.199951171875, + 1701.800048828125, + 1703.199951171875, + 1705.5999755859375, + 1706.199951171875, + 1708.800048828125, + 1711.199951171875, + 1716.4000244140625, + 1724.5999755859375, + 1722.5999755859375, + 1719.5999755859375, + 1721.199951171875, + 1723.5999755859375, + 1722.800048828125, + 1731.5999755859375, + 1731.199951171875, + 1732.5999755859375, + 1732.199951171875, + 1745.4000244140625, + 1746.0, + 1752.5999755859375, + 1757.5999755859375, + 1758.0, + 1768.199951171875, + 1772.800048828125, + 1772.5999755859375, + 1773.800048828125, + 1767.4000244140625, + 1763.800048828125, + 1756.5999755859375, + 1755.5999755859375, + 1758.5999755859375, + 1762.4000244140625, + 1760.199951171875, + 1760.5999755859375, + 1757.4000244140625, + 1756.5999755859375, + 1760.0, + 1761.0, + 1761.5999755859375, + 1756.0, + 1752.4000244140625, + 1740.4000244140625, + 1740.199951171875, + 1734.800048828125, + 1726.800048828125, + 1714.0, + 1714.199951171875, + 1713.800048828125, + 1715.800048828125, + 1718.4000244140625, + 1721.4000244140625, + 1722.5999755859375, + 1720.4000244140625, + 1720.4000244140625, + 1716.0, + 1712.4000244140625, + 1720.199951171875, + 1719.5999755859375, + 1716.800048828125, + 1714.199951171875, + 1715.0, + 1718.199951171875, + 1719.5999755859375, + 1728.5999755859375, + 1729.199951171875, + 1730.4000244140625, + 1732.199951171875, + 1730.0, + 1731.199951171875, + 1726.800048828125, + 1728.800048828125, + 1730.0, + 1724.4000244140625, + 1723.5999755859375, + 1724.0, + 1724.0, + 1730.800048828125, + 1735.0, + 1731.0, + 1733.4000244140625, + 1734.0, + 1742.800048828125, + 1742.800048828125, + 1745.800048828125, + 1750.800048828125, + 1752.199951171875, + 1747.0, + 1750.0, + 1749.800048828125, + 1753.800048828125, + 1765.800048828125, + 1766.800048828125, + 1772.0, + 1771.4000244140625, + 1776.5999755859375, + 1781.199951171875, + 1782.4000244140625, + 1784.800048828125, + 1784.5999755859375, + 1784.5999755859375, + 1783.0, + 1781.4000244140625, + 1781.0, + 1783.0, + 1784.5999755859375, + 1785.5999755859375, + 1783.800048828125, + 1780.199951171875, + 1787.4000244140625, + 1787.5999755859375, + 1784.5999755859375, + 1787.800048828125, + 1786.4000244140625, + 1786.800048828125, + 1784.0, + 1784.0, + 1787.0, + 1777.0, + 1777.199951171875, + 1777.4000244140625, + 1775.199951171875, + 1775.800048828125, + 1772.0, + 1772.0, + 1771.5999755859375, + 1771.199951171875, + 1770.5999755859375, + 1771.199951171875, + 1776.800048828125, + 1776.199951171875, + 1765.199951171875, + 1765.5999755859375, + 1770.199951171875, + 1769.199951171875, + 1775.4000244140625, + 1775.5999755859375, + 1778.800048828125, + 1778.199951171875, + 1777.800048828125, + 1778.0, + 1776.5999755859375, + 1776.199951171875, + 1774.0, + 1774.199951171875, + 1776.4000244140625, + 1782.199951171875, + 1779.4000244140625, + 1774.5999755859375, + 1774.5999755859375, + 1763.5999755859375, + 1761.199951171875, + 1761.0, + 1772.4000244140625, + 1768.5999755859375, + 1765.5999755859375, + 1765.4000244140625, + 1761.0, + 1760.0, + 1760.0, + 1759.800048828125, + 1760.199951171875, + 1761.0, + 1762.5999755859375, + 1767.5999755859375, + 1763.5999755859375, + 1765.0, + 1769.0, + 1768.0, + 1768.0, + 1773.800048828125, + 1772.4000244140625, + 1783.4000244140625, + 1781.5999755859375, + 1781.0, + 1780.4000244140625, + 1783.4000244140625, + 1784.0, + 1786.4000244140625, + 1793.5999755859375, + 1790.5999755859375, + 1791.0, + 1790.0, + 1790.800048828125, + 1792.800048828125, + 1792.4000244140625, + 1797.0, + 1802.5999755859375, + 1796.0, + 1794.800048828125, + 1793.5999755859375, + 1798.199951171875, + 1798.0, + 1797.199951171875, + 1800.199951171875, + 1800.0, + 1795.800048828125, + 1796.5999755859375, + 1790.4000244140625, + 1786.800048828125, + 1785.800048828125, + 1779.199951171875, + 1782.0, + 1782.0, + 1781.4000244140625, + 1781.0, + 1779.199951171875, + 1773.0, + 1773.4000244140625, + 1776.199951171875, + 1778.0, + 1770.4000244140625, + 1771.199951171875, + 1770.4000244140625, + 1767.800048828125, + 1768.199951171875, + 1757.800048828125, + 1759.199951171875, + 1764.0, + 1755.800048828125, + 1758.5999755859375, + 1757.5999755859375, + 1757.0, + 1756.4000244140625, + 1757.0, + 1748.4000244140625, + 1751.199951171875, + 1750.800048828125, + 1751.800048828125, + 1757.800048828125, + 1757.5999755859375, + 1757.5999755859375, + 1758.5999755859375, + 1771.0, + 1771.800048828125, + 1771.800048828125, + 1777.4000244140625, + 1773.0, + 1776.199951171875, + 1781.0, + 1784.5999755859375, + 1789.0, + 1788.800048828125, + 1792.5999755859375, + 1794.4000244140625, + 1802.4000244140625, + 1798.5999755859375, + 1796.0, + 1796.5999755859375, + 1797.0, + 1793.0, + 1794.5999755859375, + 1790.4000244140625, + 1790.5999755859375, + 1790.4000244140625, + 1788.0, + 1787.5999755859375, + 1787.800048828125, + 1787.800048828125, + 1793.5999755859375, + 1789.0, + 1791.4000244140625, + 1791.5999755859375, + 1791.4000244140625, + 1795.5999755859375, + 1795.800048828125, + 1801.199951171875, + 1801.5999755859375, + 1806.199951171875, + 1815.4000244140625, + 1818.4000244140625, + 1818.5999755859375, + 1822.4000244140625, + 1818.5999755859375, + 1818.4000244140625, + 1822.0, + 1814.199951171875, + 1813.5999755859375, + 1811.800048828125, + 1812.199951171875, + 1812.199951171875, + 1811.800048828125, + 1802.800048828125, + 1804.5999755859375, + 1799.0, + 1799.199951171875, + 1799.0, + 1799.199951171875, + 1799.800048828125, + 1799.4000244140625, + 1797.800048828125, + 1797.0, + 1799.199951171875, + 1799.0, + 1797.5999755859375, + 1796.4000244140625, + 1801.4000244140625, + 1802.5999755859375, + 1810.199951171875, + 1811.0, + 1811.199951171875, + 1815.0, + 1814.5999755859375, + 1814.4000244140625, + 1814.0, + 1819.199951171875, + 1826.4000244140625, + 1826.800048828125, + 1826.199951171875, + 1824.5999755859375, + 1824.5999755859375, + 1825.199951171875, + 1827.0, + 1826.0, + 1826.199951171875, + 1826.5999755859375, + 1821.800048828125, + 1823.800048828125, + 1823.800048828125, + 1820.5999755859375, + 1821.5999755859375, + 1821.4000244140625, + 1816.5999755859375, + 1817.199951171875, + 1817.0, + 1813.5999755859375, + 1814.0, + 1814.800048828125, + 1818.5999755859375, + 1814.0, + 1814.4000244140625, + 1816.5999755859375, + 1816.800048828125, + 1817.0, + 1813.4000244140625, + 1813.4000244140625, + 1813.800048828125, + 1810.5999755859375, + 1814.199951171875, + 1810.4000244140625, + 1803.199951171875, + 1807.0, + 1807.0, + 1806.800048828125, + 1811.199951171875, + 1811.800048828125, + 1811.800048828125, + 1812.4000244140625, + 1816.0, + 1816.4000244140625, + 1816.5999755859375, + 1817.0, + 1822.4000244140625, + 1818.800048828125, + 1819.4000244140625, + 1818.5999755859375, + 1822.4000244140625, + 1820.5999755859375, + 1809.4000244140625, + 1809.199951171875, + 1812.0, + 1812.800048828125, + 1818.199951171875, + 1823.800048828125, + 1824.199951171875, + 1819.5999755859375, + 1820.5999755859375, + 1820.4000244140625, + 1819.4000244140625, + 1819.4000244140625, + 1818.5999755859375, + 1818.5999755859375, + 1818.800048828125, + 1817.4000244140625, + 1813.800048828125, + 1811.199951171875, + 1805.0, + 1803.199951171875, + 1802.4000244140625, + 1802.199951171875, + 1809.800048828125, + 1812.0, + 1812.4000244140625, + 1813.4000244140625, + 1812.800048828125, + 1813.199951171875, + 1807.800048828125, + 1813.199951171875, + 1812.800048828125, + 1812.5999755859375, + 1814.4000244140625, + 1813.800048828125, + 1813.4000244140625, + 1815.4000244140625, + 1814.5999755859375, + 1814.4000244140625, + 1815.5999755859375, + 1820.800048828125, + 1824.199951171875, + 1831.0, + 1831.4000244140625, + 1834.800048828125, + 1834.4000244140625, + 1836.199951171875, + 1832.800048828125, + 1832.5999755859375, + 1832.5999755859375, + 1833.0, + 1834.0, + 1840.199951171875, + 1838.0, + 1838.0, + 1837.199951171875, + 1835.5999755859375, + 1836.0, + 1836.5999755859375, + 1834.800048828125, + 1834.5999755859375, + 1832.5999755859375, + 1829.199951171875, + 1832.199951171875, + 1831.4000244140625, + 1831.199951171875, + 1830.0, + 1830.199951171875, + 1825.199951171875, + 1825.4000244140625, + 1826.0, + 1825.5999755859375, + 1820.5999755859375, + 1820.199951171875, + 1820.199951171875, + 1821.5999755859375, + 1822.5999755859375, + 1822.800048828125, + 1823.4000244140625, + 1817.4000244140625, + 1818.0, + 1820.0, + 1820.5999755859375, + 1823.4000244140625, + 1825.5999755859375, + 1825.4000244140625, + 1826.199951171875, + 1826.5999755859375, + 1825.199951171875, + 1825.5999755859375, + 1821.199951171875, + 1828.4000244140625, + 1824.800048828125, + 1825.800048828125, + 1829.0, + 1829.800048828125, + 1829.800048828125, + 1829.4000244140625, + 1829.199951171875, + 1829.0, + 1828.5999755859375 + ], + "strengths": [ + -29.400001525878906, + -12.828575134277344, + 26.506973266601562, + 43.24285888671875, + 59.50908660888672, + 74.29619598388672, + 84.53406524658203, + 95.20000457763672, + 114.20000457763672, + 133.39999389648438, + 153.39999389648438, + 160.20001220703125, + 167.60000610351562, + 172.60000610351562, + 177.20001220703125, + 182.0, + 184.60000610351562, + 188.39999389648438, + 187.60000610351562, + 189.20001220703125, + 192.80001831054688, + 210.60000610351562, + 214.80001831054688, + 223.80001831054688, + 228.39999389648438, + 234.20001220703125, + 243.20001220703125, + 244.60000610351562, + 246.0, + 246.20001220703125, + 249.0, + 244.20001220703125, + 250.20001220703125, + 250.60000610351562, + 253.0, + 259.8000183105469, + 261.3999938964844, + 262.8000183105469, + 273.6000061035156, + 279.0, + 283.8000183105469, + 295.8000183105469, + 310.20001220703125, + 318.3999938964844, + 323.8000183105469, + 325.8000183105469, + 324.0, + 340.0, + 345.6000061035156, + 350.6000061035156, + 361.3999938964844, + 365.3999938964844, + 363.20001220703125, + 368.20001220703125, + 370.20001220703125, + 376.3999938964844, + 376.20001220703125, + 380.6000061035156, + 377.3999938964844, + 382.3999938964844, + 384.20001220703125, + 386.8000183105469, + 392.6000061035156, + 400.8000183105469, + 396.20001220703125, + 406.3999938964844, + 417.0, + 418.0, + 419.3999938964844, + 413.8000183105469, + 416.20001220703125, + 414.20001220703125, + 419.20001220703125, + 437.6000061035156, + 441.6000061035156, + 437.6000061035156, + 431.6000061035156, + 429.0, + 431.3999938964844, + 433.8000183105469, + 432.1999816894531, + 440.6000061035156, + 439.6000061035156, + 444.6000061035156, + 437.8000183105469, + 443.0000305175781, + 438.8000183105469, + 439.8000183105469, + 436.6000061035156, + 439.6000061035156, + 448.8000183105469, + 453.3999938964844, + 456.0000305175781, + 460.6000061035156, + 450.6000061035156, + 459.1999816894531, + 471.1999816894531, + 473.3999938964844, + 480.0000305175781, + 473.6000061035156, + 483.0000305175781, + 483.6000061035156, + 481.6000061035156, + 478.3999938964844, + 472.3999938964844, + 485.6000061035156, + 481.0000305175781, + 488.1999816894531, + 492.8000183105469, + 495.6000061035156, + 502.1999816894531, + 513.5999755859375, + 520.199951171875, + 521.199951171875, + 534.0, + 544.3999633789062, + 552.199951171875, + 556.5999755859375, + 566.7999877929688, + 578.3999633789062, + 587.3999633789062, + 583.0, + 582.199951171875, + 567.5999755859375, + 567.3999633789062, + 569.3999633789062, + 571.3999633789062, + 579.0, + 584.0, + 596.0, + 605.7999877929688, + 612.5999755859375, + 616.0, + 614.7999877929688, + 630.7999877929688, + 642.199951171875, + 655.3999633789062, + 672.0, + 684.5999755859375, + 711.7999877929688, + 741.3999633789062, + 744.0, + 765.0, + 772.0, + 784.0, + 792.0, + 804.5999755859375, + 836.7999877929688, + 856.199951171875, + 872.199951171875, + 887.7999877929688, + 900.0, + 919.3999633789062, + 929.0, + 945.7999267578125, + 953.0, + 971.7999267578125, + 985.0, + 1002.199951171875, + 1010.4000244140625, + 1028.7999267578125, + 1038.199951171875, + 1037.199951171875, + 1058.199951171875, + 1074.5999755859375, + 1080.7999267578125, + 1077.4000244140625, + 1090.199951171875, + 1102.7999267578125, + 1109.5999755859375, + 1122.0, + 1125.0, + 1139.199951171875, + 1141.5999755859375, + 1162.5999755859375, + 1169.4000244140625, + 1170.7999267578125, + 1164.5999755859375, + 1170.4000244140625, + 1170.5999755859375, + 1170.5999755859375, + 1182.5999755859375, + 1186.4000244140625, + 1188.7999267578125, + 1194.7999267578125, + 1193.0, + 1201.0, + 1201.4000244140625, + 1220.0, + 1219.4000244140625, + 1228.7999267578125, + 1244.4000244140625, + 1248.199951171875, + 1247.4000244140625, + 1243.4000244140625, + 1245.5999755859375, + 1249.199951171875, + 1252.7999267578125, + 1259.199951171875, + 1267.4000244140625, + 1286.0, + 1290.4000244140625, + 1281.5999755859375, + 1298.199951171875, + 1314.0, + 1316.0, + 1318.5999755859375, + 1307.199951171875, + 1310.199951171875, + 1313.4000244140625, + 1317.7999267578125, + 1319.199951171875, + 1324.0, + 1336.199951171875, + 1332.4000244140625, + 1342.199951171875, + 1334.5999755859375, + 1331.5999755859375, + 1330.199951171875, + 1336.199951171875, + 1326.199951171875, + 1330.0, + 1340.4000244140625, + 1336.199951171875, + 1338.0, + 1337.5999755859375, + 1339.5999755859375, + 1358.4000244140625, + 1363.7999267578125, + 1368.0, + 1356.5999755859375, + 1353.7999267578125, + 1356.199951171875, + 1355.0, + 1358.4000244140625, + 1344.7999267578125, + 1359.0, + 1371.5999755859375, + 1372.4000244140625, + 1363.5999755859375, + 1368.0, + 1357.0, + 1358.7999267578125, + 1366.5999755859375, + 1368.199951171875, + 1367.4000244140625, + 1366.4000244140625, + 1371.4000244140625, + 1379.4000244140625, + 1373.199951171875, + 1373.7999267578125, + 1390.7999267578125, + 1393.4000244140625, + 1393.7999267578125, + 1389.7999267578125, + 1403.4000244140625, + 1409.0, + 1410.7999267578125, + 1416.199951171875, + 1437.4000244140625, + 1448.7999267578125, + 1445.7999267578125, + 1463.199951171875, + 1466.199951171875, + 1468.7999267578125, + 1474.0, + 1485.4000244140625, + 1487.7999267578125, + 1482.7999267578125, + 1479.5999755859375, + 1483.0, + 1488.7999267578125, + 1492.7999267578125, + 1490.7999267578125, + 1495.0, + 1480.7999267578125, + 1473.0, + 1483.7999267578125, + 1474.4000244140625, + 1461.7999267578125, + 1463.0, + 1459.0, + 1458.7999267578125, + 1459.0, + 1456.5999755859375, + 1452.4000244140625, + 1452.7999267578125, + 1451.4000244140625, + 1454.7999267578125, + 1462.5999755859375, + 1468.7999267578125, + 1462.0, + 1468.0, + 1462.5999755859375, + 1457.7999267578125, + 1453.7999267578125, + 1469.5999755859375, + 1457.7999267578125, + 1456.199951171875, + 1454.7999267578125, + 1468.199951171875, + 1454.7999267578125, + 1455.0, + 1448.7999267578125, + 1447.5999755859375, + 1452.7999267578125, + 1443.7999267578125, + 1440.0, + 1440.7999267578125, + 1430.5999755859375, + 1428.0, + 1423.0, + 1422.4000244140625, + 1414.199951171875, + 1419.199951171875, + 1415.4000244140625, + 1413.7999267578125, + 1429.0, + 1444.5999755859375, + 1452.4000244140625, + 1459.5999755859375, + 1466.0, + 1481.199951171875, + 1487.5999755859375, + 1491.0, + 1492.0, + 1490.0, + 1499.5999755859375, + 1506.199951171875, + 1513.7999267578125, + 1515.5999755859375, + 1521.199951171875, + 1525.5999755859375, + 1534.5999755859375, + 1534.4000244140625, + 1539.5999755859375, + 1548.7999267578125, + 1558.4000244140625, + 1558.0, + 1550.4000244140625, + 1553.199951171875, + 1552.5999755859375, + 1548.199951171875, + 1535.5999755859375, + 1531.0, + 1535.199951171875, + 1531.5999755859375, + 1530.4000244140625, + 1534.7999267578125, + 1532.0, + 1533.4000244140625, + 1522.4000244140625, + 1520.199951171875, + 1520.199951171875, + 1526.5999755859375, + 1517.5999755859375, + 1518.7999267578125, + 1517.7999267578125, + 1512.199951171875, + 1516.0, + 1508.4000244140625, + 1512.4000244140625, + 1510.4000244140625, + 1508.0, + 1516.4000244140625, + 1514.199951171875, + 1521.5999755859375, + 1515.5999755859375, + 1516.4000244140625, + 1514.5999755859375, + 1517.5999755859375, + 1514.0, + 1527.4000244140625, + 1517.4000244140625, + 1530.199951171875, + 1533.4000244140625, + 1537.7999267578125, + 1542.199951171875, + 1539.7999267578125, + 1533.5999755859375, + 1535.199951171875, + 1525.7999267578125, + 1523.4000244140625, + 1515.199951171875, + 1511.0, + 1514.4000244140625, + 1508.5999755859375, + 1509.4000244140625, + 1518.0, + 1516.4000244140625, + 1511.4000244140625, + 1511.199951171875, + 1505.199951171875, + 1502.0, + 1506.7999267578125, + 1507.199951171875, + 1503.199951171875, + 1500.199951171875, + 1498.5999755859375, + 1497.7999267578125, + 1514.4000244140625, + 1513.0, + 1523.0, + 1529.0, + 1541.7999267578125, + 1554.199951171875, + 1555.4000244140625, + 1551.5999755859375, + 1555.0, + 1550.7999267578125, + 1548.7999267578125, + 1551.0, + 1557.4000244140625, + 1566.7999267578125, + 1574.5999755859375, + 1580.7999267578125, + 1584.4000244140625, + 1588.5999755859375, + 1591.7999267578125, + 1597.0, + 1601.5999755859375, + 1597.0, + 1597.199951171875, + 1601.0, + 1596.7999267578125, + 1598.199951171875, + 1598.4000244140625, + 1593.5999755859375, + 1600.5999755859375, + 1605.5999755859375, + 1613.5999755859375, + 1615.0, + 1620.199951171875, + 1620.5999755859375, + 1615.4000244140625, + 1608.7999267578125, + 1609.5999755859375, + 1608.4000244140625, + 1607.5999755859375, + 1608.5999755859375, + 1609.0, + 1613.199951171875, + 1611.7999267578125, + 1616.0, + 1619.0, + 1623.0, + 1620.199951171875, + 1618.0, + 1611.5999755859375, + 1616.4000244140625, + 1616.5999755859375, + 1619.0, + 1621.7999267578125, + 1622.5999755859375, + 1622.7999267578125, + 1620.7999267578125, + 1627.7999267578125, + 1632.199951171875, + 1630.5999755859375, + 1632.4000244140625, + 1635.5999755859375, + 1631.5999755859375, + 1630.0, + 1625.5999755859375, + 1620.0, + 1614.7999267578125, + 1613.7999267578125, + 1609.0, + 1608.7999267578125, + 1620.4000244140625, + 1622.199951171875, + 1615.0, + 1607.199951171875, + 1615.4000244140625, + 1610.199951171875, + 1611.199951171875, + 1610.0, + 1619.0, + 1619.5999755859375, + 1609.5999755859375, + 1612.7999267578125, + 1614.199951171875, + 1611.4000244140625, + 1610.199951171875, + 1612.4000244140625, + 1617.5999755859375, + 1626.7999267578125, + 1631.4000244140625, + 1635.4000244140625, + 1640.4000244140625, + 1644.4000244140625, + 1644.4000244140625, + 1646.199951171875, + 1645.5999755859375, + 1650.4000244140625, + 1646.0, + 1645.5999755859375, + 1638.4000244140625, + 1636.7999267578125, + 1642.199951171875, + 1641.0, + 1652.199951171875, + 1653.4000244140625, + 1640.7999267578125, + 1634.0, + 1643.4000244140625, + 1639.0, + 1639.199951171875, + 1635.7999267578125, + 1641.4000244140625, + 1640.4000244140625, + 1638.7999267578125, + 1632.5999755859375, + 1633.4000244140625, + 1630.4000244140625, + 1625.0, + 1635.7999267578125, + 1636.0, + 1637.5999755859375, + 1642.4000244140625, + 1643.0, + 1632.7999267578125, + 1632.199951171875, + 1627.0, + 1625.0, + 1639.7999267578125, + 1643.5999755859375, + 1638.5999755859375, + 1636.199951171875, + 1639.5999755859375, + 1639.5999755859375, + 1638.0, + 1640.4000244140625, + 1637.4000244140625, + 1640.0, + 1632.4000244140625, + 1634.199951171875, + 1633.0, + 1626.0, + 1627.0, + 1627.199951171875, + 1626.7999267578125, + 1627.7999267578125, + 1620.4000244140625, + 1621.7999267578125, + 1624.199951171875, + 1624.7999267578125, + 1627.4000244140625, + 1629.7999267578125, + 1635.0, + 1643.199951171875, + 1641.199951171875, + 1638.199951171875, + 1639.7999267578125, + 1642.199951171875, + 1641.4000244140625, + 1650.199951171875, + 1649.7999267578125, + 1651.199951171875, + 1650.7999267578125, + 1664.0, + 1664.5999755859375, + 1671.199951171875, + 1676.199951171875, + 1676.5999755859375, + 1686.7999267578125, + 1691.4000244140625, + 1691.199951171875, + 1692.4000244140625, + 1686.0, + 1682.4000244140625, + 1675.199951171875, + 1674.199951171875, + 1677.199951171875, + 1681.0, + 1678.7999267578125, + 1679.199951171875, + 1676.0, + 1675.199951171875, + 1678.5999755859375, + 1679.5999755859375, + 1680.199951171875, + 1674.5999755859375, + 1671.0, + 1659.0, + 1658.7999267578125, + 1653.4000244140625, + 1645.4000244140625, + 1632.5999755859375, + 1632.7999267578125, + 1632.4000244140625, + 1634.4000244140625, + 1637.0, + 1640.0, + 1641.199951171875, + 1639.0, + 1639.0, + 1634.5999755859375, + 1631.0, + 1638.7999267578125, + 1638.199951171875, + 1635.4000244140625, + 1632.7999267578125, + 1633.5999755859375, + 1636.7999267578125, + 1638.199951171875, + 1647.199951171875, + 1647.7999267578125, + 1649.0, + 1650.7999267578125, + 1648.5999755859375, + 1649.7999267578125, + 1645.4000244140625, + 1647.4000244140625, + 1648.5999755859375, + 1643.0, + 1642.199951171875, + 1642.5999755859375, + 1642.5999755859375, + 1649.4000244140625, + 1653.5999755859375, + 1649.5999755859375, + 1652.0, + 1652.5999755859375, + 1661.4000244140625, + 1661.4000244140625, + 1664.4000244140625, + 1669.4000244140625, + 1670.7999267578125, + 1665.5999755859375, + 1668.5999755859375, + 1668.4000244140625, + 1672.4000244140625, + 1684.4000244140625, + 1685.4000244140625, + 1690.5999755859375, + 1690.0, + 1695.199951171875, + 1699.7999267578125, + 1701.0, + 1703.4000244140625, + 1703.199951171875, + 1703.199951171875, + 1701.5999755859375, + 1700.0, + 1699.5999755859375, + 1701.5999755859375, + 1703.199951171875, + 1704.199951171875, + 1702.4000244140625, + 1698.7999267578125, + 1706.0, + 1706.199951171875, + 1703.199951171875, + 1706.4000244140625, + 1705.0, + 1705.4000244140625, + 1702.5999755859375, + 1702.5999755859375, + 1705.5999755859375, + 1695.5999755859375, + 1695.7999267578125, + 1696.0, + 1693.7999267578125, + 1694.4000244140625, + 1690.5999755859375, + 1690.5999755859375, + 1690.199951171875, + 1689.7999267578125, + 1689.199951171875, + 1689.7999267578125, + 1695.4000244140625, + 1694.7999267578125, + 1683.7999267578125, + 1684.199951171875, + 1688.7999267578125, + 1687.7999267578125, + 1694.0, + 1694.199951171875, + 1697.4000244140625, + 1696.7999267578125, + 1696.4000244140625, + 1696.5999755859375, + 1695.199951171875, + 1694.7999267578125, + 1692.5999755859375, + 1692.7999267578125, + 1695.0, + 1700.7999267578125, + 1698.0, + 1693.199951171875, + 1693.199951171875, + 1682.199951171875, + 1679.7999267578125, + 1679.5999755859375, + 1691.0, + 1687.199951171875, + 1684.199951171875, + 1684.0, + 1679.5999755859375, + 1678.5999755859375, + 1678.5999755859375, + 1678.4000244140625, + 1678.7999267578125, + 1679.5999755859375, + 1681.199951171875, + 1686.199951171875, + 1682.199951171875, + 1683.5999755859375, + 1687.5999755859375, + 1686.5999755859375, + 1686.5999755859375, + 1692.4000244140625, + 1691.0, + 1702.0, + 1700.199951171875, + 1699.5999755859375, + 1699.0, + 1702.0, + 1702.5999755859375, + 1705.0, + 1712.199951171875, + 1709.199951171875, + 1709.5999755859375, + 1708.5999755859375, + 1709.4000244140625, + 1711.4000244140625, + 1711.0, + 1715.5999755859375, + 1721.199951171875, + 1714.5999755859375, + 1713.4000244140625, + 1712.199951171875, + 1716.7999267578125, + 1716.5999755859375, + 1715.7999267578125, + 1718.7999267578125, + 1718.5999755859375, + 1714.4000244140625, + 1715.199951171875, + 1709.0, + 1705.4000244140625, + 1704.4000244140625, + 1697.7999267578125, + 1700.5999755859375, + 1700.5999755859375, + 1700.0, + 1699.5999755859375, + 1697.7999267578125, + 1691.5999755859375, + 1692.0, + 1694.7999267578125, + 1696.5999755859375, + 1689.0, + 1689.7999267578125, + 1689.0, + 1686.4000244140625, + 1686.7999267578125, + 1676.4000244140625, + 1677.7999267578125, + 1682.5999755859375, + 1674.4000244140625, + 1677.199951171875, + 1676.199951171875, + 1675.5999755859375, + 1675.0, + 1675.5999755859375, + 1667.0, + 1669.7999267578125, + 1669.4000244140625, + 1670.4000244140625, + 1676.4000244140625, + 1676.199951171875, + 1676.199951171875, + 1677.199951171875, + 1689.5999755859375, + 1690.4000244140625, + 1690.4000244140625, + 1696.0, + 1691.5999755859375, + 1694.7999267578125, + 1699.5999755859375, + 1703.199951171875, + 1707.5999755859375, + 1707.4000244140625, + 1711.199951171875, + 1713.0, + 1721.0, + 1717.199951171875, + 1714.5999755859375, + 1715.199951171875, + 1715.5999755859375, + 1711.5999755859375, + 1713.199951171875, + 1709.0, + 1709.199951171875, + 1709.0, + 1706.5999755859375, + 1706.199951171875, + 1706.4000244140625, + 1706.4000244140625, + 1712.199951171875, + 1707.5999755859375, + 1710.0, + 1710.199951171875, + 1710.0, + 1714.199951171875, + 1714.4000244140625, + 1719.7999267578125, + 1720.199951171875, + 1724.7999267578125, + 1734.0, + 1737.0, + 1737.199951171875, + 1741.0, + 1737.199951171875, + 1737.0, + 1740.5999755859375, + 1732.7999267578125, + 1732.199951171875, + 1730.4000244140625, + 1730.7999267578125, + 1730.7999267578125, + 1730.4000244140625, + 1721.4000244140625, + 1723.199951171875, + 1717.5999755859375, + 1717.7999267578125, + 1717.5999755859375, + 1717.7999267578125, + 1718.4000244140625, + 1718.0, + 1716.4000244140625, + 1715.5999755859375, + 1717.7999267578125, + 1717.5999755859375, + 1716.199951171875, + 1715.0, + 1720.0, + 1721.199951171875, + 1728.7999267578125, + 1729.5999755859375, + 1729.7999267578125, + 1733.5999755859375, + 1733.199951171875, + 1733.0, + 1732.5999755859375, + 1737.7999267578125, + 1745.0, + 1745.4000244140625, + 1744.7999267578125, + 1743.199951171875, + 1743.199951171875, + 1743.7999267578125, + 1745.5999755859375, + 1744.5999755859375, + 1744.7999267578125, + 1745.199951171875, + 1740.4000244140625, + 1742.4000244140625, + 1742.4000244140625, + 1739.199951171875, + 1740.199951171875, + 1740.0, + 1735.199951171875, + 1735.7999267578125, + 1735.5999755859375, + 1732.199951171875, + 1732.5999755859375, + 1733.4000244140625, + 1737.199951171875, + 1732.5999755859375, + 1733.0, + 1735.199951171875, + 1735.4000244140625, + 1735.5999755859375, + 1732.0, + 1732.0, + 1732.4000244140625, + 1729.199951171875, + 1732.7999267578125, + 1729.0, + 1721.7999267578125, + 1725.5999755859375, + 1725.5999755859375, + 1725.4000244140625, + 1729.7999267578125, + 1730.4000244140625, + 1730.4000244140625, + 1731.0, + 1734.5999755859375, + 1735.0, + 1735.199951171875, + 1735.5999755859375, + 1741.0, + 1737.4000244140625, + 1738.0, + 1737.199951171875, + 1741.0, + 1739.199951171875, + 1728.0, + 1727.7999267578125, + 1730.5999755859375, + 1731.4000244140625, + 1736.7999267578125, + 1742.4000244140625, + 1742.7999267578125, + 1738.199951171875, + 1739.199951171875, + 1739.0, + 1738.0, + 1738.0, + 1737.199951171875, + 1737.199951171875, + 1737.4000244140625, + 1736.0, + 1732.4000244140625, + 1729.7999267578125, + 1723.5999755859375, + 1721.7999267578125, + 1721.0, + 1720.7999267578125, + 1728.4000244140625, + 1730.5999755859375, + 1731.0, + 1732.0, + 1731.4000244140625, + 1731.7999267578125, + 1726.4000244140625, + 1731.7999267578125, + 1731.4000244140625, + 1731.199951171875, + 1733.0, + 1732.4000244140625, + 1732.0, + 1734.0, + 1733.199951171875, + 1733.0, + 1734.199951171875, + 1739.4000244140625, + 1742.7999267578125, + 1749.5999755859375, + 1750.0, + 1753.4000244140625, + 1753.0, + 1754.7999267578125, + 1751.4000244140625, + 1751.199951171875, + 1751.199951171875, + 1751.5999755859375, + 1752.5999755859375, + 1758.7999267578125, + 1756.5999755859375, + 1756.5999755859375, + 1755.7999267578125, + 1754.199951171875, + 1754.5999755859375, + 1755.199951171875, + 1753.4000244140625, + 1753.199951171875, + 1751.199951171875, + 1747.7999267578125, + 1750.7999267578125, + 1750.0, + 1749.7999267578125, + 1748.5999755859375, + 1748.7999267578125, + 1743.7999267578125, + 1744.0, + 1744.5999755859375, + 1744.199951171875, + 1739.199951171875, + 1738.7999267578125, + 1738.7999267578125, + 1740.199951171875, + 1741.199951171875, + 1741.4000244140625, + 1742.0, + 1736.0, + 1736.5999755859375, + 1738.5999755859375, + 1739.199951171875, + 1742.0, + 1744.199951171875, + 1744.0, + 1744.7999267578125, + 1745.199951171875, + 1743.7999267578125, + 1744.199951171875, + 1739.7999267578125, + 1747.0, + 1743.4000244140625, + 1744.4000244140625, + 1747.5999755859375, + 1748.4000244140625, + 1748.4000244140625, + 1748.0, + 1747.7999267578125, + 1747.5999755859375, + 1747.199951171875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 8.48105555633083e-05, + 0.00017160229617729783, + -5.87470167374704e-05, + -4.901853571936954e-06, + 5.031161890656222e-06, + 8.213148248614743e-06, + 9.409734047949314e-06, + 9.836516255745664e-06, + 9.873563612927683e-06, + 9.711771781439893e-06, + 9.467024028708693e-06, + 9.189004231302533e-06, + 8.904758033168036e-06, + 8.625403097539674e-06, + 8.3554805314634e-06, + 8.099897058855277e-06, + 7.857143828005064e-06, + 7.632086635567248e-06, + 7.420307611027965e-06, + 7.218858172564069e-06, + 7.014485163381323e-06, + 6.821601800766075e-06, + 6.635541922150878e-06, + 6.459626547439257e-06, + 6.292212674452458e-06, + 6.13076554145664e-06, + 5.9796952882607e-06, + 5.837839125888422e-06, + 5.704835984943202e-06, + 5.578475793299731e-06, + 5.46166756976163e-06, + 5.3485841817746405e-06, + 5.241427970759105e-06, + 5.138891992828576e-06, + 5.039033567300066e-06, + 4.943672593071824e-06, + 4.852535312238615e-06, + 4.7623257160012145e-06, + 4.67489962829859e-06, + 4.5903329919383395e-06, + 4.506538516579894e-06, + 4.423113296070369e-06, + 4.341873136581853e-06, + 4.263448772690026e-06, + 4.188452749076532e-06, + 4.117432126804488e-06, + 4.046437425131444e-06, + 3.977721462433692e-06, + 3.911290150426794e-06, + 3.846014806185849e-06, + 3.7830793644388905e-06, + 3.723333293237374e-06, + 3.6654071209341055e-06, + 3.6096560052101268e-06, + 3.5553523503040196e-06, + 3.50330969922652e-06, + 3.4527731713751564e-06, + 3.404618155400385e-06, + 3.357680498083937e-06, + 3.3122857985290466e-06, + 3.268259206379298e-06, + 3.2251894026558148e-06, + 3.1828064948058454e-06, + 3.142390823995811e-06, + 3.1023744213598548e-06, + 3.0627534215454943e-06, + 3.024419129360467e-06, + 2.9872649065509904e-06, + 2.9518148494389607e-06, + 2.917299525506678e-06, + 2.8840236154792365e-06, + 2.8513791221485008e-06, + 2.8183628728584154e-06, + 2.786094682960538e-06, + 2.7551031962502748e-06, + 2.725442300288705e-06, + 2.6968032216245774e-06, + 2.6688098841987085e-06, + 2.641438641148852e-06, + 2.6149079985771095e-06, + 2.5885881314025028e-06, + 2.563027919677552e-06, + 2.5378569716849597e-06, + 2.5137082957371604e-06, + 2.489888402124052e-06, + 2.4668786409165477e-06, + 2.4443747861369047e-06, + 2.4225644210673636e-06, + 2.401116034889128e-06, + 2.379729949097964e-06, + 2.35863126363256e-06, + 2.3379066078632604e-06, + 2.3174577563622734e-06, + 2.2979052118898835e-06, + 2.278421561641153e-06, + 2.2588790216104826e-06, + 2.2396891381504247e-06, + 2.2206700123206247e-06, + 2.202320956712356e-06, + 2.184017603212851e-06, + 2.1660923721356085e-06, + 2.148625299014384e-06, + 2.131638666469371e-06, + 2.115208189934492e-06, + 2.0986617528251372e-06, + 2.0826048512390116e-06, + 2.0666350337705808e-06, + 2.0508389297901886e-06, + 2.0352711089799413e-06, + 2.0198117454128806e-06, + 2.0043205495312577e-06, + 1.9889503164449707e-06, + 1.973862481463584e-06, + 1.9587187125580385e-06, + 1.943598135767388e-06, + 1.9285794223833364e-06, + 1.9137551134917885e-06, + 1.898973096103873e-06, + 1.8842055169443483e-06, + 1.8695258177103824e-06, + 1.855261189120938e-06, + 1.8413086309010396e-06, + 1.827976461754588e-06, + 1.8149059997085715e-06, + 1.8020394918494276e-06, + 1.7893714812089456e-06, + 1.7767769122656318e-06, + 1.7643128558120225e-06, + 1.7518337926958338e-06, + 1.739392359922931e-06, + 1.7270529042434646e-06, + 1.7148828419522033e-06, + 1.7029666423695744e-06, + 1.690972226242593e-06, + 1.6789962273833225e-06, + 1.6670119293848984e-06, + 1.6549666952414555e-06, + 1.6429411289209384e-06, + 1.6306934185195132e-06, + 1.6182067383851972e-06, + 1.6059449308158946e-06, + 1.5936083173073712e-06, + 1.581428819008579e-06, + 1.5693279920014902e-06, + 1.5573689324810402e-06, + 1.545483087284083e-06, + 1.5333945384554681e-06, + 1.521305307505827e-06, + 1.509270646238292e-06, + 1.4973015822761226e-06, + 1.4854467735858634e-06, + 1.4736161801920389e-06, + 1.4619389503423008e-06, + 1.4503260672427132e-06, + 1.438895537830831e-06, + 1.427509459972498e-06, + 1.4162367278913734e-06, + 1.4050339132154477e-06, + 1.3940023109171307e-06, + 1.3830307352691307e-06, + 1.3722159337703488e-06, + 1.3616595424537081e-06, + 1.3511356655726559e-06, + 1.3406942116489518e-06, + 1.3304328376761987e-06, + 1.3204345350459334e-06, + 1.3105432117299642e-06, + 1.3007603456571815e-06, + 1.2911352769151563e-06, + 1.2816171874874271e-06, + 1.2722823612421053e-06, + 1.2630351875486667e-06, + 1.2539686622403678e-06, + 1.2449340829334687e-06, + 1.2360421806079103e-06, + 1.2273291076780879e-06, + 1.2188430673631956e-06, + 1.2104904953957885e-06, + 1.2023064073218848e-06, + 1.1942863693548134e-06, + 1.1863453437399585e-06, + 1.1785363085436984e-06, + 1.1708644933605683e-06, + 1.1633031817837036e-06, + 1.1558977348613553e-06, + 1.1485838058433728e-06, + 1.1414047094149282e-06, + 1.1342505104039446e-06, + 1.1272328492850647e-06, + 1.120291472034296e-06, + 1.1133913631056203e-06, + 1.1065970966228633e-06, + 1.0999302730851923e-06, + 1.0934035117315943e-06, + 1.086980205400323e-06, + 1.0806505770233343e-06, + 1.0744123528638738e-06, + 1.0682496167646605e-06, + 1.0621525916576502e-06, + 1.056071482707921e-06, + 1.050073592523404e-06, + 1.0442164466439863e-06, + 1.0383822655057884e-06, + 1.0325755965823191e-06, + 1.0268568075844087e-06, + 1.0212212373517104e-06, + 1.0157247061215458e-06, + 1.0103034355779528e-06, + 1.0049549246105016e-06, + 9.996726930694422e-07, + 9.944668590833317e-07, + 9.893226433632663e-07, + 9.842107147051138e-07, + 9.791910997591913e-07, + 9.742109341459582e-07, + 9.693330866866745e-07, + 9.645380032452522e-07, + 9.598174983693752e-07, + 9.551438324706396e-07, + 9.505712910140574e-07, + 9.460500223212875e-07, + 9.415571753379481e-07, + 9.371404985358822e-07, + 9.327785619461793e-07, + 9.284772772844008e-07, + 9.24227549603529e-07, + 9.199761734635103e-07, + 9.157653835245583e-07, + 9.115983061747102e-07, + 9.075205866793112e-07, + 9.03504258076282e-07, + 8.995325515570585e-07, + 8.956150736594282e-07, + 8.917374998418381e-07, + 8.879466690814297e-07, + 8.841631142786355e-07, + 8.803919513411529e-07, + 8.766651831138006e-07, + 8.730075933272019e-07, + 8.693824042893539e-07, + 8.658293495500402e-07, + 8.623134135632426e-07, + 8.58818737015099e-07, + 8.553607813155395e-07, + 8.51944889745937e-07, + 8.485705507155217e-07, + 8.452224165012012e-07, + 8.418930406151048e-07, + 8.386160175177793e-07, + 8.353740668098908e-07, + 8.321286486534518e-07, + 8.289133006655902e-07, + 8.257326840066526e-07, + 8.225960641539132e-07, + 8.194632528102375e-07, + 8.16352383026242e-07, + 8.132715265674051e-07, + 8.102122706077353e-07, + 8.071410206866858e-07, + 8.04079320460005e-07, + 8.010572400962701e-07, + 7.980320333444979e-07, + 7.950337135298469e-07, + 7.920625648694113e-07, + 7.891130167081428e-07, + 7.861726771807298e-07, + 7.83259224590438e-07, + 7.803865287314693e-07, + 7.775502126605716e-07, + 7.747370318611502e-07, + 7.719422683294397e-07, + 7.691690484534774e-07, + 7.664281156394281e-07, + 7.63707532769331e-07, + 7.61039984809031e-07, + 7.58412852519541e-07, + 7.557925982837332e-07, + 7.532144650213013e-07, + 7.506830570491729e-07, + 7.481736474801437e-07, + 7.456947059836239e-07, + 7.432392976625124e-07, + 7.408063993352698e-07, + 7.383998763543786e-07, + 7.36022116143431e-07, + 7.336652743106242e-07, + 7.313317951229692e-07, + 7.290137773452443e-07, + 7.26704115550092e-07, + 7.24405310847942e-07, + 7.221373721222335e-07, + 7.198801199592708e-07, + 7.176508916018065e-07, + 7.154480954341125e-07, + 7.132701398404606e-07, + 7.110872957127867e-07, + 7.089403766258329e-07, + 7.068138074828312e-07, + 7.047069630061742e-07, + 7.025984132269514e-07, + 7.005264137660561e-07, + 6.984711262703058e-07, + 6.964410772525298e-07, + 6.944289907551138e-07, + 6.924257149876212e-07, + 6.904506903993024e-07, + 6.88496356815449e-07, + 6.865560067126353e-07, + 6.846443625363463e-07, + 6.827506808804173e-07, + 6.808778039157914e-07, + 6.790197062400694e-07, + 6.771860512344574e-07, + 6.753594448127842e-07, + 6.735509714417276e-07, + 6.71757618420088e-07, + 6.699582399960491e-07, + 6.681524951090978e-07, + 6.663503882009536e-07, + 6.645527719228994e-07, + 6.62760555769637e-07, + 6.60963280552096e-07, + 6.59171689676441e-07, + 6.573893074346415e-07, + 6.556189759976405e-07, + 6.538641059705697e-07, + 6.521109412460646e-07, + 6.503630629595136e-07, + 6.486192773991206e-07, + 6.468862920883112e-07, + 6.451597869272518e-07, + 6.434409556277387e-07, + 6.417246822820744e-07, + 6.400212555490725e-07, + 6.383245363394963e-07, + 6.366301477100933e-07, + 6.349378054437693e-07, + 6.332583097901079e-07, + 6.315991640803986e-07, + 6.299490564742882e-07, + 6.283113975769083e-07, + 6.266900527407415e-07, + 6.250932074181037e-07, + 6.23512221409328e-07, + 6.219378292371402e-07, + 6.203779889801808e-07, + 6.188299153109256e-07, + 6.172879807309073e-07, + 6.157593475109024e-07, + 6.142396387076587e-07, + 6.127408482825558e-07, + 6.112541655056702e-07, + 6.097772597968287e-07, + 6.083038215365377e-07, + 6.068485731702822e-07, + 6.054015670997615e-07, + 6.039648496880545e-07, + 6.025425705047383e-07, + 6.011257482896326e-07, + 5.997249559186457e-07, + 5.983292226119374e-07, + 5.969440053377184e-07, + 5.955695883130829e-07, + 5.941961376265681e-07, + 5.928331461291236e-07, + 5.914719167776639e-07, + 5.901243866901495e-07, + 5.887843599339249e-07, + 5.874540534023254e-07, + 5.861292038389365e-07, + 5.848154387422255e-07, + 5.834979788232886e-07, + 5.821970603392401e-07, + 5.808930154671543e-07, + 5.795940296593471e-07, + 5.782991934211168e-07, + 5.770083930656256e-07, + 5.757273129347595e-07, + 5.744589657297183e-07, + 5.73196814457333e-07, + 5.71949613004108e-07, + 5.707116201847384e-07, + 5.694873834727332e-07, + 5.682734354195418e-07, + 5.670636369359272e-07, + 5.658652639795037e-07, + 5.646729164254793e-07, + 5.634805120280362e-07, + 5.622960088658147e-07, + 5.611219648926635e-07, + 5.599545715995191e-07, + 5.587981490862148e-07, + 5.576504236159963e-07, + 5.565052560996264e-07, + 5.55366057142237e-07, + 5.542358962884464e-07, + 5.531140914172283e-07, + 5.519993919733679e-07, + 5.508911158358387e-07, + 5.49776530078816e-07, + 5.486688792188943e-07, + 5.475598072735011e-07, + 5.464523269438359e-07, + 5.453415496958769e-07, + 5.442279302769748e-07, + 5.431194267657702e-07, + 5.420195634542324e-07, + 5.40923224434664e-07, + 5.39835696145019e-07, + 5.387552732827317e-07, + 5.376791136768588e-07, + 5.366041477827821e-07, + 5.355284429242602e-07, + 5.344531928130891e-07, + 5.333793637873896e-07, + 5.323088885234029e-07, + 5.31241312273778e-07, + 5.301772034727037e-07, + 5.291153684083838e-07, + 5.280561481413315e-07, + 5.270055112305272e-07, + 5.259603881313524e-07, + 5.249182208899583e-07, + 5.238842391008802e-07, + 5.22854804785311e-07, + 5.218305432208581e-07, + 5.208146376389777e-07, + 5.197995278649614e-07, + 5.18786521297443e-07, + 5.177737989470188e-07, + 5.167653398530092e-07, + 5.157589271220786e-07, + 5.147574597685889e-07, + 5.137642915542528e-07, + 5.127802182869345e-07, + 5.118006924931251e-07, + 5.10826737354364e-07, + 5.098582391838136e-07, + 5.088939474262588e-07, + 5.079342599856318e-07, + 5.069767894383403e-07, + 5.060249463895161e-07, + 5.050753202340275e-07, + 5.041287067797384e-07, + 5.031843670622038e-07, + 5.022463369641628e-07, + 5.013142185816832e-07, + 5.003902288081008e-07, + 4.994680580239219e-07, + 4.985502073395764e-07, + 4.976354261998495e-07, + 4.967234872310655e-07, + 4.95815470458183e-07, + 4.94911716941715e-07, + 4.940134203934576e-07, + 4.931155217491323e-07, + 4.922195557810483e-07, + 4.913287057206617e-07, + 4.904410957351502e-07, + 4.895559868600685e-07, + 4.886772444478993e-07, + 4.878034474131709e-07, + 4.869361305281927e-07, + 4.860758053837344e-07, + 4.852221877627017e-07, + 4.843729470849212e-07, + 4.83530129713472e-07, + 4.826912345379242e-07, + 4.818501224690408e-07, + 4.810119662579382e-07, + 4.801812565347063e-07, + 4.793582206730207e-07, + 4.785346732205653e-07, + 4.777175490744412e-07, + 4.769034944729356e-07, + 4.7609358944100677e-07, + 4.7528280333608564e-07, + 4.7447525730603957e-07, + 4.736762377888226e-07, + 4.7287917936955637e-07, + 4.7208487785610487e-07, + 4.712954648766754e-07, + 4.7051000251485675e-07, + 4.697268707332114e-07, + 4.6894456318113953e-07, + 4.681612608692376e-07, + 4.6737915226913174e-07, + 4.665985500196257e-07, + 4.658189425299497e-07, + 4.6504086981258297e-07, + 4.6426617927863845e-07, + 4.6349396143341437e-07, + 4.6272535314528795e-07, + 4.6195788172553875e-07, + 4.611956967437436e-07, + 4.6043695078878955e-07, + 4.596847702487139e-07, + 4.589364550611208e-07, + 4.5818893568139174e-07, + 4.574450827021792e-07, + 4.5669932546843484e-07, + 4.5595618303195806e-07, + 4.552217660602764e-07, + 4.544934313344129e-07, + 4.5376398816188157e-07, + 4.530394619450817e-07, + 4.5231783474264375e-07, + 4.516006981702958e-07, + 4.5088401634529873e-07, + 4.5017077354714274e-07, + 4.494610550409561e-07, + 4.4875690718981787e-07, + 4.480552888708189e-07, + 4.4735776327797794e-07, + 4.46665325171125e-07, + 4.459710396531591e-07, + 4.452794826192985e-07, + 4.4458991510509804e-07, + 4.4390117182047106e-07, + 4.4321492964627396e-07, + 4.4253562236917787e-07, + 4.418592425281531e-07, + 4.4118769437773153e-07, + 4.4051952841073216e-07, + 4.398479234168917e-07, + 4.391773700263002e-07, + 4.3851144937434583e-07, + 4.378491098577797e-07, + 4.371879356313002e-07, + 4.365293762020883e-07, + 4.358739715826232e-07, + 4.352201585788862e-07, + 4.3457006881908455e-07, + 4.3392140014475444e-07, + 4.332782168603444e-07, + 4.326367388785002e-07, + 4.3199815991101786e-07, + 4.31364696851233e-07, + 4.307332233111083e-07, + 4.30104023507738e-07, + 4.294772963930882e-07, + 4.2885255879809847e-07, + 4.2823296553251566e-07, + 4.276150775694987e-07, + 4.269985822702438e-07, + 4.26384076490649e-07, + 4.257709065313975e-07, + 4.251590155490703e-07, + 4.245474372055469e-07, + 4.2393509147586883e-07, + 4.233256731822621e-07, + 4.227196370720776e-07, + 4.221151925776212e-07, + 4.215120554817986e-07, + 4.209114479181153e-07, + 4.203098171728925e-07, + 4.197104885861336e-07, + 4.1911283688023104e-07, + 4.1851748733279237e-07, + 4.1791957983150496e-07, + 4.173236618498777e-07, + 4.167275449162844e-07, + 4.161317974649137e-07, + 4.15538096376622e-07, + 4.149430026245682e-07, + 4.143485057284124e-07, + 4.1375625414730166e-07, + 4.1316573629046616e-07, + 4.125795669551735e-07, + 4.1199683664672193e-07, + 4.114186538117792e-07, + 4.108428868221381e-07, + 4.1026811459232704e-07, + 4.0969413817038003e-07, + 4.091229470759572e-07, + 4.085536602360662e-07, + 4.0798747136250313e-07, + 4.0742352780398505e-07, + 4.0686040847504046e-07, + 4.0629896602695226e-07, + 4.0573931414655817e-07, + 4.0518344235351833e-07, + 4.0463072537022526e-07, + 4.0408386325907486e-07, + 4.035389338241657e-07, + 4.029976423680637e-07, + 4.024608131203422e-07, + 4.0192989558818226e-07, + 4.0140068335858814e-07, + 4.0087337538352585e-07, + 4.0034717585513135e-07, + 3.9982188582143863e-07, + 3.992973347521911e-07, + 3.987741479249962e-07, + 3.982533485213935e-07, + 3.9773431126377545e-07, + 3.9721831512906647e-07, + 3.967051327435911e-07, + 3.9619121139367053e-07, + 3.9567913745486294e-07, + 3.9516959304819466e-07, + 3.946624929085374e-07, + 3.941567854326422e-07, + 3.936517032343545e-07, + 3.931478431695723e-07, + 3.926428746581223e-07, + 3.921392988104344e-07, + 3.916370303613803e-07, + 3.9113581351557514e-07, + 3.906368704065244e-07, + 3.9013912100926973e-07, + 3.8964435589150526e-07, + 3.891505571118614e-07, + 3.886579236223042e-07, + 3.8816855862933153e-07, + 3.8768098420405295e-07, + 3.8719480244253646e-07, + 3.867101270316198e-07, + 3.8622502529506164e-07, + 3.857401793538884e-07, + 3.85258033475111e-07, + 3.847767118259071e-07, + 3.8429672599704645e-07, + 3.838157169866463e-07, + 3.833361859051365e-07, + 3.8285730852294364e-07, + 3.8237851640587905e-07, + 3.819008043137728e-07, + 3.814260765011568e-07, + 3.809519455444388e-07, + 3.804794062034489e-07, + 3.8000720792297216e-07, + 3.795331053879636e-07, + 3.790602249864605e-07, + 3.7858731616324803e-07, + 3.7811608422089193e-07, + 3.7764493754366413e-07, + 3.771739613966929e-07, + 3.767041221180989e-07, + 3.762351354907878e-07, + 3.7576768363578594e-07, + 3.7530168128796504e-07, + 3.7483755477296654e-07, + 3.743753325124999e-07, + 3.7391461660263303e-07, + 3.7345481018746796e-07, + 3.7299599853213294e-07, + 3.725383521668846e-07, + 3.720825816344586e-07, + 3.716291985256248e-07, + 3.7117527540431183e-07, + 3.707226881033421e-07, + 3.702723176957079e-07, + 3.698224873005529e-07, + 3.6937439062967314e-07, + 3.6892754451400833e-07, + 3.684827447614225e-07, + 3.6803930925088935e-07, + 3.675964421745448e-07, + 3.6715749729410163e-07, + 3.667198029688734e-07, + 3.6628338762056956e-07, + 3.658488196833787e-07, + 3.654154454579839e-07, + 3.649843165476341e-07, + 3.645544381924992e-07, + 3.64125924079417e-07, + 3.636987742083875e-07, + 3.6327304542282945e-07, + 3.628483966622298e-07, + 3.6242360579308297e-07, + 3.6200020758769824e-07, + 3.6158075999992434e-07, + 3.6116244928052765e-07, + 3.6074419540454983e-07, + 3.6032739103575295e-07, + 3.5991027402815234e-07, + 3.594943223106384e-07, + 3.590787969187659e-07, + 3.586646073472366e-07, + 3.582517251743411e-07, + 3.578399514481134e-07, + 3.5742971249419497e-07, + 3.5702072409549146e-07, + 3.5661344099935377e-07, + 3.562072947715933e-07, + 3.558017738214403e-07, + 3.553959970759024e-07, + 3.549920393197681e-07, + 3.545903837220976e-07, + 3.5418986499280436e-07, + 3.5379304108573706e-07, + 3.533979224812356e-07, + 3.530039123234019e-07, + 3.526083105498401e-07, + 3.5221472671764786e-07, + 3.5182293345314974e-07, + 3.5143227705702884e-07, + 3.5104369544569636e-07, + 3.5065642123299767e-07, + 3.502701702018385e-07, + 3.4988508446076594e-07, + 3.495009366361046e-07, + 3.4911764146272617e-07, + 3.4873502841037407e-07, + 3.483523300928937e-07, + 3.4797156445165456e-07, + 3.475915093531512e-07, + 3.47211596363195e-07, + 3.4683296235016314e-07, + 3.4645529467525193e-07, + 3.460773996266653e-07, + 3.4570084039842186e-07, + 3.453228316629975e-07, + 3.4494627243475406e-07, + 3.445708784965973e-07, + 3.441965930051083e-07, + 3.438226769958419e-07, + 3.4344964205956785e-07, + 3.430770902923541e-07, + 3.4270397009095177e-07, + 3.423324983486964e-07, + 3.419619645228522e-07, + 3.415926244088041e-07, + 3.412241369460389e-07, + 3.408561894957529e-07, + 3.4048932207042526e-07, + 3.401224262233882e-07, + 3.397553314243851e-07, + 3.3939062404897413e-07, + 3.390271388070687e-07, + 3.386649041203782e-07, + 3.3830264101197827e-07, + 3.379413726634084e-07, + 3.3758124118321575e-07, + 3.3722142234182684e-07, + 3.36862598260268e-07, + 3.365056215898221e-07, + 3.3614938388382143e-07, + 3.3579539149286575e-07, + 3.3544307598276646e-07, + 3.3509186891933496e-07, + 3.347429355926579e-07, + 3.343942864830751e-07, + 3.3404654686819413e-07, + 3.3369983043485263e-07, + 3.333541087613412e-07, + 3.3300960922133527e-07, + 3.326672413095366e-07, + 3.3232569762731146e-07, + 3.3198440974047116e-07, + 3.316436334444006e-07, + 3.3130524457192223e-07, + 3.309675662421796e-07, + 3.3063088267226703e-07, + 3.3029556334440713e-07, + 3.2996101140270184e-07, + 3.2962933005364903e-07, + 3.292982171387848e-07, + 3.2896696211537346e-07, + 3.286381229372637e-07, + 3.283095679762482e-07, + 3.279820077750628e-07, + 3.276553570685792e-07, + 3.273296158567973e-07, + 3.270045567660418e-07, + 3.2668194194229727e-07, + 3.263595544922282e-07, + 3.260380765368609e-07, + 3.257171670156822e-07, + 3.253958595905715e-07, + 3.2507537639503425e-07, + 3.2475568900736107e-07, + 3.244365700538765e-07, + 3.241158310629544e-07, + 3.237957741930586e-07, + 3.2347648470931745e-07, + 3.2315688258677255e-07, + 3.2283887207995576e-07, + 3.2252103210339556e-07, + 3.2220310686170706e-07, + 3.2188526688514685e-07, + 3.2156734164345835e-07, + 3.2125026905305276e-07, + 3.2093325330606604e-07, + 3.206166923064302e-07, + 3.202994207640586e-07, + 3.1998359872886795e-07, + 3.1966902724889223e-07, + 3.193551094682334e-07, + 3.190418453868915e-07, + 3.187300876561494e-07, + 3.184187846727582e-07, + 3.181090164616762e-07, + 3.177999303716206e-07, + 3.17491640089429e-07, + 3.171844866756146e-07, + 3.168781574913737e-07, + 3.1657251042815915e-07, + 3.162676023293898e-07, + 3.1596238159181667e-07, + 3.1565866720484337e-07, + 3.1535529387838324e-07, + 3.1505257425124e-07, + 3.147506220102514e-07, + 3.1444864134755335e-07, + 3.1414734280588164e-07, + 3.1384578846882505e-07, + 3.1354488783108536e-07, + 3.1324387350650795e-07, + 3.129419781089382e-07, + 3.126403100850439e-07, + 3.1233926733875705e-07, + 3.1203833827930794e-07, + 3.117387166184926e-07, + 3.1143989076554135e-07, + 3.1114112175600894e-07, + 3.1084442753126496e-07, + 3.105485006926756e-07, + 3.102535970356257e-07, + 3.099593186561833e-07, + 3.0966575081947667e-07, + 3.093728935255058e-07, + 3.090822531248705e-07, + 3.0879195378474833e-07, + 3.085032744820637e-07, + 3.0821522045698657e-07, + 3.0792784855293576e-07, + 3.0764115876991127e-07, + 3.0735500899936596e-07, + 3.07069541349847e-07, + 3.067850116167392e-07, + 3.0650122084807663e-07, + 3.062177711399272e-07, + 3.0593494670938526e-07, + 3.0565300335183565e-07, + 3.053718842238595e-07, + 3.050905945656268e-07, + 3.0480973123303556e-07, + 3.045282994662557e-07, + 3.0424735086853616e-07, + 3.039670275484241e-07, + 3.036866758066026e-07, + 3.0340703460751683e-07, + 3.0312810395116685e-07, + 3.0284982699413376e-07, + 3.0257135108513467e-07, + 3.022923635853658e-07, + 3.020139445197856e-07, + 3.0173626441865053e-07, + 3.014594369687984e-07, + 3.0118323479655373e-07, + 3.0090757263678825e-07, + 3.006322515375359e-07, + 3.003576978244382e-07, + 3.0008374096723855e-07, + 2.9981029570080864e-07, + 2.995382430981408e-07, + 2.992664747125673e-07, + 2.989953031828918e-07, + 2.987252400998841e-07, + 2.9845560334251786e-07, + 2.981865918627591e-07, + 2.9791891620334354e-07, + 2.976517805564072e-07, + 2.9738524176536885e-07, + 2.9711978299928887e-07, + 2.968548642456881e-07, + 2.9659037181772874e-07, + 2.9632590781147883e-07, + 2.9606269436044386e-07, + 2.9580002092188806e-07, + 2.955375748570077e-07, + 2.9527566880460654e-07, + 2.9501430276468454e-07, + 2.9475404517143033e-07, + 2.9449435601236473e-07, + 2.9423515002235945e-07, + 2.9397696721389366e-07, + 2.9371884124884673e-07, + 2.9346179530875816e-07, + 2.9320639782781655e-07, + 2.929509719251655e-07, + 2.9269608603499364e-07, + 2.9244174015730096e-07, + 2.921873374361894e-07, + 2.9193338946242875e-07, + 2.916799246577284e-07, + 2.914269430220884e-07, + 2.9117396138644835e-07, + 2.9092146291986865e-07, + 2.9066944762234925e-07, + 2.904179154938902e-07, + 2.9016612757004623e-07, + 2.8991541967116063e-07, + 2.896651380979165e-07, + 2.8941548180227983e-07, + 2.8916582550664316e-07, + 2.889169365971611e-07, + 2.8867017931588634e-07, + 2.8842396204709075e-07, + 2.881778584651329e-07, + 2.8793218120881647e-07, + 2.876862481571152e-07, + 2.8744000246661017e-07, + 2.8719423994516546e-07, + 2.86949614292098e-07, + 2.867053581212531e-07, + 2.8646164196288737e-07, + 2.862185510821291e-07, + 2.859759717921406e-07, + 2.857340177797596e-07, + 2.854925753581483e-07, + 2.852515876838879e-07, + 2.8501128213065385e-07, + 2.847719997589593e-07, + 2.845335416168382e-07, + 2.8429641929506033e-07, + 2.8406003593772766e-07, + 2.838242210145836e-07, + 2.835889461039187e-07, + 2.833530743373558e-07, + 2.8311737310104945e-07, + 2.8288209819038457e-07, + 2.8264716434023285e-07, + 2.8241279892426974e-07, + 2.821788598339481e-07, + 2.819461144554225e-07, + 2.817130848598026e-07, + 2.814805952766619e-07, + 2.8124858886258153e-07, + 2.810168098221766e-07, + 2.8078559921596025e-07, + 2.8055487177880423e-07, + 2.803243432936142e-07, + 2.800943832426128e-07, + 2.798648779389623e-07, + 2.7963571369582496e-07, + 2.7940629365730274e-07, + 2.791769304621994e-07, + 2.789470840980357e-07, + 2.787176640595135e-07, + 2.7848824402099126e-07, + 2.782593355732388e-07, + 2.7803065449916176e-07, + 2.7780291134149593e-07, + 2.7757559450947156e-07, + 2.7734873242479807e-07, + 2.7712229666576604e-07, + 2.7689617354553775e-07, + 2.766697093647963e-07, + 2.764439557267906e-07, + 2.762186568361358e-07, + 2.759939263796696e-07, + 2.7576982120081084e-07, + 2.7554611392588413e-07, + 2.7532277613318e-07, + 2.7510012046150223e-07, + 2.7487791953717533e-07, + 2.7465640073387476e-07, + 2.7443576300356654e-07, + 2.7421515369496774e-07, + 2.739950843988481e-07, + 2.737754698500794e-07, + 2.7355642373549927e-07, + 2.733378039465606e-07, + 2.7312023576087086e-07, + 2.729030370574037e-07, + 2.726861794144497e-07, + 2.7246977651884663e-07, + 2.7225442522649246e-07, + 2.7203952868148917e-07, + 2.7182505846212734e-07, + 2.7161081561644096e-07, + 2.713968569878489e-07, + 2.711832962631888e-07, + 2.7097007659904193e-07, + 2.707579653815628e-07, + 2.705461952245969e-07, + 2.7033459559788753e-07, + 2.701232801882725e-07, + 2.699120500437857e-07, + 2.697009620078461e-07, + 2.6949030029754795e-07, + 2.6927995122605353e-07, + 2.6906994321507227e-07, + 2.688604752165702e-07, + 2.686513767002907e-07, + 2.6844321610042243e-07, + 2.682345439097844e-07, + 2.680267243704293e-07, + 2.6781916062645905e-07, + 2.676115968824888e-07, + 2.674043457773223e-07, + 2.671974641543784e-07, + 2.6699103727878537e-07, + 2.6678500830712437e-07, + 2.665793772393954e-07, + 2.663742009190173e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0064939712174236774, + 0.013679509051144123, + -0.0052301641553640366, + -0.0007635830552317202, + 8.433616312686354e-05, + 0.0003713584446813911, + 0.000491362705361098, + 0.0005504070431925356, + 0.0005732123972848058, + 0.0005766047397628427, + 0.0005698911263607442, + 0.0005583206657320261, + 0.0005446008290164173, + 0.0005300571792759001, + 0.0005153513629920781, + 0.0005010024760849774, + 0.0004874728329014033, + 0.0004746496269945055, + 0.0004623806453309953, + 0.0004505586111918092, + 0.0004384415806271136, + 0.0004269102355465293, + 0.000415710179368034, + 0.00040505980723537505, + 0.0003949998936150223, + 0.0003852419613394886, + 0.0003760654653888196, + 0.00036741126677952707, + 0.0003592664434108883, + 0.0003515027929097414, + 0.0003443051245994866, + 0.0003373190120328218, + 0.0003306839207652956, + 0.00032436821493320167, + 0.00031820207368582487, + 0.00031230036984197795, + 0.00030664860969409347, + 0.0003010441141668707, + 0.0002956034441012889, + 0.00029033274040557444, + 0.0002851028984878212, + 0.0002799166541080922, + 0.00027485843747854233, + 0.00026996852830052376, + 0.00026528621674515307, + 0.0002608466020319611, + 0.00025640352396294475, + 0.0002520985435694456, + 0.00024793256307020783, + 0.00024383531126659364, + 0.00023989744659047574, + 0.00023615527607034892, + 0.0002325235545868054, + 0.0002290250122314319, + 0.00022561436344403774, + 0.00022234309290070087, + 0.00021916409605182707, + 0.0002161327429348603, + 0.0002131858782377094, + 0.00021033363009337336, + 0.0002075652446364984, + 0.00020485509594436735, + 0.00020218636200297624, + 0.00019963984959758818, + 0.00019711701315827668, + 0.00019461764895822853, + 0.00019219813111703843, + 0.0001898584159789607, + 0.00018762463878374547, + 0.0001854485017247498, + 0.00018334932974539697, + 0.00018128893862012774, + 0.0001792040275176987, + 0.00017716537695378065, + 0.0001752064999891445, + 0.0001733354147290811, + 0.00017152787768281996, + 0.000169760241988115, + 0.00016803108155727386, + 0.0001663542934693396, + 0.00016469012189190835, + 0.00016307333135046065, + 0.0001614805223653093, + 0.0001599518582224846, + 0.0001584465935593471, + 0.00015699192590545863, + 0.0001555686758365482, + 0.0001541887759231031, + 0.00015283127140719444, + 0.00015147724479902536, + 0.00015014095697551966, + 0.0001488279231125489, + 0.00014753435971215367, + 0.0001462970394641161, + 0.00014506367733702064, + 0.00014382618246600032, + 0.00014261061733122915, + 0.00014140551502350718, + 0.00014024249685462564, + 0.00013908206892665476, + 0.0001379453024128452, + 0.00013683908036909997, + 0.0001357629953417927, + 0.00013472180580720305, + 0.00013367299106903374, + 0.0001326549390796572, + 0.00013164212577976286, + 0.00013064008089713752, + 0.00012965228233952075, + 0.00012867257464677095, + 0.00012769059685524553, + 0.00012671601143665612, + 0.00012575909204315394, + 0.0001247983891516924, + 0.00012383893772494048, + 0.00012288572906982154, + 0.00012194464216008782, + 0.00012100604362785816, + 0.00012006942415609956, + 0.00011913814523722976, + 0.00011823300155811012, + 0.00011734747386071831, + 0.00011650111991912127, + 0.00011567120964173228, + 0.00011485407594591379, + 0.00011404939868953079, + 0.00011324921797495335, + 0.00011245816858718172, + 0.00011166599142597988, + 0.00011087604070780799, + 0.00011009242007276043, + 0.00010931940778391436, + 0.0001085623589460738, + 0.00010780021693790331, + 0.00010703910083975643, + 0.00010627819574438035, + 0.00010551328159635887, + 0.00010474946611793712, + 0.00010397139703854918, + 0.00010317800479242578, + 0.00010239874973194674, + 0.00010161461250390857, + 0.0001008403196465224, + 0.00010007091623265296, + 9.931122622219846e-05, + 9.855604730546474e-05, + 9.778785897651687e-05, + 9.701948874862865e-05, + 9.625446546124294e-05, + 9.549348033033311e-05, + 9.473964018980041e-05, + 9.398722613696009e-05, + 9.324521670350805e-05, + 9.250717266695574e-05, + 9.1780602815561e-05, + 9.10567250684835e-05, + 9.033994138007984e-05, + 8.962749416241422e-05, + 8.89258153620176e-05, + 8.822784730000421e-05, + 8.753975271247327e-05, + 8.686869114171714e-05, + 8.619958680355921e-05, + 8.553560473956168e-05, + 8.488297316944227e-05, + 8.424697443842888e-05, + 8.361768414033577e-05, + 8.299520413856953e-05, + 8.238267037086189e-05, + 8.177745621651411e-05, + 8.118381083477288e-05, + 8.059563697315753e-05, + 8.001886453712359e-05, + 7.944404933368787e-05, + 7.887821266194806e-05, + 7.832367555238307e-05, + 7.778352301102132e-05, + 7.725178147666156e-05, + 7.673120126128197e-05, + 7.622098200954497e-05, + 7.571571040898561e-05, + 7.521876250393689e-05, + 7.473048026440665e-05, + 7.42491683922708e-05, + 7.377770089078695e-05, + 7.331200322369114e-05, + 7.285524770850316e-05, + 7.240002014441416e-05, + 7.195341459009796e-05, + 7.15115966158919e-05, + 7.107234705472365e-05, + 7.063977682264522e-05, + 7.02152683516033e-05, + 6.979960744502023e-05, + 6.939049490028992e-05, + 6.898766150698066e-05, + 6.859059067210183e-05, + 6.819827103754506e-05, + 6.781007687095553e-05, + 6.742285040672868e-05, + 6.704086263198406e-05, + 6.666780245723203e-05, + 6.629615381825715e-05, + 6.592654244741425e-05, + 6.556247535627335e-05, + 6.520364695461467e-05, + 6.485362973762676e-05, + 6.450837099691853e-05, + 6.416769610950723e-05, + 6.383119034580886e-05, + 6.349952309392393e-05, + 6.317174120340496e-05, + 6.284625851549208e-05, + 6.252660386962816e-05, + 6.220943032531068e-05, + 6.189873238326982e-05, + 6.159325857879594e-05, + 6.129250687081367e-05, + 6.099471647758037e-05, + 6.070331801311113e-05, + 6.041539745638147e-05, + 6.0129248595330864e-05, + 5.9847920056199655e-05, + 5.957004032097757e-05, + 5.9295998653396964e-05, + 5.902520570089109e-05, + 5.875427450519055e-05, + 5.84859044465702e-05, + 5.822028833790682e-05, + 5.79605512029957e-05, + 5.770469215349294e-05, + 5.7451645261608064e-05, + 5.7202025345759466e-05, + 5.695491563528776e-05, + 5.671331018675119e-05, + 5.647214129567146e-05, + 5.623173638014123e-05, + 5.5994318245211616e-05, + 5.5761287512723356e-05, + 5.553029404836707e-05, + 5.530386260943487e-05, + 5.507977766683325e-05, + 5.4857024224475026e-05, + 5.463658817461692e-05, + 5.441880421130918e-05, + 5.4203654144657776e-05, + 5.3990312153473496e-05, + 5.37781415914651e-05, + 5.356928159017116e-05, + 5.3362637117970735e-05, + 5.3155748901190236e-05, + 5.2950763347325847e-05, + 5.274797149468213e-05, + 5.254795541986823e-05, + 5.2348168537719175e-05, + 5.214990596869029e-05, + 5.195352787268348e-05, + 5.1758517656708136e-05, + 5.1562714361352846e-05, + 5.136750405654311e-05, + 5.117479668115266e-05, + 5.098187830299139e-05, + 5.079065158497542e-05, + 5.0601272960193455e-05, + 5.041325493948534e-05, + 5.022580080549233e-05, + 5.004004924558103e-05, + 4.985687701264396e-05, + 4.967600398231298e-05, + 4.949659341946244e-05, + 4.931833973387256e-05, + 4.914144301437773e-05, + 4.89667036163155e-05, + 4.879324842477217e-05, + 4.8623162001604214e-05, + 4.845563671551645e-05, + 4.8288533434970304e-05, + 4.812409679288976e-05, + 4.796262510353699e-05, + 4.780254312208854e-05, + 4.764449840877205e-05, + 4.748793799080886e-05, + 4.733279638458043e-05, + 4.717932461062446e-05, + 4.7027675464050844e-05, + 4.68773469037842e-05, + 4.6728495362913236e-05, + 4.6580615162383765e-05, + 4.64332515548449e-05, + 4.6286666474770755e-05, + 4.6142038627294824e-05, + 4.59980801679194e-05, + 4.585588976624422e-05, + 4.5715380110777915e-05, + 4.5576442062156275e-05, + 4.5437180233420804e-05, + 4.530019941739738e-05, + 4.516458648140542e-05, + 4.5030225010123104e-05, + 4.4895739847561345e-05, + 4.47635720774997e-05, + 4.463245932129212e-05, + 4.450294727575965e-05, + 4.4374570279615e-05, + 4.424674989422783e-05, + 4.412071575643495e-05, + 4.399606405058876e-05, + 4.3872303649550304e-05, + 4.375035859993659e-05, + 4.362954859971069e-05, + 4.3510055547812954e-05, + 4.339150109444745e-05, + 4.327449278207496e-05, + 4.315792830311693e-05, + 4.3042578909080476e-05, + 4.2928186303470284e-05, + 4.281339715817012e-05, + 4.2698193283285946e-05, + 4.258321496308781e-05, + 4.246850949130021e-05, + 4.235414235154167e-05, + 4.2239440517732874e-05, + 4.212509884382598e-05, + 4.201139745418914e-05, + 4.189846004010178e-05, + 4.178649396635592e-05, + 4.1674633393995464e-05, + 4.1563100239727646e-05, + 4.145181810599752e-05, + 4.134121991228312e-05, + 4.1231025534216315e-05, + 4.112137321499176e-05, + 4.101187732885592e-05, + 4.0903189074015245e-05, + 4.0794926462695e-05, + 4.068680209456943e-05, + 4.05788014177233e-05, + 4.047161201015115e-05, + 4.0365714085055515e-05, + 4.026038368465379e-05, + 4.0155900933314115e-05, + 4.005244772997685e-05, + 3.995054794359021e-05, + 3.9849655877333134e-05, + 3.974917854066007e-05, + 3.9649621612625197e-05, + 3.955081047024578e-05, + 3.945238495361991e-05, + 3.9354847103822976e-05, + 3.925786950276233e-05, + 3.9162223401945084e-05, + 3.906734491465613e-05, + 3.897308124578558e-05, + 3.887903585564345e-05, + 3.878614734276198e-05, + 3.869377906084992e-05, + 3.8602058339165524e-05, + 3.851130168186501e-05, + 3.8420886994572356e-05, + 3.8331487303366885e-05, + 3.824240411631763e-05, + 3.815398667939007e-05, + 3.8066256820457056e-05, + 3.797857789322734e-05, + 3.789156107814051e-05, + 3.780469705816358e-05, + 3.771869887714274e-05, + 3.763317363336682e-05, + 3.754826684598811e-05, + 3.7463698390638456e-05, + 3.737983570317738e-05, + 3.729573290911503e-05, + 3.721267785294913e-05, + 3.712941906997003e-05, + 3.704651680891402e-05, + 3.696387284435332e-05, + 3.688148353830911e-05, + 3.6799709050683305e-05, + 3.671874219435267e-05, + 3.66381646017544e-05, + 3.655854015960358e-05, + 3.64794977940619e-05, + 3.640132490545511e-05, + 3.632384323282167e-05, + 3.6246623494662344e-05, + 3.617012407630682e-05, + 3.609400664572604e-05, + 3.6017881939187646e-05, + 3.594225563574582e-05, + 3.586729144444689e-05, + 3.579274925868958e-05, + 3.57189383066725e-05, + 3.5645676689455286e-05, + 3.5572575143305585e-05, + 3.5499848308973014e-05, + 3.5427696275291964e-05, + 3.5356068110559136e-05, + 3.5284894693177193e-05, + 3.5214128729421645e-05, + 3.5142951674060896e-05, + 3.507224755594507e-05, + 3.500144521240145e-05, + 3.493074473226443e-05, + 3.4859825973398983e-05, + 3.4788721677614376e-05, + 3.47179411619436e-05, + 3.46477136190515e-05, + 3.457770435488783e-05, + 3.45082808053121e-05, + 3.4439308365108445e-05, + 3.437060149735771e-05, + 3.4301971027161926e-05, + 3.423328962526284e-05, + 3.416462641325779e-05, + 3.4096061426680535e-05, + 3.4027700166916475e-05, + 3.395952080609277e-05, + 3.3891588827827945e-05, + 3.382379509275779e-05, + 3.3756165066733956e-05, + 3.368908437550999e-05, + 3.3622345654293895e-05, + 3.3555796107975766e-05, + 3.348976679262705e-05, + 3.342402123962529e-05, + 3.3358632208546624e-05, + 3.3293770684394985e-05, + 3.3228960091946647e-05, + 3.3164276828756556e-05, + 3.3099604479502887e-05, + 3.3035208616638556e-05, + 3.2970940083032474e-05, + 3.2906980777624995e-05, + 3.2843548979144543e-05, + 3.278072108514607e-05, + 3.271817695349455e-05, + 3.265598934376612e-05, + 3.2594143704045564e-05, + 3.253256363677792e-05, + 3.247127096983604e-05, + 3.241012746002525e-05, + 3.234933319617994e-05, + 3.228870264138095e-05, + 3.222825762350112e-05, + 3.216795812477358e-05, + 3.210805880371481e-05, + 3.204853055649437e-05, + 3.198952617822215e-05, + 3.1930627301335335e-05, + 3.187200491083786e-05, + 3.1813578971195966e-05, + 3.1755349482409656e-05, + 3.169736737618223e-05, + 3.1639654480386525e-05, + 3.1582287192577496e-05, + 3.152494173264131e-05, + 3.1467719963984564e-05, + 3.141082197544165e-05, + 3.135412771371193e-05, + 3.129761171294376e-05, + 3.124149588984437e-05, + 3.11856965709012e-05, + 3.113030834356323e-05, + 3.107536394963972e-05, + 3.102084156125784e-05, + 3.096660293522291e-05, + 3.091277176281437e-05, + 3.085918433498591e-05, + 3.080547321587801e-05, + 3.075194763368927e-05, + 3.069889498874545e-05, + 3.064632983296178e-05, + 3.0593739211326465e-05, + 3.054154149140231e-05, + 3.0489545679301955e-05, + 3.043781362066511e-05, + 3.0386039725271985e-05, + 3.033447137568146e-05, + 3.028344508493319e-05, + 3.0232537028496154e-05, + 3.0181809052010067e-05, + 3.013138302776497e-05, + 3.0081211662036367e-05, + 3.0031187634449452e-05, + 2.9981212719576433e-05, + 2.993118869198952e-05, + 2.988123924296815e-05, + 2.983138256240636e-05, + 2.97815913654631e-05, + 2.973189293697942e-05, + 2.9682405511266552e-05, + 2.9633078156621195e-05, + 2.958397635666188e-05, + 2.9534961868193932e-05, + 2.9486285711755045e-05, + 2.9437827834044583e-05, + 2.938978468591813e-05, + 2.9341990739339963e-05, + 2.9294236810528673e-05, + 2.9246719350339845e-05, + 2.9199078198871575e-05, + 2.915160257543903e-05, + 2.9104698114679195e-05, + 2.9058181098662317e-05, + 2.9011589504079893e-05, + 2.8965312594664283e-05, + 2.8919217584189028e-05, + 2.887340451707132e-05, + 2.8827622372773476e-05, + 2.878205486922525e-05, + 2.8736714739352465e-05, + 2.869173840736039e-05, + 2.864692396542523e-05, + 2.8602367819985375e-05, + 2.855813545465935e-05, + 2.851378303603269e-05, + 2.846960342139937e-05, + 2.84255529550137e-05, + 2.8381549782352522e-05, + 2.8337715775705874e-05, + 2.829432560247369e-05, + 2.8251122785150073e-05, + 2.8208221920067444e-05, + 2.8165541152702644e-05, + 2.8122634830651805e-05, + 2.80797976301983e-05, + 2.803725510602817e-05, + 2.799493813654408e-05, + 2.7952708478551358e-05, + 2.7910640710615553e-05, + 2.7868776669492945e-05, + 2.782701085379813e-05, + 2.7785477868746966e-05, + 2.7744037652155384e-05, + 2.7702946681529284e-05, + 2.7661964850267395e-05, + 2.7621177650871687e-05, + 2.7580716050579213e-05, + 2.7540379960555583e-05, + 2.7500187570694834e-05, + 2.746015161392279e-05, + 2.7420237529440783e-05, + 2.7380652682040818e-05, + 2.7341176974005066e-05, + 2.7301788577460684e-05, + 2.7262534786132164e-05, + 2.722336648730561e-05, + 2.7184278224012814e-05, + 2.7145209969603457e-05, + 2.710608532652259e-05, + 2.70671553153079e-05, + 2.702843448787462e-05, + 2.6989815523847938e-05, + 2.6951289328280836e-05, + 2.6912923203781247e-05, + 2.6874489776673727e-05, + 2.683620186871849e-05, + 2.6798021281138062e-05, + 2.675998621270992e-05, + 2.6721785616246052e-05, + 2.6683708711061627e-05, + 2.6645619072951376e-05, + 2.6607565814629197e-05, + 2.6569639885565266e-05, + 2.653161936905235e-05, + 2.6493638870306313e-05, + 2.645579843374435e-05, + 2.6418068955536e-05, + 2.63806196016958e-05, + 2.634338306961581e-05, + 2.6306448489776812e-05, + 2.6269666705047712e-05, + 2.6232948584947735e-05, + 2.619627775857225e-05, + 2.615978337416891e-05, + 2.6123409043066204e-05, + 2.6087232981808484e-05, + 2.6051202439703047e-05, + 2.6015219191322103e-05, + 2.5979352358262986e-05, + 2.594359830254689e-05, + 2.590808435343206e-05, + 2.5872772312141024e-05, + 2.583783134468831e-05, + 2.5803012249525636e-05, + 2.576842780399602e-05, + 2.573412530182395e-05, + 2.5700208425405435e-05, + 2.5666400688351132e-05, + 2.5632709366618656e-05, + 2.559909080446232e-05, + 2.5565526811988093e-05, + 2.5532010113238357e-05, + 2.549858072597999e-05, + 2.5465305952820927e-05, + 2.5432136681047268e-05, + 2.539917295507621e-05, + 2.5366389309056103e-05, + 2.5333552912343293e-05, + 2.5300836568931118e-05, + 2.5268280296586454e-05, + 2.523587863834109e-05, + 2.5203566110576503e-05, + 2.5171289962599985e-05, + 2.5139101126114838e-05, + 2.510683589207474e-05, + 2.5074663426494226e-05, + 2.5042570996447466e-05, + 2.5010544050019234e-05, + 2.4978662622743286e-05, + 2.494685941201169e-05, + 2.4915241738199256e-05, + 2.4883685910026543e-05, + 2.4852213755366392e-05, + 2.4820947146508843e-05, + 2.4789793314994313e-05, + 2.4758726794971153e-05, + 2.472775668138638e-05, + 2.4696759282960556e-05, + 2.4665778255439363e-05, + 2.4634968212922104e-05, + 2.4604214559076354e-05, + 2.457354639773257e-05, + 2.454281275277026e-05, + 2.4512173695256934e-05, + 2.4481574655510485e-05, + 2.4450981072732247e-05, + 2.442045479256194e-05, + 2.4390119506279007e-05, + 2.4359820599784143e-05, + 2.4329630832653493e-05, + 2.429946107440628e-05, + 2.4269169443869032e-05, + 2.4238952391897328e-05, + 2.4208737158915028e-05, + 2.417862560832873e-05, + 2.4148515876731835e-05, + 2.4118417059071362e-05, + 2.4088392819976434e-05, + 2.405842678854242e-05, + 2.4028557163546793e-05, + 2.3998780307010747e-05, + 2.3969121684785932e-05, + 2.3939584934851155e-05, + 2.3910144591354765e-05, + 2.3880760636529885e-05, + 2.385144034633413e-05, + 2.382220009167213e-05, + 2.3793079890310764e-05, + 2.376410884608049e-05, + 2.3735101422062144e-05, + 2.370618312852457e-05, + 2.367740307818167e-05, + 2.364865576964803e-05, + 2.3620017600478604e-05, + 2.3591461285832338e-05, + 2.356304321438074e-05, + 2.3534706997452304e-05, + 2.350640897930134e-05, + 2.3478360162698664e-05, + 2.3450393200619146e-05, + 2.342250445508398e-05, + 2.3394733943860047e-05, + 2.3367038011201657e-05, + 2.3339487597695552e-05, + 2.3312019038712606e-05, + 2.328463779122103e-05, + 2.3257343855220824e-05, + 2.323013723071199e-05, + 2.320299972780049e-05, + 2.317585312994197e-05, + 2.314879202458542e-05, + 2.3121987396734767e-05, + 2.3095255528460257e-05, + 2.306853093614336e-05, + 2.3041897293296643e-05, + 2.301524182257708e-05, + 2.2988659111433662e-05, + 2.29621055041207e-05, + 2.2935633751330897e-05, + 2.2909245672053657e-05, + 2.2882933990331367e-05, + 2.2856718715047464e-05, + 2.283058529428672e-05, + 2.2804559193900786e-05, + 2.2778602215112187e-05, + 2.275268707307987e-05, + 2.2726757379132323e-05, + 2.27009422815172e-05, + 2.2675270884064957e-05, + 2.2649675884167664e-05, + 2.2624320990871638e-05, + 2.259906796098221e-05, + 2.2573887690668926e-05, + 2.2548607375938445e-05, + 2.2523454390466213e-05, + 2.2498416001326405e-05, + 2.2473448552773334e-05, + 2.244861752842553e-05, + 2.2423870177590288e-05, + 2.2399188310373574e-05, + 2.2374579202733003e-05, + 2.2350030121742748e-05, + 2.2325533791445196e-05, + 2.230108111689333e-05, + 2.227662298537325e-05, + 2.2252288545132615e-05, + 2.2228003217605874e-05, + 2.2203723347047344e-05, + 2.217952351202257e-05, + 2.2155390979605727e-05, + 2.213124025729485e-05, + 2.2107175027485937e-05, + 2.2083017029217444e-05, + 2.205894998041913e-05, + 2.2034959329175763e-05, + 2.2011043256497942e-05, + 2.1987149011692964e-05, + 2.1963307517580688e-05, + 2.1939498765277676e-05, + 2.191565181419719e-05, + 2.1891912183491513e-05, + 2.186823076044675e-05, + 2.184462391596753e-05, + 2.182107709813863e-05, + 2.1797563022118993e-05, + 2.177411806769669e-05, + 2.1750671294284984e-05, + 2.172720996895805e-05, + 2.170389961975161e-05, + 2.168067112506833e-05, + 2.1657517208950594e-05, + 2.1634366930811666e-05, + 2.1611280317301862e-05, + 2.15882664633682e-05, + 2.1565270799328573e-05, + 2.154233879991807e-05, + 2.1519525034818798e-05, + 2.149675856344402e-05, + 2.147413215425331e-05, + 2.1451613065437414e-05, + 2.142916855518706e-05, + 2.1406869564088993e-05, + 2.138458876288496e-05, + 2.1362364350352436e-05, + 2.1340207240427844e-05, + 2.131811015715357e-05, + 2.1296091290423647e-05, + 2.1274207028909586e-05, + 2.125238097505644e-05, + 2.1230571292107925e-05, + 2.120879253197927e-05, + 2.1187168385949917e-05, + 2.1165586076676846e-05, + 2.1144067432032898e-05, + 2.1122637917869724e-05, + 2.1101252059452236e-05, + 2.1080053556943312e-05, + 2.1058889615233056e-05, + 2.103772021655459e-05, + 2.1016705431975424e-05, + 2.099570701830089e-05, + 2.097477226925548e-05, + 2.0953893908881582e-05, + 2.0933073756168596e-05, + 2.0912297259201296e-05, + 2.08916771953227e-05, + 2.087107532133814e-05, + 2.0850528017035685e-05, + 2.0830017092521302e-05, + 2.080948070215527e-05, + 2.0788998881471343e-05, + 2.0768562535522506e-05, + 2.0748166207340546e-05, + 2.0727666196762584e-05, + 2.0707209841930307e-05, + 2.0686802599811926e-05, + 2.066637716779951e-05, + 2.0646053599193692e-05, + 2.0625739125534892e-05, + 2.0605415556929074e-05, + 2.058509926428087e-05, + 2.0564781152643263e-05, + 2.0544512153719552e-05, + 2.0524252249742858e-05, + 2.050402144959662e-05, + 2.0483743355725892e-05, + 2.0463558030314744e-05, + 2.0443450921447948e-05, + 2.042338383034803e-05, + 2.0403364032972604e-05, + 2.0383435185067356e-05, + 2.0363540897960775e-05, + 2.034374301729258e-05, + 2.0323988792370073e-05, + 2.030428368016146e-05, + 2.0284653146518394e-05, + 2.0265071725589223e-05, + 2.0245537598384544e-05, + 2.022604712692555e-05, + 2.0206536646583118e-05, + 2.018712621065788e-05, + 2.016773578361608e-05, + 2.0148389012319967e-05, + 2.0129087715758942e-05, + 2.0109784600208513e-05, + 2.009052514040377e-05, + 2.0071251128683798e-05, + 2.00520153157413e-05, + 2.0032779502798803e-05, + 2.001348366320599e-05, + 1.9994200556539e-05, + 1.9974961105617695e-05, + 1.9955725292675197e-05, + 1.9936574972234666e-05, + 1.991747376450803e-05, + 1.9898376194760203e-05, + 1.9879411411238834e-05, + 1.9860497559420764e-05, + 1.9841649191221222e-05, + 1.9822840840788558e-05, + 1.980407614610158e-05, + 1.978535692614969e-05, + 1.9766779587371275e-05, + 1.9748224076465704e-05, + 1.972977042896673e-05, + 1.9711360437213443e-05, + 1.9692995920195244e-05, + 1.967466960195452e-05, + 1.9656379663501866e-05, + 1.96381351997843e-05, + 1.9619947124738246e-05, + 1.960180998139549e-05, + 1.9583689208957367e-05, + 1.9565610273275524e-05, + 1.9547589545254596e-05, + 1.952962156792637e-05, + 1.9511642676661722e-05, + 1.9493689251248725e-05, + 1.9475699446047656e-05, + 1.9457740563666448e-05, + 1.9439821699052118e-05, + 1.9421902834437788e-05, + 1.9404029444558546e-05, + 1.938619971042499e-05, + 1.9368413632037118e-05, + 1.9350614820723422e-05, + 1.9332779629621655e-05, + 1.9314984456286766e-05, + 1.929723293869756e-05, + 1.9279537809779868e-05, + 1.926188269862905e-05, + 1.9244263967266306e-05, + 1.9226665244787e-05, + 1.920911563502159e-05, + 1.9191604224033654e-05, + 1.917412555485498e-05, + 1.9156736016157083e-05, + 1.913936466735322e-05, + 1.9122031517326832e-05, + 1.9104771126876585e-05, + 1.9087536202277988e-05, + 1.9070343114435673e-05, + 1.905323370010592e-05, + 1.9036157027585432e-05, + 1.9019118553842418e-05, + 1.9002151020686142e-05, + 1.8985214410349727e-05, + 1.8968310541822575e-05, + 1.8951406673295423e-05, + 1.8934582840302028e-05, + 1.8917791749117896e-05, + 1.8901017028838396e-05, + 1.888427505036816e-05, + 1.8867569451685995e-05, + 1.885093115561176e-05, + 1.8834329239325598e-05, + 1.8817763702827506e-05, + 1.8801261830958538e-05, + 1.8784761778078973e-05, + 1.8768332665786147e-05, + 1.8752007235889323e-05, + 1.8735679987003095e-05, + 1.871938547992613e-05, + 1.8703129171626642e-05, + 1.868686558736954e-05, + 1.8670631106942892e-05, + 1.8654431187314913e-05, + 1.863826037151739e-05, + 1.8622087736730464e-05, + 1.86059478437528e-05, + 1.8589838873595e-05, + 1.8573760826257057e-05, + 1.855766458902508e-05, + 1.8541637473390438e-05, + 1.8525639461586252e-05, + 1.8509681467548944e-05, + 1.8493723473511636e-05, + 1.8477814592188224e-05, + 1.8462040316080675e-05, + 1.8446302419761196e-05, + 1.8430569980409928e-05, + 1.8414864825899713e-05, + 1.839914511947427e-05, + 1.8383405404165387e-05, + 1.8367696611676365e-05, + 1.835205875977408e-05, + 1.8336446373723447e-05, + 1.8320866729482077e-05, + 1.830532892199699e-05, + 1.828982203733176e-05, + 1.827435517043341e-05, + 1.8258921045344323e-05, + 1.8243516024085693e-05, + 1.8228156477562152e-05, + 1.821285877667833e-05, + 1.8197615645476617e-05, + 1.818245800677687e-05, + 1.816734584281221e-05, + 1.8152271877625026e-05, + 1.813723247323651e-05, + 1.8122154870070517e-05, + 1.810708999983035e-05, + 1.8092050595441833e-05, + 1.807703301892616e-05, + 1.8062051822198555e-05, + 1.80470960913226e-05, + 1.8032216758001596e-05, + 1.8017319234786555e-05, + 1.8002458091359586e-05, + 1.7987626051763073e-05, + 1.797281038307119e-05, + 1.7958027456188574e-05, + 1.794327727111522e-05, + 1.7928541637957096e-05, + 1.791384056559764e-05, + 1.7899168597068638e-05, + 1.788451845641248e-05, + 1.7869853763841093e-05, + 1.785519089025911e-05, + 1.784049891284667e-05, + 1.7825834220275283e-05, + 1.7811167708714493e-05, + 1.779653575795237e-05, + 1.7781916540116072e-05, + 1.7767355529940687e-05, + 1.7752827261574566e-05, + 1.77383262780495e-05, + 1.772385076037608e-05, + 1.7709395251586102e-05, + 1.769491791492328e-05, + 1.7680486052995548e-05, + 1.766608329489827e-05, + 1.7651716916589066e-05, + 1.763739055604674e-05, + 1.7623091480345465e-05, + 1.7608814232517034e-05, + 1.7594580640434287e-05, + 1.7580376152181998e-05, + 1.7566215319675393e-05, + 1.7552109056850895e-05, + 1.7538008250994608e-05, + 1.752393836795818e-05, + 1.7509899407741614e-05, + 1.749589864630252e-05, + 1.7481921531725675e-05, + 1.746801171975676e-05, + 1.7454127373639494e-05, + 1.744026485539507e-05, + 1.7426431440981105e-05, + 1.7412663510185666e-05, + 1.739892832119949e-05, + 1.7385218598064966e-05, + 1.7371521607856266e-05, + 1.7357844626531005e-05, + 1.734419129206799e-05, + 1.7330559785477817e-05, + 1.7316999219474383e-05, + 1.730346048134379e-05, + 1.7289930838160217e-05, + 1.727642484183889e-05, + 1.7262922483496368e-05, + 1.724942740111146e-05, + 1.723596142255701e-05, + 1.7222513633896597e-05, + 1.720908585411962e-05, + 1.719569627312012e-05, + 1.718232851999346e-05, + 1.716902079351712e-05, + 1.715568214422092e-05, + 1.714239624561742e-05, + 1.7129126717918552e-05, + 1.711585900920909e-05, + 1.710260949039366e-05, + 1.7089385437429883e-05, + 1.7076186850317754e-05, + 1.7063015548046678e-05, + 1.7049871530616656e-05, + 1.7036754798027687e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957537651062012, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.980722963809967, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944750666618347, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993979275226593, + 1.0, + 1.0, + 1.0, + 0.9994686841964722, + 1.0, + 0.9915921688079834, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885229468345642, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866476655006409, + 1.0, + 0.9951946139335632, + 1.0, + 1.0, + 1.0, + 0.9909420013427734, + 0.986288845539093, + 0.9939758777618408, + 1.0, + 1.0, + 0.996311604976654, + 1.0, + 0.9977303743362427, + 1.0, + 0.98470538854599, + 1.0, + 0.9905191659927368, + 1.0, + 0.9927239418029785, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9782891869544983, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866666197776794, + 1.0, + 1.0, + 0.9958643317222595, + 0.9933554530143738, + 0.9874581694602966, + 1.0, + 0.9905272126197815, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9925094246864319, + 0.9986277222633362, + 0.974922776222229, + 0.9996476173400879, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980519413948059, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990367889404297, + 1.0, + 1.0, + 1.0, + 0.9968542456626892, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99470454454422, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984935522079468, + 1.0, + 1.0, + 1.0, + 0.9995082020759583, + 1.0, + 1.0, + 1.0, + 0.999359130859375, + 0.9967933297157288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931803941726685, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913544654846191, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971561431884766, + 1.0, + 0.9943376779556274, + 0.9977521300315857, + 0.9989486336708069, + 1.0, + 0.9925161004066467, + 1.0, + 1.0, + 0.9968665242195129, + 1.0, + 0.9997010231018066, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9916666746139526, + 0.9979360103607178, + 1.0, + 0.9991152286529541, + 1.0, + 0.9899881482124329, + 1.0, + 1.0, + 1.0, + 0.993587851524353, + 1.0, + 0.9919590353965759, + 1.0, + 1.0, + 1.0, + 0.9994153380393982, + 0.9992687106132507, + 1.0, + 1.0, + 0.9955052137374878, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971301555633545, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979293346405029, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966393113136292, + 0.9978419542312622, + 1.0, + 1.0, + 1.0, + 0.9986602067947388, + 1.0, + 0.9905016422271729, + 0.9947326183319092, + 1.0, + 0.9936649799346924, + 0.9914540648460388, + 1.0, + 0.9972658753395081, + 0.9998628497123718, + 1.0, + 0.9983550310134888, + 0.9971166253089905, + 1.0, + 0.999036431312561, + 1.0, + 1.0, + 1.0, + 0.9953704476356506, + 1.0, + 0.9963214993476868, + 0.996718168258667, + 0.9972561597824097, + 1.0, + 0.9919705986976624, + 0.9989024996757507, + 0.999038577079773, + 1.0, + 0.9908731579780579, + 1.0, + 0.9957388043403625, + 0.9991717338562012, + 1.0, + 0.9938050508499146, + 0.9973680973052979, + 1.0, + 0.9929206371307373, + 0.9981825947761536, + 0.9964985847473145, + 0.9995783567428589, + 0.9942350387573242, + 1.0, + 0.9973224997520447, + 0.9988695383071899, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986594915390015, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999869704246521, + 1.0, + 1.0, + 1.0, + 0.9997432827949524, + 0.995121955871582, + 1.0, + 0.9996137022972107, + 0.9971660375595093, + 0.9918615221977234, + 0.9970044493675232, + 1.0, + 0.9976550340652466, + 0.9992165565490723, + 1.0, + 0.9981756806373596, + 1.0, + 0.9928264021873474, + 0.9985548853874207, + 1.0, + 1.0, + 0.9941045641899109, + 1.0, + 0.999341607093811, + 0.9963104724884033, + 1.0, + 0.9949868321418762, + 1.0, + 0.9986776113510132, + 0.9984109997749329, + 1.0, + 0.9985491633415222, + 1.0, + 0.9960567951202393, + 1.0, + 0.9988129734992981, + 1.0, + 0.997627854347229, + 1.0, + 0.9934529066085815, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984437823295593, + 0.995973527431488, + 1.0, + 0.9938769936561584, + 0.9984270930290222, + 0.9946172833442688, + 0.9972281455993652, + 1.0, + 0.9961700439453125, + 1.0, + 1.0, + 0.9989460110664368, + 0.9967027306556702, + 0.9998676180839539, + 0.9960296154022217, + 0.9978740811347961, + 1.0, + 1.0, + 0.997346043586731, + 0.9980042576789856, + 0.9989334940910339, + 0.9994661211967468, + 1.0, + 0.9990755319595337, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975568652153015, + 1.0, + 0.9972990155220032, + 0.9987103343009949, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997127890586853, + 1.0, + 1.0, + 0.9973766207695007, + 1.0, + 1.0, + 0.9969969391822815, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967913627624512, + 0.9959142804145813, + 1.0, + 0.9992545247077942, + 0.9995025992393494, + 1.0, + 1.0, + 1.0, + 0.9991321563720703, + 1.0, + 1.0, + 1.0, + 0.9982747435569763, + 0.9986421465873718, + 0.9960444569587708, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987675547599792, + 1.0, + 1.0, + 0.9990197420120239, + 1.0, + 1.0, + 0.9975544214248657, + 0.9990193843841553, + 0.9973006248474121, + 0.9965551495552063, + 0.9967900514602661, + 0.9993807077407837, + 0.997025728225708, + 0.9998756647109985, + 1.0, + 1.0, + 0.9955615997314453, + 0.9951702356338501, + 1.0, + 0.9967809319496155, + 1.0, + 0.9992552399635315, + 1.0, + 1.0, + 0.9938256144523621, + 1.0, + 1.0, + 0.9982654452323914, + 0.9992552399635315, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996355175971985, + 1.0, + 0.9973339438438416, + 0.9997569918632507, + 0.9956247210502625, + 0.9990233778953552, + 1.0, + 0.9992693066596985, + 1.0, + 1.0, + 0.9923793077468872, + 0.9958557486534119, + 1.0, + 0.9973226189613342, + 1.0, + 0.9979258179664612, + 1.0, + 0.9993907809257507, + 0.9990245699882507, + 0.9962167739868164, + 1.0, + 0.9981633424758911, + 0.9966878890991211, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937918186187744, + 0.9996325373649597, + 0.9968141317367554, + 0.9987707734107971, + 1.0, + 1.0, + 0.9969578981399536, + 0.9985353350639343, + 1.0, + 1.0, + 0.9990241527557373, + 1.0, + 0.9981711506843567, + 1.0, + 0.9953658580780029, + 1.0, + 0.999265730381012, + 0.9957134127616882, + 1.0, + 1.0, + 0.9997541904449463, + 1.0, + 0.9954540729522705, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987828731536865, + 0.9981720447540283, + 1.0, + 1.0, + 0.9995129108428955, + 1.0, + 0.9997575879096985, + 1.0, + 0.9997577667236328, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998816847801208, + 1.0, + 0.9962183833122253, + 0.9978647828102112, + 0.9957203269004822, + 0.9994030594825745, + 1.0, + 1.0, + 0.998691201210022, + 1.0, + 0.998094379901886, + 0.9995226263999939, + 1.0, + 1.0, + 1.0, + 0.9966670870780945, + 0.997850239276886, + 0.9928186535835266, + 0.9998794198036194, + 0.996744692325592, + 0.9951614737510681, + 0.9922206997871399, + 1.0, + 0.9997550845146179, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986595511436462, + 1.0, + 0.9973154067993164, + 0.9977976679801941, + 1.0, + 0.9996339082717896, + 0.9982908368110657, + 0.9984101057052612, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986673593521118, + 1.0, + 0.9973330497741699, + 1.0, + 1.0, + 0.9966031908988953, + 0.9995130300521851, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975810647010803, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996887743473053, + 1.0, + 0.9998801946640015, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996451139450073, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998825192451477, + 1.0, + 0.9990606307983398, + 0.9990597367286682, + 0.9997646808624268, + 1.0, + 1.0, + 1.0, + 0.9989438056945801, + 0.9978852868080139, + 1.0, + 1.0, + 0.9982417225837708, + 1.0, + 0.9991795420646667, + 1.0, + 0.9983581304550171, + 1.0, + 1.0, + 0.9941369891166687, + 1.0, + 1.0, + 0.9987027645111084, + 1.0, + 0.9977573156356812, + 1.0, + 0.9997633695602417, + 0.9997633099555969, + 0.999644935131073, + 1.0, + 1.0, + 0.9996460676193237, + 0.9935095310211182, + 1.0, + 1.0, + 0.9994078874588013, + 1.0, + 1.0, + 1.0, + 0.9996464848518372, + 0.9997643232345581, + 1.0, + 0.9991748332977295, + 0.9997640252113342, + 0.9987019300460815, + 1.0, + 1.0, + 1.0, + 0.9983537793159485, + 0.9971731305122375, + 1.0, + 0.9935034513473511, + 0.9985733032226562, + 0.9998809695243835, + 1.0, + 0.9977527856826782, + 0.9982219338417053, + 0.9998812675476074, + 0.997387170791626, + 0.9994046092033386, + 1.0, + 0.9998809099197388, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976277947425842, + 1.0, + 1.0, + 0.9994074702262878, + 1.0, + 1.0, + 0.9991727471351624, + 1.0, + 0.9989423751831055, + 0.9996471405029297, + 0.9996469616889954, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982478618621826, + 1.0, + 0.9994150400161743, + 1.0, + 1.0, + 0.9997662305831909, + 1.0, + 1.0, + 0.9961654543876648, + 0.9993001818656921, + 0.9992995858192444, + 1.0, + 0.9998835325241089, + 0.9995339512825012, + 1.0, + 0.9998836517333984, + 0.9975561499595642, + 1.0, + 0.9963852763175964, + 0.9978935122489929, + 0.9994136095046997, + 0.9961276054382324, + 1.0, + 1.0, + 0.9996472001075745, + 0.9997646808624268, + 0.9989408850669861, + 0.9963482618331909, + 1.0, + 1.0, + 1.0, + 0.9955204725265503, + 1.0, + 0.9995266199111938, + 0.9984606504440308, + 1.0, + 0.9938345551490784, + 1.0, + 1.0, + 0.9951266050338745, + 1.0, + 0.9994037747383118, + 0.9996420741081238, + 0.9996419548988342, + 1.0, + 0.9948675036430359, + 1.0, + 0.9997605085372925, + 1.0, + 1.0, + 0.9998806715011597, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974056482315063, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998828768730164, + 1.0, + 1.0, + 1.0, + 0.9977919459342957, + 0.9984859228134155, + 1.0, + 1.0, + 0.997668445110321, + 1.0, + 0.9975484609603882, + 1.0, + 0.9998829960823059, + 0.998595654964447, + 0.9997655749320984, + 1.0, + 1.0, + 1.0, + 0.9973134398460388, + 1.0, + 1.0, + 0.9998830556869507, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99781733751297, + 0.9998849034309387, + 1.0, + 0.9955187439918518, + 0.9996537566184998, + 0.9989609122276306, + 1.0, + 1.0, + 0.9997689723968506, + 0.9947988986968994, + 1.0, + 0.9967502355575562, + 1.0, + 0.9998835921287537, + 1.0, + 1.0, + 0.9997671842575073, + 0.9990686774253845, + 0.9995338916778564, + 1.0, + 0.9998835921287537, + 0.9991849064826965, + 0.9993008375167847, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997692704200745, + 0.9998846054077148, + 0.9997691512107849, + 1.0, + 1.0, + 1.0, + 0.9996562004089355, + 0.9990829825401306, + 1.0, + 1.0, + 1.0, + 0.9994271397590637, + 1.0, + 1.0, + 0.9972496628761292, + 1.0, + 1.0, + 0.9981634020805359, + 1.0, + 0.999885082244873, + 0.9972413778305054, + 1.0, + 0.9998847842216492, + 0.998041033744812, + 1.0, + 1.0, + 1.0, + 0.9973520636558533, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979258179664612, + 1.0, + 1.0, + 0.9981527924537659, + 1.0, + 0.9978070855140686, + 0.9958357214927673, + 1.0, + 1.0, + 0.9998841285705566, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979322552680969, + 1.0, + 0.9995396733283997, + 1.0, + 0.9989660978317261, + 0.9935603141784668, + 0.9998841881752014, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973605871200562, + 1.0, + 0.9998850226402283, + 0.999424934387207, + 1.0, + 0.9995396733283997, + 1.0, + 1.0, + 0.9991942048072815, + 0.9979262948036194, + 0.9984991550445557, + 0.9964157938957214, + 0.9989556670188904, + 0.9995354413986206, + 0.999883770942688, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996535778045654, + 1.0, + 0.996881902217865, + 1.0, + 0.9997690916061401, + 0.9998844265937805, + 1.0, + 0.9996538162231445, + 0.9997690916061401, + 1.0, + 0.9995386004447937, + 0.9998846054077148, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997718334197998, + 1.0, + 0.9980624914169312, + 0.9998857378959656, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987491965293884, + 1.0, + 0.9995445609092712, + 0.9990887641906738, + 1.0, + 1.0, + 0.9989745020866394, + 0.9998859167098999, + 0.9988592267036438, + 0.9980584383010864, + 1.0, + 0.9995431303977966, + 0.9998856782913208, + 0.9993142485618591, + 1.0, + 0.9971408843994141, + 1.0, + 1.0, + 0.9997707009315491, + 0.9971333742141724, + 0.9997699856758118, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965556859970093, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998853802680969, + 1.0, + 1.0, + 0.999197781085968, + 1.0, + 0.9974773526191711, + 1.0, + 0.9979393482208252, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997711777687073, + 0.9998855590820312, + 0.999885618686676, + 0.9997711181640625 + ], + "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_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_scalar_eval.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..157400f1f43e2c331fae3c58b178857b6274068d --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1822.8001708984375, + "strength": 1418.449951171875, + "max_strength": 1758.7999267578125, + "final_strength": 1747.199951171875, + "sample_efficiency": 2.6637425776243617e-07, + "training_efficiency": 1.703675116004888e-05, + "stability": 0.9990774393081665 +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_scalar_train.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..157400f1f43e2c331fae3c58b178857b6274068d --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1822.8001708984375, + "strength": 1418.449951171875, + "max_strength": 1758.7999267578125, + "final_strength": 1747.199951171875, + "sample_efficiency": 2.6637425776243617e-07, + "training_efficiency": 1.703675116004888e-05, + "stability": 0.9990774393081665 +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_train.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..86f33f59654ef9f33af91244e402e4d604544bac --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s1_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1822.8001708984375, + "strength": 1418.449951171875, + "max_strength": 1758.7999267578125, + "final_strength": 1747.199951171875, + "sample_efficiency": 2.6637425776243617e-07, + "training_efficiency": 1.703675116004888e-05, + "stability": 0.9990774393081665 + }, + "local": { + "mean_returns": [ + 52.0, + 68.57142639160156, + 107.90697479248047, + 124.64286041259766, + 140.90908813476562, + 155.69619750976562, + 165.93406677246094, + 176.60000610351562, + 195.60000610351562, + 214.8000030517578, + 234.8000030517578, + 241.60000610351562, + 249.0, + 254.0, + 258.6000061035156, + 263.3999938964844, + 266.0, + 269.79998779296875, + 269.0, + 270.6000061035156, + 274.20001220703125, + 292.0, + 296.20001220703125, + 305.20001220703125, + 309.79998779296875, + 315.6000061035156, + 324.6000061035156, + 326.0, + 327.3999938964844, + 327.6000061035156, + 330.3999938964844, + 325.6000061035156, + 331.6000061035156, + 332.0, + 334.3999938964844, + 341.20001220703125, + 342.79998779296875, + 344.20001220703125, + 355.0, + 360.3999938964844, + 365.20001220703125, + 377.20001220703125, + 391.6000061035156, + 399.79998779296875, + 405.20001220703125, + 407.20001220703125, + 405.3999938964844, + 421.3999938964844, + 427.0, + 432.0, + 442.79998779296875, + 446.79998779296875, + 444.6000061035156, + 449.6000061035156, + 451.6000061035156, + 457.79998779296875, + 457.6000061035156, + 462.0, + 458.79998779296875, + 463.79998779296875, + 465.6000061035156, + 468.20001220703125, + 474.0, + 482.20001220703125, + 477.6000061035156, + 487.79998779296875, + 498.3999938964844, + 499.3999938964844, + 500.79998779296875, + 495.20001220703125, + 497.6000061035156, + 495.6000061035156, + 500.6000061035156, + 519.0, + 523.0, + 519.0, + 513.0, + 510.3999938964844, + 512.7999877929688, + 515.2000122070312, + 513.5999755859375, + 522.0, + 521.0, + 526.0, + 519.2000122070312, + 524.4000244140625, + 520.2000122070312, + 521.2000122070312, + 518.0, + 521.0, + 530.2000122070312, + 534.7999877929688, + 537.4000244140625, + 542.0, + 532.0, + 540.5999755859375, + 552.5999755859375, + 554.7999877929688, + 561.4000244140625, + 555.0, + 564.4000244140625, + 565.0, + 563.0, + 559.7999877929688, + 553.7999877929688, + 567.0, + 562.4000244140625, + 569.5999755859375, + 574.2000122070312, + 577.0, + 583.5999755859375, + 595.0, + 601.5999755859375, + 602.5999755859375, + 615.4000244140625, + 625.7999877929688, + 633.5999755859375, + 638.0, + 648.2000122070312, + 659.7999877929688, + 668.7999877929688, + 664.4000244140625, + 663.5999755859375, + 649.0, + 648.7999877929688, + 650.7999877929688, + 652.7999877929688, + 660.4000244140625, + 665.4000244140625, + 677.4000244140625, + 687.2000122070312, + 694.0, + 697.4000244140625, + 696.2000122070312, + 712.2000122070312, + 723.5999755859375, + 736.7999877929688, + 753.4000244140625, + 766.0, + 793.2000122070312, + 822.7999877929688, + 825.4000244140625, + 846.4000244140625, + 853.4000244140625, + 865.4000244140625, + 873.4000244140625, + 886.0, + 918.2000122070312, + 937.5999755859375, + 953.5999755859375, + 969.2000122070312, + 981.4000244140625, + 1000.7999877929688, + 1010.4000244140625, + 1027.199951171875, + 1034.4000244140625, + 1053.199951171875, + 1066.4000244140625, + 1083.5999755859375, + 1091.800048828125, + 1110.199951171875, + 1119.5999755859375, + 1118.5999755859375, + 1139.5999755859375, + 1156.0, + 1162.199951171875, + 1158.800048828125, + 1171.5999755859375, + 1184.199951171875, + 1191.0, + 1203.4000244140625, + 1206.4000244140625, + 1220.5999755859375, + 1223.0, + 1244.0, + 1250.800048828125, + 1252.199951171875, + 1246.0, + 1251.800048828125, + 1252.0, + 1252.0, + 1264.0, + 1267.800048828125, + 1270.199951171875, + 1276.199951171875, + 1274.4000244140625, + 1282.4000244140625, + 1282.800048828125, + 1301.4000244140625, + 1300.800048828125, + 1310.199951171875, + 1325.800048828125, + 1329.5999755859375, + 1328.800048828125, + 1324.800048828125, + 1327.0, + 1330.5999755859375, + 1334.199951171875, + 1340.5999755859375, + 1348.800048828125, + 1367.4000244140625, + 1371.800048828125, + 1363.0, + 1379.5999755859375, + 1395.4000244140625, + 1397.4000244140625, + 1400.0, + 1388.5999755859375, + 1391.5999755859375, + 1394.800048828125, + 1399.199951171875, + 1400.5999755859375, + 1405.4000244140625, + 1417.5999755859375, + 1413.800048828125, + 1423.5999755859375, + 1416.0, + 1413.0, + 1411.5999755859375, + 1417.5999755859375, + 1407.5999755859375, + 1411.4000244140625, + 1421.800048828125, + 1417.5999755859375, + 1419.4000244140625, + 1419.0, + 1421.0, + 1439.800048828125, + 1445.199951171875, + 1449.4000244140625, + 1438.0, + 1435.199951171875, + 1437.5999755859375, + 1436.4000244140625, + 1439.800048828125, + 1426.199951171875, + 1440.4000244140625, + 1453.0, + 1453.800048828125, + 1445.0, + 1449.4000244140625, + 1438.4000244140625, + 1440.199951171875, + 1448.0, + 1449.5999755859375, + 1448.800048828125, + 1447.800048828125, + 1452.800048828125, + 1460.800048828125, + 1454.5999755859375, + 1455.199951171875, + 1472.199951171875, + 1474.800048828125, + 1475.199951171875, + 1471.199951171875, + 1484.800048828125, + 1490.4000244140625, + 1492.199951171875, + 1497.5999755859375, + 1518.800048828125, + 1530.199951171875, + 1527.199951171875, + 1544.5999755859375, + 1547.5999755859375, + 1550.199951171875, + 1555.4000244140625, + 1566.800048828125, + 1569.199951171875, + 1564.199951171875, + 1561.0, + 1564.4000244140625, + 1570.199951171875, + 1574.199951171875, + 1572.199951171875, + 1576.4000244140625, + 1562.199951171875, + 1554.4000244140625, + 1565.199951171875, + 1555.800048828125, + 1543.199951171875, + 1544.4000244140625, + 1540.4000244140625, + 1540.199951171875, + 1540.4000244140625, + 1538.0, + 1533.800048828125, + 1534.199951171875, + 1532.800048828125, + 1536.199951171875, + 1544.0, + 1550.199951171875, + 1543.4000244140625, + 1549.4000244140625, + 1544.0, + 1539.199951171875, + 1535.199951171875, + 1551.0, + 1539.199951171875, + 1537.5999755859375, + 1536.199951171875, + 1549.5999755859375, + 1536.199951171875, + 1536.4000244140625, + 1530.199951171875, + 1529.0, + 1534.199951171875, + 1525.199951171875, + 1521.4000244140625, + 1522.199951171875, + 1512.0, + 1509.4000244140625, + 1504.4000244140625, + 1503.800048828125, + 1495.5999755859375, + 1500.5999755859375, + 1496.800048828125, + 1495.199951171875, + 1510.4000244140625, + 1526.0, + 1533.800048828125, + 1541.0, + 1547.4000244140625, + 1562.5999755859375, + 1569.0, + 1572.4000244140625, + 1573.4000244140625, + 1571.4000244140625, + 1581.0, + 1587.5999755859375, + 1595.199951171875, + 1597.0, + 1602.5999755859375, + 1607.0, + 1616.0, + 1615.800048828125, + 1621.0, + 1630.199951171875, + 1639.800048828125, + 1639.4000244140625, + 1631.800048828125, + 1634.5999755859375, + 1634.0, + 1629.5999755859375, + 1617.0, + 1612.4000244140625, + 1616.5999755859375, + 1613.0, + 1611.800048828125, + 1616.199951171875, + 1613.4000244140625, + 1614.800048828125, + 1603.800048828125, + 1601.5999755859375, + 1601.5999755859375, + 1608.0, + 1599.0, + 1600.199951171875, + 1599.199951171875, + 1593.5999755859375, + 1597.4000244140625, + 1589.800048828125, + 1593.800048828125, + 1591.800048828125, + 1589.4000244140625, + 1597.800048828125, + 1595.5999755859375, + 1603.0, + 1597.0, + 1597.800048828125, + 1596.0, + 1599.0, + 1595.4000244140625, + 1608.800048828125, + 1598.800048828125, + 1611.5999755859375, + 1614.800048828125, + 1619.199951171875, + 1623.5999755859375, + 1621.199951171875, + 1615.0, + 1616.5999755859375, + 1607.199951171875, + 1604.800048828125, + 1596.5999755859375, + 1592.4000244140625, + 1595.800048828125, + 1590.0, + 1590.800048828125, + 1599.4000244140625, + 1597.800048828125, + 1592.800048828125, + 1592.5999755859375, + 1586.5999755859375, + 1583.4000244140625, + 1588.199951171875, + 1588.5999755859375, + 1584.5999755859375, + 1581.5999755859375, + 1580.0, + 1579.199951171875, + 1595.800048828125, + 1594.4000244140625, + 1604.4000244140625, + 1610.4000244140625, + 1623.199951171875, + 1635.5999755859375, + 1636.800048828125, + 1633.0, + 1636.4000244140625, + 1632.199951171875, + 1630.199951171875, + 1632.4000244140625, + 1638.800048828125, + 1648.199951171875, + 1656.0, + 1662.199951171875, + 1665.800048828125, + 1670.0, + 1673.199951171875, + 1678.4000244140625, + 1683.0, + 1678.4000244140625, + 1678.5999755859375, + 1682.4000244140625, + 1678.199951171875, + 1679.5999755859375, + 1679.800048828125, + 1675.0, + 1682.0, + 1687.0, + 1695.0, + 1696.4000244140625, + 1701.5999755859375, + 1702.0, + 1696.800048828125, + 1690.199951171875, + 1691.0, + 1689.800048828125, + 1689.0, + 1690.0, + 1690.4000244140625, + 1694.5999755859375, + 1693.199951171875, + 1697.4000244140625, + 1700.4000244140625, + 1704.4000244140625, + 1701.5999755859375, + 1699.4000244140625, + 1693.0, + 1697.800048828125, + 1698.0, + 1700.4000244140625, + 1703.199951171875, + 1704.0, + 1704.199951171875, + 1702.199951171875, + 1709.199951171875, + 1713.5999755859375, + 1712.0, + 1713.800048828125, + 1717.0, + 1713.0, + 1711.4000244140625, + 1707.0, + 1701.4000244140625, + 1696.199951171875, + 1695.199951171875, + 1690.4000244140625, + 1690.199951171875, + 1701.800048828125, + 1703.5999755859375, + 1696.4000244140625, + 1688.5999755859375, + 1696.800048828125, + 1691.5999755859375, + 1692.5999755859375, + 1691.4000244140625, + 1700.4000244140625, + 1701.0, + 1691.0, + 1694.199951171875, + 1695.5999755859375, + 1692.800048828125, + 1691.5999755859375, + 1693.800048828125, + 1699.0, + 1708.199951171875, + 1712.800048828125, + 1716.800048828125, + 1721.800048828125, + 1725.800048828125, + 1725.800048828125, + 1727.5999755859375, + 1727.0, + 1731.800048828125, + 1727.4000244140625, + 1727.0, + 1719.800048828125, + 1718.199951171875, + 1723.5999755859375, + 1722.4000244140625, + 1733.5999755859375, + 1734.800048828125, + 1722.199951171875, + 1715.4000244140625, + 1724.800048828125, + 1720.4000244140625, + 1720.5999755859375, + 1717.199951171875, + 1722.800048828125, + 1721.800048828125, + 1720.199951171875, + 1714.0, + 1714.800048828125, + 1711.800048828125, + 1706.4000244140625, + 1717.199951171875, + 1717.4000244140625, + 1719.0, + 1723.800048828125, + 1724.4000244140625, + 1714.199951171875, + 1713.5999755859375, + 1708.4000244140625, + 1706.4000244140625, + 1721.199951171875, + 1725.0, + 1720.0, + 1717.5999755859375, + 1721.0, + 1721.0, + 1719.4000244140625, + 1721.800048828125, + 1718.800048828125, + 1721.4000244140625, + 1713.800048828125, + 1715.5999755859375, + 1714.4000244140625, + 1707.4000244140625, + 1708.4000244140625, + 1708.5999755859375, + 1708.199951171875, + 1709.199951171875, + 1701.800048828125, + 1703.199951171875, + 1705.5999755859375, + 1706.199951171875, + 1708.800048828125, + 1711.199951171875, + 1716.4000244140625, + 1724.5999755859375, + 1722.5999755859375, + 1719.5999755859375, + 1721.199951171875, + 1723.5999755859375, + 1722.800048828125, + 1731.5999755859375, + 1731.199951171875, + 1732.5999755859375, + 1732.199951171875, + 1745.4000244140625, + 1746.0, + 1752.5999755859375, + 1757.5999755859375, + 1758.0, + 1768.199951171875, + 1772.800048828125, + 1772.5999755859375, + 1773.800048828125, + 1767.4000244140625, + 1763.800048828125, + 1756.5999755859375, + 1755.5999755859375, + 1758.5999755859375, + 1762.4000244140625, + 1760.199951171875, + 1760.5999755859375, + 1757.4000244140625, + 1756.5999755859375, + 1760.0, + 1761.0, + 1761.5999755859375, + 1756.0, + 1752.4000244140625, + 1740.4000244140625, + 1740.199951171875, + 1734.800048828125, + 1726.800048828125, + 1714.0, + 1714.199951171875, + 1713.800048828125, + 1715.800048828125, + 1718.4000244140625, + 1721.4000244140625, + 1722.5999755859375, + 1720.4000244140625, + 1720.4000244140625, + 1716.0, + 1712.4000244140625, + 1720.199951171875, + 1719.5999755859375, + 1716.800048828125, + 1714.199951171875, + 1715.0, + 1718.199951171875, + 1719.5999755859375, + 1728.5999755859375, + 1729.199951171875, + 1730.4000244140625, + 1732.199951171875, + 1730.0, + 1731.199951171875, + 1726.800048828125, + 1728.800048828125, + 1730.0, + 1724.4000244140625, + 1723.5999755859375, + 1724.0, + 1724.0, + 1730.800048828125, + 1735.0, + 1731.0, + 1733.4000244140625, + 1734.0, + 1742.800048828125, + 1742.800048828125, + 1745.800048828125, + 1750.800048828125, + 1752.199951171875, + 1747.0, + 1750.0, + 1749.800048828125, + 1753.800048828125, + 1765.800048828125, + 1766.800048828125, + 1772.0, + 1771.4000244140625, + 1776.5999755859375, + 1781.199951171875, + 1782.4000244140625, + 1784.800048828125, + 1784.5999755859375, + 1784.5999755859375, + 1783.0, + 1781.4000244140625, + 1781.0, + 1783.0, + 1784.5999755859375, + 1785.5999755859375, + 1783.800048828125, + 1780.199951171875, + 1787.4000244140625, + 1787.5999755859375, + 1784.5999755859375, + 1787.800048828125, + 1786.4000244140625, + 1786.800048828125, + 1784.0, + 1784.0, + 1787.0, + 1777.0, + 1777.199951171875, + 1777.4000244140625, + 1775.199951171875, + 1775.800048828125, + 1772.0, + 1772.0, + 1771.5999755859375, + 1771.199951171875, + 1770.5999755859375, + 1771.199951171875, + 1776.800048828125, + 1776.199951171875, + 1765.199951171875, + 1765.5999755859375, + 1770.199951171875, + 1769.199951171875, + 1775.4000244140625, + 1775.5999755859375, + 1778.800048828125, + 1778.199951171875, + 1777.800048828125, + 1778.0, + 1776.5999755859375, + 1776.199951171875, + 1774.0, + 1774.199951171875, + 1776.4000244140625, + 1782.199951171875, + 1779.4000244140625, + 1774.5999755859375, + 1774.5999755859375, + 1763.5999755859375, + 1761.199951171875, + 1761.0, + 1772.4000244140625, + 1768.5999755859375, + 1765.5999755859375, + 1765.4000244140625, + 1761.0, + 1760.0, + 1760.0, + 1759.800048828125, + 1760.199951171875, + 1761.0, + 1762.5999755859375, + 1767.5999755859375, + 1763.5999755859375, + 1765.0, + 1769.0, + 1768.0, + 1768.0, + 1773.800048828125, + 1772.4000244140625, + 1783.4000244140625, + 1781.5999755859375, + 1781.0, + 1780.4000244140625, + 1783.4000244140625, + 1784.0, + 1786.4000244140625, + 1793.5999755859375, + 1790.5999755859375, + 1791.0, + 1790.0, + 1790.800048828125, + 1792.800048828125, + 1792.4000244140625, + 1797.0, + 1802.5999755859375, + 1796.0, + 1794.800048828125, + 1793.5999755859375, + 1798.199951171875, + 1798.0, + 1797.199951171875, + 1800.199951171875, + 1800.0, + 1795.800048828125, + 1796.5999755859375, + 1790.4000244140625, + 1786.800048828125, + 1785.800048828125, + 1779.199951171875, + 1782.0, + 1782.0, + 1781.4000244140625, + 1781.0, + 1779.199951171875, + 1773.0, + 1773.4000244140625, + 1776.199951171875, + 1778.0, + 1770.4000244140625, + 1771.199951171875, + 1770.4000244140625, + 1767.800048828125, + 1768.199951171875, + 1757.800048828125, + 1759.199951171875, + 1764.0, + 1755.800048828125, + 1758.5999755859375, + 1757.5999755859375, + 1757.0, + 1756.4000244140625, + 1757.0, + 1748.4000244140625, + 1751.199951171875, + 1750.800048828125, + 1751.800048828125, + 1757.800048828125, + 1757.5999755859375, + 1757.5999755859375, + 1758.5999755859375, + 1771.0, + 1771.800048828125, + 1771.800048828125, + 1777.4000244140625, + 1773.0, + 1776.199951171875, + 1781.0, + 1784.5999755859375, + 1789.0, + 1788.800048828125, + 1792.5999755859375, + 1794.4000244140625, + 1802.4000244140625, + 1798.5999755859375, + 1796.0, + 1796.5999755859375, + 1797.0, + 1793.0, + 1794.5999755859375, + 1790.4000244140625, + 1790.5999755859375, + 1790.4000244140625, + 1788.0, + 1787.5999755859375, + 1787.800048828125, + 1787.800048828125, + 1793.5999755859375, + 1789.0, + 1791.4000244140625, + 1791.5999755859375, + 1791.4000244140625, + 1795.5999755859375, + 1795.800048828125, + 1801.199951171875, + 1801.5999755859375, + 1806.199951171875, + 1815.4000244140625, + 1818.4000244140625, + 1818.5999755859375, + 1822.4000244140625, + 1818.5999755859375, + 1818.4000244140625, + 1822.0, + 1814.199951171875, + 1813.5999755859375, + 1811.800048828125, + 1812.199951171875, + 1812.199951171875, + 1811.800048828125, + 1802.800048828125, + 1804.5999755859375, + 1799.0, + 1799.199951171875, + 1799.0, + 1799.199951171875, + 1799.800048828125, + 1799.4000244140625, + 1797.800048828125, + 1797.0, + 1799.199951171875, + 1799.0, + 1797.5999755859375, + 1796.4000244140625, + 1801.4000244140625, + 1802.5999755859375, + 1810.199951171875, + 1811.0, + 1811.199951171875, + 1815.0, + 1814.5999755859375, + 1814.4000244140625, + 1814.0, + 1819.199951171875, + 1826.4000244140625, + 1826.800048828125, + 1826.199951171875, + 1824.5999755859375, + 1824.5999755859375, + 1825.199951171875, + 1827.0, + 1826.0, + 1826.199951171875, + 1826.5999755859375, + 1821.800048828125, + 1823.800048828125, + 1823.800048828125, + 1820.5999755859375, + 1821.5999755859375, + 1821.4000244140625, + 1816.5999755859375, + 1817.199951171875, + 1817.0, + 1813.5999755859375, + 1814.0, + 1814.800048828125, + 1818.5999755859375, + 1814.0, + 1814.4000244140625, + 1816.5999755859375, + 1816.800048828125, + 1817.0, + 1813.4000244140625, + 1813.4000244140625, + 1813.800048828125, + 1810.5999755859375, + 1814.199951171875, + 1810.4000244140625, + 1803.199951171875, + 1807.0, + 1807.0, + 1806.800048828125, + 1811.199951171875, + 1811.800048828125, + 1811.800048828125, + 1812.4000244140625, + 1816.0, + 1816.4000244140625, + 1816.5999755859375, + 1817.0, + 1822.4000244140625, + 1818.800048828125, + 1819.4000244140625, + 1818.5999755859375, + 1822.4000244140625, + 1820.5999755859375, + 1809.4000244140625, + 1809.199951171875, + 1812.0, + 1812.800048828125, + 1818.199951171875, + 1823.800048828125, + 1824.199951171875, + 1819.5999755859375, + 1820.5999755859375, + 1820.4000244140625, + 1819.4000244140625, + 1819.4000244140625, + 1818.5999755859375, + 1818.5999755859375, + 1818.800048828125, + 1817.4000244140625, + 1813.800048828125, + 1811.199951171875, + 1805.0, + 1803.199951171875, + 1802.4000244140625, + 1802.199951171875, + 1809.800048828125, + 1812.0, + 1812.4000244140625, + 1813.4000244140625, + 1812.800048828125, + 1813.199951171875, + 1807.800048828125, + 1813.199951171875, + 1812.800048828125, + 1812.5999755859375, + 1814.4000244140625, + 1813.800048828125, + 1813.4000244140625, + 1815.4000244140625, + 1814.5999755859375, + 1814.4000244140625, + 1815.5999755859375, + 1820.800048828125, + 1824.199951171875, + 1831.0, + 1831.4000244140625, + 1834.800048828125, + 1834.4000244140625, + 1836.199951171875, + 1832.800048828125, + 1832.5999755859375, + 1832.5999755859375, + 1833.0, + 1834.0, + 1840.199951171875, + 1838.0, + 1838.0, + 1837.199951171875, + 1835.5999755859375, + 1836.0, + 1836.5999755859375, + 1834.800048828125, + 1834.5999755859375, + 1832.5999755859375, + 1829.199951171875, + 1832.199951171875, + 1831.4000244140625, + 1831.199951171875, + 1830.0, + 1830.199951171875, + 1825.199951171875, + 1825.4000244140625, + 1826.0, + 1825.5999755859375, + 1820.5999755859375, + 1820.199951171875, + 1820.199951171875, + 1821.5999755859375, + 1822.5999755859375, + 1822.800048828125, + 1823.4000244140625, + 1817.4000244140625, + 1818.0, + 1820.0, + 1820.5999755859375, + 1823.4000244140625, + 1825.5999755859375, + 1825.4000244140625, + 1826.199951171875, + 1826.5999755859375, + 1825.199951171875, + 1825.5999755859375, + 1821.199951171875, + 1828.4000244140625, + 1824.800048828125, + 1825.800048828125, + 1829.0, + 1829.800048828125, + 1829.800048828125, + 1829.4000244140625, + 1829.199951171875, + 1829.0, + 1828.5999755859375 + ], + "strengths": [ + -29.400001525878906, + -12.828575134277344, + 26.506973266601562, + 43.24285888671875, + 59.50908660888672, + 74.29619598388672, + 84.53406524658203, + 95.20000457763672, + 114.20000457763672, + 133.39999389648438, + 153.39999389648438, + 160.20001220703125, + 167.60000610351562, + 172.60000610351562, + 177.20001220703125, + 182.0, + 184.60000610351562, + 188.39999389648438, + 187.60000610351562, + 189.20001220703125, + 192.80001831054688, + 210.60000610351562, + 214.80001831054688, + 223.80001831054688, + 228.39999389648438, + 234.20001220703125, + 243.20001220703125, + 244.60000610351562, + 246.0, + 246.20001220703125, + 249.0, + 244.20001220703125, + 250.20001220703125, + 250.60000610351562, + 253.0, + 259.8000183105469, + 261.3999938964844, + 262.8000183105469, + 273.6000061035156, + 279.0, + 283.8000183105469, + 295.8000183105469, + 310.20001220703125, + 318.3999938964844, + 323.8000183105469, + 325.8000183105469, + 324.0, + 340.0, + 345.6000061035156, + 350.6000061035156, + 361.3999938964844, + 365.3999938964844, + 363.20001220703125, + 368.20001220703125, + 370.20001220703125, + 376.3999938964844, + 376.20001220703125, + 380.6000061035156, + 377.3999938964844, + 382.3999938964844, + 384.20001220703125, + 386.8000183105469, + 392.6000061035156, + 400.8000183105469, + 396.20001220703125, + 406.3999938964844, + 417.0, + 418.0, + 419.3999938964844, + 413.8000183105469, + 416.20001220703125, + 414.20001220703125, + 419.20001220703125, + 437.6000061035156, + 441.6000061035156, + 437.6000061035156, + 431.6000061035156, + 429.0, + 431.3999938964844, + 433.8000183105469, + 432.1999816894531, + 440.6000061035156, + 439.6000061035156, + 444.6000061035156, + 437.8000183105469, + 443.0000305175781, + 438.8000183105469, + 439.8000183105469, + 436.6000061035156, + 439.6000061035156, + 448.8000183105469, + 453.3999938964844, + 456.0000305175781, + 460.6000061035156, + 450.6000061035156, + 459.1999816894531, + 471.1999816894531, + 473.3999938964844, + 480.0000305175781, + 473.6000061035156, + 483.0000305175781, + 483.6000061035156, + 481.6000061035156, + 478.3999938964844, + 472.3999938964844, + 485.6000061035156, + 481.0000305175781, + 488.1999816894531, + 492.8000183105469, + 495.6000061035156, + 502.1999816894531, + 513.5999755859375, + 520.199951171875, + 521.199951171875, + 534.0, + 544.3999633789062, + 552.199951171875, + 556.5999755859375, + 566.7999877929688, + 578.3999633789062, + 587.3999633789062, + 583.0, + 582.199951171875, + 567.5999755859375, + 567.3999633789062, + 569.3999633789062, + 571.3999633789062, + 579.0, + 584.0, + 596.0, + 605.7999877929688, + 612.5999755859375, + 616.0, + 614.7999877929688, + 630.7999877929688, + 642.199951171875, + 655.3999633789062, + 672.0, + 684.5999755859375, + 711.7999877929688, + 741.3999633789062, + 744.0, + 765.0, + 772.0, + 784.0, + 792.0, + 804.5999755859375, + 836.7999877929688, + 856.199951171875, + 872.199951171875, + 887.7999877929688, + 900.0, + 919.3999633789062, + 929.0, + 945.7999267578125, + 953.0, + 971.7999267578125, + 985.0, + 1002.199951171875, + 1010.4000244140625, + 1028.7999267578125, + 1038.199951171875, + 1037.199951171875, + 1058.199951171875, + 1074.5999755859375, + 1080.7999267578125, + 1077.4000244140625, + 1090.199951171875, + 1102.7999267578125, + 1109.5999755859375, + 1122.0, + 1125.0, + 1139.199951171875, + 1141.5999755859375, + 1162.5999755859375, + 1169.4000244140625, + 1170.7999267578125, + 1164.5999755859375, + 1170.4000244140625, + 1170.5999755859375, + 1170.5999755859375, + 1182.5999755859375, + 1186.4000244140625, + 1188.7999267578125, + 1194.7999267578125, + 1193.0, + 1201.0, + 1201.4000244140625, + 1220.0, + 1219.4000244140625, + 1228.7999267578125, + 1244.4000244140625, + 1248.199951171875, + 1247.4000244140625, + 1243.4000244140625, + 1245.5999755859375, + 1249.199951171875, + 1252.7999267578125, + 1259.199951171875, + 1267.4000244140625, + 1286.0, + 1290.4000244140625, + 1281.5999755859375, + 1298.199951171875, + 1314.0, + 1316.0, + 1318.5999755859375, + 1307.199951171875, + 1310.199951171875, + 1313.4000244140625, + 1317.7999267578125, + 1319.199951171875, + 1324.0, + 1336.199951171875, + 1332.4000244140625, + 1342.199951171875, + 1334.5999755859375, + 1331.5999755859375, + 1330.199951171875, + 1336.199951171875, + 1326.199951171875, + 1330.0, + 1340.4000244140625, + 1336.199951171875, + 1338.0, + 1337.5999755859375, + 1339.5999755859375, + 1358.4000244140625, + 1363.7999267578125, + 1368.0, + 1356.5999755859375, + 1353.7999267578125, + 1356.199951171875, + 1355.0, + 1358.4000244140625, + 1344.7999267578125, + 1359.0, + 1371.5999755859375, + 1372.4000244140625, + 1363.5999755859375, + 1368.0, + 1357.0, + 1358.7999267578125, + 1366.5999755859375, + 1368.199951171875, + 1367.4000244140625, + 1366.4000244140625, + 1371.4000244140625, + 1379.4000244140625, + 1373.199951171875, + 1373.7999267578125, + 1390.7999267578125, + 1393.4000244140625, + 1393.7999267578125, + 1389.7999267578125, + 1403.4000244140625, + 1409.0, + 1410.7999267578125, + 1416.199951171875, + 1437.4000244140625, + 1448.7999267578125, + 1445.7999267578125, + 1463.199951171875, + 1466.199951171875, + 1468.7999267578125, + 1474.0, + 1485.4000244140625, + 1487.7999267578125, + 1482.7999267578125, + 1479.5999755859375, + 1483.0, + 1488.7999267578125, + 1492.7999267578125, + 1490.7999267578125, + 1495.0, + 1480.7999267578125, + 1473.0, + 1483.7999267578125, + 1474.4000244140625, + 1461.7999267578125, + 1463.0, + 1459.0, + 1458.7999267578125, + 1459.0, + 1456.5999755859375, + 1452.4000244140625, + 1452.7999267578125, + 1451.4000244140625, + 1454.7999267578125, + 1462.5999755859375, + 1468.7999267578125, + 1462.0, + 1468.0, + 1462.5999755859375, + 1457.7999267578125, + 1453.7999267578125, + 1469.5999755859375, + 1457.7999267578125, + 1456.199951171875, + 1454.7999267578125, + 1468.199951171875, + 1454.7999267578125, + 1455.0, + 1448.7999267578125, + 1447.5999755859375, + 1452.7999267578125, + 1443.7999267578125, + 1440.0, + 1440.7999267578125, + 1430.5999755859375, + 1428.0, + 1423.0, + 1422.4000244140625, + 1414.199951171875, + 1419.199951171875, + 1415.4000244140625, + 1413.7999267578125, + 1429.0, + 1444.5999755859375, + 1452.4000244140625, + 1459.5999755859375, + 1466.0, + 1481.199951171875, + 1487.5999755859375, + 1491.0, + 1492.0, + 1490.0, + 1499.5999755859375, + 1506.199951171875, + 1513.7999267578125, + 1515.5999755859375, + 1521.199951171875, + 1525.5999755859375, + 1534.5999755859375, + 1534.4000244140625, + 1539.5999755859375, + 1548.7999267578125, + 1558.4000244140625, + 1558.0, + 1550.4000244140625, + 1553.199951171875, + 1552.5999755859375, + 1548.199951171875, + 1535.5999755859375, + 1531.0, + 1535.199951171875, + 1531.5999755859375, + 1530.4000244140625, + 1534.7999267578125, + 1532.0, + 1533.4000244140625, + 1522.4000244140625, + 1520.199951171875, + 1520.199951171875, + 1526.5999755859375, + 1517.5999755859375, + 1518.7999267578125, + 1517.7999267578125, + 1512.199951171875, + 1516.0, + 1508.4000244140625, + 1512.4000244140625, + 1510.4000244140625, + 1508.0, + 1516.4000244140625, + 1514.199951171875, + 1521.5999755859375, + 1515.5999755859375, + 1516.4000244140625, + 1514.5999755859375, + 1517.5999755859375, + 1514.0, + 1527.4000244140625, + 1517.4000244140625, + 1530.199951171875, + 1533.4000244140625, + 1537.7999267578125, + 1542.199951171875, + 1539.7999267578125, + 1533.5999755859375, + 1535.199951171875, + 1525.7999267578125, + 1523.4000244140625, + 1515.199951171875, + 1511.0, + 1514.4000244140625, + 1508.5999755859375, + 1509.4000244140625, + 1518.0, + 1516.4000244140625, + 1511.4000244140625, + 1511.199951171875, + 1505.199951171875, + 1502.0, + 1506.7999267578125, + 1507.199951171875, + 1503.199951171875, + 1500.199951171875, + 1498.5999755859375, + 1497.7999267578125, + 1514.4000244140625, + 1513.0, + 1523.0, + 1529.0, + 1541.7999267578125, + 1554.199951171875, + 1555.4000244140625, + 1551.5999755859375, + 1555.0, + 1550.7999267578125, + 1548.7999267578125, + 1551.0, + 1557.4000244140625, + 1566.7999267578125, + 1574.5999755859375, + 1580.7999267578125, + 1584.4000244140625, + 1588.5999755859375, + 1591.7999267578125, + 1597.0, + 1601.5999755859375, + 1597.0, + 1597.199951171875, + 1601.0, + 1596.7999267578125, + 1598.199951171875, + 1598.4000244140625, + 1593.5999755859375, + 1600.5999755859375, + 1605.5999755859375, + 1613.5999755859375, + 1615.0, + 1620.199951171875, + 1620.5999755859375, + 1615.4000244140625, + 1608.7999267578125, + 1609.5999755859375, + 1608.4000244140625, + 1607.5999755859375, + 1608.5999755859375, + 1609.0, + 1613.199951171875, + 1611.7999267578125, + 1616.0, + 1619.0, + 1623.0, + 1620.199951171875, + 1618.0, + 1611.5999755859375, + 1616.4000244140625, + 1616.5999755859375, + 1619.0, + 1621.7999267578125, + 1622.5999755859375, + 1622.7999267578125, + 1620.7999267578125, + 1627.7999267578125, + 1632.199951171875, + 1630.5999755859375, + 1632.4000244140625, + 1635.5999755859375, + 1631.5999755859375, + 1630.0, + 1625.5999755859375, + 1620.0, + 1614.7999267578125, + 1613.7999267578125, + 1609.0, + 1608.7999267578125, + 1620.4000244140625, + 1622.199951171875, + 1615.0, + 1607.199951171875, + 1615.4000244140625, + 1610.199951171875, + 1611.199951171875, + 1610.0, + 1619.0, + 1619.5999755859375, + 1609.5999755859375, + 1612.7999267578125, + 1614.199951171875, + 1611.4000244140625, + 1610.199951171875, + 1612.4000244140625, + 1617.5999755859375, + 1626.7999267578125, + 1631.4000244140625, + 1635.4000244140625, + 1640.4000244140625, + 1644.4000244140625, + 1644.4000244140625, + 1646.199951171875, + 1645.5999755859375, + 1650.4000244140625, + 1646.0, + 1645.5999755859375, + 1638.4000244140625, + 1636.7999267578125, + 1642.199951171875, + 1641.0, + 1652.199951171875, + 1653.4000244140625, + 1640.7999267578125, + 1634.0, + 1643.4000244140625, + 1639.0, + 1639.199951171875, + 1635.7999267578125, + 1641.4000244140625, + 1640.4000244140625, + 1638.7999267578125, + 1632.5999755859375, + 1633.4000244140625, + 1630.4000244140625, + 1625.0, + 1635.7999267578125, + 1636.0, + 1637.5999755859375, + 1642.4000244140625, + 1643.0, + 1632.7999267578125, + 1632.199951171875, + 1627.0, + 1625.0, + 1639.7999267578125, + 1643.5999755859375, + 1638.5999755859375, + 1636.199951171875, + 1639.5999755859375, + 1639.5999755859375, + 1638.0, + 1640.4000244140625, + 1637.4000244140625, + 1640.0, + 1632.4000244140625, + 1634.199951171875, + 1633.0, + 1626.0, + 1627.0, + 1627.199951171875, + 1626.7999267578125, + 1627.7999267578125, + 1620.4000244140625, + 1621.7999267578125, + 1624.199951171875, + 1624.7999267578125, + 1627.4000244140625, + 1629.7999267578125, + 1635.0, + 1643.199951171875, + 1641.199951171875, + 1638.199951171875, + 1639.7999267578125, + 1642.199951171875, + 1641.4000244140625, + 1650.199951171875, + 1649.7999267578125, + 1651.199951171875, + 1650.7999267578125, + 1664.0, + 1664.5999755859375, + 1671.199951171875, + 1676.199951171875, + 1676.5999755859375, + 1686.7999267578125, + 1691.4000244140625, + 1691.199951171875, + 1692.4000244140625, + 1686.0, + 1682.4000244140625, + 1675.199951171875, + 1674.199951171875, + 1677.199951171875, + 1681.0, + 1678.7999267578125, + 1679.199951171875, + 1676.0, + 1675.199951171875, + 1678.5999755859375, + 1679.5999755859375, + 1680.199951171875, + 1674.5999755859375, + 1671.0, + 1659.0, + 1658.7999267578125, + 1653.4000244140625, + 1645.4000244140625, + 1632.5999755859375, + 1632.7999267578125, + 1632.4000244140625, + 1634.4000244140625, + 1637.0, + 1640.0, + 1641.199951171875, + 1639.0, + 1639.0, + 1634.5999755859375, + 1631.0, + 1638.7999267578125, + 1638.199951171875, + 1635.4000244140625, + 1632.7999267578125, + 1633.5999755859375, + 1636.7999267578125, + 1638.199951171875, + 1647.199951171875, + 1647.7999267578125, + 1649.0, + 1650.7999267578125, + 1648.5999755859375, + 1649.7999267578125, + 1645.4000244140625, + 1647.4000244140625, + 1648.5999755859375, + 1643.0, + 1642.199951171875, + 1642.5999755859375, + 1642.5999755859375, + 1649.4000244140625, + 1653.5999755859375, + 1649.5999755859375, + 1652.0, + 1652.5999755859375, + 1661.4000244140625, + 1661.4000244140625, + 1664.4000244140625, + 1669.4000244140625, + 1670.7999267578125, + 1665.5999755859375, + 1668.5999755859375, + 1668.4000244140625, + 1672.4000244140625, + 1684.4000244140625, + 1685.4000244140625, + 1690.5999755859375, + 1690.0, + 1695.199951171875, + 1699.7999267578125, + 1701.0, + 1703.4000244140625, + 1703.199951171875, + 1703.199951171875, + 1701.5999755859375, + 1700.0, + 1699.5999755859375, + 1701.5999755859375, + 1703.199951171875, + 1704.199951171875, + 1702.4000244140625, + 1698.7999267578125, + 1706.0, + 1706.199951171875, + 1703.199951171875, + 1706.4000244140625, + 1705.0, + 1705.4000244140625, + 1702.5999755859375, + 1702.5999755859375, + 1705.5999755859375, + 1695.5999755859375, + 1695.7999267578125, + 1696.0, + 1693.7999267578125, + 1694.4000244140625, + 1690.5999755859375, + 1690.5999755859375, + 1690.199951171875, + 1689.7999267578125, + 1689.199951171875, + 1689.7999267578125, + 1695.4000244140625, + 1694.7999267578125, + 1683.7999267578125, + 1684.199951171875, + 1688.7999267578125, + 1687.7999267578125, + 1694.0, + 1694.199951171875, + 1697.4000244140625, + 1696.7999267578125, + 1696.4000244140625, + 1696.5999755859375, + 1695.199951171875, + 1694.7999267578125, + 1692.5999755859375, + 1692.7999267578125, + 1695.0, + 1700.7999267578125, + 1698.0, + 1693.199951171875, + 1693.199951171875, + 1682.199951171875, + 1679.7999267578125, + 1679.5999755859375, + 1691.0, + 1687.199951171875, + 1684.199951171875, + 1684.0, + 1679.5999755859375, + 1678.5999755859375, + 1678.5999755859375, + 1678.4000244140625, + 1678.7999267578125, + 1679.5999755859375, + 1681.199951171875, + 1686.199951171875, + 1682.199951171875, + 1683.5999755859375, + 1687.5999755859375, + 1686.5999755859375, + 1686.5999755859375, + 1692.4000244140625, + 1691.0, + 1702.0, + 1700.199951171875, + 1699.5999755859375, + 1699.0, + 1702.0, + 1702.5999755859375, + 1705.0, + 1712.199951171875, + 1709.199951171875, + 1709.5999755859375, + 1708.5999755859375, + 1709.4000244140625, + 1711.4000244140625, + 1711.0, + 1715.5999755859375, + 1721.199951171875, + 1714.5999755859375, + 1713.4000244140625, + 1712.199951171875, + 1716.7999267578125, + 1716.5999755859375, + 1715.7999267578125, + 1718.7999267578125, + 1718.5999755859375, + 1714.4000244140625, + 1715.199951171875, + 1709.0, + 1705.4000244140625, + 1704.4000244140625, + 1697.7999267578125, + 1700.5999755859375, + 1700.5999755859375, + 1700.0, + 1699.5999755859375, + 1697.7999267578125, + 1691.5999755859375, + 1692.0, + 1694.7999267578125, + 1696.5999755859375, + 1689.0, + 1689.7999267578125, + 1689.0, + 1686.4000244140625, + 1686.7999267578125, + 1676.4000244140625, + 1677.7999267578125, + 1682.5999755859375, + 1674.4000244140625, + 1677.199951171875, + 1676.199951171875, + 1675.5999755859375, + 1675.0, + 1675.5999755859375, + 1667.0, + 1669.7999267578125, + 1669.4000244140625, + 1670.4000244140625, + 1676.4000244140625, + 1676.199951171875, + 1676.199951171875, + 1677.199951171875, + 1689.5999755859375, + 1690.4000244140625, + 1690.4000244140625, + 1696.0, + 1691.5999755859375, + 1694.7999267578125, + 1699.5999755859375, + 1703.199951171875, + 1707.5999755859375, + 1707.4000244140625, + 1711.199951171875, + 1713.0, + 1721.0, + 1717.199951171875, + 1714.5999755859375, + 1715.199951171875, + 1715.5999755859375, + 1711.5999755859375, + 1713.199951171875, + 1709.0, + 1709.199951171875, + 1709.0, + 1706.5999755859375, + 1706.199951171875, + 1706.4000244140625, + 1706.4000244140625, + 1712.199951171875, + 1707.5999755859375, + 1710.0, + 1710.199951171875, + 1710.0, + 1714.199951171875, + 1714.4000244140625, + 1719.7999267578125, + 1720.199951171875, + 1724.7999267578125, + 1734.0, + 1737.0, + 1737.199951171875, + 1741.0, + 1737.199951171875, + 1737.0, + 1740.5999755859375, + 1732.7999267578125, + 1732.199951171875, + 1730.4000244140625, + 1730.7999267578125, + 1730.7999267578125, + 1730.4000244140625, + 1721.4000244140625, + 1723.199951171875, + 1717.5999755859375, + 1717.7999267578125, + 1717.5999755859375, + 1717.7999267578125, + 1718.4000244140625, + 1718.0, + 1716.4000244140625, + 1715.5999755859375, + 1717.7999267578125, + 1717.5999755859375, + 1716.199951171875, + 1715.0, + 1720.0, + 1721.199951171875, + 1728.7999267578125, + 1729.5999755859375, + 1729.7999267578125, + 1733.5999755859375, + 1733.199951171875, + 1733.0, + 1732.5999755859375, + 1737.7999267578125, + 1745.0, + 1745.4000244140625, + 1744.7999267578125, + 1743.199951171875, + 1743.199951171875, + 1743.7999267578125, + 1745.5999755859375, + 1744.5999755859375, + 1744.7999267578125, + 1745.199951171875, + 1740.4000244140625, + 1742.4000244140625, + 1742.4000244140625, + 1739.199951171875, + 1740.199951171875, + 1740.0, + 1735.199951171875, + 1735.7999267578125, + 1735.5999755859375, + 1732.199951171875, + 1732.5999755859375, + 1733.4000244140625, + 1737.199951171875, + 1732.5999755859375, + 1733.0, + 1735.199951171875, + 1735.4000244140625, + 1735.5999755859375, + 1732.0, + 1732.0, + 1732.4000244140625, + 1729.199951171875, + 1732.7999267578125, + 1729.0, + 1721.7999267578125, + 1725.5999755859375, + 1725.5999755859375, + 1725.4000244140625, + 1729.7999267578125, + 1730.4000244140625, + 1730.4000244140625, + 1731.0, + 1734.5999755859375, + 1735.0, + 1735.199951171875, + 1735.5999755859375, + 1741.0, + 1737.4000244140625, + 1738.0, + 1737.199951171875, + 1741.0, + 1739.199951171875, + 1728.0, + 1727.7999267578125, + 1730.5999755859375, + 1731.4000244140625, + 1736.7999267578125, + 1742.4000244140625, + 1742.7999267578125, + 1738.199951171875, + 1739.199951171875, + 1739.0, + 1738.0, + 1738.0, + 1737.199951171875, + 1737.199951171875, + 1737.4000244140625, + 1736.0, + 1732.4000244140625, + 1729.7999267578125, + 1723.5999755859375, + 1721.7999267578125, + 1721.0, + 1720.7999267578125, + 1728.4000244140625, + 1730.5999755859375, + 1731.0, + 1732.0, + 1731.4000244140625, + 1731.7999267578125, + 1726.4000244140625, + 1731.7999267578125, + 1731.4000244140625, + 1731.199951171875, + 1733.0, + 1732.4000244140625, + 1732.0, + 1734.0, + 1733.199951171875, + 1733.0, + 1734.199951171875, + 1739.4000244140625, + 1742.7999267578125, + 1749.5999755859375, + 1750.0, + 1753.4000244140625, + 1753.0, + 1754.7999267578125, + 1751.4000244140625, + 1751.199951171875, + 1751.199951171875, + 1751.5999755859375, + 1752.5999755859375, + 1758.7999267578125, + 1756.5999755859375, + 1756.5999755859375, + 1755.7999267578125, + 1754.199951171875, + 1754.5999755859375, + 1755.199951171875, + 1753.4000244140625, + 1753.199951171875, + 1751.199951171875, + 1747.7999267578125, + 1750.7999267578125, + 1750.0, + 1749.7999267578125, + 1748.5999755859375, + 1748.7999267578125, + 1743.7999267578125, + 1744.0, + 1744.5999755859375, + 1744.199951171875, + 1739.199951171875, + 1738.7999267578125, + 1738.7999267578125, + 1740.199951171875, + 1741.199951171875, + 1741.4000244140625, + 1742.0, + 1736.0, + 1736.5999755859375, + 1738.5999755859375, + 1739.199951171875, + 1742.0, + 1744.199951171875, + 1744.0, + 1744.7999267578125, + 1745.199951171875, + 1743.7999267578125, + 1744.199951171875, + 1739.7999267578125, + 1747.0, + 1743.4000244140625, + 1744.4000244140625, + 1747.5999755859375, + 1748.4000244140625, + 1748.4000244140625, + 1748.0, + 1747.7999267578125, + 1747.5999755859375, + 1747.199951171875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 8.48105555633083e-05, + 0.00017160229617729783, + -5.87470167374704e-05, + -4.901853571936954e-06, + 5.031161890656222e-06, + 8.213148248614743e-06, + 9.409734047949314e-06, + 9.836516255745664e-06, + 9.873563612927683e-06, + 9.711771781439893e-06, + 9.467024028708693e-06, + 9.189004231302533e-06, + 8.904758033168036e-06, + 8.625403097539674e-06, + 8.3554805314634e-06, + 8.099897058855277e-06, + 7.857143828005064e-06, + 7.632086635567248e-06, + 7.420307611027965e-06, + 7.218858172564069e-06, + 7.014485163381323e-06, + 6.821601800766075e-06, + 6.635541922150878e-06, + 6.459626547439257e-06, + 6.292212674452458e-06, + 6.13076554145664e-06, + 5.9796952882607e-06, + 5.837839125888422e-06, + 5.704835984943202e-06, + 5.578475793299731e-06, + 5.46166756976163e-06, + 5.3485841817746405e-06, + 5.241427970759105e-06, + 5.138891992828576e-06, + 5.039033567300066e-06, + 4.943672593071824e-06, + 4.852535312238615e-06, + 4.7623257160012145e-06, + 4.67489962829859e-06, + 4.5903329919383395e-06, + 4.506538516579894e-06, + 4.423113296070369e-06, + 4.341873136581853e-06, + 4.263448772690026e-06, + 4.188452749076532e-06, + 4.117432126804488e-06, + 4.046437425131444e-06, + 3.977721462433692e-06, + 3.911290150426794e-06, + 3.846014806185849e-06, + 3.7830793644388905e-06, + 3.723333293237374e-06, + 3.6654071209341055e-06, + 3.6096560052101268e-06, + 3.5553523503040196e-06, + 3.50330969922652e-06, + 3.4527731713751564e-06, + 3.404618155400385e-06, + 3.357680498083937e-06, + 3.3122857985290466e-06, + 3.268259206379298e-06, + 3.2251894026558148e-06, + 3.1828064948058454e-06, + 3.142390823995811e-06, + 3.1023744213598548e-06, + 3.0627534215454943e-06, + 3.024419129360467e-06, + 2.9872649065509904e-06, + 2.9518148494389607e-06, + 2.917299525506678e-06, + 2.8840236154792365e-06, + 2.8513791221485008e-06, + 2.8183628728584154e-06, + 2.786094682960538e-06, + 2.7551031962502748e-06, + 2.725442300288705e-06, + 2.6968032216245774e-06, + 2.6688098841987085e-06, + 2.641438641148852e-06, + 2.6149079985771095e-06, + 2.5885881314025028e-06, + 2.563027919677552e-06, + 2.5378569716849597e-06, + 2.5137082957371604e-06, + 2.489888402124052e-06, + 2.4668786409165477e-06, + 2.4443747861369047e-06, + 2.4225644210673636e-06, + 2.401116034889128e-06, + 2.379729949097964e-06, + 2.35863126363256e-06, + 2.3379066078632604e-06, + 2.3174577563622734e-06, + 2.2979052118898835e-06, + 2.278421561641153e-06, + 2.2588790216104826e-06, + 2.2396891381504247e-06, + 2.2206700123206247e-06, + 2.202320956712356e-06, + 2.184017603212851e-06, + 2.1660923721356085e-06, + 2.148625299014384e-06, + 2.131638666469371e-06, + 2.115208189934492e-06, + 2.0986617528251372e-06, + 2.0826048512390116e-06, + 2.0666350337705808e-06, + 2.0508389297901886e-06, + 2.0352711089799413e-06, + 2.0198117454128806e-06, + 2.0043205495312577e-06, + 1.9889503164449707e-06, + 1.973862481463584e-06, + 1.9587187125580385e-06, + 1.943598135767388e-06, + 1.9285794223833364e-06, + 1.9137551134917885e-06, + 1.898973096103873e-06, + 1.8842055169443483e-06, + 1.8695258177103824e-06, + 1.855261189120938e-06, + 1.8413086309010396e-06, + 1.827976461754588e-06, + 1.8149059997085715e-06, + 1.8020394918494276e-06, + 1.7893714812089456e-06, + 1.7767769122656318e-06, + 1.7643128558120225e-06, + 1.7518337926958338e-06, + 1.739392359922931e-06, + 1.7270529042434646e-06, + 1.7148828419522033e-06, + 1.7029666423695744e-06, + 1.690972226242593e-06, + 1.6789962273833225e-06, + 1.6670119293848984e-06, + 1.6549666952414555e-06, + 1.6429411289209384e-06, + 1.6306934185195132e-06, + 1.6182067383851972e-06, + 1.6059449308158946e-06, + 1.5936083173073712e-06, + 1.581428819008579e-06, + 1.5693279920014902e-06, + 1.5573689324810402e-06, + 1.545483087284083e-06, + 1.5333945384554681e-06, + 1.521305307505827e-06, + 1.509270646238292e-06, + 1.4973015822761226e-06, + 1.4854467735858634e-06, + 1.4736161801920389e-06, + 1.4619389503423008e-06, + 1.4503260672427132e-06, + 1.438895537830831e-06, + 1.427509459972498e-06, + 1.4162367278913734e-06, + 1.4050339132154477e-06, + 1.3940023109171307e-06, + 1.3830307352691307e-06, + 1.3722159337703488e-06, + 1.3616595424537081e-06, + 1.3511356655726559e-06, + 1.3406942116489518e-06, + 1.3304328376761987e-06, + 1.3204345350459334e-06, + 1.3105432117299642e-06, + 1.3007603456571815e-06, + 1.2911352769151563e-06, + 1.2816171874874271e-06, + 1.2722823612421053e-06, + 1.2630351875486667e-06, + 1.2539686622403678e-06, + 1.2449340829334687e-06, + 1.2360421806079103e-06, + 1.2273291076780879e-06, + 1.2188430673631956e-06, + 1.2104904953957885e-06, + 1.2023064073218848e-06, + 1.1942863693548134e-06, + 1.1863453437399585e-06, + 1.1785363085436984e-06, + 1.1708644933605683e-06, + 1.1633031817837036e-06, + 1.1558977348613553e-06, + 1.1485838058433728e-06, + 1.1414047094149282e-06, + 1.1342505104039446e-06, + 1.1272328492850647e-06, + 1.120291472034296e-06, + 1.1133913631056203e-06, + 1.1065970966228633e-06, + 1.0999302730851923e-06, + 1.0934035117315943e-06, + 1.086980205400323e-06, + 1.0806505770233343e-06, + 1.0744123528638738e-06, + 1.0682496167646605e-06, + 1.0621525916576502e-06, + 1.056071482707921e-06, + 1.050073592523404e-06, + 1.0442164466439863e-06, + 1.0383822655057884e-06, + 1.0325755965823191e-06, + 1.0268568075844087e-06, + 1.0212212373517104e-06, + 1.0157247061215458e-06, + 1.0103034355779528e-06, + 1.0049549246105016e-06, + 9.996726930694422e-07, + 9.944668590833317e-07, + 9.893226433632663e-07, + 9.842107147051138e-07, + 9.791910997591913e-07, + 9.742109341459582e-07, + 9.693330866866745e-07, + 9.645380032452522e-07, + 9.598174983693752e-07, + 9.551438324706396e-07, + 9.505712910140574e-07, + 9.460500223212875e-07, + 9.415571753379481e-07, + 9.371404985358822e-07, + 9.327785619461793e-07, + 9.284772772844008e-07, + 9.24227549603529e-07, + 9.199761734635103e-07, + 9.157653835245583e-07, + 9.115983061747102e-07, + 9.075205866793112e-07, + 9.03504258076282e-07, + 8.995325515570585e-07, + 8.956150736594282e-07, + 8.917374998418381e-07, + 8.879466690814297e-07, + 8.841631142786355e-07, + 8.803919513411529e-07, + 8.766651831138006e-07, + 8.730075933272019e-07, + 8.693824042893539e-07, + 8.658293495500402e-07, + 8.623134135632426e-07, + 8.58818737015099e-07, + 8.553607813155395e-07, + 8.51944889745937e-07, + 8.485705507155217e-07, + 8.452224165012012e-07, + 8.418930406151048e-07, + 8.386160175177793e-07, + 8.353740668098908e-07, + 8.321286486534518e-07, + 8.289133006655902e-07, + 8.257326840066526e-07, + 8.225960641539132e-07, + 8.194632528102375e-07, + 8.16352383026242e-07, + 8.132715265674051e-07, + 8.102122706077353e-07, + 8.071410206866858e-07, + 8.04079320460005e-07, + 8.010572400962701e-07, + 7.980320333444979e-07, + 7.950337135298469e-07, + 7.920625648694113e-07, + 7.891130167081428e-07, + 7.861726771807298e-07, + 7.83259224590438e-07, + 7.803865287314693e-07, + 7.775502126605716e-07, + 7.747370318611502e-07, + 7.719422683294397e-07, + 7.691690484534774e-07, + 7.664281156394281e-07, + 7.63707532769331e-07, + 7.61039984809031e-07, + 7.58412852519541e-07, + 7.557925982837332e-07, + 7.532144650213013e-07, + 7.506830570491729e-07, + 7.481736474801437e-07, + 7.456947059836239e-07, + 7.432392976625124e-07, + 7.408063993352698e-07, + 7.383998763543786e-07, + 7.36022116143431e-07, + 7.336652743106242e-07, + 7.313317951229692e-07, + 7.290137773452443e-07, + 7.26704115550092e-07, + 7.24405310847942e-07, + 7.221373721222335e-07, + 7.198801199592708e-07, + 7.176508916018065e-07, + 7.154480954341125e-07, + 7.132701398404606e-07, + 7.110872957127867e-07, + 7.089403766258329e-07, + 7.068138074828312e-07, + 7.047069630061742e-07, + 7.025984132269514e-07, + 7.005264137660561e-07, + 6.984711262703058e-07, + 6.964410772525298e-07, + 6.944289907551138e-07, + 6.924257149876212e-07, + 6.904506903993024e-07, + 6.88496356815449e-07, + 6.865560067126353e-07, + 6.846443625363463e-07, + 6.827506808804173e-07, + 6.808778039157914e-07, + 6.790197062400694e-07, + 6.771860512344574e-07, + 6.753594448127842e-07, + 6.735509714417276e-07, + 6.71757618420088e-07, + 6.699582399960491e-07, + 6.681524951090978e-07, + 6.663503882009536e-07, + 6.645527719228994e-07, + 6.62760555769637e-07, + 6.60963280552096e-07, + 6.59171689676441e-07, + 6.573893074346415e-07, + 6.556189759976405e-07, + 6.538641059705697e-07, + 6.521109412460646e-07, + 6.503630629595136e-07, + 6.486192773991206e-07, + 6.468862920883112e-07, + 6.451597869272518e-07, + 6.434409556277387e-07, + 6.417246822820744e-07, + 6.400212555490725e-07, + 6.383245363394963e-07, + 6.366301477100933e-07, + 6.349378054437693e-07, + 6.332583097901079e-07, + 6.315991640803986e-07, + 6.299490564742882e-07, + 6.283113975769083e-07, + 6.266900527407415e-07, + 6.250932074181037e-07, + 6.23512221409328e-07, + 6.219378292371402e-07, + 6.203779889801808e-07, + 6.188299153109256e-07, + 6.172879807309073e-07, + 6.157593475109024e-07, + 6.142396387076587e-07, + 6.127408482825558e-07, + 6.112541655056702e-07, + 6.097772597968287e-07, + 6.083038215365377e-07, + 6.068485731702822e-07, + 6.054015670997615e-07, + 6.039648496880545e-07, + 6.025425705047383e-07, + 6.011257482896326e-07, + 5.997249559186457e-07, + 5.983292226119374e-07, + 5.969440053377184e-07, + 5.955695883130829e-07, + 5.941961376265681e-07, + 5.928331461291236e-07, + 5.914719167776639e-07, + 5.901243866901495e-07, + 5.887843599339249e-07, + 5.874540534023254e-07, + 5.861292038389365e-07, + 5.848154387422255e-07, + 5.834979788232886e-07, + 5.821970603392401e-07, + 5.808930154671543e-07, + 5.795940296593471e-07, + 5.782991934211168e-07, + 5.770083930656256e-07, + 5.757273129347595e-07, + 5.744589657297183e-07, + 5.73196814457333e-07, + 5.71949613004108e-07, + 5.707116201847384e-07, + 5.694873834727332e-07, + 5.682734354195418e-07, + 5.670636369359272e-07, + 5.658652639795037e-07, + 5.646729164254793e-07, + 5.634805120280362e-07, + 5.622960088658147e-07, + 5.611219648926635e-07, + 5.599545715995191e-07, + 5.587981490862148e-07, + 5.576504236159963e-07, + 5.565052560996264e-07, + 5.55366057142237e-07, + 5.542358962884464e-07, + 5.531140914172283e-07, + 5.519993919733679e-07, + 5.508911158358387e-07, + 5.49776530078816e-07, + 5.486688792188943e-07, + 5.475598072735011e-07, + 5.464523269438359e-07, + 5.453415496958769e-07, + 5.442279302769748e-07, + 5.431194267657702e-07, + 5.420195634542324e-07, + 5.40923224434664e-07, + 5.39835696145019e-07, + 5.387552732827317e-07, + 5.376791136768588e-07, + 5.366041477827821e-07, + 5.355284429242602e-07, + 5.344531928130891e-07, + 5.333793637873896e-07, + 5.323088885234029e-07, + 5.31241312273778e-07, + 5.301772034727037e-07, + 5.291153684083838e-07, + 5.280561481413315e-07, + 5.270055112305272e-07, + 5.259603881313524e-07, + 5.249182208899583e-07, + 5.238842391008802e-07, + 5.22854804785311e-07, + 5.218305432208581e-07, + 5.208146376389777e-07, + 5.197995278649614e-07, + 5.18786521297443e-07, + 5.177737989470188e-07, + 5.167653398530092e-07, + 5.157589271220786e-07, + 5.147574597685889e-07, + 5.137642915542528e-07, + 5.127802182869345e-07, + 5.118006924931251e-07, + 5.10826737354364e-07, + 5.098582391838136e-07, + 5.088939474262588e-07, + 5.079342599856318e-07, + 5.069767894383403e-07, + 5.060249463895161e-07, + 5.050753202340275e-07, + 5.041287067797384e-07, + 5.031843670622038e-07, + 5.022463369641628e-07, + 5.013142185816832e-07, + 5.003902288081008e-07, + 4.994680580239219e-07, + 4.985502073395764e-07, + 4.976354261998495e-07, + 4.967234872310655e-07, + 4.95815470458183e-07, + 4.94911716941715e-07, + 4.940134203934576e-07, + 4.931155217491323e-07, + 4.922195557810483e-07, + 4.913287057206617e-07, + 4.904410957351502e-07, + 4.895559868600685e-07, + 4.886772444478993e-07, + 4.878034474131709e-07, + 4.869361305281927e-07, + 4.860758053837344e-07, + 4.852221877627017e-07, + 4.843729470849212e-07, + 4.83530129713472e-07, + 4.826912345379242e-07, + 4.818501224690408e-07, + 4.810119662579382e-07, + 4.801812565347063e-07, + 4.793582206730207e-07, + 4.785346732205653e-07, + 4.777175490744412e-07, + 4.769034944729356e-07, + 4.7609358944100677e-07, + 4.7528280333608564e-07, + 4.7447525730603957e-07, + 4.736762377888226e-07, + 4.7287917936955637e-07, + 4.7208487785610487e-07, + 4.712954648766754e-07, + 4.7051000251485675e-07, + 4.697268707332114e-07, + 4.6894456318113953e-07, + 4.681612608692376e-07, + 4.6737915226913174e-07, + 4.665985500196257e-07, + 4.658189425299497e-07, + 4.6504086981258297e-07, + 4.6426617927863845e-07, + 4.6349396143341437e-07, + 4.6272535314528795e-07, + 4.6195788172553875e-07, + 4.611956967437436e-07, + 4.6043695078878955e-07, + 4.596847702487139e-07, + 4.589364550611208e-07, + 4.5818893568139174e-07, + 4.574450827021792e-07, + 4.5669932546843484e-07, + 4.5595618303195806e-07, + 4.552217660602764e-07, + 4.544934313344129e-07, + 4.5376398816188157e-07, + 4.530394619450817e-07, + 4.5231783474264375e-07, + 4.516006981702958e-07, + 4.5088401634529873e-07, + 4.5017077354714274e-07, + 4.494610550409561e-07, + 4.4875690718981787e-07, + 4.480552888708189e-07, + 4.4735776327797794e-07, + 4.46665325171125e-07, + 4.459710396531591e-07, + 4.452794826192985e-07, + 4.4458991510509804e-07, + 4.4390117182047106e-07, + 4.4321492964627396e-07, + 4.4253562236917787e-07, + 4.418592425281531e-07, + 4.4118769437773153e-07, + 4.4051952841073216e-07, + 4.398479234168917e-07, + 4.391773700263002e-07, + 4.3851144937434583e-07, + 4.378491098577797e-07, + 4.371879356313002e-07, + 4.365293762020883e-07, + 4.358739715826232e-07, + 4.352201585788862e-07, + 4.3457006881908455e-07, + 4.3392140014475444e-07, + 4.332782168603444e-07, + 4.326367388785002e-07, + 4.3199815991101786e-07, + 4.31364696851233e-07, + 4.307332233111083e-07, + 4.30104023507738e-07, + 4.294772963930882e-07, + 4.2885255879809847e-07, + 4.2823296553251566e-07, + 4.276150775694987e-07, + 4.269985822702438e-07, + 4.26384076490649e-07, + 4.257709065313975e-07, + 4.251590155490703e-07, + 4.245474372055469e-07, + 4.2393509147586883e-07, + 4.233256731822621e-07, + 4.227196370720776e-07, + 4.221151925776212e-07, + 4.215120554817986e-07, + 4.209114479181153e-07, + 4.203098171728925e-07, + 4.197104885861336e-07, + 4.1911283688023104e-07, + 4.1851748733279237e-07, + 4.1791957983150496e-07, + 4.173236618498777e-07, + 4.167275449162844e-07, + 4.161317974649137e-07, + 4.15538096376622e-07, + 4.149430026245682e-07, + 4.143485057284124e-07, + 4.1375625414730166e-07, + 4.1316573629046616e-07, + 4.125795669551735e-07, + 4.1199683664672193e-07, + 4.114186538117792e-07, + 4.108428868221381e-07, + 4.1026811459232704e-07, + 4.0969413817038003e-07, + 4.091229470759572e-07, + 4.085536602360662e-07, + 4.0798747136250313e-07, + 4.0742352780398505e-07, + 4.0686040847504046e-07, + 4.0629896602695226e-07, + 4.0573931414655817e-07, + 4.0518344235351833e-07, + 4.0463072537022526e-07, + 4.0408386325907486e-07, + 4.035389338241657e-07, + 4.029976423680637e-07, + 4.024608131203422e-07, + 4.0192989558818226e-07, + 4.0140068335858814e-07, + 4.0087337538352585e-07, + 4.0034717585513135e-07, + 3.9982188582143863e-07, + 3.992973347521911e-07, + 3.987741479249962e-07, + 3.982533485213935e-07, + 3.9773431126377545e-07, + 3.9721831512906647e-07, + 3.967051327435911e-07, + 3.9619121139367053e-07, + 3.9567913745486294e-07, + 3.9516959304819466e-07, + 3.946624929085374e-07, + 3.941567854326422e-07, + 3.936517032343545e-07, + 3.931478431695723e-07, + 3.926428746581223e-07, + 3.921392988104344e-07, + 3.916370303613803e-07, + 3.9113581351557514e-07, + 3.906368704065244e-07, + 3.9013912100926973e-07, + 3.8964435589150526e-07, + 3.891505571118614e-07, + 3.886579236223042e-07, + 3.8816855862933153e-07, + 3.8768098420405295e-07, + 3.8719480244253646e-07, + 3.867101270316198e-07, + 3.8622502529506164e-07, + 3.857401793538884e-07, + 3.85258033475111e-07, + 3.847767118259071e-07, + 3.8429672599704645e-07, + 3.838157169866463e-07, + 3.833361859051365e-07, + 3.8285730852294364e-07, + 3.8237851640587905e-07, + 3.819008043137728e-07, + 3.814260765011568e-07, + 3.809519455444388e-07, + 3.804794062034489e-07, + 3.8000720792297216e-07, + 3.795331053879636e-07, + 3.790602249864605e-07, + 3.7858731616324803e-07, + 3.7811608422089193e-07, + 3.7764493754366413e-07, + 3.771739613966929e-07, + 3.767041221180989e-07, + 3.762351354907878e-07, + 3.7576768363578594e-07, + 3.7530168128796504e-07, + 3.7483755477296654e-07, + 3.743753325124999e-07, + 3.7391461660263303e-07, + 3.7345481018746796e-07, + 3.7299599853213294e-07, + 3.725383521668846e-07, + 3.720825816344586e-07, + 3.716291985256248e-07, + 3.7117527540431183e-07, + 3.707226881033421e-07, + 3.702723176957079e-07, + 3.698224873005529e-07, + 3.6937439062967314e-07, + 3.6892754451400833e-07, + 3.684827447614225e-07, + 3.6803930925088935e-07, + 3.675964421745448e-07, + 3.6715749729410163e-07, + 3.667198029688734e-07, + 3.6628338762056956e-07, + 3.658488196833787e-07, + 3.654154454579839e-07, + 3.649843165476341e-07, + 3.645544381924992e-07, + 3.64125924079417e-07, + 3.636987742083875e-07, + 3.6327304542282945e-07, + 3.628483966622298e-07, + 3.6242360579308297e-07, + 3.6200020758769824e-07, + 3.6158075999992434e-07, + 3.6116244928052765e-07, + 3.6074419540454983e-07, + 3.6032739103575295e-07, + 3.5991027402815234e-07, + 3.594943223106384e-07, + 3.590787969187659e-07, + 3.586646073472366e-07, + 3.582517251743411e-07, + 3.578399514481134e-07, + 3.5742971249419497e-07, + 3.5702072409549146e-07, + 3.5661344099935377e-07, + 3.562072947715933e-07, + 3.558017738214403e-07, + 3.553959970759024e-07, + 3.549920393197681e-07, + 3.545903837220976e-07, + 3.5418986499280436e-07, + 3.5379304108573706e-07, + 3.533979224812356e-07, + 3.530039123234019e-07, + 3.526083105498401e-07, + 3.5221472671764786e-07, + 3.5182293345314974e-07, + 3.5143227705702884e-07, + 3.5104369544569636e-07, + 3.5065642123299767e-07, + 3.502701702018385e-07, + 3.4988508446076594e-07, + 3.495009366361046e-07, + 3.4911764146272617e-07, + 3.4873502841037407e-07, + 3.483523300928937e-07, + 3.4797156445165456e-07, + 3.475915093531512e-07, + 3.47211596363195e-07, + 3.4683296235016314e-07, + 3.4645529467525193e-07, + 3.460773996266653e-07, + 3.4570084039842186e-07, + 3.453228316629975e-07, + 3.4494627243475406e-07, + 3.445708784965973e-07, + 3.441965930051083e-07, + 3.438226769958419e-07, + 3.4344964205956785e-07, + 3.430770902923541e-07, + 3.4270397009095177e-07, + 3.423324983486964e-07, + 3.419619645228522e-07, + 3.415926244088041e-07, + 3.412241369460389e-07, + 3.408561894957529e-07, + 3.4048932207042526e-07, + 3.401224262233882e-07, + 3.397553314243851e-07, + 3.3939062404897413e-07, + 3.390271388070687e-07, + 3.386649041203782e-07, + 3.3830264101197827e-07, + 3.379413726634084e-07, + 3.3758124118321575e-07, + 3.3722142234182684e-07, + 3.36862598260268e-07, + 3.365056215898221e-07, + 3.3614938388382143e-07, + 3.3579539149286575e-07, + 3.3544307598276646e-07, + 3.3509186891933496e-07, + 3.347429355926579e-07, + 3.343942864830751e-07, + 3.3404654686819413e-07, + 3.3369983043485263e-07, + 3.333541087613412e-07, + 3.3300960922133527e-07, + 3.326672413095366e-07, + 3.3232569762731146e-07, + 3.3198440974047116e-07, + 3.316436334444006e-07, + 3.3130524457192223e-07, + 3.309675662421796e-07, + 3.3063088267226703e-07, + 3.3029556334440713e-07, + 3.2996101140270184e-07, + 3.2962933005364903e-07, + 3.292982171387848e-07, + 3.2896696211537346e-07, + 3.286381229372637e-07, + 3.283095679762482e-07, + 3.279820077750628e-07, + 3.276553570685792e-07, + 3.273296158567973e-07, + 3.270045567660418e-07, + 3.2668194194229727e-07, + 3.263595544922282e-07, + 3.260380765368609e-07, + 3.257171670156822e-07, + 3.253958595905715e-07, + 3.2507537639503425e-07, + 3.2475568900736107e-07, + 3.244365700538765e-07, + 3.241158310629544e-07, + 3.237957741930586e-07, + 3.2347648470931745e-07, + 3.2315688258677255e-07, + 3.2283887207995576e-07, + 3.2252103210339556e-07, + 3.2220310686170706e-07, + 3.2188526688514685e-07, + 3.2156734164345835e-07, + 3.2125026905305276e-07, + 3.2093325330606604e-07, + 3.206166923064302e-07, + 3.202994207640586e-07, + 3.1998359872886795e-07, + 3.1966902724889223e-07, + 3.193551094682334e-07, + 3.190418453868915e-07, + 3.187300876561494e-07, + 3.184187846727582e-07, + 3.181090164616762e-07, + 3.177999303716206e-07, + 3.17491640089429e-07, + 3.171844866756146e-07, + 3.168781574913737e-07, + 3.1657251042815915e-07, + 3.162676023293898e-07, + 3.1596238159181667e-07, + 3.1565866720484337e-07, + 3.1535529387838324e-07, + 3.1505257425124e-07, + 3.147506220102514e-07, + 3.1444864134755335e-07, + 3.1414734280588164e-07, + 3.1384578846882505e-07, + 3.1354488783108536e-07, + 3.1324387350650795e-07, + 3.129419781089382e-07, + 3.126403100850439e-07, + 3.1233926733875705e-07, + 3.1203833827930794e-07, + 3.117387166184926e-07, + 3.1143989076554135e-07, + 3.1114112175600894e-07, + 3.1084442753126496e-07, + 3.105485006926756e-07, + 3.102535970356257e-07, + 3.099593186561833e-07, + 3.0966575081947667e-07, + 3.093728935255058e-07, + 3.090822531248705e-07, + 3.0879195378474833e-07, + 3.085032744820637e-07, + 3.0821522045698657e-07, + 3.0792784855293576e-07, + 3.0764115876991127e-07, + 3.0735500899936596e-07, + 3.07069541349847e-07, + 3.067850116167392e-07, + 3.0650122084807663e-07, + 3.062177711399272e-07, + 3.0593494670938526e-07, + 3.0565300335183565e-07, + 3.053718842238595e-07, + 3.050905945656268e-07, + 3.0480973123303556e-07, + 3.045282994662557e-07, + 3.0424735086853616e-07, + 3.039670275484241e-07, + 3.036866758066026e-07, + 3.0340703460751683e-07, + 3.0312810395116685e-07, + 3.0284982699413376e-07, + 3.0257135108513467e-07, + 3.022923635853658e-07, + 3.020139445197856e-07, + 3.0173626441865053e-07, + 3.014594369687984e-07, + 3.0118323479655373e-07, + 3.0090757263678825e-07, + 3.006322515375359e-07, + 3.003576978244382e-07, + 3.0008374096723855e-07, + 2.9981029570080864e-07, + 2.995382430981408e-07, + 2.992664747125673e-07, + 2.989953031828918e-07, + 2.987252400998841e-07, + 2.9845560334251786e-07, + 2.981865918627591e-07, + 2.9791891620334354e-07, + 2.976517805564072e-07, + 2.9738524176536885e-07, + 2.9711978299928887e-07, + 2.968548642456881e-07, + 2.9659037181772874e-07, + 2.9632590781147883e-07, + 2.9606269436044386e-07, + 2.9580002092188806e-07, + 2.955375748570077e-07, + 2.9527566880460654e-07, + 2.9501430276468454e-07, + 2.9475404517143033e-07, + 2.9449435601236473e-07, + 2.9423515002235945e-07, + 2.9397696721389366e-07, + 2.9371884124884673e-07, + 2.9346179530875816e-07, + 2.9320639782781655e-07, + 2.929509719251655e-07, + 2.9269608603499364e-07, + 2.9244174015730096e-07, + 2.921873374361894e-07, + 2.9193338946242875e-07, + 2.916799246577284e-07, + 2.914269430220884e-07, + 2.9117396138644835e-07, + 2.9092146291986865e-07, + 2.9066944762234925e-07, + 2.904179154938902e-07, + 2.9016612757004623e-07, + 2.8991541967116063e-07, + 2.896651380979165e-07, + 2.8941548180227983e-07, + 2.8916582550664316e-07, + 2.889169365971611e-07, + 2.8867017931588634e-07, + 2.8842396204709075e-07, + 2.881778584651329e-07, + 2.8793218120881647e-07, + 2.876862481571152e-07, + 2.8744000246661017e-07, + 2.8719423994516546e-07, + 2.86949614292098e-07, + 2.867053581212531e-07, + 2.8646164196288737e-07, + 2.862185510821291e-07, + 2.859759717921406e-07, + 2.857340177797596e-07, + 2.854925753581483e-07, + 2.852515876838879e-07, + 2.8501128213065385e-07, + 2.847719997589593e-07, + 2.845335416168382e-07, + 2.8429641929506033e-07, + 2.8406003593772766e-07, + 2.838242210145836e-07, + 2.835889461039187e-07, + 2.833530743373558e-07, + 2.8311737310104945e-07, + 2.8288209819038457e-07, + 2.8264716434023285e-07, + 2.8241279892426974e-07, + 2.821788598339481e-07, + 2.819461144554225e-07, + 2.817130848598026e-07, + 2.814805952766619e-07, + 2.8124858886258153e-07, + 2.810168098221766e-07, + 2.8078559921596025e-07, + 2.8055487177880423e-07, + 2.803243432936142e-07, + 2.800943832426128e-07, + 2.798648779389623e-07, + 2.7963571369582496e-07, + 2.7940629365730274e-07, + 2.791769304621994e-07, + 2.789470840980357e-07, + 2.787176640595135e-07, + 2.7848824402099126e-07, + 2.782593355732388e-07, + 2.7803065449916176e-07, + 2.7780291134149593e-07, + 2.7757559450947156e-07, + 2.7734873242479807e-07, + 2.7712229666576604e-07, + 2.7689617354553775e-07, + 2.766697093647963e-07, + 2.764439557267906e-07, + 2.762186568361358e-07, + 2.759939263796696e-07, + 2.7576982120081084e-07, + 2.7554611392588413e-07, + 2.7532277613318e-07, + 2.7510012046150223e-07, + 2.7487791953717533e-07, + 2.7465640073387476e-07, + 2.7443576300356654e-07, + 2.7421515369496774e-07, + 2.739950843988481e-07, + 2.737754698500794e-07, + 2.7355642373549927e-07, + 2.733378039465606e-07, + 2.7312023576087086e-07, + 2.729030370574037e-07, + 2.726861794144497e-07, + 2.7246977651884663e-07, + 2.7225442522649246e-07, + 2.7203952868148917e-07, + 2.7182505846212734e-07, + 2.7161081561644096e-07, + 2.713968569878489e-07, + 2.711832962631888e-07, + 2.7097007659904193e-07, + 2.707579653815628e-07, + 2.705461952245969e-07, + 2.7033459559788753e-07, + 2.701232801882725e-07, + 2.699120500437857e-07, + 2.697009620078461e-07, + 2.6949030029754795e-07, + 2.6927995122605353e-07, + 2.6906994321507227e-07, + 2.688604752165702e-07, + 2.686513767002907e-07, + 2.6844321610042243e-07, + 2.682345439097844e-07, + 2.680267243704293e-07, + 2.6781916062645905e-07, + 2.676115968824888e-07, + 2.674043457773223e-07, + 2.671974641543784e-07, + 2.6699103727878537e-07, + 2.6678500830712437e-07, + 2.665793772393954e-07, + 2.663742009190173e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0064939712174236774, + 0.013679509051144123, + -0.0052301641553640366, + -0.0007635830552317202, + 8.433616312686354e-05, + 0.0003713584446813911, + 0.000491362705361098, + 0.0005504070431925356, + 0.0005732123972848058, + 0.0005766047397628427, + 0.0005698911263607442, + 0.0005583206657320261, + 0.0005446008290164173, + 0.0005300571792759001, + 0.0005153513629920781, + 0.0005010024760849774, + 0.0004874728329014033, + 0.0004746496269945055, + 0.0004623806453309953, + 0.0004505586111918092, + 0.0004384415806271136, + 0.0004269102355465293, + 0.000415710179368034, + 0.00040505980723537505, + 0.0003949998936150223, + 0.0003852419613394886, + 0.0003760654653888196, + 0.00036741126677952707, + 0.0003592664434108883, + 0.0003515027929097414, + 0.0003443051245994866, + 0.0003373190120328218, + 0.0003306839207652956, + 0.00032436821493320167, + 0.00031820207368582487, + 0.00031230036984197795, + 0.00030664860969409347, + 0.0003010441141668707, + 0.0002956034441012889, + 0.00029033274040557444, + 0.0002851028984878212, + 0.0002799166541080922, + 0.00027485843747854233, + 0.00026996852830052376, + 0.00026528621674515307, + 0.0002608466020319611, + 0.00025640352396294475, + 0.0002520985435694456, + 0.00024793256307020783, + 0.00024383531126659364, + 0.00023989744659047574, + 0.00023615527607034892, + 0.0002325235545868054, + 0.0002290250122314319, + 0.00022561436344403774, + 0.00022234309290070087, + 0.00021916409605182707, + 0.0002161327429348603, + 0.0002131858782377094, + 0.00021033363009337336, + 0.0002075652446364984, + 0.00020485509594436735, + 0.00020218636200297624, + 0.00019963984959758818, + 0.00019711701315827668, + 0.00019461764895822853, + 0.00019219813111703843, + 0.0001898584159789607, + 0.00018762463878374547, + 0.0001854485017247498, + 0.00018334932974539697, + 0.00018128893862012774, + 0.0001792040275176987, + 0.00017716537695378065, + 0.0001752064999891445, + 0.0001733354147290811, + 0.00017152787768281996, + 0.000169760241988115, + 0.00016803108155727386, + 0.0001663542934693396, + 0.00016469012189190835, + 0.00016307333135046065, + 0.0001614805223653093, + 0.0001599518582224846, + 0.0001584465935593471, + 0.00015699192590545863, + 0.0001555686758365482, + 0.0001541887759231031, + 0.00015283127140719444, + 0.00015147724479902536, + 0.00015014095697551966, + 0.0001488279231125489, + 0.00014753435971215367, + 0.0001462970394641161, + 0.00014506367733702064, + 0.00014382618246600032, + 0.00014261061733122915, + 0.00014140551502350718, + 0.00014024249685462564, + 0.00013908206892665476, + 0.0001379453024128452, + 0.00013683908036909997, + 0.0001357629953417927, + 0.00013472180580720305, + 0.00013367299106903374, + 0.0001326549390796572, + 0.00013164212577976286, + 0.00013064008089713752, + 0.00012965228233952075, + 0.00012867257464677095, + 0.00012769059685524553, + 0.00012671601143665612, + 0.00012575909204315394, + 0.0001247983891516924, + 0.00012383893772494048, + 0.00012288572906982154, + 0.00012194464216008782, + 0.00012100604362785816, + 0.00012006942415609956, + 0.00011913814523722976, + 0.00011823300155811012, + 0.00011734747386071831, + 0.00011650111991912127, + 0.00011567120964173228, + 0.00011485407594591379, + 0.00011404939868953079, + 0.00011324921797495335, + 0.00011245816858718172, + 0.00011166599142597988, + 0.00011087604070780799, + 0.00011009242007276043, + 0.00010931940778391436, + 0.0001085623589460738, + 0.00010780021693790331, + 0.00010703910083975643, + 0.00010627819574438035, + 0.00010551328159635887, + 0.00010474946611793712, + 0.00010397139703854918, + 0.00010317800479242578, + 0.00010239874973194674, + 0.00010161461250390857, + 0.0001008403196465224, + 0.00010007091623265296, + 9.931122622219846e-05, + 9.855604730546474e-05, + 9.778785897651687e-05, + 9.701948874862865e-05, + 9.625446546124294e-05, + 9.549348033033311e-05, + 9.473964018980041e-05, + 9.398722613696009e-05, + 9.324521670350805e-05, + 9.250717266695574e-05, + 9.1780602815561e-05, + 9.10567250684835e-05, + 9.033994138007984e-05, + 8.962749416241422e-05, + 8.89258153620176e-05, + 8.822784730000421e-05, + 8.753975271247327e-05, + 8.686869114171714e-05, + 8.619958680355921e-05, + 8.553560473956168e-05, + 8.488297316944227e-05, + 8.424697443842888e-05, + 8.361768414033577e-05, + 8.299520413856953e-05, + 8.238267037086189e-05, + 8.177745621651411e-05, + 8.118381083477288e-05, + 8.059563697315753e-05, + 8.001886453712359e-05, + 7.944404933368787e-05, + 7.887821266194806e-05, + 7.832367555238307e-05, + 7.778352301102132e-05, + 7.725178147666156e-05, + 7.673120126128197e-05, + 7.622098200954497e-05, + 7.571571040898561e-05, + 7.521876250393689e-05, + 7.473048026440665e-05, + 7.42491683922708e-05, + 7.377770089078695e-05, + 7.331200322369114e-05, + 7.285524770850316e-05, + 7.240002014441416e-05, + 7.195341459009796e-05, + 7.15115966158919e-05, + 7.107234705472365e-05, + 7.063977682264522e-05, + 7.02152683516033e-05, + 6.979960744502023e-05, + 6.939049490028992e-05, + 6.898766150698066e-05, + 6.859059067210183e-05, + 6.819827103754506e-05, + 6.781007687095553e-05, + 6.742285040672868e-05, + 6.704086263198406e-05, + 6.666780245723203e-05, + 6.629615381825715e-05, + 6.592654244741425e-05, + 6.556247535627335e-05, + 6.520364695461467e-05, + 6.485362973762676e-05, + 6.450837099691853e-05, + 6.416769610950723e-05, + 6.383119034580886e-05, + 6.349952309392393e-05, + 6.317174120340496e-05, + 6.284625851549208e-05, + 6.252660386962816e-05, + 6.220943032531068e-05, + 6.189873238326982e-05, + 6.159325857879594e-05, + 6.129250687081367e-05, + 6.099471647758037e-05, + 6.070331801311113e-05, + 6.041539745638147e-05, + 6.0129248595330864e-05, + 5.9847920056199655e-05, + 5.957004032097757e-05, + 5.9295998653396964e-05, + 5.902520570089109e-05, + 5.875427450519055e-05, + 5.84859044465702e-05, + 5.822028833790682e-05, + 5.79605512029957e-05, + 5.770469215349294e-05, + 5.7451645261608064e-05, + 5.7202025345759466e-05, + 5.695491563528776e-05, + 5.671331018675119e-05, + 5.647214129567146e-05, + 5.623173638014123e-05, + 5.5994318245211616e-05, + 5.5761287512723356e-05, + 5.553029404836707e-05, + 5.530386260943487e-05, + 5.507977766683325e-05, + 5.4857024224475026e-05, + 5.463658817461692e-05, + 5.441880421130918e-05, + 5.4203654144657776e-05, + 5.3990312153473496e-05, + 5.37781415914651e-05, + 5.356928159017116e-05, + 5.3362637117970735e-05, + 5.3155748901190236e-05, + 5.2950763347325847e-05, + 5.274797149468213e-05, + 5.254795541986823e-05, + 5.2348168537719175e-05, + 5.214990596869029e-05, + 5.195352787268348e-05, + 5.1758517656708136e-05, + 5.1562714361352846e-05, + 5.136750405654311e-05, + 5.117479668115266e-05, + 5.098187830299139e-05, + 5.079065158497542e-05, + 5.0601272960193455e-05, + 5.041325493948534e-05, + 5.022580080549233e-05, + 5.004004924558103e-05, + 4.985687701264396e-05, + 4.967600398231298e-05, + 4.949659341946244e-05, + 4.931833973387256e-05, + 4.914144301437773e-05, + 4.89667036163155e-05, + 4.879324842477217e-05, + 4.8623162001604214e-05, + 4.845563671551645e-05, + 4.8288533434970304e-05, + 4.812409679288976e-05, + 4.796262510353699e-05, + 4.780254312208854e-05, + 4.764449840877205e-05, + 4.748793799080886e-05, + 4.733279638458043e-05, + 4.717932461062446e-05, + 4.7027675464050844e-05, + 4.68773469037842e-05, + 4.6728495362913236e-05, + 4.6580615162383765e-05, + 4.64332515548449e-05, + 4.6286666474770755e-05, + 4.6142038627294824e-05, + 4.59980801679194e-05, + 4.585588976624422e-05, + 4.5715380110777915e-05, + 4.5576442062156275e-05, + 4.5437180233420804e-05, + 4.530019941739738e-05, + 4.516458648140542e-05, + 4.5030225010123104e-05, + 4.4895739847561345e-05, + 4.47635720774997e-05, + 4.463245932129212e-05, + 4.450294727575965e-05, + 4.4374570279615e-05, + 4.424674989422783e-05, + 4.412071575643495e-05, + 4.399606405058876e-05, + 4.3872303649550304e-05, + 4.375035859993659e-05, + 4.362954859971069e-05, + 4.3510055547812954e-05, + 4.339150109444745e-05, + 4.327449278207496e-05, + 4.315792830311693e-05, + 4.3042578909080476e-05, + 4.2928186303470284e-05, + 4.281339715817012e-05, + 4.2698193283285946e-05, + 4.258321496308781e-05, + 4.246850949130021e-05, + 4.235414235154167e-05, + 4.2239440517732874e-05, + 4.212509884382598e-05, + 4.201139745418914e-05, + 4.189846004010178e-05, + 4.178649396635592e-05, + 4.1674633393995464e-05, + 4.1563100239727646e-05, + 4.145181810599752e-05, + 4.134121991228312e-05, + 4.1231025534216315e-05, + 4.112137321499176e-05, + 4.101187732885592e-05, + 4.0903189074015245e-05, + 4.0794926462695e-05, + 4.068680209456943e-05, + 4.05788014177233e-05, + 4.047161201015115e-05, + 4.0365714085055515e-05, + 4.026038368465379e-05, + 4.0155900933314115e-05, + 4.005244772997685e-05, + 3.995054794359021e-05, + 3.9849655877333134e-05, + 3.974917854066007e-05, + 3.9649621612625197e-05, + 3.955081047024578e-05, + 3.945238495361991e-05, + 3.9354847103822976e-05, + 3.925786950276233e-05, + 3.9162223401945084e-05, + 3.906734491465613e-05, + 3.897308124578558e-05, + 3.887903585564345e-05, + 3.878614734276198e-05, + 3.869377906084992e-05, + 3.8602058339165524e-05, + 3.851130168186501e-05, + 3.8420886994572356e-05, + 3.8331487303366885e-05, + 3.824240411631763e-05, + 3.815398667939007e-05, + 3.8066256820457056e-05, + 3.797857789322734e-05, + 3.789156107814051e-05, + 3.780469705816358e-05, + 3.771869887714274e-05, + 3.763317363336682e-05, + 3.754826684598811e-05, + 3.7463698390638456e-05, + 3.737983570317738e-05, + 3.729573290911503e-05, + 3.721267785294913e-05, + 3.712941906997003e-05, + 3.704651680891402e-05, + 3.696387284435332e-05, + 3.688148353830911e-05, + 3.6799709050683305e-05, + 3.671874219435267e-05, + 3.66381646017544e-05, + 3.655854015960358e-05, + 3.64794977940619e-05, + 3.640132490545511e-05, + 3.632384323282167e-05, + 3.6246623494662344e-05, + 3.617012407630682e-05, + 3.609400664572604e-05, + 3.6017881939187646e-05, + 3.594225563574582e-05, + 3.586729144444689e-05, + 3.579274925868958e-05, + 3.57189383066725e-05, + 3.5645676689455286e-05, + 3.5572575143305585e-05, + 3.5499848308973014e-05, + 3.5427696275291964e-05, + 3.5356068110559136e-05, + 3.5284894693177193e-05, + 3.5214128729421645e-05, + 3.5142951674060896e-05, + 3.507224755594507e-05, + 3.500144521240145e-05, + 3.493074473226443e-05, + 3.4859825973398983e-05, + 3.4788721677614376e-05, + 3.47179411619436e-05, + 3.46477136190515e-05, + 3.457770435488783e-05, + 3.45082808053121e-05, + 3.4439308365108445e-05, + 3.437060149735771e-05, + 3.4301971027161926e-05, + 3.423328962526284e-05, + 3.416462641325779e-05, + 3.4096061426680535e-05, + 3.4027700166916475e-05, + 3.395952080609277e-05, + 3.3891588827827945e-05, + 3.382379509275779e-05, + 3.3756165066733956e-05, + 3.368908437550999e-05, + 3.3622345654293895e-05, + 3.3555796107975766e-05, + 3.348976679262705e-05, + 3.342402123962529e-05, + 3.3358632208546624e-05, + 3.3293770684394985e-05, + 3.3228960091946647e-05, + 3.3164276828756556e-05, + 3.3099604479502887e-05, + 3.3035208616638556e-05, + 3.2970940083032474e-05, + 3.2906980777624995e-05, + 3.2843548979144543e-05, + 3.278072108514607e-05, + 3.271817695349455e-05, + 3.265598934376612e-05, + 3.2594143704045564e-05, + 3.253256363677792e-05, + 3.247127096983604e-05, + 3.241012746002525e-05, + 3.234933319617994e-05, + 3.228870264138095e-05, + 3.222825762350112e-05, + 3.216795812477358e-05, + 3.210805880371481e-05, + 3.204853055649437e-05, + 3.198952617822215e-05, + 3.1930627301335335e-05, + 3.187200491083786e-05, + 3.1813578971195966e-05, + 3.1755349482409656e-05, + 3.169736737618223e-05, + 3.1639654480386525e-05, + 3.1582287192577496e-05, + 3.152494173264131e-05, + 3.1467719963984564e-05, + 3.141082197544165e-05, + 3.135412771371193e-05, + 3.129761171294376e-05, + 3.124149588984437e-05, + 3.11856965709012e-05, + 3.113030834356323e-05, + 3.107536394963972e-05, + 3.102084156125784e-05, + 3.096660293522291e-05, + 3.091277176281437e-05, + 3.085918433498591e-05, + 3.080547321587801e-05, + 3.075194763368927e-05, + 3.069889498874545e-05, + 3.064632983296178e-05, + 3.0593739211326465e-05, + 3.054154149140231e-05, + 3.0489545679301955e-05, + 3.043781362066511e-05, + 3.0386039725271985e-05, + 3.033447137568146e-05, + 3.028344508493319e-05, + 3.0232537028496154e-05, + 3.0181809052010067e-05, + 3.013138302776497e-05, + 3.0081211662036367e-05, + 3.0031187634449452e-05, + 2.9981212719576433e-05, + 2.993118869198952e-05, + 2.988123924296815e-05, + 2.983138256240636e-05, + 2.97815913654631e-05, + 2.973189293697942e-05, + 2.9682405511266552e-05, + 2.9633078156621195e-05, + 2.958397635666188e-05, + 2.9534961868193932e-05, + 2.9486285711755045e-05, + 2.9437827834044583e-05, + 2.938978468591813e-05, + 2.9341990739339963e-05, + 2.9294236810528673e-05, + 2.9246719350339845e-05, + 2.9199078198871575e-05, + 2.915160257543903e-05, + 2.9104698114679195e-05, + 2.9058181098662317e-05, + 2.9011589504079893e-05, + 2.8965312594664283e-05, + 2.8919217584189028e-05, + 2.887340451707132e-05, + 2.8827622372773476e-05, + 2.878205486922525e-05, + 2.8736714739352465e-05, + 2.869173840736039e-05, + 2.864692396542523e-05, + 2.8602367819985375e-05, + 2.855813545465935e-05, + 2.851378303603269e-05, + 2.846960342139937e-05, + 2.84255529550137e-05, + 2.8381549782352522e-05, + 2.8337715775705874e-05, + 2.829432560247369e-05, + 2.8251122785150073e-05, + 2.8208221920067444e-05, + 2.8165541152702644e-05, + 2.8122634830651805e-05, + 2.80797976301983e-05, + 2.803725510602817e-05, + 2.799493813654408e-05, + 2.7952708478551358e-05, + 2.7910640710615553e-05, + 2.7868776669492945e-05, + 2.782701085379813e-05, + 2.7785477868746966e-05, + 2.7744037652155384e-05, + 2.7702946681529284e-05, + 2.7661964850267395e-05, + 2.7621177650871687e-05, + 2.7580716050579213e-05, + 2.7540379960555583e-05, + 2.7500187570694834e-05, + 2.746015161392279e-05, + 2.7420237529440783e-05, + 2.7380652682040818e-05, + 2.7341176974005066e-05, + 2.7301788577460684e-05, + 2.7262534786132164e-05, + 2.722336648730561e-05, + 2.7184278224012814e-05, + 2.7145209969603457e-05, + 2.710608532652259e-05, + 2.70671553153079e-05, + 2.702843448787462e-05, + 2.6989815523847938e-05, + 2.6951289328280836e-05, + 2.6912923203781247e-05, + 2.6874489776673727e-05, + 2.683620186871849e-05, + 2.6798021281138062e-05, + 2.675998621270992e-05, + 2.6721785616246052e-05, + 2.6683708711061627e-05, + 2.6645619072951376e-05, + 2.6607565814629197e-05, + 2.6569639885565266e-05, + 2.653161936905235e-05, + 2.6493638870306313e-05, + 2.645579843374435e-05, + 2.6418068955536e-05, + 2.63806196016958e-05, + 2.634338306961581e-05, + 2.6306448489776812e-05, + 2.6269666705047712e-05, + 2.6232948584947735e-05, + 2.619627775857225e-05, + 2.615978337416891e-05, + 2.6123409043066204e-05, + 2.6087232981808484e-05, + 2.6051202439703047e-05, + 2.6015219191322103e-05, + 2.5979352358262986e-05, + 2.594359830254689e-05, + 2.590808435343206e-05, + 2.5872772312141024e-05, + 2.583783134468831e-05, + 2.5803012249525636e-05, + 2.576842780399602e-05, + 2.573412530182395e-05, + 2.5700208425405435e-05, + 2.5666400688351132e-05, + 2.5632709366618656e-05, + 2.559909080446232e-05, + 2.5565526811988093e-05, + 2.5532010113238357e-05, + 2.549858072597999e-05, + 2.5465305952820927e-05, + 2.5432136681047268e-05, + 2.539917295507621e-05, + 2.5366389309056103e-05, + 2.5333552912343293e-05, + 2.5300836568931118e-05, + 2.5268280296586454e-05, + 2.523587863834109e-05, + 2.5203566110576503e-05, + 2.5171289962599985e-05, + 2.5139101126114838e-05, + 2.510683589207474e-05, + 2.5074663426494226e-05, + 2.5042570996447466e-05, + 2.5010544050019234e-05, + 2.4978662622743286e-05, + 2.494685941201169e-05, + 2.4915241738199256e-05, + 2.4883685910026543e-05, + 2.4852213755366392e-05, + 2.4820947146508843e-05, + 2.4789793314994313e-05, + 2.4758726794971153e-05, + 2.472775668138638e-05, + 2.4696759282960556e-05, + 2.4665778255439363e-05, + 2.4634968212922104e-05, + 2.4604214559076354e-05, + 2.457354639773257e-05, + 2.454281275277026e-05, + 2.4512173695256934e-05, + 2.4481574655510485e-05, + 2.4450981072732247e-05, + 2.442045479256194e-05, + 2.4390119506279007e-05, + 2.4359820599784143e-05, + 2.4329630832653493e-05, + 2.429946107440628e-05, + 2.4269169443869032e-05, + 2.4238952391897328e-05, + 2.4208737158915028e-05, + 2.417862560832873e-05, + 2.4148515876731835e-05, + 2.4118417059071362e-05, + 2.4088392819976434e-05, + 2.405842678854242e-05, + 2.4028557163546793e-05, + 2.3998780307010747e-05, + 2.3969121684785932e-05, + 2.3939584934851155e-05, + 2.3910144591354765e-05, + 2.3880760636529885e-05, + 2.385144034633413e-05, + 2.382220009167213e-05, + 2.3793079890310764e-05, + 2.376410884608049e-05, + 2.3735101422062144e-05, + 2.370618312852457e-05, + 2.367740307818167e-05, + 2.364865576964803e-05, + 2.3620017600478604e-05, + 2.3591461285832338e-05, + 2.356304321438074e-05, + 2.3534706997452304e-05, + 2.350640897930134e-05, + 2.3478360162698664e-05, + 2.3450393200619146e-05, + 2.342250445508398e-05, + 2.3394733943860047e-05, + 2.3367038011201657e-05, + 2.3339487597695552e-05, + 2.3312019038712606e-05, + 2.328463779122103e-05, + 2.3257343855220824e-05, + 2.323013723071199e-05, + 2.320299972780049e-05, + 2.317585312994197e-05, + 2.314879202458542e-05, + 2.3121987396734767e-05, + 2.3095255528460257e-05, + 2.306853093614336e-05, + 2.3041897293296643e-05, + 2.301524182257708e-05, + 2.2988659111433662e-05, + 2.29621055041207e-05, + 2.2935633751330897e-05, + 2.2909245672053657e-05, + 2.2882933990331367e-05, + 2.2856718715047464e-05, + 2.283058529428672e-05, + 2.2804559193900786e-05, + 2.2778602215112187e-05, + 2.275268707307987e-05, + 2.2726757379132323e-05, + 2.27009422815172e-05, + 2.2675270884064957e-05, + 2.2649675884167664e-05, + 2.2624320990871638e-05, + 2.259906796098221e-05, + 2.2573887690668926e-05, + 2.2548607375938445e-05, + 2.2523454390466213e-05, + 2.2498416001326405e-05, + 2.2473448552773334e-05, + 2.244861752842553e-05, + 2.2423870177590288e-05, + 2.2399188310373574e-05, + 2.2374579202733003e-05, + 2.2350030121742748e-05, + 2.2325533791445196e-05, + 2.230108111689333e-05, + 2.227662298537325e-05, + 2.2252288545132615e-05, + 2.2228003217605874e-05, + 2.2203723347047344e-05, + 2.217952351202257e-05, + 2.2155390979605727e-05, + 2.213124025729485e-05, + 2.2107175027485937e-05, + 2.2083017029217444e-05, + 2.205894998041913e-05, + 2.2034959329175763e-05, + 2.2011043256497942e-05, + 2.1987149011692964e-05, + 2.1963307517580688e-05, + 2.1939498765277676e-05, + 2.191565181419719e-05, + 2.1891912183491513e-05, + 2.186823076044675e-05, + 2.184462391596753e-05, + 2.182107709813863e-05, + 2.1797563022118993e-05, + 2.177411806769669e-05, + 2.1750671294284984e-05, + 2.172720996895805e-05, + 2.170389961975161e-05, + 2.168067112506833e-05, + 2.1657517208950594e-05, + 2.1634366930811666e-05, + 2.1611280317301862e-05, + 2.15882664633682e-05, + 2.1565270799328573e-05, + 2.154233879991807e-05, + 2.1519525034818798e-05, + 2.149675856344402e-05, + 2.147413215425331e-05, + 2.1451613065437414e-05, + 2.142916855518706e-05, + 2.1406869564088993e-05, + 2.138458876288496e-05, + 2.1362364350352436e-05, + 2.1340207240427844e-05, + 2.131811015715357e-05, + 2.1296091290423647e-05, + 2.1274207028909586e-05, + 2.125238097505644e-05, + 2.1230571292107925e-05, + 2.120879253197927e-05, + 2.1187168385949917e-05, + 2.1165586076676846e-05, + 2.1144067432032898e-05, + 2.1122637917869724e-05, + 2.1101252059452236e-05, + 2.1080053556943312e-05, + 2.1058889615233056e-05, + 2.103772021655459e-05, + 2.1016705431975424e-05, + 2.099570701830089e-05, + 2.097477226925548e-05, + 2.0953893908881582e-05, + 2.0933073756168596e-05, + 2.0912297259201296e-05, + 2.08916771953227e-05, + 2.087107532133814e-05, + 2.0850528017035685e-05, + 2.0830017092521302e-05, + 2.080948070215527e-05, + 2.0788998881471343e-05, + 2.0768562535522506e-05, + 2.0748166207340546e-05, + 2.0727666196762584e-05, + 2.0707209841930307e-05, + 2.0686802599811926e-05, + 2.066637716779951e-05, + 2.0646053599193692e-05, + 2.0625739125534892e-05, + 2.0605415556929074e-05, + 2.058509926428087e-05, + 2.0564781152643263e-05, + 2.0544512153719552e-05, + 2.0524252249742858e-05, + 2.050402144959662e-05, + 2.0483743355725892e-05, + 2.0463558030314744e-05, + 2.0443450921447948e-05, + 2.042338383034803e-05, + 2.0403364032972604e-05, + 2.0383435185067356e-05, + 2.0363540897960775e-05, + 2.034374301729258e-05, + 2.0323988792370073e-05, + 2.030428368016146e-05, + 2.0284653146518394e-05, + 2.0265071725589223e-05, + 2.0245537598384544e-05, + 2.022604712692555e-05, + 2.0206536646583118e-05, + 2.018712621065788e-05, + 2.016773578361608e-05, + 2.0148389012319967e-05, + 2.0129087715758942e-05, + 2.0109784600208513e-05, + 2.009052514040377e-05, + 2.0071251128683798e-05, + 2.00520153157413e-05, + 2.0032779502798803e-05, + 2.001348366320599e-05, + 1.9994200556539e-05, + 1.9974961105617695e-05, + 1.9955725292675197e-05, + 1.9936574972234666e-05, + 1.991747376450803e-05, + 1.9898376194760203e-05, + 1.9879411411238834e-05, + 1.9860497559420764e-05, + 1.9841649191221222e-05, + 1.9822840840788558e-05, + 1.980407614610158e-05, + 1.978535692614969e-05, + 1.9766779587371275e-05, + 1.9748224076465704e-05, + 1.972977042896673e-05, + 1.9711360437213443e-05, + 1.9692995920195244e-05, + 1.967466960195452e-05, + 1.9656379663501866e-05, + 1.96381351997843e-05, + 1.9619947124738246e-05, + 1.960180998139549e-05, + 1.9583689208957367e-05, + 1.9565610273275524e-05, + 1.9547589545254596e-05, + 1.952962156792637e-05, + 1.9511642676661722e-05, + 1.9493689251248725e-05, + 1.9475699446047656e-05, + 1.9457740563666448e-05, + 1.9439821699052118e-05, + 1.9421902834437788e-05, + 1.9404029444558546e-05, + 1.938619971042499e-05, + 1.9368413632037118e-05, + 1.9350614820723422e-05, + 1.9332779629621655e-05, + 1.9314984456286766e-05, + 1.929723293869756e-05, + 1.9279537809779868e-05, + 1.926188269862905e-05, + 1.9244263967266306e-05, + 1.9226665244787e-05, + 1.920911563502159e-05, + 1.9191604224033654e-05, + 1.917412555485498e-05, + 1.9156736016157083e-05, + 1.913936466735322e-05, + 1.9122031517326832e-05, + 1.9104771126876585e-05, + 1.9087536202277988e-05, + 1.9070343114435673e-05, + 1.905323370010592e-05, + 1.9036157027585432e-05, + 1.9019118553842418e-05, + 1.9002151020686142e-05, + 1.8985214410349727e-05, + 1.8968310541822575e-05, + 1.8951406673295423e-05, + 1.8934582840302028e-05, + 1.8917791749117896e-05, + 1.8901017028838396e-05, + 1.888427505036816e-05, + 1.8867569451685995e-05, + 1.885093115561176e-05, + 1.8834329239325598e-05, + 1.8817763702827506e-05, + 1.8801261830958538e-05, + 1.8784761778078973e-05, + 1.8768332665786147e-05, + 1.8752007235889323e-05, + 1.8735679987003095e-05, + 1.871938547992613e-05, + 1.8703129171626642e-05, + 1.868686558736954e-05, + 1.8670631106942892e-05, + 1.8654431187314913e-05, + 1.863826037151739e-05, + 1.8622087736730464e-05, + 1.86059478437528e-05, + 1.8589838873595e-05, + 1.8573760826257057e-05, + 1.855766458902508e-05, + 1.8541637473390438e-05, + 1.8525639461586252e-05, + 1.8509681467548944e-05, + 1.8493723473511636e-05, + 1.8477814592188224e-05, + 1.8462040316080675e-05, + 1.8446302419761196e-05, + 1.8430569980409928e-05, + 1.8414864825899713e-05, + 1.839914511947427e-05, + 1.8383405404165387e-05, + 1.8367696611676365e-05, + 1.835205875977408e-05, + 1.8336446373723447e-05, + 1.8320866729482077e-05, + 1.830532892199699e-05, + 1.828982203733176e-05, + 1.827435517043341e-05, + 1.8258921045344323e-05, + 1.8243516024085693e-05, + 1.8228156477562152e-05, + 1.821285877667833e-05, + 1.8197615645476617e-05, + 1.818245800677687e-05, + 1.816734584281221e-05, + 1.8152271877625026e-05, + 1.813723247323651e-05, + 1.8122154870070517e-05, + 1.810708999983035e-05, + 1.8092050595441833e-05, + 1.807703301892616e-05, + 1.8062051822198555e-05, + 1.80470960913226e-05, + 1.8032216758001596e-05, + 1.8017319234786555e-05, + 1.8002458091359586e-05, + 1.7987626051763073e-05, + 1.797281038307119e-05, + 1.7958027456188574e-05, + 1.794327727111522e-05, + 1.7928541637957096e-05, + 1.791384056559764e-05, + 1.7899168597068638e-05, + 1.788451845641248e-05, + 1.7869853763841093e-05, + 1.785519089025911e-05, + 1.784049891284667e-05, + 1.7825834220275283e-05, + 1.7811167708714493e-05, + 1.779653575795237e-05, + 1.7781916540116072e-05, + 1.7767355529940687e-05, + 1.7752827261574566e-05, + 1.77383262780495e-05, + 1.772385076037608e-05, + 1.7709395251586102e-05, + 1.769491791492328e-05, + 1.7680486052995548e-05, + 1.766608329489827e-05, + 1.7651716916589066e-05, + 1.763739055604674e-05, + 1.7623091480345465e-05, + 1.7608814232517034e-05, + 1.7594580640434287e-05, + 1.7580376152181998e-05, + 1.7566215319675393e-05, + 1.7552109056850895e-05, + 1.7538008250994608e-05, + 1.752393836795818e-05, + 1.7509899407741614e-05, + 1.749589864630252e-05, + 1.7481921531725675e-05, + 1.746801171975676e-05, + 1.7454127373639494e-05, + 1.744026485539507e-05, + 1.7426431440981105e-05, + 1.7412663510185666e-05, + 1.739892832119949e-05, + 1.7385218598064966e-05, + 1.7371521607856266e-05, + 1.7357844626531005e-05, + 1.734419129206799e-05, + 1.7330559785477817e-05, + 1.7316999219474383e-05, + 1.730346048134379e-05, + 1.7289930838160217e-05, + 1.727642484183889e-05, + 1.7262922483496368e-05, + 1.724942740111146e-05, + 1.723596142255701e-05, + 1.7222513633896597e-05, + 1.720908585411962e-05, + 1.719569627312012e-05, + 1.718232851999346e-05, + 1.716902079351712e-05, + 1.715568214422092e-05, + 1.714239624561742e-05, + 1.7129126717918552e-05, + 1.711585900920909e-05, + 1.710260949039366e-05, + 1.7089385437429883e-05, + 1.7076186850317754e-05, + 1.7063015548046678e-05, + 1.7049871530616656e-05, + 1.7036754798027687e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957537651062012, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.980722963809967, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944750666618347, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993979275226593, + 1.0, + 1.0, + 1.0, + 0.9994686841964722, + 1.0, + 0.9915921688079834, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885229468345642, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866476655006409, + 1.0, + 0.9951946139335632, + 1.0, + 1.0, + 1.0, + 0.9909420013427734, + 0.986288845539093, + 0.9939758777618408, + 1.0, + 1.0, + 0.996311604976654, + 1.0, + 0.9977303743362427, + 1.0, + 0.98470538854599, + 1.0, + 0.9905191659927368, + 1.0, + 0.9927239418029785, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9782891869544983, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866666197776794, + 1.0, + 1.0, + 0.9958643317222595, + 0.9933554530143738, + 0.9874581694602966, + 1.0, + 0.9905272126197815, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9925094246864319, + 0.9986277222633362, + 0.974922776222229, + 0.9996476173400879, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980519413948059, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990367889404297, + 1.0, + 1.0, + 1.0, + 0.9968542456626892, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99470454454422, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984935522079468, + 1.0, + 1.0, + 1.0, + 0.9995082020759583, + 1.0, + 1.0, + 1.0, + 0.999359130859375, + 0.9967933297157288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931803941726685, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913544654846191, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971561431884766, + 1.0, + 0.9943376779556274, + 0.9977521300315857, + 0.9989486336708069, + 1.0, + 0.9925161004066467, + 1.0, + 1.0, + 0.9968665242195129, + 1.0, + 0.9997010231018066, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9916666746139526, + 0.9979360103607178, + 1.0, + 0.9991152286529541, + 1.0, + 0.9899881482124329, + 1.0, + 1.0, + 1.0, + 0.993587851524353, + 1.0, + 0.9919590353965759, + 1.0, + 1.0, + 1.0, + 0.9994153380393982, + 0.9992687106132507, + 1.0, + 1.0, + 0.9955052137374878, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971301555633545, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979293346405029, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966393113136292, + 0.9978419542312622, + 1.0, + 1.0, + 1.0, + 0.9986602067947388, + 1.0, + 0.9905016422271729, + 0.9947326183319092, + 1.0, + 0.9936649799346924, + 0.9914540648460388, + 1.0, + 0.9972658753395081, + 0.9998628497123718, + 1.0, + 0.9983550310134888, + 0.9971166253089905, + 1.0, + 0.999036431312561, + 1.0, + 1.0, + 1.0, + 0.9953704476356506, + 1.0, + 0.9963214993476868, + 0.996718168258667, + 0.9972561597824097, + 1.0, + 0.9919705986976624, + 0.9989024996757507, + 0.999038577079773, + 1.0, + 0.9908731579780579, + 1.0, + 0.9957388043403625, + 0.9991717338562012, + 1.0, + 0.9938050508499146, + 0.9973680973052979, + 1.0, + 0.9929206371307373, + 0.9981825947761536, + 0.9964985847473145, + 0.9995783567428589, + 0.9942350387573242, + 1.0, + 0.9973224997520447, + 0.9988695383071899, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986594915390015, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999869704246521, + 1.0, + 1.0, + 1.0, + 0.9997432827949524, + 0.995121955871582, + 1.0, + 0.9996137022972107, + 0.9971660375595093, + 0.9918615221977234, + 0.9970044493675232, + 1.0, + 0.9976550340652466, + 0.9992165565490723, + 1.0, + 0.9981756806373596, + 1.0, + 0.9928264021873474, + 0.9985548853874207, + 1.0, + 1.0, + 0.9941045641899109, + 1.0, + 0.999341607093811, + 0.9963104724884033, + 1.0, + 0.9949868321418762, + 1.0, + 0.9986776113510132, + 0.9984109997749329, + 1.0, + 0.9985491633415222, + 1.0, + 0.9960567951202393, + 1.0, + 0.9988129734992981, + 1.0, + 0.997627854347229, + 1.0, + 0.9934529066085815, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984437823295593, + 0.995973527431488, + 1.0, + 0.9938769936561584, + 0.9984270930290222, + 0.9946172833442688, + 0.9972281455993652, + 1.0, + 0.9961700439453125, + 1.0, + 1.0, + 0.9989460110664368, + 0.9967027306556702, + 0.9998676180839539, + 0.9960296154022217, + 0.9978740811347961, + 1.0, + 1.0, + 0.997346043586731, + 0.9980042576789856, + 0.9989334940910339, + 0.9994661211967468, + 1.0, + 0.9990755319595337, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975568652153015, + 1.0, + 0.9972990155220032, + 0.9987103343009949, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997127890586853, + 1.0, + 1.0, + 0.9973766207695007, + 1.0, + 1.0, + 0.9969969391822815, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967913627624512, + 0.9959142804145813, + 1.0, + 0.9992545247077942, + 0.9995025992393494, + 1.0, + 1.0, + 1.0, + 0.9991321563720703, + 1.0, + 1.0, + 1.0, + 0.9982747435569763, + 0.9986421465873718, + 0.9960444569587708, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987675547599792, + 1.0, + 1.0, + 0.9990197420120239, + 1.0, + 1.0, + 0.9975544214248657, + 0.9990193843841553, + 0.9973006248474121, + 0.9965551495552063, + 0.9967900514602661, + 0.9993807077407837, + 0.997025728225708, + 0.9998756647109985, + 1.0, + 1.0, + 0.9955615997314453, + 0.9951702356338501, + 1.0, + 0.9967809319496155, + 1.0, + 0.9992552399635315, + 1.0, + 1.0, + 0.9938256144523621, + 1.0, + 1.0, + 0.9982654452323914, + 0.9992552399635315, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996355175971985, + 1.0, + 0.9973339438438416, + 0.9997569918632507, + 0.9956247210502625, + 0.9990233778953552, + 1.0, + 0.9992693066596985, + 1.0, + 1.0, + 0.9923793077468872, + 0.9958557486534119, + 1.0, + 0.9973226189613342, + 1.0, + 0.9979258179664612, + 1.0, + 0.9993907809257507, + 0.9990245699882507, + 0.9962167739868164, + 1.0, + 0.9981633424758911, + 0.9966878890991211, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937918186187744, + 0.9996325373649597, + 0.9968141317367554, + 0.9987707734107971, + 1.0, + 1.0, + 0.9969578981399536, + 0.9985353350639343, + 1.0, + 1.0, + 0.9990241527557373, + 1.0, + 0.9981711506843567, + 1.0, + 0.9953658580780029, + 1.0, + 0.999265730381012, + 0.9957134127616882, + 1.0, + 1.0, + 0.9997541904449463, + 1.0, + 0.9954540729522705, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987828731536865, + 0.9981720447540283, + 1.0, + 1.0, + 0.9995129108428955, + 1.0, + 0.9997575879096985, + 1.0, + 0.9997577667236328, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998816847801208, + 1.0, + 0.9962183833122253, + 0.9978647828102112, + 0.9957203269004822, + 0.9994030594825745, + 1.0, + 1.0, + 0.998691201210022, + 1.0, + 0.998094379901886, + 0.9995226263999939, + 1.0, + 1.0, + 1.0, + 0.9966670870780945, + 0.997850239276886, + 0.9928186535835266, + 0.9998794198036194, + 0.996744692325592, + 0.9951614737510681, + 0.9922206997871399, + 1.0, + 0.9997550845146179, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986595511436462, + 1.0, + 0.9973154067993164, + 0.9977976679801941, + 1.0, + 0.9996339082717896, + 0.9982908368110657, + 0.9984101057052612, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986673593521118, + 1.0, + 0.9973330497741699, + 1.0, + 1.0, + 0.9966031908988953, + 0.9995130300521851, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975810647010803, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996887743473053, + 1.0, + 0.9998801946640015, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996451139450073, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998825192451477, + 1.0, + 0.9990606307983398, + 0.9990597367286682, + 0.9997646808624268, + 1.0, + 1.0, + 1.0, + 0.9989438056945801, + 0.9978852868080139, + 1.0, + 1.0, + 0.9982417225837708, + 1.0, + 0.9991795420646667, + 1.0, + 0.9983581304550171, + 1.0, + 1.0, + 0.9941369891166687, + 1.0, + 1.0, + 0.9987027645111084, + 1.0, + 0.9977573156356812, + 1.0, + 0.9997633695602417, + 0.9997633099555969, + 0.999644935131073, + 1.0, + 1.0, + 0.9996460676193237, + 0.9935095310211182, + 1.0, + 1.0, + 0.9994078874588013, + 1.0, + 1.0, + 1.0, + 0.9996464848518372, + 0.9997643232345581, + 1.0, + 0.9991748332977295, + 0.9997640252113342, + 0.9987019300460815, + 1.0, + 1.0, + 1.0, + 0.9983537793159485, + 0.9971731305122375, + 1.0, + 0.9935034513473511, + 0.9985733032226562, + 0.9998809695243835, + 1.0, + 0.9977527856826782, + 0.9982219338417053, + 0.9998812675476074, + 0.997387170791626, + 0.9994046092033386, + 1.0, + 0.9998809099197388, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976277947425842, + 1.0, + 1.0, + 0.9994074702262878, + 1.0, + 1.0, + 0.9991727471351624, + 1.0, + 0.9989423751831055, + 0.9996471405029297, + 0.9996469616889954, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982478618621826, + 1.0, + 0.9994150400161743, + 1.0, + 1.0, + 0.9997662305831909, + 1.0, + 1.0, + 0.9961654543876648, + 0.9993001818656921, + 0.9992995858192444, + 1.0, + 0.9998835325241089, + 0.9995339512825012, + 1.0, + 0.9998836517333984, + 0.9975561499595642, + 1.0, + 0.9963852763175964, + 0.9978935122489929, + 0.9994136095046997, + 0.9961276054382324, + 1.0, + 1.0, + 0.9996472001075745, + 0.9997646808624268, + 0.9989408850669861, + 0.9963482618331909, + 1.0, + 1.0, + 1.0, + 0.9955204725265503, + 1.0, + 0.9995266199111938, + 0.9984606504440308, + 1.0, + 0.9938345551490784, + 1.0, + 1.0, + 0.9951266050338745, + 1.0, + 0.9994037747383118, + 0.9996420741081238, + 0.9996419548988342, + 1.0, + 0.9948675036430359, + 1.0, + 0.9997605085372925, + 1.0, + 1.0, + 0.9998806715011597, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974056482315063, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998828768730164, + 1.0, + 1.0, + 1.0, + 0.9977919459342957, + 0.9984859228134155, + 1.0, + 1.0, + 0.997668445110321, + 1.0, + 0.9975484609603882, + 1.0, + 0.9998829960823059, + 0.998595654964447, + 0.9997655749320984, + 1.0, + 1.0, + 1.0, + 0.9973134398460388, + 1.0, + 1.0, + 0.9998830556869507, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99781733751297, + 0.9998849034309387, + 1.0, + 0.9955187439918518, + 0.9996537566184998, + 0.9989609122276306, + 1.0, + 1.0, + 0.9997689723968506, + 0.9947988986968994, + 1.0, + 0.9967502355575562, + 1.0, + 0.9998835921287537, + 1.0, + 1.0, + 0.9997671842575073, + 0.9990686774253845, + 0.9995338916778564, + 1.0, + 0.9998835921287537, + 0.9991849064826965, + 0.9993008375167847, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997692704200745, + 0.9998846054077148, + 0.9997691512107849, + 1.0, + 1.0, + 1.0, + 0.9996562004089355, + 0.9990829825401306, + 1.0, + 1.0, + 1.0, + 0.9994271397590637, + 1.0, + 1.0, + 0.9972496628761292, + 1.0, + 1.0, + 0.9981634020805359, + 1.0, + 0.999885082244873, + 0.9972413778305054, + 1.0, + 0.9998847842216492, + 0.998041033744812, + 1.0, + 1.0, + 1.0, + 0.9973520636558533, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979258179664612, + 1.0, + 1.0, + 0.9981527924537659, + 1.0, + 0.9978070855140686, + 0.9958357214927673, + 1.0, + 1.0, + 0.9998841285705566, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979322552680969, + 1.0, + 0.9995396733283997, + 1.0, + 0.9989660978317261, + 0.9935603141784668, + 0.9998841881752014, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973605871200562, + 1.0, + 0.9998850226402283, + 0.999424934387207, + 1.0, + 0.9995396733283997, + 1.0, + 1.0, + 0.9991942048072815, + 0.9979262948036194, + 0.9984991550445557, + 0.9964157938957214, + 0.9989556670188904, + 0.9995354413986206, + 0.999883770942688, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996535778045654, + 1.0, + 0.996881902217865, + 1.0, + 0.9997690916061401, + 0.9998844265937805, + 1.0, + 0.9996538162231445, + 0.9997690916061401, + 1.0, + 0.9995386004447937, + 0.9998846054077148, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997718334197998, + 1.0, + 0.9980624914169312, + 0.9998857378959656, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987491965293884, + 1.0, + 0.9995445609092712, + 0.9990887641906738, + 1.0, + 1.0, + 0.9989745020866394, + 0.9998859167098999, + 0.9988592267036438, + 0.9980584383010864, + 1.0, + 0.9995431303977966, + 0.9998856782913208, + 0.9993142485618591, + 1.0, + 0.9971408843994141, + 1.0, + 1.0, + 0.9997707009315491, + 0.9971333742141724, + 0.9997699856758118, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965556859970093, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998853802680969, + 1.0, + 1.0, + 0.999197781085968, + 1.0, + 0.9974773526191711, + 1.0, + 0.9979393482208252, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997711777687073, + 0.9998855590820312, + 0.999885618686676, + 0.9997711181640625 + ], + "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_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_df_eval.csv b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c2bcb831978d033b4437aa05d3c8f4bcb920993 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_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 +78.0,78.0,-0.027819054,476.1905,10000.0,21.0,625.0,,128.0,0.0002497952,0.1,2.7969081 +102.96296,90.481476,-0.027180187,740.7407,20000.0,27.0,1250.0,,288.0,0.0002495392,0.1,2.7841394 +120.0,100.320984,-0.031555388,909.0909,30000.0,33.0,1875.0,,448.0,0.0002492832,0.1,2.7625985 +141.50943,110.618095,-0.029740393,1000.0,40000.0,40.0,2500.0,,608.0,0.0002490272,0.1,2.7582164 +147.05882,117.906235,-0.027474172,1086.9565,50000.0,46.0,3125.0,,768.0,0.0002487712,0.1,2.6690602 +152.77109,123.71704,-0.02714923,1153.8462,60000.0,52.0,3750.0,,928.0,0.0002485152,0.1,2.6823215 +162.55319,129.26506,-0.02654165,1206.8966,70000.0,58.0,4375.0,,1088.0,0.0002482592,0.1,2.6894054 +174.2,134.88193,-0.024329271,1269.8413,80000.0,63.0,5000.0,,1248.0,0.0002480032,0.1,2.6714573 +194.6,141.51727,-0.032503173,1323.5294,90000.0,68.0,5625.0,,1376.0,0.0002477984,0.1,2.6699047 +207.4,148.10555,-0.031441648,1351.3513,100000.0,74.0,6250.0,,1536.0,0.0002475424,0.1,2.6754928 +223.6,154.96867,-0.027059799,1392.405,110000.0,79.0,6875.0,,1696.0,0.0002472864,0.1,2.619493 +235.8,161.70462,-0.029943995,1411.7646,120000.0,85.0,7500.0,,1856.0,0.0002470304,0.1,2.657168 +250.4,168.52734,-0.029400948,1444.4445,130000.0,90.0,8125.0,,2016.0,0.0002467744,0.1,2.5926123 +269.2,175.71825,-0.027404815,1458.3334,140000.0,96.0,8750.0,,2176.0,0.0002465184,0.1,2.584038 +279.0,182.6037,-0.02943108,1485.1486,150000.0,101.0,9375.0,,2336.0,0.0002462624,0.1,2.6782749 +287.8,189.17847,-0.031382065,1509.434,160000.0,106.0,10000.0,,2496.0,0.0002460064,0.1,2.5588913 +315.8,196.6268,-0.031833563,1517.8572,170000.0,112.0,10625.0,,2656.0,0.0002457504,0.1,2.510585 +319.2,203.43642,-0.034225002,1538.4615,180000.0,117.0,11250.0,,2784.0,0.0002455456,0.1,2.5757847 +335.4,210.38187,-0.032968227,1557.3771,190000.0,122.0,11875.0,,2944.0,0.0002452896,0.1,2.5494833 +359.0,217.81277,-0.033377588,1562.5,200000.0,128.0,12500.0,,3104.0,0.0002450336,0.1,2.4994626 +370.6,225.08835,-0.033614624,1578.9474,210000.0,133.0,13125.0,,3264.0,0.0002447776,0.1,2.5159843 +385.0,232.35707,-0.029050956,1571.4286,220000.0,140.0,13750.0,,3424.0,0.0002445216,0.1,2.4749289 +394.2,239.39372,-0.031977575,1575.3424,230000.0,146.0,14375.0,,3584.0,0.0002442656,0.1,2.4974122 +396.0,245.91899,-0.033532303,1589.4039,240000.0,151.0,15000.0,,3744.0,0.0002440096,0.1,2.5145078 +408.2,252.41023,-0.03538264,1592.3567,250000.0,157.0,15625.0,,3904.0,0.0002437536,0.1,2.420673 +416.4,258.71753,-0.029855309,1604.9382,260000.0,162.0,16250.0,,4032.0,0.0002435488,0.1,2.4263353 +434.8,265.2391,-0.027339695,1616.7665,270000.0,167.0,16875.0,,4192.0,0.0002432928,0.1,2.4526389 +437.6,271.39484,-0.03342741,1618.4971,280000.0,173.0,17500.0,,4352.0,0.0002430368,0.1,2.396504 +447.8,277.47778,-0.028979665,1620.1117,290000.0,179.0,18125.0,,4512.0,0.0002427808,0.1,2.4340696 +462.4,283.64188,-0.02914986,1630.4348,300000.0,184.0,18750.0,,4672.0,0.0002425248,0.1,2.3892636 +465.0,289.49213,-0.0306546,1631.579,310000.0,190.0,19375.0,,4832.0,0.0002422688,0.1,2.3989224 +475.8,295.31424,-0.029988902,1632.6531,320000.0,196.0,20000.0,,4992.0,0.0002420128,0.1,2.400298 +485.0,301.0623,-0.032458477,1633.6633,330000.0,202.0,20625.0,,5152.0,0.0002417568,0.1,2.3046818 +478.2,306.27222,-0.028634973,1634.6154,340000.0,208.0,21250.0,,5312.0,0.0002415008,0.1,2.3592255 +483.2,311.3273,-0.032233324,1643.1925,350000.0,213.0,21875.0,,5440.0,0.000241296,0.1,2.352911 +482.2,316.0738,-0.030721739,1651.3761,360000.0,218.0,22500.0,,5600.0,0.00024104,0.1,2.323324 +486.0,320.66638,-0.034807142,1651.7858,370000.0,224.0,23125.0,,5760.0,0.000240784,0.1,2.2859998 +494.6,325.24356,-0.03462496,1652.174,380000.0,230.0,23750.0,,5920.0,0.000240528,0.1,2.2813234 +511.6,330.02194,-0.029681116,1659.5745,390000.0,235.0,24375.0,,6080.0,0.000240272,0.1,2.339018 +513.6,334.6114,-0.037484903,1659.751,400000.0,241.0,25000.0,,6240.0,0.000240016,0.1,2.3112373 +518.4,339.09402,-0.037127387,1659.9191,410000.0,247.0,25625.0,,6400.0,0.00023976,0.1,2.2478924 +524.6,343.51083,-0.03268957,1660.0791,420000.0,253.0,26250.0,,6560.0,0.000239504,0.1,2.2194376 +530.4,347.85712,-0.028882792,1666.6666,430000.0,258.0,26875.0,,6688.0,0.0002392992,0.1,2.2344048 +538.2,352.18307,-0.029343292,1666.6666,440000.0,264.0,27500.0,,6848.0,0.0002390432,0.1,2.1971326 +549.0,356.5568,-0.033251967,1672.8624,450000.0,269.0,28125.0,,7008.0,0.0002387872,0.1,2.1328897 +552.8,360.82294,-0.032611802,1672.7273,460000.0,275.0,28750.0,,7168.0,0.0002385312,0.1,2.2711153 +553.8,364.92886,-0.035325017,1678.5714,470000.0,280.0,29375.0,,7328.0,0.0002382752,0.1,2.2647688 +557.8,368.947,-0.031779364,1678.3217,480000.0,286.0,30000.0,,7488.0,0.0002380192,0.1,2.3652256 +555.4,372.75217,-0.036415894,1683.8488,490000.0,291.0,30625.0,,7648.0,0.0002377632,0.1,2.3217187 +560.2,376.5011,-0.028330542,1683.5017,500000.0,297.0,31250.0,,7808.0,0.0002375072,0.1,2.2811532 +563.6,380.16968,-0.031680375,1688.7417,510000.0,302.0,31875.0,,7968.0,0.0002372512,0.1,2.1449323 +564.2,383.7087,-0.032207847,1688.3116,520000.0,308.0,32500.0,,8096.0,0.0002370464,0.1,2.3659086 +568.4,387.19348,-0.032641314,1687.8981,530000.0,314.0,33125.0,,8256.0,0.0002367904,0.1,2.2400634 +579.4,390.75287,-0.035954043,1692.7899,540000.0,319.0,33750.0,,8416.0,0.0002365344,0.1,2.3072524 +581.2,394.2155,-0.038246553,1692.3077,550000.0,325.0,34375.0,,8576.0,0.0002362784,0.1,2.2755055 +577.2,397.48312,-0.031192595,1691.8429,560000.0,331.0,35000.0,,8736.0,0.0002360224,0.1,2.2984438 +590.4,400.86765,-0.03437673,1696.4286,570000.0,336.0,35625.0,,8896.0,0.0002357664,0.1,2.2549028 +595.0,404.21475,-0.034987606,1695.9064,580000.0,342.0,36250.0,,9056.0,0.0002355104,0.1,2.313167 +593.6,407.42465,-0.037170224,1695.4023,590000.0,348.0,36875.0,,9216.0,0.0002352544,0.1,2.3043048 +599.4,410.62424,-0.034297317,1699.7167,600000.0,353.0,37500.0,,9344.0,0.0002350496,0.1,2.2259681 +600.0,413.72876,-0.03974304,1694.4445,610000.0,360.0,38125.0,,9504.0,0.0002347936,0.1,2.2780004 +600.2,416.73636,-0.03470122,1693.989,620000.0,366.0,38750.0,,9664.0,0.0002345376,0.1,2.1913805 +606.8,419.75327,-0.032815065,1693.5483,630000.0,372.0,39375.0,,9824.0,0.0002342816,0.1,2.1274939 +610.8,422.73837,-0.034856413,1693.1217,640000.0,378.0,40000.0,,9984.0,0.0002340256,0.1,2.1420474 +610.8,425.63165,-0.032203984,1697.1279,650000.0,383.0,40625.0,,10144.0,0.0002337696,0.1,2.1535847 +613.4,428.47662,-0.03695489,1696.6581,660000.0,389.0,41250.0,,10304.0,0.0002335136,0.1,2.0859957 +621.6,431.35904,-0.030076941,1700.5076,670000.0,394.0,41875.0,,10464.0,0.0002332576,0.1,2.1283026 +633.4,434.33026,-0.03251037,1700.0,680000.0,400.0,42500.0,,10624.0,0.0002330016,0.1,2.135665 +637.4,437.2733,-0.03309449,1703.7037,690000.0,405.0,43125.0,,10752.0,0.0002327968,0.1,2.1789122 +648.0,440.2837,-0.035687096,1703.163,700000.0,411.0,43750.0,,10912.0,0.0002325408,0.1,2.1970108 +653.8,443.29095,-0.032583084,1706.7307,710000.0,416.0,44375.0,,11072.0,0.0002322848,0.1,2.0820591 +659.2,446.28967,-0.028550437,1706.1611,720000.0,422.0,45000.0,,11232.0,0.0002320288,0.1,2.0320263 +656.8,449.17337,-0.03358095,1705.6074,730000.0,428.0,45625.0,,11392.0,0.0002317728,0.1,2.1062992 +659.6,452.017,-0.03203533,1709.007,740000.0,433.0,46250.0,,11552.0,0.0002315168,0.1,2.053734 +672.2,454.95276,-0.035481304,1704.5454,750000.0,440.0,46875.0,,11712.0,0.0002312608,0.1,2.078475 +675.4,457.85336,-0.033272248,1707.8651,760000.0,445.0,47500.0,,11872.0,0.0002310048,0.1,2.0389724 +675.8,460.68384,-0.03264087,1711.1111,770000.0,450.0,48125.0,,12000.0,0.0002308,0.1,2.0656247 +683.0,463.53406,-0.03165511,1710.5264,780000.0,456.0,48750.0,,12160.0,0.000230544,0.1,2.0512505 +686.0,466.35007,-0.02896885,1709.9567,790000.0,462.0,49375.0,,12320.0,0.000230288,0.1,2.0051107 +685.4,469.0882,-0.035838883,1709.4017,800000.0,468.0,50000.0,,12480.0,0.000230032,0.1,1.9578441 +688.0,471.7908,-0.032250665,1712.4736,810000.0,473.0,50625.0,,12640.0,0.000229776,0.1,2.008489 +686.8,474.41287,-0.031684827,1711.8998,820000.0,479.0,51250.0,,12800.0,0.00022952,0.1,2.0192378 +688.6,476.99347,-0.03250122,1711.3402,830000.0,485.0,51875.0,,12960.0,0.000229264,0.1,2.1281567 +694.2,479.57925,-0.035223126,1714.2858,840000.0,490.0,52500.0,,13120.0,0.000229008,0.1,2.0399313 +694.4,482.10654,-0.034350906,1713.7097,850000.0,496.0,53125.0,,13280.0,0.000228752,0.1,2.0589404 +694.2,484.57272,-0.037796292,1716.5669,860000.0,501.0,53750.0,,13408.0,0.0002285472,0.1,2.0708213 +692.4,486.96152,-0.031175494,1719.3676,870000.0,506.0,54375.0,,13568.0,0.0002282912,0.1,2.0659444 +687.0,489.23474,-0.03274345,1718.75,880000.0,512.0,55000.0,,13728.0,0.0002280352,0.1,2.0722585 +689.4,491.48376,-0.02872001,1721.47,890000.0,517.0,55625.0,,13888.0,0.0002277792,0.1,2.097789 +684.6,493.62952,-0.03025075,1720.8413,900000.0,523.0,56250.0,,14048.0,0.0002275232,0.1,2.1215928 +684.0,495.7215,-0.03260295,1723.4849,910000.0,528.0,56875.0,,14208.0,0.0002272672,0.1,2.0619621 +689.6,497.8289,-0.03350485,1722.8464,920000.0,534.0,57500.0,,14368.0,0.0002270112,0.1,2.185378 +690.0,499.89523,-0.038065232,1722.2222,930000.0,540.0,58125.0,,14528.0,0.0002267552,0.1,2.1219404 +688.4,501.9006,-0.034054868,1724.7706,940000.0,545.0,58750.0,,14656.0,0.0002265504,0.1,2.1705482 +690.6,503.88693,-0.039541524,1724.138,950000.0,551.0,59375.0,,14816.0,0.0002262944,0.1,2.181046 +691.6,505.8423,-0.030277666,1726.6187,960000.0,556.0,60000.0,,14976.0,0.0002260384,0.1,2.1391864 +688.8,507.72845,-0.03179998,1725.9786,970000.0,562.0,60625.0,,15136.0,0.0002257824,0.1,2.0472744 +690.0,509.58838,-0.03450571,1725.3522,980000.0,568.0,61250.0,,15296.0,0.0002255264,0.1,1.9717433 +696.4,511.47534,-0.032709163,1727.7487,990000.0,573.0,61875.0,,15456.0,0.0002252704,0.1,1.9426501 +698.6,513.3466,-0.03598326,1727.1157,1000000.0,579.0,62500.0,,15616.0,0.0002250144,0.1,2.0582182 +703.2,519.5986,-0.037445497,1726.4957,1010000.0,585.0,63125.0,,15776.0,0.0002247584,0.1,2.0399735 +703.0,525.59894,-0.034097593,1728.8136,1020000.0,590.0,63750.0,,15936.0,0.0002245024,0.1,2.128621 +702.4,531.4229,-0.030803304,1731.0924,1030000.0,595.0,64375.0,,16064.0,0.0002242976,0.1,2.1367185 +704.6,537.05383,-0.030287735,1730.4492,1040000.0,601.0,65000.0,,16224.0,0.0002240416,0.1,2.1178265 +705.6,542.6393,-0.034030996,1729.8187,1050000.0,607.0,65625.0,,16384.0,0.0002237856,0.1,2.1139367 +706.6,548.17755,-0.038580306,1732.0261,1060000.0,612.0,66250.0,,16544.0,0.0002235296,0.1,2.1133575 +713.8,553.69006,-0.031895205,1731.3916,1070000.0,618.0,66875.0,,16704.0,0.0002232736,0.1,2.1681697 +718.4,559.132,-0.039745282,1730.7693,1080000.0,624.0,67500.0,,16864.0,0.0002230176,0.1,2.1688433 +720.2,564.388,-0.0360924,1732.9094,1090000.0,629.0,68125.0,,17024.0,0.0002227616,0.1,2.1807094 +723.4,569.548,-0.036170173,1732.2834,1100000.0,635.0,68750.0,,17184.0,0.0002225056,0.1,2.196188 +727.4,574.586,-0.032521136,1734.375,1110000.0,640.0,69375.0,,17312.0,0.0002223008,0.1,2.1421897 +729.6,579.5239,-0.037076753,1733.7461,1120000.0,646.0,70000.0,,17472.0,0.0002220448,0.1,2.137192 +729.2,584.312,-0.03584647,1733.1288,1130000.0,652.0,70625.0,,17632.0,0.0002217888,0.1,2.110301 +729.0,588.91003,-0.03661639,1732.5228,1140000.0,658.0,71250.0,,17792.0,0.0002215328,0.1,2.0673218 +731.2,593.432,-0.03460104,1731.9277,1150000.0,664.0,71875.0,,17952.0,0.0002212768,0.1,2.1212778 +730.8,597.862,-0.03215431,1731.3433,1160000.0,670.0,72500.0,,18112.0,0.0002210208,0.1,2.0957406 +729.0,601.99396,-0.033704177,1730.7693,1170000.0,676.0,73125.0,,18272.0,0.0002207648,0.1,2.1209574 +736.4,606.166,-0.037058882,1732.746,1180000.0,681.0,73750.0,,18432.0,0.0002205088,0.1,2.2276375 +735.0,610.162,-0.04128887,1732.1688,1190000.0,687.0,74375.0,,18592.0,0.0002202528,0.1,2.1668196 +737.4,613.94604,-0.038593896,1734.104,1200000.0,692.0,75000.0,,18720.0,0.000220048,0.1,2.1912425 +735.8,617.59796,-0.038844533,1736.0115,1210000.0,697.0,75625.0,,18880.0,0.000219792,0.1,2.1914053 +738.4,621.132,-0.03471111,1735.4197,1220000.0,703.0,76250.0,,19040.0,0.000219536,0.1,2.151853 +741.8,624.608,-0.04020884,1734.8378,1230000.0,709.0,76875.0,,19200.0,0.00021928,0.1,2.0875287 +746.4,628.112,-0.035529565,1734.2657,1240000.0,715.0,77500.0,,19360.0,0.000219024,0.1,2.234359 +744.2,631.4719,-0.039053794,1736.1111,1250000.0,720.0,78125.0,,19520.0,0.000218768,0.1,2.1827722 +746.8,634.776,-0.035630535,1737.931,1260000.0,725.0,78750.0,,19680.0,0.000218512,0.1,2.1249676 +752.0,637.948,-0.030984849,1737.3461,1270000.0,731.0,79375.0,,19840.0,0.000218256,0.1,2.1729496 +751.4,641.086,-0.038924094,1736.7708,1280000.0,737.0,80000.0,,20000.0,0.000218,0.1,2.169869 +746.6,644.074,-0.0393406,1738.5444,1290000.0,742.0,80625.0,,20128.0,0.0002177952,0.1,2.1454093 +750.6,646.956,-0.038484428,1740.2946,1300000.0,747.0,81250.0,,20288.0,0.0002175392,0.1,2.159925 +754.4,649.85,-0.03791539,1739.7079,1310000.0,753.0,81875.0,,20448.0,0.0002172832,0.1,2.2152853 +755.0,652.642,-0.041494433,1741.4248,1320000.0,758.0,82500.0,,20608.0,0.0002170272,0.1,2.1437492 +759.2,655.384,-0.039208636,1740.8376,1330000.0,764.0,83125.0,,20768.0,0.0002167712,0.1,2.203339 +763.8,658.24,-0.03885994,1742.5227,1340000.0,769.0,83750.0,,20928.0,0.0002165152,0.1,2.1994119 +765.4,661.062,-0.043439165,1744.186,1350000.0,774.0,84375.0,,21088.0,0.0002162592,0.1,2.1766777 +765.6,663.896,-0.04100294,1743.5897,1360000.0,780.0,85000.0,,21248.0,0.0002160032,0.1,2.177083 +767.0,666.706,-0.040501583,1747.449,1370000.0,784.0,85625.0,,21376.0,0.0002157984,0.1,2.1758747 +777.6,669.536,-0.04011848,1746.8354,1380000.0,790.0,86250.0,,21536.0,0.0002155424,0.1,2.1685207 +779.8,672.218,-0.036443457,1748.4276,1390000.0,795.0,86875.0,,21696.0,0.0002152864,0.1,2.1054463 +781.2,674.894,-0.034813646,1747.8152,1400000.0,801.0,87500.0,,21856.0,0.0002150304,0.1,2.0664108 +784.0,677.55,-0.038006928,1749.3796,1410000.0,806.0,88125.0,,22016.0,0.0002147744,0.1,2.1667943 +785.6,680.16,-0.037075073,1748.7684,1420000.0,812.0,88750.0,,22176.0,0.0002145184,0.1,2.16426 +779.8,682.654,-0.037824817,1750.306,1430000.0,817.0,89375.0,,22336.0,0.0002142624,0.1,2.1907454 +782.0,685.092,-0.03951132,1751.8248,1440000.0,822.0,90000.0,,22496.0,0.0002140064,0.1,2.1406631 +786.8,687.47,-0.040996153,1751.2078,1450000.0,828.0,90625.0,,22656.0,0.0002137504,0.1,2.1060119 +794.4,689.8859,-0.041109953,1752.701,1460000.0,833.0,91250.0,,22784.0,0.0002135456,0.1,2.148504 +796.2,692.31,-0.037090983,1754.1766,1470000.0,838.0,91875.0,,22944.0,0.0002132896,0.1,2.0878396 +797.8,694.7099,-0.03806894,1755.6346,1480000.0,843.0,92500.0,,23104.0,0.0002130336,0.1,2.1364677 +800.6,697.16205,-0.033475023,1755.0059,1490000.0,849.0,93125.0,,23264.0,0.0002127776,0.1,2.1619973 +807.4,699.63403,-0.039225295,1756.4403,1500000.0,854.0,93750.0,,23424.0,0.0002125216,0.1,2.1503687 +812.2,702.12,-0.038758986,1755.814,1510000.0,860.0,94375.0,,23584.0,0.0002122656,0.1,2.1507087 +810.4,704.58203,-0.039840944,1757.2255,1520000.0,865.0,95000.0,,23744.0,0.0002120096,0.1,2.0999281 +809.2,706.99,-0.04260842,1758.6207,1530000.0,870.0,95625.0,,23904.0,0.0002117536,0.1,2.1194265 +808.8,709.284,-0.03974293,1760.0,1540000.0,875.0,96250.0,,24032.0,0.0002115488,0.1,2.159926 +811.6,711.58795,-0.04226324,1759.3644,1550000.0,881.0,96875.0,,24192.0,0.0002112928,0.1,2.172891 +809.6,713.91205,-0.03871471,1760.7223,1560000.0,886.0,97500.0,,24352.0,0.0002110368,0.1,2.1988878 +812.8,716.1359,-0.03989029,1762.0651,1570000.0,891.0,98125.0,,24512.0,0.0002107808,0.1,2.1581388 +811.8,718.30396,-0.031902675,1761.427,1580000.0,897.0,98750.0,,24672.0,0.0002105248,0.1,2.188776 +807.6,720.4439,-0.039316416,1760.7974,1590000.0,903.0,99375.0,,24832.0,0.0002102688,0.1,2.1696649 +805.6,722.5059,-0.044729654,1762.1145,1600000.0,908.0,100000.0,,24992.0,0.0002100128,0.1,2.2510772 +803.0,724.53595,-0.03851708,1763.4174,1610000.0,913.0,100625.0,,25152.0,0.0002097568,0.1,2.183172 +803.4,726.56805,-0.04076857,1762.7856,1620000.0,919.0,101250.0,,25312.0,0.0002095008,0.1,2.1780357 +800.8,728.508,-0.0375295,1765.9805,1630000.0,923.0,101875.0,,25440.0,0.000209296,0.1,2.2567868 +806.2,730.462,-0.04265879,1765.3391,1640000.0,929.0,102500.0,,25600.0,0.00020904,0.1,2.243044 +814.8,732.50195,-0.04060254,1766.5953,1650000.0,934.0,103125.0,,25760.0,0.000208784,0.1,2.2963738 +813.8,734.5059,-0.041121945,1765.9574,1660000.0,940.0,103750.0,,25920.0,0.000208528,0.1,2.3252423 +815.8,736.448,-0.043653425,1767.1958,1670000.0,945.0,104375.0,,26080.0,0.000208272,0.1,2.2255926 +813.4,738.24786,-0.04188205,1766.5615,1680000.0,951.0,105000.0,,26240.0,0.000208016,0.1,2.2632036 +813.6,740.00995,-0.041567583,1765.9352,1690000.0,957.0,105625.0,,26400.0,0.00020776,0.1,2.267634 +815.2,741.682,-0.040247522,1765.3168,1700000.0,963.0,106250.0,,26560.0,0.000207504,0.1,2.2079525 +816.6,743.31006,-0.042711634,1766.5289,1710000.0,968.0,106875.0,,26688.0,0.0002072992,0.1,2.1807969 +817.4,744.892,-0.041948188,1764.1025,1720000.0,975.0,107500.0,,26848.0,0.0002070432,0.1,2.1970947 +820.8,746.53204,-0.04392469,1763.5066,1730000.0,981.0,108125.0,,27008.0,0.0002067872,0.1,2.1096847 +826.2,748.198,-0.0365977,1762.918,1740000.0,987.0,108750.0,,27168.0,0.0002065312,0.1,2.1172366 +824.2,749.718,-0.036110282,1760.5634,1750000.0,994.0,109375.0,,27328.0,0.0002062752,0.1,2.1452785 +822.4,751.188,-0.038336,1760.0,1760000.0,1000.0,110000.0,,27488.0,0.0002060192,0.1,2.237936 +820.8,752.63806,-0.04009843,1759.4434,1770000.0,1006.0,110625.0,,27648.0,0.0002057632,0.1,2.1409302 +820.6,754.014,-0.037518177,1757.157,1780000.0,1013.0,111250.0,,27808.0,0.0002055072,0.1,2.1608086 +819.4,755.3479,-0.039654378,1756.6241,1790000.0,1019.0,111875.0,,27968.0,0.0002052512,0.1,2.099033 +817.0,756.6639,-0.043208186,1756.0975,1800000.0,1025.0,112500.0,,28096.0,0.0002050464,0.1,2.059479 +818.8,757.9719,-0.03829256,1755.5771,1810000.0,1031.0,113125.0,,28256.0,0.0002047904,0.1,2.1806228 +818.4,759.28796,-0.036682874,1755.0626,1820000.0,1037.0,113750.0,,28416.0,0.0002045344,0.1,2.198762 +816.8,760.56995,-0.040669926,1752.8735,1830000.0,1044.0,114375.0,,28576.0,0.0002042784,0.1,2.130621 +812.0,761.74786,-0.03721097,1752.381,1840000.0,1050.0,115000.0,,28736.0,0.0002040224,0.1,2.168435 +807.8,762.88196,-0.040773574,1751.8939,1850000.0,1056.0,115625.0,,28896.0,0.0002037664,0.1,2.0732625 +807.4,764.014,-0.04180382,1751.4125,1860000.0,1062.0,116250.0,,29056.0,0.0002035104,0.1,2.0970259 +806.6,765.15594,-0.044599522,1750.9363,1870000.0,1068.0,116875.0,,29216.0,0.0002032544,0.1,2.0766332 +806.2,766.34796,-0.044150967,1750.4656,1880000.0,1074.0,117500.0,,29344.0,0.0002030496,0.1,2.1763978 +807.2,767.5261,-0.042386156,1750.0,1890000.0,1080.0,118125.0,,29504.0,0.0002027936,0.1,2.1693926 +806.2,768.7421,-0.03139579,1747.93,1900000.0,1087.0,118750.0,,29664.0,0.0002025376,0.1,2.1215386 +801.0,769.91205,-0.030158669,1747.484,1910000.0,1093.0,119375.0,,29824.0,0.0002022816,0.1,2.205107 +801.6,771.03204,-0.042614497,1747.0427,1920000.0,1099.0,120000.0,,29984.0,0.0002020256,0.1,2.233406 +797.2,772.10406,-0.036989696,1746.6063,1930000.0,1105.0,120625.0,,30144.0,0.0002017696,0.1,2.2064996 +793.4,773.154,-0.043469626,1746.1746,1940000.0,1111.0,121250.0,,30304.0,0.0002015136,0.1,2.2198558 +793.8,774.1859,-0.043077063,1745.7476,1950000.0,1117.0,121875.0,,30464.0,0.0002012576,0.1,2.2401443 +794.6,775.216,-0.039826192,1745.3251,1960000.0,1123.0,122500.0,,30624.0,0.0002010016,0.1,2.2308507 +797.8,776.3059,-0.040899508,1744.907,1970000.0,1129.0,123125.0,,30752.0,0.0002007968,0.1,2.2831955 +796.0,777.36597,-0.04229253,1744.4934,1980000.0,1135.0,123750.0,,30912.0,0.0002005408,0.1,2.278374 +795.6,778.358,-0.035564713,1742.5569,1990000.0,1142.0,124375.0,,31072.0,0.0002002848,0.1,2.2668953 +795.8,779.33,-0.043299172,1742.1603,2000000.0,1148.0,125000.0,,31232.0,0.0002000288,0.1,2.1761265 +799.8,780.29596,-0.041446544,1741.7678,2010000.0,1154.0,125625.0,,31392.0,0.0001997728,0.1,2.0950677 +796.2,781.22797,-0.040704224,1741.3793,2020000.0,1160.0,126250.0,,31552.0,0.0001995168,0.1,2.1543498 +797.0,782.1739,-0.044157382,1740.9949,2030000.0,1166.0,126875.0,,31712.0,0.0001992608,0.1,2.186972 +800.4,783.13196,-0.040765017,1740.6144,2040000.0,1172.0,127500.0,,31872.0,0.0001990048,0.1,2.128305 +805.8,784.134,-0.044153146,1740.2377,2050000.0,1178.0,128125.0,,32000.0,0.0001988,0.1,2.0890656 +807.6,785.1439,-0.042238798,1738.3966,2060000.0,1185.0,128750.0,,32160.0,0.000198544,0.1,2.0640626 +814.4,786.1499,-0.04308866,1738.0353,2070000.0,1191.0,129375.0,,32320.0,0.000198288,0.1,2.1095672 +812.8,787.09393,-0.034612946,1737.6775,2080000.0,1197.0,130000.0,,32480.0,0.000198032,0.1,2.0758338 +805.8,787.9498,-0.03966274,1735.8804,2090000.0,1204.0,130625.0,,32640.0,0.000197776,0.1,2.0427082 +802.8,788.74384,-0.04036043,1735.5372,2100000.0,1210.0,131250.0,,32800.0,0.00019752,0.1,2.067933 +804.6,789.51587,-0.037606344,1735.1974,2110000.0,1216.0,131875.0,,32960.0,0.000197264,0.1,1.995734 +808.2,790.30194,-0.041384842,1734.8608,2120000.0,1222.0,132500.0,,33120.0,0.000197008,0.1,2.093391 +807.4,791.084,-0.03748607,1734.5277,2130000.0,1228.0,133125.0,,33280.0,0.000196752,0.1,2.0479674 +810.8,791.90204,-0.034550935,1734.1978,2140000.0,1234.0,133750.0,,33408.0,0.0001965472,0.1,2.0547862 +815.2,792.74194,-0.039578877,1733.871,2150000.0,1240.0,134375.0,,33568.0,0.0001962912,0.1,2.075563 +813.2,793.56604,-0.039544117,1732.1572,2160000.0,1247.0,135000.0,,33728.0,0.0001960352,0.1,2.1081228 +813.0,794.40607,-0.04017233,1731.8436,2170000.0,1253.0,135625.0,,33888.0,0.0001957792,0.1,2.0839744 +813.6,795.17804,-0.04224921,1730.1587,2180000.0,1260.0,136250.0,,34048.0,0.0001955232,0.1,2.1046715 +811.8,795.94604,-0.038743418,1729.8578,2190000.0,1266.0,136875.0,,34208.0,0.0001952672,0.1,1.9886687 +812.6,796.698,-0.04142445,1729.5597,2200000.0,1272.0,137500.0,,34368.0,0.0001950112,0.1,2.101559 +814.8,797.488,-0.0403015,1727.9125,2210000.0,1279.0,138125.0,,34528.0,0.0001947552,0.1,2.061549 +814.4,798.248,-0.036379766,1727.6265,2220000.0,1285.0,138750.0,,34656.0,0.0001945504,0.1,2.0589216 +818.4,799.014,-0.037816424,1727.3431,2230000.0,1291.0,139375.0,,34816.0,0.0001942944,0.1,2.1119888 +816.8,799.7179,-0.041583855,1727.0625,2240000.0,1297.0,140000.0,,34976.0,0.0001940384,0.1,2.068441 +812.6,800.402,-0.03879697,1725.4601,2250000.0,1304.0,140625.0,,35136.0,0.0001937824,0.1,2.0965576 +805.8,800.9919,-0.042866234,1725.1908,2260000.0,1310.0,141250.0,,35296.0,0.0001935264,0.1,2.1465745 +805.6,801.52795,-0.034296542,1723.6143,2270000.0,1317.0,141875.0,,35456.0,0.0001932704,0.1,2.1280193 +804.8,802.06195,-0.042160433,1723.356,2280000.0,1323.0,142500.0,,35616.0,0.0001930144,0.1,2.1686246 +807.6,802.67194,-0.033729907,1723.1001,2290000.0,1329.0,143125.0,,35776.0,0.0001927584,0.1,2.1072764 +813.4,803.2999,-0.04165378,1722.8464,2300000.0,1335.0,143750.0,,35936.0,0.0001925024,0.1,2.0591888 +814.6,803.902,-0.03510877,1722.5951,2310000.0,1341.0,144375.0,,36064.0,0.0001922976,0.1,2.0943708 +812.6,804.478,-0.03974499,1722.346,2320000.0,1347.0,145000.0,,36224.0,0.0001920416,0.1,2.0574613 +804.2,804.92804,-0.038026147,1720.8271,2330000.0,1354.0,145625.0,,36384.0,0.0001917856,0.1,2.0817719 +805.8,805.34796,-0.03919941,1720.5883,2340000.0,1360.0,146250.0,,36544.0,0.0001915296,0.1,2.0444396 +803.8,805.73193,-0.036045916,1720.3514,2350000.0,1366.0,146875.0,,36704.0,0.0001912736,0.1,2.056072 +804.0,806.11597,-0.042343277,1718.8638,2360000.0,1373.0,147500.0,,36864.0,0.0001910176,0.1,2.0644393 +806.2,806.508,-0.037939724,1718.6367,2370000.0,1379.0,148125.0,,37024.0,0.0001907616,0.1,2.103638 +805.4,806.786,-0.03735476,1718.4115,2380000.0,1385.0,148750.0,,37184.0,0.0001905056,0.1,2.0199332 +806.8,807.0559,-0.0371581,1718.1884,2390000.0,1391.0,149375.0,,37312.0,0.0001903008,0.1,2.037391 +810.4,807.34796,-0.033977427,1716.7382,2400000.0,1398.0,150000.0,,37472.0,0.0001900448,0.1,1.9675558 +810.8,807.61597,-0.039720934,1716.5242,2410000.0,1404.0,150625.0,,37632.0,0.0001897888,0.1,2.0200782 +809.0,807.8499,-0.03321414,1716.312,2420000.0,1410.0,151250.0,,37792.0,0.0001895328,0.1,2.077188 +808.2,808.134,-0.0409958,1716.1017,2430000.0,1416.0,151875.0,,37952.0,0.0001892768,0.1,2.0460513 +808.2,808.3961,-0.03996766,1715.8931,2440000.0,1422.0,152500.0,,38112.0,0.0001890208,0.1,2.0859714 +810.6,808.63416,-0.03734172,1715.6863,2450000.0,1428.0,153125.0,,38272.0,0.0001887648,0.1,2.0982842 +813.0,808.82007,-0.041756216,1714.2858,2460000.0,1435.0,153750.0,,38432.0,0.0001885088,0.1,2.1096551 +815.2,809.0101,-0.042341184,1714.0874,2470000.0,1441.0,154375.0,,38592.0,0.0001882528,0.1,2.1059022 +819.2,809.2241,-0.040767044,1713.8909,2480000.0,1447.0,155000.0,,38720.0,0.000188048,0.1,2.1097937 +817.8,809.3961,-0.037367355,1713.6958,2490000.0,1453.0,155625.0,,38880.0,0.000187792,0.1,2.0582976 +816.8,809.49,-0.04010079,1713.5024,2500000.0,1459.0,156250.0,,39040.0,0.000187536,0.1,2.068466 +814.0,809.508,-0.041875802,1712.1418,2510000.0,1466.0,156875.0,,39200.0,0.00018728,0.1,2.0523458 +815.2,809.5559,-0.03762416,1711.9565,2520000.0,1472.0,157500.0,,39360.0,0.000187024,0.1,2.0369866 +819.4,809.658,-0.036962047,1711.7727,2530000.0,1478.0,158125.0,,39520.0,0.000186768,0.1,2.1205814 +824.0,809.80994,-0.04386783,1711.5903,2540000.0,1484.0,158750.0,,39680.0,0.000186512,0.1,2.0932493 +827.0,809.964,-0.040546957,1711.4094,2550000.0,1490.0,159375.0,,39840.0,0.000186256,0.1,2.0785022 +828.0,810.14795,-0.03837436,1710.0868,2560000.0,1497.0,160000.0,,40000.0,0.000186,0.1,2.0863872 +829.4,810.31396,-0.04061234,1711.0519,2570000.0,1502.0,160625.0,,40128.0,0.0001857952,0.1,2.064186 +829.8,810.4939,-0.035822026,1709.7416,2580000.0,1509.0,161250.0,,40288.0,0.0001855392,0.1,2.0316763 +831.0,810.7279,-0.040436536,1709.5709,2590000.0,1515.0,161875.0,,40448.0,0.0001852832,0.1,2.0480454 +826.0,810.93195,-0.042672187,1709.4017,2600000.0,1521.0,162500.0,,40608.0,0.0001850272,0.1,2.07353 +825.2,811.154,-0.04256426,1708.1152,2610000.0,1528.0,163125.0,,40768.0,0.0001847712,0.1,2.0916045 +822.6,811.346,-0.04317164,1707.953,2620000.0,1534.0,163750.0,,40928.0,0.0001845152,0.1,2.0053968 +822.8,811.56604,-0.042332675,1707.7922,2630000.0,1540.0,164375.0,,41088.0,0.0001842592,0.1,2.0445895 +827.6,811.78,-0.04202482,1706.5288,2640000.0,1547.0,165000.0,,41248.0,0.0001840032,0.1,2.0367737 +825.2,811.88403,-0.042788424,1707.4742,2650000.0,1552.0,165625.0,,41376.0,0.0001837984,0.1,2.0471258 +821.4,811.96,-0.042800754,1706.2219,2660000.0,1559.0,166250.0,,41536.0,0.0001835424,0.1,2.076426 +822.4,812.026,-0.04161834,1706.0703,2670000.0,1565.0,166875.0,,41696.0,0.0001832864,0.1,2.145453 +827.2,812.16406,-0.041290637,1705.9198,2680000.0,1571.0,167500.0,,41856.0,0.0001830304,0.1,2.0241954 +827.4,812.30194,-0.041157313,1705.7705,2690000.0,1577.0,168125.0,,42016.0,0.0001827744,0.1,2.0684156 +826.8,812.41797,-0.040387444,1705.6222,2700000.0,1583.0,168750.0,,42176.0,0.0001825184,0.1,1.9758241 +829.0,812.54205,-0.042512875,1704.4025,2710000.0,1590.0,169375.0,,42336.0,0.0001822624,0.1,1.9499967 +831.0,812.678,-0.041839644,1704.2606,2720000.0,1596.0,170000.0,,42496.0,0.0001820064,0.1,1.9645519 +836.6,812.836,-0.040419176,1704.1199,2730000.0,1602.0,170625.0,,42656.0,0.0001817504,0.1,1.9296036 +838.0,812.954,-0.041632425,1703.9801,2740000.0,1608.0,171250.0,,42784.0,0.0001815456,0.1,2.0289967 +837.8,813.09,-0.04235351,1703.8414,2750000.0,1614.0,171875.0,,42944.0,0.0001812896,0.1,2.0966911 +837.8,813.24396,-0.044283066,1703.7037,2760000.0,1620.0,172500.0,,43104.0,0.0001810336,0.1,2.0071359 +837.4,813.4099,-0.040050786,1703.567,2770000.0,1626.0,173125.0,,43264.0,0.0001807776,0.1,2.0994725 +838.0,813.5839,-0.043792985,1703.4314,2780000.0,1632.0,173750.0,,43424.0,0.0001805216,0.1,2.119778 +837.0,813.75995,-0.04297059,1703.2968,2790000.0,1638.0,174375.0,,43584.0,0.0001802656,0.1,1.9357789 +836.8,813.95795,-0.043852933,1702.1277,2800000.0,1645.0,175000.0,,43744.0,0.0001800096,0.1,1.9233427 +836.6,814.1359,-0.041278765,1700.9685,2810000.0,1652.0,175625.0,,43904.0,0.0001797536,0.1,2.0489407 +839.6,814.34796,-0.040912397,1701.8708,2820000.0,1657.0,176250.0,,44032.0,0.0001795488,0.1,1.9994714 +843.4,814.614,-0.042436052,1701.7439,2830000.0,1663.0,176875.0,,44192.0,0.0001792928,0.1,2.0625863 +844.8,814.94196,-0.04412087,1700.5988,2840000.0,1670.0,177500.0,,44352.0,0.0001790368,0.1,2.0282898 +846.2,815.3259,-0.043036215,1700.4773,2850000.0,1676.0,178125.0,,44512.0,0.0001787808,0.1,2.0626802 +846.2,815.714,-0.044370726,1700.3567,2860000.0,1682.0,178750.0,,44672.0,0.0001785248,0.1,2.0491173 +853.2,816.18,-0.03642538,1699.2303,2870000.0,1689.0,179375.0,,44832.0,0.0001782688,0.1,2.1020741 +855.0,816.66815,-0.04434649,1699.115,2880000.0,1695.0,180000.0,,44992.0,0.0001780128,0.1,2.082016 +854.8,817.14404,-0.035854477,1698.0023,2890000.0,1702.0,180625.0,,45152.0,0.0001777568,0.1,2.1093392 +849.8,817.58,-0.04357526,1697.8922,2900000.0,1708.0,181250.0,,45312.0,0.0001775008,0.1,2.139567 +852.0,818.0899,-0.04292858,1698.774,2910000.0,1713.0,181875.0,,45440.0,0.000177296,0.1,2.1384048 +850.8,818.58185,-0.04274244,1697.6744,2920000.0,1720.0,182500.0,,45600.0,0.00017704,0.1,2.2344244 +848.2,819.09204,-0.036233626,1697.5667,2930000.0,1726.0,183125.0,,45760.0,0.000176784,0.1,2.1101532 +848.4,819.64197,-0.040709797,1697.4596,2940000.0,1732.0,183750.0,,45920.0,0.000176528,0.1,2.0327356 +846.2,820.166,-0.042202197,1696.3772,2950000.0,1739.0,184375.0,,46080.0,0.000176272,0.1,2.1222203 +845.8,820.678,-0.04177358,1696.275,2960000.0,1745.0,185000.0,,46240.0,0.000176016,0.1,2.142013 +841.4,821.114,-0.043224648,1695.2054,2970000.0,1752.0,185625.0,,46400.0,0.00017576,0.1,2.0598297 +842.2,821.576,-0.04265208,1695.108,2980000.0,1758.0,186250.0,,46560.0,0.000175504,0.1,2.1214993 +843.6,822.056,-0.037059713,1695.0114,2990000.0,1764.0,186875.0,,46688.0,0.0001752992,0.1,2.1257281 +840.6,822.50397,-0.037326876,1694.9153,3000000.0,1770.0,187500.0,,46848.0,0.0001750432,0.1,2.1831303 +838.8,822.89404,-0.043737613,1693.8661,3010000.0,1777.0,188125.0,,47008.0,0.0001747872,0.1,2.1612878 +837.8,823.31,-0.04374847,1693.7745,3020000.0,1783.0,188750.0,,47168.0,0.0001745312,0.1,2.1502786 +835.2,823.69196,-0.043110937,1693.6836,3030000.0,1789.0,189375.0,,47328.0,0.0001742752,0.1,2.2525756 +832.4,824.01196,-0.04621959,1693.5933,3040000.0,1795.0,190000.0,,47488.0,0.0001740192,0.1,2.1265216 +833.4,824.28796,-0.04632938,1693.5037,3050000.0,1801.0,190625.0,,47648.0,0.0001737632,0.1,2.2297277 +834.8,824.56,-0.042245407,1693.4146,3060000.0,1807.0,191250.0,,47808.0,0.0001735072,0.1,2.121914 +832.6,824.74194,-0.04467012,1692.3925,3070000.0,1814.0,191875.0,,47968.0,0.0001732512,0.1,2.150099 +829.8,824.91187,-0.043191385,1693.238,3080000.0,1819.0,192500.0,,48096.0,0.0001730464,0.1,2.112286 +831.2,825.16595,-0.03999969,1693.1506,3090000.0,1825.0,193125.0,,48256.0,0.0001727904,0.1,2.1394043 +828.4,825.42206,-0.0438869,1692.1398,3100000.0,1832.0,193750.0,,48416.0,0.0001725344,0.1,2.2041988 +833.4,825.7099,-0.0450095,1692.0566,3110000.0,1838.0,194375.0,,48576.0,0.0001722784,0.1,2.191549 +833.6,825.964,-0.042743646,1691.974,3120000.0,1844.0,195000.0,,48736.0,0.0001720224,0.1,2.148295 +829.4,826.1839,-0.04199961,1691.8918,3130000.0,1850.0,195625.0,,48896.0,0.0001717664,0.1,2.1499095 +831.8,826.394,-0.045057856,1690.8993,3140000.0,1857.0,196250.0,,49056.0,0.0001715104,0.1,2.1926064 +832.0,826.56195,-0.042178635,1690.8213,3150000.0,1863.0,196875.0,,49216.0,0.0001712544,0.1,2.1682134 +827.6,826.70593,-0.043580294,1690.7437,3160000.0,1869.0,197500.0,,49344.0,0.0001710496,0.1,2.1737943 +824.2,826.81805,-0.04334539,1690.6666,3170000.0,1875.0,198125.0,,49504.0,0.0001707936,0.1,2.2169437 +829.8,826.98,-0.043498293,1690.5901,3180000.0,1881.0,198750.0,,49664.0,0.0001705376,0.1,2.2329178 +832.0,827.182,-0.042773087,1690.514,3190000.0,1887.0,199375.0,,49824.0,0.0001702816,0.1,2.1573243 +832.8,827.3839,-0.045972507,1690.4385,3200000.0,1893.0,200000.0,,49984.0,0.0001700256,0.1,2.176302 +837.8,827.6139,-0.042780615,1690.3634,3210000.0,1899.0,200625.0,,50144.0,0.0001697696,0.1,2.1953452 +837.8,827.8479,-0.046293505,1690.2887,3220000.0,1905.0,201250.0,,50304.0,0.0001695136,0.1,2.283584 +841.6,828.0799,-0.04718076,1689.3306,3230000.0,1912.0,201875.0,,50464.0,0.0001692576,0.1,2.2213068 +841.8,828.3299,-0.042912427,1689.2596,3240000.0,1918.0,202500.0,,50624.0,0.0001690016,0.1,2.0941463 +843.6,828.6399,-0.0449866,1690.0676,3250000.0,1923.0,203125.0,,50752.0,0.0001687968,0.1,2.105177 +844.6,829.02795,-0.03173384,1689.1191,3260000.0,1930.0,203750.0,,50912.0,0.0001685408,0.1,2.077802 +840.4,829.3759,-0.040152315,1689.0496,3270000.0,1936.0,204375.0,,51072.0,0.0001682848,0.1,2.1120043 +843.6,829.764,-0.0460243,1688.9805,3280000.0,1942.0,205000.0,,51232.0,0.0001680288,0.1,2.0490005 +843.4,830.12195,-0.04078239,1688.9117,3290000.0,1948.0,205625.0,,51392.0,0.0001677728,0.1,2.018405 +840.2,830.3899,-0.03897873,1688.8434,3300000.0,1954.0,206250.0,,51552.0,0.0001675168,0.1,2.096232 +842.6,830.67,-0.036553536,1688.7755,3310000.0,1960.0,206875.0,,51712.0,0.0001672608,0.1,2.1691444 +841.2,830.956,-0.039567925,1688.708,3320000.0,1966.0,207500.0,,51872.0,0.0001670048,0.1,2.175735 +841.0,831.32404,-0.042359732,1688.641,3330000.0,1972.0,208125.0,,52000.0,0.0001668,0.1,2.15347 +846.4,831.73,-0.04369476,1688.5743,3340000.0,1978.0,208750.0,,52160.0,0.000166544,0.1,2.1620593 +846.6,832.15796,-0.044769857,1688.508,3350000.0,1984.0,209375.0,,52320.0,0.000166288,0.1,2.090858 +845.4,832.57196,-0.038748354,1687.5941,3360000.0,1991.0,210000.0,,52480.0,0.000166032,0.1,2.0530446 +848.0,832.9899,-0.038759083,1687.5312,3370000.0,1997.0,210625.0,,52640.0,0.000165776,0.1,2.118296 +850.2,833.43805,-0.042612124,1687.4688,3380000.0,2003.0,211250.0,,52800.0,0.00016552,0.1,2.1877475 +851.6,833.8859,-0.042196162,1687.4066,3390000.0,2009.0,211875.0,,52960.0,0.000165264,0.1,2.1275978 +849.6,834.2781,-0.043259956,1687.345,3400000.0,2015.0,212500.0,,53120.0,0.000165008,0.1,2.1263301 +847.8,834.64795,-0.040355597,1687.2836,3410000.0,2021.0,213125.0,,53280.0,0.000164752,0.1,2.21454 +844.8,835.0059,-0.044934217,1687.2225,3420000.0,2027.0,213750.0,,53408.0,0.0001645472,0.1,2.2296019 +840.0,835.324,-0.04300464,1687.1619,3430000.0,2033.0,214375.0,,53568.0,0.0001642912,0.1,2.1669984 +837.8,835.6199,-0.04509404,1686.2745,3440000.0,2040.0,215000.0,,53728.0,0.0001640352,0.1,2.1449347 +833.6,835.8499,-0.04241187,1687.0415,3450000.0,2045.0,215625.0,,53888.0,0.0001637792,0.1,2.1402311 +835.2,836.07196,-0.04165244,1686.9819,3460000.0,2051.0,216250.0,,54048.0,0.0001635232,0.1,2.0937352 +831.8,836.238,-0.041880075,1686.9227,3470000.0,2057.0,216875.0,,54208.0,0.0001632672,0.1,2.185474 +836.4,836.41,-0.047948547,1687.6819,3480000.0,2062.0,217500.0,,54368.0,0.0001630112,0.1,2.15584 +836.4,836.59595,-0.045545325,1687.6208,3490000.0,2068.0,218125.0,,54528.0,0.0001627552,0.1,2.1420226 +836.2,836.79,-0.040652595,1689.1892,3500000.0,2072.0,218750.0,,54656.0,0.0001625504,0.1,2.1718502 +837.6,837.026,-0.04181634,1689.1241,3510000.0,2078.0,219375.0,,54816.0,0.0001622944,0.1,2.1648903 +837.2,837.24603,-0.047980644,1689.0594,3520000.0,2084.0,220000.0,,54976.0,0.0001620384,0.1,2.2155108 +832.4,837.3761,-0.04015948,1688.9952,3530000.0,2090.0,220625.0,,55136.0,0.0001617824,0.1,2.2097034 +832.8,837.464,-0.03439802,1689.7374,3540000.0,2095.0,221250.0,,55296.0,0.0001615264,0.1,2.1034102 +830.8,837.50195,-0.0377967,1689.6716,3550000.0,2101.0,221875.0,,55456.0,0.0001612704,0.1,2.1738257 +830.2,837.5239,-0.039478518,1689.6061,3560000.0,2107.0,222500.0,,55616.0,0.0001610144,0.1,2.014333 +828.8,837.51794,-0.03978655,1689.5409,3570000.0,2113.0,223125.0,,55776.0,0.0001607584,0.1,2.1224267 +824.2,837.462,-0.043140445,1689.4762,3580000.0,2119.0,223750.0,,55936.0,0.0001605024,0.1,2.1335745 +823.6,837.38806,-0.040785648,1689.4117,3590000.0,2125.0,224375.0,,56064.0,0.0001602976,0.1,2.1126065 +822.0,837.34796,-0.044647098,1690.1409,3600000.0,2130.0,225000.0,,56224.0,0.0001600416,0.1,2.0650873 +824.6,837.34204,-0.04151615,1690.075,3610000.0,2136.0,225625.0,,56384.0,0.0001597856,0.1,2.1144776 +823.6,837.35205,-0.04348305,1690.0093,3620000.0,2142.0,226250.0,,56544.0,0.0001595296,0.1,2.128374 +821.8,837.34204,-0.043453842,1690.7312,3630000.0,2147.0,226875.0,,56704.0,0.0001592736,0.1,2.126457 +828.2,837.348,-0.045078725,1690.6642,3640000.0,2153.0,227500.0,,56864.0,0.0001590176,0.1,2.086266 +831.2,837.408,-0.04056105,1691.3809,3650000.0,2158.0,228125.0,,57024.0,0.0001587616,0.1,2.093946 +834.4,837.538,-0.042715017,1691.3124,3660000.0,2164.0,228750.0,,57184.0,0.0001585056,0.1,2.1620126 +834.0,837.654,-0.041384596,1692.0239,3670000.0,2169.0,229375.0,,57312.0,0.0001583008,0.1,2.1336606 +836.4,837.74603,-0.040161494,1692.7323,3680000.0,2174.0,230000.0,,57472.0,0.0001580448,0.1,2.1357632 +836.8,837.83984,-0.04430795,1692.6605,3690000.0,2180.0,230625.0,,57632.0,0.0001577888,0.1,2.1450825 +834.2,837.914,-0.043701105,1693.3639,3700000.0,2185.0,231250.0,,57792.0,0.0001575328,0.1,2.1062808 +834.4,837.96796,-0.04048246,1693.2908,3710000.0,2191.0,231875.0,,57952.0,0.0001572768,0.1,2.1113334 +829.2,837.95,-0.042426303,1693.218,3720000.0,2197.0,232500.0,,58112.0,0.0001570208,0.1,2.1020374 +832.6,837.91,-0.0460066,1693.1458,3730000.0,2203.0,233125.0,,58272.0,0.0001567648,0.1,2.0822158 +835.8,837.88794,-0.04241489,1693.8406,3740000.0,2208.0,233750.0,,58432.0,0.0001565088,0.1,2.0813978 +837.0,837.88,-0.042214993,1693.767,3750000.0,2214.0,234375.0,,58592.0,0.0001562528,0.1,2.1586928 +839.6,837.89795,-0.042894553,1695.221,3760000.0,2218.0,235000.0,,58720.0,0.000156048,0.1,2.1262827 +836.4,837.88794,-0.043706134,1695.1439,3770000.0,2224.0,235625.0,,58880.0,0.000155792,0.1,2.0626447 +837.6,837.884,-0.044448014,1695.8278,3780000.0,2229.0,236250.0,,59040.0,0.000155536,0.1,2.1174932 +840.8,837.92194,-0.038049728,1696.5085,3790000.0,2234.0,236875.0,,59200.0,0.00015528,0.1,2.103278 +840.4,837.9579,-0.036930963,1696.4286,3800000.0,2240.0,237500.0,,59360.0,0.000155024,0.1,2.1184845 +842.6,838.01794,-0.04324121,1697.1047,3810000.0,2245.0,238125.0,,59520.0,0.000154768,0.1,2.087162 +835.8,837.9799,-0.035071205,1697.7778,3820000.0,2250.0,238750.0,,59680.0,0.000154512,0.1,2.065714 +836.6,837.9119,-0.042046234,1698.4479,3830000.0,2255.0,239375.0,,59840.0,0.000154256,0.1,2.0336227 +835.2,837.8161,-0.02925966,1698.3635,3840000.0,2261.0,240000.0,,60000.0,0.000154,0.1,1.9993368 +837.4,837.72797,-0.041465156,1699.0292,3850000.0,2266.0,240625.0,,60128.0,0.0001537952,0.1,2.0624318 +834.8,837.614,-0.04121283,1699.6918,3860000.0,2271.0,241250.0,,60288.0,0.0001535392,0.1,2.074769 +833.6,837.41797,-0.042364243,1700.3514,3870000.0,2276.0,241875.0,,60448.0,0.0001532832,0.1,2.023666 +827.8,837.14594,-0.04063508,1701.0083,3880000.0,2281.0,242500.0,,60608.0,0.0001530272,0.1,2.042133 +830.4,836.902,-0.040408745,1700.9182,3890000.0,2287.0,243125.0,,60768.0,0.0001527712,0.1,2.0773482 +828.0,836.6839,-0.042567924,1701.5707,3900000.0,2292.0,243750.0,,60928.0,0.0001525152,0.1,2.0794115 +831.2,836.476,-0.0398292,1702.2203,3910000.0,2297.0,244375.0,,61088.0,0.0001522592,0.1,2.1230812 +828.8,836.25604,-0.043931905,1702.1277,3920000.0,2303.0,245000.0,,61248.0,0.0001520032,0.1,2.0492787 +832.8,836.1019,-0.04125168,1702.773,3930000.0,2308.0,245625.0,,61376.0,0.0001517984,0.1,2.0975807 +832.4,835.94196,-0.03756211,1703.4155,3940000.0,2313.0,246250.0,,61536.0,0.0001515424,0.1,2.1137633 +832.8,835.80786,-0.042153325,1704.0552,3950000.0,2318.0,246875.0,,61696.0,0.0001512864,0.1,2.0168257 +831.0,835.6599,-0.04260605,1704.6923,3960000.0,2323.0,247500.0,,61856.0,0.0001510304,0.1,2.093787 +831.0,835.5559,-0.03547324,1704.5942,3970000.0,2329.0,248125.0,,62016.0,0.0001507744,0.1,2.0876818 +832.2,835.456,-0.035255272,1705.227,3980000.0,2334.0,248750.0,,62176.0,0.0001505184,0.1,2.1582613 +833.4,835.35406,-0.03702593,1705.1282,3990000.0,2340.0,249375.0,,62336.0,0.0001502624,0.1,2.058367 +835.0,835.29803,-0.034936942,1705.757,4000000.0,2345.0,250000.0,,62496.0,0.0001500064,0.1,2.0250564 +836.8,835.27795,-0.042865768,1706.3829,4010000.0,2350.0,250625.0,,62656.0,0.0001497504,0.1,1.9864519 +838.0,835.2799,-0.04254011,1707.0063,4020000.0,2355.0,251250.0,,62784.0,0.0001495456,0.1,2.108646 +841.8,835.34595,-0.045007527,1707.6271,4030000.0,2360.0,251875.0,,62944.0,0.0001492896,0.1,2.0287008 +843.4,835.4559,-0.041273113,1707.5232,4040000.0,2366.0,252500.0,,63104.0,0.0001490336,0.1,2.1402676 +844.4,835.5659,-0.038481567,1708.14,4050000.0,2371.0,253125.0,,63264.0,0.0001487776,0.1,2.1359978 +846.4,835.6819,-0.040923156,1708.7542,4060000.0,2376.0,253750.0,,63424.0,0.0001485216,0.1,2.1319141 +846.4,835.81995,-0.042482313,1708.6482,4070000.0,2382.0,254375.0,,63584.0,0.0001482656,0.1,2.133442 +849.6,836.01794,-0.033276644,1709.2584,4080000.0,2387.0,255000.0,,63744.0,0.0001480096,0.1,2.1140041 +853.4,836.24,-0.033445977,1709.8662,4090000.0,2392.0,255625.0,,63904.0,0.0001477536,0.1,2.1497242 +854.4,836.5,-0.040490773,1710.4714,4100000.0,2397.0,256250.0,,64032.0,0.0001475488,0.1,2.112866 +851.8,836.68396,-0.04156758,1711.0741,4110000.0,2402.0,256875.0,,64192.0,0.0001472928,0.1,2.1003852 +853.2,836.88,-0.03567322,1710.9635,4120000.0,2408.0,257500.0,,64352.0,0.0001470368,0.1,2.1008174 +846.4,837.05,-0.0409962,1710.8534,4130000.0,2414.0,258125.0,,64512.0,0.0001467808,0.1,2.1426487 +845.6,837.188,-0.029573832,1711.451,4140000.0,2419.0,258750.0,,64672.0,0.0001465248,0.1,2.0707645 +842.2,837.2901,-0.036825754,1711.3402,4150000.0,2425.0,259375.0,,64832.0,0.0001462688,0.1,2.050877 +841.4,837.42804,-0.031132262,1711.23,4160000.0,2431.0,260000.0,,64992.0,0.0001460128,0.1,2.0537138 +839.2,837.5781,-0.041354332,1711.1202,4170000.0,2437.0,260625.0,,65152.0,0.0001457568,0.1,2.174748 +830.8,837.5881,-0.04014219,1711.7117,4180000.0,2442.0,261250.0,,65312.0,0.0001455008,0.1,2.0962572 +830.0,837.568,-0.030839322,1711.6013,4190000.0,2448.0,261875.0,,65440.0,0.000145296,0.1,2.1002178 +825.0,837.49,-0.02470877,1712.1892,4200000.0,2453.0,262500.0,,65600.0,0.00014504,0.1,2.0938663 +818.6,837.29803,-0.021105519,1712.0781,4210000.0,2459.0,263125.0,,65760.0,0.000144784,0.1,2.0808558 +812.4,837.04407,-0.01153518,1712.6624,4220000.0,2464.0,263750.0,,65920.0,0.000144528,0.1,2.1140428 +805.0,836.678,-0.03156694,1712.5507,4230000.0,2470.0,264375.0,,66080.0,0.000144272,0.1,2.0255182 +809.6,836.356,-0.027125375,1712.4395,4240000.0,2476.0,265000.0,,66240.0,0.000144016,0.1,2.0418663 +791.0,835.83,-0.023717728,1712.3287,4250000.0,2482.0,265625.0,,66400.0,0.00014376,0.1,1.9560288 +794.4,835.32794,-0.026812175,1712.9071,4260000.0,2487.0,266250.0,,66560.0,0.000143504,0.1,1.9072099 +794.2,834.8661,-0.021045344,1713.4832,4270000.0,2492.0,266875.0,,66688.0,0.0001432992,0.1,1.9376111 +805.4,834.484,-0.022473717,1714.0569,4280000.0,2497.0,267500.0,,66848.0,0.0001430432,0.1,1.9010279 +802.2,834.072,-0.010897979,1713.9432,4290000.0,2503.0,268125.0,,67008.0,0.0001427872,0.1,1.8965163 +816.6,833.8361,-0.007342871,1714.5135,4300000.0,2508.0,268750.0,,67168.0,0.0001425312,0.1,1.8350368 +828.0,833.69,-0.00073537405,1715.0815,4310000.0,2513.0,269375.0,,67328.0,0.0001422752,0.1,1.8231387 +833.6,833.6141,-0.028657008,1714.9663,4320000.0,2519.0,270000.0,,67488.0,0.0001420192,0.1,1.6472194 +839.6,833.6001,-0.016971553,1715.5309,4330000.0,2524.0,270625.0,,67648.0,0.0001417632,0.1,1.906915 +856.2,833.6981,-0.03230717,1715.415,4340000.0,2530.0,271250.0,,67808.0,0.0001415072,0.1,1.8608458 +874.6,833.978,-0.00898638,1715.2997,4350000.0,2536.0,271875.0,,67968.0,0.0001412512,0.1,1.7637668 +884.2,834.3661,-0.022136679,1715.8599,4360000.0,2541.0,272500.0,,68096.0,0.0001410464,0.1,1.7318368 +900.4,834.89,-0.007742907,1716.418,4370000.0,2546.0,273125.0,,68256.0,0.0001407904,0.1,1.9861811 +917.2,835.56,-0.027295852,1716.3009,4380000.0,2552.0,273750.0,,68416.0,0.0001405344,0.1,1.740403 +931.8,836.36194,-0.025491368,1716.8557,4390000.0,2557.0,274375.0,,68576.0,0.0001402784,0.1,1.753711 +959.2,837.45807,-0.01616901,1717.4083,4400000.0,2562.0,275000.0,,68736.0,0.0001400224,0.1,1.7379811 +972.2,838.702,-0.024822144,1717.2897,4410000.0,2568.0,275625.0,,68896.0,0.0001397664,0.1,1.7975423 +974.2,839.9961,-0.027173411,1717.8391,4420000.0,2573.0,276250.0,,69056.0,0.0001395104,0.1,1.7069995 +1018.4,841.7801,-0.016302256,1717.7201,4430000.0,2579.0,276875.0,,69216.0,0.0001392544,0.1,1.797927 +1034.8,843.75,-0.014273062,1718.2662,4440000.0,2584.0,277500.0,,69344.0,0.0001390496,0.1,1.7696304 +1045.4,845.868,-0.019284412,1718.8103,4450000.0,2589.0,278125.0,,69504.0,0.0001387936,0.1,1.6368711 +1052.2,848.03796,-0.011109137,1719.3523,4460000.0,2594.0,278750.0,,69664.0,0.0001385376,0.1,1.689254 +1068.0,850.3999,-0.018860279,1719.8922,4470000.0,2599.0,279375.0,,69824.0,0.0001382816,0.1,1.6914155 +1071.0,852.74603,-0.0155388815,1719.7697,4480000.0,2605.0,280000.0,,69984.0,0.0001380256,0.1,1.5817441 +1077.6,855.158,-0.021518445,1720.3065,4490000.0,2610.0,280625.0,,70144.0,0.0001377696,0.1,1.58899 +1101.2,857.80804,-0.003310424,1720.8413,4500000.0,2615.0,281250.0,,70304.0,0.0001375136,0.1,1.4950012 +1122.4,860.656,-0.013486153,1720.7173,4510000.0,2621.0,281875.0,,70464.0,0.0001372576,0.1,1.6711459 +1122.6,863.5101,-0.015758807,1721.249,4520000.0,2626.0,282500.0,,70624.0,0.0001370016,0.1,1.7466519 +1133.2,866.51807,-0.017688628,1721.7788,4530000.0,2631.0,283125.0,,70752.0,0.0001367968,0.1,1.7615361 +1145.2,869.642,0.007025549,1722.3065,4540000.0,2636.0,283750.0,,70912.0,0.0001365408,0.1,1.6878554 +1150.0,872.83417,0.005082122,1722.1802,4550000.0,2642.0,284375.0,,71072.0,0.0001362848,0.1,1.6528943 +1154.8,876.08,-0.00043985608,1722.705,4560000.0,2647.0,285000.0,,71232.0,0.0001360288,0.1,1.5954914 +1157.6,879.36804,-0.016849987,1723.2278,4570000.0,2652.0,285625.0,,71392.0,0.0001357728,0.1,1.6032097 +1165.2,882.7781,-0.02903156,1723.1001,4580000.0,2658.0,286250.0,,71552.0,0.0001355168,0.1,1.5134758 +1180.4,886.346,-0.008417723,1723.62,4590000.0,2663.0,286875.0,,71712.0,0.0001352608,0.1,1.6453828 +1187.8,890.00397,-0.018305067,1724.138,4600000.0,2668.0,287500.0,,71872.0,0.0001350048,0.1,1.4937216 +1207.6,893.83405,-0.021819552,1724.6539,4610000.0,2673.0,288125.0,,72000.0,0.0001348,0.1,1.5215235 +1209.6,897.694,-0.016579734,1724.524,4620000.0,2679.0,288750.0,,72160.0,0.000134544,0.1,1.52596 +1225.0,901.726,-0.024822133,1725.0372,4630000.0,2684.0,289375.0,,72320.0,0.000134288,0.1,1.5278687 +1235.4,905.79803,0.0012836861,1724.9071,4640000.0,2690.0,290000.0,,72480.0,0.000134032,0.1,1.5184518 +1255.8,910.04407,-0.020869132,1725.4175,4650000.0,2695.0,290625.0,,72640.0,0.000133776,0.1,1.6242764 +1257.0,914.2699,-0.026508681,1725.287,4660000.0,2701.0,291250.0,,72800.0,0.00013352,0.1,1.4838787 +1265.8,918.5879,-0.027152458,1725.157,4670000.0,2707.0,291875.0,,72960.0,0.000133264,0.1,1.5733116 +1286.8,923.09186,-0.0089978445,1725.6637,4680000.0,2712.0,292500.0,,73120.0,0.000133008,0.1,1.6346816 +1294.0,927.664,0.0067615854,1726.1686,4690000.0,2717.0,293125.0,,73280.0,0.000132752,0.1,1.6307738 +1295.0,932.272,-0.020396393,1726.6715,4700000.0,2722.0,293750.0,,73408.0,0.0001325472,0.1,1.5466282 +1300.2,936.93,-0.025836477,1726.5396,4710000.0,2728.0,294375.0,,73568.0,0.0001322912,0.1,1.5865481 +1315.4,941.79205,-0.028059581,1727.0399,4720000.0,2733.0,295000.0,,73728.0,0.0001320352,0.1,1.5215675 +1331.6,946.78204,-0.013126817,1727.5383,4730000.0,2738.0,295625.0,,73888.0,0.0001317792,0.1,1.6218165 +1343.2,951.8561,-0.021480463,1728.035,4740000.0,2743.0,296250.0,,74048.0,0.0001315232,0.1,1.5905049 +1357.6,957.062,-0.02939498,1727.901,4750000.0,2749.0,296875.0,,74208.0,0.0001312672,0.1,1.5151726 +1371.0,962.3761,-0.023069995,1728.395,4760000.0,2754.0,297500.0,,74368.0,0.0001310112,0.1,1.4484202 +1373.6,967.74805,-0.025518062,1728.8873,4770000.0,2759.0,298125.0,,74528.0,0.0001307552,0.1,1.5621684 +1389.8,973.27,-0.027159158,1729.3777,4780000.0,2764.0,298750.0,,74656.0,0.0001305504,0.1,1.4764705 +1399.0,978.8519,-0.009647199,1729.2418,4790000.0,2770.0,299375.0,,74816.0,0.0001302944,0.1,1.5335026 +1406.0,984.50806,-0.024785902,1729.7297,4800000.0,2775.0,300000.0,,74976.0,0.0001300384,0.1,1.5123303 +1411.4,990.1959,-0.01491628,1730.2158,4810000.0,2780.0,300625.0,,75136.0,0.0001297824,0.1,1.6179427 +1413.8,995.97595,-0.025916165,1730.079,4820000.0,2786.0,301250.0,,75296.0,0.0001295264,0.1,1.5724518 +1425.0,1001.8599,-0.021664148,1730.5625,4830000.0,2791.0,301875.0,,75456.0,0.0001292704,0.1,1.4430115 +1424.8,1007.7559,-0.023967452,1729.807,4840000.0,2798.0,302500.0,,75616.0,0.0001290144,0.1,1.5958568 +1430.2,1013.68396,-0.02015687,1729.6719,4850000.0,2804.0,303125.0,,75776.0,0.0001287584,0.1,1.5174584 +1440.0,1019.73596,-0.025920436,1729.5374,4860000.0,2810.0,303750.0,,75936.0,0.0001285024,0.1,1.5294861 +1448.6,1025.886,-0.016066015,1729.4034,4870000.0,2816.0,304375.0,,76064.0,0.0001282976,0.1,1.5175381 +1444.4,1032.052,-0.016878346,1729.27,4880000.0,2822.0,305000.0,,76224.0,0.0001280416,0.1,1.3519775 +1448.0,1038.228,-0.026034527,1728.526,4890000.0,2829.0,305625.0,,76384.0,0.0001277856,0.1,1.4427793 +1456.6,1044.514,-0.02443761,1728.395,4900000.0,2835.0,306250.0,,76544.0,0.0001275296,0.1,1.5966324 +1463.2,1050.8341,-0.012842376,1728.2646,4910000.0,2841.0,306875.0,,76704.0,0.0001272736,0.1,1.5348653 +1477.6,1057.322,-0.023593124,1727.5281,4920000.0,2848.0,307500.0,,76864.0,0.0001270176,0.1,1.4788344 +1482.8,1063.822,-0.031065797,1727.4001,4930000.0,2854.0,308125.0,,77024.0,0.0001267616,0.1,1.5592268 +1488.2,1070.3801,-0.027246844,1727.2727,4940000.0,2860.0,308750.0,,77184.0,0.0001265056,0.1,1.509403 +1487.2,1076.9241,-0.027728783,1727.1459,4950000.0,2866.0,309375.0,,77312.0,0.0001263008,0.1,1.425376 +1490.2,1083.5161,-0.010739106,1727.0195,4960000.0,2872.0,310000.0,,77472.0,0.0001260448,0.1,1.5699394 +1499.2,1090.1981,-0.026439406,1726.8937,4970000.0,2878.0,310625.0,,77632.0,0.0001257888,0.1,1.5292974 +1502.4,1096.9,-0.01453157,1726.7684,4980000.0,2884.0,311250.0,,77792.0,0.0001255328,0.1,1.537678 +1507.0,1103.636,-0.029286308,1726.0464,4990000.0,2891.0,311875.0,,77952.0,0.0001252768,0.1,1.5660555 +1510.2,1110.3881,-0.029780284,1725.9233,5000000.0,2897.0,312500.0,,78112.0,0.0001250208,0.1,1.5030243 +1519.2,1117.2122,-0.028209317,1725.8009,5010000.0,2903.0,313125.0,,78272.0,0.0001247648,0.1,1.5696201 +1516.4,1123.996,-0.013928694,1725.679,5020000.0,2909.0,313750.0,,78432.0,0.0001245088,0.1,1.5790787 +1522.4,1130.802,-0.02650096,1725.5575,5030000.0,2915.0,314375.0,,78592.0,0.0001242528,0.1,1.6493688 +1523.6,1137.604,-0.015135514,1725.4365,5040000.0,2921.0,315000.0,,78720.0,0.000124048,0.1,1.6351304 +1527.0,1144.43,-0.027206918,1725.316,5050000.0,2927.0,315625.0,,78880.0,0.000123792,0.1,1.5537267 +1529.4,1151.26,-0.010487113,1725.196,5060000.0,2933.0,316250.0,,79040.0,0.000123536,0.1,1.4577069 +1534.2,1158.1381,-0.014007008,1724.4897,5070000.0,2940.0,316875.0,,79200.0,0.00012328,0.1,1.5204031 +1536.6,1165.0079,-0.0149565935,1724.3721,5080000.0,2946.0,317500.0,,79360.0,0.000123024,0.1,1.5861533 +1542.2,1171.8961,-0.025534369,1724.2548,5090000.0,2952.0,318125.0,,79520.0,0.000122768,0.1,1.6013918 +1546.6,1178.8181,-0.016893823,1724.138,5100000.0,2958.0,318750.0,,79680.0,0.000122512,0.1,1.5772069 +1551.8,1185.818,-0.0112732835,1723.4402,5110000.0,2965.0,319375.0,,79840.0,0.000122256,0.1,1.5068986 +1551.4,1192.8,-0.010308272,1723.3254,5120000.0,2971.0,320000.0,,80000.0,0.000122,0.1,1.6279821 +1550.0,1199.8359,-0.016085176,1723.2113,5130000.0,2977.0,320625.0,,80128.0,0.0001217952,0.1,1.5201424 +1554.0,1206.9199,-0.026016168,1723.0975,5140000.0,2983.0,321250.0,,80288.0,0.0001215392,0.1,1.4106641 +1553.6,1214.0339,-0.015290781,1722.9843,5150000.0,2989.0,321875.0,,80448.0,0.0001212832,0.1,1.4421012 +1558.0,1221.2001,-0.02495685,1722.2964,5160000.0,2996.0,322500.0,,80608.0,0.0001210272,0.1,1.3964965 +1558.2,1228.3901,-0.027646506,1722.1852,5170000.0,3002.0,323125.0,,80768.0,0.0001207712,0.1,1.4007716 +1560.4,1235.686,-0.025754986,1722.0745,5180000.0,3008.0,323750.0,,80928.0,0.0001205152,0.1,1.4963932 +1561.4,1243.0,-0.026335277,1721.9641,5190000.0,3014.0,324375.0,,81088.0,0.0001202592,0.1,1.5728837 +1567.6,1250.426,-0.02496338,1721.2843,5200000.0,3021.0,325000.0,,81248.0,0.0001200032,0.1,1.4797077 +1569.0,1257.9299,-0.014993682,1721.176,5210000.0,3027.0,325625.0,,81376.0,0.0001197984,0.1,1.4474014 +1569.0,1265.496,-0.02457919,1721.0682,5220000.0,3033.0,326250.0,,81536.0,0.0001195424,0.1,1.4177713 +1576.0,1273.206,-0.024443183,1720.3948,5230000.0,3040.0,326875.0,,81696.0,0.0001192864,0.1,1.3937622 +1572.8,1280.838,-0.024112359,1720.289,5240000.0,3046.0,327500.0,,81856.0,0.0001190304,0.1,1.338907 +1577.6,1288.704,-0.023651363,1720.1835,5250000.0,3052.0,328125.0,,82016.0,0.0001187744,0.1,1.4692575 +1582.0,1296.58,-0.024929957,1720.0785,5260000.0,3058.0,328750.0,,82176.0,0.0001185184,0.1,1.4373623 +1590.0,1304.538,-0.027380917,1719.4127,5270000.0,3065.0,329375.0,,82336.0,0.0001182624,0.1,1.5697579 +1594.6,1312.43,-0.030556262,1719.3097,5280000.0,3071.0,330000.0,,82496.0,0.0001180064,0.1,1.5740906 +1596.6,1320.374,-0.029260337,1719.207,5290000.0,3077.0,330625.0,,82656.0,0.0001177504,0.1,1.5069524 +1602.2,1328.23,-0.023758905,1719.1047,5300000.0,3083.0,331250.0,,82784.0,0.0001175456,0.1,1.5723202 +1603.0,1335.98,-0.032113746,1719.0029,5310000.0,3089.0,331875.0,,82944.0,0.0001172896,0.1,1.4649267 +1608.4,1343.728,-0.013071274,1718.9015,5320000.0,3095.0,332500.0,,83104.0,0.0001170336,0.1,1.5029025 +1609.6,1351.4281,-0.011175104,1718.8004,5330000.0,3101.0,333125.0,,83264.0,0.0001167776,0.1,1.4889027 +1611.2,1358.978,-0.025263134,1718.6997,5340000.0,3107.0,333750.0,,83424.0,0.0001165216,0.1,1.4437438 +1616.6,1366.398,-0.028328057,1718.0475,5350000.0,3114.0,334375.0,,83584.0,0.0001162656,0.1,1.5369663 +1621.8,1373.7739,-0.029651554,1717.9487,5360000.0,3120.0,335000.0,,83744.0,0.0001160096,0.1,1.5687776 +1628.6,1381.0559,-0.029365316,1717.3009,5370000.0,3127.0,335625.0,,83904.0,0.0001157536,0.1,1.5137594 +1635.6,1388.2399,-0.02821269,1717.7522,5380000.0,3132.0,336250.0,,84032.0,0.0001155488,0.1,1.5407846 +1636.8,1395.2897,-0.030095438,1717.1073,5390000.0,3139.0,336875.0,,84192.0,0.0001152928,0.1,1.5184133 +1644.4,1402.1418,-0.023696272,1717.0111,5400000.0,3145.0,337500.0,,84352.0,0.0001150368,0.1,1.4490771 +1646.4,1408.884,-0.022828527,1716.3706,5410000.0,3152.0,338125.0,,84512.0,0.0001147808,0.1,1.4991188 +1651.2,1415.654,-0.027125226,1716.2761,5420000.0,3158.0,338750.0,,84672.0,0.0001145248,0.1,1.4785401 +1652.6,1421.9961,-0.027171873,1716.182,5430000.0,3164.0,339375.0,,84832.0,0.0001142688,0.1,1.5164034 +1660.4,1428.2521,-0.025389647,1716.0884,5440000.0,3170.0,340000.0,,84992.0,0.0001140128,0.1,1.5247083 +1657.0,1434.3682,-0.028233705,1715.995,5450000.0,3176.0,340625.0,,85152.0,0.0001137568,0.1,1.648908 +1661.6,1440.4619,-0.02561955,1715.902,5460000.0,3182.0,341250.0,,85312.0,0.0001135008,0.1,1.5012293 +1657.0,1446.352,-0.03192414,1715.8093,5470000.0,3188.0,341875.0,,85440.0,0.000113296,0.1,1.6386664 +1662.2,1452.2639,-0.030008458,1715.1799,5480000.0,3195.0,342500.0,,85600.0,0.00011304,0.1,1.5097392 +1659.6,1458.0839,-0.028631529,1715.089,5490000.0,3201.0,343125.0,,85760.0,0.000112784,0.1,1.5273545 +1659.8,1463.67,-0.02989312,1714.9984,5500000.0,3207.0,343750.0,,85920.0,0.000112528,0.1,1.563945 +1663.2,1469.078,-0.01727566,1714.9082,5510000.0,3213.0,344375.0,,86080.0,0.000112272,0.1,1.5715415 +1662.0,1474.4719,-0.028321873,1714.8182,5520000.0,3219.0,345000.0,,86240.0,0.000112016,0.1,1.4884543 +1665.2,1479.792,-0.029084243,1714.7286,5530000.0,3225.0,345625.0,,86400.0,0.00011176,0.1,1.497726 +1665.2,1484.9921,-0.029705137,1714.6394,5540000.0,3231.0,346250.0,,86560.0,0.000111504,0.1,1.5038984 +1672.2,1490.2142,-0.03069454,1714.5505,5550000.0,3237.0,346875.0,,86688.0,0.0001112992,0.1,1.4629695 +1674.4,1495.4102,-0.028214863,1714.4619,5560000.0,3243.0,347500.0,,86848.0,0.0001110432,0.1,1.5601206 +1669.2,1500.5261,-0.026294133,1713.8462,5570000.0,3250.0,348125.0,,87008.0,0.0001107872,0.1,1.5099828 +1671.8,1505.592,-0.03150468,1713.7592,5580000.0,3256.0,348750.0,,87168.0,0.0001105312,0.1,1.4634154 +1670.0,1510.4882,-0.028129485,1713.6726,5590000.0,3262.0,349375.0,,87328.0,0.0001102752,0.1,1.383306 +1670.2,1515.312,-0.02496494,1713.0621,5600000.0,3269.0,350000.0,,87488.0,0.0001100192,0.1,1.5135992 +1668.2,1519.918,-0.014982409,1712.977,5610000.0,3275.0,350625.0,,87648.0,0.0001097632,0.1,1.5118717 +1667.4,1524.4961,-0.027494254,1712.3705,5620000.0,3282.0,351250.0,,87808.0,0.0001095072,0.1,1.5670545 +1667.0,1528.9161,-0.031044468,1712.2871,5630000.0,3288.0,351875.0,,87968.0,0.0001092512,0.1,1.6238625 +1665.0,1533.212,-0.016540594,1712.204,5640000.0,3294.0,352500.0,,88096.0,0.0001090464,0.1,1.6021603 +1661.6,1537.27,-0.00096034067,1712.1212,5650000.0,3300.0,353125.0,,88256.0,0.0001087904,0.1,1.6633536 +1663.8,1541.338,-0.028563326,1712.0387,5660000.0,3306.0,353750.0,,88416.0,0.0001085344,0.1,1.6021585 +1667.0,1545.3499,-0.02864668,1711.4398,5670000.0,3313.0,354375.0,,88576.0,0.0001082784,0.1,1.5630078 +1667.4,1549.1559,-0.027491841,1711.3589,5680000.0,3319.0,355000.0,,88736.0,0.0001080224,0.1,1.4137015 +1671.8,1552.9341,-0.028193379,1710.7637,5690000.0,3326.0,355625.0,,88896.0,0.0001077664,0.1,1.4086676 +1671.0,1556.6938,-0.02817741,1710.6843,5700000.0,3332.0,356250.0,,89056.0,0.0001075104,0.1,1.4723581 +1669.4,1560.3861,-0.02772516,1710.6051,5710000.0,3338.0,356875.0,,89216.0,0.0001072544,0.1,1.4322693 +1665.4,1563.8861,-0.025609849,1710.5264,5720000.0,3344.0,357500.0,,89344.0,0.0001070496,0.1,1.4462713 +1669.6,1567.2661,-0.026717687,1709.9374,5730000.0,3351.0,358125.0,,89504.0,0.0001067936,0.1,1.57093 +1670.8,1570.542,-0.029654847,1709.86,5740000.0,3357.0,358750.0,,89664.0,0.0001065376,0.1,1.6361761 +1671.6,1573.682,-0.029901335,1709.2747,5750000.0,3364.0,359375.0,,89824.0,0.0001062816,0.1,1.4664109 +1670.2,1576.674,-0.026369464,1709.1989,5760000.0,3370.0,360000.0,,89984.0,0.0001060256,0.1,1.3975928 +1671.4,1579.652,-0.02793135,1709.1232,5770000.0,3376.0,360625.0,,90144.0,0.0001057696,0.1,1.5352857 +1671.0,1582.4639,-0.025727065,1709.0479,5780000.0,3382.0,361250.0,,90304.0,0.0001055136,0.1,1.480092 +1670.6,1585.1802,-0.02649657,1708.9729,5790000.0,3388.0,361875.0,,90464.0,0.0001052576,0.1,1.4028075 +1680.8,1587.928,-0.028069641,1708.3947,5800000.0,3395.0,362500.0,,90624.0,0.0001050016,0.1,1.6123009 +1682.8,1590.6418,-0.02527992,1708.8235,5810000.0,3400.0,363125.0,,90752.0,0.0001047968,0.1,1.4422396 +1686.0,1593.3638,-0.031004313,1708.7493,5820000.0,3406.0,363750.0,,90912.0,0.0001045408,0.1,1.6560907 +1686.2,1595.976,-0.031830207,1708.1747,5830000.0,3413.0,364375.0,,91072.0,0.0001042848,0.1,1.6039903 +1687.2,1598.6,-0.029078178,1708.1018,5840000.0,3419.0,365000.0,,91232.0,0.0001040288,0.1,1.612447 +1688.8,1601.186,-0.028609844,1708.0292,5850000.0,3425.0,365625.0,,91392.0,0.0001037728,0.1,1.520946 +1691.2,1603.6981,-0.029869119,1707.9569,5860000.0,3431.0,366250.0,,91552.0,0.0001035168,0.1,1.5138547 +1686.2,1606.0741,-0.008418027,1707.8848,5870000.0,3437.0,366875.0,,91712.0,0.0001032608,0.1,1.4405448 +1689.2,1608.5222,-0.028080594,1707.317,5880000.0,3444.0,367500.0,,91872.0,0.0001030048,0.1,1.4660136 +1690.8,1610.95,-0.010539148,1707.7413,5890000.0,3449.0,368125.0,,92000.0,0.0001028,0.1,1.483036 +1691.6,1613.3002,-0.026640331,1707.1759,5900000.0,3456.0,368750.0,,92160.0,0.000102544,0.1,1.3910887 +1686.2,1615.5298,-0.025924675,1707.1057,5910000.0,3462.0,369375.0,,92320.0,0.000102288,0.1,1.3688664 +1686.2,1617.6161,-0.026702084,1707.0358,5920000.0,3468.0,370000.0,,92480.0,0.000102032,0.1,1.4070373 +1690.6,1619.6938,-0.030428348,1706.9661,5930000.0,3474.0,370625.0,,92640.0,0.000101776,0.1,1.5849683 +1692.6,1621.7379,-0.02356793,1706.4062,5940000.0,3481.0,371250.0,,92800.0,0.00010152,0.1,1.5035031 +1694.6,1623.8118,-0.028402355,1706.3378,5950000.0,3487.0,371875.0,,92960.0,0.000101264,0.1,1.4307822 +1691.6,1625.8258,-0.025233695,1706.2697,5960000.0,3493.0,372500.0,,93120.0,0.000101008,0.1,1.5216345 +1690.8,1627.7417,-0.030969968,1706.2018,5970000.0,3499.0,373125.0,,93280.0,0.000100752,0.1,1.5167475 +1692.0,1629.6378,-0.024016052,1706.134,5980000.0,3505.0,373750.0,,93408.0,0.0001005472,0.1,1.5222843 +1692.8,1631.4957,-0.031041443,1706.0667,5990000.0,3511.0,374375.0,,93568.0,0.0001002912,0.1,1.3938029 +1693.6,1633.3298,-0.012843611,1705.9994,6000000.0,3517.0,375000.0,,93728.0,0.0001000352,0.1,1.4264698 +1694.0,1635.078,-0.02620977,1705.4484,6010000.0,3524.0,375625.0,,93888.0,9.97792e-05,0.1,1.4454157 +1690.4,1636.818,-0.030236972,1705.3824,6020000.0,3530.0,376250.0,,94048.0,9.95232e-05,0.1,1.4982933 +1690.6,1638.5,-0.031303063,1705.3168,6030000.0,3536.0,376875.0,,94208.0,9.92672e-05,0.1,1.4599209 +1686.4,1640.1282,-0.030969277,1705.2512,6040000.0,3542.0,377500.0,,94368.0,9.90112e-05,0.1,1.4925574 +1683.2,1641.6902,-0.02853096,1705.186,6050000.0,3548.0,378125.0,,94528.0,9.87552e-05,0.1,1.4643751 +1684.4,1643.2401,-0.025781073,1705.121,6060000.0,3554.0,378750.0,,94656.0,9.85504e-05,0.1,1.4111776 +1685.2,1644.7504,-0.029464308,1705.0562,6070000.0,3560.0,379375.0,,94816.0,9.82944e-05,0.1,1.4601907 +1682.0,1646.2041,-0.026053201,1704.9916,6080000.0,3566.0,380000.0,,94976.0,9.80384e-05,0.1,1.3712893 +1687.2,1647.6542,-0.028244477,1704.9272,6090000.0,3572.0,380625.0,,95136.0,9.77824e-05,0.1,1.4381564 +1687.0,1649.0581,-0.024943575,1704.863,6100000.0,3578.0,381250.0,,95296.0,9.75264e-05,0.1,1.5382688 +1684.6,1650.3861,-0.028100615,1705.2749,6110000.0,3583.0,381875.0,,95456.0,9.72704e-05,0.1,1.464097 +1686.6,1651.7379,-0.010409186,1705.2103,6120000.0,3589.0,382500.0,,95616.0,9.70144e-05,0.1,1.5681982 +1689.8,1653.1357,-0.027359178,1705.146,6130000.0,3595.0,383125.0,,95776.0,9.67584e-05,0.1,1.5209146 +1693.0,1654.5258,-0.029064087,1705.0819,6140000.0,3601.0,383750.0,,95936.0,9.65024e-05,0.1,1.5196555 +1695.4,1655.9438,-0.03201683,1705.4908,6150000.0,3606.0,384375.0,,96064.0,9.62976e-05,0.1,1.5930264 +1692.2,1657.2859,-0.007438087,1704.9543,6160000.0,3613.0,385000.0,,96224.0,9.60416e-05,0.1,1.5518634 +1692.2,1658.6262,-0.026225105,1704.8909,6170000.0,3619.0,385625.0,,96384.0,9.57856e-05,0.1,1.3666737 +1694.0,1659.9622,-0.02872618,1704.8276,6180000.0,3625.0,386250.0,,96544.0,9.55296e-05,0.1,1.550819 +1694.0,1661.2881,-0.029353263,1704.7645,6190000.0,3631.0,386875.0,,96704.0,9.52736e-05,0.1,1.541744 +1695.6,1662.568,-0.029542655,1704.7017,6200000.0,3637.0,387500.0,,96864.0,9.50176e-05,0.1,1.4158909 +1697.4,1663.852,-0.024723578,1704.639,6210000.0,3643.0,388125.0,,97024.0,9.47616e-05,0.1,1.4144617 +1694.8,1665.1099,-0.028095966,1705.0438,6220000.0,3648.0,388750.0,,97184.0,9.45056e-05,0.1,1.3658447 +1689.0,1666.2399,-0.027202947,1704.9808,6230000.0,3654.0,389375.0,,97312.0,9.43008e-05,0.1,1.4310899 +1690.6,1667.418,-0.027584238,1704.9181,6240000.0,3660.0,390000.0,,97472.0,9.40448e-05,0.1,1.3993969 +1691.0,1668.5519,-0.02849141,1704.8555,6250000.0,3666.0,390625.0,,97632.0,9.37888e-05,0.1,1.4673475 +1692.4,1669.6559,-0.016701149,1704.793,6260000.0,3672.0,391250.0,,97792.0,9.35328e-05,0.1,1.4331425 +1699.6,1670.7518,-0.022931108,1705.1945,6270000.0,3677.0,391875.0,,97952.0,9.32768e-05,0.1,1.592756 +1699.2,1671.798,-0.027622744,1705.1317,6280000.0,3683.0,392500.0,,98112.0,9.30208e-05,0.1,1.5392613 +1700.4,1672.836,-0.028089294,1705.0691,6290000.0,3689.0,393125.0,,98272.0,9.27648e-05,0.1,1.4394962 +1698.8,1673.802,-0.025991607,1705.4684,6300000.0,3694.0,393750.0,,98432.0,9.25088e-05,0.1,1.4377947 +1699.2,1674.764,-0.026694342,1705.4054,6310000.0,3700.0,394375.0,,98592.0,9.22528e-05,0.1,1.365248 +1702.4,1675.7041,-0.028381493,1705.803,6320000.0,3705.0,395000.0,,98720.0,9.2048e-05,0.1,1.3502014 +1707.0,1676.6781,-0.026830163,1705.7397,6330000.0,3711.0,395625.0,,98880.0,9.1792e-05,0.1,1.3713907 +1706.8,1677.634,-0.027666705,1705.6766,6340000.0,3717.0,396250.0,,99040.0,9.1536e-05,0.1,1.544992 +1710.0,1678.568,-0.028311506,1705.6138,6350000.0,3723.0,396875.0,,99200.0,9.128e-05,0.1,1.4132957 +1711.2,1679.4619,-0.020210164,1705.551,6360000.0,3729.0,397500.0,,99360.0,9.1024e-05,0.1,1.4656785 +1709.6,1680.2719,-0.028491898,1705.9453,6370000.0,3734.0,398125.0,,99520.0,9.0768e-05,0.1,1.5784485 +1713.4,1681.05,-0.029750405,1705.8823,6380000.0,3740.0,398750.0,,99680.0,9.0512e-05,0.1,1.5028732 +1712.2,1681.8041,-0.026358863,1705.8196,6390000.0,3746.0,399375.0,,99840.0,9.0256e-05,0.1,1.49311 +1716.0,1682.52,-0.026822042,1705.757,6400000.0,3752.0,400000.0,,100000.0,9e-05,0.1,1.3216158 +1717.0,1683.2261,-0.0063684126,1706.1486,6410000.0,3757.0,400625.0,,100128.0,8.97952e-05,0.1,1.371742 +1714.4,1683.8579,-0.022266278,1706.0856,6420000.0,3763.0,401250.0,,100288.0,8.95392e-05,0.1,1.3300374 +1704.8,1684.38,-0.029483879,1706.0228,6430000.0,3769.0,401875.0,,100448.0,8.92832e-05,0.1,1.4234562 +1707.8,1684.854,-0.026142078,1705.9602,6440000.0,3775.0,402500.0,,100608.0,8.90272e-05,0.1,1.2936795 +1714.4,1685.4281,-0.024742644,1705.898,6450000.0,3781.0,403125.0,,100768.0,8.87712e-05,0.1,1.548369 +1716.2,1685.9739,-0.029730203,1705.8357,6460000.0,3787.0,403750.0,,100928.0,8.85152e-05,0.1,1.5336164 +1715.4,1686.5581,-0.0313995,1706.2236,6470000.0,3792.0,404375.0,,101088.0,8.82592e-05,0.1,1.4916496 +1710.0,1687.0361,-0.018364355,1706.1611,6480000.0,3798.0,405000.0,,101248.0,8.80032e-05,0.1,1.3861996 +1707.4,1687.5142,-0.029449327,1706.0989,6490000.0,3804.0,405625.0,,101376.0,8.77984e-05,0.1,1.5021662 +1708.8,1688.004,-0.02759889,1706.0367,6500000.0,3810.0,406250.0,,101536.0,8.75424e-05,0.1,1.434644 +1704.6,1688.418,-0.012941992,1705.9749,6510000.0,3816.0,406875.0,,101696.0,8.72864e-05,0.1,1.4757416 +1706.6,1688.8639,-0.026835617,1706.3596,6520000.0,3821.0,407500.0,,101856.0,8.70304e-05,0.1,1.4053822 +1711.4,1689.3258,-0.025053633,1705.8516,6530000.0,3828.0,408125.0,,102016.0,8.67744e-05,0.1,1.4157451 +1705.4,1689.728,-0.025088143,1705.7903,6540000.0,3834.0,408750.0,,102176.0,8.65184e-05,0.1,1.4904056 +1702.0,1690.0259,-0.025625687,1705.7291,6550000.0,3840.0,409375.0,,102336.0,8.62624e-05,0.1,1.5111601 +1698.6,1690.2681,-0.031472772,1706.1118,6560000.0,3845.0,410000.0,,102496.0,8.60064e-05,0.1,1.4943316 +1697.8,1690.554,-0.029640714,1706.0504,6570000.0,3851.0,410625.0,,102656.0,8.57504e-05,0.1,1.5149522 +1698.8,1690.8237,-0.031184314,1705.9891,6580000.0,3857.0,411250.0,,102784.0,8.55456e-05,0.1,1.4758534 +1699.2,1691.116,-0.027828708,1705.928,6590000.0,3863.0,411875.0,,102944.0,8.52896e-05,0.1,1.4279315 +1700.8,1691.4219,-0.02864295,1705.8672,6600000.0,3869.0,412500.0,,103104.0,8.50336e-05,0.1,1.3670177 +1697.0,1691.71,-0.025710778,1705.8064,6610000.0,3875.0,413125.0,,103264.0,8.47776e-05,0.1,1.378512 +1694.6,1691.9819,-0.025941616,1705.746,6620000.0,3881.0,413750.0,,103424.0,8.45216e-05,0.1,1.4288208 +1694.4,1692.2561,-0.028242392,1706.1245,6630000.0,3886.0,414375.0,,103584.0,8.42656e-05,0.1,1.5084795 +1693.2,1692.538,-0.02882452,1706.0637,6640000.0,3892.0,415000.0,,103744.0,8.40096e-05,0.1,1.4535824 +1704.2,1692.9641,-0.024648506,1706.003,6650000.0,3898.0,415625.0,,103904.0,8.37536e-05,0.1,1.3272667 +1704.4,1693.3704,-0.024719829,1705.9426,6660000.0,3904.0,416250.0,,104032.0,8.35488e-05,0.1,1.4969679 +1702.0,1693.7202,-0.030636324,1705.8823,6670000.0,3910.0,416875.0,,104192.0,8.32928e-05,0.1,1.541712 +1704.2,1694.0881,-0.029866524,1705.8223,6680000.0,3916.0,417500.0,,104352.0,8.30368e-05,0.1,1.6787944 +1697.2,1694.3422,-0.02830104,1705.7623,6690000.0,3922.0,418125.0,,104512.0,8.27808e-05,0.1,1.5624176 +1697.2,1694.604,-0.02691133,1705.7026,6700000.0,3928.0,418750.0,,104672.0,8.25248e-05,0.1,1.547227 +1703.0,1694.9402,-0.02775871,1705.6431,6710000.0,3934.0,419375.0,,104832.0,8.22688e-05,0.1,1.4590356 +1700.2,1695.288,-0.02894675,1705.5837,6720000.0,3940.0,420000.0,,104992.0,8.20128e-05,0.1,1.512752 +1700.6,1695.5981,-0.028952414,1705.0925,6730000.0,3947.0,420625.0,,105152.0,8.17568e-05,0.1,1.4600106 +1702.2,1695.9119,-0.027883038,1705.0342,6740000.0,3953.0,421250.0,,105312.0,8.15008e-05,0.1,1.4776014 +1700.4,1696.2,-0.028299466,1705.4067,6750000.0,3958.0,421875.0,,105440.0,8.1296e-05,0.1,1.466775 +1706.4,1696.562,-0.024692835,1705.3481,6760000.0,3964.0,422500.0,,105600.0,8.104e-05,0.1,1.4244146 +1700.8,1696.8562,-0.025208289,1705.2897,6770000.0,3970.0,423125.0,,105760.0,8.0784e-05,0.1,1.4190903 +1707.6,1697.222,-0.029409792,1705.2314,6780000.0,3976.0,423750.0,,105920.0,8.0528e-05,0.1,1.4493449 +1709.2,1697.6082,-0.028729085,1705.1733,6790000.0,3982.0,424375.0,,106080.0,8.0272e-05,0.1,1.5000732 +1710.6,1697.9059,-0.029759236,1705.1154,6800000.0,3988.0,425000.0,,106240.0,8.0016e-05,0.1,1.4868679 +1711.0,1698.188,-0.027780829,1705.0576,6810000.0,3994.0,425625.0,,106400.0,7.976e-05,0.1,1.4413667 +1710.4,1698.432,-0.03130281,1705.4264,6820000.0,3999.0,426250.0,,106560.0,7.9504e-05,0.1,1.5861508 +1710.8,1698.678,-0.026170205,1705.3683,6830000.0,4005.0,426875.0,,106688.0,7.92992e-05,0.1,1.3711951 +1713.8,1698.9441,-0.027434377,1705.3104,6840000.0,4011.0,427500.0,,106848.0,7.90432e-05,0.1,1.3565159 +1715.8,1699.2139,-0.022735074,1705.6772,6850000.0,4016.0,428125.0,,107008.0,7.87872e-05,0.1,1.4276943 +1720.0,1699.5018,-0.024848707,1705.6191,6860000.0,4022.0,428750.0,,107168.0,7.85312e-05,0.1,1.3931901 +1720.0,1699.84,-0.026949584,1705.561,6870000.0,4028.0,429375.0,,107328.0,7.82752e-05,0.1,1.5050044 +1720.0,1700.148,-0.02567152,1705.5032,6880000.0,4034.0,430000.0,,107488.0,7.80192e-05,0.1,1.398782 +1723.2,1700.472,-0.02087292,1705.4456,6890000.0,4040.0,430625.0,,107648.0,7.77632e-05,0.1,1.3384118 +1724.2,1700.7981,-0.02407604,1705.3881,6900000.0,4046.0,431250.0,,107808.0,7.75072e-05,0.1,1.4703243 +1723.6,1701.172,-0.026564034,1705.3307,6910000.0,4052.0,431875.0,,107968.0,7.72512e-05,0.1,1.4142596 +1731.6,1701.626,-0.024737705,1705.6938,6920000.0,4057.0,432500.0,,108096.0,7.70464e-05,0.1,1.3938047 +1735.0,1702.0698,-0.026966507,1705.6362,6930000.0,4063.0,433125.0,,108256.0,7.67904e-05,0.1,1.2960517 +1738.0,1702.5239,-0.027343737,1705.5787,6940000.0,4069.0,433750.0,,108416.0,7.65344e-05,0.1,1.3108609 +1740.6,1702.9839,-0.026670143,1705.5215,6950000.0,4075.0,434375.0,,108576.0,7.62784e-05,0.1,1.3219676 +1743.6,1703.5039,-0.025725462,1705.4644,6960000.0,4081.0,435000.0,,108736.0,7.60224e-05,0.1,1.3575511 +1747.2,1704.068,-0.025526986,1705.8247,6970000.0,4086.0,435625.0,,108896.0,7.57664e-05,0.1,1.4062517 +1748.4,1704.6318,-0.027828667,1705.7673,6980000.0,4092.0,436250.0,,109056.0,7.55104e-05,0.1,1.3048751 +1748.2,1705.186,-0.024038497,1705.7101,6990000.0,4098.0,436875.0,,109216.0,7.52544e-05,0.1,1.3139882 +1752.8,1705.7781,-0.024677258,1706.0687,7000000.0,4103.0,437500.0,,109344.0,7.50496e-05,0.1,1.2785782 +1749.6,1706.3341,-0.024922838,1706.0112,7010000.0,4109.0,438125.0,,109504.0,7.47936e-05,0.1,1.2788272 +1749.4,1706.9241,-0.02686475,1705.9539,7020000.0,4115.0,438750.0,,109664.0,7.45376e-05,0.1,1.4928449 +1750.4,1707.522,-0.026188057,1705.8966,7030000.0,4121.0,439375.0,,109824.0,7.42816e-05,0.1,1.4056692 +1751.2,1708.1702,-0.029021932,1706.253,7040000.0,4126.0,440000.0,,109984.0,7.40256e-05,0.1,1.3711467 +1753.0,1708.8682,-0.0264049,1706.1956,7050000.0,4132.0,440625.0,,110144.0,7.37696e-05,0.1,1.5165569 +1749.2,1709.5162,-0.02710131,1706.1382,7060000.0,4138.0,441250.0,,110304.0,7.35136e-05,0.1,1.3407693 +1745.6,1710.12,-0.002137543,1706.081,7070000.0,4144.0,441875.0,,110464.0,7.32576e-05,0.1,1.3077786 +1741.6,1710.716,-0.022802163,1706.4353,7080000.0,4149.0,442500.0,,110624.0,7.30016e-05,0.1,1.39725 +1740.8,1711.2518,-0.025225941,1706.7887,7090000.0,4154.0,443125.0,,110752.0,7.27968e-05,0.1,1.3624444 +1741.0,1711.7919,-0.024671402,1706.7307,7100000.0,4160.0,443750.0,,110912.0,7.25408e-05,0.1,1.2170172 +1738.6,1712.3317,-0.02389054,1706.6731,7110000.0,4166.0,444375.0,,111072.0,7.22848e-05,0.1,1.2215245 +1738.8,1712.8539,-0.023782926,1706.6155,7120000.0,4172.0,445000.0,,111232.0,7.20288e-05,0.1,1.4167628 +1740.6,1713.3617,-0.02455164,1706.5581,7130000.0,4178.0,445625.0,,111392.0,7.17728e-05,0.1,1.3269407 +1738.4,1713.8159,-0.024697581,1706.9089,7140000.0,4183.0,446250.0,,111552.0,7.15168e-05,0.1,1.4335504 +1737.2,1714.2339,-0.027802028,1706.8513,7150000.0,4189.0,446875.0,,111712.0,7.12608e-05,0.1,1.4808286 +1738.2,1714.6941,-0.026150007,1706.7938,7160000.0,4195.0,447500.0,,111872.0,7.10048e-05,0.1,1.2185948 +1733.0,1715.102,0.0064400285,1707.1428,7170000.0,4200.0,448125.0,,112000.0,7.08e-05,0.1,1.405028 +1732.2,1715.484,-0.027580436,1707.0851,7180000.0,4206.0,448750.0,,112160.0,7.0544e-05,0.1,1.2935581 +1733.2,1715.8761,-0.015947724,1707.0276,7190000.0,4212.0,449375.0,,112320.0,7.0288e-05,0.1,1.209062 +1733.0,1716.25,-0.024743453,1706.9701,7200000.0,4218.0,450000.0,,112480.0,7.0032e-05,0.1,1.2435768 +1727.4,1716.55,-0.02330505,1706.9128,7210000.0,4224.0,450625.0,,112640.0,6.9776e-05,0.1,1.2716358 +1726.4,1716.8661,-0.022794904,1706.8558,7220000.0,4230.0,451250.0,,112800.0,6.952e-05,0.1,1.3475308 +1730.0,1717.2761,-0.023180787,1706.7988,7230000.0,4236.0,451875.0,,112960.0,6.9264e-05,0.1,1.349945 +1727.0,1717.64,-0.025119333,1706.7421,7240000.0,4242.0,452500.0,,113120.0,6.9008e-05,0.1,1.3927498 +1725.6,1717.986,-0.024686698,1706.6855,7250000.0,4248.0,453125.0,,113280.0,6.8752e-05,0.1,1.3200412 +1727.0,1718.3319,-0.023404427,1707.0303,7260000.0,4253.0,453750.0,,113408.0,6.85472e-05,0.1,1.3640262 +1726.6,1718.6019,-0.028597051,1706.9735,7270000.0,4259.0,454375.0,,113568.0,6.82912e-05,0.1,1.3704178 +1729.0,1718.8999,-0.011718479,1706.9167,7280000.0,4265.0,455000.0,,113728.0,6.80352e-05,0.1,1.4516928 +1730.2,1719.198,-0.027740052,1706.8602,7290000.0,4271.0,455625.0,,113888.0,6.77792e-05,0.1,1.3070204 +1732.8,1719.5378,-0.024392247,1706.8038,7300000.0,4277.0,456250.0,,114048.0,6.75232e-05,0.1,1.4106804 +1737.2,1719.918,-0.024342218,1706.7476,7310000.0,4283.0,456875.0,,114208.0,6.72672e-05,0.1,1.3778183 +1739.0,1720.284,-0.026700968,1706.6915,7320000.0,4289.0,457500.0,,114368.0,6.70112e-05,0.1,1.4632211 +1736.6,1720.58,-0.02360164,1706.6356,7330000.0,4295.0,458125.0,,114528.0,6.67552e-05,0.1,1.4524071 +1737.4,1720.886,-0.026150025,1706.5798,7340000.0,4301.0,458750.0,,114656.0,6.65504e-05,0.1,1.3714932 +1737.4,1721.16,-0.027151084,1706.9205,7350000.0,4306.0,459375.0,,114816.0,6.62944e-05,0.1,1.5174365 +1740.0,1721.4481,-0.028270997,1706.8646,7360000.0,4312.0,460000.0,,114976.0,6.60384e-05,0.1,1.2995303 +1741.6,1721.7681,-0.02681225,1706.8087,7370000.0,4318.0,460625.0,,115136.0,6.57824e-05,0.1,1.4543512 +1741.2,1722.0459,-0.023477618,1706.753,7380000.0,4324.0,461250.0,,115296.0,6.55264e-05,0.1,1.2854573 +1742.4,1722.348,-0.026895076,1706.6975,7390000.0,4330.0,461875.0,,115456.0,6.52704e-05,0.1,1.4623542 +1751.4,1722.702,-0.026126584,1706.6421,7400000.0,4336.0,462500.0,,115616.0,6.50144e-05,0.1,1.4493413 +1751.0,1723.042,-0.026937835,1706.5868,7410000.0,4342.0,463125.0,,115776.0,6.47584e-05,0.1,1.2709963 +1750.6,1723.404,-0.026870096,1706.5317,7420000.0,4348.0,463750.0,,115936.0,6.45024e-05,0.1,1.4760859 +1750.4,1723.86,-0.026447121,1706.8688,7430000.0,4353.0,464375.0,,116064.0,6.42976e-05,0.1,1.4459057 +1756.8,1724.35,-0.027303465,1706.8135,7440000.0,4359.0,465000.0,,116224.0,6.40416e-05,0.1,1.4816102 +1756.8,1724.7738,-0.025811333,1706.7583,7450000.0,4365.0,465625.0,,116384.0,6.37856e-05,0.1,1.4427364 +1757.0,1725.182,-0.02407256,1706.7032,7460000.0,4371.0,466250.0,,116544.0,6.35296e-05,0.1,1.4394184 +1758.8,1725.616,-0.028131703,1706.6484,7470000.0,4377.0,466875.0,,116704.0,6.32736e-05,0.1,1.4396164 +1759.2,1726.1079,-0.025550732,1706.5936,7480000.0,4383.0,467500.0,,116864.0,6.30176e-05,0.1,1.3497202 +1759.0,1726.624,-0.024140019,1706.5391,7490000.0,4389.0,468125.0,,117024.0,6.27616e-05,0.1,1.4118335 +1757.2,1727.1079,-0.024216548,1706.4846,7500000.0,4395.0,468750.0,,117184.0,6.25056e-05,0.1,1.4493109 +1760.0,1727.6622,-0.026457379,1706.4303,7510000.0,4401.0,469375.0,,117312.0,6.23008e-05,0.1,1.3853209 +1760.2,1728.1981,-0.027425803,1706.3762,7520000.0,4407.0,470000.0,,117472.0,6.20448e-05,0.1,1.3936045 +1761.2,1728.696,-0.026522817,1706.709,7530000.0,4412.0,470625.0,,117632.0,6.17888e-05,0.1,1.4692482 +1759.6,1729.2379,-0.025924187,1706.6545,7540000.0,4418.0,471250.0,,117792.0,6.15328e-05,0.1,1.3932681 +1759.8,1729.816,-0.027906947,1706.6003,7550000.0,4424.0,471875.0,,117952.0,6.12768e-05,0.1,1.5302861 +1761.6,1730.4459,-0.028147094,1706.5463,7560000.0,4430.0,472500.0,,118112.0,6.10208e-05,0.1,1.3749534 +1763.8,1731.106,-0.026880916,1706.4923,7570000.0,4436.0,473125.0,,118272.0,6.07648e-05,0.1,1.3872325 +1764.4,1731.7618,-0.023034949,1706.4386,7580000.0,4442.0,473750.0,,118432.0,6.05088e-05,0.1,1.4169762 +1764.2,1732.412,-0.011869707,1706.3849,7590000.0,4448.0,474375.0,,118592.0,6.02528e-05,0.1,1.4987425 +1762.6,1733.03,-0.026687872,1706.7146,7600000.0,4453.0,475000.0,,118720.0,6.0048e-05,0.1,1.2327313 +1758.0,1733.6401,-0.023024354,1706.6606,7610000.0,4459.0,475625.0,,118880.0,5.9792e-05,0.1,1.3580939 +1750.8,1734.2019,-0.025028111,1706.6069,7620000.0,4465.0,476250.0,,119040.0,5.9536e-05,0.1,1.443712 +1750.8,1734.766,-0.02546234,1706.5533,7630000.0,4471.0,476875.0,,119200.0,5.928e-05,0.1,1.3876374 +1750.4,1735.338,-0.027459621,1706.8811,7640000.0,4476.0,477500.0,,119360.0,5.9024e-05,0.1,1.3514463 +1747.4,1735.77,-0.010466977,1706.4465,7650000.0,4483.0,478125.0,,119520.0,5.8768e-05,0.1,1.3882451 +1749.8,1736.2241,-0.025359657,1706.7736,7660000.0,4488.0,478750.0,,119680.0,5.8512e-05,0.1,1.3958796 +1749.4,1736.6982,-0.023666542,1706.7201,7670000.0,4494.0,479375.0,,119840.0,5.8256e-05,0.1,1.3791922 +1743.4,1737.0902,-0.024645435,1706.6666,7680000.0,4500.0,480000.0,,120000.0,5.8e-05,0.1,1.3933194 +1741.8,1737.5359,-0.026481505,1706.6134,7690000.0,4506.0,480625.0,,120128.0,5.77952e-05,0.1,1.4218783 +1741.8,1737.9822,-0.023153676,1706.9386,7700000.0,4511.0,481250.0,,120288.0,5.75392e-05,0.1,1.4871908 +1741.8,1738.37,-0.025968127,1706.8851,7710000.0,4517.0,481875.0,,120448.0,5.72832e-05,0.1,1.4384432 +1744.6,1738.814,-0.025650637,1706.4545,7720000.0,4524.0,482500.0,,120608.0,5.70272e-05,0.1,1.4340081 +1746.2,1739.2699,-0.026872054,1706.7786,7730000.0,4529.0,483125.0,,120768.0,5.67712e-05,0.1,1.3969935 +1745.8,1739.706,-0.024736265,1706.7255,7740000.0,4535.0,483750.0,,120928.0,5.65152e-05,0.1,1.5003386 +1744.8,1740.15,-0.025667703,1706.6725,7750000.0,4541.0,484375.0,,121088.0,5.62592e-05,0.1,1.5619369 +1742.2,1740.5082,-0.023542644,1706.6198,7760000.0,4547.0,485000.0,,121248.0,5.60032e-05,0.1,1.4976391 +1742.0,1740.92,-0.027699156,1706.942,7770000.0,4552.0,485625.0,,121376.0,5.57984e-05,0.1,1.4391123 +1742.0,1741.264,-0.0031994649,1706.889,7780000.0,4558.0,486250.0,,121536.0,5.55424e-05,0.1,1.363381 +1735.4,1741.5262,-0.020535905,1706.836,7790000.0,4564.0,486875.0,,121696.0,5.52864e-05,0.1,1.449052 +1735.0,1741.7701,-0.028692672,1706.7833,7800000.0,4570.0,487500.0,,121856.0,5.50304e-05,0.1,1.3494868 +1735.2,1742.0122,-0.022052625,1706.7307,7810000.0,4576.0,488125.0,,122016.0,5.47744e-05,0.1,1.3158445 +1735.0,1742.2582,-0.024143156,1707.0509,7820000.0,4581.0,488750.0,,122176.0,5.45184e-05,0.1,1.3446494 +1738.0,1742.5302,-0.023927722,1706.626,7830000.0,4588.0,489375.0,,122336.0,5.42624e-05,0.1,1.3714023 +1739.4,1742.7861,-0.027570037,1706.5739,7840000.0,4594.0,490000.0,,122496.0,5.40064e-05,0.1,1.4584577 +1741.6,1743.0441,-0.025232255,1706.5217,7850000.0,4600.0,490625.0,,122656.0,5.37504e-05,0.1,1.2697068 +1741.0,1743.254,-0.024206216,1706.8403,7860000.0,4605.0,491250.0,,122784.0,5.35456e-05,0.1,1.376882 +1741.2,1743.4661,-0.019782646,1706.7881,7870000.0,4611.0,491875.0,,122944.0,5.32896e-05,0.1,1.3074046 +1741.2,1743.678,-0.023080977,1706.736,7880000.0,4617.0,492500.0,,123104.0,5.30336e-05,0.1,1.3303168 +1744.4,1743.8901,-0.023301674,1706.684,7890000.0,4623.0,493125.0,,123264.0,5.27776e-05,0.1,1.3346407 +1746.2,1744.1101,-0.0233262,1707.0009,7900000.0,4628.0,493750.0,,123424.0,5.25216e-05,0.1,1.2469482 +1748.8,1744.362,-0.022755526,1706.9486,7910000.0,4634.0,494375.0,,123584.0,5.22656e-05,0.1,1.3566303 +1750.0,1744.5459,-0.021270128,1706.8966,7920000.0,4640.0,495000.0,,123744.0,5.20096e-05,0.1,1.2410543 +1750.8,1744.7039,-0.0243399,1706.8446,7930000.0,4646.0,495625.0,,123904.0,5.17536e-05,0.1,1.31041 +1752.2,1744.846,-0.020980021,1707.1598,7940000.0,4651.0,496250.0,,124032.0,5.15488e-05,0.1,1.3030957 +1748.8,1744.928,-0.020201363,1707.1075,7950000.0,4657.0,496875.0,,124192.0,5.12928e-05,0.1,1.4428551 +1750.0,1744.9921,-0.023697378,1707.0555,7960000.0,4663.0,497500.0,,124352.0,5.10368e-05,0.1,1.2903008 +1749.8,1745.018,-0.021852348,1707.0037,7970000.0,4669.0,498125.0,,124512.0,5.07808e-05,0.1,1.2330389 +1752.2,1745.0559,-0.02204819,1706.9519,7980000.0,4675.0,498750.0,,124672.0,5.05248e-05,0.1,1.2171009 +1752.8,1745.102,-0.022415038,1707.265,7990000.0,4680.0,499375.0,,124832.0,5.02688e-05,0.1,1.2261875 +1752.4,1745.098,-0.022483438,1707.213,8000000.0,4686.0,500000.0,,124992.0,5.00128e-05,0.1,1.2347639 +1752.6,1745.1282,-0.023373334,1707.1611,8010000.0,4692.0,500625.0,,125152.0,4.97568e-05,0.1,1.1938652 +1758.4,1745.218,-0.024301404,1707.1094,8020000.0,4698.0,501250.0,,125312.0,4.95008e-05,0.1,1.4388727 +1758.2,1745.2961,-0.021809064,1707.0579,8030000.0,4704.0,501875.0,,125440.0,4.9296e-05,0.1,1.3112133 +1758.2,1745.3661,-0.021187998,1707.0063,8040000.0,4710.0,502500.0,,125600.0,4.904e-05,0.1,1.3585923 +1756.8,1745.4042,-0.024302136,1706.9551,8050000.0,4716.0,503125.0,,125760.0,4.8784e-05,0.1,1.439585 +1756.8,1745.48,-0.025010912,1706.9038,8060000.0,4722.0,503750.0,,125920.0,4.8528e-05,0.1,1.4301558 +1757.0,1745.5939,-0.020653598,1706.8528,8070000.0,4728.0,504375.0,,126080.0,4.8272e-05,0.1,1.2829885 +1756.0,1745.7382,-0.023945164,1707.1625,8080000.0,4733.0,505000.0,,126240.0,4.8016e-05,0.1,1.3177841 +1755.8,1745.888,-0.021062499,1706.7511,8090000.0,4740.0,505625.0,,126400.0,4.776e-05,0.1,1.3782347 +1756.0,1746.038,-0.023838293,1706.7004,8100000.0,4746.0,506250.0,,126560.0,4.7504e-05,0.1,1.3000497 +1756.8,1746.22,-0.023934945,1707.009,8110000.0,4751.0,506875.0,,126688.0,4.72992e-05,0.1,1.3052167 +1758.8,1746.4198,-0.023982165,1706.9581,8120000.0,4757.0,507500.0,,126848.0,4.70432e-05,0.1,1.2545285 +1758.8,1746.602,-0.021927696,1706.9075,8130000.0,4763.0,508125.0,,127008.0,4.67872e-05,0.1,1.2972078 +1758.2,1746.8,-0.02347403,1706.8568,8140000.0,4769.0,508750.0,,127168.0,4.65312e-05,0.1,1.4996258 +1758.8,1747.016,-0.026311167,1706.8063,8150000.0,4775.0,509375.0,,127328.0,4.62752e-05,0.1,1.374901 +1760.0,1747.2339,-0.024735782,1707.1129,8160000.0,4780.0,510000.0,,127488.0,4.60192e-05,0.1,1.3364081 +1760.0,1747.504,-0.022306051,1707.0623,8170000.0,4786.0,510625.0,,127648.0,4.57632e-05,0.1,1.3787234 +1760.4,1747.7861,-0.022495724,1707.0117,8180000.0,4792.0,511250.0,,127808.0,4.55072e-05,0.1,1.2447742 +1756.8,1748.022,-0.020784987,1706.9612,8190000.0,4798.0,511875.0,,127968.0,4.52512e-05,0.1,1.332675 +1758.0,1748.272,-0.02277769,1707.2662,8200000.0,4803.0,512500.0,,128096.0,4.50464e-05,0.1,1.2876965 +1758.2,1748.58,-0.021814896,1707.2157,8210000.0,4809.0,513125.0,,128256.0,4.47904e-05,0.1,1.3097975 +1760.4,1748.9202,-0.023112705,1707.1652,8220000.0,4815.0,513750.0,,128416.0,4.45344e-05,0.1,1.2814685 +1760.2,1749.2222,-0.0057916855,1707.1147,8230000.0,4821.0,514375.0,,128576.0,4.42784e-05,0.1,1.4184911 +1756.4,1749.5162,-0.023693237,1707.0645,8240000.0,4827.0,515000.0,,128736.0,4.40224e-05,0.1,1.4731147 +1757.0,1749.8302,0.0024291957,1707.0143,8250000.0,4833.0,515625.0,,128896.0,4.37664e-05,0.1,1.3600649 +1757.6,1750.1361,-0.024511496,1706.9642,8260000.0,4839.0,516250.0,,129056.0,4.35104e-05,0.1,1.2980974 +1757.8,1750.448,-0.021879751,1706.9143,8270000.0,4845.0,516875.0,,129216.0,4.32544e-05,0.1,1.2806225 +1754.8,1750.7059,-0.02030052,1706.8646,8280000.0,4851.0,517500.0,,129344.0,4.30496e-05,0.1,1.3949052 +1753.6,1750.94,-0.024578238,1706.815,8290000.0,4857.0,518125.0,,129504.0,4.27936e-05,0.1,1.2703857 +1755.8,1751.17,-0.018465172,1706.4144,8300000.0,4864.0,518750.0,,129664.0,4.25376e-05,0.1,1.1767948 +1758.0,1751.3779,-0.022093173,1706.3655,8310000.0,4870.0,519375.0,,129824.0,4.22816e-05,0.1,1.2371111 +1758.6,1751.5739,-0.021351075,1706.6666,8320000.0,4875.0,520000.0,,129984.0,4.20256e-05,0.1,1.3870943 +1758.8,1751.7959,-0.023198772,1706.268,8330000.0,4882.0,520625.0,,130144.0,4.17696e-05,0.1,1.3201799 +1758.6,1752.0079,-0.023851877,1706.2194,8340000.0,4888.0,521250.0,,130304.0,4.15136e-05,0.1,1.3739059 +1758.6,1752.2198,-0.024704833,1706.5195,8350000.0,4893.0,521875.0,,130464.0,4.12576e-05,0.1,1.2997738 +1759.0,1752.4098,-0.019143809,1706.4707,8360000.0,4899.0,522500.0,,130624.0,4.10016e-05,0.1,1.2490159 +1760.8,1752.6017,-0.022777027,1706.422,8370000.0,4905.0,523125.0,,130752.0,4.07968e-05,0.1,1.3316958 +1760.2,1752.7919,-0.020475524,1706.3734,8380000.0,4911.0,523750.0,,130912.0,4.05408e-05,0.1,1.3129774 +1759.4,1752.962,-0.01634786,1706.325,8390000.0,4917.0,524375.0,,131072.0,4.02848e-05,0.1,1.3003093 +1758.0,1753.0281,-0.019131692,1706.2766,8400000.0,4923.0,525000.0,,131232.0,4.00288e-05,0.1,1.1933943 +1763.0,1753.148,-0.021688728,1706.2284,8410000.0,4929.0,525625.0,,131392.0,3.97728e-05,0.1,1.2155054 +1762.0,1753.2621,-0.021417817,1706.1803,8420000.0,4935.0,526250.0,,131552.0,3.95168e-05,0.1,1.3431437 +1761.6,1753.374,-0.022474032,1706.1323,8430000.0,4941.0,526875.0,,131712.0,3.92608e-05,0.1,1.4138916 +1763.2,1753.438,-0.024862949,1706.0845,8440000.0,4947.0,527500.0,,131872.0,3.90048e-05,0.1,1.3676766 +1764.0,1753.5099,-0.022711333,1706.3812,8450000.0,4952.0,528125.0,,132000.0,3.88e-05,0.1,1.3668116 +1764.0,1753.58,-0.023552386,1706.3333,8460000.0,4958.0,528750.0,,132160.0,3.8544e-05,0.1,1.2313447 +1768.8,1753.68,-0.021280663,1706.2853,8470000.0,4964.0,529375.0,,132320.0,3.8288e-05,0.1,1.2673165 +1766.2,1753.75,-0.018649856,1706.2374,8480000.0,4970.0,530000.0,,132480.0,3.8032e-05,0.1,1.1795137 +1765.4,1753.8141,-0.021741714,1706.1897,8490000.0,4976.0,530625.0,,132640.0,3.7776e-05,0.1,1.2831675 +1762.4,1753.8662,-0.0023450654,1706.1421,8500000.0,4982.0,531250.0,,132800.0,3.752e-05,0.1,1.3777494 +1769.8,1753.9641,-0.023160057,1706.0946,8510000.0,4988.0,531875.0,,132960.0,3.7264e-05,0.1,1.3854027 +1769.6,1754.058,-0.020458844,1706.0472,8520000.0,4994.0,532500.0,,133120.0,3.7008e-05,0.1,1.3700398 +1766.0,1754.106,-0.02372199,1706.3413,8530000.0,4999.0,533125.0,,133280.0,3.6752e-05,0.1,1.5351857 +1766.0,1754.1698,-0.025139656,1706.2937,8540000.0,5005.0,533750.0,,133408.0,3.65472e-05,0.1,1.4365346 +1769.2,1754.2639,-0.023471666,1706.2462,8550000.0,5011.0,534375.0,,133568.0,3.62912e-05,0.1,1.3866774 +1769.2,1754.34,-0.023011133,1706.199,8560000.0,5017.0,535000.0,,133728.0,3.60352e-05,0.1,1.3248471 +1769.4,1754.3961,-0.019425767,1706.1517,8570000.0,5023.0,535625.0,,133888.0,3.57792e-05,0.1,1.2494214 +1769.4,1754.4463,-0.01875989,1706.1046,8580000.0,5029.0,536250.0,,134048.0,3.55232e-05,0.1,1.2008163 +1769.0,1754.4943,-0.021463366,1705.7189,8590000.0,5036.0,536875.0,,134208.0,3.52672e-05,0.1,1.4050711 +1766.0,1754.5281,-0.02075116,1706.0107,8600000.0,5041.0,537500.0,,134368.0,3.50112e-05,0.1,1.2390676 +1766.6,1754.614,-0.020439448,1705.964,8610000.0,5047.0,538125.0,,134528.0,3.47552e-05,0.1,1.2572215 +1769.0,1754.7959,-0.01966256,1705.9172,8620000.0,5053.0,538750.0,,134656.0,3.45504e-05,0.1,1.3703575 +1769.0,1754.978,-0.020022994,1706.208,8630000.0,5058.0,539375.0,,134816.0,3.42944e-05,0.1,1.3709806 +1769.4,1755.1681,-0.023181846,1706.1611,8640000.0,5064.0,540000.0,,134976.0,3.40384e-05,0.1,1.4271954 +1769.6,1755.39,-0.023406383,1706.1144,8650000.0,5070.0,540625.0,,135136.0,3.37824e-05,0.1,1.3429585 +1766.0,1755.552,-0.020485608,1706.0677,8660000.0,5076.0,541250.0,,135296.0,3.35264e-05,0.1,1.3361461 +1765.8,1755.7161,-0.01901522,1706.0212,8670000.0,5082.0,541875.0,,135456.0,3.32704e-05,0.1,1.252391 +1766.0,1755.942,-0.019163342,1705.9749,8680000.0,5088.0,542500.0,,135616.0,3.30144e-05,0.1,1.2504177 +1767.0,1756.1938,-0.016569417,1705.9286,8690000.0,5094.0,543125.0,,135776.0,3.27584e-05,0.1,1.246438 +1765.2,1756.4281,-0.019285966,1705.8823,8700000.0,5100.0,543750.0,,135936.0,3.25024e-05,0.1,1.2735095 +1768.4,1756.6941,-0.02045016,1705.8363,8710000.0,5106.0,544375.0,,136064.0,3.22976e-05,0.1,1.2975057 +1769.6,1756.9441,-0.01717485,1705.7903,8720000.0,5112.0,545000.0,,136224.0,3.20416e-05,0.1,1.3033392 +1772.0,1757.202,-0.020613907,1705.7444,8730000.0,5118.0,545625.0,,136384.0,3.17856e-05,0.1,1.3951854 +1771.4,1757.4581,-0.019022543,1705.6987,8740000.0,5124.0,546250.0,,136544.0,3.15296e-05,0.1,1.4249179 +1771.6,1757.726,-0.023796052,1705.6531,8750000.0,5130.0,546875.0,,136704.0,3.12736e-05,0.1,1.3269773 +1774.4,1758.0481,-0.019750085,1705.6074,8760000.0,5136.0,547500.0,,136864.0,3.10176e-05,0.1,1.1408432 +1769.6,1758.3239,-0.017960433,1705.8938,8770000.0,5141.0,548125.0,,137024.0,3.07616e-05,0.1,1.2409859 +1769.2,1758.596,-0.020762088,1705.848,8780000.0,5147.0,548750.0,,137184.0,3.05056e-05,0.1,1.2743385 +1769.4,1758.936,-0.017448738,1706.1335,8790000.0,5152.0,549375.0,,137312.0,3.03008e-05,0.1,1.2210209 +1768.4,1759.27,-0.015928227,1706.0876,8800000.0,5158.0,550000.0,,137472.0,3.00448e-05,0.1,1.1890032 +1768.2,1759.6001,-0.018864254,1706.0419,8810000.0,5164.0,550625.0,,137632.0,2.97888e-05,0.1,1.1989182 +1768.4,1759.9342,-0.016627682,1705.6663,8820000.0,5171.0,551250.0,,137792.0,2.95328e-05,0.1,1.4470316 +1763.8,1760.192,-0.019083295,1705.9506,8830000.0,5176.0,551875.0,,137952.0,2.92768e-05,0.1,1.5116329 +1764.2,1760.44,-0.021767711,1705.5759,8840000.0,5183.0,552500.0,,138112.0,2.90208e-05,0.1,1.5199835 +1764.2,1760.6661,-0.022640143,1705.5309,8850000.0,5189.0,553125.0,,138272.0,2.87648e-05,0.1,1.3635327 +1765.0,1760.9061,-0.01779239,1705.4861,8860000.0,5195.0,553750.0,,138432.0,2.85088e-05,0.1,1.2454036 +1764.2,1761.1361,-0.018137245,1705.4413,8870000.0,5201.0,554375.0,,138592.0,2.82528e-05,0.1,1.2430027 +1760.6,1761.33,0.00078004133,1705.3966,8880000.0,5207.0,555000.0,,138720.0,2.8048e-05,0.1,1.3226498 +1759.8,1761.4839,-0.018356327,1705.352,8890000.0,5213.0,555625.0,,138880.0,2.7792e-05,0.1,1.2265158 +1760.4,1761.626,-0.014602679,1705.3075,8900000.0,5219.0,556250.0,,139040.0,2.7536e-05,0.1,1.1973721 +1759.2,1761.73,-0.017851643,1705.2632,8910000.0,5225.0,556875.0,,139200.0,2.728e-05,0.1,1.3437607 +1759.4,1761.8241,-0.0186502,1705.5449,8920000.0,5230.0,557500.0,,139360.0,2.7024e-05,0.1,1.5014743 +1758.8,1761.904,-0.021274978,1705.5004,8930000.0,5236.0,558125.0,,139520.0,2.6768e-05,0.1,1.4908953 +1759.0,1761.972,-0.020043962,1705.4559,8940000.0,5242.0,558750.0,,139680.0,2.6512e-05,0.1,1.3696116 +1759.2,1762.076,-0.02108897,1705.4116,8950000.0,5248.0,559375.0,,139840.0,2.6256e-05,0.1,1.3735266 +1759.8,1762.174,-0.02082602,1705.3673,8960000.0,5254.0,560000.0,,140000.0,2.6e-05,0.1,1.2781736 +1760.0,1762.2759,-0.019345516,1705.6475,8970000.0,5259.0,560625.0,,140128.0,2.57952e-05,0.1,1.4481277 +1758.8,1762.342,-0.016880302,1705.603,8980000.0,5265.0,561250.0,,140288.0,2.55392e-05,0.1,1.2037936 +1759.8,1762.412,0.011413708,1705.5587,8990000.0,5271.0,561875.0,,140448.0,2.52832e-05,0.1,1.2670954 +1763.0,1762.518,-0.015909106,1705.5145,9000000.0,5277.0,562500.0,,140608.0,2.50272e-05,0.1,1.1730382 +1760.4,1762.596,-0.015643839,1705.7932,9010000.0,5282.0,563125.0,,140768.0,2.47712e-05,0.1,1.2801669 +1757.6,1762.588,-0.020236254,1705.7489,9020000.0,5288.0,563750.0,,140928.0,2.45152e-05,0.1,1.4751815 +1756.0,1762.5659,-0.018793141,1705.7046,9030000.0,5294.0,564375.0,,141088.0,2.42592e-05,0.1,1.4056783 +1756.2,1762.5461,-0.019668065,1705.6604,9040000.0,5300.0,565000.0,,141248.0,2.40032e-05,0.1,1.3549814 +1760.8,1762.5859,-0.0197375,1705.9377,9050000.0,5305.0,565625.0,,141376.0,2.37984e-05,0.1,1.3375863 +1764.8,1762.6661,-0.020644631,1705.8934,9060000.0,5311.0,566250.0,,141536.0,2.35424e-05,0.1,1.2925637 +1765.0,1762.746,-0.017694756,1705.8491,9070000.0,5317.0,566875.0,,141696.0,2.32864e-05,0.1,1.31552 +1765.0,1762.8359,-0.015822573,1705.805,9080000.0,5323.0,567500.0,,141856.0,2.30304e-05,0.1,1.3543687 +1764.2,1762.92,-0.017686695,1705.761,9090000.0,5329.0,568125.0,,142016.0,2.27744e-05,0.1,1.283448 +1768.4,1763.0442,-0.015443044,1705.7169,9100000.0,5335.0,568750.0,,142176.0,2.25184e-05,0.1,1.3650846 +1769.4,1763.1702,-0.018930187,1705.6731,9110000.0,5341.0,569375.0,,142336.0,2.22624e-05,0.1,1.411277 +1773.8,1763.3202,-0.021195766,1705.6293,9120000.0,5347.0,570000.0,,142496.0,2.20064e-05,0.1,1.3732042 +1774.4,1763.4761,-0.019455247,1705.5857,9130000.0,5353.0,570625.0,,142656.0,2.17504e-05,0.1,1.4115748 +1774.2,1763.6361,-0.01814979,1705.5421,9140000.0,5359.0,571250.0,,142784.0,2.15456e-05,0.1,1.4312079 +1774.4,1763.7922,-0.016847875,1705.4987,9150000.0,5365.0,571875.0,,142944.0,2.12896e-05,0.1,1.2737665 +1774.4,1763.9363,-0.0084748035,1705.4552,9160000.0,5371.0,572500.0,,143104.0,2.10336e-05,0.1,1.1407382 +1775.4,1764.0902,-0.015287461,1705.7291,9170000.0,5376.0,573125.0,,143264.0,2.07776e-05,0.1,1.3039815 +1775.4,1764.2404,-0.017074903,1705.6857,9180000.0,5382.0,573750.0,,143424.0,2.05216e-05,0.1,1.1354663 +1774.6,1764.4181,-0.016542653,1705.6422,9190000.0,5388.0,574375.0,,143584.0,2.02656e-05,0.1,1.2382004 +1776.8,1764.6061,-0.01668925,1705.5988,9200000.0,5394.0,575000.0,,143744.0,2.00096e-05,0.1,1.2644925 +1777.4,1764.798,-0.016536271,1705.5555,9210000.0,5400.0,575625.0,,143904.0,1.97536e-05,0.1,1.3641807 +1777.8,1764.9719,-0.016474815,1705.8279,9220000.0,5405.0,576250.0,,144032.0,1.95488e-05,0.1,1.298065 +1777.4,1765.144,-0.01670604,1705.7845,9230000.0,5411.0,576875.0,,144192.0,1.92928e-05,0.1,1.3544581 +1782.8,1765.4081,-0.018503852,1705.7412,9240000.0,5417.0,577500.0,,144352.0,1.90368e-05,0.1,1.4329321 +1783.0,1765.6681,-0.018856592,1705.698,9250000.0,5423.0,578125.0,,144512.0,1.87808e-05,0.1,1.3595626 +1784.8,1765.94,-0.017828524,1705.6548,9260000.0,5429.0,578750.0,,144672.0,1.85248e-05,0.1,1.3717594 +1781.6,1766.178,-0.015328909,1705.6118,9270000.0,5435.0,579375.0,,144832.0,1.82688e-05,0.1,1.2340381 +1780.6,1766.4358,-0.0025051783,1705.5688,9280000.0,5441.0,580000.0,,144992.0,1.80128e-05,0.1,1.2252345 +1781.0,1766.7098,-0.012478934,1705.526,9290000.0,5447.0,580625.0,,145152.0,1.77568e-05,0.1,1.2760841 +1779.4,1766.9459,-0.015335324,1705.796,9300000.0,5452.0,581250.0,,145312.0,1.75008e-05,0.1,1.2267517 +1776.4,1767.1301,-0.015603098,1705.753,9310000.0,5458.0,581875.0,,145440.0,1.7296e-05,0.1,1.2369204 +1775.8,1767.302,-0.01615782,1705.7101,9320000.0,5464.0,582500.0,,145600.0,1.704e-05,0.1,1.3041265 +1775.2,1767.4663,-0.017476074,1705.9791,9330000.0,5469.0,583125.0,,145760.0,1.6784e-05,0.1,1.3531548 +1774.6,1767.626,-0.01717114,1705.936,9340000.0,5475.0,583750.0,,145920.0,1.6528e-05,0.1,1.3516599 +1774.0,1767.78,-0.018618593,1705.8931,9350000.0,5481.0,584375.0,,146080.0,1.6272e-05,0.1,1.3613942 +1774.0,1767.93,-0.017348472,1705.8502,9360000.0,5487.0,585000.0,,146240.0,1.6016e-05,0.1,1.334458 +1768.0,1768.0021,-0.015202988,1705.8074,9370000.0,5493.0,585625.0,,146400.0,1.576e-05,0.1,1.2329693 +1769.2,1768.092,-0.016844552,1705.7646,9380000.0,5499.0,586250.0,,146560.0,1.5504e-05,0.1,1.2926648 +1768.0,1768.1781,-0.018022174,1705.722,9390000.0,5505.0,586875.0,,146688.0,1.52992e-05,0.1,1.2639434 +1767.8,1768.2759,-0.010918324,1705.6796,9400000.0,5511.0,587500.0,,146848.0,1.50432e-05,0.1,1.2434083 +1767.8,1768.3241,-0.014068715,1705.6371,9410000.0,5517.0,588125.0,,147008.0,1.47872e-05,0.1,1.2964673 +1768.8,1768.3918,-0.015073976,1705.5947,9420000.0,5523.0,588750.0,,147168.0,1.45312e-05,0.1,1.3363947 +1768.2,1768.458,-0.015826805,1705.5525,9430000.0,5529.0,589375.0,,147328.0,1.42752e-05,0.1,1.3502852 +1768.4,1768.51,-0.016168853,1705.5104,9440000.0,5535.0,590000.0,,147488.0,1.40192e-05,0.1,1.3617024 +1772.0,1768.59,-0.015727699,1705.4684,9450000.0,5541.0,590625.0,,147648.0,1.37632e-05,0.1,1.3631046 +1772.2,1768.6722,-0.016185148,1705.4264,9460000.0,5547.0,591250.0,,147808.0,1.35072e-05,0.1,1.338418 +1772.2,1768.7063,-0.01516203,1705.3845,9470000.0,5553.0,591875.0,,147968.0,1.32512e-05,0.1,1.26785 +1770.8,1768.7521,-0.014317707,1705.6495,9480000.0,5558.0,592500.0,,148096.0,1.30464e-05,0.1,1.2770169 +1774.8,1768.8461,-0.015148801,1705.6074,9490000.0,5564.0,593125.0,,148256.0,1.27904e-05,0.1,1.2410282 +1775.8,1768.98,-0.012006418,1705.5656,9500000.0,5570.0,593750.0,,148416.0,1.25344e-05,0.1,1.2676761 +1776.6,1769.048,-0.012288718,1705.5237,9510000.0,5576.0,594375.0,,148576.0,1.22784e-05,0.1,1.2368308 +1779.6,1769.1478,-0.014719416,1705.4819,9520000.0,5582.0,595000.0,,148736.0,1.20224e-05,0.1,1.3185482 +1784.4,1769.332,-0.01671656,1705.7455,9530000.0,5587.0,595625.0,,148896.0,1.17664e-05,0.1,1.3981373 +1784.6,1769.518,-0.016567998,1705.7036,9540000.0,5593.0,596250.0,,149056.0,1.15104e-05,0.1,1.4160132 +1785.4,1769.68,-0.013060982,1705.6617,9550000.0,5599.0,596875.0,,149216.0,1.12544e-05,0.1,1.2520349 +1786.4,1769.8522,-0.01424553,1705.62,9560000.0,5605.0,597500.0,,149344.0,1.10496e-05,0.1,1.2389925 +1786.0,1770.0181,-0.0132524455,1705.8823,9570000.0,5610.0,598125.0,,149504.0,1.07936e-05,0.1,1.3191247 +1785.4,1770.1781,-0.014212338,1705.8405,9580000.0,5616.0,598750.0,,149664.0,1.05376e-05,0.1,1.2033755 +1784.8,1770.336,0.0005768226,1705.7987,9590000.0,5622.0,599375.0,,149824.0,1.02816e-05,0.1,1.3263307 +1788.6,1770.562,-0.012666139,1705.757,9600000.0,5628.0,600000.0,,149984.0,1.00256e-05,0.1,1.2797284 +1788.8,1770.784,-0.011833232,1705.7153,9610000.0,5634.0,600625.0,,150144.0,9.7696e-06,0.1,1.3274341 +1782.4,1770.918,0.001152162,1705.6737,9620000.0,5640.0,601250.0,,150304.0,9.5136e-06,0.1,1.3324889 +1784.8,1771.0759,-0.014165907,1705.6323,9630000.0,5646.0,601875.0,,150464.0,9.2576e-06,0.1,1.2998856 +1785.4,1771.236,-0.010644218,1705.591,9640000.0,5652.0,602500.0,,150624.0,9.0016e-06,0.1,1.2232046 +1785.4,1771.3942,-0.01457296,1705.8512,9650000.0,5657.0,603125.0,,150752.0,8.7968e-06,0.1,1.3109361 +1781.0,1771.5442,-0.010049242,1705.8097,9660000.0,5663.0,603750.0,,150912.0,8.5408e-06,0.1,1.2235293 +1781.2,1771.6982,-0.005145685,1705.7682,9670000.0,5669.0,604375.0,,151072.0,8.2848e-06,0.1,1.2917283 +1782.4,1771.8622,-0.014040931,1705.7269,9680000.0,5675.0,605000.0,,151232.0,8.0288e-06,0.1,1.3377216 +1781.2,1772.0043,-0.0097817015,1705.6857,9690000.0,5681.0,605625.0,,151392.0,7.7728e-06,0.1,1.1741152 +1782.0,1772.1722,-0.010129332,1705.6444,9700000.0,5687.0,606250.0,,151552.0,7.5168e-06,0.1,1.2012808 +1781.4,1772.3024,-0.012002143,1705.6034,9710000.0,5693.0,606875.0,,151712.0,7.2608e-06,0.1,1.3102881 +1781.4,1772.4202,-0.01193168,1705.5624,9720000.0,5699.0,607500.0,,151872.0,7.0048e-06,0.1,1.1872045 +1782.0,1772.5201,-0.0121081965,1705.8204,9730000.0,5704.0,608125.0,,152000.0,6.8e-06,0.1,1.2410525 +1782.6,1772.6322,-0.011121677,1705.7793,9740000.0,5710.0,608750.0,,152160.0,6.544e-06,0.1,1.2730789 +1782.0,1772.7361,-0.0083564725,1705.44,9750000.0,5717.0,609375.0,,152320.0,6.288e-06,0.1,1.2900734 +1781.6,1772.808,-0.009057489,1705.3993,9760000.0,5723.0,610000.0,,152480.0,6.032e-06,0.1,1.1614426 +1781.6,1772.9279,-0.011281108,1705.3586,9770000.0,5729.0,610625.0,,152640.0,5.776e-06,0.1,1.2442732 +1781.2,1773.048,-0.008721462,1705.3182,9780000.0,5735.0,611250.0,,152800.0,5.52e-06,0.1,1.2646291 +1782.4,1773.178,-0.011309825,1705.2778,9790000.0,5741.0,611875.0,,152960.0,5.264e-06,0.1,1.1473738 +1784.0,1773.3341,-0.008900008,1705.5343,9800000.0,5746.0,612500.0,,153120.0,5.008e-06,0.1,1.2877452 +1781.4,1773.4661,-0.010842119,1705.4938,9810000.0,5752.0,613125.0,,153280.0,4.752e-06,0.1,1.4158181 +1784.6,1773.6282,-0.010620194,1705.4532,9820000.0,5758.0,613750.0,,153408.0,4.5472e-06,0.1,1.3837229 +1784.4,1773.8341,-0.012453635,1705.413,9830000.0,5764.0,614375.0,,153568.0,4.2912e-06,0.1,1.2983298 +1785.4,1774.0461,-0.009874369,1705.3726,9840000.0,5770.0,615000.0,,153728.0,4.0352e-06,0.1,1.2477162 +1791.8,1774.322,-0.008229373,1705.3324,9850000.0,5776.0,615625.0,,153888.0,3.7792e-06,0.1,1.2960569 +1791.0,1774.582,-0.009092334,1705.5873,9860000.0,5781.0,616250.0,,154048.0,3.5232e-06,0.1,1.3228004 +1790.6,1774.8461,-0.008993852,1705.5469,9870000.0,5787.0,616875.0,,154208.0,3.2672e-06,0.1,1.2697525 +1789.8,1775.1378,-0.006373696,1705.5066,9880000.0,5793.0,617500.0,,154368.0,3.0112e-06,0.1,1.1622083 +1794.8,1775.4878,-0.0068358756,1705.4664,9890000.0,5799.0,618125.0,,154528.0,2.7552e-06,0.1,1.3535349 +1794.8,1775.8319,-0.00631252,1705.7202,9900000.0,5804.0,618750.0,,154656.0,2.5504e-06,0.1,1.1081703 +1794.2,1776.1819,-0.006689367,1705.6798,9910000.0,5810.0,619375.0,,154816.0,2.2944e-06,0.1,1.2526917 +1793.0,1776.518,-0.009066467,1705.6396,9920000.0,5816.0,620000.0,,154976.0,2.0384e-06,0.1,1.2874312 +1793.6,1776.866,-0.010244152,1705.5995,9930000.0,5822.0,620625.0,,155136.0,1.7824e-06,0.1,1.3580434 +1793.2,1777.2081,-0.0077258847,1705.5593,9940000.0,5828.0,621250.0,,155296.0,1.5264e-06,0.1,1.334442 +1791.2,1777.528,-0.0050638453,1705.5194,9950000.0,5834.0,621875.0,,155456.0,1.2704e-06,0.1,1.2825394 +1790.0,1777.83,-0.008170532,1705.4795,9960000.0,5840.0,622500.0,,155616.0,1.0144e-06,0.1,1.2390604 +1789.6,1778.126,-0.0053316904,1705.148,9970000.0,5847.0,623125.0,,155776.0,7.584e-07,0.1,1.2140871 +1789.4,1778.432,-0.0051004197,1705.3999,9980000.0,5852.0,623750.0,,155936.0,5.024e-07,0.1,1.1971971 +1787.8,1778.7119,-0.0045630317,1705.3602,9990000.0,5858.0,624375.0,,156064.0,2.976e-07,0.1,1.0724746 +1788.8,1778.97,-0.0051104375,1705.6115,10000000.0,5863.0,625000.0,,156224.0,4.16e-08,0.1,1.244158 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_df_train.csv b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c2bcb831978d033b4437aa05d3c8f4bcb920993 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_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 +78.0,78.0,-0.027819054,476.1905,10000.0,21.0,625.0,,128.0,0.0002497952,0.1,2.7969081 +102.96296,90.481476,-0.027180187,740.7407,20000.0,27.0,1250.0,,288.0,0.0002495392,0.1,2.7841394 +120.0,100.320984,-0.031555388,909.0909,30000.0,33.0,1875.0,,448.0,0.0002492832,0.1,2.7625985 +141.50943,110.618095,-0.029740393,1000.0,40000.0,40.0,2500.0,,608.0,0.0002490272,0.1,2.7582164 +147.05882,117.906235,-0.027474172,1086.9565,50000.0,46.0,3125.0,,768.0,0.0002487712,0.1,2.6690602 +152.77109,123.71704,-0.02714923,1153.8462,60000.0,52.0,3750.0,,928.0,0.0002485152,0.1,2.6823215 +162.55319,129.26506,-0.02654165,1206.8966,70000.0,58.0,4375.0,,1088.0,0.0002482592,0.1,2.6894054 +174.2,134.88193,-0.024329271,1269.8413,80000.0,63.0,5000.0,,1248.0,0.0002480032,0.1,2.6714573 +194.6,141.51727,-0.032503173,1323.5294,90000.0,68.0,5625.0,,1376.0,0.0002477984,0.1,2.6699047 +207.4,148.10555,-0.031441648,1351.3513,100000.0,74.0,6250.0,,1536.0,0.0002475424,0.1,2.6754928 +223.6,154.96867,-0.027059799,1392.405,110000.0,79.0,6875.0,,1696.0,0.0002472864,0.1,2.619493 +235.8,161.70462,-0.029943995,1411.7646,120000.0,85.0,7500.0,,1856.0,0.0002470304,0.1,2.657168 +250.4,168.52734,-0.029400948,1444.4445,130000.0,90.0,8125.0,,2016.0,0.0002467744,0.1,2.5926123 +269.2,175.71825,-0.027404815,1458.3334,140000.0,96.0,8750.0,,2176.0,0.0002465184,0.1,2.584038 +279.0,182.6037,-0.02943108,1485.1486,150000.0,101.0,9375.0,,2336.0,0.0002462624,0.1,2.6782749 +287.8,189.17847,-0.031382065,1509.434,160000.0,106.0,10000.0,,2496.0,0.0002460064,0.1,2.5588913 +315.8,196.6268,-0.031833563,1517.8572,170000.0,112.0,10625.0,,2656.0,0.0002457504,0.1,2.510585 +319.2,203.43642,-0.034225002,1538.4615,180000.0,117.0,11250.0,,2784.0,0.0002455456,0.1,2.5757847 +335.4,210.38187,-0.032968227,1557.3771,190000.0,122.0,11875.0,,2944.0,0.0002452896,0.1,2.5494833 +359.0,217.81277,-0.033377588,1562.5,200000.0,128.0,12500.0,,3104.0,0.0002450336,0.1,2.4994626 +370.6,225.08835,-0.033614624,1578.9474,210000.0,133.0,13125.0,,3264.0,0.0002447776,0.1,2.5159843 +385.0,232.35707,-0.029050956,1571.4286,220000.0,140.0,13750.0,,3424.0,0.0002445216,0.1,2.4749289 +394.2,239.39372,-0.031977575,1575.3424,230000.0,146.0,14375.0,,3584.0,0.0002442656,0.1,2.4974122 +396.0,245.91899,-0.033532303,1589.4039,240000.0,151.0,15000.0,,3744.0,0.0002440096,0.1,2.5145078 +408.2,252.41023,-0.03538264,1592.3567,250000.0,157.0,15625.0,,3904.0,0.0002437536,0.1,2.420673 +416.4,258.71753,-0.029855309,1604.9382,260000.0,162.0,16250.0,,4032.0,0.0002435488,0.1,2.4263353 +434.8,265.2391,-0.027339695,1616.7665,270000.0,167.0,16875.0,,4192.0,0.0002432928,0.1,2.4526389 +437.6,271.39484,-0.03342741,1618.4971,280000.0,173.0,17500.0,,4352.0,0.0002430368,0.1,2.396504 +447.8,277.47778,-0.028979665,1620.1117,290000.0,179.0,18125.0,,4512.0,0.0002427808,0.1,2.4340696 +462.4,283.64188,-0.02914986,1630.4348,300000.0,184.0,18750.0,,4672.0,0.0002425248,0.1,2.3892636 +465.0,289.49213,-0.0306546,1631.579,310000.0,190.0,19375.0,,4832.0,0.0002422688,0.1,2.3989224 +475.8,295.31424,-0.029988902,1632.6531,320000.0,196.0,20000.0,,4992.0,0.0002420128,0.1,2.400298 +485.0,301.0623,-0.032458477,1633.6633,330000.0,202.0,20625.0,,5152.0,0.0002417568,0.1,2.3046818 +478.2,306.27222,-0.028634973,1634.6154,340000.0,208.0,21250.0,,5312.0,0.0002415008,0.1,2.3592255 +483.2,311.3273,-0.032233324,1643.1925,350000.0,213.0,21875.0,,5440.0,0.000241296,0.1,2.352911 +482.2,316.0738,-0.030721739,1651.3761,360000.0,218.0,22500.0,,5600.0,0.00024104,0.1,2.323324 +486.0,320.66638,-0.034807142,1651.7858,370000.0,224.0,23125.0,,5760.0,0.000240784,0.1,2.2859998 +494.6,325.24356,-0.03462496,1652.174,380000.0,230.0,23750.0,,5920.0,0.000240528,0.1,2.2813234 +511.6,330.02194,-0.029681116,1659.5745,390000.0,235.0,24375.0,,6080.0,0.000240272,0.1,2.339018 +513.6,334.6114,-0.037484903,1659.751,400000.0,241.0,25000.0,,6240.0,0.000240016,0.1,2.3112373 +518.4,339.09402,-0.037127387,1659.9191,410000.0,247.0,25625.0,,6400.0,0.00023976,0.1,2.2478924 +524.6,343.51083,-0.03268957,1660.0791,420000.0,253.0,26250.0,,6560.0,0.000239504,0.1,2.2194376 +530.4,347.85712,-0.028882792,1666.6666,430000.0,258.0,26875.0,,6688.0,0.0002392992,0.1,2.2344048 +538.2,352.18307,-0.029343292,1666.6666,440000.0,264.0,27500.0,,6848.0,0.0002390432,0.1,2.1971326 +549.0,356.5568,-0.033251967,1672.8624,450000.0,269.0,28125.0,,7008.0,0.0002387872,0.1,2.1328897 +552.8,360.82294,-0.032611802,1672.7273,460000.0,275.0,28750.0,,7168.0,0.0002385312,0.1,2.2711153 +553.8,364.92886,-0.035325017,1678.5714,470000.0,280.0,29375.0,,7328.0,0.0002382752,0.1,2.2647688 +557.8,368.947,-0.031779364,1678.3217,480000.0,286.0,30000.0,,7488.0,0.0002380192,0.1,2.3652256 +555.4,372.75217,-0.036415894,1683.8488,490000.0,291.0,30625.0,,7648.0,0.0002377632,0.1,2.3217187 +560.2,376.5011,-0.028330542,1683.5017,500000.0,297.0,31250.0,,7808.0,0.0002375072,0.1,2.2811532 +563.6,380.16968,-0.031680375,1688.7417,510000.0,302.0,31875.0,,7968.0,0.0002372512,0.1,2.1449323 +564.2,383.7087,-0.032207847,1688.3116,520000.0,308.0,32500.0,,8096.0,0.0002370464,0.1,2.3659086 +568.4,387.19348,-0.032641314,1687.8981,530000.0,314.0,33125.0,,8256.0,0.0002367904,0.1,2.2400634 +579.4,390.75287,-0.035954043,1692.7899,540000.0,319.0,33750.0,,8416.0,0.0002365344,0.1,2.3072524 +581.2,394.2155,-0.038246553,1692.3077,550000.0,325.0,34375.0,,8576.0,0.0002362784,0.1,2.2755055 +577.2,397.48312,-0.031192595,1691.8429,560000.0,331.0,35000.0,,8736.0,0.0002360224,0.1,2.2984438 +590.4,400.86765,-0.03437673,1696.4286,570000.0,336.0,35625.0,,8896.0,0.0002357664,0.1,2.2549028 +595.0,404.21475,-0.034987606,1695.9064,580000.0,342.0,36250.0,,9056.0,0.0002355104,0.1,2.313167 +593.6,407.42465,-0.037170224,1695.4023,590000.0,348.0,36875.0,,9216.0,0.0002352544,0.1,2.3043048 +599.4,410.62424,-0.034297317,1699.7167,600000.0,353.0,37500.0,,9344.0,0.0002350496,0.1,2.2259681 +600.0,413.72876,-0.03974304,1694.4445,610000.0,360.0,38125.0,,9504.0,0.0002347936,0.1,2.2780004 +600.2,416.73636,-0.03470122,1693.989,620000.0,366.0,38750.0,,9664.0,0.0002345376,0.1,2.1913805 +606.8,419.75327,-0.032815065,1693.5483,630000.0,372.0,39375.0,,9824.0,0.0002342816,0.1,2.1274939 +610.8,422.73837,-0.034856413,1693.1217,640000.0,378.0,40000.0,,9984.0,0.0002340256,0.1,2.1420474 +610.8,425.63165,-0.032203984,1697.1279,650000.0,383.0,40625.0,,10144.0,0.0002337696,0.1,2.1535847 +613.4,428.47662,-0.03695489,1696.6581,660000.0,389.0,41250.0,,10304.0,0.0002335136,0.1,2.0859957 +621.6,431.35904,-0.030076941,1700.5076,670000.0,394.0,41875.0,,10464.0,0.0002332576,0.1,2.1283026 +633.4,434.33026,-0.03251037,1700.0,680000.0,400.0,42500.0,,10624.0,0.0002330016,0.1,2.135665 +637.4,437.2733,-0.03309449,1703.7037,690000.0,405.0,43125.0,,10752.0,0.0002327968,0.1,2.1789122 +648.0,440.2837,-0.035687096,1703.163,700000.0,411.0,43750.0,,10912.0,0.0002325408,0.1,2.1970108 +653.8,443.29095,-0.032583084,1706.7307,710000.0,416.0,44375.0,,11072.0,0.0002322848,0.1,2.0820591 +659.2,446.28967,-0.028550437,1706.1611,720000.0,422.0,45000.0,,11232.0,0.0002320288,0.1,2.0320263 +656.8,449.17337,-0.03358095,1705.6074,730000.0,428.0,45625.0,,11392.0,0.0002317728,0.1,2.1062992 +659.6,452.017,-0.03203533,1709.007,740000.0,433.0,46250.0,,11552.0,0.0002315168,0.1,2.053734 +672.2,454.95276,-0.035481304,1704.5454,750000.0,440.0,46875.0,,11712.0,0.0002312608,0.1,2.078475 +675.4,457.85336,-0.033272248,1707.8651,760000.0,445.0,47500.0,,11872.0,0.0002310048,0.1,2.0389724 +675.8,460.68384,-0.03264087,1711.1111,770000.0,450.0,48125.0,,12000.0,0.0002308,0.1,2.0656247 +683.0,463.53406,-0.03165511,1710.5264,780000.0,456.0,48750.0,,12160.0,0.000230544,0.1,2.0512505 +686.0,466.35007,-0.02896885,1709.9567,790000.0,462.0,49375.0,,12320.0,0.000230288,0.1,2.0051107 +685.4,469.0882,-0.035838883,1709.4017,800000.0,468.0,50000.0,,12480.0,0.000230032,0.1,1.9578441 +688.0,471.7908,-0.032250665,1712.4736,810000.0,473.0,50625.0,,12640.0,0.000229776,0.1,2.008489 +686.8,474.41287,-0.031684827,1711.8998,820000.0,479.0,51250.0,,12800.0,0.00022952,0.1,2.0192378 +688.6,476.99347,-0.03250122,1711.3402,830000.0,485.0,51875.0,,12960.0,0.000229264,0.1,2.1281567 +694.2,479.57925,-0.035223126,1714.2858,840000.0,490.0,52500.0,,13120.0,0.000229008,0.1,2.0399313 +694.4,482.10654,-0.034350906,1713.7097,850000.0,496.0,53125.0,,13280.0,0.000228752,0.1,2.0589404 +694.2,484.57272,-0.037796292,1716.5669,860000.0,501.0,53750.0,,13408.0,0.0002285472,0.1,2.0708213 +692.4,486.96152,-0.031175494,1719.3676,870000.0,506.0,54375.0,,13568.0,0.0002282912,0.1,2.0659444 +687.0,489.23474,-0.03274345,1718.75,880000.0,512.0,55000.0,,13728.0,0.0002280352,0.1,2.0722585 +689.4,491.48376,-0.02872001,1721.47,890000.0,517.0,55625.0,,13888.0,0.0002277792,0.1,2.097789 +684.6,493.62952,-0.03025075,1720.8413,900000.0,523.0,56250.0,,14048.0,0.0002275232,0.1,2.1215928 +684.0,495.7215,-0.03260295,1723.4849,910000.0,528.0,56875.0,,14208.0,0.0002272672,0.1,2.0619621 +689.6,497.8289,-0.03350485,1722.8464,920000.0,534.0,57500.0,,14368.0,0.0002270112,0.1,2.185378 +690.0,499.89523,-0.038065232,1722.2222,930000.0,540.0,58125.0,,14528.0,0.0002267552,0.1,2.1219404 +688.4,501.9006,-0.034054868,1724.7706,940000.0,545.0,58750.0,,14656.0,0.0002265504,0.1,2.1705482 +690.6,503.88693,-0.039541524,1724.138,950000.0,551.0,59375.0,,14816.0,0.0002262944,0.1,2.181046 +691.6,505.8423,-0.030277666,1726.6187,960000.0,556.0,60000.0,,14976.0,0.0002260384,0.1,2.1391864 +688.8,507.72845,-0.03179998,1725.9786,970000.0,562.0,60625.0,,15136.0,0.0002257824,0.1,2.0472744 +690.0,509.58838,-0.03450571,1725.3522,980000.0,568.0,61250.0,,15296.0,0.0002255264,0.1,1.9717433 +696.4,511.47534,-0.032709163,1727.7487,990000.0,573.0,61875.0,,15456.0,0.0002252704,0.1,1.9426501 +698.6,513.3466,-0.03598326,1727.1157,1000000.0,579.0,62500.0,,15616.0,0.0002250144,0.1,2.0582182 +703.2,519.5986,-0.037445497,1726.4957,1010000.0,585.0,63125.0,,15776.0,0.0002247584,0.1,2.0399735 +703.0,525.59894,-0.034097593,1728.8136,1020000.0,590.0,63750.0,,15936.0,0.0002245024,0.1,2.128621 +702.4,531.4229,-0.030803304,1731.0924,1030000.0,595.0,64375.0,,16064.0,0.0002242976,0.1,2.1367185 +704.6,537.05383,-0.030287735,1730.4492,1040000.0,601.0,65000.0,,16224.0,0.0002240416,0.1,2.1178265 +705.6,542.6393,-0.034030996,1729.8187,1050000.0,607.0,65625.0,,16384.0,0.0002237856,0.1,2.1139367 +706.6,548.17755,-0.038580306,1732.0261,1060000.0,612.0,66250.0,,16544.0,0.0002235296,0.1,2.1133575 +713.8,553.69006,-0.031895205,1731.3916,1070000.0,618.0,66875.0,,16704.0,0.0002232736,0.1,2.1681697 +718.4,559.132,-0.039745282,1730.7693,1080000.0,624.0,67500.0,,16864.0,0.0002230176,0.1,2.1688433 +720.2,564.388,-0.0360924,1732.9094,1090000.0,629.0,68125.0,,17024.0,0.0002227616,0.1,2.1807094 +723.4,569.548,-0.036170173,1732.2834,1100000.0,635.0,68750.0,,17184.0,0.0002225056,0.1,2.196188 +727.4,574.586,-0.032521136,1734.375,1110000.0,640.0,69375.0,,17312.0,0.0002223008,0.1,2.1421897 +729.6,579.5239,-0.037076753,1733.7461,1120000.0,646.0,70000.0,,17472.0,0.0002220448,0.1,2.137192 +729.2,584.312,-0.03584647,1733.1288,1130000.0,652.0,70625.0,,17632.0,0.0002217888,0.1,2.110301 +729.0,588.91003,-0.03661639,1732.5228,1140000.0,658.0,71250.0,,17792.0,0.0002215328,0.1,2.0673218 +731.2,593.432,-0.03460104,1731.9277,1150000.0,664.0,71875.0,,17952.0,0.0002212768,0.1,2.1212778 +730.8,597.862,-0.03215431,1731.3433,1160000.0,670.0,72500.0,,18112.0,0.0002210208,0.1,2.0957406 +729.0,601.99396,-0.033704177,1730.7693,1170000.0,676.0,73125.0,,18272.0,0.0002207648,0.1,2.1209574 +736.4,606.166,-0.037058882,1732.746,1180000.0,681.0,73750.0,,18432.0,0.0002205088,0.1,2.2276375 +735.0,610.162,-0.04128887,1732.1688,1190000.0,687.0,74375.0,,18592.0,0.0002202528,0.1,2.1668196 +737.4,613.94604,-0.038593896,1734.104,1200000.0,692.0,75000.0,,18720.0,0.000220048,0.1,2.1912425 +735.8,617.59796,-0.038844533,1736.0115,1210000.0,697.0,75625.0,,18880.0,0.000219792,0.1,2.1914053 +738.4,621.132,-0.03471111,1735.4197,1220000.0,703.0,76250.0,,19040.0,0.000219536,0.1,2.151853 +741.8,624.608,-0.04020884,1734.8378,1230000.0,709.0,76875.0,,19200.0,0.00021928,0.1,2.0875287 +746.4,628.112,-0.035529565,1734.2657,1240000.0,715.0,77500.0,,19360.0,0.000219024,0.1,2.234359 +744.2,631.4719,-0.039053794,1736.1111,1250000.0,720.0,78125.0,,19520.0,0.000218768,0.1,2.1827722 +746.8,634.776,-0.035630535,1737.931,1260000.0,725.0,78750.0,,19680.0,0.000218512,0.1,2.1249676 +752.0,637.948,-0.030984849,1737.3461,1270000.0,731.0,79375.0,,19840.0,0.000218256,0.1,2.1729496 +751.4,641.086,-0.038924094,1736.7708,1280000.0,737.0,80000.0,,20000.0,0.000218,0.1,2.169869 +746.6,644.074,-0.0393406,1738.5444,1290000.0,742.0,80625.0,,20128.0,0.0002177952,0.1,2.1454093 +750.6,646.956,-0.038484428,1740.2946,1300000.0,747.0,81250.0,,20288.0,0.0002175392,0.1,2.159925 +754.4,649.85,-0.03791539,1739.7079,1310000.0,753.0,81875.0,,20448.0,0.0002172832,0.1,2.2152853 +755.0,652.642,-0.041494433,1741.4248,1320000.0,758.0,82500.0,,20608.0,0.0002170272,0.1,2.1437492 +759.2,655.384,-0.039208636,1740.8376,1330000.0,764.0,83125.0,,20768.0,0.0002167712,0.1,2.203339 +763.8,658.24,-0.03885994,1742.5227,1340000.0,769.0,83750.0,,20928.0,0.0002165152,0.1,2.1994119 +765.4,661.062,-0.043439165,1744.186,1350000.0,774.0,84375.0,,21088.0,0.0002162592,0.1,2.1766777 +765.6,663.896,-0.04100294,1743.5897,1360000.0,780.0,85000.0,,21248.0,0.0002160032,0.1,2.177083 +767.0,666.706,-0.040501583,1747.449,1370000.0,784.0,85625.0,,21376.0,0.0002157984,0.1,2.1758747 +777.6,669.536,-0.04011848,1746.8354,1380000.0,790.0,86250.0,,21536.0,0.0002155424,0.1,2.1685207 +779.8,672.218,-0.036443457,1748.4276,1390000.0,795.0,86875.0,,21696.0,0.0002152864,0.1,2.1054463 +781.2,674.894,-0.034813646,1747.8152,1400000.0,801.0,87500.0,,21856.0,0.0002150304,0.1,2.0664108 +784.0,677.55,-0.038006928,1749.3796,1410000.0,806.0,88125.0,,22016.0,0.0002147744,0.1,2.1667943 +785.6,680.16,-0.037075073,1748.7684,1420000.0,812.0,88750.0,,22176.0,0.0002145184,0.1,2.16426 +779.8,682.654,-0.037824817,1750.306,1430000.0,817.0,89375.0,,22336.0,0.0002142624,0.1,2.1907454 +782.0,685.092,-0.03951132,1751.8248,1440000.0,822.0,90000.0,,22496.0,0.0002140064,0.1,2.1406631 +786.8,687.47,-0.040996153,1751.2078,1450000.0,828.0,90625.0,,22656.0,0.0002137504,0.1,2.1060119 +794.4,689.8859,-0.041109953,1752.701,1460000.0,833.0,91250.0,,22784.0,0.0002135456,0.1,2.148504 +796.2,692.31,-0.037090983,1754.1766,1470000.0,838.0,91875.0,,22944.0,0.0002132896,0.1,2.0878396 +797.8,694.7099,-0.03806894,1755.6346,1480000.0,843.0,92500.0,,23104.0,0.0002130336,0.1,2.1364677 +800.6,697.16205,-0.033475023,1755.0059,1490000.0,849.0,93125.0,,23264.0,0.0002127776,0.1,2.1619973 +807.4,699.63403,-0.039225295,1756.4403,1500000.0,854.0,93750.0,,23424.0,0.0002125216,0.1,2.1503687 +812.2,702.12,-0.038758986,1755.814,1510000.0,860.0,94375.0,,23584.0,0.0002122656,0.1,2.1507087 +810.4,704.58203,-0.039840944,1757.2255,1520000.0,865.0,95000.0,,23744.0,0.0002120096,0.1,2.0999281 +809.2,706.99,-0.04260842,1758.6207,1530000.0,870.0,95625.0,,23904.0,0.0002117536,0.1,2.1194265 +808.8,709.284,-0.03974293,1760.0,1540000.0,875.0,96250.0,,24032.0,0.0002115488,0.1,2.159926 +811.6,711.58795,-0.04226324,1759.3644,1550000.0,881.0,96875.0,,24192.0,0.0002112928,0.1,2.172891 +809.6,713.91205,-0.03871471,1760.7223,1560000.0,886.0,97500.0,,24352.0,0.0002110368,0.1,2.1988878 +812.8,716.1359,-0.03989029,1762.0651,1570000.0,891.0,98125.0,,24512.0,0.0002107808,0.1,2.1581388 +811.8,718.30396,-0.031902675,1761.427,1580000.0,897.0,98750.0,,24672.0,0.0002105248,0.1,2.188776 +807.6,720.4439,-0.039316416,1760.7974,1590000.0,903.0,99375.0,,24832.0,0.0002102688,0.1,2.1696649 +805.6,722.5059,-0.044729654,1762.1145,1600000.0,908.0,100000.0,,24992.0,0.0002100128,0.1,2.2510772 +803.0,724.53595,-0.03851708,1763.4174,1610000.0,913.0,100625.0,,25152.0,0.0002097568,0.1,2.183172 +803.4,726.56805,-0.04076857,1762.7856,1620000.0,919.0,101250.0,,25312.0,0.0002095008,0.1,2.1780357 +800.8,728.508,-0.0375295,1765.9805,1630000.0,923.0,101875.0,,25440.0,0.000209296,0.1,2.2567868 +806.2,730.462,-0.04265879,1765.3391,1640000.0,929.0,102500.0,,25600.0,0.00020904,0.1,2.243044 +814.8,732.50195,-0.04060254,1766.5953,1650000.0,934.0,103125.0,,25760.0,0.000208784,0.1,2.2963738 +813.8,734.5059,-0.041121945,1765.9574,1660000.0,940.0,103750.0,,25920.0,0.000208528,0.1,2.3252423 +815.8,736.448,-0.043653425,1767.1958,1670000.0,945.0,104375.0,,26080.0,0.000208272,0.1,2.2255926 +813.4,738.24786,-0.04188205,1766.5615,1680000.0,951.0,105000.0,,26240.0,0.000208016,0.1,2.2632036 +813.6,740.00995,-0.041567583,1765.9352,1690000.0,957.0,105625.0,,26400.0,0.00020776,0.1,2.267634 +815.2,741.682,-0.040247522,1765.3168,1700000.0,963.0,106250.0,,26560.0,0.000207504,0.1,2.2079525 +816.6,743.31006,-0.042711634,1766.5289,1710000.0,968.0,106875.0,,26688.0,0.0002072992,0.1,2.1807969 +817.4,744.892,-0.041948188,1764.1025,1720000.0,975.0,107500.0,,26848.0,0.0002070432,0.1,2.1970947 +820.8,746.53204,-0.04392469,1763.5066,1730000.0,981.0,108125.0,,27008.0,0.0002067872,0.1,2.1096847 +826.2,748.198,-0.0365977,1762.918,1740000.0,987.0,108750.0,,27168.0,0.0002065312,0.1,2.1172366 +824.2,749.718,-0.036110282,1760.5634,1750000.0,994.0,109375.0,,27328.0,0.0002062752,0.1,2.1452785 +822.4,751.188,-0.038336,1760.0,1760000.0,1000.0,110000.0,,27488.0,0.0002060192,0.1,2.237936 +820.8,752.63806,-0.04009843,1759.4434,1770000.0,1006.0,110625.0,,27648.0,0.0002057632,0.1,2.1409302 +820.6,754.014,-0.037518177,1757.157,1780000.0,1013.0,111250.0,,27808.0,0.0002055072,0.1,2.1608086 +819.4,755.3479,-0.039654378,1756.6241,1790000.0,1019.0,111875.0,,27968.0,0.0002052512,0.1,2.099033 +817.0,756.6639,-0.043208186,1756.0975,1800000.0,1025.0,112500.0,,28096.0,0.0002050464,0.1,2.059479 +818.8,757.9719,-0.03829256,1755.5771,1810000.0,1031.0,113125.0,,28256.0,0.0002047904,0.1,2.1806228 +818.4,759.28796,-0.036682874,1755.0626,1820000.0,1037.0,113750.0,,28416.0,0.0002045344,0.1,2.198762 +816.8,760.56995,-0.040669926,1752.8735,1830000.0,1044.0,114375.0,,28576.0,0.0002042784,0.1,2.130621 +812.0,761.74786,-0.03721097,1752.381,1840000.0,1050.0,115000.0,,28736.0,0.0002040224,0.1,2.168435 +807.8,762.88196,-0.040773574,1751.8939,1850000.0,1056.0,115625.0,,28896.0,0.0002037664,0.1,2.0732625 +807.4,764.014,-0.04180382,1751.4125,1860000.0,1062.0,116250.0,,29056.0,0.0002035104,0.1,2.0970259 +806.6,765.15594,-0.044599522,1750.9363,1870000.0,1068.0,116875.0,,29216.0,0.0002032544,0.1,2.0766332 +806.2,766.34796,-0.044150967,1750.4656,1880000.0,1074.0,117500.0,,29344.0,0.0002030496,0.1,2.1763978 +807.2,767.5261,-0.042386156,1750.0,1890000.0,1080.0,118125.0,,29504.0,0.0002027936,0.1,2.1693926 +806.2,768.7421,-0.03139579,1747.93,1900000.0,1087.0,118750.0,,29664.0,0.0002025376,0.1,2.1215386 +801.0,769.91205,-0.030158669,1747.484,1910000.0,1093.0,119375.0,,29824.0,0.0002022816,0.1,2.205107 +801.6,771.03204,-0.042614497,1747.0427,1920000.0,1099.0,120000.0,,29984.0,0.0002020256,0.1,2.233406 +797.2,772.10406,-0.036989696,1746.6063,1930000.0,1105.0,120625.0,,30144.0,0.0002017696,0.1,2.2064996 +793.4,773.154,-0.043469626,1746.1746,1940000.0,1111.0,121250.0,,30304.0,0.0002015136,0.1,2.2198558 +793.8,774.1859,-0.043077063,1745.7476,1950000.0,1117.0,121875.0,,30464.0,0.0002012576,0.1,2.2401443 +794.6,775.216,-0.039826192,1745.3251,1960000.0,1123.0,122500.0,,30624.0,0.0002010016,0.1,2.2308507 +797.8,776.3059,-0.040899508,1744.907,1970000.0,1129.0,123125.0,,30752.0,0.0002007968,0.1,2.2831955 +796.0,777.36597,-0.04229253,1744.4934,1980000.0,1135.0,123750.0,,30912.0,0.0002005408,0.1,2.278374 +795.6,778.358,-0.035564713,1742.5569,1990000.0,1142.0,124375.0,,31072.0,0.0002002848,0.1,2.2668953 +795.8,779.33,-0.043299172,1742.1603,2000000.0,1148.0,125000.0,,31232.0,0.0002000288,0.1,2.1761265 +799.8,780.29596,-0.041446544,1741.7678,2010000.0,1154.0,125625.0,,31392.0,0.0001997728,0.1,2.0950677 +796.2,781.22797,-0.040704224,1741.3793,2020000.0,1160.0,126250.0,,31552.0,0.0001995168,0.1,2.1543498 +797.0,782.1739,-0.044157382,1740.9949,2030000.0,1166.0,126875.0,,31712.0,0.0001992608,0.1,2.186972 +800.4,783.13196,-0.040765017,1740.6144,2040000.0,1172.0,127500.0,,31872.0,0.0001990048,0.1,2.128305 +805.8,784.134,-0.044153146,1740.2377,2050000.0,1178.0,128125.0,,32000.0,0.0001988,0.1,2.0890656 +807.6,785.1439,-0.042238798,1738.3966,2060000.0,1185.0,128750.0,,32160.0,0.000198544,0.1,2.0640626 +814.4,786.1499,-0.04308866,1738.0353,2070000.0,1191.0,129375.0,,32320.0,0.000198288,0.1,2.1095672 +812.8,787.09393,-0.034612946,1737.6775,2080000.0,1197.0,130000.0,,32480.0,0.000198032,0.1,2.0758338 +805.8,787.9498,-0.03966274,1735.8804,2090000.0,1204.0,130625.0,,32640.0,0.000197776,0.1,2.0427082 +802.8,788.74384,-0.04036043,1735.5372,2100000.0,1210.0,131250.0,,32800.0,0.00019752,0.1,2.067933 +804.6,789.51587,-0.037606344,1735.1974,2110000.0,1216.0,131875.0,,32960.0,0.000197264,0.1,1.995734 +808.2,790.30194,-0.041384842,1734.8608,2120000.0,1222.0,132500.0,,33120.0,0.000197008,0.1,2.093391 +807.4,791.084,-0.03748607,1734.5277,2130000.0,1228.0,133125.0,,33280.0,0.000196752,0.1,2.0479674 +810.8,791.90204,-0.034550935,1734.1978,2140000.0,1234.0,133750.0,,33408.0,0.0001965472,0.1,2.0547862 +815.2,792.74194,-0.039578877,1733.871,2150000.0,1240.0,134375.0,,33568.0,0.0001962912,0.1,2.075563 +813.2,793.56604,-0.039544117,1732.1572,2160000.0,1247.0,135000.0,,33728.0,0.0001960352,0.1,2.1081228 +813.0,794.40607,-0.04017233,1731.8436,2170000.0,1253.0,135625.0,,33888.0,0.0001957792,0.1,2.0839744 +813.6,795.17804,-0.04224921,1730.1587,2180000.0,1260.0,136250.0,,34048.0,0.0001955232,0.1,2.1046715 +811.8,795.94604,-0.038743418,1729.8578,2190000.0,1266.0,136875.0,,34208.0,0.0001952672,0.1,1.9886687 +812.6,796.698,-0.04142445,1729.5597,2200000.0,1272.0,137500.0,,34368.0,0.0001950112,0.1,2.101559 +814.8,797.488,-0.0403015,1727.9125,2210000.0,1279.0,138125.0,,34528.0,0.0001947552,0.1,2.061549 +814.4,798.248,-0.036379766,1727.6265,2220000.0,1285.0,138750.0,,34656.0,0.0001945504,0.1,2.0589216 +818.4,799.014,-0.037816424,1727.3431,2230000.0,1291.0,139375.0,,34816.0,0.0001942944,0.1,2.1119888 +816.8,799.7179,-0.041583855,1727.0625,2240000.0,1297.0,140000.0,,34976.0,0.0001940384,0.1,2.068441 +812.6,800.402,-0.03879697,1725.4601,2250000.0,1304.0,140625.0,,35136.0,0.0001937824,0.1,2.0965576 +805.8,800.9919,-0.042866234,1725.1908,2260000.0,1310.0,141250.0,,35296.0,0.0001935264,0.1,2.1465745 +805.6,801.52795,-0.034296542,1723.6143,2270000.0,1317.0,141875.0,,35456.0,0.0001932704,0.1,2.1280193 +804.8,802.06195,-0.042160433,1723.356,2280000.0,1323.0,142500.0,,35616.0,0.0001930144,0.1,2.1686246 +807.6,802.67194,-0.033729907,1723.1001,2290000.0,1329.0,143125.0,,35776.0,0.0001927584,0.1,2.1072764 +813.4,803.2999,-0.04165378,1722.8464,2300000.0,1335.0,143750.0,,35936.0,0.0001925024,0.1,2.0591888 +814.6,803.902,-0.03510877,1722.5951,2310000.0,1341.0,144375.0,,36064.0,0.0001922976,0.1,2.0943708 +812.6,804.478,-0.03974499,1722.346,2320000.0,1347.0,145000.0,,36224.0,0.0001920416,0.1,2.0574613 +804.2,804.92804,-0.038026147,1720.8271,2330000.0,1354.0,145625.0,,36384.0,0.0001917856,0.1,2.0817719 +805.8,805.34796,-0.03919941,1720.5883,2340000.0,1360.0,146250.0,,36544.0,0.0001915296,0.1,2.0444396 +803.8,805.73193,-0.036045916,1720.3514,2350000.0,1366.0,146875.0,,36704.0,0.0001912736,0.1,2.056072 +804.0,806.11597,-0.042343277,1718.8638,2360000.0,1373.0,147500.0,,36864.0,0.0001910176,0.1,2.0644393 +806.2,806.508,-0.037939724,1718.6367,2370000.0,1379.0,148125.0,,37024.0,0.0001907616,0.1,2.103638 +805.4,806.786,-0.03735476,1718.4115,2380000.0,1385.0,148750.0,,37184.0,0.0001905056,0.1,2.0199332 +806.8,807.0559,-0.0371581,1718.1884,2390000.0,1391.0,149375.0,,37312.0,0.0001903008,0.1,2.037391 +810.4,807.34796,-0.033977427,1716.7382,2400000.0,1398.0,150000.0,,37472.0,0.0001900448,0.1,1.9675558 +810.8,807.61597,-0.039720934,1716.5242,2410000.0,1404.0,150625.0,,37632.0,0.0001897888,0.1,2.0200782 +809.0,807.8499,-0.03321414,1716.312,2420000.0,1410.0,151250.0,,37792.0,0.0001895328,0.1,2.077188 +808.2,808.134,-0.0409958,1716.1017,2430000.0,1416.0,151875.0,,37952.0,0.0001892768,0.1,2.0460513 +808.2,808.3961,-0.03996766,1715.8931,2440000.0,1422.0,152500.0,,38112.0,0.0001890208,0.1,2.0859714 +810.6,808.63416,-0.03734172,1715.6863,2450000.0,1428.0,153125.0,,38272.0,0.0001887648,0.1,2.0982842 +813.0,808.82007,-0.041756216,1714.2858,2460000.0,1435.0,153750.0,,38432.0,0.0001885088,0.1,2.1096551 +815.2,809.0101,-0.042341184,1714.0874,2470000.0,1441.0,154375.0,,38592.0,0.0001882528,0.1,2.1059022 +819.2,809.2241,-0.040767044,1713.8909,2480000.0,1447.0,155000.0,,38720.0,0.000188048,0.1,2.1097937 +817.8,809.3961,-0.037367355,1713.6958,2490000.0,1453.0,155625.0,,38880.0,0.000187792,0.1,2.0582976 +816.8,809.49,-0.04010079,1713.5024,2500000.0,1459.0,156250.0,,39040.0,0.000187536,0.1,2.068466 +814.0,809.508,-0.041875802,1712.1418,2510000.0,1466.0,156875.0,,39200.0,0.00018728,0.1,2.0523458 +815.2,809.5559,-0.03762416,1711.9565,2520000.0,1472.0,157500.0,,39360.0,0.000187024,0.1,2.0369866 +819.4,809.658,-0.036962047,1711.7727,2530000.0,1478.0,158125.0,,39520.0,0.000186768,0.1,2.1205814 +824.0,809.80994,-0.04386783,1711.5903,2540000.0,1484.0,158750.0,,39680.0,0.000186512,0.1,2.0932493 +827.0,809.964,-0.040546957,1711.4094,2550000.0,1490.0,159375.0,,39840.0,0.000186256,0.1,2.0785022 +828.0,810.14795,-0.03837436,1710.0868,2560000.0,1497.0,160000.0,,40000.0,0.000186,0.1,2.0863872 +829.4,810.31396,-0.04061234,1711.0519,2570000.0,1502.0,160625.0,,40128.0,0.0001857952,0.1,2.064186 +829.8,810.4939,-0.035822026,1709.7416,2580000.0,1509.0,161250.0,,40288.0,0.0001855392,0.1,2.0316763 +831.0,810.7279,-0.040436536,1709.5709,2590000.0,1515.0,161875.0,,40448.0,0.0001852832,0.1,2.0480454 +826.0,810.93195,-0.042672187,1709.4017,2600000.0,1521.0,162500.0,,40608.0,0.0001850272,0.1,2.07353 +825.2,811.154,-0.04256426,1708.1152,2610000.0,1528.0,163125.0,,40768.0,0.0001847712,0.1,2.0916045 +822.6,811.346,-0.04317164,1707.953,2620000.0,1534.0,163750.0,,40928.0,0.0001845152,0.1,2.0053968 +822.8,811.56604,-0.042332675,1707.7922,2630000.0,1540.0,164375.0,,41088.0,0.0001842592,0.1,2.0445895 +827.6,811.78,-0.04202482,1706.5288,2640000.0,1547.0,165000.0,,41248.0,0.0001840032,0.1,2.0367737 +825.2,811.88403,-0.042788424,1707.4742,2650000.0,1552.0,165625.0,,41376.0,0.0001837984,0.1,2.0471258 +821.4,811.96,-0.042800754,1706.2219,2660000.0,1559.0,166250.0,,41536.0,0.0001835424,0.1,2.076426 +822.4,812.026,-0.04161834,1706.0703,2670000.0,1565.0,166875.0,,41696.0,0.0001832864,0.1,2.145453 +827.2,812.16406,-0.041290637,1705.9198,2680000.0,1571.0,167500.0,,41856.0,0.0001830304,0.1,2.0241954 +827.4,812.30194,-0.041157313,1705.7705,2690000.0,1577.0,168125.0,,42016.0,0.0001827744,0.1,2.0684156 +826.8,812.41797,-0.040387444,1705.6222,2700000.0,1583.0,168750.0,,42176.0,0.0001825184,0.1,1.9758241 +829.0,812.54205,-0.042512875,1704.4025,2710000.0,1590.0,169375.0,,42336.0,0.0001822624,0.1,1.9499967 +831.0,812.678,-0.041839644,1704.2606,2720000.0,1596.0,170000.0,,42496.0,0.0001820064,0.1,1.9645519 +836.6,812.836,-0.040419176,1704.1199,2730000.0,1602.0,170625.0,,42656.0,0.0001817504,0.1,1.9296036 +838.0,812.954,-0.041632425,1703.9801,2740000.0,1608.0,171250.0,,42784.0,0.0001815456,0.1,2.0289967 +837.8,813.09,-0.04235351,1703.8414,2750000.0,1614.0,171875.0,,42944.0,0.0001812896,0.1,2.0966911 +837.8,813.24396,-0.044283066,1703.7037,2760000.0,1620.0,172500.0,,43104.0,0.0001810336,0.1,2.0071359 +837.4,813.4099,-0.040050786,1703.567,2770000.0,1626.0,173125.0,,43264.0,0.0001807776,0.1,2.0994725 +838.0,813.5839,-0.043792985,1703.4314,2780000.0,1632.0,173750.0,,43424.0,0.0001805216,0.1,2.119778 +837.0,813.75995,-0.04297059,1703.2968,2790000.0,1638.0,174375.0,,43584.0,0.0001802656,0.1,1.9357789 +836.8,813.95795,-0.043852933,1702.1277,2800000.0,1645.0,175000.0,,43744.0,0.0001800096,0.1,1.9233427 +836.6,814.1359,-0.041278765,1700.9685,2810000.0,1652.0,175625.0,,43904.0,0.0001797536,0.1,2.0489407 +839.6,814.34796,-0.040912397,1701.8708,2820000.0,1657.0,176250.0,,44032.0,0.0001795488,0.1,1.9994714 +843.4,814.614,-0.042436052,1701.7439,2830000.0,1663.0,176875.0,,44192.0,0.0001792928,0.1,2.0625863 +844.8,814.94196,-0.04412087,1700.5988,2840000.0,1670.0,177500.0,,44352.0,0.0001790368,0.1,2.0282898 +846.2,815.3259,-0.043036215,1700.4773,2850000.0,1676.0,178125.0,,44512.0,0.0001787808,0.1,2.0626802 +846.2,815.714,-0.044370726,1700.3567,2860000.0,1682.0,178750.0,,44672.0,0.0001785248,0.1,2.0491173 +853.2,816.18,-0.03642538,1699.2303,2870000.0,1689.0,179375.0,,44832.0,0.0001782688,0.1,2.1020741 +855.0,816.66815,-0.04434649,1699.115,2880000.0,1695.0,180000.0,,44992.0,0.0001780128,0.1,2.082016 +854.8,817.14404,-0.035854477,1698.0023,2890000.0,1702.0,180625.0,,45152.0,0.0001777568,0.1,2.1093392 +849.8,817.58,-0.04357526,1697.8922,2900000.0,1708.0,181250.0,,45312.0,0.0001775008,0.1,2.139567 +852.0,818.0899,-0.04292858,1698.774,2910000.0,1713.0,181875.0,,45440.0,0.000177296,0.1,2.1384048 +850.8,818.58185,-0.04274244,1697.6744,2920000.0,1720.0,182500.0,,45600.0,0.00017704,0.1,2.2344244 +848.2,819.09204,-0.036233626,1697.5667,2930000.0,1726.0,183125.0,,45760.0,0.000176784,0.1,2.1101532 +848.4,819.64197,-0.040709797,1697.4596,2940000.0,1732.0,183750.0,,45920.0,0.000176528,0.1,2.0327356 +846.2,820.166,-0.042202197,1696.3772,2950000.0,1739.0,184375.0,,46080.0,0.000176272,0.1,2.1222203 +845.8,820.678,-0.04177358,1696.275,2960000.0,1745.0,185000.0,,46240.0,0.000176016,0.1,2.142013 +841.4,821.114,-0.043224648,1695.2054,2970000.0,1752.0,185625.0,,46400.0,0.00017576,0.1,2.0598297 +842.2,821.576,-0.04265208,1695.108,2980000.0,1758.0,186250.0,,46560.0,0.000175504,0.1,2.1214993 +843.6,822.056,-0.037059713,1695.0114,2990000.0,1764.0,186875.0,,46688.0,0.0001752992,0.1,2.1257281 +840.6,822.50397,-0.037326876,1694.9153,3000000.0,1770.0,187500.0,,46848.0,0.0001750432,0.1,2.1831303 +838.8,822.89404,-0.043737613,1693.8661,3010000.0,1777.0,188125.0,,47008.0,0.0001747872,0.1,2.1612878 +837.8,823.31,-0.04374847,1693.7745,3020000.0,1783.0,188750.0,,47168.0,0.0001745312,0.1,2.1502786 +835.2,823.69196,-0.043110937,1693.6836,3030000.0,1789.0,189375.0,,47328.0,0.0001742752,0.1,2.2525756 +832.4,824.01196,-0.04621959,1693.5933,3040000.0,1795.0,190000.0,,47488.0,0.0001740192,0.1,2.1265216 +833.4,824.28796,-0.04632938,1693.5037,3050000.0,1801.0,190625.0,,47648.0,0.0001737632,0.1,2.2297277 +834.8,824.56,-0.042245407,1693.4146,3060000.0,1807.0,191250.0,,47808.0,0.0001735072,0.1,2.121914 +832.6,824.74194,-0.04467012,1692.3925,3070000.0,1814.0,191875.0,,47968.0,0.0001732512,0.1,2.150099 +829.8,824.91187,-0.043191385,1693.238,3080000.0,1819.0,192500.0,,48096.0,0.0001730464,0.1,2.112286 +831.2,825.16595,-0.03999969,1693.1506,3090000.0,1825.0,193125.0,,48256.0,0.0001727904,0.1,2.1394043 +828.4,825.42206,-0.0438869,1692.1398,3100000.0,1832.0,193750.0,,48416.0,0.0001725344,0.1,2.2041988 +833.4,825.7099,-0.0450095,1692.0566,3110000.0,1838.0,194375.0,,48576.0,0.0001722784,0.1,2.191549 +833.6,825.964,-0.042743646,1691.974,3120000.0,1844.0,195000.0,,48736.0,0.0001720224,0.1,2.148295 +829.4,826.1839,-0.04199961,1691.8918,3130000.0,1850.0,195625.0,,48896.0,0.0001717664,0.1,2.1499095 +831.8,826.394,-0.045057856,1690.8993,3140000.0,1857.0,196250.0,,49056.0,0.0001715104,0.1,2.1926064 +832.0,826.56195,-0.042178635,1690.8213,3150000.0,1863.0,196875.0,,49216.0,0.0001712544,0.1,2.1682134 +827.6,826.70593,-0.043580294,1690.7437,3160000.0,1869.0,197500.0,,49344.0,0.0001710496,0.1,2.1737943 +824.2,826.81805,-0.04334539,1690.6666,3170000.0,1875.0,198125.0,,49504.0,0.0001707936,0.1,2.2169437 +829.8,826.98,-0.043498293,1690.5901,3180000.0,1881.0,198750.0,,49664.0,0.0001705376,0.1,2.2329178 +832.0,827.182,-0.042773087,1690.514,3190000.0,1887.0,199375.0,,49824.0,0.0001702816,0.1,2.1573243 +832.8,827.3839,-0.045972507,1690.4385,3200000.0,1893.0,200000.0,,49984.0,0.0001700256,0.1,2.176302 +837.8,827.6139,-0.042780615,1690.3634,3210000.0,1899.0,200625.0,,50144.0,0.0001697696,0.1,2.1953452 +837.8,827.8479,-0.046293505,1690.2887,3220000.0,1905.0,201250.0,,50304.0,0.0001695136,0.1,2.283584 +841.6,828.0799,-0.04718076,1689.3306,3230000.0,1912.0,201875.0,,50464.0,0.0001692576,0.1,2.2213068 +841.8,828.3299,-0.042912427,1689.2596,3240000.0,1918.0,202500.0,,50624.0,0.0001690016,0.1,2.0941463 +843.6,828.6399,-0.0449866,1690.0676,3250000.0,1923.0,203125.0,,50752.0,0.0001687968,0.1,2.105177 +844.6,829.02795,-0.03173384,1689.1191,3260000.0,1930.0,203750.0,,50912.0,0.0001685408,0.1,2.077802 +840.4,829.3759,-0.040152315,1689.0496,3270000.0,1936.0,204375.0,,51072.0,0.0001682848,0.1,2.1120043 +843.6,829.764,-0.0460243,1688.9805,3280000.0,1942.0,205000.0,,51232.0,0.0001680288,0.1,2.0490005 +843.4,830.12195,-0.04078239,1688.9117,3290000.0,1948.0,205625.0,,51392.0,0.0001677728,0.1,2.018405 +840.2,830.3899,-0.03897873,1688.8434,3300000.0,1954.0,206250.0,,51552.0,0.0001675168,0.1,2.096232 +842.6,830.67,-0.036553536,1688.7755,3310000.0,1960.0,206875.0,,51712.0,0.0001672608,0.1,2.1691444 +841.2,830.956,-0.039567925,1688.708,3320000.0,1966.0,207500.0,,51872.0,0.0001670048,0.1,2.175735 +841.0,831.32404,-0.042359732,1688.641,3330000.0,1972.0,208125.0,,52000.0,0.0001668,0.1,2.15347 +846.4,831.73,-0.04369476,1688.5743,3340000.0,1978.0,208750.0,,52160.0,0.000166544,0.1,2.1620593 +846.6,832.15796,-0.044769857,1688.508,3350000.0,1984.0,209375.0,,52320.0,0.000166288,0.1,2.090858 +845.4,832.57196,-0.038748354,1687.5941,3360000.0,1991.0,210000.0,,52480.0,0.000166032,0.1,2.0530446 +848.0,832.9899,-0.038759083,1687.5312,3370000.0,1997.0,210625.0,,52640.0,0.000165776,0.1,2.118296 +850.2,833.43805,-0.042612124,1687.4688,3380000.0,2003.0,211250.0,,52800.0,0.00016552,0.1,2.1877475 +851.6,833.8859,-0.042196162,1687.4066,3390000.0,2009.0,211875.0,,52960.0,0.000165264,0.1,2.1275978 +849.6,834.2781,-0.043259956,1687.345,3400000.0,2015.0,212500.0,,53120.0,0.000165008,0.1,2.1263301 +847.8,834.64795,-0.040355597,1687.2836,3410000.0,2021.0,213125.0,,53280.0,0.000164752,0.1,2.21454 +844.8,835.0059,-0.044934217,1687.2225,3420000.0,2027.0,213750.0,,53408.0,0.0001645472,0.1,2.2296019 +840.0,835.324,-0.04300464,1687.1619,3430000.0,2033.0,214375.0,,53568.0,0.0001642912,0.1,2.1669984 +837.8,835.6199,-0.04509404,1686.2745,3440000.0,2040.0,215000.0,,53728.0,0.0001640352,0.1,2.1449347 +833.6,835.8499,-0.04241187,1687.0415,3450000.0,2045.0,215625.0,,53888.0,0.0001637792,0.1,2.1402311 +835.2,836.07196,-0.04165244,1686.9819,3460000.0,2051.0,216250.0,,54048.0,0.0001635232,0.1,2.0937352 +831.8,836.238,-0.041880075,1686.9227,3470000.0,2057.0,216875.0,,54208.0,0.0001632672,0.1,2.185474 +836.4,836.41,-0.047948547,1687.6819,3480000.0,2062.0,217500.0,,54368.0,0.0001630112,0.1,2.15584 +836.4,836.59595,-0.045545325,1687.6208,3490000.0,2068.0,218125.0,,54528.0,0.0001627552,0.1,2.1420226 +836.2,836.79,-0.040652595,1689.1892,3500000.0,2072.0,218750.0,,54656.0,0.0001625504,0.1,2.1718502 +837.6,837.026,-0.04181634,1689.1241,3510000.0,2078.0,219375.0,,54816.0,0.0001622944,0.1,2.1648903 +837.2,837.24603,-0.047980644,1689.0594,3520000.0,2084.0,220000.0,,54976.0,0.0001620384,0.1,2.2155108 +832.4,837.3761,-0.04015948,1688.9952,3530000.0,2090.0,220625.0,,55136.0,0.0001617824,0.1,2.2097034 +832.8,837.464,-0.03439802,1689.7374,3540000.0,2095.0,221250.0,,55296.0,0.0001615264,0.1,2.1034102 +830.8,837.50195,-0.0377967,1689.6716,3550000.0,2101.0,221875.0,,55456.0,0.0001612704,0.1,2.1738257 +830.2,837.5239,-0.039478518,1689.6061,3560000.0,2107.0,222500.0,,55616.0,0.0001610144,0.1,2.014333 +828.8,837.51794,-0.03978655,1689.5409,3570000.0,2113.0,223125.0,,55776.0,0.0001607584,0.1,2.1224267 +824.2,837.462,-0.043140445,1689.4762,3580000.0,2119.0,223750.0,,55936.0,0.0001605024,0.1,2.1335745 +823.6,837.38806,-0.040785648,1689.4117,3590000.0,2125.0,224375.0,,56064.0,0.0001602976,0.1,2.1126065 +822.0,837.34796,-0.044647098,1690.1409,3600000.0,2130.0,225000.0,,56224.0,0.0001600416,0.1,2.0650873 +824.6,837.34204,-0.04151615,1690.075,3610000.0,2136.0,225625.0,,56384.0,0.0001597856,0.1,2.1144776 +823.6,837.35205,-0.04348305,1690.0093,3620000.0,2142.0,226250.0,,56544.0,0.0001595296,0.1,2.128374 +821.8,837.34204,-0.043453842,1690.7312,3630000.0,2147.0,226875.0,,56704.0,0.0001592736,0.1,2.126457 +828.2,837.348,-0.045078725,1690.6642,3640000.0,2153.0,227500.0,,56864.0,0.0001590176,0.1,2.086266 +831.2,837.408,-0.04056105,1691.3809,3650000.0,2158.0,228125.0,,57024.0,0.0001587616,0.1,2.093946 +834.4,837.538,-0.042715017,1691.3124,3660000.0,2164.0,228750.0,,57184.0,0.0001585056,0.1,2.1620126 +834.0,837.654,-0.041384596,1692.0239,3670000.0,2169.0,229375.0,,57312.0,0.0001583008,0.1,2.1336606 +836.4,837.74603,-0.040161494,1692.7323,3680000.0,2174.0,230000.0,,57472.0,0.0001580448,0.1,2.1357632 +836.8,837.83984,-0.04430795,1692.6605,3690000.0,2180.0,230625.0,,57632.0,0.0001577888,0.1,2.1450825 +834.2,837.914,-0.043701105,1693.3639,3700000.0,2185.0,231250.0,,57792.0,0.0001575328,0.1,2.1062808 +834.4,837.96796,-0.04048246,1693.2908,3710000.0,2191.0,231875.0,,57952.0,0.0001572768,0.1,2.1113334 +829.2,837.95,-0.042426303,1693.218,3720000.0,2197.0,232500.0,,58112.0,0.0001570208,0.1,2.1020374 +832.6,837.91,-0.0460066,1693.1458,3730000.0,2203.0,233125.0,,58272.0,0.0001567648,0.1,2.0822158 +835.8,837.88794,-0.04241489,1693.8406,3740000.0,2208.0,233750.0,,58432.0,0.0001565088,0.1,2.0813978 +837.0,837.88,-0.042214993,1693.767,3750000.0,2214.0,234375.0,,58592.0,0.0001562528,0.1,2.1586928 +839.6,837.89795,-0.042894553,1695.221,3760000.0,2218.0,235000.0,,58720.0,0.000156048,0.1,2.1262827 +836.4,837.88794,-0.043706134,1695.1439,3770000.0,2224.0,235625.0,,58880.0,0.000155792,0.1,2.0626447 +837.6,837.884,-0.044448014,1695.8278,3780000.0,2229.0,236250.0,,59040.0,0.000155536,0.1,2.1174932 +840.8,837.92194,-0.038049728,1696.5085,3790000.0,2234.0,236875.0,,59200.0,0.00015528,0.1,2.103278 +840.4,837.9579,-0.036930963,1696.4286,3800000.0,2240.0,237500.0,,59360.0,0.000155024,0.1,2.1184845 +842.6,838.01794,-0.04324121,1697.1047,3810000.0,2245.0,238125.0,,59520.0,0.000154768,0.1,2.087162 +835.8,837.9799,-0.035071205,1697.7778,3820000.0,2250.0,238750.0,,59680.0,0.000154512,0.1,2.065714 +836.6,837.9119,-0.042046234,1698.4479,3830000.0,2255.0,239375.0,,59840.0,0.000154256,0.1,2.0336227 +835.2,837.8161,-0.02925966,1698.3635,3840000.0,2261.0,240000.0,,60000.0,0.000154,0.1,1.9993368 +837.4,837.72797,-0.041465156,1699.0292,3850000.0,2266.0,240625.0,,60128.0,0.0001537952,0.1,2.0624318 +834.8,837.614,-0.04121283,1699.6918,3860000.0,2271.0,241250.0,,60288.0,0.0001535392,0.1,2.074769 +833.6,837.41797,-0.042364243,1700.3514,3870000.0,2276.0,241875.0,,60448.0,0.0001532832,0.1,2.023666 +827.8,837.14594,-0.04063508,1701.0083,3880000.0,2281.0,242500.0,,60608.0,0.0001530272,0.1,2.042133 +830.4,836.902,-0.040408745,1700.9182,3890000.0,2287.0,243125.0,,60768.0,0.0001527712,0.1,2.0773482 +828.0,836.6839,-0.042567924,1701.5707,3900000.0,2292.0,243750.0,,60928.0,0.0001525152,0.1,2.0794115 +831.2,836.476,-0.0398292,1702.2203,3910000.0,2297.0,244375.0,,61088.0,0.0001522592,0.1,2.1230812 +828.8,836.25604,-0.043931905,1702.1277,3920000.0,2303.0,245000.0,,61248.0,0.0001520032,0.1,2.0492787 +832.8,836.1019,-0.04125168,1702.773,3930000.0,2308.0,245625.0,,61376.0,0.0001517984,0.1,2.0975807 +832.4,835.94196,-0.03756211,1703.4155,3940000.0,2313.0,246250.0,,61536.0,0.0001515424,0.1,2.1137633 +832.8,835.80786,-0.042153325,1704.0552,3950000.0,2318.0,246875.0,,61696.0,0.0001512864,0.1,2.0168257 +831.0,835.6599,-0.04260605,1704.6923,3960000.0,2323.0,247500.0,,61856.0,0.0001510304,0.1,2.093787 +831.0,835.5559,-0.03547324,1704.5942,3970000.0,2329.0,248125.0,,62016.0,0.0001507744,0.1,2.0876818 +832.2,835.456,-0.035255272,1705.227,3980000.0,2334.0,248750.0,,62176.0,0.0001505184,0.1,2.1582613 +833.4,835.35406,-0.03702593,1705.1282,3990000.0,2340.0,249375.0,,62336.0,0.0001502624,0.1,2.058367 +835.0,835.29803,-0.034936942,1705.757,4000000.0,2345.0,250000.0,,62496.0,0.0001500064,0.1,2.0250564 +836.8,835.27795,-0.042865768,1706.3829,4010000.0,2350.0,250625.0,,62656.0,0.0001497504,0.1,1.9864519 +838.0,835.2799,-0.04254011,1707.0063,4020000.0,2355.0,251250.0,,62784.0,0.0001495456,0.1,2.108646 +841.8,835.34595,-0.045007527,1707.6271,4030000.0,2360.0,251875.0,,62944.0,0.0001492896,0.1,2.0287008 +843.4,835.4559,-0.041273113,1707.5232,4040000.0,2366.0,252500.0,,63104.0,0.0001490336,0.1,2.1402676 +844.4,835.5659,-0.038481567,1708.14,4050000.0,2371.0,253125.0,,63264.0,0.0001487776,0.1,2.1359978 +846.4,835.6819,-0.040923156,1708.7542,4060000.0,2376.0,253750.0,,63424.0,0.0001485216,0.1,2.1319141 +846.4,835.81995,-0.042482313,1708.6482,4070000.0,2382.0,254375.0,,63584.0,0.0001482656,0.1,2.133442 +849.6,836.01794,-0.033276644,1709.2584,4080000.0,2387.0,255000.0,,63744.0,0.0001480096,0.1,2.1140041 +853.4,836.24,-0.033445977,1709.8662,4090000.0,2392.0,255625.0,,63904.0,0.0001477536,0.1,2.1497242 +854.4,836.5,-0.040490773,1710.4714,4100000.0,2397.0,256250.0,,64032.0,0.0001475488,0.1,2.112866 +851.8,836.68396,-0.04156758,1711.0741,4110000.0,2402.0,256875.0,,64192.0,0.0001472928,0.1,2.1003852 +853.2,836.88,-0.03567322,1710.9635,4120000.0,2408.0,257500.0,,64352.0,0.0001470368,0.1,2.1008174 +846.4,837.05,-0.0409962,1710.8534,4130000.0,2414.0,258125.0,,64512.0,0.0001467808,0.1,2.1426487 +845.6,837.188,-0.029573832,1711.451,4140000.0,2419.0,258750.0,,64672.0,0.0001465248,0.1,2.0707645 +842.2,837.2901,-0.036825754,1711.3402,4150000.0,2425.0,259375.0,,64832.0,0.0001462688,0.1,2.050877 +841.4,837.42804,-0.031132262,1711.23,4160000.0,2431.0,260000.0,,64992.0,0.0001460128,0.1,2.0537138 +839.2,837.5781,-0.041354332,1711.1202,4170000.0,2437.0,260625.0,,65152.0,0.0001457568,0.1,2.174748 +830.8,837.5881,-0.04014219,1711.7117,4180000.0,2442.0,261250.0,,65312.0,0.0001455008,0.1,2.0962572 +830.0,837.568,-0.030839322,1711.6013,4190000.0,2448.0,261875.0,,65440.0,0.000145296,0.1,2.1002178 +825.0,837.49,-0.02470877,1712.1892,4200000.0,2453.0,262500.0,,65600.0,0.00014504,0.1,2.0938663 +818.6,837.29803,-0.021105519,1712.0781,4210000.0,2459.0,263125.0,,65760.0,0.000144784,0.1,2.0808558 +812.4,837.04407,-0.01153518,1712.6624,4220000.0,2464.0,263750.0,,65920.0,0.000144528,0.1,2.1140428 +805.0,836.678,-0.03156694,1712.5507,4230000.0,2470.0,264375.0,,66080.0,0.000144272,0.1,2.0255182 +809.6,836.356,-0.027125375,1712.4395,4240000.0,2476.0,265000.0,,66240.0,0.000144016,0.1,2.0418663 +791.0,835.83,-0.023717728,1712.3287,4250000.0,2482.0,265625.0,,66400.0,0.00014376,0.1,1.9560288 +794.4,835.32794,-0.026812175,1712.9071,4260000.0,2487.0,266250.0,,66560.0,0.000143504,0.1,1.9072099 +794.2,834.8661,-0.021045344,1713.4832,4270000.0,2492.0,266875.0,,66688.0,0.0001432992,0.1,1.9376111 +805.4,834.484,-0.022473717,1714.0569,4280000.0,2497.0,267500.0,,66848.0,0.0001430432,0.1,1.9010279 +802.2,834.072,-0.010897979,1713.9432,4290000.0,2503.0,268125.0,,67008.0,0.0001427872,0.1,1.8965163 +816.6,833.8361,-0.007342871,1714.5135,4300000.0,2508.0,268750.0,,67168.0,0.0001425312,0.1,1.8350368 +828.0,833.69,-0.00073537405,1715.0815,4310000.0,2513.0,269375.0,,67328.0,0.0001422752,0.1,1.8231387 +833.6,833.6141,-0.028657008,1714.9663,4320000.0,2519.0,270000.0,,67488.0,0.0001420192,0.1,1.6472194 +839.6,833.6001,-0.016971553,1715.5309,4330000.0,2524.0,270625.0,,67648.0,0.0001417632,0.1,1.906915 +856.2,833.6981,-0.03230717,1715.415,4340000.0,2530.0,271250.0,,67808.0,0.0001415072,0.1,1.8608458 +874.6,833.978,-0.00898638,1715.2997,4350000.0,2536.0,271875.0,,67968.0,0.0001412512,0.1,1.7637668 +884.2,834.3661,-0.022136679,1715.8599,4360000.0,2541.0,272500.0,,68096.0,0.0001410464,0.1,1.7318368 +900.4,834.89,-0.007742907,1716.418,4370000.0,2546.0,273125.0,,68256.0,0.0001407904,0.1,1.9861811 +917.2,835.56,-0.027295852,1716.3009,4380000.0,2552.0,273750.0,,68416.0,0.0001405344,0.1,1.740403 +931.8,836.36194,-0.025491368,1716.8557,4390000.0,2557.0,274375.0,,68576.0,0.0001402784,0.1,1.753711 +959.2,837.45807,-0.01616901,1717.4083,4400000.0,2562.0,275000.0,,68736.0,0.0001400224,0.1,1.7379811 +972.2,838.702,-0.024822144,1717.2897,4410000.0,2568.0,275625.0,,68896.0,0.0001397664,0.1,1.7975423 +974.2,839.9961,-0.027173411,1717.8391,4420000.0,2573.0,276250.0,,69056.0,0.0001395104,0.1,1.7069995 +1018.4,841.7801,-0.016302256,1717.7201,4430000.0,2579.0,276875.0,,69216.0,0.0001392544,0.1,1.797927 +1034.8,843.75,-0.014273062,1718.2662,4440000.0,2584.0,277500.0,,69344.0,0.0001390496,0.1,1.7696304 +1045.4,845.868,-0.019284412,1718.8103,4450000.0,2589.0,278125.0,,69504.0,0.0001387936,0.1,1.6368711 +1052.2,848.03796,-0.011109137,1719.3523,4460000.0,2594.0,278750.0,,69664.0,0.0001385376,0.1,1.689254 +1068.0,850.3999,-0.018860279,1719.8922,4470000.0,2599.0,279375.0,,69824.0,0.0001382816,0.1,1.6914155 +1071.0,852.74603,-0.0155388815,1719.7697,4480000.0,2605.0,280000.0,,69984.0,0.0001380256,0.1,1.5817441 +1077.6,855.158,-0.021518445,1720.3065,4490000.0,2610.0,280625.0,,70144.0,0.0001377696,0.1,1.58899 +1101.2,857.80804,-0.003310424,1720.8413,4500000.0,2615.0,281250.0,,70304.0,0.0001375136,0.1,1.4950012 +1122.4,860.656,-0.013486153,1720.7173,4510000.0,2621.0,281875.0,,70464.0,0.0001372576,0.1,1.6711459 +1122.6,863.5101,-0.015758807,1721.249,4520000.0,2626.0,282500.0,,70624.0,0.0001370016,0.1,1.7466519 +1133.2,866.51807,-0.017688628,1721.7788,4530000.0,2631.0,283125.0,,70752.0,0.0001367968,0.1,1.7615361 +1145.2,869.642,0.007025549,1722.3065,4540000.0,2636.0,283750.0,,70912.0,0.0001365408,0.1,1.6878554 +1150.0,872.83417,0.005082122,1722.1802,4550000.0,2642.0,284375.0,,71072.0,0.0001362848,0.1,1.6528943 +1154.8,876.08,-0.00043985608,1722.705,4560000.0,2647.0,285000.0,,71232.0,0.0001360288,0.1,1.5954914 +1157.6,879.36804,-0.016849987,1723.2278,4570000.0,2652.0,285625.0,,71392.0,0.0001357728,0.1,1.6032097 +1165.2,882.7781,-0.02903156,1723.1001,4580000.0,2658.0,286250.0,,71552.0,0.0001355168,0.1,1.5134758 +1180.4,886.346,-0.008417723,1723.62,4590000.0,2663.0,286875.0,,71712.0,0.0001352608,0.1,1.6453828 +1187.8,890.00397,-0.018305067,1724.138,4600000.0,2668.0,287500.0,,71872.0,0.0001350048,0.1,1.4937216 +1207.6,893.83405,-0.021819552,1724.6539,4610000.0,2673.0,288125.0,,72000.0,0.0001348,0.1,1.5215235 +1209.6,897.694,-0.016579734,1724.524,4620000.0,2679.0,288750.0,,72160.0,0.000134544,0.1,1.52596 +1225.0,901.726,-0.024822133,1725.0372,4630000.0,2684.0,289375.0,,72320.0,0.000134288,0.1,1.5278687 +1235.4,905.79803,0.0012836861,1724.9071,4640000.0,2690.0,290000.0,,72480.0,0.000134032,0.1,1.5184518 +1255.8,910.04407,-0.020869132,1725.4175,4650000.0,2695.0,290625.0,,72640.0,0.000133776,0.1,1.6242764 +1257.0,914.2699,-0.026508681,1725.287,4660000.0,2701.0,291250.0,,72800.0,0.00013352,0.1,1.4838787 +1265.8,918.5879,-0.027152458,1725.157,4670000.0,2707.0,291875.0,,72960.0,0.000133264,0.1,1.5733116 +1286.8,923.09186,-0.0089978445,1725.6637,4680000.0,2712.0,292500.0,,73120.0,0.000133008,0.1,1.6346816 +1294.0,927.664,0.0067615854,1726.1686,4690000.0,2717.0,293125.0,,73280.0,0.000132752,0.1,1.6307738 +1295.0,932.272,-0.020396393,1726.6715,4700000.0,2722.0,293750.0,,73408.0,0.0001325472,0.1,1.5466282 +1300.2,936.93,-0.025836477,1726.5396,4710000.0,2728.0,294375.0,,73568.0,0.0001322912,0.1,1.5865481 +1315.4,941.79205,-0.028059581,1727.0399,4720000.0,2733.0,295000.0,,73728.0,0.0001320352,0.1,1.5215675 +1331.6,946.78204,-0.013126817,1727.5383,4730000.0,2738.0,295625.0,,73888.0,0.0001317792,0.1,1.6218165 +1343.2,951.8561,-0.021480463,1728.035,4740000.0,2743.0,296250.0,,74048.0,0.0001315232,0.1,1.5905049 +1357.6,957.062,-0.02939498,1727.901,4750000.0,2749.0,296875.0,,74208.0,0.0001312672,0.1,1.5151726 +1371.0,962.3761,-0.023069995,1728.395,4760000.0,2754.0,297500.0,,74368.0,0.0001310112,0.1,1.4484202 +1373.6,967.74805,-0.025518062,1728.8873,4770000.0,2759.0,298125.0,,74528.0,0.0001307552,0.1,1.5621684 +1389.8,973.27,-0.027159158,1729.3777,4780000.0,2764.0,298750.0,,74656.0,0.0001305504,0.1,1.4764705 +1399.0,978.8519,-0.009647199,1729.2418,4790000.0,2770.0,299375.0,,74816.0,0.0001302944,0.1,1.5335026 +1406.0,984.50806,-0.024785902,1729.7297,4800000.0,2775.0,300000.0,,74976.0,0.0001300384,0.1,1.5123303 +1411.4,990.1959,-0.01491628,1730.2158,4810000.0,2780.0,300625.0,,75136.0,0.0001297824,0.1,1.6179427 +1413.8,995.97595,-0.025916165,1730.079,4820000.0,2786.0,301250.0,,75296.0,0.0001295264,0.1,1.5724518 +1425.0,1001.8599,-0.021664148,1730.5625,4830000.0,2791.0,301875.0,,75456.0,0.0001292704,0.1,1.4430115 +1424.8,1007.7559,-0.023967452,1729.807,4840000.0,2798.0,302500.0,,75616.0,0.0001290144,0.1,1.5958568 +1430.2,1013.68396,-0.02015687,1729.6719,4850000.0,2804.0,303125.0,,75776.0,0.0001287584,0.1,1.5174584 +1440.0,1019.73596,-0.025920436,1729.5374,4860000.0,2810.0,303750.0,,75936.0,0.0001285024,0.1,1.5294861 +1448.6,1025.886,-0.016066015,1729.4034,4870000.0,2816.0,304375.0,,76064.0,0.0001282976,0.1,1.5175381 +1444.4,1032.052,-0.016878346,1729.27,4880000.0,2822.0,305000.0,,76224.0,0.0001280416,0.1,1.3519775 +1448.0,1038.228,-0.026034527,1728.526,4890000.0,2829.0,305625.0,,76384.0,0.0001277856,0.1,1.4427793 +1456.6,1044.514,-0.02443761,1728.395,4900000.0,2835.0,306250.0,,76544.0,0.0001275296,0.1,1.5966324 +1463.2,1050.8341,-0.012842376,1728.2646,4910000.0,2841.0,306875.0,,76704.0,0.0001272736,0.1,1.5348653 +1477.6,1057.322,-0.023593124,1727.5281,4920000.0,2848.0,307500.0,,76864.0,0.0001270176,0.1,1.4788344 +1482.8,1063.822,-0.031065797,1727.4001,4930000.0,2854.0,308125.0,,77024.0,0.0001267616,0.1,1.5592268 +1488.2,1070.3801,-0.027246844,1727.2727,4940000.0,2860.0,308750.0,,77184.0,0.0001265056,0.1,1.509403 +1487.2,1076.9241,-0.027728783,1727.1459,4950000.0,2866.0,309375.0,,77312.0,0.0001263008,0.1,1.425376 +1490.2,1083.5161,-0.010739106,1727.0195,4960000.0,2872.0,310000.0,,77472.0,0.0001260448,0.1,1.5699394 +1499.2,1090.1981,-0.026439406,1726.8937,4970000.0,2878.0,310625.0,,77632.0,0.0001257888,0.1,1.5292974 +1502.4,1096.9,-0.01453157,1726.7684,4980000.0,2884.0,311250.0,,77792.0,0.0001255328,0.1,1.537678 +1507.0,1103.636,-0.029286308,1726.0464,4990000.0,2891.0,311875.0,,77952.0,0.0001252768,0.1,1.5660555 +1510.2,1110.3881,-0.029780284,1725.9233,5000000.0,2897.0,312500.0,,78112.0,0.0001250208,0.1,1.5030243 +1519.2,1117.2122,-0.028209317,1725.8009,5010000.0,2903.0,313125.0,,78272.0,0.0001247648,0.1,1.5696201 +1516.4,1123.996,-0.013928694,1725.679,5020000.0,2909.0,313750.0,,78432.0,0.0001245088,0.1,1.5790787 +1522.4,1130.802,-0.02650096,1725.5575,5030000.0,2915.0,314375.0,,78592.0,0.0001242528,0.1,1.6493688 +1523.6,1137.604,-0.015135514,1725.4365,5040000.0,2921.0,315000.0,,78720.0,0.000124048,0.1,1.6351304 +1527.0,1144.43,-0.027206918,1725.316,5050000.0,2927.0,315625.0,,78880.0,0.000123792,0.1,1.5537267 +1529.4,1151.26,-0.010487113,1725.196,5060000.0,2933.0,316250.0,,79040.0,0.000123536,0.1,1.4577069 +1534.2,1158.1381,-0.014007008,1724.4897,5070000.0,2940.0,316875.0,,79200.0,0.00012328,0.1,1.5204031 +1536.6,1165.0079,-0.0149565935,1724.3721,5080000.0,2946.0,317500.0,,79360.0,0.000123024,0.1,1.5861533 +1542.2,1171.8961,-0.025534369,1724.2548,5090000.0,2952.0,318125.0,,79520.0,0.000122768,0.1,1.6013918 +1546.6,1178.8181,-0.016893823,1724.138,5100000.0,2958.0,318750.0,,79680.0,0.000122512,0.1,1.5772069 +1551.8,1185.818,-0.0112732835,1723.4402,5110000.0,2965.0,319375.0,,79840.0,0.000122256,0.1,1.5068986 +1551.4,1192.8,-0.010308272,1723.3254,5120000.0,2971.0,320000.0,,80000.0,0.000122,0.1,1.6279821 +1550.0,1199.8359,-0.016085176,1723.2113,5130000.0,2977.0,320625.0,,80128.0,0.0001217952,0.1,1.5201424 +1554.0,1206.9199,-0.026016168,1723.0975,5140000.0,2983.0,321250.0,,80288.0,0.0001215392,0.1,1.4106641 +1553.6,1214.0339,-0.015290781,1722.9843,5150000.0,2989.0,321875.0,,80448.0,0.0001212832,0.1,1.4421012 +1558.0,1221.2001,-0.02495685,1722.2964,5160000.0,2996.0,322500.0,,80608.0,0.0001210272,0.1,1.3964965 +1558.2,1228.3901,-0.027646506,1722.1852,5170000.0,3002.0,323125.0,,80768.0,0.0001207712,0.1,1.4007716 +1560.4,1235.686,-0.025754986,1722.0745,5180000.0,3008.0,323750.0,,80928.0,0.0001205152,0.1,1.4963932 +1561.4,1243.0,-0.026335277,1721.9641,5190000.0,3014.0,324375.0,,81088.0,0.0001202592,0.1,1.5728837 +1567.6,1250.426,-0.02496338,1721.2843,5200000.0,3021.0,325000.0,,81248.0,0.0001200032,0.1,1.4797077 +1569.0,1257.9299,-0.014993682,1721.176,5210000.0,3027.0,325625.0,,81376.0,0.0001197984,0.1,1.4474014 +1569.0,1265.496,-0.02457919,1721.0682,5220000.0,3033.0,326250.0,,81536.0,0.0001195424,0.1,1.4177713 +1576.0,1273.206,-0.024443183,1720.3948,5230000.0,3040.0,326875.0,,81696.0,0.0001192864,0.1,1.3937622 +1572.8,1280.838,-0.024112359,1720.289,5240000.0,3046.0,327500.0,,81856.0,0.0001190304,0.1,1.338907 +1577.6,1288.704,-0.023651363,1720.1835,5250000.0,3052.0,328125.0,,82016.0,0.0001187744,0.1,1.4692575 +1582.0,1296.58,-0.024929957,1720.0785,5260000.0,3058.0,328750.0,,82176.0,0.0001185184,0.1,1.4373623 +1590.0,1304.538,-0.027380917,1719.4127,5270000.0,3065.0,329375.0,,82336.0,0.0001182624,0.1,1.5697579 +1594.6,1312.43,-0.030556262,1719.3097,5280000.0,3071.0,330000.0,,82496.0,0.0001180064,0.1,1.5740906 +1596.6,1320.374,-0.029260337,1719.207,5290000.0,3077.0,330625.0,,82656.0,0.0001177504,0.1,1.5069524 +1602.2,1328.23,-0.023758905,1719.1047,5300000.0,3083.0,331250.0,,82784.0,0.0001175456,0.1,1.5723202 +1603.0,1335.98,-0.032113746,1719.0029,5310000.0,3089.0,331875.0,,82944.0,0.0001172896,0.1,1.4649267 +1608.4,1343.728,-0.013071274,1718.9015,5320000.0,3095.0,332500.0,,83104.0,0.0001170336,0.1,1.5029025 +1609.6,1351.4281,-0.011175104,1718.8004,5330000.0,3101.0,333125.0,,83264.0,0.0001167776,0.1,1.4889027 +1611.2,1358.978,-0.025263134,1718.6997,5340000.0,3107.0,333750.0,,83424.0,0.0001165216,0.1,1.4437438 +1616.6,1366.398,-0.028328057,1718.0475,5350000.0,3114.0,334375.0,,83584.0,0.0001162656,0.1,1.5369663 +1621.8,1373.7739,-0.029651554,1717.9487,5360000.0,3120.0,335000.0,,83744.0,0.0001160096,0.1,1.5687776 +1628.6,1381.0559,-0.029365316,1717.3009,5370000.0,3127.0,335625.0,,83904.0,0.0001157536,0.1,1.5137594 +1635.6,1388.2399,-0.02821269,1717.7522,5380000.0,3132.0,336250.0,,84032.0,0.0001155488,0.1,1.5407846 +1636.8,1395.2897,-0.030095438,1717.1073,5390000.0,3139.0,336875.0,,84192.0,0.0001152928,0.1,1.5184133 +1644.4,1402.1418,-0.023696272,1717.0111,5400000.0,3145.0,337500.0,,84352.0,0.0001150368,0.1,1.4490771 +1646.4,1408.884,-0.022828527,1716.3706,5410000.0,3152.0,338125.0,,84512.0,0.0001147808,0.1,1.4991188 +1651.2,1415.654,-0.027125226,1716.2761,5420000.0,3158.0,338750.0,,84672.0,0.0001145248,0.1,1.4785401 +1652.6,1421.9961,-0.027171873,1716.182,5430000.0,3164.0,339375.0,,84832.0,0.0001142688,0.1,1.5164034 +1660.4,1428.2521,-0.025389647,1716.0884,5440000.0,3170.0,340000.0,,84992.0,0.0001140128,0.1,1.5247083 +1657.0,1434.3682,-0.028233705,1715.995,5450000.0,3176.0,340625.0,,85152.0,0.0001137568,0.1,1.648908 +1661.6,1440.4619,-0.02561955,1715.902,5460000.0,3182.0,341250.0,,85312.0,0.0001135008,0.1,1.5012293 +1657.0,1446.352,-0.03192414,1715.8093,5470000.0,3188.0,341875.0,,85440.0,0.000113296,0.1,1.6386664 +1662.2,1452.2639,-0.030008458,1715.1799,5480000.0,3195.0,342500.0,,85600.0,0.00011304,0.1,1.5097392 +1659.6,1458.0839,-0.028631529,1715.089,5490000.0,3201.0,343125.0,,85760.0,0.000112784,0.1,1.5273545 +1659.8,1463.67,-0.02989312,1714.9984,5500000.0,3207.0,343750.0,,85920.0,0.000112528,0.1,1.563945 +1663.2,1469.078,-0.01727566,1714.9082,5510000.0,3213.0,344375.0,,86080.0,0.000112272,0.1,1.5715415 +1662.0,1474.4719,-0.028321873,1714.8182,5520000.0,3219.0,345000.0,,86240.0,0.000112016,0.1,1.4884543 +1665.2,1479.792,-0.029084243,1714.7286,5530000.0,3225.0,345625.0,,86400.0,0.00011176,0.1,1.497726 +1665.2,1484.9921,-0.029705137,1714.6394,5540000.0,3231.0,346250.0,,86560.0,0.000111504,0.1,1.5038984 +1672.2,1490.2142,-0.03069454,1714.5505,5550000.0,3237.0,346875.0,,86688.0,0.0001112992,0.1,1.4629695 +1674.4,1495.4102,-0.028214863,1714.4619,5560000.0,3243.0,347500.0,,86848.0,0.0001110432,0.1,1.5601206 +1669.2,1500.5261,-0.026294133,1713.8462,5570000.0,3250.0,348125.0,,87008.0,0.0001107872,0.1,1.5099828 +1671.8,1505.592,-0.03150468,1713.7592,5580000.0,3256.0,348750.0,,87168.0,0.0001105312,0.1,1.4634154 +1670.0,1510.4882,-0.028129485,1713.6726,5590000.0,3262.0,349375.0,,87328.0,0.0001102752,0.1,1.383306 +1670.2,1515.312,-0.02496494,1713.0621,5600000.0,3269.0,350000.0,,87488.0,0.0001100192,0.1,1.5135992 +1668.2,1519.918,-0.014982409,1712.977,5610000.0,3275.0,350625.0,,87648.0,0.0001097632,0.1,1.5118717 +1667.4,1524.4961,-0.027494254,1712.3705,5620000.0,3282.0,351250.0,,87808.0,0.0001095072,0.1,1.5670545 +1667.0,1528.9161,-0.031044468,1712.2871,5630000.0,3288.0,351875.0,,87968.0,0.0001092512,0.1,1.6238625 +1665.0,1533.212,-0.016540594,1712.204,5640000.0,3294.0,352500.0,,88096.0,0.0001090464,0.1,1.6021603 +1661.6,1537.27,-0.00096034067,1712.1212,5650000.0,3300.0,353125.0,,88256.0,0.0001087904,0.1,1.6633536 +1663.8,1541.338,-0.028563326,1712.0387,5660000.0,3306.0,353750.0,,88416.0,0.0001085344,0.1,1.6021585 +1667.0,1545.3499,-0.02864668,1711.4398,5670000.0,3313.0,354375.0,,88576.0,0.0001082784,0.1,1.5630078 +1667.4,1549.1559,-0.027491841,1711.3589,5680000.0,3319.0,355000.0,,88736.0,0.0001080224,0.1,1.4137015 +1671.8,1552.9341,-0.028193379,1710.7637,5690000.0,3326.0,355625.0,,88896.0,0.0001077664,0.1,1.4086676 +1671.0,1556.6938,-0.02817741,1710.6843,5700000.0,3332.0,356250.0,,89056.0,0.0001075104,0.1,1.4723581 +1669.4,1560.3861,-0.02772516,1710.6051,5710000.0,3338.0,356875.0,,89216.0,0.0001072544,0.1,1.4322693 +1665.4,1563.8861,-0.025609849,1710.5264,5720000.0,3344.0,357500.0,,89344.0,0.0001070496,0.1,1.4462713 +1669.6,1567.2661,-0.026717687,1709.9374,5730000.0,3351.0,358125.0,,89504.0,0.0001067936,0.1,1.57093 +1670.8,1570.542,-0.029654847,1709.86,5740000.0,3357.0,358750.0,,89664.0,0.0001065376,0.1,1.6361761 +1671.6,1573.682,-0.029901335,1709.2747,5750000.0,3364.0,359375.0,,89824.0,0.0001062816,0.1,1.4664109 +1670.2,1576.674,-0.026369464,1709.1989,5760000.0,3370.0,360000.0,,89984.0,0.0001060256,0.1,1.3975928 +1671.4,1579.652,-0.02793135,1709.1232,5770000.0,3376.0,360625.0,,90144.0,0.0001057696,0.1,1.5352857 +1671.0,1582.4639,-0.025727065,1709.0479,5780000.0,3382.0,361250.0,,90304.0,0.0001055136,0.1,1.480092 +1670.6,1585.1802,-0.02649657,1708.9729,5790000.0,3388.0,361875.0,,90464.0,0.0001052576,0.1,1.4028075 +1680.8,1587.928,-0.028069641,1708.3947,5800000.0,3395.0,362500.0,,90624.0,0.0001050016,0.1,1.6123009 +1682.8,1590.6418,-0.02527992,1708.8235,5810000.0,3400.0,363125.0,,90752.0,0.0001047968,0.1,1.4422396 +1686.0,1593.3638,-0.031004313,1708.7493,5820000.0,3406.0,363750.0,,90912.0,0.0001045408,0.1,1.6560907 +1686.2,1595.976,-0.031830207,1708.1747,5830000.0,3413.0,364375.0,,91072.0,0.0001042848,0.1,1.6039903 +1687.2,1598.6,-0.029078178,1708.1018,5840000.0,3419.0,365000.0,,91232.0,0.0001040288,0.1,1.612447 +1688.8,1601.186,-0.028609844,1708.0292,5850000.0,3425.0,365625.0,,91392.0,0.0001037728,0.1,1.520946 +1691.2,1603.6981,-0.029869119,1707.9569,5860000.0,3431.0,366250.0,,91552.0,0.0001035168,0.1,1.5138547 +1686.2,1606.0741,-0.008418027,1707.8848,5870000.0,3437.0,366875.0,,91712.0,0.0001032608,0.1,1.4405448 +1689.2,1608.5222,-0.028080594,1707.317,5880000.0,3444.0,367500.0,,91872.0,0.0001030048,0.1,1.4660136 +1690.8,1610.95,-0.010539148,1707.7413,5890000.0,3449.0,368125.0,,92000.0,0.0001028,0.1,1.483036 +1691.6,1613.3002,-0.026640331,1707.1759,5900000.0,3456.0,368750.0,,92160.0,0.000102544,0.1,1.3910887 +1686.2,1615.5298,-0.025924675,1707.1057,5910000.0,3462.0,369375.0,,92320.0,0.000102288,0.1,1.3688664 +1686.2,1617.6161,-0.026702084,1707.0358,5920000.0,3468.0,370000.0,,92480.0,0.000102032,0.1,1.4070373 +1690.6,1619.6938,-0.030428348,1706.9661,5930000.0,3474.0,370625.0,,92640.0,0.000101776,0.1,1.5849683 +1692.6,1621.7379,-0.02356793,1706.4062,5940000.0,3481.0,371250.0,,92800.0,0.00010152,0.1,1.5035031 +1694.6,1623.8118,-0.028402355,1706.3378,5950000.0,3487.0,371875.0,,92960.0,0.000101264,0.1,1.4307822 +1691.6,1625.8258,-0.025233695,1706.2697,5960000.0,3493.0,372500.0,,93120.0,0.000101008,0.1,1.5216345 +1690.8,1627.7417,-0.030969968,1706.2018,5970000.0,3499.0,373125.0,,93280.0,0.000100752,0.1,1.5167475 +1692.0,1629.6378,-0.024016052,1706.134,5980000.0,3505.0,373750.0,,93408.0,0.0001005472,0.1,1.5222843 +1692.8,1631.4957,-0.031041443,1706.0667,5990000.0,3511.0,374375.0,,93568.0,0.0001002912,0.1,1.3938029 +1693.6,1633.3298,-0.012843611,1705.9994,6000000.0,3517.0,375000.0,,93728.0,0.0001000352,0.1,1.4264698 +1694.0,1635.078,-0.02620977,1705.4484,6010000.0,3524.0,375625.0,,93888.0,9.97792e-05,0.1,1.4454157 +1690.4,1636.818,-0.030236972,1705.3824,6020000.0,3530.0,376250.0,,94048.0,9.95232e-05,0.1,1.4982933 +1690.6,1638.5,-0.031303063,1705.3168,6030000.0,3536.0,376875.0,,94208.0,9.92672e-05,0.1,1.4599209 +1686.4,1640.1282,-0.030969277,1705.2512,6040000.0,3542.0,377500.0,,94368.0,9.90112e-05,0.1,1.4925574 +1683.2,1641.6902,-0.02853096,1705.186,6050000.0,3548.0,378125.0,,94528.0,9.87552e-05,0.1,1.4643751 +1684.4,1643.2401,-0.025781073,1705.121,6060000.0,3554.0,378750.0,,94656.0,9.85504e-05,0.1,1.4111776 +1685.2,1644.7504,-0.029464308,1705.0562,6070000.0,3560.0,379375.0,,94816.0,9.82944e-05,0.1,1.4601907 +1682.0,1646.2041,-0.026053201,1704.9916,6080000.0,3566.0,380000.0,,94976.0,9.80384e-05,0.1,1.3712893 +1687.2,1647.6542,-0.028244477,1704.9272,6090000.0,3572.0,380625.0,,95136.0,9.77824e-05,0.1,1.4381564 +1687.0,1649.0581,-0.024943575,1704.863,6100000.0,3578.0,381250.0,,95296.0,9.75264e-05,0.1,1.5382688 +1684.6,1650.3861,-0.028100615,1705.2749,6110000.0,3583.0,381875.0,,95456.0,9.72704e-05,0.1,1.464097 +1686.6,1651.7379,-0.010409186,1705.2103,6120000.0,3589.0,382500.0,,95616.0,9.70144e-05,0.1,1.5681982 +1689.8,1653.1357,-0.027359178,1705.146,6130000.0,3595.0,383125.0,,95776.0,9.67584e-05,0.1,1.5209146 +1693.0,1654.5258,-0.029064087,1705.0819,6140000.0,3601.0,383750.0,,95936.0,9.65024e-05,0.1,1.5196555 +1695.4,1655.9438,-0.03201683,1705.4908,6150000.0,3606.0,384375.0,,96064.0,9.62976e-05,0.1,1.5930264 +1692.2,1657.2859,-0.007438087,1704.9543,6160000.0,3613.0,385000.0,,96224.0,9.60416e-05,0.1,1.5518634 +1692.2,1658.6262,-0.026225105,1704.8909,6170000.0,3619.0,385625.0,,96384.0,9.57856e-05,0.1,1.3666737 +1694.0,1659.9622,-0.02872618,1704.8276,6180000.0,3625.0,386250.0,,96544.0,9.55296e-05,0.1,1.550819 +1694.0,1661.2881,-0.029353263,1704.7645,6190000.0,3631.0,386875.0,,96704.0,9.52736e-05,0.1,1.541744 +1695.6,1662.568,-0.029542655,1704.7017,6200000.0,3637.0,387500.0,,96864.0,9.50176e-05,0.1,1.4158909 +1697.4,1663.852,-0.024723578,1704.639,6210000.0,3643.0,388125.0,,97024.0,9.47616e-05,0.1,1.4144617 +1694.8,1665.1099,-0.028095966,1705.0438,6220000.0,3648.0,388750.0,,97184.0,9.45056e-05,0.1,1.3658447 +1689.0,1666.2399,-0.027202947,1704.9808,6230000.0,3654.0,389375.0,,97312.0,9.43008e-05,0.1,1.4310899 +1690.6,1667.418,-0.027584238,1704.9181,6240000.0,3660.0,390000.0,,97472.0,9.40448e-05,0.1,1.3993969 +1691.0,1668.5519,-0.02849141,1704.8555,6250000.0,3666.0,390625.0,,97632.0,9.37888e-05,0.1,1.4673475 +1692.4,1669.6559,-0.016701149,1704.793,6260000.0,3672.0,391250.0,,97792.0,9.35328e-05,0.1,1.4331425 +1699.6,1670.7518,-0.022931108,1705.1945,6270000.0,3677.0,391875.0,,97952.0,9.32768e-05,0.1,1.592756 +1699.2,1671.798,-0.027622744,1705.1317,6280000.0,3683.0,392500.0,,98112.0,9.30208e-05,0.1,1.5392613 +1700.4,1672.836,-0.028089294,1705.0691,6290000.0,3689.0,393125.0,,98272.0,9.27648e-05,0.1,1.4394962 +1698.8,1673.802,-0.025991607,1705.4684,6300000.0,3694.0,393750.0,,98432.0,9.25088e-05,0.1,1.4377947 +1699.2,1674.764,-0.026694342,1705.4054,6310000.0,3700.0,394375.0,,98592.0,9.22528e-05,0.1,1.365248 +1702.4,1675.7041,-0.028381493,1705.803,6320000.0,3705.0,395000.0,,98720.0,9.2048e-05,0.1,1.3502014 +1707.0,1676.6781,-0.026830163,1705.7397,6330000.0,3711.0,395625.0,,98880.0,9.1792e-05,0.1,1.3713907 +1706.8,1677.634,-0.027666705,1705.6766,6340000.0,3717.0,396250.0,,99040.0,9.1536e-05,0.1,1.544992 +1710.0,1678.568,-0.028311506,1705.6138,6350000.0,3723.0,396875.0,,99200.0,9.128e-05,0.1,1.4132957 +1711.2,1679.4619,-0.020210164,1705.551,6360000.0,3729.0,397500.0,,99360.0,9.1024e-05,0.1,1.4656785 +1709.6,1680.2719,-0.028491898,1705.9453,6370000.0,3734.0,398125.0,,99520.0,9.0768e-05,0.1,1.5784485 +1713.4,1681.05,-0.029750405,1705.8823,6380000.0,3740.0,398750.0,,99680.0,9.0512e-05,0.1,1.5028732 +1712.2,1681.8041,-0.026358863,1705.8196,6390000.0,3746.0,399375.0,,99840.0,9.0256e-05,0.1,1.49311 +1716.0,1682.52,-0.026822042,1705.757,6400000.0,3752.0,400000.0,,100000.0,9e-05,0.1,1.3216158 +1717.0,1683.2261,-0.0063684126,1706.1486,6410000.0,3757.0,400625.0,,100128.0,8.97952e-05,0.1,1.371742 +1714.4,1683.8579,-0.022266278,1706.0856,6420000.0,3763.0,401250.0,,100288.0,8.95392e-05,0.1,1.3300374 +1704.8,1684.38,-0.029483879,1706.0228,6430000.0,3769.0,401875.0,,100448.0,8.92832e-05,0.1,1.4234562 +1707.8,1684.854,-0.026142078,1705.9602,6440000.0,3775.0,402500.0,,100608.0,8.90272e-05,0.1,1.2936795 +1714.4,1685.4281,-0.024742644,1705.898,6450000.0,3781.0,403125.0,,100768.0,8.87712e-05,0.1,1.548369 +1716.2,1685.9739,-0.029730203,1705.8357,6460000.0,3787.0,403750.0,,100928.0,8.85152e-05,0.1,1.5336164 +1715.4,1686.5581,-0.0313995,1706.2236,6470000.0,3792.0,404375.0,,101088.0,8.82592e-05,0.1,1.4916496 +1710.0,1687.0361,-0.018364355,1706.1611,6480000.0,3798.0,405000.0,,101248.0,8.80032e-05,0.1,1.3861996 +1707.4,1687.5142,-0.029449327,1706.0989,6490000.0,3804.0,405625.0,,101376.0,8.77984e-05,0.1,1.5021662 +1708.8,1688.004,-0.02759889,1706.0367,6500000.0,3810.0,406250.0,,101536.0,8.75424e-05,0.1,1.434644 +1704.6,1688.418,-0.012941992,1705.9749,6510000.0,3816.0,406875.0,,101696.0,8.72864e-05,0.1,1.4757416 +1706.6,1688.8639,-0.026835617,1706.3596,6520000.0,3821.0,407500.0,,101856.0,8.70304e-05,0.1,1.4053822 +1711.4,1689.3258,-0.025053633,1705.8516,6530000.0,3828.0,408125.0,,102016.0,8.67744e-05,0.1,1.4157451 +1705.4,1689.728,-0.025088143,1705.7903,6540000.0,3834.0,408750.0,,102176.0,8.65184e-05,0.1,1.4904056 +1702.0,1690.0259,-0.025625687,1705.7291,6550000.0,3840.0,409375.0,,102336.0,8.62624e-05,0.1,1.5111601 +1698.6,1690.2681,-0.031472772,1706.1118,6560000.0,3845.0,410000.0,,102496.0,8.60064e-05,0.1,1.4943316 +1697.8,1690.554,-0.029640714,1706.0504,6570000.0,3851.0,410625.0,,102656.0,8.57504e-05,0.1,1.5149522 +1698.8,1690.8237,-0.031184314,1705.9891,6580000.0,3857.0,411250.0,,102784.0,8.55456e-05,0.1,1.4758534 +1699.2,1691.116,-0.027828708,1705.928,6590000.0,3863.0,411875.0,,102944.0,8.52896e-05,0.1,1.4279315 +1700.8,1691.4219,-0.02864295,1705.8672,6600000.0,3869.0,412500.0,,103104.0,8.50336e-05,0.1,1.3670177 +1697.0,1691.71,-0.025710778,1705.8064,6610000.0,3875.0,413125.0,,103264.0,8.47776e-05,0.1,1.378512 +1694.6,1691.9819,-0.025941616,1705.746,6620000.0,3881.0,413750.0,,103424.0,8.45216e-05,0.1,1.4288208 +1694.4,1692.2561,-0.028242392,1706.1245,6630000.0,3886.0,414375.0,,103584.0,8.42656e-05,0.1,1.5084795 +1693.2,1692.538,-0.02882452,1706.0637,6640000.0,3892.0,415000.0,,103744.0,8.40096e-05,0.1,1.4535824 +1704.2,1692.9641,-0.024648506,1706.003,6650000.0,3898.0,415625.0,,103904.0,8.37536e-05,0.1,1.3272667 +1704.4,1693.3704,-0.024719829,1705.9426,6660000.0,3904.0,416250.0,,104032.0,8.35488e-05,0.1,1.4969679 +1702.0,1693.7202,-0.030636324,1705.8823,6670000.0,3910.0,416875.0,,104192.0,8.32928e-05,0.1,1.541712 +1704.2,1694.0881,-0.029866524,1705.8223,6680000.0,3916.0,417500.0,,104352.0,8.30368e-05,0.1,1.6787944 +1697.2,1694.3422,-0.02830104,1705.7623,6690000.0,3922.0,418125.0,,104512.0,8.27808e-05,0.1,1.5624176 +1697.2,1694.604,-0.02691133,1705.7026,6700000.0,3928.0,418750.0,,104672.0,8.25248e-05,0.1,1.547227 +1703.0,1694.9402,-0.02775871,1705.6431,6710000.0,3934.0,419375.0,,104832.0,8.22688e-05,0.1,1.4590356 +1700.2,1695.288,-0.02894675,1705.5837,6720000.0,3940.0,420000.0,,104992.0,8.20128e-05,0.1,1.512752 +1700.6,1695.5981,-0.028952414,1705.0925,6730000.0,3947.0,420625.0,,105152.0,8.17568e-05,0.1,1.4600106 +1702.2,1695.9119,-0.027883038,1705.0342,6740000.0,3953.0,421250.0,,105312.0,8.15008e-05,0.1,1.4776014 +1700.4,1696.2,-0.028299466,1705.4067,6750000.0,3958.0,421875.0,,105440.0,8.1296e-05,0.1,1.466775 +1706.4,1696.562,-0.024692835,1705.3481,6760000.0,3964.0,422500.0,,105600.0,8.104e-05,0.1,1.4244146 +1700.8,1696.8562,-0.025208289,1705.2897,6770000.0,3970.0,423125.0,,105760.0,8.0784e-05,0.1,1.4190903 +1707.6,1697.222,-0.029409792,1705.2314,6780000.0,3976.0,423750.0,,105920.0,8.0528e-05,0.1,1.4493449 +1709.2,1697.6082,-0.028729085,1705.1733,6790000.0,3982.0,424375.0,,106080.0,8.0272e-05,0.1,1.5000732 +1710.6,1697.9059,-0.029759236,1705.1154,6800000.0,3988.0,425000.0,,106240.0,8.0016e-05,0.1,1.4868679 +1711.0,1698.188,-0.027780829,1705.0576,6810000.0,3994.0,425625.0,,106400.0,7.976e-05,0.1,1.4413667 +1710.4,1698.432,-0.03130281,1705.4264,6820000.0,3999.0,426250.0,,106560.0,7.9504e-05,0.1,1.5861508 +1710.8,1698.678,-0.026170205,1705.3683,6830000.0,4005.0,426875.0,,106688.0,7.92992e-05,0.1,1.3711951 +1713.8,1698.9441,-0.027434377,1705.3104,6840000.0,4011.0,427500.0,,106848.0,7.90432e-05,0.1,1.3565159 +1715.8,1699.2139,-0.022735074,1705.6772,6850000.0,4016.0,428125.0,,107008.0,7.87872e-05,0.1,1.4276943 +1720.0,1699.5018,-0.024848707,1705.6191,6860000.0,4022.0,428750.0,,107168.0,7.85312e-05,0.1,1.3931901 +1720.0,1699.84,-0.026949584,1705.561,6870000.0,4028.0,429375.0,,107328.0,7.82752e-05,0.1,1.5050044 +1720.0,1700.148,-0.02567152,1705.5032,6880000.0,4034.0,430000.0,,107488.0,7.80192e-05,0.1,1.398782 +1723.2,1700.472,-0.02087292,1705.4456,6890000.0,4040.0,430625.0,,107648.0,7.77632e-05,0.1,1.3384118 +1724.2,1700.7981,-0.02407604,1705.3881,6900000.0,4046.0,431250.0,,107808.0,7.75072e-05,0.1,1.4703243 +1723.6,1701.172,-0.026564034,1705.3307,6910000.0,4052.0,431875.0,,107968.0,7.72512e-05,0.1,1.4142596 +1731.6,1701.626,-0.024737705,1705.6938,6920000.0,4057.0,432500.0,,108096.0,7.70464e-05,0.1,1.3938047 +1735.0,1702.0698,-0.026966507,1705.6362,6930000.0,4063.0,433125.0,,108256.0,7.67904e-05,0.1,1.2960517 +1738.0,1702.5239,-0.027343737,1705.5787,6940000.0,4069.0,433750.0,,108416.0,7.65344e-05,0.1,1.3108609 +1740.6,1702.9839,-0.026670143,1705.5215,6950000.0,4075.0,434375.0,,108576.0,7.62784e-05,0.1,1.3219676 +1743.6,1703.5039,-0.025725462,1705.4644,6960000.0,4081.0,435000.0,,108736.0,7.60224e-05,0.1,1.3575511 +1747.2,1704.068,-0.025526986,1705.8247,6970000.0,4086.0,435625.0,,108896.0,7.57664e-05,0.1,1.4062517 +1748.4,1704.6318,-0.027828667,1705.7673,6980000.0,4092.0,436250.0,,109056.0,7.55104e-05,0.1,1.3048751 +1748.2,1705.186,-0.024038497,1705.7101,6990000.0,4098.0,436875.0,,109216.0,7.52544e-05,0.1,1.3139882 +1752.8,1705.7781,-0.024677258,1706.0687,7000000.0,4103.0,437500.0,,109344.0,7.50496e-05,0.1,1.2785782 +1749.6,1706.3341,-0.024922838,1706.0112,7010000.0,4109.0,438125.0,,109504.0,7.47936e-05,0.1,1.2788272 +1749.4,1706.9241,-0.02686475,1705.9539,7020000.0,4115.0,438750.0,,109664.0,7.45376e-05,0.1,1.4928449 +1750.4,1707.522,-0.026188057,1705.8966,7030000.0,4121.0,439375.0,,109824.0,7.42816e-05,0.1,1.4056692 +1751.2,1708.1702,-0.029021932,1706.253,7040000.0,4126.0,440000.0,,109984.0,7.40256e-05,0.1,1.3711467 +1753.0,1708.8682,-0.0264049,1706.1956,7050000.0,4132.0,440625.0,,110144.0,7.37696e-05,0.1,1.5165569 +1749.2,1709.5162,-0.02710131,1706.1382,7060000.0,4138.0,441250.0,,110304.0,7.35136e-05,0.1,1.3407693 +1745.6,1710.12,-0.002137543,1706.081,7070000.0,4144.0,441875.0,,110464.0,7.32576e-05,0.1,1.3077786 +1741.6,1710.716,-0.022802163,1706.4353,7080000.0,4149.0,442500.0,,110624.0,7.30016e-05,0.1,1.39725 +1740.8,1711.2518,-0.025225941,1706.7887,7090000.0,4154.0,443125.0,,110752.0,7.27968e-05,0.1,1.3624444 +1741.0,1711.7919,-0.024671402,1706.7307,7100000.0,4160.0,443750.0,,110912.0,7.25408e-05,0.1,1.2170172 +1738.6,1712.3317,-0.02389054,1706.6731,7110000.0,4166.0,444375.0,,111072.0,7.22848e-05,0.1,1.2215245 +1738.8,1712.8539,-0.023782926,1706.6155,7120000.0,4172.0,445000.0,,111232.0,7.20288e-05,0.1,1.4167628 +1740.6,1713.3617,-0.02455164,1706.5581,7130000.0,4178.0,445625.0,,111392.0,7.17728e-05,0.1,1.3269407 +1738.4,1713.8159,-0.024697581,1706.9089,7140000.0,4183.0,446250.0,,111552.0,7.15168e-05,0.1,1.4335504 +1737.2,1714.2339,-0.027802028,1706.8513,7150000.0,4189.0,446875.0,,111712.0,7.12608e-05,0.1,1.4808286 +1738.2,1714.6941,-0.026150007,1706.7938,7160000.0,4195.0,447500.0,,111872.0,7.10048e-05,0.1,1.2185948 +1733.0,1715.102,0.0064400285,1707.1428,7170000.0,4200.0,448125.0,,112000.0,7.08e-05,0.1,1.405028 +1732.2,1715.484,-0.027580436,1707.0851,7180000.0,4206.0,448750.0,,112160.0,7.0544e-05,0.1,1.2935581 +1733.2,1715.8761,-0.015947724,1707.0276,7190000.0,4212.0,449375.0,,112320.0,7.0288e-05,0.1,1.209062 +1733.0,1716.25,-0.024743453,1706.9701,7200000.0,4218.0,450000.0,,112480.0,7.0032e-05,0.1,1.2435768 +1727.4,1716.55,-0.02330505,1706.9128,7210000.0,4224.0,450625.0,,112640.0,6.9776e-05,0.1,1.2716358 +1726.4,1716.8661,-0.022794904,1706.8558,7220000.0,4230.0,451250.0,,112800.0,6.952e-05,0.1,1.3475308 +1730.0,1717.2761,-0.023180787,1706.7988,7230000.0,4236.0,451875.0,,112960.0,6.9264e-05,0.1,1.349945 +1727.0,1717.64,-0.025119333,1706.7421,7240000.0,4242.0,452500.0,,113120.0,6.9008e-05,0.1,1.3927498 +1725.6,1717.986,-0.024686698,1706.6855,7250000.0,4248.0,453125.0,,113280.0,6.8752e-05,0.1,1.3200412 +1727.0,1718.3319,-0.023404427,1707.0303,7260000.0,4253.0,453750.0,,113408.0,6.85472e-05,0.1,1.3640262 +1726.6,1718.6019,-0.028597051,1706.9735,7270000.0,4259.0,454375.0,,113568.0,6.82912e-05,0.1,1.3704178 +1729.0,1718.8999,-0.011718479,1706.9167,7280000.0,4265.0,455000.0,,113728.0,6.80352e-05,0.1,1.4516928 +1730.2,1719.198,-0.027740052,1706.8602,7290000.0,4271.0,455625.0,,113888.0,6.77792e-05,0.1,1.3070204 +1732.8,1719.5378,-0.024392247,1706.8038,7300000.0,4277.0,456250.0,,114048.0,6.75232e-05,0.1,1.4106804 +1737.2,1719.918,-0.024342218,1706.7476,7310000.0,4283.0,456875.0,,114208.0,6.72672e-05,0.1,1.3778183 +1739.0,1720.284,-0.026700968,1706.6915,7320000.0,4289.0,457500.0,,114368.0,6.70112e-05,0.1,1.4632211 +1736.6,1720.58,-0.02360164,1706.6356,7330000.0,4295.0,458125.0,,114528.0,6.67552e-05,0.1,1.4524071 +1737.4,1720.886,-0.026150025,1706.5798,7340000.0,4301.0,458750.0,,114656.0,6.65504e-05,0.1,1.3714932 +1737.4,1721.16,-0.027151084,1706.9205,7350000.0,4306.0,459375.0,,114816.0,6.62944e-05,0.1,1.5174365 +1740.0,1721.4481,-0.028270997,1706.8646,7360000.0,4312.0,460000.0,,114976.0,6.60384e-05,0.1,1.2995303 +1741.6,1721.7681,-0.02681225,1706.8087,7370000.0,4318.0,460625.0,,115136.0,6.57824e-05,0.1,1.4543512 +1741.2,1722.0459,-0.023477618,1706.753,7380000.0,4324.0,461250.0,,115296.0,6.55264e-05,0.1,1.2854573 +1742.4,1722.348,-0.026895076,1706.6975,7390000.0,4330.0,461875.0,,115456.0,6.52704e-05,0.1,1.4623542 +1751.4,1722.702,-0.026126584,1706.6421,7400000.0,4336.0,462500.0,,115616.0,6.50144e-05,0.1,1.4493413 +1751.0,1723.042,-0.026937835,1706.5868,7410000.0,4342.0,463125.0,,115776.0,6.47584e-05,0.1,1.2709963 +1750.6,1723.404,-0.026870096,1706.5317,7420000.0,4348.0,463750.0,,115936.0,6.45024e-05,0.1,1.4760859 +1750.4,1723.86,-0.026447121,1706.8688,7430000.0,4353.0,464375.0,,116064.0,6.42976e-05,0.1,1.4459057 +1756.8,1724.35,-0.027303465,1706.8135,7440000.0,4359.0,465000.0,,116224.0,6.40416e-05,0.1,1.4816102 +1756.8,1724.7738,-0.025811333,1706.7583,7450000.0,4365.0,465625.0,,116384.0,6.37856e-05,0.1,1.4427364 +1757.0,1725.182,-0.02407256,1706.7032,7460000.0,4371.0,466250.0,,116544.0,6.35296e-05,0.1,1.4394184 +1758.8,1725.616,-0.028131703,1706.6484,7470000.0,4377.0,466875.0,,116704.0,6.32736e-05,0.1,1.4396164 +1759.2,1726.1079,-0.025550732,1706.5936,7480000.0,4383.0,467500.0,,116864.0,6.30176e-05,0.1,1.3497202 +1759.0,1726.624,-0.024140019,1706.5391,7490000.0,4389.0,468125.0,,117024.0,6.27616e-05,0.1,1.4118335 +1757.2,1727.1079,-0.024216548,1706.4846,7500000.0,4395.0,468750.0,,117184.0,6.25056e-05,0.1,1.4493109 +1760.0,1727.6622,-0.026457379,1706.4303,7510000.0,4401.0,469375.0,,117312.0,6.23008e-05,0.1,1.3853209 +1760.2,1728.1981,-0.027425803,1706.3762,7520000.0,4407.0,470000.0,,117472.0,6.20448e-05,0.1,1.3936045 +1761.2,1728.696,-0.026522817,1706.709,7530000.0,4412.0,470625.0,,117632.0,6.17888e-05,0.1,1.4692482 +1759.6,1729.2379,-0.025924187,1706.6545,7540000.0,4418.0,471250.0,,117792.0,6.15328e-05,0.1,1.3932681 +1759.8,1729.816,-0.027906947,1706.6003,7550000.0,4424.0,471875.0,,117952.0,6.12768e-05,0.1,1.5302861 +1761.6,1730.4459,-0.028147094,1706.5463,7560000.0,4430.0,472500.0,,118112.0,6.10208e-05,0.1,1.3749534 +1763.8,1731.106,-0.026880916,1706.4923,7570000.0,4436.0,473125.0,,118272.0,6.07648e-05,0.1,1.3872325 +1764.4,1731.7618,-0.023034949,1706.4386,7580000.0,4442.0,473750.0,,118432.0,6.05088e-05,0.1,1.4169762 +1764.2,1732.412,-0.011869707,1706.3849,7590000.0,4448.0,474375.0,,118592.0,6.02528e-05,0.1,1.4987425 +1762.6,1733.03,-0.026687872,1706.7146,7600000.0,4453.0,475000.0,,118720.0,6.0048e-05,0.1,1.2327313 +1758.0,1733.6401,-0.023024354,1706.6606,7610000.0,4459.0,475625.0,,118880.0,5.9792e-05,0.1,1.3580939 +1750.8,1734.2019,-0.025028111,1706.6069,7620000.0,4465.0,476250.0,,119040.0,5.9536e-05,0.1,1.443712 +1750.8,1734.766,-0.02546234,1706.5533,7630000.0,4471.0,476875.0,,119200.0,5.928e-05,0.1,1.3876374 +1750.4,1735.338,-0.027459621,1706.8811,7640000.0,4476.0,477500.0,,119360.0,5.9024e-05,0.1,1.3514463 +1747.4,1735.77,-0.010466977,1706.4465,7650000.0,4483.0,478125.0,,119520.0,5.8768e-05,0.1,1.3882451 +1749.8,1736.2241,-0.025359657,1706.7736,7660000.0,4488.0,478750.0,,119680.0,5.8512e-05,0.1,1.3958796 +1749.4,1736.6982,-0.023666542,1706.7201,7670000.0,4494.0,479375.0,,119840.0,5.8256e-05,0.1,1.3791922 +1743.4,1737.0902,-0.024645435,1706.6666,7680000.0,4500.0,480000.0,,120000.0,5.8e-05,0.1,1.3933194 +1741.8,1737.5359,-0.026481505,1706.6134,7690000.0,4506.0,480625.0,,120128.0,5.77952e-05,0.1,1.4218783 +1741.8,1737.9822,-0.023153676,1706.9386,7700000.0,4511.0,481250.0,,120288.0,5.75392e-05,0.1,1.4871908 +1741.8,1738.37,-0.025968127,1706.8851,7710000.0,4517.0,481875.0,,120448.0,5.72832e-05,0.1,1.4384432 +1744.6,1738.814,-0.025650637,1706.4545,7720000.0,4524.0,482500.0,,120608.0,5.70272e-05,0.1,1.4340081 +1746.2,1739.2699,-0.026872054,1706.7786,7730000.0,4529.0,483125.0,,120768.0,5.67712e-05,0.1,1.3969935 +1745.8,1739.706,-0.024736265,1706.7255,7740000.0,4535.0,483750.0,,120928.0,5.65152e-05,0.1,1.5003386 +1744.8,1740.15,-0.025667703,1706.6725,7750000.0,4541.0,484375.0,,121088.0,5.62592e-05,0.1,1.5619369 +1742.2,1740.5082,-0.023542644,1706.6198,7760000.0,4547.0,485000.0,,121248.0,5.60032e-05,0.1,1.4976391 +1742.0,1740.92,-0.027699156,1706.942,7770000.0,4552.0,485625.0,,121376.0,5.57984e-05,0.1,1.4391123 +1742.0,1741.264,-0.0031994649,1706.889,7780000.0,4558.0,486250.0,,121536.0,5.55424e-05,0.1,1.363381 +1735.4,1741.5262,-0.020535905,1706.836,7790000.0,4564.0,486875.0,,121696.0,5.52864e-05,0.1,1.449052 +1735.0,1741.7701,-0.028692672,1706.7833,7800000.0,4570.0,487500.0,,121856.0,5.50304e-05,0.1,1.3494868 +1735.2,1742.0122,-0.022052625,1706.7307,7810000.0,4576.0,488125.0,,122016.0,5.47744e-05,0.1,1.3158445 +1735.0,1742.2582,-0.024143156,1707.0509,7820000.0,4581.0,488750.0,,122176.0,5.45184e-05,0.1,1.3446494 +1738.0,1742.5302,-0.023927722,1706.626,7830000.0,4588.0,489375.0,,122336.0,5.42624e-05,0.1,1.3714023 +1739.4,1742.7861,-0.027570037,1706.5739,7840000.0,4594.0,490000.0,,122496.0,5.40064e-05,0.1,1.4584577 +1741.6,1743.0441,-0.025232255,1706.5217,7850000.0,4600.0,490625.0,,122656.0,5.37504e-05,0.1,1.2697068 +1741.0,1743.254,-0.024206216,1706.8403,7860000.0,4605.0,491250.0,,122784.0,5.35456e-05,0.1,1.376882 +1741.2,1743.4661,-0.019782646,1706.7881,7870000.0,4611.0,491875.0,,122944.0,5.32896e-05,0.1,1.3074046 +1741.2,1743.678,-0.023080977,1706.736,7880000.0,4617.0,492500.0,,123104.0,5.30336e-05,0.1,1.3303168 +1744.4,1743.8901,-0.023301674,1706.684,7890000.0,4623.0,493125.0,,123264.0,5.27776e-05,0.1,1.3346407 +1746.2,1744.1101,-0.0233262,1707.0009,7900000.0,4628.0,493750.0,,123424.0,5.25216e-05,0.1,1.2469482 +1748.8,1744.362,-0.022755526,1706.9486,7910000.0,4634.0,494375.0,,123584.0,5.22656e-05,0.1,1.3566303 +1750.0,1744.5459,-0.021270128,1706.8966,7920000.0,4640.0,495000.0,,123744.0,5.20096e-05,0.1,1.2410543 +1750.8,1744.7039,-0.0243399,1706.8446,7930000.0,4646.0,495625.0,,123904.0,5.17536e-05,0.1,1.31041 +1752.2,1744.846,-0.020980021,1707.1598,7940000.0,4651.0,496250.0,,124032.0,5.15488e-05,0.1,1.3030957 +1748.8,1744.928,-0.020201363,1707.1075,7950000.0,4657.0,496875.0,,124192.0,5.12928e-05,0.1,1.4428551 +1750.0,1744.9921,-0.023697378,1707.0555,7960000.0,4663.0,497500.0,,124352.0,5.10368e-05,0.1,1.2903008 +1749.8,1745.018,-0.021852348,1707.0037,7970000.0,4669.0,498125.0,,124512.0,5.07808e-05,0.1,1.2330389 +1752.2,1745.0559,-0.02204819,1706.9519,7980000.0,4675.0,498750.0,,124672.0,5.05248e-05,0.1,1.2171009 +1752.8,1745.102,-0.022415038,1707.265,7990000.0,4680.0,499375.0,,124832.0,5.02688e-05,0.1,1.2261875 +1752.4,1745.098,-0.022483438,1707.213,8000000.0,4686.0,500000.0,,124992.0,5.00128e-05,0.1,1.2347639 +1752.6,1745.1282,-0.023373334,1707.1611,8010000.0,4692.0,500625.0,,125152.0,4.97568e-05,0.1,1.1938652 +1758.4,1745.218,-0.024301404,1707.1094,8020000.0,4698.0,501250.0,,125312.0,4.95008e-05,0.1,1.4388727 +1758.2,1745.2961,-0.021809064,1707.0579,8030000.0,4704.0,501875.0,,125440.0,4.9296e-05,0.1,1.3112133 +1758.2,1745.3661,-0.021187998,1707.0063,8040000.0,4710.0,502500.0,,125600.0,4.904e-05,0.1,1.3585923 +1756.8,1745.4042,-0.024302136,1706.9551,8050000.0,4716.0,503125.0,,125760.0,4.8784e-05,0.1,1.439585 +1756.8,1745.48,-0.025010912,1706.9038,8060000.0,4722.0,503750.0,,125920.0,4.8528e-05,0.1,1.4301558 +1757.0,1745.5939,-0.020653598,1706.8528,8070000.0,4728.0,504375.0,,126080.0,4.8272e-05,0.1,1.2829885 +1756.0,1745.7382,-0.023945164,1707.1625,8080000.0,4733.0,505000.0,,126240.0,4.8016e-05,0.1,1.3177841 +1755.8,1745.888,-0.021062499,1706.7511,8090000.0,4740.0,505625.0,,126400.0,4.776e-05,0.1,1.3782347 +1756.0,1746.038,-0.023838293,1706.7004,8100000.0,4746.0,506250.0,,126560.0,4.7504e-05,0.1,1.3000497 +1756.8,1746.22,-0.023934945,1707.009,8110000.0,4751.0,506875.0,,126688.0,4.72992e-05,0.1,1.3052167 +1758.8,1746.4198,-0.023982165,1706.9581,8120000.0,4757.0,507500.0,,126848.0,4.70432e-05,0.1,1.2545285 +1758.8,1746.602,-0.021927696,1706.9075,8130000.0,4763.0,508125.0,,127008.0,4.67872e-05,0.1,1.2972078 +1758.2,1746.8,-0.02347403,1706.8568,8140000.0,4769.0,508750.0,,127168.0,4.65312e-05,0.1,1.4996258 +1758.8,1747.016,-0.026311167,1706.8063,8150000.0,4775.0,509375.0,,127328.0,4.62752e-05,0.1,1.374901 +1760.0,1747.2339,-0.024735782,1707.1129,8160000.0,4780.0,510000.0,,127488.0,4.60192e-05,0.1,1.3364081 +1760.0,1747.504,-0.022306051,1707.0623,8170000.0,4786.0,510625.0,,127648.0,4.57632e-05,0.1,1.3787234 +1760.4,1747.7861,-0.022495724,1707.0117,8180000.0,4792.0,511250.0,,127808.0,4.55072e-05,0.1,1.2447742 +1756.8,1748.022,-0.020784987,1706.9612,8190000.0,4798.0,511875.0,,127968.0,4.52512e-05,0.1,1.332675 +1758.0,1748.272,-0.02277769,1707.2662,8200000.0,4803.0,512500.0,,128096.0,4.50464e-05,0.1,1.2876965 +1758.2,1748.58,-0.021814896,1707.2157,8210000.0,4809.0,513125.0,,128256.0,4.47904e-05,0.1,1.3097975 +1760.4,1748.9202,-0.023112705,1707.1652,8220000.0,4815.0,513750.0,,128416.0,4.45344e-05,0.1,1.2814685 +1760.2,1749.2222,-0.0057916855,1707.1147,8230000.0,4821.0,514375.0,,128576.0,4.42784e-05,0.1,1.4184911 +1756.4,1749.5162,-0.023693237,1707.0645,8240000.0,4827.0,515000.0,,128736.0,4.40224e-05,0.1,1.4731147 +1757.0,1749.8302,0.0024291957,1707.0143,8250000.0,4833.0,515625.0,,128896.0,4.37664e-05,0.1,1.3600649 +1757.6,1750.1361,-0.024511496,1706.9642,8260000.0,4839.0,516250.0,,129056.0,4.35104e-05,0.1,1.2980974 +1757.8,1750.448,-0.021879751,1706.9143,8270000.0,4845.0,516875.0,,129216.0,4.32544e-05,0.1,1.2806225 +1754.8,1750.7059,-0.02030052,1706.8646,8280000.0,4851.0,517500.0,,129344.0,4.30496e-05,0.1,1.3949052 +1753.6,1750.94,-0.024578238,1706.815,8290000.0,4857.0,518125.0,,129504.0,4.27936e-05,0.1,1.2703857 +1755.8,1751.17,-0.018465172,1706.4144,8300000.0,4864.0,518750.0,,129664.0,4.25376e-05,0.1,1.1767948 +1758.0,1751.3779,-0.022093173,1706.3655,8310000.0,4870.0,519375.0,,129824.0,4.22816e-05,0.1,1.2371111 +1758.6,1751.5739,-0.021351075,1706.6666,8320000.0,4875.0,520000.0,,129984.0,4.20256e-05,0.1,1.3870943 +1758.8,1751.7959,-0.023198772,1706.268,8330000.0,4882.0,520625.0,,130144.0,4.17696e-05,0.1,1.3201799 +1758.6,1752.0079,-0.023851877,1706.2194,8340000.0,4888.0,521250.0,,130304.0,4.15136e-05,0.1,1.3739059 +1758.6,1752.2198,-0.024704833,1706.5195,8350000.0,4893.0,521875.0,,130464.0,4.12576e-05,0.1,1.2997738 +1759.0,1752.4098,-0.019143809,1706.4707,8360000.0,4899.0,522500.0,,130624.0,4.10016e-05,0.1,1.2490159 +1760.8,1752.6017,-0.022777027,1706.422,8370000.0,4905.0,523125.0,,130752.0,4.07968e-05,0.1,1.3316958 +1760.2,1752.7919,-0.020475524,1706.3734,8380000.0,4911.0,523750.0,,130912.0,4.05408e-05,0.1,1.3129774 +1759.4,1752.962,-0.01634786,1706.325,8390000.0,4917.0,524375.0,,131072.0,4.02848e-05,0.1,1.3003093 +1758.0,1753.0281,-0.019131692,1706.2766,8400000.0,4923.0,525000.0,,131232.0,4.00288e-05,0.1,1.1933943 +1763.0,1753.148,-0.021688728,1706.2284,8410000.0,4929.0,525625.0,,131392.0,3.97728e-05,0.1,1.2155054 +1762.0,1753.2621,-0.021417817,1706.1803,8420000.0,4935.0,526250.0,,131552.0,3.95168e-05,0.1,1.3431437 +1761.6,1753.374,-0.022474032,1706.1323,8430000.0,4941.0,526875.0,,131712.0,3.92608e-05,0.1,1.4138916 +1763.2,1753.438,-0.024862949,1706.0845,8440000.0,4947.0,527500.0,,131872.0,3.90048e-05,0.1,1.3676766 +1764.0,1753.5099,-0.022711333,1706.3812,8450000.0,4952.0,528125.0,,132000.0,3.88e-05,0.1,1.3668116 +1764.0,1753.58,-0.023552386,1706.3333,8460000.0,4958.0,528750.0,,132160.0,3.8544e-05,0.1,1.2313447 +1768.8,1753.68,-0.021280663,1706.2853,8470000.0,4964.0,529375.0,,132320.0,3.8288e-05,0.1,1.2673165 +1766.2,1753.75,-0.018649856,1706.2374,8480000.0,4970.0,530000.0,,132480.0,3.8032e-05,0.1,1.1795137 +1765.4,1753.8141,-0.021741714,1706.1897,8490000.0,4976.0,530625.0,,132640.0,3.7776e-05,0.1,1.2831675 +1762.4,1753.8662,-0.0023450654,1706.1421,8500000.0,4982.0,531250.0,,132800.0,3.752e-05,0.1,1.3777494 +1769.8,1753.9641,-0.023160057,1706.0946,8510000.0,4988.0,531875.0,,132960.0,3.7264e-05,0.1,1.3854027 +1769.6,1754.058,-0.020458844,1706.0472,8520000.0,4994.0,532500.0,,133120.0,3.7008e-05,0.1,1.3700398 +1766.0,1754.106,-0.02372199,1706.3413,8530000.0,4999.0,533125.0,,133280.0,3.6752e-05,0.1,1.5351857 +1766.0,1754.1698,-0.025139656,1706.2937,8540000.0,5005.0,533750.0,,133408.0,3.65472e-05,0.1,1.4365346 +1769.2,1754.2639,-0.023471666,1706.2462,8550000.0,5011.0,534375.0,,133568.0,3.62912e-05,0.1,1.3866774 +1769.2,1754.34,-0.023011133,1706.199,8560000.0,5017.0,535000.0,,133728.0,3.60352e-05,0.1,1.3248471 +1769.4,1754.3961,-0.019425767,1706.1517,8570000.0,5023.0,535625.0,,133888.0,3.57792e-05,0.1,1.2494214 +1769.4,1754.4463,-0.01875989,1706.1046,8580000.0,5029.0,536250.0,,134048.0,3.55232e-05,0.1,1.2008163 +1769.0,1754.4943,-0.021463366,1705.7189,8590000.0,5036.0,536875.0,,134208.0,3.52672e-05,0.1,1.4050711 +1766.0,1754.5281,-0.02075116,1706.0107,8600000.0,5041.0,537500.0,,134368.0,3.50112e-05,0.1,1.2390676 +1766.6,1754.614,-0.020439448,1705.964,8610000.0,5047.0,538125.0,,134528.0,3.47552e-05,0.1,1.2572215 +1769.0,1754.7959,-0.01966256,1705.9172,8620000.0,5053.0,538750.0,,134656.0,3.45504e-05,0.1,1.3703575 +1769.0,1754.978,-0.020022994,1706.208,8630000.0,5058.0,539375.0,,134816.0,3.42944e-05,0.1,1.3709806 +1769.4,1755.1681,-0.023181846,1706.1611,8640000.0,5064.0,540000.0,,134976.0,3.40384e-05,0.1,1.4271954 +1769.6,1755.39,-0.023406383,1706.1144,8650000.0,5070.0,540625.0,,135136.0,3.37824e-05,0.1,1.3429585 +1766.0,1755.552,-0.020485608,1706.0677,8660000.0,5076.0,541250.0,,135296.0,3.35264e-05,0.1,1.3361461 +1765.8,1755.7161,-0.01901522,1706.0212,8670000.0,5082.0,541875.0,,135456.0,3.32704e-05,0.1,1.252391 +1766.0,1755.942,-0.019163342,1705.9749,8680000.0,5088.0,542500.0,,135616.0,3.30144e-05,0.1,1.2504177 +1767.0,1756.1938,-0.016569417,1705.9286,8690000.0,5094.0,543125.0,,135776.0,3.27584e-05,0.1,1.246438 +1765.2,1756.4281,-0.019285966,1705.8823,8700000.0,5100.0,543750.0,,135936.0,3.25024e-05,0.1,1.2735095 +1768.4,1756.6941,-0.02045016,1705.8363,8710000.0,5106.0,544375.0,,136064.0,3.22976e-05,0.1,1.2975057 +1769.6,1756.9441,-0.01717485,1705.7903,8720000.0,5112.0,545000.0,,136224.0,3.20416e-05,0.1,1.3033392 +1772.0,1757.202,-0.020613907,1705.7444,8730000.0,5118.0,545625.0,,136384.0,3.17856e-05,0.1,1.3951854 +1771.4,1757.4581,-0.019022543,1705.6987,8740000.0,5124.0,546250.0,,136544.0,3.15296e-05,0.1,1.4249179 +1771.6,1757.726,-0.023796052,1705.6531,8750000.0,5130.0,546875.0,,136704.0,3.12736e-05,0.1,1.3269773 +1774.4,1758.0481,-0.019750085,1705.6074,8760000.0,5136.0,547500.0,,136864.0,3.10176e-05,0.1,1.1408432 +1769.6,1758.3239,-0.017960433,1705.8938,8770000.0,5141.0,548125.0,,137024.0,3.07616e-05,0.1,1.2409859 +1769.2,1758.596,-0.020762088,1705.848,8780000.0,5147.0,548750.0,,137184.0,3.05056e-05,0.1,1.2743385 +1769.4,1758.936,-0.017448738,1706.1335,8790000.0,5152.0,549375.0,,137312.0,3.03008e-05,0.1,1.2210209 +1768.4,1759.27,-0.015928227,1706.0876,8800000.0,5158.0,550000.0,,137472.0,3.00448e-05,0.1,1.1890032 +1768.2,1759.6001,-0.018864254,1706.0419,8810000.0,5164.0,550625.0,,137632.0,2.97888e-05,0.1,1.1989182 +1768.4,1759.9342,-0.016627682,1705.6663,8820000.0,5171.0,551250.0,,137792.0,2.95328e-05,0.1,1.4470316 +1763.8,1760.192,-0.019083295,1705.9506,8830000.0,5176.0,551875.0,,137952.0,2.92768e-05,0.1,1.5116329 +1764.2,1760.44,-0.021767711,1705.5759,8840000.0,5183.0,552500.0,,138112.0,2.90208e-05,0.1,1.5199835 +1764.2,1760.6661,-0.022640143,1705.5309,8850000.0,5189.0,553125.0,,138272.0,2.87648e-05,0.1,1.3635327 +1765.0,1760.9061,-0.01779239,1705.4861,8860000.0,5195.0,553750.0,,138432.0,2.85088e-05,0.1,1.2454036 +1764.2,1761.1361,-0.018137245,1705.4413,8870000.0,5201.0,554375.0,,138592.0,2.82528e-05,0.1,1.2430027 +1760.6,1761.33,0.00078004133,1705.3966,8880000.0,5207.0,555000.0,,138720.0,2.8048e-05,0.1,1.3226498 +1759.8,1761.4839,-0.018356327,1705.352,8890000.0,5213.0,555625.0,,138880.0,2.7792e-05,0.1,1.2265158 +1760.4,1761.626,-0.014602679,1705.3075,8900000.0,5219.0,556250.0,,139040.0,2.7536e-05,0.1,1.1973721 +1759.2,1761.73,-0.017851643,1705.2632,8910000.0,5225.0,556875.0,,139200.0,2.728e-05,0.1,1.3437607 +1759.4,1761.8241,-0.0186502,1705.5449,8920000.0,5230.0,557500.0,,139360.0,2.7024e-05,0.1,1.5014743 +1758.8,1761.904,-0.021274978,1705.5004,8930000.0,5236.0,558125.0,,139520.0,2.6768e-05,0.1,1.4908953 +1759.0,1761.972,-0.020043962,1705.4559,8940000.0,5242.0,558750.0,,139680.0,2.6512e-05,0.1,1.3696116 +1759.2,1762.076,-0.02108897,1705.4116,8950000.0,5248.0,559375.0,,139840.0,2.6256e-05,0.1,1.3735266 +1759.8,1762.174,-0.02082602,1705.3673,8960000.0,5254.0,560000.0,,140000.0,2.6e-05,0.1,1.2781736 +1760.0,1762.2759,-0.019345516,1705.6475,8970000.0,5259.0,560625.0,,140128.0,2.57952e-05,0.1,1.4481277 +1758.8,1762.342,-0.016880302,1705.603,8980000.0,5265.0,561250.0,,140288.0,2.55392e-05,0.1,1.2037936 +1759.8,1762.412,0.011413708,1705.5587,8990000.0,5271.0,561875.0,,140448.0,2.52832e-05,0.1,1.2670954 +1763.0,1762.518,-0.015909106,1705.5145,9000000.0,5277.0,562500.0,,140608.0,2.50272e-05,0.1,1.1730382 +1760.4,1762.596,-0.015643839,1705.7932,9010000.0,5282.0,563125.0,,140768.0,2.47712e-05,0.1,1.2801669 +1757.6,1762.588,-0.020236254,1705.7489,9020000.0,5288.0,563750.0,,140928.0,2.45152e-05,0.1,1.4751815 +1756.0,1762.5659,-0.018793141,1705.7046,9030000.0,5294.0,564375.0,,141088.0,2.42592e-05,0.1,1.4056783 +1756.2,1762.5461,-0.019668065,1705.6604,9040000.0,5300.0,565000.0,,141248.0,2.40032e-05,0.1,1.3549814 +1760.8,1762.5859,-0.0197375,1705.9377,9050000.0,5305.0,565625.0,,141376.0,2.37984e-05,0.1,1.3375863 +1764.8,1762.6661,-0.020644631,1705.8934,9060000.0,5311.0,566250.0,,141536.0,2.35424e-05,0.1,1.2925637 +1765.0,1762.746,-0.017694756,1705.8491,9070000.0,5317.0,566875.0,,141696.0,2.32864e-05,0.1,1.31552 +1765.0,1762.8359,-0.015822573,1705.805,9080000.0,5323.0,567500.0,,141856.0,2.30304e-05,0.1,1.3543687 +1764.2,1762.92,-0.017686695,1705.761,9090000.0,5329.0,568125.0,,142016.0,2.27744e-05,0.1,1.283448 +1768.4,1763.0442,-0.015443044,1705.7169,9100000.0,5335.0,568750.0,,142176.0,2.25184e-05,0.1,1.3650846 +1769.4,1763.1702,-0.018930187,1705.6731,9110000.0,5341.0,569375.0,,142336.0,2.22624e-05,0.1,1.411277 +1773.8,1763.3202,-0.021195766,1705.6293,9120000.0,5347.0,570000.0,,142496.0,2.20064e-05,0.1,1.3732042 +1774.4,1763.4761,-0.019455247,1705.5857,9130000.0,5353.0,570625.0,,142656.0,2.17504e-05,0.1,1.4115748 +1774.2,1763.6361,-0.01814979,1705.5421,9140000.0,5359.0,571250.0,,142784.0,2.15456e-05,0.1,1.4312079 +1774.4,1763.7922,-0.016847875,1705.4987,9150000.0,5365.0,571875.0,,142944.0,2.12896e-05,0.1,1.2737665 +1774.4,1763.9363,-0.0084748035,1705.4552,9160000.0,5371.0,572500.0,,143104.0,2.10336e-05,0.1,1.1407382 +1775.4,1764.0902,-0.015287461,1705.7291,9170000.0,5376.0,573125.0,,143264.0,2.07776e-05,0.1,1.3039815 +1775.4,1764.2404,-0.017074903,1705.6857,9180000.0,5382.0,573750.0,,143424.0,2.05216e-05,0.1,1.1354663 +1774.6,1764.4181,-0.016542653,1705.6422,9190000.0,5388.0,574375.0,,143584.0,2.02656e-05,0.1,1.2382004 +1776.8,1764.6061,-0.01668925,1705.5988,9200000.0,5394.0,575000.0,,143744.0,2.00096e-05,0.1,1.2644925 +1777.4,1764.798,-0.016536271,1705.5555,9210000.0,5400.0,575625.0,,143904.0,1.97536e-05,0.1,1.3641807 +1777.8,1764.9719,-0.016474815,1705.8279,9220000.0,5405.0,576250.0,,144032.0,1.95488e-05,0.1,1.298065 +1777.4,1765.144,-0.01670604,1705.7845,9230000.0,5411.0,576875.0,,144192.0,1.92928e-05,0.1,1.3544581 +1782.8,1765.4081,-0.018503852,1705.7412,9240000.0,5417.0,577500.0,,144352.0,1.90368e-05,0.1,1.4329321 +1783.0,1765.6681,-0.018856592,1705.698,9250000.0,5423.0,578125.0,,144512.0,1.87808e-05,0.1,1.3595626 +1784.8,1765.94,-0.017828524,1705.6548,9260000.0,5429.0,578750.0,,144672.0,1.85248e-05,0.1,1.3717594 +1781.6,1766.178,-0.015328909,1705.6118,9270000.0,5435.0,579375.0,,144832.0,1.82688e-05,0.1,1.2340381 +1780.6,1766.4358,-0.0025051783,1705.5688,9280000.0,5441.0,580000.0,,144992.0,1.80128e-05,0.1,1.2252345 +1781.0,1766.7098,-0.012478934,1705.526,9290000.0,5447.0,580625.0,,145152.0,1.77568e-05,0.1,1.2760841 +1779.4,1766.9459,-0.015335324,1705.796,9300000.0,5452.0,581250.0,,145312.0,1.75008e-05,0.1,1.2267517 +1776.4,1767.1301,-0.015603098,1705.753,9310000.0,5458.0,581875.0,,145440.0,1.7296e-05,0.1,1.2369204 +1775.8,1767.302,-0.01615782,1705.7101,9320000.0,5464.0,582500.0,,145600.0,1.704e-05,0.1,1.3041265 +1775.2,1767.4663,-0.017476074,1705.9791,9330000.0,5469.0,583125.0,,145760.0,1.6784e-05,0.1,1.3531548 +1774.6,1767.626,-0.01717114,1705.936,9340000.0,5475.0,583750.0,,145920.0,1.6528e-05,0.1,1.3516599 +1774.0,1767.78,-0.018618593,1705.8931,9350000.0,5481.0,584375.0,,146080.0,1.6272e-05,0.1,1.3613942 +1774.0,1767.93,-0.017348472,1705.8502,9360000.0,5487.0,585000.0,,146240.0,1.6016e-05,0.1,1.334458 +1768.0,1768.0021,-0.015202988,1705.8074,9370000.0,5493.0,585625.0,,146400.0,1.576e-05,0.1,1.2329693 +1769.2,1768.092,-0.016844552,1705.7646,9380000.0,5499.0,586250.0,,146560.0,1.5504e-05,0.1,1.2926648 +1768.0,1768.1781,-0.018022174,1705.722,9390000.0,5505.0,586875.0,,146688.0,1.52992e-05,0.1,1.2639434 +1767.8,1768.2759,-0.010918324,1705.6796,9400000.0,5511.0,587500.0,,146848.0,1.50432e-05,0.1,1.2434083 +1767.8,1768.3241,-0.014068715,1705.6371,9410000.0,5517.0,588125.0,,147008.0,1.47872e-05,0.1,1.2964673 +1768.8,1768.3918,-0.015073976,1705.5947,9420000.0,5523.0,588750.0,,147168.0,1.45312e-05,0.1,1.3363947 +1768.2,1768.458,-0.015826805,1705.5525,9430000.0,5529.0,589375.0,,147328.0,1.42752e-05,0.1,1.3502852 +1768.4,1768.51,-0.016168853,1705.5104,9440000.0,5535.0,590000.0,,147488.0,1.40192e-05,0.1,1.3617024 +1772.0,1768.59,-0.015727699,1705.4684,9450000.0,5541.0,590625.0,,147648.0,1.37632e-05,0.1,1.3631046 +1772.2,1768.6722,-0.016185148,1705.4264,9460000.0,5547.0,591250.0,,147808.0,1.35072e-05,0.1,1.338418 +1772.2,1768.7063,-0.01516203,1705.3845,9470000.0,5553.0,591875.0,,147968.0,1.32512e-05,0.1,1.26785 +1770.8,1768.7521,-0.014317707,1705.6495,9480000.0,5558.0,592500.0,,148096.0,1.30464e-05,0.1,1.2770169 +1774.8,1768.8461,-0.015148801,1705.6074,9490000.0,5564.0,593125.0,,148256.0,1.27904e-05,0.1,1.2410282 +1775.8,1768.98,-0.012006418,1705.5656,9500000.0,5570.0,593750.0,,148416.0,1.25344e-05,0.1,1.2676761 +1776.6,1769.048,-0.012288718,1705.5237,9510000.0,5576.0,594375.0,,148576.0,1.22784e-05,0.1,1.2368308 +1779.6,1769.1478,-0.014719416,1705.4819,9520000.0,5582.0,595000.0,,148736.0,1.20224e-05,0.1,1.3185482 +1784.4,1769.332,-0.01671656,1705.7455,9530000.0,5587.0,595625.0,,148896.0,1.17664e-05,0.1,1.3981373 +1784.6,1769.518,-0.016567998,1705.7036,9540000.0,5593.0,596250.0,,149056.0,1.15104e-05,0.1,1.4160132 +1785.4,1769.68,-0.013060982,1705.6617,9550000.0,5599.0,596875.0,,149216.0,1.12544e-05,0.1,1.2520349 +1786.4,1769.8522,-0.01424553,1705.62,9560000.0,5605.0,597500.0,,149344.0,1.10496e-05,0.1,1.2389925 +1786.0,1770.0181,-0.0132524455,1705.8823,9570000.0,5610.0,598125.0,,149504.0,1.07936e-05,0.1,1.3191247 +1785.4,1770.1781,-0.014212338,1705.8405,9580000.0,5616.0,598750.0,,149664.0,1.05376e-05,0.1,1.2033755 +1784.8,1770.336,0.0005768226,1705.7987,9590000.0,5622.0,599375.0,,149824.0,1.02816e-05,0.1,1.3263307 +1788.6,1770.562,-0.012666139,1705.757,9600000.0,5628.0,600000.0,,149984.0,1.00256e-05,0.1,1.2797284 +1788.8,1770.784,-0.011833232,1705.7153,9610000.0,5634.0,600625.0,,150144.0,9.7696e-06,0.1,1.3274341 +1782.4,1770.918,0.001152162,1705.6737,9620000.0,5640.0,601250.0,,150304.0,9.5136e-06,0.1,1.3324889 +1784.8,1771.0759,-0.014165907,1705.6323,9630000.0,5646.0,601875.0,,150464.0,9.2576e-06,0.1,1.2998856 +1785.4,1771.236,-0.010644218,1705.591,9640000.0,5652.0,602500.0,,150624.0,9.0016e-06,0.1,1.2232046 +1785.4,1771.3942,-0.01457296,1705.8512,9650000.0,5657.0,603125.0,,150752.0,8.7968e-06,0.1,1.3109361 +1781.0,1771.5442,-0.010049242,1705.8097,9660000.0,5663.0,603750.0,,150912.0,8.5408e-06,0.1,1.2235293 +1781.2,1771.6982,-0.005145685,1705.7682,9670000.0,5669.0,604375.0,,151072.0,8.2848e-06,0.1,1.2917283 +1782.4,1771.8622,-0.014040931,1705.7269,9680000.0,5675.0,605000.0,,151232.0,8.0288e-06,0.1,1.3377216 +1781.2,1772.0043,-0.0097817015,1705.6857,9690000.0,5681.0,605625.0,,151392.0,7.7728e-06,0.1,1.1741152 +1782.0,1772.1722,-0.010129332,1705.6444,9700000.0,5687.0,606250.0,,151552.0,7.5168e-06,0.1,1.2012808 +1781.4,1772.3024,-0.012002143,1705.6034,9710000.0,5693.0,606875.0,,151712.0,7.2608e-06,0.1,1.3102881 +1781.4,1772.4202,-0.01193168,1705.5624,9720000.0,5699.0,607500.0,,151872.0,7.0048e-06,0.1,1.1872045 +1782.0,1772.5201,-0.0121081965,1705.8204,9730000.0,5704.0,608125.0,,152000.0,6.8e-06,0.1,1.2410525 +1782.6,1772.6322,-0.011121677,1705.7793,9740000.0,5710.0,608750.0,,152160.0,6.544e-06,0.1,1.2730789 +1782.0,1772.7361,-0.0083564725,1705.44,9750000.0,5717.0,609375.0,,152320.0,6.288e-06,0.1,1.2900734 +1781.6,1772.808,-0.009057489,1705.3993,9760000.0,5723.0,610000.0,,152480.0,6.032e-06,0.1,1.1614426 +1781.6,1772.9279,-0.011281108,1705.3586,9770000.0,5729.0,610625.0,,152640.0,5.776e-06,0.1,1.2442732 +1781.2,1773.048,-0.008721462,1705.3182,9780000.0,5735.0,611250.0,,152800.0,5.52e-06,0.1,1.2646291 +1782.4,1773.178,-0.011309825,1705.2778,9790000.0,5741.0,611875.0,,152960.0,5.264e-06,0.1,1.1473738 +1784.0,1773.3341,-0.008900008,1705.5343,9800000.0,5746.0,612500.0,,153120.0,5.008e-06,0.1,1.2877452 +1781.4,1773.4661,-0.010842119,1705.4938,9810000.0,5752.0,613125.0,,153280.0,4.752e-06,0.1,1.4158181 +1784.6,1773.6282,-0.010620194,1705.4532,9820000.0,5758.0,613750.0,,153408.0,4.5472e-06,0.1,1.3837229 +1784.4,1773.8341,-0.012453635,1705.413,9830000.0,5764.0,614375.0,,153568.0,4.2912e-06,0.1,1.2983298 +1785.4,1774.0461,-0.009874369,1705.3726,9840000.0,5770.0,615000.0,,153728.0,4.0352e-06,0.1,1.2477162 +1791.8,1774.322,-0.008229373,1705.3324,9850000.0,5776.0,615625.0,,153888.0,3.7792e-06,0.1,1.2960569 +1791.0,1774.582,-0.009092334,1705.5873,9860000.0,5781.0,616250.0,,154048.0,3.5232e-06,0.1,1.3228004 +1790.6,1774.8461,-0.008993852,1705.5469,9870000.0,5787.0,616875.0,,154208.0,3.2672e-06,0.1,1.2697525 +1789.8,1775.1378,-0.006373696,1705.5066,9880000.0,5793.0,617500.0,,154368.0,3.0112e-06,0.1,1.1622083 +1794.8,1775.4878,-0.0068358756,1705.4664,9890000.0,5799.0,618125.0,,154528.0,2.7552e-06,0.1,1.3535349 +1794.8,1775.8319,-0.00631252,1705.7202,9900000.0,5804.0,618750.0,,154656.0,2.5504e-06,0.1,1.1081703 +1794.2,1776.1819,-0.006689367,1705.6798,9910000.0,5810.0,619375.0,,154816.0,2.2944e-06,0.1,1.2526917 +1793.0,1776.518,-0.009066467,1705.6396,9920000.0,5816.0,620000.0,,154976.0,2.0384e-06,0.1,1.2874312 +1793.6,1776.866,-0.010244152,1705.5995,9930000.0,5822.0,620625.0,,155136.0,1.7824e-06,0.1,1.3580434 +1793.2,1777.2081,-0.0077258847,1705.5593,9940000.0,5828.0,621250.0,,155296.0,1.5264e-06,0.1,1.334442 +1791.2,1777.528,-0.0050638453,1705.5194,9950000.0,5834.0,621875.0,,155456.0,1.2704e-06,0.1,1.2825394 +1790.0,1777.83,-0.008170532,1705.4795,9960000.0,5840.0,622500.0,,155616.0,1.0144e-06,0.1,1.2390604 +1789.6,1778.126,-0.0053316904,1705.148,9970000.0,5847.0,623125.0,,155776.0,7.584e-07,0.1,1.2140871 +1789.4,1778.432,-0.0051004197,1705.3999,9980000.0,5852.0,623750.0,,155936.0,5.024e-07,0.1,1.1971971 +1787.8,1778.7119,-0.0045630317,1705.3602,9990000.0,5858.0,624375.0,,156064.0,2.976e-07,0.1,1.0724746 +1788.8,1778.97,-0.0051104375,1705.6115,10000000.0,5863.0,625000.0,,156224.0,4.16e-08,0.1,1.244158 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_eval.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..f421b28ca534703f13a104a26d0fb1fb746784f8 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1778.969970703125, + "strength": 1187.2559814453125, + "max_strength": 1713.4000244140625, + "final_strength": 1707.4000244140625, + "sample_efficiency": 2.8002759222545137e-07, + "training_efficiency": 1.795058233255986e-05, + "stability": 0.9993552565574646 + }, + "local": { + "mean_returns": [ + 78.0, + 102.96295928955078, + 120.0, + 141.50942993164062, + 147.05882263183594, + 152.77108764648438, + 162.55319213867188, + 174.1999969482422, + 194.60000610351562, + 207.39999389648438, + 223.60000610351562, + 235.8000030517578, + 250.39999389648438, + 269.20001220703125, + 279.0, + 287.79998779296875, + 315.79998779296875, + 319.20001220703125, + 335.3999938964844, + 359.0, + 370.6000061035156, + 385.0, + 394.20001220703125, + 396.0, + 408.20001220703125, + 416.3999938964844, + 434.79998779296875, + 437.6000061035156, + 447.79998779296875, + 462.3999938964844, + 465.0, + 475.79998779296875, + 485.0, + 478.20001220703125, + 483.20001220703125, + 482.20001220703125, + 486.0, + 494.6000061035156, + 511.6000061035156, + 513.5999755859375, + 518.4000244140625, + 524.5999755859375, + 530.4000244140625, + 538.2000122070312, + 549.0, + 552.7999877929688, + 553.7999877929688, + 557.7999877929688, + 555.4000244140625, + 560.2000122070312, + 563.5999755859375, + 564.2000122070312, + 568.4000244140625, + 579.4000244140625, + 581.2000122070312, + 577.2000122070312, + 590.4000244140625, + 595.0, + 593.5999755859375, + 599.4000244140625, + 600.0, + 600.2000122070312, + 606.7999877929688, + 610.7999877929688, + 610.7999877929688, + 613.4000244140625, + 621.5999755859375, + 633.4000244140625, + 637.4000244140625, + 648.0, + 653.7999877929688, + 659.2000122070312, + 656.7999877929688, + 659.5999755859375, + 672.2000122070312, + 675.4000244140625, + 675.7999877929688, + 683.0, + 686.0, + 685.4000244140625, + 688.0, + 686.7999877929688, + 688.5999755859375, + 694.2000122070312, + 694.4000244140625, + 694.2000122070312, + 692.4000244140625, + 687.0, + 689.4000244140625, + 684.5999755859375, + 684.0, + 689.5999755859375, + 690.0, + 688.4000244140625, + 690.5999755859375, + 691.5999755859375, + 688.7999877929688, + 690.0, + 696.4000244140625, + 698.5999755859375, + 703.2000122070312, + 703.0, + 702.4000244140625, + 704.5999755859375, + 705.5999755859375, + 706.5999755859375, + 713.7999877929688, + 718.4000244140625, + 720.2000122070312, + 723.4000244140625, + 727.4000244140625, + 729.5999755859375, + 729.2000122070312, + 729.0, + 731.2000122070312, + 730.7999877929688, + 729.0, + 736.4000244140625, + 735.0, + 737.4000244140625, + 735.7999877929688, + 738.4000244140625, + 741.7999877929688, + 746.4000244140625, + 744.2000122070312, + 746.7999877929688, + 752.0, + 751.4000244140625, + 746.5999755859375, + 750.5999755859375, + 754.4000244140625, + 755.0, + 759.2000122070312, + 763.7999877929688, + 765.4000244140625, + 765.5999755859375, + 767.0, + 777.5999755859375, + 779.7999877929688, + 781.2000122070312, + 784.0, + 785.5999755859375, + 779.7999877929688, + 782.0, + 786.7999877929688, + 794.4000244140625, + 796.2000122070312, + 797.7999877929688, + 800.5999755859375, + 807.4000244140625, + 812.2000122070312, + 810.4000244140625, + 809.2000122070312, + 808.7999877929688, + 811.5999755859375, + 809.5999755859375, + 812.7999877929688, + 811.7999877929688, + 807.5999755859375, + 805.5999755859375, + 803.0, + 803.4000244140625, + 800.7999877929688, + 806.2000122070312, + 814.7999877929688, + 813.7999877929688, + 815.7999877929688, + 813.4000244140625, + 813.5999755859375, + 815.2000122070312, + 816.5999755859375, + 817.4000244140625, + 820.7999877929688, + 826.2000122070312, + 824.2000122070312, + 822.4000244140625, + 820.7999877929688, + 820.5999755859375, + 819.4000244140625, + 817.0, + 818.7999877929688, + 818.4000244140625, + 816.7999877929688, + 812.0, + 807.7999877929688, + 807.4000244140625, + 806.5999755859375, + 806.2000122070312, + 807.2000122070312, + 806.2000122070312, + 801.0, + 801.5999755859375, + 797.2000122070312, + 793.4000244140625, + 793.7999877929688, + 794.5999755859375, + 797.7999877929688, + 796.0, + 795.5999755859375, + 795.7999877929688, + 799.7999877929688, + 796.2000122070312, + 797.0, + 800.4000244140625, + 805.7999877929688, + 807.5999755859375, + 814.4000244140625, + 812.7999877929688, + 805.7999877929688, + 802.7999877929688, + 804.5999755859375, + 808.2000122070312, + 807.4000244140625, + 810.7999877929688, + 815.2000122070312, + 813.2000122070312, + 813.0, + 813.5999755859375, + 811.7999877929688, + 812.5999755859375, + 814.7999877929688, + 814.4000244140625, + 818.4000244140625, + 816.7999877929688, + 812.5999755859375, + 805.7999877929688, + 805.5999755859375, + 804.7999877929688, + 807.5999755859375, + 813.4000244140625, + 814.5999755859375, + 812.5999755859375, + 804.2000122070312, + 805.7999877929688, + 803.7999877929688, + 804.0, + 806.2000122070312, + 805.4000244140625, + 806.7999877929688, + 810.4000244140625, + 810.7999877929688, + 809.0, + 808.2000122070312, + 808.2000122070312, + 810.5999755859375, + 813.0, + 815.2000122070312, + 819.2000122070312, + 817.7999877929688, + 816.7999877929688, + 814.0, + 815.2000122070312, + 819.4000244140625, + 824.0, + 827.0, + 828.0, + 829.4000244140625, + 829.7999877929688, + 831.0, + 826.0, + 825.2000122070312, + 822.5999755859375, + 822.7999877929688, + 827.5999755859375, + 825.2000122070312, + 821.4000244140625, + 822.4000244140625, + 827.2000122070312, + 827.4000244140625, + 826.7999877929688, + 829.0, + 831.0, + 836.5999755859375, + 838.0, + 837.7999877929688, + 837.7999877929688, + 837.4000244140625, + 838.0, + 837.0, + 836.7999877929688, + 836.5999755859375, + 839.5999755859375, + 843.4000244140625, + 844.7999877929688, + 846.2000122070312, + 846.2000122070312, + 853.2000122070312, + 855.0, + 854.7999877929688, + 849.7999877929688, + 852.0, + 850.7999877929688, + 848.2000122070312, + 848.4000244140625, + 846.2000122070312, + 845.7999877929688, + 841.4000244140625, + 842.2000122070312, + 843.5999755859375, + 840.5999755859375, + 838.7999877929688, + 837.7999877929688, + 835.2000122070312, + 832.4000244140625, + 833.4000244140625, + 834.7999877929688, + 832.5999755859375, + 829.7999877929688, + 831.2000122070312, + 828.4000244140625, + 833.4000244140625, + 833.5999755859375, + 829.4000244140625, + 831.7999877929688, + 832.0, + 827.5999755859375, + 824.2000122070312, + 829.7999877929688, + 832.0, + 832.7999877929688, + 837.7999877929688, + 837.7999877929688, + 841.5999755859375, + 841.7999877929688, + 843.5999755859375, + 844.5999755859375, + 840.4000244140625, + 843.5999755859375, + 843.4000244140625, + 840.2000122070312, + 842.5999755859375, + 841.2000122070312, + 841.0, + 846.4000244140625, + 846.5999755859375, + 845.4000244140625, + 848.0, + 850.2000122070312, + 851.5999755859375, + 849.5999755859375, + 847.7999877929688, + 844.7999877929688, + 840.0, + 837.7999877929688, + 833.5999755859375, + 835.2000122070312, + 831.7999877929688, + 836.4000244140625, + 836.4000244140625, + 836.2000122070312, + 837.5999755859375, + 837.2000122070312, + 832.4000244140625, + 832.7999877929688, + 830.7999877929688, + 830.2000122070312, + 828.7999877929688, + 824.2000122070312, + 823.5999755859375, + 822.0, + 824.5999755859375, + 823.5999755859375, + 821.7999877929688, + 828.2000122070312, + 831.2000122070312, + 834.4000244140625, + 834.0, + 836.4000244140625, + 836.7999877929688, + 834.2000122070312, + 834.4000244140625, + 829.2000122070312, + 832.5999755859375, + 835.7999877929688, + 837.0, + 839.5999755859375, + 836.4000244140625, + 837.5999755859375, + 840.7999877929688, + 840.4000244140625, + 842.5999755859375, + 835.7999877929688, + 836.5999755859375, + 835.2000122070312, + 837.4000244140625, + 834.7999877929688, + 833.5999755859375, + 827.7999877929688, + 830.4000244140625, + 828.0, + 831.2000122070312, + 828.7999877929688, + 832.7999877929688, + 832.4000244140625, + 832.7999877929688, + 831.0, + 831.0, + 832.2000122070312, + 833.4000244140625, + 835.0, + 836.7999877929688, + 838.0, + 841.7999877929688, + 843.4000244140625, + 844.4000244140625, + 846.4000244140625, + 846.4000244140625, + 849.5999755859375, + 853.4000244140625, + 854.4000244140625, + 851.7999877929688, + 853.2000122070312, + 846.4000244140625, + 845.5999755859375, + 842.2000122070312, + 841.4000244140625, + 839.2000122070312, + 830.7999877929688, + 830.0, + 825.0, + 818.5999755859375, + 812.4000244140625, + 805.0, + 809.5999755859375, + 791.0, + 794.4000244140625, + 794.2000122070312, + 805.4000244140625, + 802.2000122070312, + 816.5999755859375, + 828.0, + 833.5999755859375, + 839.5999755859375, + 856.2000122070312, + 874.5999755859375, + 884.2000122070312, + 900.4000244140625, + 917.2000122070312, + 931.7999877929688, + 959.2000122070312, + 972.2000122070312, + 974.2000122070312, + 1018.4000244140625, + 1034.800048828125, + 1045.4000244140625, + 1052.199951171875, + 1068.0, + 1071.0, + 1077.5999755859375, + 1101.199951171875, + 1122.4000244140625, + 1122.5999755859375, + 1133.199951171875, + 1145.199951171875, + 1150.0, + 1154.800048828125, + 1157.5999755859375, + 1165.199951171875, + 1180.4000244140625, + 1187.800048828125, + 1207.5999755859375, + 1209.5999755859375, + 1225.0, + 1235.4000244140625, + 1255.800048828125, + 1257.0, + 1265.800048828125, + 1286.800048828125, + 1294.0, + 1295.0, + 1300.199951171875, + 1315.4000244140625, + 1331.5999755859375, + 1343.199951171875, + 1357.5999755859375, + 1371.0, + 1373.5999755859375, + 1389.800048828125, + 1399.0, + 1406.0, + 1411.4000244140625, + 1413.800048828125, + 1425.0, + 1424.800048828125, + 1430.199951171875, + 1440.0, + 1448.5999755859375, + 1444.4000244140625, + 1448.0, + 1456.5999755859375, + 1463.199951171875, + 1477.5999755859375, + 1482.800048828125, + 1488.199951171875, + 1487.199951171875, + 1490.199951171875, + 1499.199951171875, + 1502.4000244140625, + 1507.0, + 1510.199951171875, + 1519.199951171875, + 1516.4000244140625, + 1522.4000244140625, + 1523.5999755859375, + 1527.0, + 1529.4000244140625, + 1534.199951171875, + 1536.5999755859375, + 1542.199951171875, + 1546.5999755859375, + 1551.800048828125, + 1551.4000244140625, + 1550.0, + 1554.0, + 1553.5999755859375, + 1558.0, + 1558.199951171875, + 1560.4000244140625, + 1561.4000244140625, + 1567.5999755859375, + 1569.0, + 1569.0, + 1576.0, + 1572.800048828125, + 1577.5999755859375, + 1582.0, + 1590.0, + 1594.5999755859375, + 1596.5999755859375, + 1602.199951171875, + 1603.0, + 1608.4000244140625, + 1609.5999755859375, + 1611.199951171875, + 1616.5999755859375, + 1621.800048828125, + 1628.5999755859375, + 1635.5999755859375, + 1636.800048828125, + 1644.4000244140625, + 1646.4000244140625, + 1651.199951171875, + 1652.5999755859375, + 1660.4000244140625, + 1657.0, + 1661.5999755859375, + 1657.0, + 1662.199951171875, + 1659.5999755859375, + 1659.800048828125, + 1663.199951171875, + 1662.0, + 1665.199951171875, + 1665.199951171875, + 1672.199951171875, + 1674.4000244140625, + 1669.199951171875, + 1671.800048828125, + 1670.0, + 1670.199951171875, + 1668.199951171875, + 1667.4000244140625, + 1667.0, + 1665.0, + 1661.5999755859375, + 1663.800048828125, + 1667.0, + 1667.4000244140625, + 1671.800048828125, + 1671.0, + 1669.4000244140625, + 1665.4000244140625, + 1669.5999755859375, + 1670.800048828125, + 1671.5999755859375, + 1670.199951171875, + 1671.4000244140625, + 1671.0, + 1670.5999755859375, + 1680.800048828125, + 1682.800048828125, + 1686.0, + 1686.199951171875, + 1687.199951171875, + 1688.800048828125, + 1691.199951171875, + 1686.199951171875, + 1689.199951171875, + 1690.800048828125, + 1691.5999755859375, + 1686.199951171875, + 1686.199951171875, + 1690.5999755859375, + 1692.5999755859375, + 1694.5999755859375, + 1691.5999755859375, + 1690.800048828125, + 1692.0, + 1692.800048828125, + 1693.5999755859375, + 1694.0, + 1690.4000244140625, + 1690.5999755859375, + 1686.4000244140625, + 1683.199951171875, + 1684.4000244140625, + 1685.199951171875, + 1682.0, + 1687.199951171875, + 1687.0, + 1684.5999755859375, + 1686.5999755859375, + 1689.800048828125, + 1693.0, + 1695.4000244140625, + 1692.199951171875, + 1692.199951171875, + 1694.0, + 1694.0, + 1695.5999755859375, + 1697.4000244140625, + 1694.800048828125, + 1689.0, + 1690.5999755859375, + 1691.0, + 1692.4000244140625, + 1699.5999755859375, + 1699.199951171875, + 1700.4000244140625, + 1698.800048828125, + 1699.199951171875, + 1702.4000244140625, + 1707.0, + 1706.800048828125, + 1710.0, + 1711.199951171875, + 1709.5999755859375, + 1713.4000244140625, + 1712.199951171875, + 1716.0, + 1717.0, + 1714.4000244140625, + 1704.800048828125, + 1707.800048828125, + 1714.4000244140625, + 1716.199951171875, + 1715.4000244140625, + 1710.0, + 1707.4000244140625, + 1708.800048828125, + 1704.5999755859375, + 1706.5999755859375, + 1711.4000244140625, + 1705.4000244140625, + 1702.0, + 1698.5999755859375, + 1697.800048828125, + 1698.800048828125, + 1699.199951171875, + 1700.800048828125, + 1697.0, + 1694.5999755859375, + 1694.4000244140625, + 1693.199951171875, + 1704.199951171875, + 1704.4000244140625, + 1702.0, + 1704.199951171875, + 1697.199951171875, + 1697.199951171875, + 1703.0, + 1700.199951171875, + 1700.5999755859375, + 1702.199951171875, + 1700.4000244140625, + 1706.4000244140625, + 1700.800048828125, + 1707.5999755859375, + 1709.199951171875, + 1710.5999755859375, + 1711.0, + 1710.4000244140625, + 1710.800048828125, + 1713.800048828125, + 1715.800048828125, + 1720.0, + 1720.0, + 1720.0, + 1723.199951171875, + 1724.199951171875, + 1723.5999755859375, + 1731.5999755859375, + 1735.0, + 1738.0, + 1740.5999755859375, + 1743.5999755859375, + 1747.199951171875, + 1748.4000244140625, + 1748.199951171875, + 1752.800048828125, + 1749.5999755859375, + 1749.4000244140625, + 1750.4000244140625, + 1751.199951171875, + 1753.0, + 1749.199951171875, + 1745.5999755859375, + 1741.5999755859375, + 1740.800048828125, + 1741.0, + 1738.5999755859375, + 1738.800048828125, + 1740.5999755859375, + 1738.4000244140625, + 1737.199951171875, + 1738.199951171875, + 1733.0, + 1732.199951171875, + 1733.199951171875, + 1733.0, + 1727.4000244140625, + 1726.4000244140625, + 1730.0, + 1727.0, + 1725.5999755859375, + 1727.0, + 1726.5999755859375, + 1729.0, + 1730.199951171875, + 1732.800048828125, + 1737.199951171875, + 1739.0, + 1736.5999755859375, + 1737.4000244140625, + 1737.4000244140625, + 1740.0, + 1741.5999755859375, + 1741.199951171875, + 1742.4000244140625, + 1751.4000244140625, + 1751.0, + 1750.5999755859375, + 1750.4000244140625, + 1756.800048828125, + 1756.800048828125, + 1757.0, + 1758.800048828125, + 1759.199951171875, + 1759.0, + 1757.199951171875, + 1760.0, + 1760.199951171875, + 1761.199951171875, + 1759.5999755859375, + 1759.800048828125, + 1761.5999755859375, + 1763.800048828125, + 1764.4000244140625, + 1764.199951171875, + 1762.5999755859375, + 1758.0, + 1750.800048828125, + 1750.800048828125, + 1750.4000244140625, + 1747.4000244140625, + 1749.800048828125, + 1749.4000244140625, + 1743.4000244140625, + 1741.800048828125, + 1741.800048828125, + 1741.800048828125, + 1744.5999755859375, + 1746.199951171875, + 1745.800048828125, + 1744.800048828125, + 1742.199951171875, + 1742.0, + 1742.0, + 1735.4000244140625, + 1735.0, + 1735.199951171875, + 1735.0, + 1738.0, + 1739.4000244140625, + 1741.5999755859375, + 1741.0, + 1741.199951171875, + 1741.199951171875, + 1744.4000244140625, + 1746.199951171875, + 1748.800048828125, + 1750.0, + 1750.800048828125, + 1752.199951171875, + 1748.800048828125, + 1750.0, + 1749.800048828125, + 1752.199951171875, + 1752.800048828125, + 1752.4000244140625, + 1752.5999755859375, + 1758.4000244140625, + 1758.199951171875, + 1758.199951171875, + 1756.800048828125, + 1756.800048828125, + 1757.0, + 1756.0, + 1755.800048828125, + 1756.0, + 1756.800048828125, + 1758.800048828125, + 1758.800048828125, + 1758.199951171875, + 1758.800048828125, + 1760.0, + 1760.0, + 1760.4000244140625, + 1756.800048828125, + 1758.0, + 1758.199951171875, + 1760.4000244140625, + 1760.199951171875, + 1756.4000244140625, + 1757.0, + 1757.5999755859375, + 1757.800048828125, + 1754.800048828125, + 1753.5999755859375, + 1755.800048828125, + 1758.0, + 1758.5999755859375, + 1758.800048828125, + 1758.5999755859375, + 1758.5999755859375, + 1759.0, + 1760.800048828125, + 1760.199951171875, + 1759.4000244140625, + 1758.0, + 1763.0, + 1762.0, + 1761.5999755859375, + 1763.199951171875, + 1764.0, + 1764.0, + 1768.800048828125, + 1766.199951171875, + 1765.4000244140625, + 1762.4000244140625, + 1769.800048828125, + 1769.5999755859375, + 1766.0, + 1766.0, + 1769.199951171875, + 1769.199951171875, + 1769.4000244140625, + 1769.4000244140625, + 1769.0, + 1766.0, + 1766.5999755859375, + 1769.0, + 1769.0, + 1769.4000244140625, + 1769.5999755859375, + 1766.0, + 1765.800048828125, + 1766.0, + 1767.0, + 1765.199951171875, + 1768.4000244140625, + 1769.5999755859375, + 1772.0, + 1771.4000244140625, + 1771.5999755859375, + 1774.4000244140625, + 1769.5999755859375, + 1769.199951171875, + 1769.4000244140625, + 1768.4000244140625, + 1768.199951171875, + 1768.4000244140625, + 1763.800048828125, + 1764.199951171875, + 1764.199951171875, + 1765.0, + 1764.199951171875, + 1760.5999755859375, + 1759.800048828125, + 1760.4000244140625, + 1759.199951171875, + 1759.4000244140625, + 1758.800048828125, + 1759.0, + 1759.199951171875, + 1759.800048828125, + 1760.0, + 1758.800048828125, + 1759.800048828125, + 1763.0, + 1760.4000244140625, + 1757.5999755859375, + 1756.0, + 1756.199951171875, + 1760.800048828125, + 1764.800048828125, + 1765.0, + 1765.0, + 1764.199951171875, + 1768.4000244140625, + 1769.4000244140625, + 1773.800048828125, + 1774.4000244140625, + 1774.199951171875, + 1774.4000244140625, + 1774.4000244140625, + 1775.4000244140625, + 1775.4000244140625, + 1774.5999755859375, + 1776.800048828125, + 1777.4000244140625, + 1777.800048828125, + 1777.4000244140625, + 1782.800048828125, + 1783.0, + 1784.800048828125, + 1781.5999755859375, + 1780.5999755859375, + 1781.0, + 1779.4000244140625, + 1776.4000244140625, + 1775.800048828125, + 1775.199951171875, + 1774.5999755859375, + 1774.0, + 1774.0, + 1768.0, + 1769.199951171875, + 1768.0, + 1767.800048828125, + 1767.800048828125, + 1768.800048828125, + 1768.199951171875, + 1768.4000244140625, + 1772.0, + 1772.199951171875, + 1772.199951171875, + 1770.800048828125, + 1774.800048828125, + 1775.800048828125, + 1776.5999755859375, + 1779.5999755859375, + 1784.4000244140625, + 1784.5999755859375, + 1785.4000244140625, + 1786.4000244140625, + 1786.0, + 1785.4000244140625, + 1784.800048828125, + 1788.5999755859375, + 1788.800048828125, + 1782.4000244140625, + 1784.800048828125, + 1785.4000244140625, + 1785.4000244140625, + 1781.0, + 1781.199951171875, + 1782.4000244140625, + 1781.199951171875, + 1782.0, + 1781.4000244140625, + 1781.4000244140625, + 1782.0, + 1782.5999755859375, + 1782.0, + 1781.5999755859375, + 1781.5999755859375, + 1781.199951171875, + 1782.4000244140625, + 1784.0, + 1781.4000244140625, + 1784.5999755859375, + 1784.4000244140625, + 1785.4000244140625, + 1791.800048828125, + 1791.0, + 1790.5999755859375, + 1789.800048828125, + 1794.800048828125, + 1794.800048828125, + 1794.199951171875, + 1793.0, + 1793.5999755859375, + 1793.199951171875, + 1791.199951171875, + 1790.0, + 1789.5999755859375, + 1789.4000244140625, + 1787.800048828125, + 1788.800048828125 + ], + "strengths": [ + -3.4000015258789062, + 21.562957763671875, + 38.599998474121094, + 60.10942840576172, + 65.65882110595703, + 71.37108612060547, + 81.15319061279297, + 92.79999542236328, + 113.20000457763672, + 125.99999237060547, + 142.20001220703125, + 154.39999389648438, + 169.0, + 187.80001831054688, + 197.60000610351562, + 206.39999389648438, + 234.39999389648438, + 237.80001831054688, + 254.0, + 277.6000061035156, + 289.20001220703125, + 303.6000061035156, + 312.8000183105469, + 314.6000061035156, + 326.8000183105469, + 335.0, + 353.3999938964844, + 356.20001220703125, + 366.3999938964844, + 381.0, + 383.6000061035156, + 394.3999938964844, + 403.6000061035156, + 396.8000183105469, + 401.8000183105469, + 400.8000183105469, + 404.6000061035156, + 413.20001220703125, + 430.20001220703125, + 432.1999816894531, + 437.0000305175781, + 443.1999816894531, + 449.0000305175781, + 456.8000183105469, + 467.6000061035156, + 471.3999938964844, + 472.3999938964844, + 476.3999938964844, + 474.0000305175781, + 478.8000183105469, + 482.1999816894531, + 482.8000183105469, + 487.0000305175781, + 498.0000305175781, + 499.8000183105469, + 495.8000183105469, + 509.0000305175781, + 513.5999755859375, + 512.199951171875, + 518.0, + 518.5999755859375, + 518.7999877929688, + 525.3999633789062, + 529.3999633789062, + 529.3999633789062, + 532.0, + 540.199951171875, + 552.0, + 556.0, + 566.5999755859375, + 572.3999633789062, + 577.7999877929688, + 575.3999633789062, + 578.199951171875, + 590.7999877929688, + 594.0, + 594.3999633789062, + 601.5999755859375, + 604.5999755859375, + 604.0, + 606.5999755859375, + 605.3999633789062, + 607.199951171875, + 612.7999877929688, + 613.0, + 612.7999877929688, + 611.0, + 605.5999755859375, + 608.0, + 603.199951171875, + 602.5999755859375, + 608.199951171875, + 608.5999755859375, + 607.0, + 609.199951171875, + 610.199951171875, + 607.3999633789062, + 608.5999755859375, + 615.0, + 617.199951171875, + 621.7999877929688, + 621.5999755859375, + 621.0, + 623.199951171875, + 624.199951171875, + 625.199951171875, + 632.3999633789062, + 637.0, + 638.7999877929688, + 642.0, + 646.0, + 648.199951171875, + 647.7999877929688, + 647.5999755859375, + 649.7999877929688, + 649.3999633789062, + 647.5999755859375, + 655.0, + 653.5999755859375, + 656.0, + 654.3999633789062, + 657.0, + 660.3999633789062, + 665.0, + 662.7999877929688, + 665.3999633789062, + 670.5999755859375, + 670.0, + 665.199951171875, + 669.199951171875, + 673.0, + 673.5999755859375, + 677.7999877929688, + 682.3999633789062, + 684.0, + 684.199951171875, + 685.5999755859375, + 696.199951171875, + 698.3999633789062, + 699.7999877929688, + 702.5999755859375, + 704.199951171875, + 698.3999633789062, + 700.5999755859375, + 705.3999633789062, + 713.0, + 714.7999877929688, + 716.3999633789062, + 719.199951171875, + 726.0, + 730.7999877929688, + 729.0, + 727.7999877929688, + 727.3999633789062, + 730.199951171875, + 728.199951171875, + 731.3999633789062, + 730.3999633789062, + 726.199951171875, + 724.199951171875, + 721.5999755859375, + 722.0, + 719.3999633789062, + 724.7999877929688, + 733.3999633789062, + 732.3999633789062, + 734.3999633789062, + 732.0, + 732.199951171875, + 733.7999877929688, + 735.199951171875, + 736.0, + 739.3999633789062, + 744.7999877929688, + 742.7999877929688, + 741.0, + 739.3999633789062, + 739.199951171875, + 738.0, + 735.5999755859375, + 737.3999633789062, + 737.0, + 735.3999633789062, + 730.5999755859375, + 726.3999633789062, + 726.0, + 725.199951171875, + 724.7999877929688, + 725.7999877929688, + 724.7999877929688, + 719.5999755859375, + 720.199951171875, + 715.7999877929688, + 712.0, + 712.3999633789062, + 713.199951171875, + 716.3999633789062, + 714.5999755859375, + 714.199951171875, + 714.3999633789062, + 718.3999633789062, + 714.7999877929688, + 715.5999755859375, + 719.0, + 724.3999633789062, + 726.199951171875, + 733.0, + 731.3999633789062, + 724.3999633789062, + 721.3999633789062, + 723.199951171875, + 726.7999877929688, + 726.0, + 729.3999633789062, + 733.7999877929688, + 731.7999877929688, + 731.5999755859375, + 732.199951171875, + 730.3999633789062, + 731.199951171875, + 733.3999633789062, + 733.0, + 737.0, + 735.3999633789062, + 731.199951171875, + 724.3999633789062, + 724.199951171875, + 723.3999633789062, + 726.199951171875, + 732.0, + 733.199951171875, + 731.199951171875, + 722.7999877929688, + 724.3999633789062, + 722.3999633789062, + 722.5999755859375, + 724.7999877929688, + 724.0, + 725.3999633789062, + 729.0, + 729.3999633789062, + 727.5999755859375, + 726.7999877929688, + 726.7999877929688, + 729.199951171875, + 731.5999755859375, + 733.7999877929688, + 737.7999877929688, + 736.3999633789062, + 735.3999633789062, + 732.5999755859375, + 733.7999877929688, + 738.0, + 742.5999755859375, + 745.5999755859375, + 746.5999755859375, + 748.0, + 748.3999633789062, + 749.5999755859375, + 744.5999755859375, + 743.7999877929688, + 741.199951171875, + 741.3999633789062, + 746.199951171875, + 743.7999877929688, + 740.0, + 741.0, + 745.7999877929688, + 746.0, + 745.3999633789062, + 747.5999755859375, + 749.5999755859375, + 755.199951171875, + 756.5999755859375, + 756.3999633789062, + 756.3999633789062, + 756.0, + 756.5999755859375, + 755.5999755859375, + 755.3999633789062, + 755.199951171875, + 758.199951171875, + 762.0, + 763.3999633789062, + 764.7999877929688, + 764.7999877929688, + 771.7999877929688, + 773.5999755859375, + 773.3999633789062, + 768.3999633789062, + 770.5999755859375, + 769.3999633789062, + 766.7999877929688, + 767.0, + 764.7999877929688, + 764.3999633789062, + 760.0, + 760.7999877929688, + 762.199951171875, + 759.199951171875, + 757.3999633789062, + 756.3999633789062, + 753.7999877929688, + 751.0, + 752.0, + 753.3999633789062, + 751.199951171875, + 748.3999633789062, + 749.7999877929688, + 747.0, + 752.0, + 752.199951171875, + 748.0, + 750.3999633789062, + 750.5999755859375, + 746.199951171875, + 742.7999877929688, + 748.3999633789062, + 750.5999755859375, + 751.3999633789062, + 756.3999633789062, + 756.3999633789062, + 760.199951171875, + 760.3999633789062, + 762.199951171875, + 763.199951171875, + 759.0, + 762.199951171875, + 762.0, + 758.7999877929688, + 761.199951171875, + 759.7999877929688, + 759.5999755859375, + 765.0, + 765.199951171875, + 764.0, + 766.5999755859375, + 768.7999877929688, + 770.199951171875, + 768.199951171875, + 766.3999633789062, + 763.3999633789062, + 758.5999755859375, + 756.3999633789062, + 752.199951171875, + 753.7999877929688, + 750.3999633789062, + 755.0, + 755.0, + 754.7999877929688, + 756.199951171875, + 755.7999877929688, + 751.0, + 751.3999633789062, + 749.3999633789062, + 748.7999877929688, + 747.3999633789062, + 742.7999877929688, + 742.199951171875, + 740.5999755859375, + 743.199951171875, + 742.199951171875, + 740.3999633789062, + 746.7999877929688, + 749.7999877929688, + 753.0, + 752.5999755859375, + 755.0, + 755.3999633789062, + 752.7999877929688, + 753.0, + 747.7999877929688, + 751.199951171875, + 754.3999633789062, + 755.5999755859375, + 758.199951171875, + 755.0, + 756.199951171875, + 759.3999633789062, + 759.0, + 761.199951171875, + 754.3999633789062, + 755.199951171875, + 753.7999877929688, + 756.0, + 753.3999633789062, + 752.199951171875, + 746.3999633789062, + 749.0, + 746.5999755859375, + 749.7999877929688, + 747.3999633789062, + 751.3999633789062, + 751.0, + 751.3999633789062, + 749.5999755859375, + 749.5999755859375, + 750.7999877929688, + 752.0, + 753.5999755859375, + 755.3999633789062, + 756.5999755859375, + 760.3999633789062, + 762.0, + 763.0, + 765.0, + 765.0, + 768.199951171875, + 772.0, + 773.0, + 770.3999633789062, + 771.7999877929688, + 765.0, + 764.199951171875, + 760.7999877929688, + 760.0, + 757.7999877929688, + 749.3999633789062, + 748.5999755859375, + 743.5999755859375, + 737.199951171875, + 731.0, + 723.5999755859375, + 728.199951171875, + 709.5999755859375, + 713.0, + 712.7999877929688, + 724.0, + 720.7999877929688, + 735.199951171875, + 746.5999755859375, + 752.199951171875, + 758.199951171875, + 774.7999877929688, + 793.199951171875, + 802.7999877929688, + 819.0, + 835.7999877929688, + 850.3999633789062, + 877.7999877929688, + 890.7999877929688, + 892.7999877929688, + 937.0, + 953.4000244140625, + 964.0, + 970.7999267578125, + 986.5999755859375, + 989.5999755859375, + 996.199951171875, + 1019.7999267578125, + 1041.0, + 1041.199951171875, + 1051.7999267578125, + 1063.7999267578125, + 1068.5999755859375, + 1073.4000244140625, + 1076.199951171875, + 1083.7999267578125, + 1099.0, + 1106.4000244140625, + 1126.199951171875, + 1128.199951171875, + 1143.5999755859375, + 1154.0, + 1174.4000244140625, + 1175.5999755859375, + 1184.4000244140625, + 1205.4000244140625, + 1212.5999755859375, + 1213.5999755859375, + 1218.7999267578125, + 1234.0, + 1250.199951171875, + 1261.7999267578125, + 1276.199951171875, + 1289.5999755859375, + 1292.199951171875, + 1308.4000244140625, + 1317.5999755859375, + 1324.5999755859375, + 1330.0, + 1332.4000244140625, + 1343.5999755859375, + 1343.4000244140625, + 1348.7999267578125, + 1358.5999755859375, + 1367.199951171875, + 1363.0, + 1366.5999755859375, + 1375.199951171875, + 1381.7999267578125, + 1396.199951171875, + 1401.4000244140625, + 1406.7999267578125, + 1405.7999267578125, + 1408.7999267578125, + 1417.7999267578125, + 1421.0, + 1425.5999755859375, + 1428.7999267578125, + 1437.7999267578125, + 1435.0, + 1441.0, + 1442.199951171875, + 1445.5999755859375, + 1448.0, + 1452.7999267578125, + 1455.199951171875, + 1460.7999267578125, + 1465.199951171875, + 1470.4000244140625, + 1470.0, + 1468.5999755859375, + 1472.5999755859375, + 1472.199951171875, + 1476.5999755859375, + 1476.7999267578125, + 1479.0, + 1480.0, + 1486.199951171875, + 1487.5999755859375, + 1487.5999755859375, + 1494.5999755859375, + 1491.4000244140625, + 1496.199951171875, + 1500.5999755859375, + 1508.5999755859375, + 1513.199951171875, + 1515.199951171875, + 1520.7999267578125, + 1521.5999755859375, + 1527.0, + 1528.199951171875, + 1529.7999267578125, + 1535.199951171875, + 1540.4000244140625, + 1547.199951171875, + 1554.199951171875, + 1555.4000244140625, + 1563.0, + 1565.0, + 1569.7999267578125, + 1571.199951171875, + 1579.0, + 1575.5999755859375, + 1580.199951171875, + 1575.5999755859375, + 1580.7999267578125, + 1578.199951171875, + 1578.4000244140625, + 1581.7999267578125, + 1580.5999755859375, + 1583.7999267578125, + 1583.7999267578125, + 1590.7999267578125, + 1593.0, + 1587.7999267578125, + 1590.4000244140625, + 1588.5999755859375, + 1588.7999267578125, + 1586.7999267578125, + 1586.0, + 1585.5999755859375, + 1583.5999755859375, + 1580.199951171875, + 1582.4000244140625, + 1585.5999755859375, + 1586.0, + 1590.4000244140625, + 1589.5999755859375, + 1588.0, + 1584.0, + 1588.199951171875, + 1589.4000244140625, + 1590.199951171875, + 1588.7999267578125, + 1590.0, + 1589.5999755859375, + 1589.199951171875, + 1599.4000244140625, + 1601.4000244140625, + 1604.5999755859375, + 1604.7999267578125, + 1605.7999267578125, + 1607.4000244140625, + 1609.7999267578125, + 1604.7999267578125, + 1607.7999267578125, + 1609.4000244140625, + 1610.199951171875, + 1604.7999267578125, + 1604.7999267578125, + 1609.199951171875, + 1611.199951171875, + 1613.199951171875, + 1610.199951171875, + 1609.4000244140625, + 1610.5999755859375, + 1611.4000244140625, + 1612.199951171875, + 1612.5999755859375, + 1609.0, + 1609.199951171875, + 1605.0, + 1601.7999267578125, + 1603.0, + 1603.7999267578125, + 1600.5999755859375, + 1605.7999267578125, + 1605.5999755859375, + 1603.199951171875, + 1605.199951171875, + 1608.4000244140625, + 1611.5999755859375, + 1614.0, + 1610.7999267578125, + 1610.7999267578125, + 1612.5999755859375, + 1612.5999755859375, + 1614.199951171875, + 1616.0, + 1613.4000244140625, + 1607.5999755859375, + 1609.199951171875, + 1609.5999755859375, + 1611.0, + 1618.199951171875, + 1617.7999267578125, + 1619.0, + 1617.4000244140625, + 1617.7999267578125, + 1621.0, + 1625.5999755859375, + 1625.4000244140625, + 1628.5999755859375, + 1629.7999267578125, + 1628.199951171875, + 1632.0, + 1630.7999267578125, + 1634.5999755859375, + 1635.5999755859375, + 1633.0, + 1623.4000244140625, + 1626.4000244140625, + 1633.0, + 1634.7999267578125, + 1634.0, + 1628.5999755859375, + 1626.0, + 1627.4000244140625, + 1623.199951171875, + 1625.199951171875, + 1630.0, + 1624.0, + 1620.5999755859375, + 1617.199951171875, + 1616.4000244140625, + 1617.4000244140625, + 1617.7999267578125, + 1619.4000244140625, + 1615.5999755859375, + 1613.199951171875, + 1613.0, + 1611.7999267578125, + 1622.7999267578125, + 1623.0, + 1620.5999755859375, + 1622.7999267578125, + 1615.7999267578125, + 1615.7999267578125, + 1621.5999755859375, + 1618.7999267578125, + 1619.199951171875, + 1620.7999267578125, + 1619.0, + 1625.0, + 1619.4000244140625, + 1626.199951171875, + 1627.7999267578125, + 1629.199951171875, + 1629.5999755859375, + 1629.0, + 1629.4000244140625, + 1632.4000244140625, + 1634.4000244140625, + 1638.5999755859375, + 1638.5999755859375, + 1638.5999755859375, + 1641.7999267578125, + 1642.7999267578125, + 1642.199951171875, + 1650.199951171875, + 1653.5999755859375, + 1656.5999755859375, + 1659.199951171875, + 1662.199951171875, + 1665.7999267578125, + 1667.0, + 1666.7999267578125, + 1671.4000244140625, + 1668.199951171875, + 1668.0, + 1669.0, + 1669.7999267578125, + 1671.5999755859375, + 1667.7999267578125, + 1664.199951171875, + 1660.199951171875, + 1659.4000244140625, + 1659.5999755859375, + 1657.199951171875, + 1657.4000244140625, + 1659.199951171875, + 1657.0, + 1655.7999267578125, + 1656.7999267578125, + 1651.5999755859375, + 1650.7999267578125, + 1651.7999267578125, + 1651.5999755859375, + 1646.0, + 1645.0, + 1648.5999755859375, + 1645.5999755859375, + 1644.199951171875, + 1645.5999755859375, + 1645.199951171875, + 1647.5999755859375, + 1648.7999267578125, + 1651.4000244140625, + 1655.7999267578125, + 1657.5999755859375, + 1655.199951171875, + 1656.0, + 1656.0, + 1658.5999755859375, + 1660.199951171875, + 1659.7999267578125, + 1661.0, + 1670.0, + 1669.5999755859375, + 1669.199951171875, + 1669.0, + 1675.4000244140625, + 1675.4000244140625, + 1675.5999755859375, + 1677.4000244140625, + 1677.7999267578125, + 1677.5999755859375, + 1675.7999267578125, + 1678.5999755859375, + 1678.7999267578125, + 1679.7999267578125, + 1678.199951171875, + 1678.4000244140625, + 1680.199951171875, + 1682.4000244140625, + 1683.0, + 1682.7999267578125, + 1681.199951171875, + 1676.5999755859375, + 1669.4000244140625, + 1669.4000244140625, + 1669.0, + 1666.0, + 1668.4000244140625, + 1668.0, + 1662.0, + 1660.4000244140625, + 1660.4000244140625, + 1660.4000244140625, + 1663.199951171875, + 1664.7999267578125, + 1664.4000244140625, + 1663.4000244140625, + 1660.7999267578125, + 1660.5999755859375, + 1660.5999755859375, + 1654.0, + 1653.5999755859375, + 1653.7999267578125, + 1653.5999755859375, + 1656.5999755859375, + 1658.0, + 1660.199951171875, + 1659.5999755859375, + 1659.7999267578125, + 1659.7999267578125, + 1663.0, + 1664.7999267578125, + 1667.4000244140625, + 1668.5999755859375, + 1669.4000244140625, + 1670.7999267578125, + 1667.4000244140625, + 1668.5999755859375, + 1668.4000244140625, + 1670.7999267578125, + 1671.4000244140625, + 1671.0, + 1671.199951171875, + 1677.0, + 1676.7999267578125, + 1676.7999267578125, + 1675.4000244140625, + 1675.4000244140625, + 1675.5999755859375, + 1674.5999755859375, + 1674.4000244140625, + 1674.5999755859375, + 1675.4000244140625, + 1677.4000244140625, + 1677.4000244140625, + 1676.7999267578125, + 1677.4000244140625, + 1678.5999755859375, + 1678.5999755859375, + 1679.0, + 1675.4000244140625, + 1676.5999755859375, + 1676.7999267578125, + 1679.0, + 1678.7999267578125, + 1675.0, + 1675.5999755859375, + 1676.199951171875, + 1676.4000244140625, + 1673.4000244140625, + 1672.199951171875, + 1674.4000244140625, + 1676.5999755859375, + 1677.199951171875, + 1677.4000244140625, + 1677.199951171875, + 1677.199951171875, + 1677.5999755859375, + 1679.4000244140625, + 1678.7999267578125, + 1678.0, + 1676.5999755859375, + 1681.5999755859375, + 1680.5999755859375, + 1680.199951171875, + 1681.7999267578125, + 1682.5999755859375, + 1682.5999755859375, + 1687.4000244140625, + 1684.7999267578125, + 1684.0, + 1681.0, + 1688.4000244140625, + 1688.199951171875, + 1684.5999755859375, + 1684.5999755859375, + 1687.7999267578125, + 1687.7999267578125, + 1688.0, + 1688.0, + 1687.5999755859375, + 1684.5999755859375, + 1685.199951171875, + 1687.5999755859375, + 1687.5999755859375, + 1688.0, + 1688.199951171875, + 1684.5999755859375, + 1684.4000244140625, + 1684.5999755859375, + 1685.5999755859375, + 1683.7999267578125, + 1687.0, + 1688.199951171875, + 1690.5999755859375, + 1690.0, + 1690.199951171875, + 1693.0, + 1688.199951171875, + 1687.7999267578125, + 1688.0, + 1687.0, + 1686.7999267578125, + 1687.0, + 1682.4000244140625, + 1682.7999267578125, + 1682.7999267578125, + 1683.5999755859375, + 1682.7999267578125, + 1679.199951171875, + 1678.4000244140625, + 1679.0, + 1677.7999267578125, + 1678.0, + 1677.4000244140625, + 1677.5999755859375, + 1677.7999267578125, + 1678.4000244140625, + 1678.5999755859375, + 1677.4000244140625, + 1678.4000244140625, + 1681.5999755859375, + 1679.0, + 1676.199951171875, + 1674.5999755859375, + 1674.7999267578125, + 1679.4000244140625, + 1683.4000244140625, + 1683.5999755859375, + 1683.5999755859375, + 1682.7999267578125, + 1687.0, + 1688.0, + 1692.4000244140625, + 1693.0, + 1692.7999267578125, + 1693.0, + 1693.0, + 1694.0, + 1694.0, + 1693.199951171875, + 1695.4000244140625, + 1696.0, + 1696.4000244140625, + 1696.0, + 1701.4000244140625, + 1701.5999755859375, + 1703.4000244140625, + 1700.199951171875, + 1699.199951171875, + 1699.5999755859375, + 1698.0, + 1695.0, + 1694.4000244140625, + 1693.7999267578125, + 1693.199951171875, + 1692.5999755859375, + 1692.5999755859375, + 1686.5999755859375, + 1687.7999267578125, + 1686.5999755859375, + 1686.4000244140625, + 1686.4000244140625, + 1687.4000244140625, + 1686.7999267578125, + 1687.0, + 1690.5999755859375, + 1690.7999267578125, + 1690.7999267578125, + 1689.4000244140625, + 1693.4000244140625, + 1694.4000244140625, + 1695.199951171875, + 1698.199951171875, + 1703.0, + 1703.199951171875, + 1704.0, + 1705.0, + 1704.5999755859375, + 1704.0, + 1703.4000244140625, + 1707.199951171875, + 1707.4000244140625, + 1701.0, + 1703.4000244140625, + 1704.0, + 1704.0, + 1699.5999755859375, + 1699.7999267578125, + 1701.0, + 1699.7999267578125, + 1700.5999755859375, + 1700.0, + 1700.0, + 1700.5999755859375, + 1701.199951171875, + 1700.5999755859375, + 1700.199951171875, + 1700.199951171875, + 1699.7999267578125, + 1701.0, + 1702.5999755859375, + 1700.0, + 1703.199951171875, + 1703.0, + 1704.0, + 1710.4000244140625, + 1709.5999755859375, + 1709.199951171875, + 1708.4000244140625, + 1713.4000244140625, + 1713.4000244140625, + 1712.7999267578125, + 1711.5999755859375, + 1712.199951171875, + 1711.7999267578125, + 1709.7999267578125, + 1708.5999755859375, + 1708.199951171875, + 1708.0, + 1706.4000244140625, + 1707.4000244140625 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 4.0640286897541955e-05, + 3.5671408113557845e-05, + 3.0182922273525037e-05, + 2.651999420777429e-05, + 2.3750257241772488e-05, + 2.1457866751006804e-05, + 1.951494596141856e-05, + 1.7756688976078294e-05, + 1.6291529391310178e-05, + 1.5026257642603014e-05, + 1.3953895177110098e-05, + 1.301962311117677e-05, + 1.2183807484689169e-05, + 1.1465660463727545e-05, + 1.0841397852345835e-05, + 1.0247989848721772e-05, + 9.740007953951135e-06, + 9.276001947000623e-06, + 8.840918781061191e-06, + 8.449977030977607e-06, + 8.093037649814505e-06, + 7.77065179136116e-06, + 7.483497938665096e-06, + 7.217220172606176e-06, + 6.97226460033562e-06, + 6.739551281498279e-06, + 6.527423920488218e-06, + 6.329015377559699e-06, + 6.140898221929092e-06, + 5.967552169749979e-06, + 5.803774456580868e-06, + 5.649354079650948e-06, + 5.508803042175714e-06, + 5.3764088079333305e-06, + 5.2531249821186066e-06, + 5.136564141139388e-06, + 5.024859547120286e-06, + 4.9156810746353585e-06, + 4.812599399883766e-06, + 4.71442535854294e-06, + 4.6204813770600595e-06, + 4.5305496314540505e-06, + 4.443984835234005e-06, + 4.360081675258698e-06, + 4.279903805581853e-06, + 4.203606749797473e-06, + 4.130422894377261e-06, + 4.061043910041917e-06, + 3.994163307652343e-06, + 3.929814738512505e-06, + 3.868183284794213e-06, + 3.8086452605057275e-06, + 3.7503107250813628e-06, + 3.6941821690561483e-06, + 3.640725481091067e-06, + 3.587998207876808e-06, + 3.536870508469292e-06, + 3.487823050818406e-06, + 3.440066620896687e-06, + 3.3940004868782125e-06, + 3.349556209286675e-06, + 3.3061201065720525e-06, + 3.263865892222384e-06, + 3.223042085664929e-06, + 3.183377657478559e-06, + 3.144422862533247e-06, + 3.1059232696861727e-06, + 3.06841207020625e-06, + 3.0314272407849785e-06, + 2.9952716431580484e-06, + 2.959942321467679e-06, + 2.9258635549922474e-06, + 2.8926690447406145e-06, + 2.8597862637980143e-06, + 2.827730440913001e-06, + 2.7966104880761122e-06, + 2.766041234281147e-06, + 2.7362157197785564e-06, + 2.7072724151366856e-06, + 2.6790214633365395e-06, + 2.6516038360568928e-06, + 2.624848548293812e-06, + 2.5985686988860834e-06, + 2.572974381109816e-06, + 2.5480510430497816e-06, + 2.523831426515244e-06, + 2.5004192139022052e-06, + 2.4774831217655446e-06, + 2.4552680315537145e-06, + 2.4335895432159305e-06, + 2.4122116428770823e-06, + 2.391305542914779e-06, + 2.3709201286692405e-06, + 2.350910790482885e-06, + 2.33130413107574e-06, + 2.312204514964833e-06, + 2.2934689241083106e-06, + 2.2749316030967748e-06, + 2.256714424220263e-06, + 2.2387396256817738e-06, + 2.221137947344687e-06, + 2.2039068880985724e-06, + 2.186958454331034e-06, + 2.170316520277993e-06, + 2.153972218366107e-06, + 2.1377595658123028e-06, + 2.1217445009824587e-06, + 2.105992734868778e-06, + 2.090463567583356e-06, + 2.0751335796376225e-06, + 2.0600409698090516e-06, + 2.0452380340429954e-06, + 2.0307113572926028e-06, + 2.016400003412855e-06, + 2.0023544493597e-06, + 1.9885956135112792e-06, + 1.9749245439015795e-06, + 1.9615210931078764e-06, + 1.948301132870256e-06, + 1.9353387870069128e-06, + 1.922545379784424e-06, + 1.909902266561403e-06, + 1.8973843225467135e-06, + 1.8851152390197967e-06, + 1.8730004285316681e-06, + 1.860990778368432e-06, + 1.8491871287551476e-06, + 1.8376557591182063e-06, + 1.8262383036926622e-06, + 1.8149371499021072e-06, + 1.803803115763003e-06, + 1.7927741282619536e-06, + 1.7818429114413448e-06, + 1.7710557358441292e-06, + 1.760430563990667e-06, + 1.7499455680081155e-06, + 1.7394604583387263e-06, + 1.7291025642407476e-06, + 1.7188812080348725e-06, + 1.7087730839193682e-06, + 1.6987934259304893e-06, + 1.6890419374249177e-06, + 1.6794018620203133e-06, + 1.6698365925549297e-06, + 1.660308498685481e-06, + 1.6508951148352935e-06, + 1.6415963273175294e-06, + 1.632394855732855e-06, + 1.62323931363062e-06, + 1.6141551668624743e-06, + 1.6052222235884983e-06, + 1.5964292288117576e-06, + 1.5877631085459143e-06, + 1.5791833902767394e-06, + 1.5707441889389884e-06, + 1.5623828630850767e-06, + 1.5541453421974438e-06, + 1.5460639133380027e-06, + 1.5381100411104853e-06, + 1.5302871361200232e-06, + 1.5225599554469227e-06, + 1.514957830295316e-06, + 1.5073950407895609e-06, + 1.4998391861809068e-06, + 1.492388605583983e-06, + 1.4850110119368765e-06, + 1.4777486967432196e-06, + 1.4705734656672576e-06, + 1.4634701983595733e-06, + 1.4564396906280308e-06, + 1.4494861488856259e-06, + 1.442584448341222e-06, + 1.4357157169797574e-06, + 1.4289471437223256e-06, + 1.4222745221559308e-06, + 1.4156941006149282e-06, + 1.4091913271840895e-06, + 1.4027735915078665e-06, + 1.3964490790385753e-06, + 1.390180500493443e-06, + 1.3839852499586414e-06, + 1.3778718539469992e-06, + 1.3718648688154644e-06, + 1.365956563859072e-06, + 1.3601144246422336e-06, + 1.354340156467515e-06, + 1.3486296666087583e-06, + 1.3429706768874894e-06, + 1.3373779665926122e-06, + 1.3318820037966361e-06, + 1.3264368590171216e-06, + 1.321079139415815e-06, + 1.315802478529804e-06, + 1.3105742482366622e-06, + 1.3053908105575829e-06, + 1.3002346577195567e-06, + 1.2951410326422774e-06, + 1.290098907702486e-06, + 1.285103166992485e-06, + 1.2801272077922476e-06, + 1.2752227576129371e-06, + 1.2703586662610178e-06, + 1.2655170849029673e-06, + 1.2606844848050969e-06, + 1.2558853086375166e-06, + 1.2510864735304494e-06, + 1.2463427765396773e-06, + 1.241687755282328e-06, + 1.2370941249173484e-06, + 1.2325303941906895e-06, + 1.2279854217922548e-06, + 1.2234862651894218e-06, + 1.2190063216621638e-06, + 1.214539793181757e-06, + 1.210125219586189e-06, + 1.2057507774443366e-06, + 1.2014114645353402e-06, + 1.197120695906051e-06, + 1.1928625553991878e-06, + 1.1886285165019217e-06, + 1.1844333585031563e-06, + 1.1802516155512421e-06, + 1.1761148925870657e-06, + 1.1720366046574782e-06, + 1.1680299394356553e-06, + 1.1640576076388243e-06, + 1.160122110377415e-06, + 1.1562037798285019e-06, + 1.1522865861479659e-06, + 1.1483953130664304e-06, + 1.1445463314885274e-06, + 1.1407721558498451e-06, + 1.13701958071033e-06, + 1.1333071370245307e-06, + 1.1296228876744863e-06, + 1.1259563734711264e-06, + 1.1223224873901927e-06, + 1.1187099744347506e-06, + 1.1151075796078658e-06, + 1.1115312190668192e-06, + 1.1079913520006812e-06, + 1.1044824077544035e-06, + 1.1010001799149904e-06, + 1.0975329587381566e-06, + 1.094080744223902e-06, + 1.0906444458669284e-06, + 1.0872156508412445e-06, + 1.0838192565643112e-06, + 1.0804529892993742e-06, + 1.0771244660645607e-06, + 1.0738152695921599e-06, + 1.070511871148483e-06, + 1.0672125654309639e-06, + 1.063924628397217e-06, + 1.0606569276205846e-06, + 1.0574071893643122e-06, + 1.0541797337282333e-06, + 1.050971150107216e-06, + 1.0478071317265858e-06, + 1.044669488692307e-06, + 1.0415652695883182e-06, + 1.0384823099229834e-06, + 1.0354015103075653e-06, + 1.032352656693547e-06, + 1.0293407513017883e-06, + 1.0263458989356877e-06, + 1.023352751872153e-06, + 1.020379727378895e-06, + 1.0174298950005323e-06, + 1.0144918860532925e-06, + 1.0115666100318776e-06, + 1.0086398560815724e-06, + 1.005728222480684e-06, + 1.0028376209447742e-06, + 9.999669146054657e-07, + 9.971175813916489e-07, + 9.942855285771657e-07, + 9.914766678775777e-07, + 9.886873613140779e-07, + 9.859178362603416e-07, + 9.831559282247326e-07, + 9.803990224099834e-07, + 9.776556453289231e-07, + 9.749257969815517e-07, + 9.722143659018911e-07, + 9.694965683593182e-07, + 9.667908216215437e-07, + 9.641038332119933e-07, + 9.614522014089744e-07, + 9.588105740476749e-07, + 9.561904334987048e-07, + 9.535964409224107e-07, + 9.510186487204919e-07, + 9.484648444413324e-07, + 9.459287753088574e-07, + 9.434235721528239e-07, + 9.409315566699661e-07, + 9.384507961840427e-07, + 9.359953310195124e-07, + 9.335610116067983e-07, + 9.311449389315385e-07, + 9.287521152145928e-07, + 9.263828246730554e-07, + 9.240247322850337e-07, + 9.216765874953126e-07, + 9.193494747705699e-07, + 9.170449288831151e-07, + 9.147498758466099e-07, + 9.124769917434605e-07, + 9.102024023377453e-07, + 9.079407163881115e-07, + 9.057049510374782e-07, + 9.034750974024064e-07, + 9.012578061629029e-07, + 8.990662081487244e-07, + 8.968971769718337e-07, + 8.947243372858793e-07, + 8.925576935325807e-07, + 8.904011679078394e-07, + 8.882427664502757e-07, + 8.860967568580236e-07, + 8.839524525683373e-07, + 8.818199717097741e-07, + 8.796947668088251e-07, + 8.775789410719881e-07, + 8.75486819040816e-07, + 8.733977665542625e-07, + 8.713211627764395e-07, + 8.692649089425686e-07, + 8.672137141729763e-07, + 8.651778102830576e-07, + 8.631537866676808e-07, + 8.611267503511044e-07, + 8.591105142841116e-07, + 8.571086027586716e-07, + 8.55111068176484e-07, + 8.531188768756692e-07, + 8.511341889061441e-07, + 8.491655876241566e-07, + 8.472123340652615e-07, + 8.452773840872396e-07, + 8.433649441030866e-07, + 8.41468249745958e-07, + 8.395920758630382e-07, + 8.377218705390987e-07, + 8.358698551091948e-07, + 8.340162480635627e-07, + 8.321723612425558e-07, + 8.30338649393525e-07, + 8.285110197903123e-07, + 8.2669384937617e-07, + 8.248975404967496e-07, + 8.231095307564829e-07, + 8.213353339669993e-07, + 8.195715395231673e-07, + 8.178199664143904e-07, + 8.160878337548638e-07, + 8.143657623804756e-07, + 8.126559123411425e-07, + 8.109485065688204e-07, + 8.092517305158253e-07, + 8.075674031715607e-07, + 8.058768798946403e-07, + 8.04187948233448e-07, + 8.025001534406329e-07, + 8.008216241250921e-07, + 7.991459938239132e-07, + 7.974776963237673e-07, + 7.958233823046612e-07, + 7.941766853036825e-07, + 7.925492582216975e-07, + 7.909223427304823e-07, + 7.892963935773878e-07, + 7.876757308622473e-07, + 7.860573418838612e-07, + 7.844536185075413e-07, + 7.828549541954999e-07, + 7.81257313064998e-07, + 7.796681984473253e-07, + 7.780820965308521e-07, + 7.765175951135461e-07, + 7.749589485683828e-07, + 7.734104769951955e-07, + 7.718647907495324e-07, + 7.703315532125998e-07, + 7.688079222134547e-07, + 7.673030495425337e-07, + 7.657998253307596e-07, + 7.643083108632709e-07, + 7.62817251143133e-07, + 7.613376737936051e-07, + 7.598570164191187e-07, + 7.58383862375922e-07, + 7.569166200482869e-07, + 7.554595526926278e-07, + 7.540090223301377e-07, + 7.525626983806433e-07, + 7.511205808441446e-07, + 7.496818170693587e-07, + 7.482461228391912e-07, + 7.468146350220195e-07, + 7.453823513969837e-07, + 7.439536489073362e-07, + 7.425294370477786e-07, + 7.411079536723264e-07, + 7.396928367597866e-07, + 7.382782882814354e-07, + 7.368630576820578e-07, + 7.354523745561892e-07, + 7.340527758969984e-07, + 7.326568720600335e-07, + 7.312794991776173e-07, + 7.299096864699095e-07, + 7.285518677235814e-07, + 7.272013249348674e-07, + 7.258605592141976e-07, + 7.245403139677364e-07, + 7.23227117305214e-07, + 7.219281314974069e-07, + 7.20645743967907e-07, + 7.193793294391071e-07, + 7.181308205872483e-07, + 7.168794695644465e-07, + 7.156648962336476e-07, + 7.144491860344715e-07, + 7.132385917429929e-07, + 7.12013786596799e-07, + 7.107992132660002e-07, + 7.095653700162075e-07, + 7.083174864419561e-07, + 7.070653964547091e-07, + 7.058085316202778e-07, + 7.045294978524907e-07, + 7.03225850884337e-07, + 7.019121426310448e-07, + 7.00577913903544e-07, + 6.992225962676457e-07, + 6.978500550758326e-07, + 6.964399972275714e-07, + 6.950161832719459e-07, + 6.935962346688029e-07, + 6.921136446180753e-07, + 6.906130352035689e-07, + 6.891038992762333e-07, + 6.875923190818867e-07, + 6.860645385131647e-07, + 6.845405664535065e-07, + 6.830148890912824e-07, + 6.814617563577485e-07, + 6.798854315093195e-07, + 6.783179742342327e-07, + 6.767436389054637e-07, + 6.751606065336091e-07, + 6.735798478985089e-07, + 6.720013061567442e-07, + 6.704279940095148e-07, + 6.68852806029463e-07, + 6.672650556538429e-07, + 6.656762252532644e-07, + 6.640687502112996e-07, + 6.624682669098547e-07, + 6.60855846490449e-07, + 6.592388785975345e-07, + 6.576035502803279e-07, + 6.559769758496259e-07, + 6.543484687426826e-07, + 6.52701714898285e-07, + 6.510558137051703e-07, + 6.49419121145911e-07, + 6.477859528786212e-07, + 6.461431780735438e-07, + 6.444896598623018e-07, + 6.428318215512263e-07, + 6.411661956917669e-07, + 6.394943738996517e-07, + 6.378304533427581e-07, + 6.361569262480771e-07, + 6.344831717797206e-07, + 6.328119752652128e-07, + 6.311453830676328e-07, + 6.294870900092064e-07, + 6.278263526837691e-07, + 6.261771545723605e-07, + 6.245325607778796e-07, + 6.2288739854921e-07, + 6.212431458152423e-07, + 6.196150934556499e-07, + 6.179939191497397e-07, + 6.163735974951123e-07, + 6.147565159153601e-07, + 6.131338636805594e-07, + 6.115163273534563e-07, + 6.099036795603752e-07, + 6.083032531023491e-07, + 6.067103868190316e-07, + 6.051182595001592e-07, + 6.035334649823199e-07, + 6.019544116497855e-07, + 6.003825774314464e-07, + 5.988116527078091e-07, + 5.97254540934955e-07, + 5.9570146504484e-07, + 5.941576546319993e-07, + 5.926207222728408e-07, + 5.910915774620662e-07, + 5.895677190892457e-07, + 5.88051648264809e-07, + 5.865399543836247e-07, + 5.850338880009076e-07, + 5.835326533087937e-07, + 5.82041934649169e-07, + 5.805625278298976e-07, + 5.790889758827689e-07, + 5.776255420641974e-07, + 5.761674515269988e-07, + 5.747187969973311e-07, + 5.732775321121153e-07, + 5.718447368963098e-07, + 5.704153522856359e-07, + 5.689939825970214e-07, + 5.675818783856812e-07, + 5.661723321281897e-07, + 5.647749503623345e-07, + 5.633821160699881e-07, + 5.619942271550826e-07, + 5.606079866993241e-07, + 5.592265210907499e-07, + 5.578521609095333e-07, + 5.564815523939615e-07, + 5.551190724872868e-07, + 5.537605716199323e-07, + 5.524097446141241e-07, + 5.510660798790923e-07, + 5.497263941833808e-07, + 5.483906875269895e-07, + 5.470577093547035e-07, + 5.457272322928475e-07, + 5.44404258562281e-07, + 5.430832743513747e-07, + 5.417691113507317e-07, + 5.404592684499221e-07, + 5.39156587819889e-07, + 5.378557830226782e-07, + 5.365660058487265e-07, + 5.352806624614459e-07, + 5.340070856618695e-07, + 5.327373173713568e-07, + 5.314776103659824e-07, + 5.302255772221542e-07, + 5.289785462991858e-07, + 5.277402124193031e-07, + 5.265070512905368e-07, + 5.2528139349306e-07, + 5.240578957455e-07, + 5.228402528700826e-07, + 5.216339786784374e-07, + 5.204330477681651e-07, + 5.192407570575597e-07, + 5.18055514930893e-07, + 5.168788561604742e-07, + 5.157098712516017e-07, + 5.145480486135057e-07, + 5.13394638801401e-07, + 5.122504376231518e-07, + 5.111113523526001e-07, + 5.099766440253006e-07, + 5.088481884740759e-07, + 5.077232572148205e-07, + 5.066054313829227e-07, + 5.054951657257334e-07, + 5.043941087023995e-07, + 5.032964054407785e-07, + 5.02204159147368e-07, + 5.011175971958437e-07, + 5.00038140671677e-07, + 4.989640274288831e-07, + 4.978962238055828e-07, + 4.968346729583573e-07, + 4.957723263032676e-07, + 4.947145839651057e-07, + 4.936607069794263e-07, + 4.926125711790519e-07, + 4.915696649732126e-07, + 4.905314767711388e-07, + 4.894974949820607e-07, + 4.884724944531627e-07, + 4.874511887464905e-07, + 4.864344873567461e-07, + 4.854229018746992e-07, + 4.844201839659945e-07, + 4.834228661820816e-07, + 4.824282768822741e-07, + 4.814378371520434e-07, + 4.804514901479706e-07, + 4.794723054146743e-07, + 4.784987481798453e-07, + 4.775297384185251e-07, + 4.7656536139584205e-07, + 4.756056455335056e-07, + 4.746507613617723e-07, + 4.7370301103910606e-07, + 4.7276006398533355e-07, + 4.7182453499772237e-07, + 4.708956566901179e-07, + 4.699709279520903e-07, + 4.690504340487678e-07, + 4.681365055603237e-07, + 4.6722428237444547e-07, + 4.663168056140421e-07, + 4.6541532583432854e-07, + 4.645173135031655e-07, + 4.636220580778172e-07, + 4.627295027148648e-07, + 4.61840159005078e-07, + 4.609570112279471e-07, + 4.600782972374873e-07, + 4.592029938521591e-07, + 4.583320105666644e-07, + 4.5746455157313903e-07, + 4.5660044634132646e-07, + 4.5574199702969054e-07, + 4.5489076683224994e-07, + 4.540428619748127e-07, + 4.531988508915674e-07, + 4.523582504134538e-07, + 4.5151801941756275e-07, + 4.506820516780863e-07, + 4.498495513871603e-07, + 4.490218543651281e-07, + 4.481979374304501e-07, + 4.47376322654236e-07, + 4.4655635633716884e-07, + 4.457404259028408e-07, + 4.449267692052672e-07, + 4.441164662694064e-07, + 4.433107960721827e-07, + 4.425070301294909e-07, + 4.4170766955176077e-07, + 4.4091024165027193e-07, + 4.401160822453676e-07, + 4.393269534830324e-07, + 4.3854615228156035e-07, + 4.37767511130005e-07, + 4.3698932472580054e-07, + 4.362138668057014e-07, + 4.3544241634663194e-07, + 4.346770481333806e-07, + 4.339164263456041e-07, + 4.331586467287707e-07, + 4.324062103933102e-07, + 4.3165630358998897e-07, + 4.3090759049846383e-07, + 4.301649596527568e-07, + 4.294272173410718e-07, + 4.286943351416994e-07, + 4.2796503407771525e-07, + 4.272385467629647e-07, + 4.265150437277043e-07, + 4.2579407022458327e-07, + 4.2507789999035595e-07, + 4.2436596459083376e-07, + 4.2365718400105834e-07, + 4.229520129683806e-07, + 4.2224507978971815e-07, + 4.2154115931225533e-07, + 4.208413315609505e-07, + 4.201436070161435e-07, + 4.1945182260860747e-07, + 4.1876302248056163e-07, + 4.180746770998667e-07, + 4.1739048128874856e-07, + 4.167090423834452e-07, + 4.1602979194976797e-07, + 4.1535417949489783e-07, + 4.146789365222503e-07, + 4.140088663007191e-07, + 4.133387960791879e-07, + 4.1267085748586396e-07, + 4.1200519262929447e-07, + 4.113420857265737e-07, + 4.1068207679018087e-07, + 4.100246542293462e-07, + 4.0936873801911133e-07, + 4.0871475448511774e-07, + 4.0806179413266364e-07, + 4.074115338426054e-07, + 4.067639736149431e-07, + 4.061178628944617e-07, + 4.0547399748902535e-07, + 4.0483300267624145e-07, + 4.041915815378161e-07, + 4.0355146779802453e-07, + 4.0291283198712335e-07, + 4.0227584463536914e-07, + 4.016403352125053e-07, + 4.0100601950143755e-07, + 4.0037392068370536e-07, + 3.9974440824153135e-07, + 3.991158052940591e-07, + 3.9849095401223167e-07, + 3.9786874594938126e-07, + 3.972486410930287e-07, + 3.9663078155172116e-07, + 3.9601474099981715e-07, + 3.954025942221051e-07, + 3.947941991100379e-07, + 3.941896977721626e-07, + 3.9358789649668324e-07, + 3.929883689579583e-07, + 3.923921383375273e-07, + 3.9179815303214127e-07, + 3.9120584460761165e-07, + 3.906166625711194e-07, + 3.90030180597023e-07, + 3.8944560287745844e-07, + 3.888651463057613e-07, + 3.8828721926620346e-07, + 3.8771116805946804e-07, + 3.871373621677776e-07, + 3.86567705845664e-07, + 3.8600057905568974e-07, + 3.854343333387078e-07, + 3.8487127085318207e-07, + 3.8431085158663336e-07, + 3.8375202393581276e-07, + 3.8319544160003716e-07, + 3.826401382411859e-07, + 3.8208648334148165e-07, + 3.815340789969923e-07, + 3.809822430866916e-07, + 3.804318566835718e-07, + 3.798843408731045e-07, + 3.793385872086219e-07, + 3.787948799072183e-07, + 3.782523378959013e-07, + 3.777113022351841e-07, + 3.771723697809648e-07, + 3.766350289424736e-07, + 3.7609675018757116e-07, + 3.75560603060876e-07, + 3.7502655914067873e-07, + 3.74494533161851e-07, + 3.739624503396044e-07, + 3.734323286153085e-07, + 3.72904082723835e-07, + 3.723772294961236e-07, + 3.718521099926875e-07, + 3.7132898000891146e-07, + 3.7080829429214646e-07, + 3.702886601786304e-07, + 3.6977084505451785e-07, + 3.6925456470271456e-07, + 3.687406717745034e-07, + 3.682285694139864e-07, + 3.677177176086843e-07, + 3.672080595151783e-07, + 3.667000498808193e-07, + 3.661938876575732e-07, + 3.6569005601450044e-07, + 3.65189350759465e-07, + 3.64692567700331e-07, + 3.6419754678718164e-07, + 3.6370434486343584e-07, + 3.632137293152482e-07, + 3.6272410852689063e-07, + 3.6223633514964604e-07, + 3.617519723775331e-07, + 3.6126974123362743e-07, + 3.607892153922876e-07, + 3.6031028116667585e-07, + 3.59832199592347e-07, + 3.5935528330810484e-07, + 3.5888012916984735e-07, + 3.5840685086441226e-07, + 3.5793587471744104e-07, + 3.574665754513262e-07, + 3.5699883937923005e-07, + 3.5653451391226554e-07, + 3.560718653261574e-07, + 3.556106946689397e-07, + 3.551510872057406e-07, + 3.5469221870698675e-07, + 3.5423445865490066e-07, + 3.5377760809751635e-07, + 3.5332243442098843e-07, + 3.528687386733509e-07, + 3.5241652085460373e-07, + 3.519648998917546e-07, + 3.5151427368873556e-07, + 3.5106447171529e-07, + 3.506157781885122e-07, + 3.501683636386588e-07, + 3.4972205753547314e-07, + 3.4927811043417023e-07, + 3.488352717795351e-07, + 3.483939394754998e-07, + 3.4795334613590967e-07, + 3.475140886166628e-07, + 3.470763374480157e-07, + 3.466399789431307e-07, + 3.4620347832969856e-07, + 3.4576842722344736e-07, + 3.453347972026677e-07, + 3.449029293278727e-07, + 3.4447242569513037e-07, + 3.4404325788273127e-07, + 3.4361568168606027e-07, + 3.4318958341827965e-07, + 3.42764735705714e-07, + 3.4234105328323494e-07, + 3.419182235120388e-07, + 3.4149672956118593e-07, + 3.41076685117514e-07, + 3.406578343856381e-07, + 3.402399784135923e-07, + 3.398234298401803e-07, + 3.3940810340027383e-07, + 3.389949654319935e-07, + 3.385828222235432e-07, + 3.38171872726889e-07, + 3.377617190380988e-07, + 3.37352844326233e-07, + 3.369461865077028e-07, + 3.3654060871413094e-07, + 3.3613613936722686e-07, + 3.3573286373211886e-07, + 3.3533154919496155e-07, + 3.3493171258669463e-07, + 3.345326149428729e-07, + 3.3413417099836806e-07, + 3.33736835500531e-07, + 3.333406368710712e-07, + 3.329456887968263e-07, + 3.325519628560869e-07, + 3.32159260096887e-07, + 3.317673815672606e-07, + 3.31376810436268e-07, + 3.309875751256186e-07, + 3.305998177438596e-07, + 3.3021208878381003e-07, + 3.298257240658131e-07, + 3.294406383247406e-07, + 3.2905631996982265e-07, + 3.2867296795302536e-07, + 3.282907528046053e-07, + 3.279085944996041e-07, + 3.275281699188781e-07, + 3.2714902431507653e-07, + 3.2677166927896906e-07, + 3.263937742303824e-07, + 3.2601707289359183e-07, + 3.2564221896791423e-07, + 3.2526850191061385e-07, + 3.2489515433553606e-07, + 3.2452288678541663e-07, + 3.241516708385461e-07, + 3.2378150649492454e-07, + 3.2341253586309904e-07, + 3.230452989555488e-07, + 3.226789715427003e-07, + 3.223131557206216e-07, + 3.2194844834521064e-07, + 3.215847073079203e-07, + 3.212219610304601e-07, + 3.2086100532069395e-07, + 3.2050112963588617e-07, + 3.2014222028919903e-07, + 3.197841635937948e-07, + 3.1942747114044323e-07, + 3.190711197476048e-07, + 3.1871553574092104e-07, + 3.1836043490329757e-07, + 3.180064709340513e-07, + 3.1765350172463513e-07, + 3.1730093041915097e-07, + 3.169503202116175e-07, + 3.166007900290424e-07, + 3.162521977628785e-07, + 3.1590479920851067e-07, + 3.155583954139729e-07, + 3.1521292953584634e-07, + 3.148693394905422e-07, + 3.1452660209652095e-07, + 3.1418483104062034e-07, + 3.1384382737087435e-07, + 3.135039605695056e-07, + 3.1316571380557434e-07, + 3.128285754883109e-07, + 3.124922329789115e-07, + 3.121570273378893e-07, + 3.1182270276985946e-07, + 3.1148942980507854e-07, + 3.111569810698711e-07, + 3.10825413407656e-07, + 3.104945847098861e-07, + 3.1016463708510855e-07, + 3.098358263287082e-07, + 3.0950766927162476e-07, + 3.091797680099262e-07, + 3.088532594119897e-07, + 3.0852817189952475e-07, + 3.0820424967714644e-07, + 3.078811516843416e-07, + 3.0755805369153677e-07, + 3.0723504096386023e-07, + 3.069127956223383e-07, + 3.0659143135380873e-07, + 3.0627109026681865e-07, + 3.0595074917982856e-07, + 3.056310902138648e-07, + 3.053114880913199e-07, + 3.0499256808980135e-07, + 3.0467455758298456e-07, + 3.043573428840318e-07, + 3.0404095241465257e-07, + 3.037252156445902e-07, + 3.0341030310410133e-07, + 3.030963569017331e-07, + 3.027828370250063e-07, + 3.0246999926930584e-07, + 3.0215795732146944e-07, + 3.018467964466254e-07, + 3.015354366198153e-07, + 3.012248726008693e-07, + 3.0091476332927414e-07, + 3.0060601829973166e-07, + 3.0029826803001924e-07, + 2.99991256724752e-07, + 2.996852970227337e-07, + 2.993807015627681e-07, + 2.990769871757948e-07, + 2.9877418228352326e-07, + 2.984722016208252e-07, + 2.9817113045282895e-07, + 2.9787079824927787e-07, + 2.9757231345683977e-07, + 2.9727439709859027e-07, + 2.96977418656752e-07, + 2.966812076010683e-07, + 2.9638576393153926e-07, + 2.960908886961988e-07, + 2.9579683769043186e-07, + 2.9550349722740066e-07, + 2.9521024202949775e-07, + 2.949176973743306e-07, + 2.9462592010531807e-07, + 2.9433508075271675e-07, + 2.9404426982182486e-07, + 2.9375402732512157e-07, + 2.934643532626069e-07, + 2.9317487815205823e-07, + 2.9288531777638127e-07, + 2.9259643952173064e-07, + 2.9230815812297806e-07, + 2.920203883149952e-07, + 2.9173344273658586e-07, + 2.9144729296604055e-07, + 2.911619390033593e-07, + 2.908766418840969e-07, + 2.9059205530757026e-07, + 2.903092308770283e-07, + 2.9002669066358067e-07, + 2.8974471888432163e-07, + 2.8946345764779835e-07, + 2.891836174967466e-07, + 2.889044026233023e-07, + 2.8862569934062776e-07, + 2.8834784870923613e-07, + 2.880705380903237e-07, + 2.8779399485756585e-07, + 2.8751813374583435e-07, + 2.8724284106829145e-07, + 2.8696808840322774e-07, + 2.8669410312431864e-07, + 2.864208283881453e-07, + 2.861482073512889e-07, + 2.8587632527887763e-07, + 2.8560489795381727e-07, + 2.8533386853268894e-07, + 2.8506389071480953e-07, + 2.8479402658376785e-07, + 2.845248445737525e-07, + 2.8425614573279745e-07, + 2.8398710583132925e-07, + 2.8371880489430623e-07, + 2.8345118607830955e-07, + 2.831843630701769e-07, + 2.829173695317877e-07, + 2.826510296927154e-07, + 2.823853719746694e-07, + 2.821205384861969e-07, + 2.8185624501020357e-07, + 2.81592662076946e-07, + 2.813299886383902e-07, + 2.8106811100769846e-07, + 2.808068870763236e-07, + 2.805463168442657e-07, + 2.8028659926349064e-07, + 2.800273364300665e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0026597471442073584, + 0.002368967281654477, + 0.0019964834209531546, + 0.0017466987483203411, + 0.0015586134977638721, + 0.0014037223299965262, + 0.0012730556773021817, + 0.0011587559711188078, + 0.0010628539603203535, + 0.000979699078015983, + 0.0009090556995943189, + 0.0008474296773783863, + 0.0007922652293927968, + 0.0007448607939295471, + 0.0007036611204966903, + 0.0006645131506957114, + 0.0006314608617685735, + 0.0006012183730490506, + 0.0005728246760554612, + 0.0005472872871905565, + 0.0005239548627287149, + 0.0005028708255849779, + 0.0004840848851017654, + 0.000466661382233724, + 0.0004507737176027149, + 0.00043566388194449246, + 0.0004218785325065255, + 0.0004089753783773631, + 0.0003967342490796, + 0.0003854489477816969, + 0.00037478251033462584, + 0.00036472248029895127, + 0.000355563941411674, + 0.00034698916715569794, + 0.0003389991179574281, + 0.00033144044573418796, + 0.00032419312628917396, + 0.0003171067510265857, + 0.0003104136558249593, + 0.0003040372394025326, + 0.00029793402063660324, + 0.00029211805667728186, + 0.00028651696629822254, + 0.0002810856094583869, + 0.0002758932823780924, + 0.00027095049154013395, + 0.00026620784774422646, + 0.00026171046192757785, + 0.00025737399118952453, + 0.00025320073473267257, + 0.00024921787553466856, + 0.0002453688357491046, + 0.00024159628082998097, + 0.00023796527239028364, + 0.00023450609296560287, + 0.00023109324683900923, + 0.00022778313723392785, + 0.00022460707987193018, + 0.00022152357269078493, + 0.0002185482589993626, + 0.00021567684598267078, + 0.00021286981063894928, + 0.00021013843070250005, + 0.00020749893155880272, + 0.00020493383635766804, + 0.0002024141140282154, + 0.00019992342276964337, + 0.00019750249339267612, + 0.0001951149315573275, + 0.00019278033869341016, + 0.000190498583833687, + 0.00018829711189027876, + 0.00018615236331243068, + 0.0001840273616835475, + 0.0001819554454414174, + 0.00017994821246247739, + 0.00017797604959923774, + 0.00017605142784304917, + 0.0001741833839332685, + 0.0001723596651572734, + 0.00017058942466974258, + 0.00016886164667084813, + 0.0001671642967266962, + 0.0001655109808780253, + 0.00016390392556786537, + 0.0001623419375391677, + 0.0001608317397767678, + 0.00015935199917294085, + 0.00015791853365954012, + 0.00015651946887373924, + 0.0001551396126160398, + 0.00015379000979010016, + 0.00015247611736413091, + 0.0001511862501502037, + 0.00014992212527431548, + 0.0001486904948251322, + 0.0001474821474403143, + 0.0001462864165659994, + 0.00014511117478832603, + 0.00014395143080037087, + 0.00014281559560913593, + 0.00014170525537338108, + 0.0001406129595125094, + 0.00013954027963336557, + 0.0001384866191074252, + 0.0001374412968289107, + 0.0001364085910608992, + 0.0001353927218588069, + 0.00013439111353363842, + 0.00013340360601432621, + 0.00013243124703876674, + 0.0001314774272032082, + 0.0001305412733927369, + 0.00012961888569407165, + 0.0001287135382881388, + 0.0001278265699511394, + 0.00012694513134192675, + 0.00012608087854459882, + 0.00012522943143267184, + 0.00012439448619261384, + 0.00012357030936982483, + 0.00012275570770725608, + 0.00012194908777019009, + 0.00012115841673221439, + 0.00012037761189276353, + 0.00011960350821027532, + 0.00011884261766681448, + 0.00011810003343271092, + 0.00011736472515622154, + 0.00011663681652862579, + 0.00011591958900680766, + 0.00011520906264195219, + 0.00011450476449681446, + 0.00011380967771401629, + 0.00011312497372273356, + 0.0001124499540310353, + 0.0001117748543038033, + 0.00011110788182122633, + 0.00011044962593587115, + 0.00010979860235238448, + 0.00010915579332504421, + 0.00010852762352442369, + 0.00010790657688630745, + 0.0001072902960004285, + 0.00010667695460142568, + 0.00010607094009174034, + 0.00010547225247137249, + 0.00010487977124284953, + 0.00010429019312141463, + 0.0001037051624734886, + 0.00010312982340110466, + 0.00010256345558445901, + 0.00010200571705354378, + 0.0001014534936985001, + 0.00010091027070302516, + 0.00010037200263468549, + 9.984165808418766e-05, + 9.932132525136694e-05, + 9.880916331894696e-05, + 9.830539784161374e-05, + 9.780776599654928e-05, + 9.731856698635966e-05, + 9.683184907771647e-05, + 9.634552407078445e-05, + 9.586595115251839e-05, + 9.539103484712541e-05, + 9.492350363871083e-05, + 9.44615458138287e-05, + 9.400419367011636e-05, + 9.355184010928497e-05, + 9.310441964771599e-05, + 9.266028791898862e-05, + 9.221824439009652e-05, + 9.178261825582013e-05, + 9.135314030572772e-05, + 9.09295558813028e-05, + 9.05109554878436e-05, + 9.00977902347222e-05, + 8.969090413302183e-05, + 8.928759052651003e-05, + 8.888896263670176e-05, + 8.849558071233332e-05, + 8.810900908429176e-05, + 8.772877481533214e-05, + 8.735275332583115e-05, + 8.698109741089866e-05, + 8.661376341478899e-05, + 8.624972542747855e-05, + 8.588992932345718e-05, + 8.553631778340787e-05, + 8.51859658723697e-05, + 8.484121644869447e-05, + 8.450165478279814e-05, + 8.416519267484546e-05, + 8.383159729419276e-05, + 8.349995914613828e-05, + 8.317230822285637e-05, + 8.284795330837369e-05, + 8.25265669845976e-05, + 8.220642484957352e-05, + 8.189086656784639e-05, + 8.157788397511467e-05, + 8.126632747007534e-05, + 8.095554221654311e-05, + 8.064686699071899e-05, + 8.033819904085249e-05, + 8.003306720638648e-05, + 7.973362517077476e-05, + 7.943810487631708e-05, + 7.914450543466955e-05, + 7.885208469815552e-05, + 7.856258889660239e-05, + 7.827450463082641e-05, + 7.798724982421845e-05, + 7.770332740619779e-05, + 7.742196612525731e-05, + 7.714284583926201e-05, + 7.686683238716796e-05, + 7.659290713490918e-05, + 7.632052438566461e-05, + 7.605076825711876e-05, + 7.578187069157138e-05, + 7.5515839853324e-05, + 7.52535488572903e-05, + 7.499587081838399e-05, + 7.474036829080433e-05, + 7.448723772540689e-05, + 7.423519855365157e-05, + 7.398321031359956e-05, + 7.373300468316302e-05, + 7.348551298491657e-05, + 7.324281614273787e-05, + 7.300150173250586e-05, + 7.276274845935404e-05, + 7.252579962369055e-05, + 7.228997856145725e-05, + 7.205624569905922e-05, + 7.182398985605687e-05, + 7.159238157328218e-05, + 7.136243220884353e-05, + 7.113481115084141e-05, + 7.090917642926797e-05, + 7.068523700581864e-05, + 7.046225800877437e-05, + 7.024023943813518e-05, + 7.001923222560436e-05, + 6.979879981372505e-05, + 6.958043377380818e-05, + 6.936399586265907e-05, + 6.91499953973107e-05, + 6.893721001688391e-05, + 6.872478843433782e-05, + 6.851262878626585e-05, + 6.830118218204007e-05, + 6.809102342231199e-05, + 6.788211612729356e-05, + 6.76746349199675e-05, + 6.746834696969017e-05, + 6.726492574671283e-05, + 6.706318526994437e-05, + 6.686358392471448e-05, + 6.666534318355843e-05, + 6.646724068559706e-05, + 6.627125549130142e-05, + 6.6077642259188e-05, + 6.58851204207167e-05, + 6.56926931696944e-05, + 6.550156831508502e-05, + 6.53119059279561e-05, + 6.512301479233429e-05, + 6.493491673609242e-05, + 6.474672409240156e-05, + 6.455957191064954e-05, + 6.437375850509852e-05, + 6.41892256680876e-05, + 6.400605343515053e-05, + 6.382399442372844e-05, + 6.36434051557444e-05, + 6.346407462842762e-05, + 6.32860028417781e-05, + 6.310849130386487e-05, + 6.293129263212904e-05, + 6.275495979934931e-05, + 6.257948552956805e-05, + 6.240518996492028e-05, + 6.22304723947309e-05, + 6.205652607604861e-05, + 6.188378756633028e-05, + 6.171330460347235e-05, + 6.1543527408503e-05, + 6.137512536952272e-05, + 6.120838952483609e-05, + 6.10426941420883e-05, + 6.0878537624375895e-05, + 6.0715519794030115e-05, + 6.055447011021897e-05, + 6.039426807546988e-05, + 6.02348409302067e-05, + 6.0077036323491484e-05, + 5.9920585044892505e-05, + 5.97653015574906e-05, + 5.96115060034208e-05, + 5.945921293459833e-05, + 5.930763654760085e-05, + 5.915669316891581e-05, + 5.900709584238939e-05, + 5.885899736313149e-05, + 5.871151006431319e-05, + 5.8565434301272035e-05, + 5.841924939886667e-05, + 5.8273886679671705e-05, + 5.8130182878812775e-05, + 5.798685742774978e-05, + 5.7844328694045544e-05, + 5.7703502534423023e-05, + 5.756412065238692e-05, + 5.742448411183432e-05, + 5.728524411097169e-05, + 5.7146648032357916e-05, + 5.70079282624647e-05, + 5.687000520993024e-05, + 5.673218402080238e-05, + 5.659511225530878e-05, + 5.6458553444826975e-05, + 5.6322594900848344e-05, + 5.618814975605346e-05, + 5.6053901062114164e-05, + 5.5920441809576005e-05, + 5.5788295867387205e-05, + 5.565646642935462e-05, + 5.552561560762115e-05, + 5.5395565141225234e-05, + 5.5265318223973736e-05, + 5.513575888471678e-05, + 5.5007119954098016e-05, + 5.4878753871889785e-05, + 5.475073339766823e-05, + 5.4623182222712785e-05, + 5.4496664233738557e-05, + 5.437112849904224e-05, + 5.424680421128869e-05, + 5.4123924201121554e-05, + 5.400205191108398e-05, + 5.3881496569374576e-05, + 5.37613159394823e-05, + 5.36423031007871e-05, + 5.352318112272769e-05, + 5.34046848770231e-05, + 5.3286868933355436e-05, + 5.3169445891398937e-05, + 5.305269223754294e-05, + 5.293727735988796e-05, + 5.2822386351181194e-05, + 5.2708379371324554e-05, + 5.2595045417547226e-05, + 5.2482482715277e-05, + 5.237117875367403e-05, + 5.226054054219276e-05, + 5.2150688134133816e-05, + 5.2040984883205965e-05, + 5.1931969210272655e-05, + 5.182374661671929e-05, + 5.171512020751834e-05, + 5.1606595661723986e-05, + 5.149814023752697e-05, + 5.139031054568477e-05, + 5.128265911480412e-05, + 5.117548062116839e-05, + 5.10691934323404e-05, + 5.0963397370651364e-05, + 5.085883094579913e-05, + 5.075429362477735e-05, + 5.064981451141648e-05, + 5.054567736806348e-05, + 5.0441707571735606e-05, + 5.033868001191877e-05, + 5.023597623221576e-05, + 5.0133334298152477e-05, + 5.003123442293145e-05, + 4.9929327360587195e-05, + 4.9828806368168443e-05, + 4.972865281160921e-05, + 4.962915772921406e-05, + 4.9529862735653296e-05, + 4.9431368097430095e-05, + 4.9333484639646485e-05, + 4.9236801714869216e-05, + 4.914022429147735e-05, + 4.904439992969856e-05, + 4.8948597395792603e-05, + 4.885353337158449e-05, + 4.875841841567308e-05, + 4.866378731094301e-05, + 4.856953091803007e-05, + 4.84759257233236e-05, + 4.8382738896179944e-05, + 4.828981764148921e-05, + 4.8197169235209e-05, + 4.810473183169961e-05, + 4.801248724106699e-05, + 4.792053732671775e-05, + 4.78285328426864e-05, + 4.773675027536228e-05, + 4.7645258746342734e-05, + 4.7553941840305924e-05, + 4.746303238789551e-05, + 4.737215203931555e-05, + 4.72812243970111e-05, + 4.7190616896841675e-05, + 4.7100715164560825e-05, + 4.7011049900902435e-05, + 4.692256698035635e-05, + 4.6834571548970416e-05, + 4.674734009313397e-05, + 4.6660585212521255e-05, + 4.657444515032694e-05, + 4.64896293124184e-05, + 4.640528277377598e-05, + 4.632184936781414e-05, + 4.623947461368516e-05, + 4.615812576957978e-05, + 4.607792288879864e-05, + 4.5997534471098334e-05, + 4.591950710164383e-05, + 4.584141061059199e-05, + 4.5763652451569214e-05, + 4.568498479784466e-05, + 4.560696834232658e-05, + 4.552771497401409e-05, + 4.544755574897863e-05, + 4.5367127313511446e-05, + 4.528638601186685e-05, + 4.5204222260508686e-05, + 4.512047235039063e-05, + 4.503609670791775e-05, + 4.4950404117116705e-05, + 4.4863347284263e-05, + 4.477518450585194e-05, + 4.468461702344939e-05, + 4.4593158236239105e-05, + 4.45019468315877e-05, + 4.440670818439685e-05, + 4.431033448781818e-05, + 4.421340781846084e-05, + 4.411632107803598e-05, + 4.4018193875672296e-05, + 4.392030677990988e-05, + 4.382231054478325e-05, + 4.3722546251956373e-05, + 4.362129038781859e-05, + 4.352060204837471e-05, + 4.341949170338921e-05, + 4.331782110966742e-05, + 4.3216292397119105e-05, + 4.3114905565744266e-05, + 4.301384979044087e-05, + 4.291267759981565e-05, + 4.281069413991645e-05, + 4.2708637920441106e-05, + 4.2605402995832264e-05, + 4.2502615542616695e-05, + 4.239906047587283e-05, + 4.229520709486678e-05, + 4.2190178646706045e-05, + 4.2085703171323985e-05, + 4.198110764264129e-05, + 4.18753334088251e-05, + 4.176961010671221e-05, + 4.1664501623017713e-05, + 4.155961869400926e-05, + 4.1454110032645985e-05, + 4.134791743126698e-05, + 4.124143742956221e-05, + 4.113446266273968e-05, + 4.102708044229075e-05, + 4.092020753887482e-05, + 4.081274164491333e-05, + 4.0705253923079e-05, + 4.059792627231218e-05, + 4.0490893297828734e-05, + 4.038439510622993e-05, + 4.027773320558481e-05, + 4.017180981463753e-05, + 4.006618109997362e-05, + 3.996051236754283e-05, + 3.98549236706458e-05, + 3.9750371797708794e-05, + 3.964625648222864e-05, + 3.954219937440939e-05, + 3.943834963138215e-05, + 3.933413972845301e-05, + 3.923024996765889e-05, + 3.912667671102099e-05, + 3.902390744769946e-05, + 3.892161839758046e-05, + 3.8819376641185954e-05, + 3.8717604184057564e-05, + 3.861619916278869e-05, + 3.8515256164828315e-05, + 3.841436773655005e-05, + 3.8314363337121904e-05, + 3.821461723418906e-05, + 3.811548594967462e-05, + 3.801679122261703e-05, + 3.791859853663482e-05, + 3.782073690672405e-05, + 3.7723373679909855e-05, + 3.762629421544261e-05, + 3.752957491087727e-05, + 3.743315755855292e-05, + 3.733741323230788e-05, + 3.72424183296971e-05, + 3.714779086294584e-05, + 3.7053818232379854e-05, + 3.6960187571821734e-05, + 3.6867157177766785e-05, + 3.677459608297795e-05, + 3.668258068501018e-05, + 3.6590783565770835e-05, + 3.6499517591437325e-05, + 3.640884460764937e-05, + 3.6318335332907736e-05, + 3.622860094765201e-05, + 3.613916123867966e-05, + 3.605003803386353e-05, + 3.596101305447519e-05, + 3.587229730328545e-05, + 3.578403266146779e-05, + 3.569602995412424e-05, + 3.56085438397713e-05, + 3.5521312383934855e-05, + 3.543457205523737e-05, + 3.5348290111869574e-05, + 3.526225918903947e-05, + 3.517648292472586e-05, + 3.509088128339499e-05, + 3.500545790302567e-05, + 3.492051109788008e-05, + 3.483569162199274e-05, + 3.4751308703562245e-05, + 3.4667198633542284e-05, + 3.4583550586830825e-05, + 3.450001895544119e-05, + 3.441719672991894e-05, + 3.433465099078603e-05, + 3.425288377911784e-05, + 3.4171353036072105e-05, + 3.409046621527523e-05, + 3.401007052161731e-05, + 3.392999860807322e-05, + 3.3850483305286616e-05, + 3.377129542059265e-05, + 3.369259138708003e-05, + 3.36140365106985e-05, + 3.3535856346134096e-05, + 3.345840741530992e-05, + 3.338130045449361e-05, + 3.330474646645598e-05, + 3.322863994981162e-05, + 3.3153082767967135e-05, + 3.3078016713261604e-05, + 3.3003412681864575e-05, + 3.2929357985267416e-05, + 3.2855892641237006e-05, + 3.278275835327804e-05, + 3.2709900551708415e-05, + 3.2637450203765184e-05, + 3.256521813455038e-05, + 3.249344081268646e-05, + 3.242214734200388e-05, + 3.2351454137824476e-05, + 3.2280979212373495e-05, + 3.2210853532887995e-05, + 3.2141091651283205e-05, + 3.207178087905049e-05, + 3.200281207682565e-05, + 3.19342507282272e-05, + 3.186608955729753e-05, + 3.179787381668575e-05, + 3.172996730427258e-05, + 3.166230453643948e-05, + 3.15950128424447e-05, + 3.1528048566542566e-05, + 3.146139351883903e-05, + 3.139500768156722e-05, + 3.1329193006968126e-05, + 3.12636184389703e-05, + 3.1198349461192265e-05, + 3.113340062554926e-05, + 3.106902659055777e-05, + 3.100499452557415e-05, + 3.094113708357327e-05, + 3.0877545214025304e-05, + 3.081421891693026e-05, + 3.07513473671861e-05, + 3.068883961532265e-05, + 3.062663017772138e-05, + 3.056471541640349e-05, + 3.0503102607326582e-05, + 3.0441795388469473e-05, + 3.0380946554942057e-05, + 3.0320406949613243e-05, + 3.0260340281529352e-05, + 3.0200701075955294e-05, + 3.0141334718791768e-05, + 3.008224484801758e-05, + 3.0023571525816806e-05, + 2.996500552399084e-05, + 2.990674511238467e-05, + 2.9848872145521455e-05, + 2.9791217457386665e-05, + 2.973373921122402e-05, + 2.9676431950065307e-05, + 2.9619341148645617e-05, + 2.9562648705905303e-05, + 2.950623820652254e-05, + 2.9450044166878797e-05, + 2.9394128432613797e-05, + 2.9338436434045434e-05, + 2.9282955438247882e-05, + 2.9227840059320442e-05, + 2.9173197617637925e-05, + 2.9118769816705026e-05, + 2.9064591217320412e-05, + 2.9010627258685417e-05, + 2.8956685127923265e-05, + 2.8903015845571645e-05, + 2.884956484194845e-05, + 2.8796428523492068e-05, + 2.874353049264755e-05, + 2.8690790713881142e-05, + 2.8638152798521332e-05, + 2.8585773179656826e-05, + 2.8533539079944603e-05, + 2.8481517801992595e-05, + 2.8429796657292172e-05, + 2.8378197384881787e-05, + 2.8326878236839548e-05, + 2.827568278007675e-05, + 2.8224703783052973e-05, + 2.8174046747153625e-05, + 2.8123920856160112e-05, + 2.807393502735067e-05, + 2.8023978302371688e-05, + 2.7974196200375445e-05, + 2.7924672394874506e-05, + 2.7875534215127118e-05, + 2.782670890155714e-05, + 2.7778065486927517e-05, + 2.7729765861295164e-05, + 2.768162448774092e-05, + 2.7633559511741623e-05, + 2.7585887437453493e-05, + 2.753852641035337e-05, + 2.7491476430441253e-05, + 2.7444657462183386e-05, + 2.739802403084468e-05, + 2.7351581593393348e-05, + 2.7305302864988334e-05, + 2.725933154579252e-05, + 2.721362943702843e-05, + 2.7168129236088134e-05, + 2.7122861865791492e-05, + 2.7077478080173023e-05, + 2.7032294383388944e-05, + 2.698737444006838e-05, + 2.6942583644995466e-05, + 2.6898180294665508e-05, + 2.6853964300244115e-05, + 2.680977740965318e-05, + 2.6765857910504565e-05, + 2.6722111215349287e-05, + 2.6678506401367486e-05, + 2.663513987499755e-05, + 2.6591796995489858e-05, + 2.6548786991043016e-05, + 2.6505773348617367e-05, + 2.646289976837579e-05, + 2.6420168069307692e-05, + 2.637760371726472e-05, + 2.6335233997087926e-05, + 2.6293035261915065e-05, + 2.62509365711594e-05, + 2.6208959752693772e-05, + 2.6167044779867865e-05, + 2.61253044300247e-05, + 2.6083738703164272e-05, + 2.6042260287795216e-05, + 2.6000929210567847e-05, + 2.5959781851270236e-05, + 2.591861084511038e-05, + 2.5877521693473682e-05, + 2.5836528948275372e-05, + 2.579564170446247e-05, + 2.575484904809855e-05, + 2.5714134608278982e-05, + 2.567355659266468e-05, + 2.563314774306491e-05, + 2.559280073910486e-05, + 2.555269566073548e-05, + 2.5512756110401824e-05, + 2.547295662225224e-05, + 2.543329719628673e-05, + 2.539375600463245e-05, + 2.535446037654765e-05, + 2.5315410312032327e-05, + 2.5276605811086483e-05, + 2.523798139009159e-05, + 2.519950248824898e-05, + 2.5161230951198377e-05, + 2.5123104933300056e-05, + 2.5085088054765947e-05, + 2.5047269446076825e-05, + 2.500962364138104e-05, + 2.4972101527964696e-05, + 2.4934846805990674e-05, + 2.4897753974073566e-05, + 2.4860781195457093e-05, + 2.48239521170035e-05, + 2.478738679201342e-05, + 2.4750985176069662e-05, + 2.4714641767786816e-05, + 2.4678500267327763e-05, + 2.4642526113893837e-05, + 2.4606661099824123e-05, + 2.457093978591729e-05, + 2.4535298507544212e-05, + 2.449976273055654e-05, + 2.4464308808092028e-05, + 2.442888762743678e-05, + 2.439356285321992e-05, + 2.435841815895401e-05, + 2.4323393517988734e-05, + 2.428849802527111e-05, + 2.425367529212963e-05, + 2.4218950784415938e-05, + 2.418436088191811e-05, + 2.414987284282688e-05, + 2.4115326596074738e-05, + 2.4080913135549054e-05, + 2.4046634280239232e-05, + 2.4012490030145273e-05, + 2.397834396106191e-05, + 2.3944319764268585e-05, + 2.3910415620775893e-05, + 2.3876600607763976e-05, + 2.3842898372095078e-05, + 2.3809321646695025e-05, + 2.3775904992362484e-05, + 2.3742555640637875e-05, + 2.3709324523224495e-05, + 2.367619345022831e-05, + 2.364321335335262e-05, + 2.3610344214830548e-05, + 2.3577558749821037e-05, + 2.3544849682366475e-05, + 2.3512242478318512e-05, + 2.3479757146560587e-05, + 2.3447420971933752e-05, + 2.341528670513071e-05, + 2.3383405277854763e-05, + 2.335163480893243e-05, + 2.3319980755331926e-05, + 2.3288494048756547e-05, + 2.3257071006810293e-05, + 2.322576256119646e-05, + 2.319467421330046e-05, + 2.3163729565567337e-05, + 2.3132888600230217e-05, + 2.3102153136278503e-05, + 2.3071468604030088e-05, + 2.3040858650347218e-05, + 2.3010361474007368e-05, + 2.2979986169957556e-05, + 2.294975820404943e-05, + 2.2919641196494922e-05, + 2.288962423335761e-05, + 2.2859829186927527e-05, + 2.2830137822893448e-05, + 2.2800541046308354e-05, + 2.2771046133129857e-05, + 2.2741594875697047e-05, + 2.2712216377840377e-05, + 2.2682894268655218e-05, + 2.2653683117823675e-05, + 2.2624566554441117e-05, + 2.2595544578507543e-05, + 2.2566560801351443e-05, + 2.253764250781387e-05, + 2.2508775145979598e-05, + 2.2479980543721467e-05, + 2.2451265976997092e-05, + 2.242262416984886e-05, + 2.2394135157810524e-05, + 2.2365715267369524e-05, + 2.233739178336691e-05, + 2.2309119231067598e-05, + 2.2280928533291444e-05, + 2.225283424195368e-05, + 2.2224827262107283e-05, + 2.2196813006303273e-05, + 2.216889515693765e-05, + 2.2141068257042207e-05, + 2.2113354134489782e-05, + 2.208572914241813e-05, + 2.205818600486964e-05, + 2.2030748368706554e-05, + 2.2003399863024242e-05, + 2.197613321186509e-05, + 2.1948948415229097e-05, + 2.1921812731307e-05, + 2.1894764358876273e-05, + 2.1867808754905127e-05, + 2.184092954848893e-05, + 2.1814114006701857e-05, + 2.1787382138427347e-05, + 2.176072848669719e-05, + 2.1734214897151105e-05, + 2.170776679122355e-05, + 2.168139508285094e-05, + 2.1655074306181632e-05, + 2.1628837203024887e-05, + 2.1602740162052214e-05, + 2.157671406166628e-05, + 2.155075708287768e-05, + 2.1524878320633434e-05, + 2.1499126887647435e-05, + 2.1473471861099824e-05, + 2.14478604902979e-05, + 2.1422292775241658e-05, + 2.1396794181782752e-05, + 2.1371368347899988e-05, + 2.134602254955098e-05, + 2.132075314875692e-05, + 2.1295552869560197e-05, + 2.1270405341056176e-05, + 2.1245341486064717e-05, + 2.122036494256463e-05, + 2.1195482986513525e-05, + 2.117060103046242e-05, + 2.114580820489209e-05, + 2.1121095414855517e-05, + 2.109643173753284e-05, + 2.1071831724839285e-05, + 2.1047306290711276e-05, + 2.1022784494562075e-05, + 2.0998371837777086e-05, + 2.0974041035515256e-05, + 2.0949826648575254e-05, + 2.0925577700836584e-05, + 2.0901401512674056e-05, + 2.0877347196801566e-05, + 2.0853365640505217e-05, + 2.0829407731071115e-05, + 2.080552076222375e-05, + 2.0781701095984317e-05, + 2.0757948732352816e-05, + 2.0734272766276263e-05, + 2.071070412057452e-05, + 2.06871991395019e-05, + 2.0663728719227947e-05, + 2.0640325601561926e-05, + 2.0616984329535626e-05, + 2.0593708541127853e-05, + 2.0570547349052504e-05, + 2.054745527857449e-05, + 2.0524425053736195e-05, + 2.0501447579590604e-05, + 2.0478557416936383e-05, + 2.045569272013381e-05, + 2.0432875317055732e-05, + 2.0410090655786917e-05, + 2.0387378754094243e-05, + 2.0364726879051886e-05, + 2.034210046986118e-05, + 2.0319603208918124e-05, + 2.0297173250583e-05, + 2.0274806956877e-05, + 2.0252515241736546e-05, + 2.023028901021462e-05, + 2.0208120986353606e-05, + 2.0186076653772034e-05, + 2.0164085071883164e-05, + 2.0142155335634016e-05, + 2.012027289310936e-05, + 2.009846139117144e-05, + 2.0076759028597735e-05, + 2.0055127606610768e-05, + 2.0033545297337696e-05, + 2.001203756663017e-05, + 1.9990586224594153e-05, + 1.996919854718726e-05, + 1.994786725845188e-05, + 1.99265887204092e-05, + 1.990536111406982e-05, + 1.988418989640195e-05, + 1.986309143831022e-05, + 1.9842036635964178e-05, + 1.9820998204522766e-05, + 1.9800047084572725e-05, + 1.977918691409286e-05, + 1.9758401322178543e-05, + 1.973767029994633e-05, + 1.971693927771412e-05, + 1.9696213712450117e-05, + 1.967553725990001e-05, + 1.9654917196021415e-05, + 1.9634360796771944e-05, + 1.961380803550128e-05, + 1.95932989299763e-05, + 1.957278982445132e-05, + 1.955232619366143e-05, + 1.953192077053245e-05, + 1.9511568098096177e-05, + 1.949126999534201e-05, + 1.9471010091365315e-05, + 1.9450802938081324e-05, + 1.9430659449426457e-05, + 1.941054142662324e-05, + 1.9390470697544515e-05, + 1.9370447262190282e-05, + 1.9350482034496963e-05, + 1.9330507711856626e-05, + 1.9310577044961974e-05, + 1.929068093886599e-05, + 1.9270872144261375e-05, + 1.925112519529648e-05, + 1.923142554005608e-05, + 1.921179318742361e-05, + 1.9192249965271913e-05, + 1.9172763131791726e-05, + 1.9153334505972452e-05, + 1.9133960449835286e-05, + 1.911464278236963e-05, + 1.9095372408628464e-05, + 1.907622026919853e-05, + 1.9057102690567262e-05, + 1.903804877656512e-05, + 1.9019045794266276e-05, + 1.900008828670252e-05, + 1.8981167158926837e-05, + 1.8962302419822663e-05, + 1.8943481336464174e-05, + 1.8924665710073896e-05, + 1.8905895558418706e-05, + 1.888717270048801e-05, + 1.8868513507186435e-05, + 1.8849854313884862e-05, + 1.8831233319360763e-05, + 1.881264688563533e-05, + 1.8794075003825128e-05, + 1.877549584605731e-05, + 1.875696034403518e-05, + 1.873846304079052e-05, + 1.8720003936323337e-05, + 1.8701592125580646e-05, + 1.8683233065530658e-05, + 1.8664926756173372e-05, + 1.8646624084794894e-05, + 1.8628363250172697e-05, + 1.861021519289352e-05, + 1.8592087144497782e-05, + 1.8573995475890115e-05, + 1.855595110100694e-05, + 1.853799585660454e-05, + 1.8520084267947823e-05, + 1.8502201783121563e-05, + 1.8484375686966814e-05, + 1.8466584151610732e-05, + 1.8448839909979142e-05, + 1.843114114308264e-05, + 1.841347875597421e-05, + 1.8395850929664448e-05, + 1.837827221606858e-05, + 1.8360738977207802e-05, + 1.834324939409271e-05, + 1.8325805285712704e-05, + 1.8308388462173752e-05, + 1.8290998923475854e-05, + 1.8273676687385887e-05, + 1.8256363546242937e-05, + 1.8239094060845673e-05, + 1.822185549826827e-05, + 1.820459328882862e-05, + 1.818737837311346e-05, + 1.817020893213339e-05, + 1.8153088603867218e-05, + 1.8135957361664623e-05, + 1.8118869775207713e-05, + 1.8101827663485892e-05, + 1.8084838302456774e-05, + 1.8067879864247516e-05, + 1.805096871976275e-05, + 1.8034115782938898e-05, + 1.801731195882894e-05, + 1.800055179046467e-05, + 1.7983835277846083e-05, + 1.7967173334909603e-05, + 1.795054049580358e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9831516742706299, + 1.0, + 0.9975112080574036, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9949622750282288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9919968247413635, + 1.0, + 1.0, + 0.9972741007804871, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958462715148926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990076422691345, + 1.0, + 0.9980217218399048, + 1.0, + 1.0, + 1.0, + 0.9996737241744995, + 0.9970626831054688, + 0.9911620020866394, + 1.0, + 0.9921051859855652, + 0.9990053176879883, + 1.0, + 1.0, + 0.9973710775375366, + 1.0, + 1.0, + 0.9954113364219666, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996783137321472, + 0.9990347623825073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993829727172852, + 0.9996912479400635, + 1.0, + 0.9993844032287598, + 0.99722820520401, + 1.0, + 0.9978625774383545, + 1.0, + 0.9975609183311462, + 1.0, + 1.0, + 1.0, + 0.9966917037963867, + 1.0, + 1.0, + 0.9991053342819214, + 0.9928357601165771, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.991763710975647, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975369572639465, + 0.998353898525238, + 0.9994503855705261, + 1.0, + 0.9972610473632812, + 1.0, + 0.9986327886581421, + 0.994249701499939, + 0.9972459077835083, + 0.9964098930358887, + 1.0, + 0.9963988661766052, + 1.0, + 1.0, + 0.9986364841461182, + 1.0, + 0.9967320561408997, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973146915435791, + 0.9975767731666565, + 0.9978407025337219, + 0.9997295141220093, + 0.9983766674995422, + 0.9967479109764099, + 1.0, + 0.999457597732544, + 0.9978289604187012, + 0.9934729337692261, + 0.9942513108253479, + 0.9994493722915649, + 0.9988980293273926, + 0.9994484782218933, + 1.0, + 0.9986222386360168, + 0.9928255677223206, + 1.0, + 0.993890643119812, + 0.9946912527084351, + 1.0, + 1.0, + 1.0, + 0.9974874258041382, + 0.9994401931762695, + 1.0, + 1.0, + 0.9949889183044434, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978171586990356, + 0.9904293417930603, + 0.9958586692810059, + 1.0, + 1.0, + 0.9988992810249329, + 1.0, + 1.0, + 0.9972744584083557, + 0.9997267127037048, + 1.0, + 0.9975416660308838, + 1.0, + 1.0, + 0.9994546175003052, + 1.0, + 0.9978289604187012, + 0.9942888021469116, + 0.9907002449035645, + 0.9997239112854004, + 0.9988953471183777, + 1.0, + 1.0, + 1.0, + 0.997272253036499, + 0.9885120987892151, + 1.0, + 0.9972391128540039, + 1.0, + 1.0, + 0.9988962411880493, + 1.0, + 1.0, + 1.0, + 0.9975322484970093, + 0.9989005327224731, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981024265289307, + 0.9986420273780823, + 0.9961925745010376, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933297634124756, + 0.9989256262779236, + 0.9965043663978577, + 1.0, + 1.0, + 0.9967837333679199, + 0.9948911070823669, + 1.0, + 1.0, + 1.0, + 0.9991956353187561, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997356534004211, + 1.0, + 0.9994712471961975, + 1.0, + 0.9986783266067505, + 0.9997352957725525, + 0.9997352361679077, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997414350509644, + 0.993535041809082, + 1.0, + 0.9984427690505981, + 0.996620774269104, + 1.0, + 0.9971316456794739, + 0.999476969242096, + 0.9942439198493958, + 1.0, + 1.0, + 0.9960640072822571, + 0.9976291060447693, + 0.9986796975135803, + 0.9965627193450928, + 0.9962854981422424, + 1.0, + 1.0, + 0.9970799088478088, + 0.996272623538971, + 1.0, + 0.996265709400177, + 1.0, + 1.0, + 0.9944164156913757, + 1.0, + 1.0, + 0.9941380023956299, + 0.9954436421394348, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944969415664673, + 1.0, + 0.9997376799583435, + 0.9958004951477051, + 1.0, + 0.9981608390808105, + 0.9997367858886719, + 1.0, + 1.0, + 0.9984318614006042, + 1.0, + 1.0, + 1.0, + 0.9974032640457153, + 0.9976568818092346, + 0.9960855841636658, + 0.9937123656272888, + 0.9970998764038086, + 0.9944473505020142, + 1.0, + 0.9954894781112671, + 1.0, + 1.0, + 0.9997350573539734, + 1.0, + 0.9994710683822632, + 0.9936491250991821, + 1.0, + 0.9973382949829102, + 0.999199390411377, + 0.9981303215026855, + 0.9938453435897827, + 0.9991921782493591, + 0.9978442788124084, + 1.0, + 0.9986544847488403, + 0.9975748062133789, + 1.0, + 1.0, + 1.0, + 0.9994687438011169, + 1.0, + 1.0, + 0.9965581297874451, + 1.0, + 0.993094265460968, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957795143127441, + 1.0, + 1.0, + 0.9994733333587646, + 1.0, + 0.9910667538642883, + 1.0, + 0.9981462359428406, + 1.0, + 0.99656081199646, + 0.9984071850776672, + 0.9922893047332764, + 1.0, + 0.9967957139015198, + 1.0, + 0.996799111366272, + 1.0, + 0.9994677305221558, + 1.0, + 0.997604489326477, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966364502906799, + 1.0, + 0.9911894202232361, + 0.998954176902771, + 0.9955509305000305, + 0.9989485144615173, + 0.9971052408218384, + 0.9889152646064758, + 0.9989324808120728, + 0.993320882320404, + 0.9913932085037231, + 0.9915898442268372, + 0.9898768663406372, + 1.0, + 0.9744576215744019, + 1.0, + 0.999719500541687, + 1.0, + 0.9955800771713257, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998511672019958, + 1.0, + 1.0, + 1.0, + 0.9969280362129211, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992891550064087, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980526566505432, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997279644012451, + 0.999047577381134, + 1.0, + 0.9997283816337585, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997859001159668, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978467226028442, + 1.0, + 0.9970889687538147, + 1.0, + 0.9983552694320679, + 1.0, + 1.0, + 0.9992414116859436, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996735692024231, + 1.0, + 0.9988681674003601, + 1.0, + 0.9987412095069885, + 0.9994958639144897, + 0.9997477531433105, + 0.9987386465072632, + 0.9978529810905457, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994969367980957, + 0.998993456363678, + 0.997481107711792, + 1.0, + 1.0, + 1.0, + 0.9991195797920227, + 1.0, + 0.9997484087944031, + 0.9997483491897583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968940019607544, + 1.0, + 1.0, + 1.0, + 0.9966463446617126, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981403350830078, + 0.9995031952857971, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977675676345825, + 1.0, + 0.9973900318145752, + 0.9980061650276184, + 1.0, + 1.0, + 0.9980047941207886, + 1.0, + 0.9998754858970642, + 0.9985052347183228, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980173110961914, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9983910918235779, + 0.9964050650596619, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997528195381165, + 1.0, + 0.999011754989624, + 1.0, + 1.0, + 1.0, + 0.9998769760131836, + 1.0, + 1.0, + 0.9990183115005493, + 1.0, + 0.999264657497406, + 1.0, + 1.0, + 0.9984104037284851, + 0.994121253490448, + 1.0, + 1.0, + 1.0, + 0.9995107054710388, + 0.9966952204704285, + 0.9984035491943359, + 1.0, + 0.9974191784858704, + 1.0, + 1.0, + 0.9963189959526062, + 0.9979063868522644, + 0.997901976108551, + 0.999505341053009, + 1.0, + 1.0, + 1.0, + 0.9976534247398376, + 0.9985144734382629, + 0.999876081943512, + 0.9992560148239136, + 1.0, + 1.0, + 0.9985212683677673, + 1.0, + 0.9956864714622498, + 1.0, + 1.0, + 0.9982732534408569, + 1.0, + 1.0, + 0.9988895058631897, + 1.0, + 0.9965538382530212, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996318221092224, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996348023414612, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998799562454224, + 1.0, + 0.9980853796005249, + 0.9998801350593567, + 1.0, + 1.0, + 1.0, + 0.9977266788482666, + 0.997841477394104, + 0.9975964426994324, + 0.9995181560516357, + 1.0, + 0.9985538721084595, + 1.0, + 1.0, + 0.9986740946769714, + 0.9992757439613342, + 1.0, + 0.996861457824707, + 0.9995155930519104, + 1.0, + 0.9998789429664612, + 0.9966093897819519, + 0.9993924498558044, + 1.0, + 0.9981802701950073, + 0.9991492033004761, + 1.0, + 0.999756932258606, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985520839691162, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997590780258179, + 1.0, + 1.0, + 0.9997604489326477, + 0.9997603893280029, + 0.9998801946640015, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999880850315094, + 0.9989269971847534, + 1.0, + 1.0, + 1.0, + 0.9990475177764893, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998811483383179, + 0.9990492463111877, + 0.9972638487815857, + 0.9957056045532227, + 1.0, + 0.9997603893280029, + 0.9982025027275085, + 1.0, + 0.9997602105140686, + 0.9964028596878052, + 0.9990373253822327, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997597932815552, + 0.9993991851806641, + 0.9984368681907654, + 0.9998795986175537, + 1.0, + 0.996025562286377, + 0.9997581243515015, + 1.0, + 0.9998791217803955, + 1.0, + 1.0, + 1.0, + 0.9996386170387268, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979650974273682, + 1.0, + 0.9998801946640015, + 1.0, + 1.0, + 0.9997606873512268, + 1.0, + 1.0, + 0.9998806715011597, + 1.0, + 0.9991651177406311, + 1.0, + 1.0, + 0.999403178691864, + 0.9998806118965149, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996422529220581, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978559017181396, + 1.0, + 1.0, + 1.0, + 0.999880850315094, + 0.9977365136146545, + 1.0, + 1.0, + 1.0, + 0.9982104301452637, + 0.9992828369140625, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998807311058044, + 1.0, + 1.0, + 1.0, + 0.9996426701545715, + 0.9995235204696655, + 0.9991656541824341, + 1.0, + 0.9994053244590759, + 0.9997619986534119, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984591007232666, + 0.9995251893997192, + 0.9982185363769531, + 1.0, + 0.9998815059661865, + 0.9978675842285156, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999763011932373, + 0.9982223510742188, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978675842285156, + 0.9998813271522522, + 1.0, + 1.0, + 0.9989321231842041, + 1.0, + 1.0, + 1.0, + 0.9996451139450073, + 1.0, + 1.0, + 0.997164785861969, + 0.9997630715370178, + 1.0, + 0.9994075894355774, + 0.999881386756897, + 1.0, + 0.9972732663154602, + 1.0, + 1.0, + 1.0, + 0.9995247721672058, + 0.9978607296943665, + 0.9995236396789551, + 1.0, + 0.9992852210998535, + 1.0, + 0.9996424317359924, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992851614952087, + 1.0, + 1.0, + 0.9984538555145264, + 0.9983323216438293, + 0.9990454912185669, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995247721672058, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998818039894104, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995276927947998, + 1.0, + 1.0, + 1.0, + 0.9997642040252686, + 1.0, + 1.0, + 1.0, + 0.9981213808059692, + 0.9994118213653564, + 1.0, + 0.9990586042404175, + 0.9982331991195679, + 0.999646008014679, + 0.9996458292007446, + 0.9996457695960999, + 0.9996456503868103, + 1.0, + 0.9964551329612732, + 1.0, + 0.9992890357971191, + 0.9998814463615417, + 1.0, + 1.0, + 0.9996443390846252, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999172031879425, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997653961181641, + 0.9996480345726013, + 0.9996479153633118, + 1.0, + 1.0, + 0.9962515830993652, + 1.0, + 1.0, + 1.0, + 0.9974178075790405, + 1.0, + 1.0, + 0.9992944598197937, + 1.0, + 0.9996472001075745, + 1.0, + 1.0, + 1.0, + 0.999647319316864, + 0.9997648000717163, + 1.0, + 0.9997647404670715, + 1.0, + 1.0, + 0.9984729290008545, + 1.0, + 0.9998825788497925, + 1.0, + 1.0, + 0.9995322227478027, + 0.9997659921646118, + 0.9995319843292236, + 1.0, + 1.0, + 0.9996497631072998, + 0.9992994070053101, + 1.0, + 0.9997663497924805, + 0.9988316297531128, + 0.9992982149124146, + 0.9997658729553223, + 0.9998829364776611, + 0.99906325340271, + 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, + 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_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_scalar_eval.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..10862b5215bdf4ad2e34d0e22bdfd8dd53e73ab6 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1778.969970703125, + "strength": 1187.2559814453125, + "max_strength": 1713.4000244140625, + "final_strength": 1707.4000244140625, + "sample_efficiency": 2.8002759222545137e-07, + "training_efficiency": 1.795058233255986e-05, + "stability": 0.9993552565574646 +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_scalar_train.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..10862b5215bdf4ad2e34d0e22bdfd8dd53e73ab6 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1778.969970703125, + "strength": 1187.2559814453125, + "max_strength": 1713.4000244140625, + "final_strength": 1707.4000244140625, + "sample_efficiency": 2.8002759222545137e-07, + "training_efficiency": 1.795058233255986e-05, + "stability": 0.9993552565574646 +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_train.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..f421b28ca534703f13a104a26d0fb1fb746784f8 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s2_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1778.969970703125, + "strength": 1187.2559814453125, + "max_strength": 1713.4000244140625, + "final_strength": 1707.4000244140625, + "sample_efficiency": 2.8002759222545137e-07, + "training_efficiency": 1.795058233255986e-05, + "stability": 0.9993552565574646 + }, + "local": { + "mean_returns": [ + 78.0, + 102.96295928955078, + 120.0, + 141.50942993164062, + 147.05882263183594, + 152.77108764648438, + 162.55319213867188, + 174.1999969482422, + 194.60000610351562, + 207.39999389648438, + 223.60000610351562, + 235.8000030517578, + 250.39999389648438, + 269.20001220703125, + 279.0, + 287.79998779296875, + 315.79998779296875, + 319.20001220703125, + 335.3999938964844, + 359.0, + 370.6000061035156, + 385.0, + 394.20001220703125, + 396.0, + 408.20001220703125, + 416.3999938964844, + 434.79998779296875, + 437.6000061035156, + 447.79998779296875, + 462.3999938964844, + 465.0, + 475.79998779296875, + 485.0, + 478.20001220703125, + 483.20001220703125, + 482.20001220703125, + 486.0, + 494.6000061035156, + 511.6000061035156, + 513.5999755859375, + 518.4000244140625, + 524.5999755859375, + 530.4000244140625, + 538.2000122070312, + 549.0, + 552.7999877929688, + 553.7999877929688, + 557.7999877929688, + 555.4000244140625, + 560.2000122070312, + 563.5999755859375, + 564.2000122070312, + 568.4000244140625, + 579.4000244140625, + 581.2000122070312, + 577.2000122070312, + 590.4000244140625, + 595.0, + 593.5999755859375, + 599.4000244140625, + 600.0, + 600.2000122070312, + 606.7999877929688, + 610.7999877929688, + 610.7999877929688, + 613.4000244140625, + 621.5999755859375, + 633.4000244140625, + 637.4000244140625, + 648.0, + 653.7999877929688, + 659.2000122070312, + 656.7999877929688, + 659.5999755859375, + 672.2000122070312, + 675.4000244140625, + 675.7999877929688, + 683.0, + 686.0, + 685.4000244140625, + 688.0, + 686.7999877929688, + 688.5999755859375, + 694.2000122070312, + 694.4000244140625, + 694.2000122070312, + 692.4000244140625, + 687.0, + 689.4000244140625, + 684.5999755859375, + 684.0, + 689.5999755859375, + 690.0, + 688.4000244140625, + 690.5999755859375, + 691.5999755859375, + 688.7999877929688, + 690.0, + 696.4000244140625, + 698.5999755859375, + 703.2000122070312, + 703.0, + 702.4000244140625, + 704.5999755859375, + 705.5999755859375, + 706.5999755859375, + 713.7999877929688, + 718.4000244140625, + 720.2000122070312, + 723.4000244140625, + 727.4000244140625, + 729.5999755859375, + 729.2000122070312, + 729.0, + 731.2000122070312, + 730.7999877929688, + 729.0, + 736.4000244140625, + 735.0, + 737.4000244140625, + 735.7999877929688, + 738.4000244140625, + 741.7999877929688, + 746.4000244140625, + 744.2000122070312, + 746.7999877929688, + 752.0, + 751.4000244140625, + 746.5999755859375, + 750.5999755859375, + 754.4000244140625, + 755.0, + 759.2000122070312, + 763.7999877929688, + 765.4000244140625, + 765.5999755859375, + 767.0, + 777.5999755859375, + 779.7999877929688, + 781.2000122070312, + 784.0, + 785.5999755859375, + 779.7999877929688, + 782.0, + 786.7999877929688, + 794.4000244140625, + 796.2000122070312, + 797.7999877929688, + 800.5999755859375, + 807.4000244140625, + 812.2000122070312, + 810.4000244140625, + 809.2000122070312, + 808.7999877929688, + 811.5999755859375, + 809.5999755859375, + 812.7999877929688, + 811.7999877929688, + 807.5999755859375, + 805.5999755859375, + 803.0, + 803.4000244140625, + 800.7999877929688, + 806.2000122070312, + 814.7999877929688, + 813.7999877929688, + 815.7999877929688, + 813.4000244140625, + 813.5999755859375, + 815.2000122070312, + 816.5999755859375, + 817.4000244140625, + 820.7999877929688, + 826.2000122070312, + 824.2000122070312, + 822.4000244140625, + 820.7999877929688, + 820.5999755859375, + 819.4000244140625, + 817.0, + 818.7999877929688, + 818.4000244140625, + 816.7999877929688, + 812.0, + 807.7999877929688, + 807.4000244140625, + 806.5999755859375, + 806.2000122070312, + 807.2000122070312, + 806.2000122070312, + 801.0, + 801.5999755859375, + 797.2000122070312, + 793.4000244140625, + 793.7999877929688, + 794.5999755859375, + 797.7999877929688, + 796.0, + 795.5999755859375, + 795.7999877929688, + 799.7999877929688, + 796.2000122070312, + 797.0, + 800.4000244140625, + 805.7999877929688, + 807.5999755859375, + 814.4000244140625, + 812.7999877929688, + 805.7999877929688, + 802.7999877929688, + 804.5999755859375, + 808.2000122070312, + 807.4000244140625, + 810.7999877929688, + 815.2000122070312, + 813.2000122070312, + 813.0, + 813.5999755859375, + 811.7999877929688, + 812.5999755859375, + 814.7999877929688, + 814.4000244140625, + 818.4000244140625, + 816.7999877929688, + 812.5999755859375, + 805.7999877929688, + 805.5999755859375, + 804.7999877929688, + 807.5999755859375, + 813.4000244140625, + 814.5999755859375, + 812.5999755859375, + 804.2000122070312, + 805.7999877929688, + 803.7999877929688, + 804.0, + 806.2000122070312, + 805.4000244140625, + 806.7999877929688, + 810.4000244140625, + 810.7999877929688, + 809.0, + 808.2000122070312, + 808.2000122070312, + 810.5999755859375, + 813.0, + 815.2000122070312, + 819.2000122070312, + 817.7999877929688, + 816.7999877929688, + 814.0, + 815.2000122070312, + 819.4000244140625, + 824.0, + 827.0, + 828.0, + 829.4000244140625, + 829.7999877929688, + 831.0, + 826.0, + 825.2000122070312, + 822.5999755859375, + 822.7999877929688, + 827.5999755859375, + 825.2000122070312, + 821.4000244140625, + 822.4000244140625, + 827.2000122070312, + 827.4000244140625, + 826.7999877929688, + 829.0, + 831.0, + 836.5999755859375, + 838.0, + 837.7999877929688, + 837.7999877929688, + 837.4000244140625, + 838.0, + 837.0, + 836.7999877929688, + 836.5999755859375, + 839.5999755859375, + 843.4000244140625, + 844.7999877929688, + 846.2000122070312, + 846.2000122070312, + 853.2000122070312, + 855.0, + 854.7999877929688, + 849.7999877929688, + 852.0, + 850.7999877929688, + 848.2000122070312, + 848.4000244140625, + 846.2000122070312, + 845.7999877929688, + 841.4000244140625, + 842.2000122070312, + 843.5999755859375, + 840.5999755859375, + 838.7999877929688, + 837.7999877929688, + 835.2000122070312, + 832.4000244140625, + 833.4000244140625, + 834.7999877929688, + 832.5999755859375, + 829.7999877929688, + 831.2000122070312, + 828.4000244140625, + 833.4000244140625, + 833.5999755859375, + 829.4000244140625, + 831.7999877929688, + 832.0, + 827.5999755859375, + 824.2000122070312, + 829.7999877929688, + 832.0, + 832.7999877929688, + 837.7999877929688, + 837.7999877929688, + 841.5999755859375, + 841.7999877929688, + 843.5999755859375, + 844.5999755859375, + 840.4000244140625, + 843.5999755859375, + 843.4000244140625, + 840.2000122070312, + 842.5999755859375, + 841.2000122070312, + 841.0, + 846.4000244140625, + 846.5999755859375, + 845.4000244140625, + 848.0, + 850.2000122070312, + 851.5999755859375, + 849.5999755859375, + 847.7999877929688, + 844.7999877929688, + 840.0, + 837.7999877929688, + 833.5999755859375, + 835.2000122070312, + 831.7999877929688, + 836.4000244140625, + 836.4000244140625, + 836.2000122070312, + 837.5999755859375, + 837.2000122070312, + 832.4000244140625, + 832.7999877929688, + 830.7999877929688, + 830.2000122070312, + 828.7999877929688, + 824.2000122070312, + 823.5999755859375, + 822.0, + 824.5999755859375, + 823.5999755859375, + 821.7999877929688, + 828.2000122070312, + 831.2000122070312, + 834.4000244140625, + 834.0, + 836.4000244140625, + 836.7999877929688, + 834.2000122070312, + 834.4000244140625, + 829.2000122070312, + 832.5999755859375, + 835.7999877929688, + 837.0, + 839.5999755859375, + 836.4000244140625, + 837.5999755859375, + 840.7999877929688, + 840.4000244140625, + 842.5999755859375, + 835.7999877929688, + 836.5999755859375, + 835.2000122070312, + 837.4000244140625, + 834.7999877929688, + 833.5999755859375, + 827.7999877929688, + 830.4000244140625, + 828.0, + 831.2000122070312, + 828.7999877929688, + 832.7999877929688, + 832.4000244140625, + 832.7999877929688, + 831.0, + 831.0, + 832.2000122070312, + 833.4000244140625, + 835.0, + 836.7999877929688, + 838.0, + 841.7999877929688, + 843.4000244140625, + 844.4000244140625, + 846.4000244140625, + 846.4000244140625, + 849.5999755859375, + 853.4000244140625, + 854.4000244140625, + 851.7999877929688, + 853.2000122070312, + 846.4000244140625, + 845.5999755859375, + 842.2000122070312, + 841.4000244140625, + 839.2000122070312, + 830.7999877929688, + 830.0, + 825.0, + 818.5999755859375, + 812.4000244140625, + 805.0, + 809.5999755859375, + 791.0, + 794.4000244140625, + 794.2000122070312, + 805.4000244140625, + 802.2000122070312, + 816.5999755859375, + 828.0, + 833.5999755859375, + 839.5999755859375, + 856.2000122070312, + 874.5999755859375, + 884.2000122070312, + 900.4000244140625, + 917.2000122070312, + 931.7999877929688, + 959.2000122070312, + 972.2000122070312, + 974.2000122070312, + 1018.4000244140625, + 1034.800048828125, + 1045.4000244140625, + 1052.199951171875, + 1068.0, + 1071.0, + 1077.5999755859375, + 1101.199951171875, + 1122.4000244140625, + 1122.5999755859375, + 1133.199951171875, + 1145.199951171875, + 1150.0, + 1154.800048828125, + 1157.5999755859375, + 1165.199951171875, + 1180.4000244140625, + 1187.800048828125, + 1207.5999755859375, + 1209.5999755859375, + 1225.0, + 1235.4000244140625, + 1255.800048828125, + 1257.0, + 1265.800048828125, + 1286.800048828125, + 1294.0, + 1295.0, + 1300.199951171875, + 1315.4000244140625, + 1331.5999755859375, + 1343.199951171875, + 1357.5999755859375, + 1371.0, + 1373.5999755859375, + 1389.800048828125, + 1399.0, + 1406.0, + 1411.4000244140625, + 1413.800048828125, + 1425.0, + 1424.800048828125, + 1430.199951171875, + 1440.0, + 1448.5999755859375, + 1444.4000244140625, + 1448.0, + 1456.5999755859375, + 1463.199951171875, + 1477.5999755859375, + 1482.800048828125, + 1488.199951171875, + 1487.199951171875, + 1490.199951171875, + 1499.199951171875, + 1502.4000244140625, + 1507.0, + 1510.199951171875, + 1519.199951171875, + 1516.4000244140625, + 1522.4000244140625, + 1523.5999755859375, + 1527.0, + 1529.4000244140625, + 1534.199951171875, + 1536.5999755859375, + 1542.199951171875, + 1546.5999755859375, + 1551.800048828125, + 1551.4000244140625, + 1550.0, + 1554.0, + 1553.5999755859375, + 1558.0, + 1558.199951171875, + 1560.4000244140625, + 1561.4000244140625, + 1567.5999755859375, + 1569.0, + 1569.0, + 1576.0, + 1572.800048828125, + 1577.5999755859375, + 1582.0, + 1590.0, + 1594.5999755859375, + 1596.5999755859375, + 1602.199951171875, + 1603.0, + 1608.4000244140625, + 1609.5999755859375, + 1611.199951171875, + 1616.5999755859375, + 1621.800048828125, + 1628.5999755859375, + 1635.5999755859375, + 1636.800048828125, + 1644.4000244140625, + 1646.4000244140625, + 1651.199951171875, + 1652.5999755859375, + 1660.4000244140625, + 1657.0, + 1661.5999755859375, + 1657.0, + 1662.199951171875, + 1659.5999755859375, + 1659.800048828125, + 1663.199951171875, + 1662.0, + 1665.199951171875, + 1665.199951171875, + 1672.199951171875, + 1674.4000244140625, + 1669.199951171875, + 1671.800048828125, + 1670.0, + 1670.199951171875, + 1668.199951171875, + 1667.4000244140625, + 1667.0, + 1665.0, + 1661.5999755859375, + 1663.800048828125, + 1667.0, + 1667.4000244140625, + 1671.800048828125, + 1671.0, + 1669.4000244140625, + 1665.4000244140625, + 1669.5999755859375, + 1670.800048828125, + 1671.5999755859375, + 1670.199951171875, + 1671.4000244140625, + 1671.0, + 1670.5999755859375, + 1680.800048828125, + 1682.800048828125, + 1686.0, + 1686.199951171875, + 1687.199951171875, + 1688.800048828125, + 1691.199951171875, + 1686.199951171875, + 1689.199951171875, + 1690.800048828125, + 1691.5999755859375, + 1686.199951171875, + 1686.199951171875, + 1690.5999755859375, + 1692.5999755859375, + 1694.5999755859375, + 1691.5999755859375, + 1690.800048828125, + 1692.0, + 1692.800048828125, + 1693.5999755859375, + 1694.0, + 1690.4000244140625, + 1690.5999755859375, + 1686.4000244140625, + 1683.199951171875, + 1684.4000244140625, + 1685.199951171875, + 1682.0, + 1687.199951171875, + 1687.0, + 1684.5999755859375, + 1686.5999755859375, + 1689.800048828125, + 1693.0, + 1695.4000244140625, + 1692.199951171875, + 1692.199951171875, + 1694.0, + 1694.0, + 1695.5999755859375, + 1697.4000244140625, + 1694.800048828125, + 1689.0, + 1690.5999755859375, + 1691.0, + 1692.4000244140625, + 1699.5999755859375, + 1699.199951171875, + 1700.4000244140625, + 1698.800048828125, + 1699.199951171875, + 1702.4000244140625, + 1707.0, + 1706.800048828125, + 1710.0, + 1711.199951171875, + 1709.5999755859375, + 1713.4000244140625, + 1712.199951171875, + 1716.0, + 1717.0, + 1714.4000244140625, + 1704.800048828125, + 1707.800048828125, + 1714.4000244140625, + 1716.199951171875, + 1715.4000244140625, + 1710.0, + 1707.4000244140625, + 1708.800048828125, + 1704.5999755859375, + 1706.5999755859375, + 1711.4000244140625, + 1705.4000244140625, + 1702.0, + 1698.5999755859375, + 1697.800048828125, + 1698.800048828125, + 1699.199951171875, + 1700.800048828125, + 1697.0, + 1694.5999755859375, + 1694.4000244140625, + 1693.199951171875, + 1704.199951171875, + 1704.4000244140625, + 1702.0, + 1704.199951171875, + 1697.199951171875, + 1697.199951171875, + 1703.0, + 1700.199951171875, + 1700.5999755859375, + 1702.199951171875, + 1700.4000244140625, + 1706.4000244140625, + 1700.800048828125, + 1707.5999755859375, + 1709.199951171875, + 1710.5999755859375, + 1711.0, + 1710.4000244140625, + 1710.800048828125, + 1713.800048828125, + 1715.800048828125, + 1720.0, + 1720.0, + 1720.0, + 1723.199951171875, + 1724.199951171875, + 1723.5999755859375, + 1731.5999755859375, + 1735.0, + 1738.0, + 1740.5999755859375, + 1743.5999755859375, + 1747.199951171875, + 1748.4000244140625, + 1748.199951171875, + 1752.800048828125, + 1749.5999755859375, + 1749.4000244140625, + 1750.4000244140625, + 1751.199951171875, + 1753.0, + 1749.199951171875, + 1745.5999755859375, + 1741.5999755859375, + 1740.800048828125, + 1741.0, + 1738.5999755859375, + 1738.800048828125, + 1740.5999755859375, + 1738.4000244140625, + 1737.199951171875, + 1738.199951171875, + 1733.0, + 1732.199951171875, + 1733.199951171875, + 1733.0, + 1727.4000244140625, + 1726.4000244140625, + 1730.0, + 1727.0, + 1725.5999755859375, + 1727.0, + 1726.5999755859375, + 1729.0, + 1730.199951171875, + 1732.800048828125, + 1737.199951171875, + 1739.0, + 1736.5999755859375, + 1737.4000244140625, + 1737.4000244140625, + 1740.0, + 1741.5999755859375, + 1741.199951171875, + 1742.4000244140625, + 1751.4000244140625, + 1751.0, + 1750.5999755859375, + 1750.4000244140625, + 1756.800048828125, + 1756.800048828125, + 1757.0, + 1758.800048828125, + 1759.199951171875, + 1759.0, + 1757.199951171875, + 1760.0, + 1760.199951171875, + 1761.199951171875, + 1759.5999755859375, + 1759.800048828125, + 1761.5999755859375, + 1763.800048828125, + 1764.4000244140625, + 1764.199951171875, + 1762.5999755859375, + 1758.0, + 1750.800048828125, + 1750.800048828125, + 1750.4000244140625, + 1747.4000244140625, + 1749.800048828125, + 1749.4000244140625, + 1743.4000244140625, + 1741.800048828125, + 1741.800048828125, + 1741.800048828125, + 1744.5999755859375, + 1746.199951171875, + 1745.800048828125, + 1744.800048828125, + 1742.199951171875, + 1742.0, + 1742.0, + 1735.4000244140625, + 1735.0, + 1735.199951171875, + 1735.0, + 1738.0, + 1739.4000244140625, + 1741.5999755859375, + 1741.0, + 1741.199951171875, + 1741.199951171875, + 1744.4000244140625, + 1746.199951171875, + 1748.800048828125, + 1750.0, + 1750.800048828125, + 1752.199951171875, + 1748.800048828125, + 1750.0, + 1749.800048828125, + 1752.199951171875, + 1752.800048828125, + 1752.4000244140625, + 1752.5999755859375, + 1758.4000244140625, + 1758.199951171875, + 1758.199951171875, + 1756.800048828125, + 1756.800048828125, + 1757.0, + 1756.0, + 1755.800048828125, + 1756.0, + 1756.800048828125, + 1758.800048828125, + 1758.800048828125, + 1758.199951171875, + 1758.800048828125, + 1760.0, + 1760.0, + 1760.4000244140625, + 1756.800048828125, + 1758.0, + 1758.199951171875, + 1760.4000244140625, + 1760.199951171875, + 1756.4000244140625, + 1757.0, + 1757.5999755859375, + 1757.800048828125, + 1754.800048828125, + 1753.5999755859375, + 1755.800048828125, + 1758.0, + 1758.5999755859375, + 1758.800048828125, + 1758.5999755859375, + 1758.5999755859375, + 1759.0, + 1760.800048828125, + 1760.199951171875, + 1759.4000244140625, + 1758.0, + 1763.0, + 1762.0, + 1761.5999755859375, + 1763.199951171875, + 1764.0, + 1764.0, + 1768.800048828125, + 1766.199951171875, + 1765.4000244140625, + 1762.4000244140625, + 1769.800048828125, + 1769.5999755859375, + 1766.0, + 1766.0, + 1769.199951171875, + 1769.199951171875, + 1769.4000244140625, + 1769.4000244140625, + 1769.0, + 1766.0, + 1766.5999755859375, + 1769.0, + 1769.0, + 1769.4000244140625, + 1769.5999755859375, + 1766.0, + 1765.800048828125, + 1766.0, + 1767.0, + 1765.199951171875, + 1768.4000244140625, + 1769.5999755859375, + 1772.0, + 1771.4000244140625, + 1771.5999755859375, + 1774.4000244140625, + 1769.5999755859375, + 1769.199951171875, + 1769.4000244140625, + 1768.4000244140625, + 1768.199951171875, + 1768.4000244140625, + 1763.800048828125, + 1764.199951171875, + 1764.199951171875, + 1765.0, + 1764.199951171875, + 1760.5999755859375, + 1759.800048828125, + 1760.4000244140625, + 1759.199951171875, + 1759.4000244140625, + 1758.800048828125, + 1759.0, + 1759.199951171875, + 1759.800048828125, + 1760.0, + 1758.800048828125, + 1759.800048828125, + 1763.0, + 1760.4000244140625, + 1757.5999755859375, + 1756.0, + 1756.199951171875, + 1760.800048828125, + 1764.800048828125, + 1765.0, + 1765.0, + 1764.199951171875, + 1768.4000244140625, + 1769.4000244140625, + 1773.800048828125, + 1774.4000244140625, + 1774.199951171875, + 1774.4000244140625, + 1774.4000244140625, + 1775.4000244140625, + 1775.4000244140625, + 1774.5999755859375, + 1776.800048828125, + 1777.4000244140625, + 1777.800048828125, + 1777.4000244140625, + 1782.800048828125, + 1783.0, + 1784.800048828125, + 1781.5999755859375, + 1780.5999755859375, + 1781.0, + 1779.4000244140625, + 1776.4000244140625, + 1775.800048828125, + 1775.199951171875, + 1774.5999755859375, + 1774.0, + 1774.0, + 1768.0, + 1769.199951171875, + 1768.0, + 1767.800048828125, + 1767.800048828125, + 1768.800048828125, + 1768.199951171875, + 1768.4000244140625, + 1772.0, + 1772.199951171875, + 1772.199951171875, + 1770.800048828125, + 1774.800048828125, + 1775.800048828125, + 1776.5999755859375, + 1779.5999755859375, + 1784.4000244140625, + 1784.5999755859375, + 1785.4000244140625, + 1786.4000244140625, + 1786.0, + 1785.4000244140625, + 1784.800048828125, + 1788.5999755859375, + 1788.800048828125, + 1782.4000244140625, + 1784.800048828125, + 1785.4000244140625, + 1785.4000244140625, + 1781.0, + 1781.199951171875, + 1782.4000244140625, + 1781.199951171875, + 1782.0, + 1781.4000244140625, + 1781.4000244140625, + 1782.0, + 1782.5999755859375, + 1782.0, + 1781.5999755859375, + 1781.5999755859375, + 1781.199951171875, + 1782.4000244140625, + 1784.0, + 1781.4000244140625, + 1784.5999755859375, + 1784.4000244140625, + 1785.4000244140625, + 1791.800048828125, + 1791.0, + 1790.5999755859375, + 1789.800048828125, + 1794.800048828125, + 1794.800048828125, + 1794.199951171875, + 1793.0, + 1793.5999755859375, + 1793.199951171875, + 1791.199951171875, + 1790.0, + 1789.5999755859375, + 1789.4000244140625, + 1787.800048828125, + 1788.800048828125 + ], + "strengths": [ + -3.4000015258789062, + 21.562957763671875, + 38.599998474121094, + 60.10942840576172, + 65.65882110595703, + 71.37108612060547, + 81.15319061279297, + 92.79999542236328, + 113.20000457763672, + 125.99999237060547, + 142.20001220703125, + 154.39999389648438, + 169.0, + 187.80001831054688, + 197.60000610351562, + 206.39999389648438, + 234.39999389648438, + 237.80001831054688, + 254.0, + 277.6000061035156, + 289.20001220703125, + 303.6000061035156, + 312.8000183105469, + 314.6000061035156, + 326.8000183105469, + 335.0, + 353.3999938964844, + 356.20001220703125, + 366.3999938964844, + 381.0, + 383.6000061035156, + 394.3999938964844, + 403.6000061035156, + 396.8000183105469, + 401.8000183105469, + 400.8000183105469, + 404.6000061035156, + 413.20001220703125, + 430.20001220703125, + 432.1999816894531, + 437.0000305175781, + 443.1999816894531, + 449.0000305175781, + 456.8000183105469, + 467.6000061035156, + 471.3999938964844, + 472.3999938964844, + 476.3999938964844, + 474.0000305175781, + 478.8000183105469, + 482.1999816894531, + 482.8000183105469, + 487.0000305175781, + 498.0000305175781, + 499.8000183105469, + 495.8000183105469, + 509.0000305175781, + 513.5999755859375, + 512.199951171875, + 518.0, + 518.5999755859375, + 518.7999877929688, + 525.3999633789062, + 529.3999633789062, + 529.3999633789062, + 532.0, + 540.199951171875, + 552.0, + 556.0, + 566.5999755859375, + 572.3999633789062, + 577.7999877929688, + 575.3999633789062, + 578.199951171875, + 590.7999877929688, + 594.0, + 594.3999633789062, + 601.5999755859375, + 604.5999755859375, + 604.0, + 606.5999755859375, + 605.3999633789062, + 607.199951171875, + 612.7999877929688, + 613.0, + 612.7999877929688, + 611.0, + 605.5999755859375, + 608.0, + 603.199951171875, + 602.5999755859375, + 608.199951171875, + 608.5999755859375, + 607.0, + 609.199951171875, + 610.199951171875, + 607.3999633789062, + 608.5999755859375, + 615.0, + 617.199951171875, + 621.7999877929688, + 621.5999755859375, + 621.0, + 623.199951171875, + 624.199951171875, + 625.199951171875, + 632.3999633789062, + 637.0, + 638.7999877929688, + 642.0, + 646.0, + 648.199951171875, + 647.7999877929688, + 647.5999755859375, + 649.7999877929688, + 649.3999633789062, + 647.5999755859375, + 655.0, + 653.5999755859375, + 656.0, + 654.3999633789062, + 657.0, + 660.3999633789062, + 665.0, + 662.7999877929688, + 665.3999633789062, + 670.5999755859375, + 670.0, + 665.199951171875, + 669.199951171875, + 673.0, + 673.5999755859375, + 677.7999877929688, + 682.3999633789062, + 684.0, + 684.199951171875, + 685.5999755859375, + 696.199951171875, + 698.3999633789062, + 699.7999877929688, + 702.5999755859375, + 704.199951171875, + 698.3999633789062, + 700.5999755859375, + 705.3999633789062, + 713.0, + 714.7999877929688, + 716.3999633789062, + 719.199951171875, + 726.0, + 730.7999877929688, + 729.0, + 727.7999877929688, + 727.3999633789062, + 730.199951171875, + 728.199951171875, + 731.3999633789062, + 730.3999633789062, + 726.199951171875, + 724.199951171875, + 721.5999755859375, + 722.0, + 719.3999633789062, + 724.7999877929688, + 733.3999633789062, + 732.3999633789062, + 734.3999633789062, + 732.0, + 732.199951171875, + 733.7999877929688, + 735.199951171875, + 736.0, + 739.3999633789062, + 744.7999877929688, + 742.7999877929688, + 741.0, + 739.3999633789062, + 739.199951171875, + 738.0, + 735.5999755859375, + 737.3999633789062, + 737.0, + 735.3999633789062, + 730.5999755859375, + 726.3999633789062, + 726.0, + 725.199951171875, + 724.7999877929688, + 725.7999877929688, + 724.7999877929688, + 719.5999755859375, + 720.199951171875, + 715.7999877929688, + 712.0, + 712.3999633789062, + 713.199951171875, + 716.3999633789062, + 714.5999755859375, + 714.199951171875, + 714.3999633789062, + 718.3999633789062, + 714.7999877929688, + 715.5999755859375, + 719.0, + 724.3999633789062, + 726.199951171875, + 733.0, + 731.3999633789062, + 724.3999633789062, + 721.3999633789062, + 723.199951171875, + 726.7999877929688, + 726.0, + 729.3999633789062, + 733.7999877929688, + 731.7999877929688, + 731.5999755859375, + 732.199951171875, + 730.3999633789062, + 731.199951171875, + 733.3999633789062, + 733.0, + 737.0, + 735.3999633789062, + 731.199951171875, + 724.3999633789062, + 724.199951171875, + 723.3999633789062, + 726.199951171875, + 732.0, + 733.199951171875, + 731.199951171875, + 722.7999877929688, + 724.3999633789062, + 722.3999633789062, + 722.5999755859375, + 724.7999877929688, + 724.0, + 725.3999633789062, + 729.0, + 729.3999633789062, + 727.5999755859375, + 726.7999877929688, + 726.7999877929688, + 729.199951171875, + 731.5999755859375, + 733.7999877929688, + 737.7999877929688, + 736.3999633789062, + 735.3999633789062, + 732.5999755859375, + 733.7999877929688, + 738.0, + 742.5999755859375, + 745.5999755859375, + 746.5999755859375, + 748.0, + 748.3999633789062, + 749.5999755859375, + 744.5999755859375, + 743.7999877929688, + 741.199951171875, + 741.3999633789062, + 746.199951171875, + 743.7999877929688, + 740.0, + 741.0, + 745.7999877929688, + 746.0, + 745.3999633789062, + 747.5999755859375, + 749.5999755859375, + 755.199951171875, + 756.5999755859375, + 756.3999633789062, + 756.3999633789062, + 756.0, + 756.5999755859375, + 755.5999755859375, + 755.3999633789062, + 755.199951171875, + 758.199951171875, + 762.0, + 763.3999633789062, + 764.7999877929688, + 764.7999877929688, + 771.7999877929688, + 773.5999755859375, + 773.3999633789062, + 768.3999633789062, + 770.5999755859375, + 769.3999633789062, + 766.7999877929688, + 767.0, + 764.7999877929688, + 764.3999633789062, + 760.0, + 760.7999877929688, + 762.199951171875, + 759.199951171875, + 757.3999633789062, + 756.3999633789062, + 753.7999877929688, + 751.0, + 752.0, + 753.3999633789062, + 751.199951171875, + 748.3999633789062, + 749.7999877929688, + 747.0, + 752.0, + 752.199951171875, + 748.0, + 750.3999633789062, + 750.5999755859375, + 746.199951171875, + 742.7999877929688, + 748.3999633789062, + 750.5999755859375, + 751.3999633789062, + 756.3999633789062, + 756.3999633789062, + 760.199951171875, + 760.3999633789062, + 762.199951171875, + 763.199951171875, + 759.0, + 762.199951171875, + 762.0, + 758.7999877929688, + 761.199951171875, + 759.7999877929688, + 759.5999755859375, + 765.0, + 765.199951171875, + 764.0, + 766.5999755859375, + 768.7999877929688, + 770.199951171875, + 768.199951171875, + 766.3999633789062, + 763.3999633789062, + 758.5999755859375, + 756.3999633789062, + 752.199951171875, + 753.7999877929688, + 750.3999633789062, + 755.0, + 755.0, + 754.7999877929688, + 756.199951171875, + 755.7999877929688, + 751.0, + 751.3999633789062, + 749.3999633789062, + 748.7999877929688, + 747.3999633789062, + 742.7999877929688, + 742.199951171875, + 740.5999755859375, + 743.199951171875, + 742.199951171875, + 740.3999633789062, + 746.7999877929688, + 749.7999877929688, + 753.0, + 752.5999755859375, + 755.0, + 755.3999633789062, + 752.7999877929688, + 753.0, + 747.7999877929688, + 751.199951171875, + 754.3999633789062, + 755.5999755859375, + 758.199951171875, + 755.0, + 756.199951171875, + 759.3999633789062, + 759.0, + 761.199951171875, + 754.3999633789062, + 755.199951171875, + 753.7999877929688, + 756.0, + 753.3999633789062, + 752.199951171875, + 746.3999633789062, + 749.0, + 746.5999755859375, + 749.7999877929688, + 747.3999633789062, + 751.3999633789062, + 751.0, + 751.3999633789062, + 749.5999755859375, + 749.5999755859375, + 750.7999877929688, + 752.0, + 753.5999755859375, + 755.3999633789062, + 756.5999755859375, + 760.3999633789062, + 762.0, + 763.0, + 765.0, + 765.0, + 768.199951171875, + 772.0, + 773.0, + 770.3999633789062, + 771.7999877929688, + 765.0, + 764.199951171875, + 760.7999877929688, + 760.0, + 757.7999877929688, + 749.3999633789062, + 748.5999755859375, + 743.5999755859375, + 737.199951171875, + 731.0, + 723.5999755859375, + 728.199951171875, + 709.5999755859375, + 713.0, + 712.7999877929688, + 724.0, + 720.7999877929688, + 735.199951171875, + 746.5999755859375, + 752.199951171875, + 758.199951171875, + 774.7999877929688, + 793.199951171875, + 802.7999877929688, + 819.0, + 835.7999877929688, + 850.3999633789062, + 877.7999877929688, + 890.7999877929688, + 892.7999877929688, + 937.0, + 953.4000244140625, + 964.0, + 970.7999267578125, + 986.5999755859375, + 989.5999755859375, + 996.199951171875, + 1019.7999267578125, + 1041.0, + 1041.199951171875, + 1051.7999267578125, + 1063.7999267578125, + 1068.5999755859375, + 1073.4000244140625, + 1076.199951171875, + 1083.7999267578125, + 1099.0, + 1106.4000244140625, + 1126.199951171875, + 1128.199951171875, + 1143.5999755859375, + 1154.0, + 1174.4000244140625, + 1175.5999755859375, + 1184.4000244140625, + 1205.4000244140625, + 1212.5999755859375, + 1213.5999755859375, + 1218.7999267578125, + 1234.0, + 1250.199951171875, + 1261.7999267578125, + 1276.199951171875, + 1289.5999755859375, + 1292.199951171875, + 1308.4000244140625, + 1317.5999755859375, + 1324.5999755859375, + 1330.0, + 1332.4000244140625, + 1343.5999755859375, + 1343.4000244140625, + 1348.7999267578125, + 1358.5999755859375, + 1367.199951171875, + 1363.0, + 1366.5999755859375, + 1375.199951171875, + 1381.7999267578125, + 1396.199951171875, + 1401.4000244140625, + 1406.7999267578125, + 1405.7999267578125, + 1408.7999267578125, + 1417.7999267578125, + 1421.0, + 1425.5999755859375, + 1428.7999267578125, + 1437.7999267578125, + 1435.0, + 1441.0, + 1442.199951171875, + 1445.5999755859375, + 1448.0, + 1452.7999267578125, + 1455.199951171875, + 1460.7999267578125, + 1465.199951171875, + 1470.4000244140625, + 1470.0, + 1468.5999755859375, + 1472.5999755859375, + 1472.199951171875, + 1476.5999755859375, + 1476.7999267578125, + 1479.0, + 1480.0, + 1486.199951171875, + 1487.5999755859375, + 1487.5999755859375, + 1494.5999755859375, + 1491.4000244140625, + 1496.199951171875, + 1500.5999755859375, + 1508.5999755859375, + 1513.199951171875, + 1515.199951171875, + 1520.7999267578125, + 1521.5999755859375, + 1527.0, + 1528.199951171875, + 1529.7999267578125, + 1535.199951171875, + 1540.4000244140625, + 1547.199951171875, + 1554.199951171875, + 1555.4000244140625, + 1563.0, + 1565.0, + 1569.7999267578125, + 1571.199951171875, + 1579.0, + 1575.5999755859375, + 1580.199951171875, + 1575.5999755859375, + 1580.7999267578125, + 1578.199951171875, + 1578.4000244140625, + 1581.7999267578125, + 1580.5999755859375, + 1583.7999267578125, + 1583.7999267578125, + 1590.7999267578125, + 1593.0, + 1587.7999267578125, + 1590.4000244140625, + 1588.5999755859375, + 1588.7999267578125, + 1586.7999267578125, + 1586.0, + 1585.5999755859375, + 1583.5999755859375, + 1580.199951171875, + 1582.4000244140625, + 1585.5999755859375, + 1586.0, + 1590.4000244140625, + 1589.5999755859375, + 1588.0, + 1584.0, + 1588.199951171875, + 1589.4000244140625, + 1590.199951171875, + 1588.7999267578125, + 1590.0, + 1589.5999755859375, + 1589.199951171875, + 1599.4000244140625, + 1601.4000244140625, + 1604.5999755859375, + 1604.7999267578125, + 1605.7999267578125, + 1607.4000244140625, + 1609.7999267578125, + 1604.7999267578125, + 1607.7999267578125, + 1609.4000244140625, + 1610.199951171875, + 1604.7999267578125, + 1604.7999267578125, + 1609.199951171875, + 1611.199951171875, + 1613.199951171875, + 1610.199951171875, + 1609.4000244140625, + 1610.5999755859375, + 1611.4000244140625, + 1612.199951171875, + 1612.5999755859375, + 1609.0, + 1609.199951171875, + 1605.0, + 1601.7999267578125, + 1603.0, + 1603.7999267578125, + 1600.5999755859375, + 1605.7999267578125, + 1605.5999755859375, + 1603.199951171875, + 1605.199951171875, + 1608.4000244140625, + 1611.5999755859375, + 1614.0, + 1610.7999267578125, + 1610.7999267578125, + 1612.5999755859375, + 1612.5999755859375, + 1614.199951171875, + 1616.0, + 1613.4000244140625, + 1607.5999755859375, + 1609.199951171875, + 1609.5999755859375, + 1611.0, + 1618.199951171875, + 1617.7999267578125, + 1619.0, + 1617.4000244140625, + 1617.7999267578125, + 1621.0, + 1625.5999755859375, + 1625.4000244140625, + 1628.5999755859375, + 1629.7999267578125, + 1628.199951171875, + 1632.0, + 1630.7999267578125, + 1634.5999755859375, + 1635.5999755859375, + 1633.0, + 1623.4000244140625, + 1626.4000244140625, + 1633.0, + 1634.7999267578125, + 1634.0, + 1628.5999755859375, + 1626.0, + 1627.4000244140625, + 1623.199951171875, + 1625.199951171875, + 1630.0, + 1624.0, + 1620.5999755859375, + 1617.199951171875, + 1616.4000244140625, + 1617.4000244140625, + 1617.7999267578125, + 1619.4000244140625, + 1615.5999755859375, + 1613.199951171875, + 1613.0, + 1611.7999267578125, + 1622.7999267578125, + 1623.0, + 1620.5999755859375, + 1622.7999267578125, + 1615.7999267578125, + 1615.7999267578125, + 1621.5999755859375, + 1618.7999267578125, + 1619.199951171875, + 1620.7999267578125, + 1619.0, + 1625.0, + 1619.4000244140625, + 1626.199951171875, + 1627.7999267578125, + 1629.199951171875, + 1629.5999755859375, + 1629.0, + 1629.4000244140625, + 1632.4000244140625, + 1634.4000244140625, + 1638.5999755859375, + 1638.5999755859375, + 1638.5999755859375, + 1641.7999267578125, + 1642.7999267578125, + 1642.199951171875, + 1650.199951171875, + 1653.5999755859375, + 1656.5999755859375, + 1659.199951171875, + 1662.199951171875, + 1665.7999267578125, + 1667.0, + 1666.7999267578125, + 1671.4000244140625, + 1668.199951171875, + 1668.0, + 1669.0, + 1669.7999267578125, + 1671.5999755859375, + 1667.7999267578125, + 1664.199951171875, + 1660.199951171875, + 1659.4000244140625, + 1659.5999755859375, + 1657.199951171875, + 1657.4000244140625, + 1659.199951171875, + 1657.0, + 1655.7999267578125, + 1656.7999267578125, + 1651.5999755859375, + 1650.7999267578125, + 1651.7999267578125, + 1651.5999755859375, + 1646.0, + 1645.0, + 1648.5999755859375, + 1645.5999755859375, + 1644.199951171875, + 1645.5999755859375, + 1645.199951171875, + 1647.5999755859375, + 1648.7999267578125, + 1651.4000244140625, + 1655.7999267578125, + 1657.5999755859375, + 1655.199951171875, + 1656.0, + 1656.0, + 1658.5999755859375, + 1660.199951171875, + 1659.7999267578125, + 1661.0, + 1670.0, + 1669.5999755859375, + 1669.199951171875, + 1669.0, + 1675.4000244140625, + 1675.4000244140625, + 1675.5999755859375, + 1677.4000244140625, + 1677.7999267578125, + 1677.5999755859375, + 1675.7999267578125, + 1678.5999755859375, + 1678.7999267578125, + 1679.7999267578125, + 1678.199951171875, + 1678.4000244140625, + 1680.199951171875, + 1682.4000244140625, + 1683.0, + 1682.7999267578125, + 1681.199951171875, + 1676.5999755859375, + 1669.4000244140625, + 1669.4000244140625, + 1669.0, + 1666.0, + 1668.4000244140625, + 1668.0, + 1662.0, + 1660.4000244140625, + 1660.4000244140625, + 1660.4000244140625, + 1663.199951171875, + 1664.7999267578125, + 1664.4000244140625, + 1663.4000244140625, + 1660.7999267578125, + 1660.5999755859375, + 1660.5999755859375, + 1654.0, + 1653.5999755859375, + 1653.7999267578125, + 1653.5999755859375, + 1656.5999755859375, + 1658.0, + 1660.199951171875, + 1659.5999755859375, + 1659.7999267578125, + 1659.7999267578125, + 1663.0, + 1664.7999267578125, + 1667.4000244140625, + 1668.5999755859375, + 1669.4000244140625, + 1670.7999267578125, + 1667.4000244140625, + 1668.5999755859375, + 1668.4000244140625, + 1670.7999267578125, + 1671.4000244140625, + 1671.0, + 1671.199951171875, + 1677.0, + 1676.7999267578125, + 1676.7999267578125, + 1675.4000244140625, + 1675.4000244140625, + 1675.5999755859375, + 1674.5999755859375, + 1674.4000244140625, + 1674.5999755859375, + 1675.4000244140625, + 1677.4000244140625, + 1677.4000244140625, + 1676.7999267578125, + 1677.4000244140625, + 1678.5999755859375, + 1678.5999755859375, + 1679.0, + 1675.4000244140625, + 1676.5999755859375, + 1676.7999267578125, + 1679.0, + 1678.7999267578125, + 1675.0, + 1675.5999755859375, + 1676.199951171875, + 1676.4000244140625, + 1673.4000244140625, + 1672.199951171875, + 1674.4000244140625, + 1676.5999755859375, + 1677.199951171875, + 1677.4000244140625, + 1677.199951171875, + 1677.199951171875, + 1677.5999755859375, + 1679.4000244140625, + 1678.7999267578125, + 1678.0, + 1676.5999755859375, + 1681.5999755859375, + 1680.5999755859375, + 1680.199951171875, + 1681.7999267578125, + 1682.5999755859375, + 1682.5999755859375, + 1687.4000244140625, + 1684.7999267578125, + 1684.0, + 1681.0, + 1688.4000244140625, + 1688.199951171875, + 1684.5999755859375, + 1684.5999755859375, + 1687.7999267578125, + 1687.7999267578125, + 1688.0, + 1688.0, + 1687.5999755859375, + 1684.5999755859375, + 1685.199951171875, + 1687.5999755859375, + 1687.5999755859375, + 1688.0, + 1688.199951171875, + 1684.5999755859375, + 1684.4000244140625, + 1684.5999755859375, + 1685.5999755859375, + 1683.7999267578125, + 1687.0, + 1688.199951171875, + 1690.5999755859375, + 1690.0, + 1690.199951171875, + 1693.0, + 1688.199951171875, + 1687.7999267578125, + 1688.0, + 1687.0, + 1686.7999267578125, + 1687.0, + 1682.4000244140625, + 1682.7999267578125, + 1682.7999267578125, + 1683.5999755859375, + 1682.7999267578125, + 1679.199951171875, + 1678.4000244140625, + 1679.0, + 1677.7999267578125, + 1678.0, + 1677.4000244140625, + 1677.5999755859375, + 1677.7999267578125, + 1678.4000244140625, + 1678.5999755859375, + 1677.4000244140625, + 1678.4000244140625, + 1681.5999755859375, + 1679.0, + 1676.199951171875, + 1674.5999755859375, + 1674.7999267578125, + 1679.4000244140625, + 1683.4000244140625, + 1683.5999755859375, + 1683.5999755859375, + 1682.7999267578125, + 1687.0, + 1688.0, + 1692.4000244140625, + 1693.0, + 1692.7999267578125, + 1693.0, + 1693.0, + 1694.0, + 1694.0, + 1693.199951171875, + 1695.4000244140625, + 1696.0, + 1696.4000244140625, + 1696.0, + 1701.4000244140625, + 1701.5999755859375, + 1703.4000244140625, + 1700.199951171875, + 1699.199951171875, + 1699.5999755859375, + 1698.0, + 1695.0, + 1694.4000244140625, + 1693.7999267578125, + 1693.199951171875, + 1692.5999755859375, + 1692.5999755859375, + 1686.5999755859375, + 1687.7999267578125, + 1686.5999755859375, + 1686.4000244140625, + 1686.4000244140625, + 1687.4000244140625, + 1686.7999267578125, + 1687.0, + 1690.5999755859375, + 1690.7999267578125, + 1690.7999267578125, + 1689.4000244140625, + 1693.4000244140625, + 1694.4000244140625, + 1695.199951171875, + 1698.199951171875, + 1703.0, + 1703.199951171875, + 1704.0, + 1705.0, + 1704.5999755859375, + 1704.0, + 1703.4000244140625, + 1707.199951171875, + 1707.4000244140625, + 1701.0, + 1703.4000244140625, + 1704.0, + 1704.0, + 1699.5999755859375, + 1699.7999267578125, + 1701.0, + 1699.7999267578125, + 1700.5999755859375, + 1700.0, + 1700.0, + 1700.5999755859375, + 1701.199951171875, + 1700.5999755859375, + 1700.199951171875, + 1700.199951171875, + 1699.7999267578125, + 1701.0, + 1702.5999755859375, + 1700.0, + 1703.199951171875, + 1703.0, + 1704.0, + 1710.4000244140625, + 1709.5999755859375, + 1709.199951171875, + 1708.4000244140625, + 1713.4000244140625, + 1713.4000244140625, + 1712.7999267578125, + 1711.5999755859375, + 1712.199951171875, + 1711.7999267578125, + 1709.7999267578125, + 1708.5999755859375, + 1708.199951171875, + 1708.0, + 1706.4000244140625, + 1707.4000244140625 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 4.0640286897541955e-05, + 3.5671408113557845e-05, + 3.0182922273525037e-05, + 2.651999420777429e-05, + 2.3750257241772488e-05, + 2.1457866751006804e-05, + 1.951494596141856e-05, + 1.7756688976078294e-05, + 1.6291529391310178e-05, + 1.5026257642603014e-05, + 1.3953895177110098e-05, + 1.301962311117677e-05, + 1.2183807484689169e-05, + 1.1465660463727545e-05, + 1.0841397852345835e-05, + 1.0247989848721772e-05, + 9.740007953951135e-06, + 9.276001947000623e-06, + 8.840918781061191e-06, + 8.449977030977607e-06, + 8.093037649814505e-06, + 7.77065179136116e-06, + 7.483497938665096e-06, + 7.217220172606176e-06, + 6.97226460033562e-06, + 6.739551281498279e-06, + 6.527423920488218e-06, + 6.329015377559699e-06, + 6.140898221929092e-06, + 5.967552169749979e-06, + 5.803774456580868e-06, + 5.649354079650948e-06, + 5.508803042175714e-06, + 5.3764088079333305e-06, + 5.2531249821186066e-06, + 5.136564141139388e-06, + 5.024859547120286e-06, + 4.9156810746353585e-06, + 4.812599399883766e-06, + 4.71442535854294e-06, + 4.6204813770600595e-06, + 4.5305496314540505e-06, + 4.443984835234005e-06, + 4.360081675258698e-06, + 4.279903805581853e-06, + 4.203606749797473e-06, + 4.130422894377261e-06, + 4.061043910041917e-06, + 3.994163307652343e-06, + 3.929814738512505e-06, + 3.868183284794213e-06, + 3.8086452605057275e-06, + 3.7503107250813628e-06, + 3.6941821690561483e-06, + 3.640725481091067e-06, + 3.587998207876808e-06, + 3.536870508469292e-06, + 3.487823050818406e-06, + 3.440066620896687e-06, + 3.3940004868782125e-06, + 3.349556209286675e-06, + 3.3061201065720525e-06, + 3.263865892222384e-06, + 3.223042085664929e-06, + 3.183377657478559e-06, + 3.144422862533247e-06, + 3.1059232696861727e-06, + 3.06841207020625e-06, + 3.0314272407849785e-06, + 2.9952716431580484e-06, + 2.959942321467679e-06, + 2.9258635549922474e-06, + 2.8926690447406145e-06, + 2.8597862637980143e-06, + 2.827730440913001e-06, + 2.7966104880761122e-06, + 2.766041234281147e-06, + 2.7362157197785564e-06, + 2.7072724151366856e-06, + 2.6790214633365395e-06, + 2.6516038360568928e-06, + 2.624848548293812e-06, + 2.5985686988860834e-06, + 2.572974381109816e-06, + 2.5480510430497816e-06, + 2.523831426515244e-06, + 2.5004192139022052e-06, + 2.4774831217655446e-06, + 2.4552680315537145e-06, + 2.4335895432159305e-06, + 2.4122116428770823e-06, + 2.391305542914779e-06, + 2.3709201286692405e-06, + 2.350910790482885e-06, + 2.33130413107574e-06, + 2.312204514964833e-06, + 2.2934689241083106e-06, + 2.2749316030967748e-06, + 2.256714424220263e-06, + 2.2387396256817738e-06, + 2.221137947344687e-06, + 2.2039068880985724e-06, + 2.186958454331034e-06, + 2.170316520277993e-06, + 2.153972218366107e-06, + 2.1377595658123028e-06, + 2.1217445009824587e-06, + 2.105992734868778e-06, + 2.090463567583356e-06, + 2.0751335796376225e-06, + 2.0600409698090516e-06, + 2.0452380340429954e-06, + 2.0307113572926028e-06, + 2.016400003412855e-06, + 2.0023544493597e-06, + 1.9885956135112792e-06, + 1.9749245439015795e-06, + 1.9615210931078764e-06, + 1.948301132870256e-06, + 1.9353387870069128e-06, + 1.922545379784424e-06, + 1.909902266561403e-06, + 1.8973843225467135e-06, + 1.8851152390197967e-06, + 1.8730004285316681e-06, + 1.860990778368432e-06, + 1.8491871287551476e-06, + 1.8376557591182063e-06, + 1.8262383036926622e-06, + 1.8149371499021072e-06, + 1.803803115763003e-06, + 1.7927741282619536e-06, + 1.7818429114413448e-06, + 1.7710557358441292e-06, + 1.760430563990667e-06, + 1.7499455680081155e-06, + 1.7394604583387263e-06, + 1.7291025642407476e-06, + 1.7188812080348725e-06, + 1.7087730839193682e-06, + 1.6987934259304893e-06, + 1.6890419374249177e-06, + 1.6794018620203133e-06, + 1.6698365925549297e-06, + 1.660308498685481e-06, + 1.6508951148352935e-06, + 1.6415963273175294e-06, + 1.632394855732855e-06, + 1.62323931363062e-06, + 1.6141551668624743e-06, + 1.6052222235884983e-06, + 1.5964292288117576e-06, + 1.5877631085459143e-06, + 1.5791833902767394e-06, + 1.5707441889389884e-06, + 1.5623828630850767e-06, + 1.5541453421974438e-06, + 1.5460639133380027e-06, + 1.5381100411104853e-06, + 1.5302871361200232e-06, + 1.5225599554469227e-06, + 1.514957830295316e-06, + 1.5073950407895609e-06, + 1.4998391861809068e-06, + 1.492388605583983e-06, + 1.4850110119368765e-06, + 1.4777486967432196e-06, + 1.4705734656672576e-06, + 1.4634701983595733e-06, + 1.4564396906280308e-06, + 1.4494861488856259e-06, + 1.442584448341222e-06, + 1.4357157169797574e-06, + 1.4289471437223256e-06, + 1.4222745221559308e-06, + 1.4156941006149282e-06, + 1.4091913271840895e-06, + 1.4027735915078665e-06, + 1.3964490790385753e-06, + 1.390180500493443e-06, + 1.3839852499586414e-06, + 1.3778718539469992e-06, + 1.3718648688154644e-06, + 1.365956563859072e-06, + 1.3601144246422336e-06, + 1.354340156467515e-06, + 1.3486296666087583e-06, + 1.3429706768874894e-06, + 1.3373779665926122e-06, + 1.3318820037966361e-06, + 1.3264368590171216e-06, + 1.321079139415815e-06, + 1.315802478529804e-06, + 1.3105742482366622e-06, + 1.3053908105575829e-06, + 1.3002346577195567e-06, + 1.2951410326422774e-06, + 1.290098907702486e-06, + 1.285103166992485e-06, + 1.2801272077922476e-06, + 1.2752227576129371e-06, + 1.2703586662610178e-06, + 1.2655170849029673e-06, + 1.2606844848050969e-06, + 1.2558853086375166e-06, + 1.2510864735304494e-06, + 1.2463427765396773e-06, + 1.241687755282328e-06, + 1.2370941249173484e-06, + 1.2325303941906895e-06, + 1.2279854217922548e-06, + 1.2234862651894218e-06, + 1.2190063216621638e-06, + 1.214539793181757e-06, + 1.210125219586189e-06, + 1.2057507774443366e-06, + 1.2014114645353402e-06, + 1.197120695906051e-06, + 1.1928625553991878e-06, + 1.1886285165019217e-06, + 1.1844333585031563e-06, + 1.1802516155512421e-06, + 1.1761148925870657e-06, + 1.1720366046574782e-06, + 1.1680299394356553e-06, + 1.1640576076388243e-06, + 1.160122110377415e-06, + 1.1562037798285019e-06, + 1.1522865861479659e-06, + 1.1483953130664304e-06, + 1.1445463314885274e-06, + 1.1407721558498451e-06, + 1.13701958071033e-06, + 1.1333071370245307e-06, + 1.1296228876744863e-06, + 1.1259563734711264e-06, + 1.1223224873901927e-06, + 1.1187099744347506e-06, + 1.1151075796078658e-06, + 1.1115312190668192e-06, + 1.1079913520006812e-06, + 1.1044824077544035e-06, + 1.1010001799149904e-06, + 1.0975329587381566e-06, + 1.094080744223902e-06, + 1.0906444458669284e-06, + 1.0872156508412445e-06, + 1.0838192565643112e-06, + 1.0804529892993742e-06, + 1.0771244660645607e-06, + 1.0738152695921599e-06, + 1.070511871148483e-06, + 1.0672125654309639e-06, + 1.063924628397217e-06, + 1.0606569276205846e-06, + 1.0574071893643122e-06, + 1.0541797337282333e-06, + 1.050971150107216e-06, + 1.0478071317265858e-06, + 1.044669488692307e-06, + 1.0415652695883182e-06, + 1.0384823099229834e-06, + 1.0354015103075653e-06, + 1.032352656693547e-06, + 1.0293407513017883e-06, + 1.0263458989356877e-06, + 1.023352751872153e-06, + 1.020379727378895e-06, + 1.0174298950005323e-06, + 1.0144918860532925e-06, + 1.0115666100318776e-06, + 1.0086398560815724e-06, + 1.005728222480684e-06, + 1.0028376209447742e-06, + 9.999669146054657e-07, + 9.971175813916489e-07, + 9.942855285771657e-07, + 9.914766678775777e-07, + 9.886873613140779e-07, + 9.859178362603416e-07, + 9.831559282247326e-07, + 9.803990224099834e-07, + 9.776556453289231e-07, + 9.749257969815517e-07, + 9.722143659018911e-07, + 9.694965683593182e-07, + 9.667908216215437e-07, + 9.641038332119933e-07, + 9.614522014089744e-07, + 9.588105740476749e-07, + 9.561904334987048e-07, + 9.535964409224107e-07, + 9.510186487204919e-07, + 9.484648444413324e-07, + 9.459287753088574e-07, + 9.434235721528239e-07, + 9.409315566699661e-07, + 9.384507961840427e-07, + 9.359953310195124e-07, + 9.335610116067983e-07, + 9.311449389315385e-07, + 9.287521152145928e-07, + 9.263828246730554e-07, + 9.240247322850337e-07, + 9.216765874953126e-07, + 9.193494747705699e-07, + 9.170449288831151e-07, + 9.147498758466099e-07, + 9.124769917434605e-07, + 9.102024023377453e-07, + 9.079407163881115e-07, + 9.057049510374782e-07, + 9.034750974024064e-07, + 9.012578061629029e-07, + 8.990662081487244e-07, + 8.968971769718337e-07, + 8.947243372858793e-07, + 8.925576935325807e-07, + 8.904011679078394e-07, + 8.882427664502757e-07, + 8.860967568580236e-07, + 8.839524525683373e-07, + 8.818199717097741e-07, + 8.796947668088251e-07, + 8.775789410719881e-07, + 8.75486819040816e-07, + 8.733977665542625e-07, + 8.713211627764395e-07, + 8.692649089425686e-07, + 8.672137141729763e-07, + 8.651778102830576e-07, + 8.631537866676808e-07, + 8.611267503511044e-07, + 8.591105142841116e-07, + 8.571086027586716e-07, + 8.55111068176484e-07, + 8.531188768756692e-07, + 8.511341889061441e-07, + 8.491655876241566e-07, + 8.472123340652615e-07, + 8.452773840872396e-07, + 8.433649441030866e-07, + 8.41468249745958e-07, + 8.395920758630382e-07, + 8.377218705390987e-07, + 8.358698551091948e-07, + 8.340162480635627e-07, + 8.321723612425558e-07, + 8.30338649393525e-07, + 8.285110197903123e-07, + 8.2669384937617e-07, + 8.248975404967496e-07, + 8.231095307564829e-07, + 8.213353339669993e-07, + 8.195715395231673e-07, + 8.178199664143904e-07, + 8.160878337548638e-07, + 8.143657623804756e-07, + 8.126559123411425e-07, + 8.109485065688204e-07, + 8.092517305158253e-07, + 8.075674031715607e-07, + 8.058768798946403e-07, + 8.04187948233448e-07, + 8.025001534406329e-07, + 8.008216241250921e-07, + 7.991459938239132e-07, + 7.974776963237673e-07, + 7.958233823046612e-07, + 7.941766853036825e-07, + 7.925492582216975e-07, + 7.909223427304823e-07, + 7.892963935773878e-07, + 7.876757308622473e-07, + 7.860573418838612e-07, + 7.844536185075413e-07, + 7.828549541954999e-07, + 7.81257313064998e-07, + 7.796681984473253e-07, + 7.780820965308521e-07, + 7.765175951135461e-07, + 7.749589485683828e-07, + 7.734104769951955e-07, + 7.718647907495324e-07, + 7.703315532125998e-07, + 7.688079222134547e-07, + 7.673030495425337e-07, + 7.657998253307596e-07, + 7.643083108632709e-07, + 7.62817251143133e-07, + 7.613376737936051e-07, + 7.598570164191187e-07, + 7.58383862375922e-07, + 7.569166200482869e-07, + 7.554595526926278e-07, + 7.540090223301377e-07, + 7.525626983806433e-07, + 7.511205808441446e-07, + 7.496818170693587e-07, + 7.482461228391912e-07, + 7.468146350220195e-07, + 7.453823513969837e-07, + 7.439536489073362e-07, + 7.425294370477786e-07, + 7.411079536723264e-07, + 7.396928367597866e-07, + 7.382782882814354e-07, + 7.368630576820578e-07, + 7.354523745561892e-07, + 7.340527758969984e-07, + 7.326568720600335e-07, + 7.312794991776173e-07, + 7.299096864699095e-07, + 7.285518677235814e-07, + 7.272013249348674e-07, + 7.258605592141976e-07, + 7.245403139677364e-07, + 7.23227117305214e-07, + 7.219281314974069e-07, + 7.20645743967907e-07, + 7.193793294391071e-07, + 7.181308205872483e-07, + 7.168794695644465e-07, + 7.156648962336476e-07, + 7.144491860344715e-07, + 7.132385917429929e-07, + 7.12013786596799e-07, + 7.107992132660002e-07, + 7.095653700162075e-07, + 7.083174864419561e-07, + 7.070653964547091e-07, + 7.058085316202778e-07, + 7.045294978524907e-07, + 7.03225850884337e-07, + 7.019121426310448e-07, + 7.00577913903544e-07, + 6.992225962676457e-07, + 6.978500550758326e-07, + 6.964399972275714e-07, + 6.950161832719459e-07, + 6.935962346688029e-07, + 6.921136446180753e-07, + 6.906130352035689e-07, + 6.891038992762333e-07, + 6.875923190818867e-07, + 6.860645385131647e-07, + 6.845405664535065e-07, + 6.830148890912824e-07, + 6.814617563577485e-07, + 6.798854315093195e-07, + 6.783179742342327e-07, + 6.767436389054637e-07, + 6.751606065336091e-07, + 6.735798478985089e-07, + 6.720013061567442e-07, + 6.704279940095148e-07, + 6.68852806029463e-07, + 6.672650556538429e-07, + 6.656762252532644e-07, + 6.640687502112996e-07, + 6.624682669098547e-07, + 6.60855846490449e-07, + 6.592388785975345e-07, + 6.576035502803279e-07, + 6.559769758496259e-07, + 6.543484687426826e-07, + 6.52701714898285e-07, + 6.510558137051703e-07, + 6.49419121145911e-07, + 6.477859528786212e-07, + 6.461431780735438e-07, + 6.444896598623018e-07, + 6.428318215512263e-07, + 6.411661956917669e-07, + 6.394943738996517e-07, + 6.378304533427581e-07, + 6.361569262480771e-07, + 6.344831717797206e-07, + 6.328119752652128e-07, + 6.311453830676328e-07, + 6.294870900092064e-07, + 6.278263526837691e-07, + 6.261771545723605e-07, + 6.245325607778796e-07, + 6.2288739854921e-07, + 6.212431458152423e-07, + 6.196150934556499e-07, + 6.179939191497397e-07, + 6.163735974951123e-07, + 6.147565159153601e-07, + 6.131338636805594e-07, + 6.115163273534563e-07, + 6.099036795603752e-07, + 6.083032531023491e-07, + 6.067103868190316e-07, + 6.051182595001592e-07, + 6.035334649823199e-07, + 6.019544116497855e-07, + 6.003825774314464e-07, + 5.988116527078091e-07, + 5.97254540934955e-07, + 5.9570146504484e-07, + 5.941576546319993e-07, + 5.926207222728408e-07, + 5.910915774620662e-07, + 5.895677190892457e-07, + 5.88051648264809e-07, + 5.865399543836247e-07, + 5.850338880009076e-07, + 5.835326533087937e-07, + 5.82041934649169e-07, + 5.805625278298976e-07, + 5.790889758827689e-07, + 5.776255420641974e-07, + 5.761674515269988e-07, + 5.747187969973311e-07, + 5.732775321121153e-07, + 5.718447368963098e-07, + 5.704153522856359e-07, + 5.689939825970214e-07, + 5.675818783856812e-07, + 5.661723321281897e-07, + 5.647749503623345e-07, + 5.633821160699881e-07, + 5.619942271550826e-07, + 5.606079866993241e-07, + 5.592265210907499e-07, + 5.578521609095333e-07, + 5.564815523939615e-07, + 5.551190724872868e-07, + 5.537605716199323e-07, + 5.524097446141241e-07, + 5.510660798790923e-07, + 5.497263941833808e-07, + 5.483906875269895e-07, + 5.470577093547035e-07, + 5.457272322928475e-07, + 5.44404258562281e-07, + 5.430832743513747e-07, + 5.417691113507317e-07, + 5.404592684499221e-07, + 5.39156587819889e-07, + 5.378557830226782e-07, + 5.365660058487265e-07, + 5.352806624614459e-07, + 5.340070856618695e-07, + 5.327373173713568e-07, + 5.314776103659824e-07, + 5.302255772221542e-07, + 5.289785462991858e-07, + 5.277402124193031e-07, + 5.265070512905368e-07, + 5.2528139349306e-07, + 5.240578957455e-07, + 5.228402528700826e-07, + 5.216339786784374e-07, + 5.204330477681651e-07, + 5.192407570575597e-07, + 5.18055514930893e-07, + 5.168788561604742e-07, + 5.157098712516017e-07, + 5.145480486135057e-07, + 5.13394638801401e-07, + 5.122504376231518e-07, + 5.111113523526001e-07, + 5.099766440253006e-07, + 5.088481884740759e-07, + 5.077232572148205e-07, + 5.066054313829227e-07, + 5.054951657257334e-07, + 5.043941087023995e-07, + 5.032964054407785e-07, + 5.02204159147368e-07, + 5.011175971958437e-07, + 5.00038140671677e-07, + 4.989640274288831e-07, + 4.978962238055828e-07, + 4.968346729583573e-07, + 4.957723263032676e-07, + 4.947145839651057e-07, + 4.936607069794263e-07, + 4.926125711790519e-07, + 4.915696649732126e-07, + 4.905314767711388e-07, + 4.894974949820607e-07, + 4.884724944531627e-07, + 4.874511887464905e-07, + 4.864344873567461e-07, + 4.854229018746992e-07, + 4.844201839659945e-07, + 4.834228661820816e-07, + 4.824282768822741e-07, + 4.814378371520434e-07, + 4.804514901479706e-07, + 4.794723054146743e-07, + 4.784987481798453e-07, + 4.775297384185251e-07, + 4.7656536139584205e-07, + 4.756056455335056e-07, + 4.746507613617723e-07, + 4.7370301103910606e-07, + 4.7276006398533355e-07, + 4.7182453499772237e-07, + 4.708956566901179e-07, + 4.699709279520903e-07, + 4.690504340487678e-07, + 4.681365055603237e-07, + 4.6722428237444547e-07, + 4.663168056140421e-07, + 4.6541532583432854e-07, + 4.645173135031655e-07, + 4.636220580778172e-07, + 4.627295027148648e-07, + 4.61840159005078e-07, + 4.609570112279471e-07, + 4.600782972374873e-07, + 4.592029938521591e-07, + 4.583320105666644e-07, + 4.5746455157313903e-07, + 4.5660044634132646e-07, + 4.5574199702969054e-07, + 4.5489076683224994e-07, + 4.540428619748127e-07, + 4.531988508915674e-07, + 4.523582504134538e-07, + 4.5151801941756275e-07, + 4.506820516780863e-07, + 4.498495513871603e-07, + 4.490218543651281e-07, + 4.481979374304501e-07, + 4.47376322654236e-07, + 4.4655635633716884e-07, + 4.457404259028408e-07, + 4.449267692052672e-07, + 4.441164662694064e-07, + 4.433107960721827e-07, + 4.425070301294909e-07, + 4.4170766955176077e-07, + 4.4091024165027193e-07, + 4.401160822453676e-07, + 4.393269534830324e-07, + 4.3854615228156035e-07, + 4.37767511130005e-07, + 4.3698932472580054e-07, + 4.362138668057014e-07, + 4.3544241634663194e-07, + 4.346770481333806e-07, + 4.339164263456041e-07, + 4.331586467287707e-07, + 4.324062103933102e-07, + 4.3165630358998897e-07, + 4.3090759049846383e-07, + 4.301649596527568e-07, + 4.294272173410718e-07, + 4.286943351416994e-07, + 4.2796503407771525e-07, + 4.272385467629647e-07, + 4.265150437277043e-07, + 4.2579407022458327e-07, + 4.2507789999035595e-07, + 4.2436596459083376e-07, + 4.2365718400105834e-07, + 4.229520129683806e-07, + 4.2224507978971815e-07, + 4.2154115931225533e-07, + 4.208413315609505e-07, + 4.201436070161435e-07, + 4.1945182260860747e-07, + 4.1876302248056163e-07, + 4.180746770998667e-07, + 4.1739048128874856e-07, + 4.167090423834452e-07, + 4.1602979194976797e-07, + 4.1535417949489783e-07, + 4.146789365222503e-07, + 4.140088663007191e-07, + 4.133387960791879e-07, + 4.1267085748586396e-07, + 4.1200519262929447e-07, + 4.113420857265737e-07, + 4.1068207679018087e-07, + 4.100246542293462e-07, + 4.0936873801911133e-07, + 4.0871475448511774e-07, + 4.0806179413266364e-07, + 4.074115338426054e-07, + 4.067639736149431e-07, + 4.061178628944617e-07, + 4.0547399748902535e-07, + 4.0483300267624145e-07, + 4.041915815378161e-07, + 4.0355146779802453e-07, + 4.0291283198712335e-07, + 4.0227584463536914e-07, + 4.016403352125053e-07, + 4.0100601950143755e-07, + 4.0037392068370536e-07, + 3.9974440824153135e-07, + 3.991158052940591e-07, + 3.9849095401223167e-07, + 3.9786874594938126e-07, + 3.972486410930287e-07, + 3.9663078155172116e-07, + 3.9601474099981715e-07, + 3.954025942221051e-07, + 3.947941991100379e-07, + 3.941896977721626e-07, + 3.9358789649668324e-07, + 3.929883689579583e-07, + 3.923921383375273e-07, + 3.9179815303214127e-07, + 3.9120584460761165e-07, + 3.906166625711194e-07, + 3.90030180597023e-07, + 3.8944560287745844e-07, + 3.888651463057613e-07, + 3.8828721926620346e-07, + 3.8771116805946804e-07, + 3.871373621677776e-07, + 3.86567705845664e-07, + 3.8600057905568974e-07, + 3.854343333387078e-07, + 3.8487127085318207e-07, + 3.8431085158663336e-07, + 3.8375202393581276e-07, + 3.8319544160003716e-07, + 3.826401382411859e-07, + 3.8208648334148165e-07, + 3.815340789969923e-07, + 3.809822430866916e-07, + 3.804318566835718e-07, + 3.798843408731045e-07, + 3.793385872086219e-07, + 3.787948799072183e-07, + 3.782523378959013e-07, + 3.777113022351841e-07, + 3.771723697809648e-07, + 3.766350289424736e-07, + 3.7609675018757116e-07, + 3.75560603060876e-07, + 3.7502655914067873e-07, + 3.74494533161851e-07, + 3.739624503396044e-07, + 3.734323286153085e-07, + 3.72904082723835e-07, + 3.723772294961236e-07, + 3.718521099926875e-07, + 3.7132898000891146e-07, + 3.7080829429214646e-07, + 3.702886601786304e-07, + 3.6977084505451785e-07, + 3.6925456470271456e-07, + 3.687406717745034e-07, + 3.682285694139864e-07, + 3.677177176086843e-07, + 3.672080595151783e-07, + 3.667000498808193e-07, + 3.661938876575732e-07, + 3.6569005601450044e-07, + 3.65189350759465e-07, + 3.64692567700331e-07, + 3.6419754678718164e-07, + 3.6370434486343584e-07, + 3.632137293152482e-07, + 3.6272410852689063e-07, + 3.6223633514964604e-07, + 3.617519723775331e-07, + 3.6126974123362743e-07, + 3.607892153922876e-07, + 3.6031028116667585e-07, + 3.59832199592347e-07, + 3.5935528330810484e-07, + 3.5888012916984735e-07, + 3.5840685086441226e-07, + 3.5793587471744104e-07, + 3.574665754513262e-07, + 3.5699883937923005e-07, + 3.5653451391226554e-07, + 3.560718653261574e-07, + 3.556106946689397e-07, + 3.551510872057406e-07, + 3.5469221870698675e-07, + 3.5423445865490066e-07, + 3.5377760809751635e-07, + 3.5332243442098843e-07, + 3.528687386733509e-07, + 3.5241652085460373e-07, + 3.519648998917546e-07, + 3.5151427368873556e-07, + 3.5106447171529e-07, + 3.506157781885122e-07, + 3.501683636386588e-07, + 3.4972205753547314e-07, + 3.4927811043417023e-07, + 3.488352717795351e-07, + 3.483939394754998e-07, + 3.4795334613590967e-07, + 3.475140886166628e-07, + 3.470763374480157e-07, + 3.466399789431307e-07, + 3.4620347832969856e-07, + 3.4576842722344736e-07, + 3.453347972026677e-07, + 3.449029293278727e-07, + 3.4447242569513037e-07, + 3.4404325788273127e-07, + 3.4361568168606027e-07, + 3.4318958341827965e-07, + 3.42764735705714e-07, + 3.4234105328323494e-07, + 3.419182235120388e-07, + 3.4149672956118593e-07, + 3.41076685117514e-07, + 3.406578343856381e-07, + 3.402399784135923e-07, + 3.398234298401803e-07, + 3.3940810340027383e-07, + 3.389949654319935e-07, + 3.385828222235432e-07, + 3.38171872726889e-07, + 3.377617190380988e-07, + 3.37352844326233e-07, + 3.369461865077028e-07, + 3.3654060871413094e-07, + 3.3613613936722686e-07, + 3.3573286373211886e-07, + 3.3533154919496155e-07, + 3.3493171258669463e-07, + 3.345326149428729e-07, + 3.3413417099836806e-07, + 3.33736835500531e-07, + 3.333406368710712e-07, + 3.329456887968263e-07, + 3.325519628560869e-07, + 3.32159260096887e-07, + 3.317673815672606e-07, + 3.31376810436268e-07, + 3.309875751256186e-07, + 3.305998177438596e-07, + 3.3021208878381003e-07, + 3.298257240658131e-07, + 3.294406383247406e-07, + 3.2905631996982265e-07, + 3.2867296795302536e-07, + 3.282907528046053e-07, + 3.279085944996041e-07, + 3.275281699188781e-07, + 3.2714902431507653e-07, + 3.2677166927896906e-07, + 3.263937742303824e-07, + 3.2601707289359183e-07, + 3.2564221896791423e-07, + 3.2526850191061385e-07, + 3.2489515433553606e-07, + 3.2452288678541663e-07, + 3.241516708385461e-07, + 3.2378150649492454e-07, + 3.2341253586309904e-07, + 3.230452989555488e-07, + 3.226789715427003e-07, + 3.223131557206216e-07, + 3.2194844834521064e-07, + 3.215847073079203e-07, + 3.212219610304601e-07, + 3.2086100532069395e-07, + 3.2050112963588617e-07, + 3.2014222028919903e-07, + 3.197841635937948e-07, + 3.1942747114044323e-07, + 3.190711197476048e-07, + 3.1871553574092104e-07, + 3.1836043490329757e-07, + 3.180064709340513e-07, + 3.1765350172463513e-07, + 3.1730093041915097e-07, + 3.169503202116175e-07, + 3.166007900290424e-07, + 3.162521977628785e-07, + 3.1590479920851067e-07, + 3.155583954139729e-07, + 3.1521292953584634e-07, + 3.148693394905422e-07, + 3.1452660209652095e-07, + 3.1418483104062034e-07, + 3.1384382737087435e-07, + 3.135039605695056e-07, + 3.1316571380557434e-07, + 3.128285754883109e-07, + 3.124922329789115e-07, + 3.121570273378893e-07, + 3.1182270276985946e-07, + 3.1148942980507854e-07, + 3.111569810698711e-07, + 3.10825413407656e-07, + 3.104945847098861e-07, + 3.1016463708510855e-07, + 3.098358263287082e-07, + 3.0950766927162476e-07, + 3.091797680099262e-07, + 3.088532594119897e-07, + 3.0852817189952475e-07, + 3.0820424967714644e-07, + 3.078811516843416e-07, + 3.0755805369153677e-07, + 3.0723504096386023e-07, + 3.069127956223383e-07, + 3.0659143135380873e-07, + 3.0627109026681865e-07, + 3.0595074917982856e-07, + 3.056310902138648e-07, + 3.053114880913199e-07, + 3.0499256808980135e-07, + 3.0467455758298456e-07, + 3.043573428840318e-07, + 3.0404095241465257e-07, + 3.037252156445902e-07, + 3.0341030310410133e-07, + 3.030963569017331e-07, + 3.027828370250063e-07, + 3.0246999926930584e-07, + 3.0215795732146944e-07, + 3.018467964466254e-07, + 3.015354366198153e-07, + 3.012248726008693e-07, + 3.0091476332927414e-07, + 3.0060601829973166e-07, + 3.0029826803001924e-07, + 2.99991256724752e-07, + 2.996852970227337e-07, + 2.993807015627681e-07, + 2.990769871757948e-07, + 2.9877418228352326e-07, + 2.984722016208252e-07, + 2.9817113045282895e-07, + 2.9787079824927787e-07, + 2.9757231345683977e-07, + 2.9727439709859027e-07, + 2.96977418656752e-07, + 2.966812076010683e-07, + 2.9638576393153926e-07, + 2.960908886961988e-07, + 2.9579683769043186e-07, + 2.9550349722740066e-07, + 2.9521024202949775e-07, + 2.949176973743306e-07, + 2.9462592010531807e-07, + 2.9433508075271675e-07, + 2.9404426982182486e-07, + 2.9375402732512157e-07, + 2.934643532626069e-07, + 2.9317487815205823e-07, + 2.9288531777638127e-07, + 2.9259643952173064e-07, + 2.9230815812297806e-07, + 2.920203883149952e-07, + 2.9173344273658586e-07, + 2.9144729296604055e-07, + 2.911619390033593e-07, + 2.908766418840969e-07, + 2.9059205530757026e-07, + 2.903092308770283e-07, + 2.9002669066358067e-07, + 2.8974471888432163e-07, + 2.8946345764779835e-07, + 2.891836174967466e-07, + 2.889044026233023e-07, + 2.8862569934062776e-07, + 2.8834784870923613e-07, + 2.880705380903237e-07, + 2.8779399485756585e-07, + 2.8751813374583435e-07, + 2.8724284106829145e-07, + 2.8696808840322774e-07, + 2.8669410312431864e-07, + 2.864208283881453e-07, + 2.861482073512889e-07, + 2.8587632527887763e-07, + 2.8560489795381727e-07, + 2.8533386853268894e-07, + 2.8506389071480953e-07, + 2.8479402658376785e-07, + 2.845248445737525e-07, + 2.8425614573279745e-07, + 2.8398710583132925e-07, + 2.8371880489430623e-07, + 2.8345118607830955e-07, + 2.831843630701769e-07, + 2.829173695317877e-07, + 2.826510296927154e-07, + 2.823853719746694e-07, + 2.821205384861969e-07, + 2.8185624501020357e-07, + 2.81592662076946e-07, + 2.813299886383902e-07, + 2.8106811100769846e-07, + 2.808068870763236e-07, + 2.805463168442657e-07, + 2.8028659926349064e-07, + 2.800273364300665e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.0026597471442073584, + 0.002368967281654477, + 0.0019964834209531546, + 0.0017466987483203411, + 0.0015586134977638721, + 0.0014037223299965262, + 0.0012730556773021817, + 0.0011587559711188078, + 0.0010628539603203535, + 0.000979699078015983, + 0.0009090556995943189, + 0.0008474296773783863, + 0.0007922652293927968, + 0.0007448607939295471, + 0.0007036611204966903, + 0.0006645131506957114, + 0.0006314608617685735, + 0.0006012183730490506, + 0.0005728246760554612, + 0.0005472872871905565, + 0.0005239548627287149, + 0.0005028708255849779, + 0.0004840848851017654, + 0.000466661382233724, + 0.0004507737176027149, + 0.00043566388194449246, + 0.0004218785325065255, + 0.0004089753783773631, + 0.0003967342490796, + 0.0003854489477816969, + 0.00037478251033462584, + 0.00036472248029895127, + 0.000355563941411674, + 0.00034698916715569794, + 0.0003389991179574281, + 0.00033144044573418796, + 0.00032419312628917396, + 0.0003171067510265857, + 0.0003104136558249593, + 0.0003040372394025326, + 0.00029793402063660324, + 0.00029211805667728186, + 0.00028651696629822254, + 0.0002810856094583869, + 0.0002758932823780924, + 0.00027095049154013395, + 0.00026620784774422646, + 0.00026171046192757785, + 0.00025737399118952453, + 0.00025320073473267257, + 0.00024921787553466856, + 0.0002453688357491046, + 0.00024159628082998097, + 0.00023796527239028364, + 0.00023450609296560287, + 0.00023109324683900923, + 0.00022778313723392785, + 0.00022460707987193018, + 0.00022152357269078493, + 0.0002185482589993626, + 0.00021567684598267078, + 0.00021286981063894928, + 0.00021013843070250005, + 0.00020749893155880272, + 0.00020493383635766804, + 0.0002024141140282154, + 0.00019992342276964337, + 0.00019750249339267612, + 0.0001951149315573275, + 0.00019278033869341016, + 0.000190498583833687, + 0.00018829711189027876, + 0.00018615236331243068, + 0.0001840273616835475, + 0.0001819554454414174, + 0.00017994821246247739, + 0.00017797604959923774, + 0.00017605142784304917, + 0.0001741833839332685, + 0.0001723596651572734, + 0.00017058942466974258, + 0.00016886164667084813, + 0.0001671642967266962, + 0.0001655109808780253, + 0.00016390392556786537, + 0.0001623419375391677, + 0.0001608317397767678, + 0.00015935199917294085, + 0.00015791853365954012, + 0.00015651946887373924, + 0.0001551396126160398, + 0.00015379000979010016, + 0.00015247611736413091, + 0.0001511862501502037, + 0.00014992212527431548, + 0.0001486904948251322, + 0.0001474821474403143, + 0.0001462864165659994, + 0.00014511117478832603, + 0.00014395143080037087, + 0.00014281559560913593, + 0.00014170525537338108, + 0.0001406129595125094, + 0.00013954027963336557, + 0.0001384866191074252, + 0.0001374412968289107, + 0.0001364085910608992, + 0.0001353927218588069, + 0.00013439111353363842, + 0.00013340360601432621, + 0.00013243124703876674, + 0.0001314774272032082, + 0.0001305412733927369, + 0.00012961888569407165, + 0.0001287135382881388, + 0.0001278265699511394, + 0.00012694513134192675, + 0.00012608087854459882, + 0.00012522943143267184, + 0.00012439448619261384, + 0.00012357030936982483, + 0.00012275570770725608, + 0.00012194908777019009, + 0.00012115841673221439, + 0.00012037761189276353, + 0.00011960350821027532, + 0.00011884261766681448, + 0.00011810003343271092, + 0.00011736472515622154, + 0.00011663681652862579, + 0.00011591958900680766, + 0.00011520906264195219, + 0.00011450476449681446, + 0.00011380967771401629, + 0.00011312497372273356, + 0.0001124499540310353, + 0.0001117748543038033, + 0.00011110788182122633, + 0.00011044962593587115, + 0.00010979860235238448, + 0.00010915579332504421, + 0.00010852762352442369, + 0.00010790657688630745, + 0.0001072902960004285, + 0.00010667695460142568, + 0.00010607094009174034, + 0.00010547225247137249, + 0.00010487977124284953, + 0.00010429019312141463, + 0.0001037051624734886, + 0.00010312982340110466, + 0.00010256345558445901, + 0.00010200571705354378, + 0.0001014534936985001, + 0.00010091027070302516, + 0.00010037200263468549, + 9.984165808418766e-05, + 9.932132525136694e-05, + 9.880916331894696e-05, + 9.830539784161374e-05, + 9.780776599654928e-05, + 9.731856698635966e-05, + 9.683184907771647e-05, + 9.634552407078445e-05, + 9.586595115251839e-05, + 9.539103484712541e-05, + 9.492350363871083e-05, + 9.44615458138287e-05, + 9.400419367011636e-05, + 9.355184010928497e-05, + 9.310441964771599e-05, + 9.266028791898862e-05, + 9.221824439009652e-05, + 9.178261825582013e-05, + 9.135314030572772e-05, + 9.09295558813028e-05, + 9.05109554878436e-05, + 9.00977902347222e-05, + 8.969090413302183e-05, + 8.928759052651003e-05, + 8.888896263670176e-05, + 8.849558071233332e-05, + 8.810900908429176e-05, + 8.772877481533214e-05, + 8.735275332583115e-05, + 8.698109741089866e-05, + 8.661376341478899e-05, + 8.624972542747855e-05, + 8.588992932345718e-05, + 8.553631778340787e-05, + 8.51859658723697e-05, + 8.484121644869447e-05, + 8.450165478279814e-05, + 8.416519267484546e-05, + 8.383159729419276e-05, + 8.349995914613828e-05, + 8.317230822285637e-05, + 8.284795330837369e-05, + 8.25265669845976e-05, + 8.220642484957352e-05, + 8.189086656784639e-05, + 8.157788397511467e-05, + 8.126632747007534e-05, + 8.095554221654311e-05, + 8.064686699071899e-05, + 8.033819904085249e-05, + 8.003306720638648e-05, + 7.973362517077476e-05, + 7.943810487631708e-05, + 7.914450543466955e-05, + 7.885208469815552e-05, + 7.856258889660239e-05, + 7.827450463082641e-05, + 7.798724982421845e-05, + 7.770332740619779e-05, + 7.742196612525731e-05, + 7.714284583926201e-05, + 7.686683238716796e-05, + 7.659290713490918e-05, + 7.632052438566461e-05, + 7.605076825711876e-05, + 7.578187069157138e-05, + 7.5515839853324e-05, + 7.52535488572903e-05, + 7.499587081838399e-05, + 7.474036829080433e-05, + 7.448723772540689e-05, + 7.423519855365157e-05, + 7.398321031359956e-05, + 7.373300468316302e-05, + 7.348551298491657e-05, + 7.324281614273787e-05, + 7.300150173250586e-05, + 7.276274845935404e-05, + 7.252579962369055e-05, + 7.228997856145725e-05, + 7.205624569905922e-05, + 7.182398985605687e-05, + 7.159238157328218e-05, + 7.136243220884353e-05, + 7.113481115084141e-05, + 7.090917642926797e-05, + 7.068523700581864e-05, + 7.046225800877437e-05, + 7.024023943813518e-05, + 7.001923222560436e-05, + 6.979879981372505e-05, + 6.958043377380818e-05, + 6.936399586265907e-05, + 6.91499953973107e-05, + 6.893721001688391e-05, + 6.872478843433782e-05, + 6.851262878626585e-05, + 6.830118218204007e-05, + 6.809102342231199e-05, + 6.788211612729356e-05, + 6.76746349199675e-05, + 6.746834696969017e-05, + 6.726492574671283e-05, + 6.706318526994437e-05, + 6.686358392471448e-05, + 6.666534318355843e-05, + 6.646724068559706e-05, + 6.627125549130142e-05, + 6.6077642259188e-05, + 6.58851204207167e-05, + 6.56926931696944e-05, + 6.550156831508502e-05, + 6.53119059279561e-05, + 6.512301479233429e-05, + 6.493491673609242e-05, + 6.474672409240156e-05, + 6.455957191064954e-05, + 6.437375850509852e-05, + 6.41892256680876e-05, + 6.400605343515053e-05, + 6.382399442372844e-05, + 6.36434051557444e-05, + 6.346407462842762e-05, + 6.32860028417781e-05, + 6.310849130386487e-05, + 6.293129263212904e-05, + 6.275495979934931e-05, + 6.257948552956805e-05, + 6.240518996492028e-05, + 6.22304723947309e-05, + 6.205652607604861e-05, + 6.188378756633028e-05, + 6.171330460347235e-05, + 6.1543527408503e-05, + 6.137512536952272e-05, + 6.120838952483609e-05, + 6.10426941420883e-05, + 6.0878537624375895e-05, + 6.0715519794030115e-05, + 6.055447011021897e-05, + 6.039426807546988e-05, + 6.02348409302067e-05, + 6.0077036323491484e-05, + 5.9920585044892505e-05, + 5.97653015574906e-05, + 5.96115060034208e-05, + 5.945921293459833e-05, + 5.930763654760085e-05, + 5.915669316891581e-05, + 5.900709584238939e-05, + 5.885899736313149e-05, + 5.871151006431319e-05, + 5.8565434301272035e-05, + 5.841924939886667e-05, + 5.8273886679671705e-05, + 5.8130182878812775e-05, + 5.798685742774978e-05, + 5.7844328694045544e-05, + 5.7703502534423023e-05, + 5.756412065238692e-05, + 5.742448411183432e-05, + 5.728524411097169e-05, + 5.7146648032357916e-05, + 5.70079282624647e-05, + 5.687000520993024e-05, + 5.673218402080238e-05, + 5.659511225530878e-05, + 5.6458553444826975e-05, + 5.6322594900848344e-05, + 5.618814975605346e-05, + 5.6053901062114164e-05, + 5.5920441809576005e-05, + 5.5788295867387205e-05, + 5.565646642935462e-05, + 5.552561560762115e-05, + 5.5395565141225234e-05, + 5.5265318223973736e-05, + 5.513575888471678e-05, + 5.5007119954098016e-05, + 5.4878753871889785e-05, + 5.475073339766823e-05, + 5.4623182222712785e-05, + 5.4496664233738557e-05, + 5.437112849904224e-05, + 5.424680421128869e-05, + 5.4123924201121554e-05, + 5.400205191108398e-05, + 5.3881496569374576e-05, + 5.37613159394823e-05, + 5.36423031007871e-05, + 5.352318112272769e-05, + 5.34046848770231e-05, + 5.3286868933355436e-05, + 5.3169445891398937e-05, + 5.305269223754294e-05, + 5.293727735988796e-05, + 5.2822386351181194e-05, + 5.2708379371324554e-05, + 5.2595045417547226e-05, + 5.2482482715277e-05, + 5.237117875367403e-05, + 5.226054054219276e-05, + 5.2150688134133816e-05, + 5.2040984883205965e-05, + 5.1931969210272655e-05, + 5.182374661671929e-05, + 5.171512020751834e-05, + 5.1606595661723986e-05, + 5.149814023752697e-05, + 5.139031054568477e-05, + 5.128265911480412e-05, + 5.117548062116839e-05, + 5.10691934323404e-05, + 5.0963397370651364e-05, + 5.085883094579913e-05, + 5.075429362477735e-05, + 5.064981451141648e-05, + 5.054567736806348e-05, + 5.0441707571735606e-05, + 5.033868001191877e-05, + 5.023597623221576e-05, + 5.0133334298152477e-05, + 5.003123442293145e-05, + 4.9929327360587195e-05, + 4.9828806368168443e-05, + 4.972865281160921e-05, + 4.962915772921406e-05, + 4.9529862735653296e-05, + 4.9431368097430095e-05, + 4.9333484639646485e-05, + 4.9236801714869216e-05, + 4.914022429147735e-05, + 4.904439992969856e-05, + 4.8948597395792603e-05, + 4.885353337158449e-05, + 4.875841841567308e-05, + 4.866378731094301e-05, + 4.856953091803007e-05, + 4.84759257233236e-05, + 4.8382738896179944e-05, + 4.828981764148921e-05, + 4.8197169235209e-05, + 4.810473183169961e-05, + 4.801248724106699e-05, + 4.792053732671775e-05, + 4.78285328426864e-05, + 4.773675027536228e-05, + 4.7645258746342734e-05, + 4.7553941840305924e-05, + 4.746303238789551e-05, + 4.737215203931555e-05, + 4.72812243970111e-05, + 4.7190616896841675e-05, + 4.7100715164560825e-05, + 4.7011049900902435e-05, + 4.692256698035635e-05, + 4.6834571548970416e-05, + 4.674734009313397e-05, + 4.6660585212521255e-05, + 4.657444515032694e-05, + 4.64896293124184e-05, + 4.640528277377598e-05, + 4.632184936781414e-05, + 4.623947461368516e-05, + 4.615812576957978e-05, + 4.607792288879864e-05, + 4.5997534471098334e-05, + 4.591950710164383e-05, + 4.584141061059199e-05, + 4.5763652451569214e-05, + 4.568498479784466e-05, + 4.560696834232658e-05, + 4.552771497401409e-05, + 4.544755574897863e-05, + 4.5367127313511446e-05, + 4.528638601186685e-05, + 4.5204222260508686e-05, + 4.512047235039063e-05, + 4.503609670791775e-05, + 4.4950404117116705e-05, + 4.4863347284263e-05, + 4.477518450585194e-05, + 4.468461702344939e-05, + 4.4593158236239105e-05, + 4.45019468315877e-05, + 4.440670818439685e-05, + 4.431033448781818e-05, + 4.421340781846084e-05, + 4.411632107803598e-05, + 4.4018193875672296e-05, + 4.392030677990988e-05, + 4.382231054478325e-05, + 4.3722546251956373e-05, + 4.362129038781859e-05, + 4.352060204837471e-05, + 4.341949170338921e-05, + 4.331782110966742e-05, + 4.3216292397119105e-05, + 4.3114905565744266e-05, + 4.301384979044087e-05, + 4.291267759981565e-05, + 4.281069413991645e-05, + 4.2708637920441106e-05, + 4.2605402995832264e-05, + 4.2502615542616695e-05, + 4.239906047587283e-05, + 4.229520709486678e-05, + 4.2190178646706045e-05, + 4.2085703171323985e-05, + 4.198110764264129e-05, + 4.18753334088251e-05, + 4.176961010671221e-05, + 4.1664501623017713e-05, + 4.155961869400926e-05, + 4.1454110032645985e-05, + 4.134791743126698e-05, + 4.124143742956221e-05, + 4.113446266273968e-05, + 4.102708044229075e-05, + 4.092020753887482e-05, + 4.081274164491333e-05, + 4.0705253923079e-05, + 4.059792627231218e-05, + 4.0490893297828734e-05, + 4.038439510622993e-05, + 4.027773320558481e-05, + 4.017180981463753e-05, + 4.006618109997362e-05, + 3.996051236754283e-05, + 3.98549236706458e-05, + 3.9750371797708794e-05, + 3.964625648222864e-05, + 3.954219937440939e-05, + 3.943834963138215e-05, + 3.933413972845301e-05, + 3.923024996765889e-05, + 3.912667671102099e-05, + 3.902390744769946e-05, + 3.892161839758046e-05, + 3.8819376641185954e-05, + 3.8717604184057564e-05, + 3.861619916278869e-05, + 3.8515256164828315e-05, + 3.841436773655005e-05, + 3.8314363337121904e-05, + 3.821461723418906e-05, + 3.811548594967462e-05, + 3.801679122261703e-05, + 3.791859853663482e-05, + 3.782073690672405e-05, + 3.7723373679909855e-05, + 3.762629421544261e-05, + 3.752957491087727e-05, + 3.743315755855292e-05, + 3.733741323230788e-05, + 3.72424183296971e-05, + 3.714779086294584e-05, + 3.7053818232379854e-05, + 3.6960187571821734e-05, + 3.6867157177766785e-05, + 3.677459608297795e-05, + 3.668258068501018e-05, + 3.6590783565770835e-05, + 3.6499517591437325e-05, + 3.640884460764937e-05, + 3.6318335332907736e-05, + 3.622860094765201e-05, + 3.613916123867966e-05, + 3.605003803386353e-05, + 3.596101305447519e-05, + 3.587229730328545e-05, + 3.578403266146779e-05, + 3.569602995412424e-05, + 3.56085438397713e-05, + 3.5521312383934855e-05, + 3.543457205523737e-05, + 3.5348290111869574e-05, + 3.526225918903947e-05, + 3.517648292472586e-05, + 3.509088128339499e-05, + 3.500545790302567e-05, + 3.492051109788008e-05, + 3.483569162199274e-05, + 3.4751308703562245e-05, + 3.4667198633542284e-05, + 3.4583550586830825e-05, + 3.450001895544119e-05, + 3.441719672991894e-05, + 3.433465099078603e-05, + 3.425288377911784e-05, + 3.4171353036072105e-05, + 3.409046621527523e-05, + 3.401007052161731e-05, + 3.392999860807322e-05, + 3.3850483305286616e-05, + 3.377129542059265e-05, + 3.369259138708003e-05, + 3.36140365106985e-05, + 3.3535856346134096e-05, + 3.345840741530992e-05, + 3.338130045449361e-05, + 3.330474646645598e-05, + 3.322863994981162e-05, + 3.3153082767967135e-05, + 3.3078016713261604e-05, + 3.3003412681864575e-05, + 3.2929357985267416e-05, + 3.2855892641237006e-05, + 3.278275835327804e-05, + 3.2709900551708415e-05, + 3.2637450203765184e-05, + 3.256521813455038e-05, + 3.249344081268646e-05, + 3.242214734200388e-05, + 3.2351454137824476e-05, + 3.2280979212373495e-05, + 3.2210853532887995e-05, + 3.2141091651283205e-05, + 3.207178087905049e-05, + 3.200281207682565e-05, + 3.19342507282272e-05, + 3.186608955729753e-05, + 3.179787381668575e-05, + 3.172996730427258e-05, + 3.166230453643948e-05, + 3.15950128424447e-05, + 3.1528048566542566e-05, + 3.146139351883903e-05, + 3.139500768156722e-05, + 3.1329193006968126e-05, + 3.12636184389703e-05, + 3.1198349461192265e-05, + 3.113340062554926e-05, + 3.106902659055777e-05, + 3.100499452557415e-05, + 3.094113708357327e-05, + 3.0877545214025304e-05, + 3.081421891693026e-05, + 3.07513473671861e-05, + 3.068883961532265e-05, + 3.062663017772138e-05, + 3.056471541640349e-05, + 3.0503102607326582e-05, + 3.0441795388469473e-05, + 3.0380946554942057e-05, + 3.0320406949613243e-05, + 3.0260340281529352e-05, + 3.0200701075955294e-05, + 3.0141334718791768e-05, + 3.008224484801758e-05, + 3.0023571525816806e-05, + 2.996500552399084e-05, + 2.990674511238467e-05, + 2.9848872145521455e-05, + 2.9791217457386665e-05, + 2.973373921122402e-05, + 2.9676431950065307e-05, + 2.9619341148645617e-05, + 2.9562648705905303e-05, + 2.950623820652254e-05, + 2.9450044166878797e-05, + 2.9394128432613797e-05, + 2.9338436434045434e-05, + 2.9282955438247882e-05, + 2.9227840059320442e-05, + 2.9173197617637925e-05, + 2.9118769816705026e-05, + 2.9064591217320412e-05, + 2.9010627258685417e-05, + 2.8956685127923265e-05, + 2.8903015845571645e-05, + 2.884956484194845e-05, + 2.8796428523492068e-05, + 2.874353049264755e-05, + 2.8690790713881142e-05, + 2.8638152798521332e-05, + 2.8585773179656826e-05, + 2.8533539079944603e-05, + 2.8481517801992595e-05, + 2.8429796657292172e-05, + 2.8378197384881787e-05, + 2.8326878236839548e-05, + 2.827568278007675e-05, + 2.8224703783052973e-05, + 2.8174046747153625e-05, + 2.8123920856160112e-05, + 2.807393502735067e-05, + 2.8023978302371688e-05, + 2.7974196200375445e-05, + 2.7924672394874506e-05, + 2.7875534215127118e-05, + 2.782670890155714e-05, + 2.7778065486927517e-05, + 2.7729765861295164e-05, + 2.768162448774092e-05, + 2.7633559511741623e-05, + 2.7585887437453493e-05, + 2.753852641035337e-05, + 2.7491476430441253e-05, + 2.7444657462183386e-05, + 2.739802403084468e-05, + 2.7351581593393348e-05, + 2.7305302864988334e-05, + 2.725933154579252e-05, + 2.721362943702843e-05, + 2.7168129236088134e-05, + 2.7122861865791492e-05, + 2.7077478080173023e-05, + 2.7032294383388944e-05, + 2.698737444006838e-05, + 2.6942583644995466e-05, + 2.6898180294665508e-05, + 2.6853964300244115e-05, + 2.680977740965318e-05, + 2.6765857910504565e-05, + 2.6722111215349287e-05, + 2.6678506401367486e-05, + 2.663513987499755e-05, + 2.6591796995489858e-05, + 2.6548786991043016e-05, + 2.6505773348617367e-05, + 2.646289976837579e-05, + 2.6420168069307692e-05, + 2.637760371726472e-05, + 2.6335233997087926e-05, + 2.6293035261915065e-05, + 2.62509365711594e-05, + 2.6208959752693772e-05, + 2.6167044779867865e-05, + 2.61253044300247e-05, + 2.6083738703164272e-05, + 2.6042260287795216e-05, + 2.6000929210567847e-05, + 2.5959781851270236e-05, + 2.591861084511038e-05, + 2.5877521693473682e-05, + 2.5836528948275372e-05, + 2.579564170446247e-05, + 2.575484904809855e-05, + 2.5714134608278982e-05, + 2.567355659266468e-05, + 2.563314774306491e-05, + 2.559280073910486e-05, + 2.555269566073548e-05, + 2.5512756110401824e-05, + 2.547295662225224e-05, + 2.543329719628673e-05, + 2.539375600463245e-05, + 2.535446037654765e-05, + 2.5315410312032327e-05, + 2.5276605811086483e-05, + 2.523798139009159e-05, + 2.519950248824898e-05, + 2.5161230951198377e-05, + 2.5123104933300056e-05, + 2.5085088054765947e-05, + 2.5047269446076825e-05, + 2.500962364138104e-05, + 2.4972101527964696e-05, + 2.4934846805990674e-05, + 2.4897753974073566e-05, + 2.4860781195457093e-05, + 2.48239521170035e-05, + 2.478738679201342e-05, + 2.4750985176069662e-05, + 2.4714641767786816e-05, + 2.4678500267327763e-05, + 2.4642526113893837e-05, + 2.4606661099824123e-05, + 2.457093978591729e-05, + 2.4535298507544212e-05, + 2.449976273055654e-05, + 2.4464308808092028e-05, + 2.442888762743678e-05, + 2.439356285321992e-05, + 2.435841815895401e-05, + 2.4323393517988734e-05, + 2.428849802527111e-05, + 2.425367529212963e-05, + 2.4218950784415938e-05, + 2.418436088191811e-05, + 2.414987284282688e-05, + 2.4115326596074738e-05, + 2.4080913135549054e-05, + 2.4046634280239232e-05, + 2.4012490030145273e-05, + 2.397834396106191e-05, + 2.3944319764268585e-05, + 2.3910415620775893e-05, + 2.3876600607763976e-05, + 2.3842898372095078e-05, + 2.3809321646695025e-05, + 2.3775904992362484e-05, + 2.3742555640637875e-05, + 2.3709324523224495e-05, + 2.367619345022831e-05, + 2.364321335335262e-05, + 2.3610344214830548e-05, + 2.3577558749821037e-05, + 2.3544849682366475e-05, + 2.3512242478318512e-05, + 2.3479757146560587e-05, + 2.3447420971933752e-05, + 2.341528670513071e-05, + 2.3383405277854763e-05, + 2.335163480893243e-05, + 2.3319980755331926e-05, + 2.3288494048756547e-05, + 2.3257071006810293e-05, + 2.322576256119646e-05, + 2.319467421330046e-05, + 2.3163729565567337e-05, + 2.3132888600230217e-05, + 2.3102153136278503e-05, + 2.3071468604030088e-05, + 2.3040858650347218e-05, + 2.3010361474007368e-05, + 2.2979986169957556e-05, + 2.294975820404943e-05, + 2.2919641196494922e-05, + 2.288962423335761e-05, + 2.2859829186927527e-05, + 2.2830137822893448e-05, + 2.2800541046308354e-05, + 2.2771046133129857e-05, + 2.2741594875697047e-05, + 2.2712216377840377e-05, + 2.2682894268655218e-05, + 2.2653683117823675e-05, + 2.2624566554441117e-05, + 2.2595544578507543e-05, + 2.2566560801351443e-05, + 2.253764250781387e-05, + 2.2508775145979598e-05, + 2.2479980543721467e-05, + 2.2451265976997092e-05, + 2.242262416984886e-05, + 2.2394135157810524e-05, + 2.2365715267369524e-05, + 2.233739178336691e-05, + 2.2309119231067598e-05, + 2.2280928533291444e-05, + 2.225283424195368e-05, + 2.2224827262107283e-05, + 2.2196813006303273e-05, + 2.216889515693765e-05, + 2.2141068257042207e-05, + 2.2113354134489782e-05, + 2.208572914241813e-05, + 2.205818600486964e-05, + 2.2030748368706554e-05, + 2.2003399863024242e-05, + 2.197613321186509e-05, + 2.1948948415229097e-05, + 2.1921812731307e-05, + 2.1894764358876273e-05, + 2.1867808754905127e-05, + 2.184092954848893e-05, + 2.1814114006701857e-05, + 2.1787382138427347e-05, + 2.176072848669719e-05, + 2.1734214897151105e-05, + 2.170776679122355e-05, + 2.168139508285094e-05, + 2.1655074306181632e-05, + 2.1628837203024887e-05, + 2.1602740162052214e-05, + 2.157671406166628e-05, + 2.155075708287768e-05, + 2.1524878320633434e-05, + 2.1499126887647435e-05, + 2.1473471861099824e-05, + 2.14478604902979e-05, + 2.1422292775241658e-05, + 2.1396794181782752e-05, + 2.1371368347899988e-05, + 2.134602254955098e-05, + 2.132075314875692e-05, + 2.1295552869560197e-05, + 2.1270405341056176e-05, + 2.1245341486064717e-05, + 2.122036494256463e-05, + 2.1195482986513525e-05, + 2.117060103046242e-05, + 2.114580820489209e-05, + 2.1121095414855517e-05, + 2.109643173753284e-05, + 2.1071831724839285e-05, + 2.1047306290711276e-05, + 2.1022784494562075e-05, + 2.0998371837777086e-05, + 2.0974041035515256e-05, + 2.0949826648575254e-05, + 2.0925577700836584e-05, + 2.0901401512674056e-05, + 2.0877347196801566e-05, + 2.0853365640505217e-05, + 2.0829407731071115e-05, + 2.080552076222375e-05, + 2.0781701095984317e-05, + 2.0757948732352816e-05, + 2.0734272766276263e-05, + 2.071070412057452e-05, + 2.06871991395019e-05, + 2.0663728719227947e-05, + 2.0640325601561926e-05, + 2.0616984329535626e-05, + 2.0593708541127853e-05, + 2.0570547349052504e-05, + 2.054745527857449e-05, + 2.0524425053736195e-05, + 2.0501447579590604e-05, + 2.0478557416936383e-05, + 2.045569272013381e-05, + 2.0432875317055732e-05, + 2.0410090655786917e-05, + 2.0387378754094243e-05, + 2.0364726879051886e-05, + 2.034210046986118e-05, + 2.0319603208918124e-05, + 2.0297173250583e-05, + 2.0274806956877e-05, + 2.0252515241736546e-05, + 2.023028901021462e-05, + 2.0208120986353606e-05, + 2.0186076653772034e-05, + 2.0164085071883164e-05, + 2.0142155335634016e-05, + 2.012027289310936e-05, + 2.009846139117144e-05, + 2.0076759028597735e-05, + 2.0055127606610768e-05, + 2.0033545297337696e-05, + 2.001203756663017e-05, + 1.9990586224594153e-05, + 1.996919854718726e-05, + 1.994786725845188e-05, + 1.99265887204092e-05, + 1.990536111406982e-05, + 1.988418989640195e-05, + 1.986309143831022e-05, + 1.9842036635964178e-05, + 1.9820998204522766e-05, + 1.9800047084572725e-05, + 1.977918691409286e-05, + 1.9758401322178543e-05, + 1.973767029994633e-05, + 1.971693927771412e-05, + 1.9696213712450117e-05, + 1.967553725990001e-05, + 1.9654917196021415e-05, + 1.9634360796771944e-05, + 1.961380803550128e-05, + 1.95932989299763e-05, + 1.957278982445132e-05, + 1.955232619366143e-05, + 1.953192077053245e-05, + 1.9511568098096177e-05, + 1.949126999534201e-05, + 1.9471010091365315e-05, + 1.9450802938081324e-05, + 1.9430659449426457e-05, + 1.941054142662324e-05, + 1.9390470697544515e-05, + 1.9370447262190282e-05, + 1.9350482034496963e-05, + 1.9330507711856626e-05, + 1.9310577044961974e-05, + 1.929068093886599e-05, + 1.9270872144261375e-05, + 1.925112519529648e-05, + 1.923142554005608e-05, + 1.921179318742361e-05, + 1.9192249965271913e-05, + 1.9172763131791726e-05, + 1.9153334505972452e-05, + 1.9133960449835286e-05, + 1.911464278236963e-05, + 1.9095372408628464e-05, + 1.907622026919853e-05, + 1.9057102690567262e-05, + 1.903804877656512e-05, + 1.9019045794266276e-05, + 1.900008828670252e-05, + 1.8981167158926837e-05, + 1.8962302419822663e-05, + 1.8943481336464174e-05, + 1.8924665710073896e-05, + 1.8905895558418706e-05, + 1.888717270048801e-05, + 1.8868513507186435e-05, + 1.8849854313884862e-05, + 1.8831233319360763e-05, + 1.881264688563533e-05, + 1.8794075003825128e-05, + 1.877549584605731e-05, + 1.875696034403518e-05, + 1.873846304079052e-05, + 1.8720003936323337e-05, + 1.8701592125580646e-05, + 1.8683233065530658e-05, + 1.8664926756173372e-05, + 1.8646624084794894e-05, + 1.8628363250172697e-05, + 1.861021519289352e-05, + 1.8592087144497782e-05, + 1.8573995475890115e-05, + 1.855595110100694e-05, + 1.853799585660454e-05, + 1.8520084267947823e-05, + 1.8502201783121563e-05, + 1.8484375686966814e-05, + 1.8466584151610732e-05, + 1.8448839909979142e-05, + 1.843114114308264e-05, + 1.841347875597421e-05, + 1.8395850929664448e-05, + 1.837827221606858e-05, + 1.8360738977207802e-05, + 1.834324939409271e-05, + 1.8325805285712704e-05, + 1.8308388462173752e-05, + 1.8290998923475854e-05, + 1.8273676687385887e-05, + 1.8256363546242937e-05, + 1.8239094060845673e-05, + 1.822185549826827e-05, + 1.820459328882862e-05, + 1.818737837311346e-05, + 1.817020893213339e-05, + 1.8153088603867218e-05, + 1.8135957361664623e-05, + 1.8118869775207713e-05, + 1.8101827663485892e-05, + 1.8084838302456774e-05, + 1.8067879864247516e-05, + 1.805096871976275e-05, + 1.8034115782938898e-05, + 1.801731195882894e-05, + 1.800055179046467e-05, + 1.7983835277846083e-05, + 1.7967173334909603e-05, + 1.795054049580358e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9831516742706299, + 1.0, + 0.9975112080574036, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9949622750282288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9919968247413635, + 1.0, + 1.0, + 0.9972741007804871, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958462715148926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990076422691345, + 1.0, + 0.9980217218399048, + 1.0, + 1.0, + 1.0, + 0.9996737241744995, + 0.9970626831054688, + 0.9911620020866394, + 1.0, + 0.9921051859855652, + 0.9990053176879883, + 1.0, + 1.0, + 0.9973710775375366, + 1.0, + 1.0, + 0.9954113364219666, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996783137321472, + 0.9990347623825073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993829727172852, + 0.9996912479400635, + 1.0, + 0.9993844032287598, + 0.99722820520401, + 1.0, + 0.9978625774383545, + 1.0, + 0.9975609183311462, + 1.0, + 1.0, + 1.0, + 0.9966917037963867, + 1.0, + 1.0, + 0.9991053342819214, + 0.9928357601165771, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.991763710975647, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975369572639465, + 0.998353898525238, + 0.9994503855705261, + 1.0, + 0.9972610473632812, + 1.0, + 0.9986327886581421, + 0.994249701499939, + 0.9972459077835083, + 0.9964098930358887, + 1.0, + 0.9963988661766052, + 1.0, + 1.0, + 0.9986364841461182, + 1.0, + 0.9967320561408997, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973146915435791, + 0.9975767731666565, + 0.9978407025337219, + 0.9997295141220093, + 0.9983766674995422, + 0.9967479109764099, + 1.0, + 0.999457597732544, + 0.9978289604187012, + 0.9934729337692261, + 0.9942513108253479, + 0.9994493722915649, + 0.9988980293273926, + 0.9994484782218933, + 1.0, + 0.9986222386360168, + 0.9928255677223206, + 1.0, + 0.993890643119812, + 0.9946912527084351, + 1.0, + 1.0, + 1.0, + 0.9974874258041382, + 0.9994401931762695, + 1.0, + 1.0, + 0.9949889183044434, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978171586990356, + 0.9904293417930603, + 0.9958586692810059, + 1.0, + 1.0, + 0.9988992810249329, + 1.0, + 1.0, + 0.9972744584083557, + 0.9997267127037048, + 1.0, + 0.9975416660308838, + 1.0, + 1.0, + 0.9994546175003052, + 1.0, + 0.9978289604187012, + 0.9942888021469116, + 0.9907002449035645, + 0.9997239112854004, + 0.9988953471183777, + 1.0, + 1.0, + 1.0, + 0.997272253036499, + 0.9885120987892151, + 1.0, + 0.9972391128540039, + 1.0, + 1.0, + 0.9988962411880493, + 1.0, + 1.0, + 1.0, + 0.9975322484970093, + 0.9989005327224731, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981024265289307, + 0.9986420273780823, + 0.9961925745010376, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933297634124756, + 0.9989256262779236, + 0.9965043663978577, + 1.0, + 1.0, + 0.9967837333679199, + 0.9948911070823669, + 1.0, + 1.0, + 1.0, + 0.9991956353187561, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997356534004211, + 1.0, + 0.9994712471961975, + 1.0, + 0.9986783266067505, + 0.9997352957725525, + 0.9997352361679077, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997414350509644, + 0.993535041809082, + 1.0, + 0.9984427690505981, + 0.996620774269104, + 1.0, + 0.9971316456794739, + 0.999476969242096, + 0.9942439198493958, + 1.0, + 1.0, + 0.9960640072822571, + 0.9976291060447693, + 0.9986796975135803, + 0.9965627193450928, + 0.9962854981422424, + 1.0, + 1.0, + 0.9970799088478088, + 0.996272623538971, + 1.0, + 0.996265709400177, + 1.0, + 1.0, + 0.9944164156913757, + 1.0, + 1.0, + 0.9941380023956299, + 0.9954436421394348, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944969415664673, + 1.0, + 0.9997376799583435, + 0.9958004951477051, + 1.0, + 0.9981608390808105, + 0.9997367858886719, + 1.0, + 1.0, + 0.9984318614006042, + 1.0, + 1.0, + 1.0, + 0.9974032640457153, + 0.9976568818092346, + 0.9960855841636658, + 0.9937123656272888, + 0.9970998764038086, + 0.9944473505020142, + 1.0, + 0.9954894781112671, + 1.0, + 1.0, + 0.9997350573539734, + 1.0, + 0.9994710683822632, + 0.9936491250991821, + 1.0, + 0.9973382949829102, + 0.999199390411377, + 0.9981303215026855, + 0.9938453435897827, + 0.9991921782493591, + 0.9978442788124084, + 1.0, + 0.9986544847488403, + 0.9975748062133789, + 1.0, + 1.0, + 1.0, + 0.9994687438011169, + 1.0, + 1.0, + 0.9965581297874451, + 1.0, + 0.993094265460968, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957795143127441, + 1.0, + 1.0, + 0.9994733333587646, + 1.0, + 0.9910667538642883, + 1.0, + 0.9981462359428406, + 1.0, + 0.99656081199646, + 0.9984071850776672, + 0.9922893047332764, + 1.0, + 0.9967957139015198, + 1.0, + 0.996799111366272, + 1.0, + 0.9994677305221558, + 1.0, + 0.997604489326477, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966364502906799, + 1.0, + 0.9911894202232361, + 0.998954176902771, + 0.9955509305000305, + 0.9989485144615173, + 0.9971052408218384, + 0.9889152646064758, + 0.9989324808120728, + 0.993320882320404, + 0.9913932085037231, + 0.9915898442268372, + 0.9898768663406372, + 1.0, + 0.9744576215744019, + 1.0, + 0.999719500541687, + 1.0, + 0.9955800771713257, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998511672019958, + 1.0, + 1.0, + 1.0, + 0.9969280362129211, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992891550064087, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980526566505432, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997279644012451, + 0.999047577381134, + 1.0, + 0.9997283816337585, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997859001159668, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978467226028442, + 1.0, + 0.9970889687538147, + 1.0, + 0.9983552694320679, + 1.0, + 1.0, + 0.9992414116859436, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996735692024231, + 1.0, + 0.9988681674003601, + 1.0, + 0.9987412095069885, + 0.9994958639144897, + 0.9997477531433105, + 0.9987386465072632, + 0.9978529810905457, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994969367980957, + 0.998993456363678, + 0.997481107711792, + 1.0, + 1.0, + 1.0, + 0.9991195797920227, + 1.0, + 0.9997484087944031, + 0.9997483491897583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968940019607544, + 1.0, + 1.0, + 1.0, + 0.9966463446617126, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981403350830078, + 0.9995031952857971, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977675676345825, + 1.0, + 0.9973900318145752, + 0.9980061650276184, + 1.0, + 1.0, + 0.9980047941207886, + 1.0, + 0.9998754858970642, + 0.9985052347183228, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980173110961914, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9983910918235779, + 0.9964050650596619, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997528195381165, + 1.0, + 0.999011754989624, + 1.0, + 1.0, + 1.0, + 0.9998769760131836, + 1.0, + 1.0, + 0.9990183115005493, + 1.0, + 0.999264657497406, + 1.0, + 1.0, + 0.9984104037284851, + 0.994121253490448, + 1.0, + 1.0, + 1.0, + 0.9995107054710388, + 0.9966952204704285, + 0.9984035491943359, + 1.0, + 0.9974191784858704, + 1.0, + 1.0, + 0.9963189959526062, + 0.9979063868522644, + 0.997901976108551, + 0.999505341053009, + 1.0, + 1.0, + 1.0, + 0.9976534247398376, + 0.9985144734382629, + 0.999876081943512, + 0.9992560148239136, + 1.0, + 1.0, + 0.9985212683677673, + 1.0, + 0.9956864714622498, + 1.0, + 1.0, + 0.9982732534408569, + 1.0, + 1.0, + 0.9988895058631897, + 1.0, + 0.9965538382530212, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996318221092224, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996348023414612, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998799562454224, + 1.0, + 0.9980853796005249, + 0.9998801350593567, + 1.0, + 1.0, + 1.0, + 0.9977266788482666, + 0.997841477394104, + 0.9975964426994324, + 0.9995181560516357, + 1.0, + 0.9985538721084595, + 1.0, + 1.0, + 0.9986740946769714, + 0.9992757439613342, + 1.0, + 0.996861457824707, + 0.9995155930519104, + 1.0, + 0.9998789429664612, + 0.9966093897819519, + 0.9993924498558044, + 1.0, + 0.9981802701950073, + 0.9991492033004761, + 1.0, + 0.999756932258606, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985520839691162, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997590780258179, + 1.0, + 1.0, + 0.9997604489326477, + 0.9997603893280029, + 0.9998801946640015, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999880850315094, + 0.9989269971847534, + 1.0, + 1.0, + 1.0, + 0.9990475177764893, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998811483383179, + 0.9990492463111877, + 0.9972638487815857, + 0.9957056045532227, + 1.0, + 0.9997603893280029, + 0.9982025027275085, + 1.0, + 0.9997602105140686, + 0.9964028596878052, + 0.9990373253822327, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997597932815552, + 0.9993991851806641, + 0.9984368681907654, + 0.9998795986175537, + 1.0, + 0.996025562286377, + 0.9997581243515015, + 1.0, + 0.9998791217803955, + 1.0, + 1.0, + 1.0, + 0.9996386170387268, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979650974273682, + 1.0, + 0.9998801946640015, + 1.0, + 1.0, + 0.9997606873512268, + 1.0, + 1.0, + 0.9998806715011597, + 1.0, + 0.9991651177406311, + 1.0, + 1.0, + 0.999403178691864, + 0.9998806118965149, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996422529220581, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978559017181396, + 1.0, + 1.0, + 1.0, + 0.999880850315094, + 0.9977365136146545, + 1.0, + 1.0, + 1.0, + 0.9982104301452637, + 0.9992828369140625, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998807311058044, + 1.0, + 1.0, + 1.0, + 0.9996426701545715, + 0.9995235204696655, + 0.9991656541824341, + 1.0, + 0.9994053244590759, + 0.9997619986534119, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984591007232666, + 0.9995251893997192, + 0.9982185363769531, + 1.0, + 0.9998815059661865, + 0.9978675842285156, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999763011932373, + 0.9982223510742188, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978675842285156, + 0.9998813271522522, + 1.0, + 1.0, + 0.9989321231842041, + 1.0, + 1.0, + 1.0, + 0.9996451139450073, + 1.0, + 1.0, + 0.997164785861969, + 0.9997630715370178, + 1.0, + 0.9994075894355774, + 0.999881386756897, + 1.0, + 0.9972732663154602, + 1.0, + 1.0, + 1.0, + 0.9995247721672058, + 0.9978607296943665, + 0.9995236396789551, + 1.0, + 0.9992852210998535, + 1.0, + 0.9996424317359924, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992851614952087, + 1.0, + 1.0, + 0.9984538555145264, + 0.9983323216438293, + 0.9990454912185669, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995247721672058, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998818039894104, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995276927947998, + 1.0, + 1.0, + 1.0, + 0.9997642040252686, + 1.0, + 1.0, + 1.0, + 0.9981213808059692, + 0.9994118213653564, + 1.0, + 0.9990586042404175, + 0.9982331991195679, + 0.999646008014679, + 0.9996458292007446, + 0.9996457695960999, + 0.9996456503868103, + 1.0, + 0.9964551329612732, + 1.0, + 0.9992890357971191, + 0.9998814463615417, + 1.0, + 1.0, + 0.9996443390846252, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999172031879425, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997653961181641, + 0.9996480345726013, + 0.9996479153633118, + 1.0, + 1.0, + 0.9962515830993652, + 1.0, + 1.0, + 1.0, + 0.9974178075790405, + 1.0, + 1.0, + 0.9992944598197937, + 1.0, + 0.9996472001075745, + 1.0, + 1.0, + 1.0, + 0.999647319316864, + 0.9997648000717163, + 1.0, + 0.9997647404670715, + 1.0, + 1.0, + 0.9984729290008545, + 1.0, + 0.9998825788497925, + 1.0, + 1.0, + 0.9995322227478027, + 0.9997659921646118, + 0.9995319843292236, + 1.0, + 1.0, + 0.9996497631072998, + 0.9992994070053101, + 1.0, + 0.9997663497924805, + 0.9988316297531128, + 0.9992982149124146, + 0.9997658729553223, + 0.9998829364776611, + 0.99906325340271, + 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, + 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_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_df_eval.csv b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..e986c908eed450cf78acf3c4741de19ba7cfb68d --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_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 +69.09091,69.09091,-0.018485162,476.1905,10000.0,21.0,625.0,,128.0,0.0002497952,0.1,2.8608696 +110.90909,90.0,-0.0250594,769.2308,20000.0,26.0,1250.0,,288.0,0.0002495392,0.1,2.8379898 +148.64865,109.54955,-0.031548057,937.5,30000.0,32.0,1875.0,,448.0,0.0002492832,0.1,2.8136098 +155.65218,121.07521,-0.031250585,1025.641,40000.0,39.0,2500.0,,608.0,0.0002490272,0.1,2.790763 +185.76271,134.01271,-0.030126471,1111.1111,50000.0,45.0,3125.0,,768.0,0.0002487712,0.1,2.7556047 +199.42029,144.91397,-0.031102061,1176.4706,60000.0,51.0,3750.0,,928.0,0.0002485152,0.1,2.730812 +215.38461,154.9812,-0.03136817,1250.0,70000.0,56.0,4375.0,,1088.0,0.0002482592,0.1,2.712683 +225.81395,163.8353,-0.02479022,1290.3226,80000.0,62.0,5000.0,,1248.0,0.0002480032,0.1,2.678421 +234.68085,171.70703,-0.031108286,1343.2836,90000.0,67.0,5625.0,,1376.0,0.0002477984,0.1,2.6852105 +258.8,180.41634,-0.0307346,1369.863,100000.0,73.0,6250.0,,1536.0,0.0002475424,0.1,2.6283455 +273.2,188.85121,-0.030704986,1410.2565,110000.0,78.0,6875.0,,1696.0,0.0002472864,0.1,2.6279616 +304.2,198.46361,-0.031945467,1428.5714,120000.0,84.0,7500.0,,1856.0,0.0002470304,0.1,2.5876403 +317.6,207.62794,-0.033381194,1444.4445,130000.0,90.0,8125.0,,2016.0,0.0002467744,0.1,2.6290302 +331.6,216.48311,-0.03431671,1473.6842,140000.0,95.0,8750.0,,2176.0,0.0002465184,0.1,2.6096718 +348.6,225.29091,-0.027160864,1485.1486,150000.0,101.0,9375.0,,2336.0,0.0002462624,0.1,2.5992 +361.4,233.7977,-0.03073934,1509.434,160000.0,106.0,10000.0,,2496.0,0.0002460064,0.1,2.579285 +370.6,241.8449,-0.03344321,1531.5315,170000.0,111.0,10625.0,,2656.0,0.0002457504,0.1,2.605811 +385.0,249.79796,-0.030445224,1551.7241,180000.0,116.0,11250.0,,2784.0,0.0002455456,0.1,2.5462313 +407.8,258.11386,-0.036179405,1557.3771,190000.0,122.0,11875.0,,2944.0,0.0002452896,0.1,2.5399847 +407.8,265.59814,-0.03491113,1562.5,200000.0,128.0,12500.0,,3104.0,0.0002450336,0.1,2.5452523 +412.2,272.5792,-0.035598595,1578.9474,210000.0,133.0,13125.0,,3264.0,0.0002447776,0.1,2.5342348 +419.2,279.24377,-0.037197717,1582.7338,220000.0,139.0,13750.0,,3424.0,0.0002445216,0.1,2.522901 +427.6,285.69406,-0.035914335,1586.2069,230000.0,145.0,14375.0,,3584.0,0.0002442656,0.1,2.522756 +442.4,292.22348,-0.03955282,1589.4039,240000.0,151.0,15000.0,,3744.0,0.0002440096,0.1,2.510294 +444.0,298.29453,-0.033207197,1602.5641,250000.0,156.0,15625.0,,3904.0,0.0002437536,0.1,2.5011296 +451.2,304.1755,-0.02441072,1614.9069,260000.0,161.0,16250.0,,4032.0,0.0002435488,0.1,2.5098572 +449.6,309.56158,-0.036203906,1616.7665,270000.0,167.0,16875.0,,4192.0,0.0002432928,0.1,2.4875715 +452.6,314.6701,-0.03061615,1627.907,280000.0,172.0,17500.0,,4352.0,0.0002430368,0.1,2.4848151 +461.6,319.73663,-0.037884053,1629.2135,290000.0,178.0,18125.0,,4512.0,0.0002427808,0.1,2.437477 +467.2,324.65207,-0.031720188,1630.4348,300000.0,184.0,18750.0,,4672.0,0.0002425248,0.1,2.479271 +471.6,329.39233,-0.033329632,1631.579,310000.0,190.0,19375.0,,4832.0,0.0002422688,0.1,2.4037356 +473.8,333.90512,-0.036020264,1632.6531,320000.0,196.0,20000.0,,4992.0,0.0002420128,0.1,2.4225874 +473.8,338.14435,-0.033602998,1633.6633,330000.0,202.0,20625.0,,5152.0,0.0002417568,0.1,2.4254837 +475.4,342.1813,-0.03566553,1634.6154,340000.0,208.0,21250.0,,5312.0,0.0002415008,0.1,2.397071 +484.0,346.23325,-0.03821826,1643.1925,350000.0,213.0,21875.0,,5440.0,0.000241296,0.1,2.411302 +503.6,350.60455,-0.03957894,1643.8356,360000.0,219.0,22500.0,,5600.0,0.00024104,0.1,2.4441228 +514.4,355.03146,-0.03830491,1644.4445,370000.0,225.0,23125.0,,5760.0,0.000240784,0.1,2.4621701 +513.4,359.19907,-0.03963827,1652.174,380000.0,230.0,23750.0,,5920.0,0.000240528,0.1,2.392353 +518.8,363.29138,-0.037501603,1652.5424,390000.0,236.0,24375.0,,6080.0,0.000240272,0.1,2.4326632 +528.8,367.4291,-0.04058399,1652.8926,400000.0,242.0,25000.0,,6240.0,0.000240016,0.1,2.4837399 +535.8,371.5357,-0.036737792,1653.2258,410000.0,248.0,25625.0,,6400.0,0.00023976,0.1,2.4781225 +539.4,375.53247,-0.032162204,1653.5433,420000.0,254.0,26250.0,,6560.0,0.000239504,0.1,2.4322934 +550.2,379.5945,-0.03295305,1660.2317,430000.0,259.0,26875.0,,6688.0,0.0002392992,0.1,2.4230444 +563.8,383.78104,-0.037277743,1660.3773,440000.0,265.0,27500.0,,6848.0,0.0002390432,0.1,2.4631236 +578.0,388.09702,-0.038269375,1660.5166,450000.0,271.0,28125.0,,7008.0,0.0002387872,0.1,2.44199 +583.0,392.334,-0.040720787,1666.6666,460000.0,276.0,28750.0,,7168.0,0.0002385312,0.1,2.3522842 +593.2,396.60776,-0.0374892,1666.6666,470000.0,282.0,29375.0,,7328.0,0.0002382752,0.1,2.3748467 +601.8,400.88257,-0.03466892,1672.4739,480000.0,287.0,30000.0,,7488.0,0.0002380192,0.1,2.3389359 +601.0,404.96658,-0.037386086,1672.355,490000.0,293.0,30625.0,,7648.0,0.0002377632,0.1,2.3391247 +604.4,408.95526,-0.038007483,1677.8523,500000.0,298.0,31250.0,,7808.0,0.0002375072,0.1,2.3080573 +615.8,413.01108,-0.035351433,1677.6316,510000.0,304.0,31875.0,,7968.0,0.0002372512,0.1,2.365928 +621.6,417.0224,-0.03578319,1682.8479,520000.0,309.0,32500.0,,8096.0,0.0002370464,0.1,2.3447995 +625.0,420.9465,-0.035899743,1682.5397,530000.0,315.0,33125.0,,8256.0,0.0002367904,0.1,2.3805387 +624.6,424.71783,-0.036720864,1682.243,540000.0,321.0,33750.0,,8416.0,0.0002365344,0.1,2.3495097 +622.8,428.31937,-0.035749037,1687.1166,550000.0,326.0,34375.0,,8576.0,0.0002362784,0.1,2.3655415 +636.6,432.03864,-0.03961749,1686.747,560000.0,332.0,35000.0,,8736.0,0.0002360224,0.1,2.3411393 +644.4,435.76428,-0.033863142,1686.3905,570000.0,338.0,35625.0,,8896.0,0.0002357664,0.1,2.3692122 +649.4,439.44766,-0.040843204,1690.9622,580000.0,343.0,36250.0,,9056.0,0.0002355104,0.1,2.3619332 +643.8,442.9113,-0.04050056,1690.5444,590000.0,349.0,36875.0,,9216.0,0.0002352544,0.1,2.3403382 +645.8,446.2928,-0.042555712,1690.1409,600000.0,355.0,37500.0,,9344.0,0.0002350496,0.1,2.243947 +647.6,449.5929,-0.040623646,1689.7507,610000.0,361.0,38125.0,,9504.0,0.0002347936,0.1,2.3246973 +647.6,452.78653,-0.03981156,1689.3733,620000.0,367.0,38750.0,,9664.0,0.0002345376,0.1,2.3353343 +656.8,456.02487,-0.03823214,1689.008,630000.0,373.0,39375.0,,9824.0,0.0002342816,0.1,2.3400345 +659.0,459.19632,-0.04094423,1693.1217,640000.0,378.0,40000.0,,9984.0,0.0002340256,0.1,2.357167 +660.6,462.29483,-0.03340804,1692.7084,650000.0,384.0,40625.0,,10144.0,0.0002337696,0.1,2.3264096 +666.2,465.38428,-0.041235916,1696.6581,660000.0,389.0,41250.0,,10304.0,0.0002335136,0.1,2.2991085 +663.4,468.33975,-0.032575987,1696.2025,670000.0,395.0,41875.0,,10464.0,0.0002332576,0.1,2.3651378 +665.8,471.2436,-0.040991683,1695.7606,680000.0,401.0,42500.0,,10624.0,0.0002330016,0.1,2.2797513 +670.8,474.13574,-0.036853164,1699.5074,690000.0,406.0,43125.0,,10752.0,0.0002327968,0.1,2.265327 +676.8,477.0309,-0.037446834,1699.0292,700000.0,412.0,43750.0,,10912.0,0.0002325408,0.1,2.28257 +678.6,479.86993,-0.03948656,1698.5646,710000.0,418.0,44375.0,,11072.0,0.0002322848,0.1,2.2820978 +675.4,482.5856,-0.038445443,1702.1277,720000.0,423.0,45000.0,,11232.0,0.0002320288,0.1,2.2156377 +679.4,485.28168,-0.038577218,1701.6317,730000.0,429.0,45625.0,,11392.0,0.0002317728,0.1,2.218059 +679.2,487.9022,-0.026787566,1701.1494,740000.0,435.0,46250.0,,11552.0,0.0002315168,0.1,2.2179136 +677.2,490.42615,-0.033623625,1700.6803,750000.0,441.0,46875.0,,11712.0,0.0002312608,0.1,2.1340215 +675.0,492.85474,-0.03293266,1704.0359,760000.0,446.0,47500.0,,11872.0,0.0002310048,0.1,2.1018648 +675.6,495.2281,-0.040399417,1707.317,770000.0,451.0,48125.0,,12000.0,0.0002308,0.1,2.133873 +679.8,497.5944,-0.029163845,1706.7833,780000.0,457.0,48750.0,,12160.0,0.000230544,0.1,2.1626492 +679.6,499.8983,-0.04159686,1706.2635,790000.0,463.0,49375.0,,12320.0,0.000230288,0.1,2.1924777 +680.8,502.15952,-0.035263803,1709.4017,800000.0,468.0,50000.0,,12480.0,0.000230032,0.1,2.2051988 +676.8,504.31558,-0.037603714,1708.8607,810000.0,474.0,50625.0,,12640.0,0.000229776,0.1,2.2337303 +675.4,506.40198,-0.040156685,1711.8998,820000.0,479.0,51250.0,,12800.0,0.00022952,0.1,2.2986605 +676.0,508.4453,-0.041371685,1711.3402,830000.0,485.0,51875.0,,12960.0,0.000229264,0.1,2.29773 +679.8,510.48526,-0.03231858,1710.7943,840000.0,491.0,52500.0,,13120.0,0.000229008,0.1,2.2897604 +683.0,512.51483,-0.036699615,1713.7097,850000.0,496.0,53125.0,,13280.0,0.000228752,0.1,2.3388703 +680.2,514.46466,-0.04002515,1716.5669,860000.0,501.0,53750.0,,13408.0,0.0002285472,0.1,2.2970405 +688.2,516.4616,-0.039763507,1715.9763,870000.0,507.0,54375.0,,13568.0,0.0002282912,0.1,2.2220893 +689.8,518.4314,-0.029508773,1718.75,880000.0,512.0,55000.0,,13728.0,0.0002280352,0.1,2.255215 +689.2,520.3501,-0.037376624,1718.1467,890000.0,518.0,55625.0,,13888.0,0.0002277792,0.1,2.253279 +691.6,522.2529,-0.041187987,1717.5573,900000.0,524.0,56250.0,,14048.0,0.0002275232,0.1,2.197072 +697.8,524.182,-0.03529966,1720.2268,910000.0,529.0,56875.0,,14208.0,0.0002272672,0.1,2.2115326 +702.2,526.117,-0.03903507,1719.6262,920000.0,535.0,57500.0,,14368.0,0.0002270112,0.1,2.1237218 +702.6,528.01465,-0.030262426,1722.2222,930000.0,540.0,58125.0,,14528.0,0.0002267552,0.1,2.1964946 +705.6,529.9039,-0.037244868,1721.6117,940000.0,546.0,58750.0,,14656.0,0.0002265504,0.1,2.2696452 +703.8,531.7344,-0.040506598,1724.138,950000.0,551.0,59375.0,,14816.0,0.0002262944,0.1,2.224852 +699.2,533.4788,-0.038447294,1723.5188,960000.0,557.0,60000.0,,14976.0,0.0002260384,0.1,2.22158 +697.2,535.1666,-0.037806824,1722.913,970000.0,563.0,60625.0,,15136.0,0.0002257824,0.1,2.2360973 +689.4,536.7404,-0.037301164,1722.3198,980000.0,569.0,61250.0,,15296.0,0.0002255264,0.1,2.1895056 +689.8,538.2865,-0.041402485,1721.7391,990000.0,575.0,61875.0,,15456.0,0.0002252704,0.1,2.2520895 +687.0,539.7736,-0.040127877,1724.138,1000000.0,580.0,62500.0,,15616.0,0.0002250144,0.1,2.1852493 +682.4,545.9067,-0.040883075,1723.5494,1010000.0,586.0,63125.0,,15776.0,0.0002247584,0.1,2.1998556 +675.0,551.5476,-0.037417255,1722.973,1020000.0,592.0,63750.0,,15936.0,0.0002245024,0.1,2.1461625 +672.2,556.78314,-0.03783524,1725.2931,1030000.0,597.0,64375.0,,16064.0,0.0002242976,0.1,2.2173827 +675.6,561.9826,-0.036865477,1724.7098,1040000.0,603.0,65000.0,,16224.0,0.0002240416,0.1,2.0925753 +679.4,566.919,-0.038717642,1726.9736,1050000.0,608.0,65625.0,,16384.0,0.0002237856,0.1,2.2330933 +683.8,571.7628,-0.038727425,1726.3844,1060000.0,614.0,66250.0,,16544.0,0.0002235296,0.1,2.1587229 +688.4,576.4929,-0.04026159,1728.5945,1070000.0,619.0,66875.0,,16704.0,0.0002232736,0.1,2.2071004 +695.6,581.1908,-0.037557367,1728.0,1080000.0,625.0,67500.0,,16864.0,0.0002230176,0.1,2.1992974 +694.2,585.786,-0.04047751,1727.4167,1090000.0,631.0,68125.0,,17024.0,0.0002227616,0.1,2.168817 +693.8,590.136,-0.034681223,1729.5597,1100000.0,636.0,68750.0,,17184.0,0.0002225056,0.1,2.2595444 +697.6,594.38007,-0.036830213,1731.6693,1110000.0,641.0,69375.0,,17312.0,0.0002223008,0.1,2.2177532 +696.2,598.3,-0.03751976,1731.0664,1120000.0,647.0,70000.0,,17472.0,0.0002220448,0.1,2.2457252 +697.8,602.10205,-0.03981364,1730.4747,1130000.0,653.0,70625.0,,17632.0,0.0002217888,0.1,2.243633 +699.2,605.778,-0.03795574,1729.8938,1140000.0,659.0,71250.0,,17792.0,0.0002215328,0.1,2.2887802 +712.8,609.42,-0.04029564,1729.3234,1150000.0,665.0,71875.0,,17952.0,0.0002212768,0.1,2.2075377 +718.4,612.99,-0.038524307,1728.7631,1160000.0,671.0,72500.0,,18112.0,0.0002210208,0.1,2.2926233 +725.2,616.53595,-0.035160378,1730.7693,1170000.0,676.0,73125.0,,18272.0,0.0002207648,0.1,2.2344494 +732.0,620.006,-0.042634163,1730.2053,1180000.0,682.0,73750.0,,18432.0,0.0002205088,0.1,2.211317 +735.4,623.282,-0.03528853,1732.1688,1190000.0,687.0,74375.0,,18592.0,0.0002202528,0.1,2.1644397 +739.8,626.602,-0.0377702,1734.104,1200000.0,692.0,75000.0,,18720.0,0.000220048,0.1,2.2253342 +750.4,629.984,-0.041758593,1736.0115,1210000.0,697.0,75625.0,,18880.0,0.000219792,0.1,2.1430137 +759.6,633.388,-0.040955998,1735.4197,1220000.0,703.0,76250.0,,19040.0,0.000219536,0.1,2.1204805 +766.6,636.7781,-0.0331403,1734.8378,1230000.0,709.0,76875.0,,19200.0,0.00021928,0.1,2.1686172 +762.6,639.98004,-0.037281692,1734.2657,1240000.0,715.0,77500.0,,19360.0,0.000219024,0.1,2.1809938 +758.8,643.1281,-0.036319997,1736.1111,1250000.0,720.0,78125.0,,19520.0,0.000218768,0.1,2.1555734 +758.2,646.19806,-0.036682446,1735.5372,1260000.0,726.0,78750.0,,19680.0,0.000218512,0.1,2.1537666 +754.8,649.25006,-0.03953452,1737.3461,1270000.0,731.0,79375.0,,19840.0,0.000218256,0.1,2.0774999 +751.6,652.24005,-0.03086053,1736.7708,1280000.0,737.0,80000.0,,20000.0,0.000218,0.1,1.9463605 +748.8,655.11206,-0.036598783,1738.5444,1290000.0,742.0,80625.0,,20128.0,0.0002177952,0.1,2.083436 +748.8,657.92804,-0.04280107,1740.2946,1300000.0,747.0,81250.0,,20288.0,0.0002175392,0.1,2.1409893 +747.8,660.69,-0.039296985,1739.7079,1310000.0,753.0,81875.0,,20448.0,0.0002172832,0.1,2.1915674 +749.6,663.44806,-0.040427487,1741.4248,1320000.0,758.0,82500.0,,20608.0,0.0002170272,0.1,2.198418 +756.4,666.27405,-0.04130455,1743.1193,1330000.0,763.0,83125.0,,20768.0,0.0002167712,0.1,2.175955 +758.6,669.1061,-0.03401581,1744.7916,1340000.0,768.0,83750.0,,20928.0,0.0002165152,0.1,2.1359577 +761.6,671.882,-0.040369336,1744.186,1350000.0,774.0,84375.0,,21088.0,0.0002162592,0.1,2.0820136 +758.4,674.43,-0.036376514,1745.828,1360000.0,779.0,85000.0,,21248.0,0.0002160032,0.1,2.0454597 +757.6,676.86206,-0.037246868,1747.449,1370000.0,784.0,85625.0,,21376.0,0.0002157984,0.1,2.1285748 +760.2,679.3301,-0.03479992,1746.8354,1380000.0,790.0,86250.0,,21536.0,0.0002155424,0.1,2.14185 +758.0,681.72205,-0.043327168,1748.4276,1390000.0,795.0,86875.0,,21696.0,0.0002152864,0.1,2.2665505 +760.0,684.03406,-0.03959234,1750.0,1400000.0,800.0,87500.0,,21856.0,0.0002150304,0.1,2.2664597 +760.4,686.2801,-0.038554557,1749.3796,1410000.0,806.0,88125.0,,22016.0,0.0002147744,0.1,2.1536765 +754.4,688.43,-0.042240944,1750.9248,1420000.0,811.0,88750.0,,22176.0,0.0002145184,0.1,2.1311789 +753.8,690.46594,-0.041610233,1752.4509,1430000.0,816.0,89375.0,,22336.0,0.0002142624,0.1,2.2273893 +760.0,692.428,-0.038392268,1751.8248,1440000.0,822.0,90000.0,,22496.0,0.0002140064,0.1,2.199018 +760.8,694.2559,-0.034882523,1753.3253,1450000.0,827.0,90625.0,,22656.0,0.0002137504,0.1,2.1945162 +764.0,696.0659,-0.038734667,1754.8077,1460000.0,832.0,91250.0,,22784.0,0.0002135456,0.1,2.303391 +762.8,697.76196,-0.043106705,1754.1766,1470000.0,838.0,91875.0,,22944.0,0.0002132896,0.1,2.2350597 +770.0,699.444,-0.037511613,1755.6346,1480000.0,843.0,92500.0,,23104.0,0.0002130336,0.1,2.2485247 +770.6,701.14,-0.04194229,1757.0754,1490000.0,848.0,93125.0,,23264.0,0.0002127776,0.1,2.2042747 +769.0,702.786,-0.034527466,1756.4403,1500000.0,854.0,93750.0,,23424.0,0.0002125216,0.1,2.2584717 +768.4,704.312,-0.040094055,1757.858,1510000.0,859.0,94375.0,,23584.0,0.0002122656,0.1,2.2738235 +768.4,705.78,-0.043206204,1757.2255,1520000.0,865.0,95000.0,,23744.0,0.0002120096,0.1,2.2622843 +761.6,707.146,-0.039955247,1758.6207,1530000.0,870.0,95625.0,,23904.0,0.0002117536,0.1,2.256688 +758.2,708.48193,-0.040568568,1762.0137,1540000.0,874.0,96250.0,,24032.0,0.0002115488,0.1,2.2268379 +756.6,709.82007,-0.034427125,1761.3636,1550000.0,880.0,96875.0,,24192.0,0.0002112928,0.1,2.2326813 +756.4,711.01807,-0.04109138,1762.7119,1560000.0,885.0,97500.0,,24352.0,0.0002110368,0.1,2.2726665 +752.0,712.09406,-0.031523444,1762.0651,1570000.0,891.0,98125.0,,24512.0,0.0002107808,0.1,2.2312098 +745.4,713.05396,-0.0338943,1761.427,1580000.0,897.0,98750.0,,24672.0,0.0002105248,0.1,2.209216 +744.2,714.058,-0.037415482,1760.7974,1590000.0,903.0,99375.0,,24832.0,0.0002102688,0.1,2.1738582 +735.8,714.95795,-0.043062646,1762.1145,1600000.0,908.0,100000.0,,24992.0,0.0002100128,0.1,2.1911478 +735.4,715.83594,-0.03509889,1761.4879,1610000.0,914.0,100625.0,,25152.0,0.0002097568,0.1,2.187809 +735.8,716.7179,-0.04113578,1762.7856,1620000.0,919.0,101250.0,,25312.0,0.0002095008,0.1,2.2494729 +736.8,717.5179,-0.035297208,1764.0692,1630000.0,924.0,101875.0,,25440.0,0.000209296,0.1,2.3038034 +739.0,718.3179,-0.0308442,1765.3391,1640000.0,929.0,102500.0,,25600.0,0.00020904,0.1,2.2954993 +741.6,719.12787,-0.04793811,1764.7059,1650000.0,935.0,103125.0,,25760.0,0.000208784,0.1,2.2684116 +738.2,719.84796,-0.036025275,1765.9574,1660000.0,940.0,103750.0,,25920.0,0.000208528,0.1,2.2465801 +733.4,720.548,-0.03380511,1767.1958,1670000.0,945.0,104375.0,,26080.0,0.000208272,0.1,2.2329683 +724.6,721.136,-0.033631966,1766.5615,1680000.0,951.0,105000.0,,26240.0,0.000208016,0.1,2.260478 +723.0,721.65796,-0.04279705,1765.9352,1690000.0,957.0,105625.0,,26400.0,0.00020776,0.1,2.248313 +723.2,722.122,-0.043516528,1765.3168,1700000.0,963.0,106250.0,,26560.0,0.000207504,0.1,2.2344303 +716.4,722.5,-0.0449498,1766.5289,1710000.0,968.0,106875.0,,26688.0,0.0002072992,0.1,2.104163 +718.4,722.93,-0.043660756,1765.9138,1720000.0,974.0,107500.0,,26848.0,0.0002070432,0.1,2.1779308 +720.2,723.33795,-0.0362188,1763.5066,1730000.0,981.0,108125.0,,27008.0,0.0002067872,0.1,2.271992 +714.8,723.6939,-0.038124267,1762.918,1740000.0,987.0,108750.0,,27168.0,0.0002065312,0.1,2.298137 +711.0,724.032,-0.030389491,1762.3363,1750000.0,993.0,109375.0,,27328.0,0.0002062752,0.1,2.2464006 +707.2,724.35406,-0.03121494,1761.7617,1760000.0,999.0,110000.0,,27488.0,0.0002060192,0.1,2.2905521 +710.6,724.704,-0.041238718,1759.4434,1770000.0,1006.0,110625.0,,27648.0,0.0002057632,0.1,2.217997 +711.0,725.016,-0.043208275,1758.8933,1780000.0,1012.0,111250.0,,27808.0,0.0002055072,0.1,2.29565 +712.8,725.348,-0.042294417,1758.3497,1790000.0,1018.0,111875.0,,27968.0,0.0002052512,0.1,2.1594367 +701.0,725.55,-0.039810207,1757.8125,1800000.0,1024.0,112500.0,,28096.0,0.0002050464,0.1,2.2487698 +698.8,725.7699,-0.042862184,1757.2815,1810000.0,1030.0,113125.0,,28256.0,0.0002047904,0.1,2.2535255 +694.8,725.9639,-0.03504676,1756.7567,1820000.0,1036.0,113750.0,,28416.0,0.0002045344,0.1,2.2265258 +694.0,726.1439,-0.036309045,1756.238,1830000.0,1042.0,114375.0,,28576.0,0.0002042784,0.1,2.2359726 +698.6,726.332,-0.033673313,1754.0515,1840000.0,1049.0,115000.0,,28736.0,0.0002040224,0.1,2.1835067 +698.8,726.4899,-0.027629247,1753.5544,1850000.0,1055.0,115625.0,,28896.0,0.0002037664,0.1,2.1509209 +703.6,726.724,-0.032079414,1753.0631,1860000.0,1061.0,116250.0,,29056.0,0.0002035104,0.1,2.197252 +703.4,726.8759,-0.034455575,1750.9363,1870000.0,1068.0,116875.0,,29216.0,0.0002032544,0.1,2.0563912 +698.8,726.96594,-0.030383373,1750.4656,1880000.0,1074.0,117500.0,,29344.0,0.0002030496,0.1,2.0835552 +706.2,727.1359,-0.032353852,1750.0,1890000.0,1080.0,118125.0,,29504.0,0.0002027936,0.1,2.1331108 +706.8,727.2879,-0.034536444,1749.5396,1900000.0,1086.0,118750.0,,29664.0,0.0002025376,0.1,2.11103 +709.4,727.404,-0.028670546,1749.0842,1910000.0,1092.0,119375.0,,29824.0,0.0002022816,0.1,2.1399846 +712.8,727.50995,-0.036152966,1748.6339,1920000.0,1098.0,120000.0,,29984.0,0.0002020256,0.1,2.030333 +723.6,727.72,-0.01915256,1748.1884,1930000.0,1104.0,120625.0,,30144.0,0.0002017696,0.1,2.1018958 +721.4,727.87787,-0.030979242,1747.7478,1940000.0,1110.0,121250.0,,30304.0,0.0002015136,0.1,2.0172725 +724.6,728.086,-0.022382218,1747.3118,1950000.0,1116.0,121875.0,,30464.0,0.0002012576,0.1,2.0753589 +731.0,728.404,-0.025186155,1745.3251,1960000.0,1123.0,122500.0,,30624.0,0.0002010016,0.1,2.0103037 +740.0,728.83203,-0.02561097,1746.4539,1970000.0,1128.0,123125.0,,30752.0,0.0002007968,0.1,1.9830627 +733.2,729.2701,-0.020250555,1744.4934,1980000.0,1135.0,123750.0,,30912.0,0.0002005408,0.1,1.8807683 +751.6,729.88806,-0.008324785,1744.0841,1990000.0,1141.0,124375.0,,31072.0,0.0002002848,0.1,1.9038527 +743.2,730.4501,-0.0144413635,1743.6792,2000000.0,1147.0,125000.0,,31232.0,0.0002000288,0.1,1.8259141 +752.4,731.1501,-0.02096469,1743.2784,2010000.0,1153.0,125625.0,,31392.0,0.0001997728,0.1,1.8912086 +756.8,731.96796,-0.019345468,1742.8818,2020000.0,1159.0,126250.0,,31552.0,0.0001995168,0.1,1.8029654 +779.2,733.038,-0.011841144,1742.4893,2030000.0,1165.0,126875.0,,31712.0,0.0001992608,0.1,2.0070364 +790.8,734.18994,-0.016976487,1740.6144,2040000.0,1172.0,127500.0,,31872.0,0.0001990048,0.1,1.9229869 +804.6,735.44196,-0.01934544,1741.7162,2050000.0,1177.0,128125.0,,32000.0,0.0001988,0.1,1.898668 +812.2,736.726,-0.01939231,1739.8649,2060000.0,1184.0,128750.0,,32160.0,0.000198544,0.1,1.7173636 +828.6,738.128,-0.006561029,1739.4958,2070000.0,1190.0,129375.0,,32320.0,0.000198288,0.1,1.8431478 +840.8,739.58,-0.02421092,1739.1305,2080000.0,1196.0,130000.0,,32480.0,0.000198032,0.1,1.8276746 +853.6,741.174,-0.023613952,1738.7687,2090000.0,1202.0,130625.0,,32640.0,0.000197776,0.1,1.72811 +878.8,743.0239,-0.014526678,1738.4106,2100000.0,1208.0,131250.0,,32800.0,0.00019752,0.1,1.9423108 +896.8,745.0159,-0.030994805,1736.6255,2110000.0,1215.0,131875.0,,32960.0,0.000197264,0.1,1.8997669 +902.8,747.08185,-0.006497329,1736.2817,2120000.0,1221.0,132500.0,,33120.0,0.000197008,0.1,1.8065867 +923.2,749.33594,-0.0053084465,1735.9413,2130000.0,1227.0,133125.0,,33280.0,0.000196752,0.1,1.7409127 +937.8,751.72186,-0.007925913,1735.6042,2140000.0,1233.0,133750.0,,33408.0,0.0001965472,0.1,1.7325591 +948.6,754.08,-0.028747937,1735.2704,2150000.0,1239.0,134375.0,,33568.0,0.0001962912,0.1,1.6702151 +971.0,756.606,-0.0091033485,1734.9398,2160000.0,1245.0,135000.0,,33728.0,0.0001960352,0.1,1.7542334 +994.2,759.296,-0.011800542,1733.2268,2170000.0,1252.0,135625.0,,33888.0,0.0001957792,0.1,1.7605085 +1000.8,761.984,-0.02902437,1732.9094,2180000.0,1258.0,136250.0,,34048.0,0.0001955232,0.1,1.6406482 +1023.6,764.866,-0.013605909,1731.2253,2190000.0,1265.0,136875.0,,34208.0,0.0001952672,0.1,1.5855 +1046.0,767.92804,-0.015211435,1729.5597,2200000.0,1272.0,137500.0,,34368.0,0.0001950112,0.1,1.7073087 +1048.4,770.90796,-0.02874848,1729.2645,2210000.0,1278.0,138125.0,,34528.0,0.0001947552,0.1,1.7231293 +1083.2,774.14404,-0.02664044,1728.9719,2220000.0,1284.0,138750.0,,34656.0,0.0001945504,0.1,1.8366235 +1094.8,777.426,-0.02401677,1728.6821,2230000.0,1290.0,139375.0,,34816.0,0.0001942944,0.1,1.7289178 +1102.4,780.824,-0.017880697,1728.395,2240000.0,1296.0,140000.0,,34976.0,0.0001940384,0.1,1.7844155 +1117.4,784.41,-0.02201488,1726.7843,2250000.0,1303.0,140625.0,,35136.0,0.0001937824,0.1,1.7373549 +1134.8,788.17596,-0.0140972305,1726.5088,2260000.0,1309.0,141250.0,,35296.0,0.0001935264,0.1,1.6357187 +1142.6,792.05396,-0.015475873,1726.2357,2270000.0,1315.0,141875.0,,35456.0,0.0001932704,0.1,1.6712577 +1142.6,795.964,-0.02103614,1725.9652,2280000.0,1321.0,142500.0,,35616.0,0.0001930144,0.1,1.72612 +1174.0,800.21594,-0.026116295,1725.697,2290000.0,1327.0,143125.0,,35776.0,0.0001927584,0.1,1.7167459 +1188.2,804.6101,-0.018857567,1724.138,2300000.0,1334.0,143750.0,,35936.0,0.0001925024,0.1,1.7934577 +1188.8,809.02,-0.01480052,1723.8806,2310000.0,1340.0,144375.0,,36064.0,0.0001922976,0.1,1.7401621 +1218.0,813.70404,-0.005989782,1723.6256,2320000.0,1346.0,145000.0,,36224.0,0.0001920416,0.1,1.7744201 +1240.0,818.54,-0.027829802,1723.3728,2330000.0,1352.0,145625.0,,36384.0,0.0001917856,0.1,1.7235312 +1254.0,823.49396,-0.014117647,1721.8542,2340000.0,1359.0,146250.0,,36544.0,0.0001915296,0.1,1.7324668 +1260.2,828.48,-0.0037570815,1721.6117,2350000.0,1365.0,146875.0,,36704.0,0.0001912736,0.1,1.6073604 +1281.0,833.706,-0.016597215,1721.3712,2360000.0,1371.0,147500.0,,36864.0,0.0001910176,0.1,1.5336642 +1282.4,838.954,-0.0282324,1721.1329,2370000.0,1377.0,148125.0,,37024.0,0.0001907616,0.1,1.6361458 +1286.6,844.21796,-0.020302614,1720.8966,2380000.0,1383.0,148750.0,,37184.0,0.0001905056,0.1,1.4940202 +1300.2,849.64,-0.0049180584,1720.6624,2390000.0,1389.0,149375.0,,37312.0,0.0001903008,0.1,1.6661086 +1305.0,855.09,-0.019075043,1719.1978,2400000.0,1396.0,150000.0,,37472.0,0.0001900448,0.1,1.647991 +1312.8,860.614,-0.026864037,1718.9729,2410000.0,1402.0,150625.0,,37632.0,0.0001897888,0.1,1.5702513 +1309.4,866.164,-0.020151373,1718.75,2420000.0,1408.0,151250.0,,37792.0,0.0001895328,0.1,1.5116525 +1312.0,871.7459,-0.0057254382,1718.529,2430000.0,1414.0,151875.0,,37952.0,0.0001892768,0.1,1.5011094 +1321.6,877.36194,-0.030454228,1717.1006,2440000.0,1421.0,152500.0,,38112.0,0.0001890208,0.1,1.674048 +1310.4,882.858,-0.025493843,1716.8885,2450000.0,1427.0,153125.0,,38272.0,0.0001887648,0.1,1.4861305 +1313.6,888.354,-0.012490997,1716.6783,2460000.0,1433.0,153750.0,,38432.0,0.0001885088,0.1,1.6234744 +1323.6,893.96204,-0.024875723,1716.4697,2470000.0,1439.0,154375.0,,38592.0,0.0001882528,0.1,1.7285974 +1341.2,899.674,-0.019219074,1716.263,2480000.0,1445.0,155000.0,,38720.0,0.000188048,0.1,1.6720982 +1344.0,905.408,-0.015852323,1716.0579,2490000.0,1451.0,155625.0,,38880.0,0.000187792,0.1,1.6517171 +1346.4,911.182,-0.024649864,1715.8545,2500000.0,1457.0,156250.0,,39040.0,0.000187536,0.1,1.6694686 +1359.0,917.0881,-0.026961086,1715.6527,2510000.0,1463.0,156875.0,,39200.0,0.00018728,0.1,1.6455362 +1357.8,922.98193,-0.023329966,1714.2858,2520000.0,1470.0,157500.0,,39360.0,0.000187024,0.1,1.6216583 +1356.4,928.92993,-0.029165123,1714.0922,2530000.0,1476.0,158125.0,,39520.0,0.000186768,0.1,1.5636207 +1362.6,934.974,-0.0148325255,1713.9001,2540000.0,1482.0,158750.0,,39680.0,0.000186512,0.1,1.6151116 +1369.6,941.104,-0.008651108,1712.5587,2550000.0,1489.0,159375.0,,39840.0,0.000186256,0.1,1.5629416 +1364.6,947.1861,-0.019323997,1712.3746,2560000.0,1495.0,160000.0,,40000.0,0.000186,0.1,1.5980744 +1368.8,953.354,-0.010254661,1712.1919,2570000.0,1501.0,160625.0,,40128.0,0.0001857952,0.1,1.6494081 +1370.0,959.6,-0.030324198,1712.0106,2580000.0,1507.0,161250.0,,40288.0,0.0001855392,0.1,1.5098281 +1387.6,966.03394,-0.0256996,1711.8308,2590000.0,1513.0,161875.0,,40448.0,0.0001852832,0.1,1.4915965 +1383.4,972.51,-0.010999579,1710.5264,2600000.0,1520.0,162500.0,,40608.0,0.0001850272,0.1,1.5367218 +1383.8,978.9939,-0.0019783787,1710.3539,2610000.0,1526.0,163125.0,,40768.0,0.0001847712,0.1,1.4890499 +1396.0,985.59595,0.006039624,1710.1827,2620000.0,1532.0,163750.0,,40928.0,0.0001845152,0.1,1.4660165 +1399.6,992.2239,-0.026812611,1710.0131,2630000.0,1538.0,164375.0,,41088.0,0.0001842592,0.1,1.5254804 +1407.2,998.906,-0.021143273,1708.7379,2640000.0,1545.0,165000.0,,41248.0,0.0001840032,0.1,1.518368 +1413.2,1005.622,-0.023351818,1709.6774,2650000.0,1550.0,165625.0,,41376.0,0.0001837984,0.1,1.4733379 +1428.8,1012.5281,-0.015320431,1708.4136,2660000.0,1557.0,166250.0,,41536.0,0.0001835424,0.1,1.5785027 +1432.4,1019.51807,-0.027178466,1708.2534,2670000.0,1563.0,166875.0,,41696.0,0.0001832864,0.1,1.564057 +1431.8,1026.59,-0.02524442,1708.0944,2680000.0,1569.0,167500.0,,41856.0,0.0001830304,0.1,1.5390232 +1430.4,1033.664,-0.027233042,1707.9365,2690000.0,1575.0,168125.0,,42016.0,0.0001827744,0.1,1.5864458 +1435.4,1040.7859,-0.00981391,1707.7799,2700000.0,1581.0,168750.0,,42176.0,0.0001825184,0.1,1.5923316 +1443.2,1048.054,-0.015299056,1706.5491,2710000.0,1588.0,169375.0,,42336.0,0.0001822624,0.1,1.5932682 +1442.2,1055.292,-0.009576431,1706.399,2720000.0,1594.0,170000.0,,42496.0,0.0001820064,0.1,1.5283115 +1433.2,1062.4221,-0.02949527,1706.25,2730000.0,1600.0,170625.0,,42656.0,0.0001817504,0.1,1.4939773 +1434.2,1069.6161,-0.027067605,1706.1022,2740000.0,1606.0,171250.0,,42784.0,0.0001815456,0.1,1.4530616 +1434.8,1076.854,-0.028608734,1705.9553,2750000.0,1612.0,171875.0,,42944.0,0.0001812896,0.1,1.5350943 +1443.8,1084.22,-0.025870211,1705.8097,2760000.0,1618.0,172500.0,,43104.0,0.0001810336,0.1,1.6532412 +1452.8,1091.642,-0.018547418,1704.6154,2770000.0,1625.0,173125.0,,43264.0,0.0001807776,0.1,1.6837013 +1454.0,1099.0719,-0.029876424,1704.4758,2780000.0,1631.0,173750.0,,43424.0,0.0001805216,0.1,1.5457592 +1450.2,1106.4459,-0.026301434,1704.3372,2790000.0,1637.0,174375.0,,43584.0,0.0001802656,0.1,1.4705627 +1444.2,1113.878,-0.02067722,1703.163,2800000.0,1644.0,175000.0,,43744.0,0.0001800096,0.1,1.6090025 +1450.2,1121.3921,-0.016615972,1701.9988,2810000.0,1651.0,175625.0,,43904.0,0.0001797536,0.1,1.5743957 +1452.4,1128.968,0.002112396,1701.8708,2820000.0,1657.0,176250.0,,44032.0,0.0001795488,0.1,1.6089652 +1448.6,1136.514,-0.02679488,1701.7439,2830000.0,1663.0,176875.0,,44192.0,0.0001792928,0.1,1.6180325 +1448.8,1144.016,-0.030748563,1701.6177,2840000.0,1669.0,177500.0,,44352.0,0.0001790368,0.1,1.7752022 +1453.6,1151.564,-0.030471507,1700.4773,2850000.0,1676.0,178125.0,,44512.0,0.0001787808,0.1,1.650274 +1454.4,1159.0719,0.006477461,1700.3567,2860000.0,1682.0,178750.0,,44672.0,0.0001785248,0.1,1.599672 +1458.2,1166.62,-0.032982126,1700.2369,2870000.0,1688.0,179375.0,,44832.0,0.0001782688,0.1,1.5780345 +1460.6,1174.238,-0.011117102,1699.115,2880000.0,1695.0,180000.0,,44992.0,0.0001780128,0.1,1.6420436 +1466.4,1181.8401,-0.027361868,1699.0006,2890000.0,1701.0,180625.0,,45152.0,0.0001777568,0.1,1.6256441 +1469.8,1189.47,-0.024704987,1698.887,2900000.0,1707.0,181250.0,,45312.0,0.0001775008,0.1,1.6435603 +1470.4,1197.08,-0.01448713,1698.774,2910000.0,1713.0,181875.0,,45440.0,0.000177296,0.1,1.5315346 +1465.4,1204.6058,-0.027276626,1698.662,2920000.0,1719.0,182500.0,,45600.0,0.00017704,0.1,1.629763 +1471.8,1212.088,-0.026750676,1698.5508,2930000.0,1725.0,183125.0,,45760.0,0.000176784,0.1,1.5267923 +1484.8,1219.7219,-0.017535256,1697.4596,2940000.0,1732.0,183750.0,,45920.0,0.000176528,0.1,1.5391405 +1482.6,1227.302,0.012275121,1697.3533,2950000.0,1738.0,184375.0,,46080.0,0.000176272,0.1,1.6474152 +1481.6,1234.808,-0.02882557,1697.2477,2960000.0,1744.0,185000.0,,46240.0,0.000176016,0.1,1.590224 +1475.8,1242.1659,-0.018056124,1697.1428,2970000.0,1750.0,185625.0,,46400.0,0.00017576,0.1,1.6029243 +1480.0,1249.634,-0.014127047,1696.0729,2980000.0,1757.0,186250.0,,46560.0,0.000175504,0.1,1.5793974 +1489.0,1257.008,-0.010346835,1695.9728,2990000.0,1763.0,186875.0,,46688.0,0.0001752992,0.1,1.5644381 +1496.0,1264.536,-0.028605819,1695.8734,3000000.0,1769.0,187500.0,,46848.0,0.0001750432,0.1,1.6315222 +1500.8,1272.02,-0.028325,1694.8198,3010000.0,1776.0,188125.0,,47008.0,0.0001747872,0.1,1.5774592 +1494.0,1279.3921,-0.028116718,1694.725,3020000.0,1782.0,188750.0,,47168.0,0.0001745312,0.1,1.675041 +1493.8,1286.538,-0.030726623,1694.6309,3030000.0,1788.0,189375.0,,47328.0,0.0001742752,0.1,1.6256497 +1497.4,1293.604,-0.01296163,1693.5933,3040000.0,1795.0,190000.0,,47488.0,0.0001740192,0.1,1.5774846 +1498.8,1300.5459,-0.01934068,1693.5037,3050000.0,1801.0,190625.0,,47648.0,0.0001737632,0.1,1.627159 +1509.2,1307.516,-0.02450265,1693.4146,3060000.0,1807.0,191250.0,,47808.0,0.0001735072,0.1,1.6435738 +1508.0,1314.31,-0.033130206,1693.3259,3070000.0,1813.0,191875.0,,47968.0,0.0001732512,0.1,1.5965412 +1509.0,1320.9921,-0.015000222,1693.238,3080000.0,1819.0,192500.0,,48096.0,0.0001730464,0.1,1.5400234 +1505.6,1327.5118,-0.026720343,1693.1506,3090000.0,1825.0,193125.0,,48256.0,0.0001727904,0.1,1.4465001 +1510.8,1333.832,-0.028975708,1692.1398,3100000.0,1832.0,193750.0,,48416.0,0.0001725344,0.1,1.501323 +1506.0,1339.9241,-0.017493524,1692.0566,3110000.0,1838.0,194375.0,,48576.0,0.0001722784,0.1,1.6145737 +1509.8,1345.994,-0.030485135,1691.0569,3120000.0,1845.0,195000.0,,48736.0,0.0001720224,0.1,1.5917277 +1511.2,1351.8739,-0.028194623,1690.9779,3130000.0,1851.0,195625.0,,48896.0,0.0001717664,0.1,1.5415081 +1515.6,1357.6519,-0.033845436,1690.8993,3140000.0,1857.0,196250.0,,49056.0,0.0001715104,0.1,1.6027551 +1520.2,1363.3679,-0.027433109,1690.8213,3150000.0,1863.0,196875.0,,49216.0,0.0001712544,0.1,1.5889617 +1525.0,1368.908,-0.02979696,1690.7437,3160000.0,1869.0,197500.0,,49344.0,0.0001710496,0.1,1.6400044 +1533.2,1374.298,-0.033820294,1690.6666,3170000.0,1875.0,198125.0,,49504.0,0.0001707936,0.1,1.6564591 +1539.0,1379.68,-0.030630823,1690.5901,3180000.0,1881.0,198750.0,,49664.0,0.0001705376,0.1,1.6207672 +1539.8,1384.8419,-0.03374402,1689.6187,3190000.0,1888.0,199375.0,,49824.0,0.0001702816,0.1,1.6897569 +1538.6,1389.768,-0.03173663,1689.5459,3200000.0,1894.0,200000.0,,49984.0,0.0001700256,0.1,1.5757936 +1543.4,1394.718,-0.023281451,1689.4736,3210000.0,1900.0,200625.0,,50144.0,0.0001697696,0.1,1.6172266 +1546.2,1399.3481,-0.026898362,1689.4019,3220000.0,1906.0,201250.0,,50304.0,0.0001695136,0.1,1.5305189 +1546.4,1403.864,-0.015544914,1689.3306,3230000.0,1912.0,201875.0,,50464.0,0.0001692576,0.1,1.7033405 +1566.6,1408.5061,-0.020773526,1689.2596,3240000.0,1918.0,202500.0,,50624.0,0.0001690016,0.1,1.5385494 +1565.2,1412.984,-0.03379711,1689.1892,3250000.0,1924.0,203125.0,,50752.0,0.0001687968,0.1,1.6799735 +1568.0,1417.316,-0.028092396,1689.1191,3260000.0,1930.0,203750.0,,50912.0,0.0001685408,0.1,1.5822784 +1565.2,1421.542,-0.02452184,1689.0496,3270000.0,1936.0,204375.0,,51072.0,0.0001682848,0.1,1.651275 +1573.2,1425.8481,-0.024854776,1688.1112,3280000.0,1943.0,205000.0,,51232.0,0.0001680288,0.1,1.6340473 +1573.4,1429.8422,-0.030915376,1688.0452,3290000.0,1949.0,205625.0,,51392.0,0.0001677728,0.1,1.4921267 +1574.8,1433.708,-0.026755499,1687.9795,3300000.0,1955.0,206250.0,,51552.0,0.0001675168,0.1,1.5938516 +1578.6,1437.606,-0.02868032,1687.9143,3310000.0,1961.0,206875.0,,51712.0,0.0001672608,0.1,1.6556641 +1580.8,1441.234,-0.028728873,1687.8495,3320000.0,1967.0,207500.0,,51872.0,0.0001670048,0.1,1.70579 +1578.0,1444.6139,-0.03207723,1687.7852,3330000.0,1973.0,208125.0,,52000.0,0.0001668,0.1,1.645552 +1583.6,1447.9098,-0.01548163,1687.7211,3340000.0,1979.0,208750.0,,52160.0,0.000166544,0.1,1.598897 +1585.4,1451.162,-0.03474085,1687.6575,3350000.0,1985.0,209375.0,,52320.0,0.000166288,0.1,1.493551 +1586.4,1454.2161,-0.031615697,1687.5941,3360000.0,1991.0,210000.0,,52480.0,0.000166032,0.1,1.6434715 +1582.2,1457.2141,-0.028649814,1686.6866,3370000.0,1998.0,210625.0,,52640.0,0.000165776,0.1,1.5497626 +1585.6,1460.2042,-0.03167856,1686.6267,3380000.0,2004.0,211250.0,,52800.0,0.00016552,0.1,1.6304727 +1583.6,1463.038,-0.016649825,1686.5671,3390000.0,2010.0,211875.0,,52960.0,0.000165264,0.1,1.5423712 +1584.0,1465.828,-0.031685516,1686.5079,3400000.0,2016.0,212500.0,,53120.0,0.000165008,0.1,1.5685663 +1591.6,1468.6157,-0.030299637,1686.4491,3410000.0,2022.0,213125.0,,53280.0,0.000164752,0.1,1.4938633 +1592.8,1471.4498,-0.008010177,1686.3905,3420000.0,2028.0,213750.0,,53408.0,0.0001645472,0.1,1.6082281 +1588.4,1474.2139,-0.02729174,1686.3324,3430000.0,2034.0,214375.0,,53568.0,0.0001642912,0.1,1.6617706 +1592.0,1476.918,-0.032220382,1686.2745,3440000.0,2040.0,215000.0,,53728.0,0.0001640352,0.1,1.4498435 +1593.6,1479.75,-0.01480018,1686.217,3450000.0,2046.0,215625.0,,53888.0,0.0001637792,0.1,1.6639142 +1602.4,1482.6382,-0.011762901,1686.1598,3460000.0,2052.0,216250.0,,54048.0,0.0001635232,0.1,1.7915132 +1597.8,1485.38,-0.029294306,1686.103,3470000.0,2058.0,216875.0,,54208.0,0.0001632672,0.1,1.572999 +1605.6,1488.0239,-0.027266487,1686.8638,3480000.0,2063.0,217500.0,,54368.0,0.0001630112,0.1,1.5638738 +1601.4,1490.598,-0.012822297,1686.8052,3490000.0,2069.0,218125.0,,54528.0,0.0001627552,0.1,1.5728304 +1605.4,1493.188,-0.030835843,1687.5603,3500000.0,2074.0,218750.0,,54656.0,0.0001625504,0.1,1.6266323 +1606.2,1495.6602,-0.032245558,1688.3116,3510000.0,2079.0,219375.0,,54816.0,0.0001622944,0.1,1.5764107 +1611.6,1498.1981,-0.019640217,1688.2494,3520000.0,2085.0,220000.0,,54976.0,0.0001620384,0.1,1.5910192 +1611.6,1500.7499,-0.030268565,1688.1875,3530000.0,2091.0,220625.0,,55136.0,0.0001617824,0.1,1.4676602 +1611.4,1503.2379,-0.031835645,1688.9313,3540000.0,2096.0,221250.0,,55296.0,0.0001615264,0.1,1.5354824 +1621.8,1505.7599,-0.014552694,1688.8678,3550000.0,2102.0,221875.0,,55456.0,0.0001612704,0.1,1.5284132 +1625.2,1508.366,-0.03387503,1688.8046,3560000.0,2108.0,222500.0,,55616.0,0.0001610144,0.1,1.5489982 +1623.8,1510.9159,-0.030840255,1688.7417,3570000.0,2114.0,223125.0,,55776.0,0.0001607584,0.1,1.5152812 +1628.6,1513.5018,-0.03190086,1687.883,3580000.0,2121.0,223750.0,,55936.0,0.0001605024,0.1,1.5329105 +1634.2,1515.968,-0.031926945,1688.6171,3590000.0,2126.0,224375.0,,56064.0,0.0001602976,0.1,1.590533 +1633.6,1518.4698,-0.028878372,1688.5553,3600000.0,2132.0,225000.0,,56224.0,0.0001600416,0.1,1.7026279 +1631.8,1520.9498,-0.02861421,1688.4939,3610000.0,2138.0,225625.0,,56384.0,0.0001597856,0.1,1.5688955 +1631.2,1523.302,-0.014288063,1689.2207,3620000.0,2143.0,226250.0,,56544.0,0.0001595296,0.1,1.6045799 +1636.0,1525.6659,-0.03295566,1689.1577,3630000.0,2149.0,226875.0,,56704.0,0.0001592736,0.1,1.6545846 +1638.0,1527.9741,-0.027374288,1689.0951,3640000.0,2155.0,227500.0,,56864.0,0.0001590176,0.1,1.7272484 +1644.0,1530.282,-0.029481478,1689.8148,3650000.0,2160.0,228125.0,,57024.0,0.0001587616,0.1,1.6996344 +1646.0,1532.4541,-0.03479795,1689.7507,3660000.0,2166.0,228750.0,,57184.0,0.0001585056,0.1,1.5461899 +1644.4,1534.5741,-0.012902699,1690.4652,3670000.0,2171.0,229375.0,,57312.0,0.0001583008,0.1,1.6745558 +1650.2,1536.7579,-0.01596406,1691.1765,3680000.0,2176.0,230000.0,,57472.0,0.0001580448,0.1,1.6320889 +1651.2,1538.9661,-0.03402061,1691.1091,3690000.0,2182.0,230625.0,,57632.0,0.0001577888,0.1,1.4886322 +1655.6,1541.1681,-0.027967025,1691.8153,3700000.0,2187.0,231250.0,,57792.0,0.0001575328,0.1,1.6282911 +1656.8,1543.304,-0.028463727,1692.5182,3710000.0,2192.0,231875.0,,57952.0,0.0001572768,0.1,1.5479972 +1653.8,1545.4198,-0.014235848,1692.4476,3720000.0,2198.0,232500.0,,58112.0,0.0001570208,0.1,1.498467 +1660.8,1547.6958,-0.031491134,1692.3774,3730000.0,2204.0,233125.0,,58272.0,0.0001567648,0.1,1.6037812 +1661.0,1549.9639,-0.030993126,1693.0737,3740000.0,2209.0,233750.0,,58432.0,0.0001565088,0.1,1.6126697 +1664.2,1552.2579,-0.035656344,1693.767,3750000.0,2214.0,234375.0,,58592.0,0.0001562528,0.1,1.6657658 +1666.2,1554.482,-0.030784253,1694.4569,3760000.0,2219.0,235000.0,,58720.0,0.000156048,0.1,1.6831758 +1666.8,1556.6221,-0.010285962,1694.3821,3770000.0,2225.0,235625.0,,58880.0,0.000155792,0.1,1.5724545 +1668.0,1558.7621,-0.03246019,1695.0673,3780000.0,2230.0,236250.0,,59040.0,0.000155536,0.1,1.6364162 +1658.2,1560.842,-0.029543182,1694.9911,3790000.0,2236.0,236875.0,,59200.0,0.00015528,0.1,1.5297115 +1663.8,1563.038,-0.029974045,1695.6716,3800000.0,2241.0,237500.0,,59360.0,0.000155024,0.1,1.5171125 +1663.2,1565.168,-0.03232854,1695.5941,3810000.0,2247.0,238125.0,,59520.0,0.000154768,0.1,1.5655478 +1666.6,1567.3098,-0.032895587,1696.27,3820000.0,2252.0,238750.0,,59680.0,0.000154512,0.1,1.5624623 +1669.8,1569.5219,-0.02847341,1696.9429,3830000.0,2257.0,239375.0,,59840.0,0.000154256,0.1,1.5419762 +1672.2,1571.756,-0.034416415,1696.8625,3840000.0,2263.0,240000.0,,60000.0,0.000154,0.1,1.5817173 +1673.0,1573.95,-0.027206602,1698.2797,3850000.0,2267.0,240625.0,,60128.0,0.0001537952,0.1,1.5708212 +1673.2,1576.138,-0.028105296,1698.1962,3860000.0,2273.0,241250.0,,60288.0,0.0001535392,0.1,1.6403236 +1671.8,1578.274,-0.018570175,1698.8586,3870000.0,2278.0,241875.0,,60448.0,0.0001532832,0.1,1.4782649 +1672.4,1580.3921,-0.031340793,1699.5182,3880000.0,2283.0,242500.0,,60608.0,0.0001530272,0.1,1.4392948 +1674.8,1582.4761,-0.008855547,1700.1748,3890000.0,2288.0,243125.0,,60768.0,0.0001527712,0.1,1.5514553 +1667.6,1584.4539,-0.03093759,1700.0872,3900000.0,2294.0,243750.0,,60928.0,0.0001525152,0.1,1.4956056 +1676.2,1586.5121,-0.021800308,1700.7395,3910000.0,2299.0,244375.0,,61088.0,0.0001522592,0.1,1.5550578 +1676.4,1588.6218,-0.033381607,1700.6508,3920000.0,2305.0,245000.0,,61248.0,0.0001520032,0.1,1.6119144 +1674.6,1590.65,-0.031506985,1701.2987,3930000.0,2310.0,245625.0,,61376.0,0.0001517984,0.1,1.5902394 +1679.0,1592.592,-0.033003036,1701.209,3940000.0,2316.0,246250.0,,61536.0,0.0001515424,0.1,1.6986064 +1676.4,1594.53,-0.029847754,1701.8527,3950000.0,2321.0,246875.0,,61696.0,0.0001512864,0.1,1.5630975 +1678.6,1596.5,-0.033324245,1701.762,3960000.0,2327.0,247500.0,,61856.0,0.0001510304,0.1,1.4845084 +1680.4,1598.5461,-0.028903194,1702.4014,3970000.0,2332.0,248125.0,,62016.0,0.0001507744,0.1,1.4737914 +1678.8,1600.534,-0.03441671,1702.3097,3980000.0,2338.0,248750.0,,62176.0,0.0001505184,0.1,1.5672479 +1681.2,1602.4559,-0.025076307,1702.945,3990000.0,2343.0,249375.0,,62336.0,0.0001502624,0.1,1.5560908 +1675.6,1604.2518,-0.007816315,1702.8523,4000000.0,2349.0,250000.0,,62496.0,0.0001500064,0.1,1.6054794 +1686.6,1606.1099,-0.03185455,1703.4834,4010000.0,2354.0,250625.0,,62656.0,0.0001497504,0.1,1.549087 +1685.0,1608.0199,-0.032135874,1704.1119,4020000.0,2359.0,251250.0,,62784.0,0.0001495456,0.1,1.5977136 +1682.6,1609.9078,-0.014775509,1704.7378,4030000.0,2364.0,251875.0,,62944.0,0.0001492896,0.1,1.5928811 +1679.8,1611.7317,-0.01852283,1705.361,4040000.0,2369.0,252500.0,,63104.0,0.0001490336,0.1,1.5923378 +1681.4,1613.558,-0.035883598,1705.2632,4050000.0,2375.0,253125.0,,63264.0,0.0001487776,0.1,1.5643892 +1684.0,1615.3059,-0.030596003,1705.8823,4060000.0,2380.0,253750.0,,63424.0,0.0001485216,0.1,1.4403665 +1682.8,1617.0541,-0.02959177,1706.4989,4070000.0,2385.0,254375.0,,63584.0,0.0001482656,0.1,1.5841477 +1684.4,1618.8081,-0.030652095,1706.399,4080000.0,2391.0,255000.0,,63744.0,0.0001480096,0.1,1.4358208 +1684.4,1620.5961,-0.030341959,1707.0117,4090000.0,2396.0,255625.0,,63904.0,0.0001477536,0.1,1.4601369 +1686.0,1622.348,-0.03163513,1707.6218,4100000.0,2401.0,256250.0,,64032.0,0.0001475488,0.1,1.4666195 +1682.2,1624.1101,-0.031338014,1707.5198,4110000.0,2407.0,256875.0,,64192.0,0.0001472928,0.1,1.448868 +1682.0,1625.8322,-0.028654592,1708.126,4120000.0,2412.0,257500.0,,64352.0,0.0001470368,0.1,1.5758791 +1681.8,1627.5381,-0.03499289,1708.7299,4130000.0,2417.0,258125.0,,64512.0,0.0001467808,0.1,1.6099896 +1682.6,1629.208,-0.032977827,1708.6256,4140000.0,2423.0,258750.0,,64672.0,0.0001465248,0.1,1.5753118 +1683.0,1630.8359,-0.03324535,1708.522,4150000.0,2429.0,259375.0,,64832.0,0.0001462688,0.1,1.480526 +1683.8,1632.424,-0.0347206,1709.1208,4160000.0,2434.0,260000.0,,64992.0,0.0001460128,0.1,1.5126119 +1675.4,1633.846,-0.006925484,1709.0164,4170000.0,2440.0,260625.0,,65152.0,0.0001457568,0.1,1.5902328 +1680.6,1635.2621,-0.030983126,1708.9125,4180000.0,2446.0,261250.0,,65312.0,0.0001455008,0.1,1.523759 +1678.4,1636.648,-0.015533626,1709.5063,4190000.0,2451.0,261875.0,,65440.0,0.000145296,0.1,1.5485156 +1679.6,1638.058,-0.03339371,1710.0978,4200000.0,2456.0,262500.0,,65600.0,0.00014504,0.1,1.5394633 +1672.8,1639.3519,-0.035367593,1709.9918,4210000.0,2462.0,263125.0,,65760.0,0.000144784,0.1,1.5609055 +1679.2,1640.6819,-0.023671126,1710.5797,4220000.0,2467.0,263750.0,,65920.0,0.000144528,0.1,1.5571556 +1679.6,1642.0139,-0.03699201,1710.4731,4230000.0,2473.0,264375.0,,66080.0,0.000144272,0.1,1.7267663 +1679.2,1643.1399,-0.018179981,1711.0573,4240000.0,2478.0,265000.0,,66240.0,0.000144016,0.1,1.5989989 +1681.4,1644.3022,-0.019521343,1710.9501,4250000.0,2484.0,265625.0,,66400.0,0.00014376,0.1,1.6716998 +1684.0,1645.462,-0.033638038,1711.5308,4260000.0,2489.0,266250.0,,66560.0,0.000143504,0.1,1.4861112 +1681.6,1646.6261,-0.030523922,1712.109,4270000.0,2494.0,266875.0,,66688.0,0.0001432992,0.1,1.5514688 +1682.0,1647.7141,-0.030841833,1712.685,4280000.0,2499.0,267500.0,,66848.0,0.0001430432,0.1,1.469417 +1680.2,1648.782,-0.0345125,1712.5748,4290000.0,2505.0,268125.0,,67008.0,0.0001427872,0.1,1.5516741 +1681.4,1649.848,-0.030323803,1713.1475,4300000.0,2510.0,268750.0,,67168.0,0.0001425312,0.1,1.5515168 +1683.0,1650.8921,-0.03313742,1713.0366,4310000.0,2516.0,269375.0,,67328.0,0.0001422752,0.1,1.7141795 +1689.6,1651.98,-0.036950238,1713.6057,4320000.0,2521.0,270000.0,,67488.0,0.0001420192,0.1,1.6888697 +1690.0,1653.1,-0.03525217,1714.1726,4330000.0,2526.0,270625.0,,67648.0,0.0001417632,0.1,1.5682627 +1693.0,1654.1938,-0.032956246,1714.06,4340000.0,2532.0,271250.0,,67808.0,0.0001415072,0.1,1.5573012 +1694.4,1655.2839,-0.03129669,1714.6235,4350000.0,2537.0,271875.0,,67968.0,0.0001412512,0.1,1.5090263 +1696.0,1656.38,-0.031891227,1715.1849,4360000.0,2542.0,272500.0,,68096.0,0.0001410464,0.1,1.5996938 +1697.4,1657.5322,-0.032528646,1715.744,4370000.0,2547.0,273125.0,,68256.0,0.0001407904,0.1,1.473156 +1695.8,1658.634,-0.015027418,1715.6287,4380000.0,2553.0,273750.0,,68416.0,0.0001405344,0.1,1.5107361 +1695.6,1659.7539,-0.021719344,1715.5139,4390000.0,2559.0,274375.0,,68576.0,0.0001402784,0.1,1.4880497 +1705.4,1660.968,-0.03435848,1716.0686,4400000.0,2564.0,275000.0,,68736.0,0.0001400224,0.1,1.5936624 +1703.8,1662.09,-0.03630973,1715.9532,4410000.0,2570.0,275625.0,,68896.0,0.0001397664,0.1,1.6706078 +1705.6,1663.2178,-0.03764141,1716.5049,4420000.0,2575.0,276250.0,,69056.0,0.0001395104,0.1,1.623991 +1706.8,1664.4019,-0.035685524,1717.0543,4430000.0,2580.0,276875.0,,69216.0,0.0001392544,0.1,1.5385458 +1706.6,1665.5479,-0.032238174,1717.6016,4440000.0,2585.0,277500.0,,69344.0,0.0001390496,0.1,1.6241674 +1703.6,1666.6477,-0.030199697,1717.4836,4450000.0,2591.0,278125.0,,69504.0,0.0001387936,0.1,1.5213635 +1701.2,1667.6357,-2.3279048e-05,1718.0277,4460000.0,2596.0,278750.0,,69664.0,0.0001385376,0.1,1.5216649 +1703.4,1668.692,-0.035989136,1717.9093,4470000.0,2602.0,279375.0,,69824.0,0.0001382816,0.1,1.584792 +1699.4,1669.6301,-0.031663597,1718.4503,4480000.0,2607.0,280000.0,,69984.0,0.0001380256,0.1,1.5675299 +1700.0,1670.6161,-0.034115948,1718.9893,4490000.0,2612.0,280625.0,,70144.0,0.0001377696,0.1,1.5339425 +1703.2,1671.5941,-0.035534836,1718.8694,4500000.0,2618.0,281250.0,,70304.0,0.0001375136,0.1,1.6092098 +1704.2,1672.5741,-0.03673854,1719.4053,4510000.0,2623.0,281875.0,,70464.0,0.0001372576,0.1,1.6196833 +1705.8,1673.5161,-0.03347289,1719.2849,4520000.0,2629.0,282500.0,,70624.0,0.0001370016,0.1,1.5823956 +1707.4,1674.4741,-0.030090421,1719.8177,4530000.0,2634.0,283125.0,,70752.0,0.0001367968,0.1,1.5304977 +1703.8,1675.398,-0.029024769,1720.3486,4540000.0,2639.0,283750.0,,70912.0,0.0001365408,0.1,1.5302674 +1699.8,1676.178,-0.03579084,1720.2268,4550000.0,2645.0,284375.0,,71072.0,0.0001362848,0.1,1.6411854 +1696.6,1676.8918,-0.03169056,1720.7548,4560000.0,2650.0,285000.0,,71232.0,0.0001360288,0.1,1.6023077 +1695.6,1677.6097,-0.031792913,1721.2806,4570000.0,2655.0,285625.0,,71392.0,0.0001357728,0.1,1.6462617 +1692.0,1678.2439,-0.030086454,1721.8046,4580000.0,2660.0,286250.0,,71552.0,0.0001355168,0.1,1.6145978 +1693.0,1678.8319,-0.035372555,1721.6804,4590000.0,2666.0,286875.0,,71712.0,0.0001352608,0.1,1.6594355 +1693.6,1679.4319,-0.017724363,1722.2014,4600000.0,2671.0,287500.0,,71872.0,0.0001350048,0.1,1.7020807 +1695.2,1680.0659,-0.032458868,1722.7205,4610000.0,2676.0,288125.0,,72000.0,0.0001348,0.1,1.6882277 +1690.0,1680.6539,-0.013065623,1723.2375,4620000.0,2681.0,288750.0,,72160.0,0.000134544,0.1,1.6658169 +1692.2,1681.2161,-0.03542219,1723.7528,4630000.0,2686.0,289375.0,,72320.0,0.000134288,0.1,1.6588854 +1689.0,1681.726,-0.028924685,1723.6256,4640000.0,2692.0,290000.0,,72480.0,0.000134032,0.1,1.574516 +1687.6,1682.162,-0.035208575,1724.138,4650000.0,2697.0,290625.0,,72640.0,0.000133776,0.1,1.5759237 +1689.0,1682.592,-0.03068827,1724.0104,4660000.0,2703.0,291250.0,,72800.0,0.00013352,0.1,1.5678155 +1688.0,1683.028,-0.032106858,1724.5199,4670000.0,2708.0,291875.0,,72960.0,0.000133264,0.1,1.6029711 +1683.0,1683.356,-0.031327378,1725.0276,4680000.0,2713.0,292500.0,,73120.0,0.000133008,0.1,1.619902 +1686.8,1683.712,-0.010213579,1724.8988,4690000.0,2719.0,293125.0,,73280.0,0.000132752,0.1,1.6431417 +1687.4,1684.0298,-0.032697175,1725.4038,4700000.0,2724.0,293750.0,,73408.0,0.0001325472,0.1,1.5155494 +1690.0,1684.362,-0.030508177,1725.907,4710000.0,2729.0,294375.0,,73568.0,0.0001322912,0.1,1.5763947 +1685.2,1684.6759,-0.03092357,1726.4082,4720000.0,2734.0,295000.0,,73728.0,0.0001320352,0.1,1.4883082 +1683.8,1684.9059,-0.03188308,1726.9076,4730000.0,2739.0,295625.0,,73888.0,0.0001317792,0.1,1.4803711 +1682.2,1685.1179,-0.027351893,1726.776,4740000.0,2745.0,296250.0,,74048.0,0.0001315232,0.1,1.5792844 +1677.6,1685.2521,-0.02853328,1727.2727,4750000.0,2750.0,296875.0,,74208.0,0.0001312672,0.1,1.5800432 +1673.2,1685.3219,-0.031620316,1727.1407,4760000.0,2756.0,297500.0,,74368.0,0.0001310112,0.1,1.5623728 +1677.0,1685.4241,-0.03488076,1727.6349,4770000.0,2761.0,298125.0,,74528.0,0.0001307552,0.1,1.5045199 +1681.8,1685.5619,-0.032883417,1728.1273,4780000.0,2766.0,298750.0,,74656.0,0.0001305504,0.1,1.6449676 +1685.0,1685.83,-0.03486167,1728.6178,4790000.0,2771.0,299375.0,,74816.0,0.0001302944,0.1,1.6279356 +1675.0,1685.9419,-0.016249025,1728.484,4800000.0,2777.0,300000.0,,74976.0,0.0001300384,0.1,1.4981785 +1675.0,1686.0598,-0.031426523,1728.9719,4810000.0,2782.0,300625.0,,75136.0,0.0001297824,0.1,1.4705108 +1674.6,1686.14,-0.03269725,1729.4583,4820000.0,2787.0,301250.0,,75296.0,0.0001295264,0.1,1.5164442 +1672.2,1686.164,-0.030824019,1729.3234,4830000.0,2793.0,301875.0,,75456.0,0.0001292704,0.1,1.5824585 +1676.6,1686.2078,-0.029206766,1729.189,4840000.0,2799.0,302500.0,,75616.0,0.0001290144,0.1,1.5060265 +1669.2,1686.17,-0.031067953,1728.4391,4850000.0,2806.0,303125.0,,75776.0,0.0001287584,0.1,1.5008318 +1664.0,1686.078,-0.030770633,1728.3073,4860000.0,2812.0,303750.0,,75936.0,0.0001285024,0.1,1.5947813 +1669.0,1686.0498,-0.031815033,1728.176,4870000.0,2818.0,304375.0,,76064.0,0.0001282976,0.1,1.592242 +1669.2,1686.018,-0.03326957,1728.0453,4880000.0,2824.0,305000.0,,76224.0,0.0001280416,0.1,1.5122145 +1672.2,1685.9921,-0.03209796,1727.3048,4890000.0,2831.0,305625.0,,76384.0,0.0001277856,0.1,1.4854248 +1673.0,1686.0461,-0.030280838,1727.1766,4900000.0,2837.0,306250.0,,76544.0,0.0001275296,0.1,1.6051476 +1674.2,1686.0261,-0.03561986,1727.049,4910000.0,2843.0,306875.0,,76704.0,0.0001272736,0.1,1.5280441 +1676.8,1686.03,-0.030879805,1726.9218,4920000.0,2849.0,307500.0,,76864.0,0.0001270176,0.1,1.5503274 +1676.8,1686.0519,-0.032044817,1726.1904,4930000.0,2856.0,308125.0,,77024.0,0.0001267616,0.1,1.5116345 +1677.0,1686.032,-0.031571448,1725.4628,4940000.0,2863.0,308750.0,,77184.0,0.0001265056,0.1,1.6036713 +1676.6,1686.0337,-0.033196244,1725.9414,4950000.0,2868.0,309375.0,,77312.0,0.0001263008,0.1,1.488152 +1678.6,1686.0339,-0.004871851,1725.2174,4960000.0,2875.0,310000.0,,77472.0,0.0001260448,0.1,1.5940038 +1681.4,1686.044,-0.029815089,1725.0955,4970000.0,2881.0,310625.0,,77632.0,0.0001257888,0.1,1.433192 +1683.2,1686.088,-0.03311278,1724.974,4980000.0,2887.0,311250.0,,77792.0,0.0001255328,0.1,1.5220702 +1682.2,1686.0981,-0.029125223,1724.8531,4990000.0,2893.0,311875.0,,77952.0,0.0001252768,0.1,1.4721115 +1679.4,1686.1362,-0.0274502,1724.138,5000000.0,2900.0,312500.0,,78112.0,0.0001250208,0.1,1.421341 +1674.6,1686.0161,-0.031591676,1724.0193,5010000.0,2906.0,313125.0,,78272.0,0.0001247648,0.1,1.5809577 +1674.8,1685.9141,-0.028254174,1723.9011,5020000.0,2912.0,313750.0,,78432.0,0.0001245088,0.1,1.4929372 +1672.6,1685.814,-0.029911866,1723.7834,5030000.0,2918.0,314375.0,,78592.0,0.0001242528,0.1,1.4544531 +1660.8,1685.6238,-0.027447332,1723.6663,5040000.0,2924.0,315000.0,,78720.0,0.000124048,0.1,1.5159642 +1665.2,1685.462,-0.03184101,1723.5494,5050000.0,2930.0,315625.0,,78880.0,0.000123792,0.1,1.4821426 +1662.0,1685.2418,-0.0076186755,1722.8464,5060000.0,2937.0,316250.0,,79040.0,0.000123536,0.1,1.4874449 +1659.6,1685.01,-0.03376572,1722.7319,5070000.0,2943.0,316875.0,,79200.0,0.00012328,0.1,1.5751479 +1665.6,1684.822,-0.027986946,1722.6178,5080000.0,2949.0,317500.0,,79360.0,0.000123024,0.1,1.5428061 +1659.2,1684.5698,-0.029008338,1722.5043,5090000.0,2955.0,318125.0,,79520.0,0.000122768,0.1,1.4887139 +1656.6,1684.2758,-0.029080758,1722.3911,5100000.0,2961.0,318750.0,,79680.0,0.000122512,0.1,1.4421922 +1660.6,1684.0598,-0.0325188,1721.6981,5110000.0,2968.0,319375.0,,79840.0,0.000122256,0.1,1.4481251 +1664.4,1683.8839,-0.029720945,1721.587,5120000.0,2974.0,320000.0,,80000.0,0.000122,0.1,1.4406502 +1662.2,1683.688,-0.011032441,1722.0543,5130000.0,2979.0,320625.0,,80128.0,0.0001217952,0.1,1.4256923 +1652.0,1683.3821,-0.03009733,1721.943,5140000.0,2985.0,321250.0,,80288.0,0.0001215392,0.1,1.4667687 +1651.0,1683.062,-0.025382144,1721.2567,5150000.0,2992.0,321875.0,,80448.0,0.0001212832,0.1,1.6145501 +1654.8,1682.7719,-0.03128529,1721.1475,5160000.0,2998.0,322500.0,,80608.0,0.0001210272,0.1,1.6535555 +1651.0,1682.528,-0.030658126,1720.466,5170000.0,3005.0,323125.0,,80768.0,0.0001207712,0.1,1.5658966 +1648.6,1682.208,-0.013552029,1720.3586,5180000.0,3011.0,323750.0,,80928.0,0.0001205152,0.1,1.5938098 +1648.0,1681.9039,-0.0342646,1720.252,5190000.0,3017.0,324375.0,,81088.0,0.0001202592,0.1,1.6284171 +1649.6,1681.6038,-0.03447123,1719.5767,5200000.0,3024.0,325000.0,,81248.0,0.0001200032,0.1,1.5873694 +1650.2,1681.3778,-0.033771187,1720.0397,5210000.0,3029.0,325625.0,,81376.0,0.0001197984,0.1,1.519469 +1649.4,1681.08,-0.03245741,1719.3676,5220000.0,3036.0,326250.0,,81536.0,0.0001195424,0.1,1.4312315 +1652.0,1680.804,-0.03006257,1718.6986,5230000.0,3043.0,326875.0,,81696.0,0.0001192864,0.1,1.3323867 +1655.4,1680.566,-0.030096538,1718.5963,5240000.0,3049.0,327500.0,,81856.0,0.0001190304,0.1,1.4372386 +1665.4,1680.4061,-0.028960248,1718.4943,5250000.0,3055.0,328125.0,,82016.0,0.0001187744,0.1,1.5327408 +1674.2,1680.3081,-0.02930806,1717.8315,5260000.0,3062.0,328750.0,,82176.0,0.0001185184,0.1,1.4585178 +1674.0,1680.2322,-0.02630547,1717.7314,5270000.0,3068.0,329375.0,,82336.0,0.0001182624,0.1,1.5731816 +1683.2,1680.244,-0.029034667,1717.6317,5280000.0,3074.0,330000.0,,82496.0,0.0001180064,0.1,1.5866755 +1688.2,1680.3241,-0.03645447,1717.5325,5290000.0,3080.0,330625.0,,82656.0,0.0001177504,0.1,1.5488803 +1687.2,1680.3821,-0.02913936,1717.4336,5300000.0,3086.0,331250.0,,82784.0,0.0001175456,0.1,1.4946748 +1691.0,1680.462,-0.034350608,1717.3351,5310000.0,3092.0,331875.0,,82944.0,0.0001172896,0.1,1.457025 +1702.0,1680.5859,-0.03002221,1717.2369,5320000.0,3098.0,332500.0,,83104.0,0.0001170336,0.1,1.6620582 +1701.0,1680.6959,-0.032842655,1716.5862,5330000.0,3105.0,333125.0,,83264.0,0.0001167776,0.1,1.6110834 +1701.6,1680.7819,-0.011624021,1716.4899,5340000.0,3111.0,333750.0,,83424.0,0.0001165216,0.1,1.5859606 +1700.4,1680.8419,-0.033714242,1716.3939,5350000.0,3117.0,334375.0,,83584.0,0.0001162656,0.1,1.6716971 +1711.0,1680.9918,-0.030573053,1715.749,5360000.0,3124.0,335000.0,,83744.0,0.0001160096,0.1,1.5342369 +1715.4,1681.172,-0.030357137,1715.6549,5370000.0,3130.0,335625.0,,83904.0,0.0001157536,0.1,1.4096192 +1716.2,1681.3761,-0.023344051,1715.5613,5380000.0,3136.0,336250.0,,84032.0,0.0001155488,0.1,1.5252705 +1713.4,1681.5541,-0.032328743,1715.4679,5390000.0,3142.0,336875.0,,84192.0,0.0001152928,0.1,1.4957318 +1717.8,1681.6781,-0.031099323,1715.3749,5400000.0,3148.0,337500.0,,84352.0,0.0001150368,0.1,1.3861063 +1717.6,1681.8159,-0.034575664,1715.2822,5410000.0,3154.0,338125.0,,84512.0,0.0001147808,0.1,1.5338931 +1721.0,1681.9698,-0.034455862,1714.6472,5420000.0,3161.0,338750.0,,84672.0,0.0001145248,0.1,1.5916934 +1724.0,1682.1418,-0.0320686,1714.5564,5430000.0,3167.0,339375.0,,84832.0,0.0001142688,0.1,1.6885171 +1725.4,1682.33,-0.034396064,1714.4658,5440000.0,3173.0,340000.0,,84992.0,0.0001140128,0.1,1.5036252 +1725.8,1682.552,-0.031085446,1714.3756,5450000.0,3179.0,340625.0,,85152.0,0.0001137568,0.1,1.5158751 +1725.0,1682.79,0.00090873044,1714.2858,5460000.0,3185.0,341250.0,,85312.0,0.0001135008,0.1,1.5947695 +1724.0,1682.9961,-0.015165486,1714.1962,5470000.0,3191.0,341875.0,,85440.0,0.000113296,0.1,1.5988777 +1722.8,1683.23,-0.03262715,1713.5709,5480000.0,3198.0,342500.0,,85600.0,0.00011304,0.1,1.7230873 +1720.8,1683.4379,-0.03270749,1713.4832,5490000.0,3204.0,343125.0,,85760.0,0.000112784,0.1,1.560527 +1717.8,1683.5839,-0.016436148,1713.3956,5500000.0,3210.0,343750.0,,85920.0,0.000112528,0.1,1.5720401 +1715.4,1683.696,-0.030463263,1713.3085,5510000.0,3216.0,344375.0,,86080.0,0.000112272,0.1,1.6480951 +1711.2,1683.7501,-0.032282777,1713.2216,5520000.0,3222.0,345000.0,,86240.0,0.000112016,0.1,1.647397 +1712.0,1683.7961,-0.031339772,1713.135,5530000.0,3228.0,345625.0,,86400.0,0.00011176,0.1,1.4827279 +1706.0,1683.8181,-0.036141474,1712.5193,5540000.0,3235.0,346250.0,,86560.0,0.000111504,0.1,1.670448 +1715.4,1683.9742,-0.031226803,1712.963,5550000.0,3240.0,346875.0,,86688.0,0.0001112992,0.1,1.4840908 +1716.0,1684.1681,-0.03140292,1712.8774,5560000.0,3246.0,347500.0,,86848.0,0.0001110432,0.1,1.4709971 +1718.6,1684.3981,-0.034255005,1712.2656,5570000.0,3253.0,348125.0,,87008.0,0.0001107872,0.1,1.6518266 +1719.2,1684.6702,-0.009026491,1712.1816,5580000.0,3259.0,348750.0,,87168.0,0.0001105312,0.1,1.5630789 +1719.0,1684.93,-0.03082772,1712.098,5590000.0,3265.0,349375.0,,87328.0,0.0001102752,0.1,1.5263159 +1717.0,1685.164,-0.030177005,1711.4915,5600000.0,3272.0,350000.0,,87488.0,0.0001100192,0.1,1.5238073 +1716.4,1685.3761,-0.033034712,1711.4094,5610000.0,3278.0,350625.0,,87648.0,0.0001097632,0.1,1.5758371 +1716.4,1685.6401,-0.03523179,1711.3276,5620000.0,3284.0,351250.0,,87808.0,0.0001095072,0.1,1.5386691 +1718.0,1685.8981,-0.033483896,1711.2462,5630000.0,3290.0,351875.0,,87968.0,0.0001092512,0.1,1.5040112 +1719.0,1686.1981,-0.033631887,1711.165,5640000.0,3296.0,352500.0,,88096.0,0.0001090464,0.1,1.5991013 +1719.2,1686.514,-0.027652148,1710.5662,5650000.0,3303.0,353125.0,,88256.0,0.0001087904,0.1,1.4797099 +1718.6,1686.81,-0.035632826,1710.4866,5660000.0,3309.0,353750.0,,88416.0,0.0001085344,0.1,1.4314553 +1719.2,1687.1221,-0.03471639,1710.4072,5670000.0,3315.0,354375.0,,88576.0,0.0001082784,0.1,1.5844854 +1721.6,1687.5079,-0.010194147,1709.8134,5680000.0,3322.0,355000.0,,88736.0,0.0001080224,0.1,1.6303792 +1721.4,1687.8539,-0.034373853,1709.7356,5690000.0,3328.0,355625.0,,88896.0,0.0001077664,0.1,1.5960002 +1722.8,1688.208,-0.034454364,1709.6581,5700000.0,3334.0,356250.0,,89056.0,0.0001075104,0.1,1.5334421 +1725.6,1688.564,-0.014620197,1709.0691,5710000.0,3341.0,356875.0,,89216.0,0.0001072544,0.1,1.6667342 +1729.8,1689.0099,-0.03476977,1708.9932,5720000.0,3347.0,357500.0,,89344.0,0.0001070496,0.1,1.6384094 +1729.4,1689.466,-0.03204031,1708.9174,5730000.0,3353.0,358125.0,,89504.0,0.0001067936,0.1,1.6100453 +1730.8,1689.9519,-0.034192663,1708.3334,5740000.0,3360.0,358750.0,,89664.0,0.0001065376,0.1,1.5335317 +1726.2,1690.438,-0.032897685,1708.259,5750000.0,3366.0,359375.0,,89824.0,0.0001062816,0.1,1.5534403 +1728.2,1690.9879,-0.03323744,1708.185,5760000.0,3372.0,360000.0,,89984.0,0.0001060256,0.1,1.3784024 +1726.6,1691.4839,-0.033590373,1707.6058,5770000.0,3379.0,360625.0,,90144.0,0.0001057696,0.1,1.5598162 +1721.2,1691.8779,-0.0341073,1707.5332,5780000.0,3385.0,361250.0,,90304.0,0.0001055136,0.1,1.5674382 +1721.0,1692.2382,-0.013971753,1707.4609,5790000.0,3391.0,361875.0,,90464.0,0.0001052576,0.1,1.6861161 +1717.2,1692.66,-0.032700285,1707.3889,5800000.0,3397.0,362500.0,,90624.0,0.0001050016,0.1,1.6747029 +1717.8,1693.088,-0.036046434,1707.317,5810000.0,3403.0,363125.0,,90752.0,0.0001047968,0.1,1.6923016 +1723.0,1693.5719,-0.029673196,1707.2455,5820000.0,3409.0,363750.0,,90912.0,0.0001045408,0.1,1.59425 +1723.0,1694.08,-0.03174708,1706.6744,5830000.0,3416.0,364375.0,,91072.0,0.0001042848,0.1,1.4785118 +1723.2,1694.5459,-0.033681132,1706.6044,5840000.0,3422.0,365000.0,,91232.0,0.0001040288,0.1,1.583424 +1721.8,1695.0719,-0.011986928,1706.5344,5850000.0,3428.0,365625.0,,91392.0,0.0001037728,0.1,1.5919154 +1721.2,1695.6439,-0.032659758,1705.968,5860000.0,3435.0,366250.0,,91552.0,0.0001035168,0.1,1.6111696 +1719.8,1696.152,-0.03280588,1705.8994,5870000.0,3441.0,366875.0,,91712.0,0.0001032608,0.1,1.5693525 +1716.6,1696.6257,-0.03544549,1705.8312,5880000.0,3447.0,367500.0,,91872.0,0.0001030048,0.1,1.5729544 +1718.8,1697.0919,-0.03451358,1705.7631,5890000.0,3453.0,368125.0,,92000.0,0.0001028,0.1,1.54511 +1717.2,1697.5339,-0.031154905,1705.2023,5900000.0,3460.0,368750.0,,92160.0,0.000102544,0.1,1.5619698 +1712.8,1697.92,-0.030031955,1705.1356,5910000.0,3466.0,369375.0,,92320.0,0.000102288,0.1,1.5030991 +1717.0,1698.322,-0.03246204,1704.5781,5920000.0,3473.0,370000.0,,92480.0,0.000102032,0.1,1.5433125 +1716.0,1698.7141,-0.030170815,1704.5128,5930000.0,3479.0,370625.0,,92640.0,0.000101776,0.1,1.5823523 +1717.6,1699.1199,-0.025410399,1704.4476,5940000.0,3485.0,371250.0,,92800.0,0.00010152,0.1,1.5794306 +1718.4,1699.5381,-0.025988039,1704.3827,5950000.0,3491.0,371875.0,,92960.0,0.000101264,0.1,1.6182848 +1720.8,1699.9598,-0.03115098,1703.8308,5960000.0,3498.0,372500.0,,93120.0,0.000101008,0.1,1.5807118 +1723.8,1700.384,-0.010687889,1703.7671,5970000.0,3504.0,373125.0,,93280.0,0.000100752,0.1,1.4367018 +1724.4,1700.7959,-0.035349634,1704.1892,5980000.0,3509.0,373750.0,,93408.0,0.0001005472,0.1,1.5728028 +1719.0,1701.1641,-0.029587409,1704.1251,5990000.0,3515.0,374375.0,,93568.0,0.0001002912,0.1,1.4631615 +1722.6,1701.596,-0.033949014,1703.5775,6000000.0,3522.0,375000.0,,93728.0,0.0001000352,0.1,1.5619285 +1722.8,1702.078,-0.034949373,1703.5148,6010000.0,3528.0,375625.0,,93888.0,9.97792e-05,0.1,1.5031918 +1722.6,1702.5558,-0.034161706,1703.4521,6020000.0,3534.0,376250.0,,94048.0,9.95232e-05,0.1,1.599868 +1725.2,1703.0819,-0.027254317,1702.9088,6030000.0,3541.0,376875.0,,94208.0,9.92672e-05,0.1,1.6064185 +1723.8,1703.712,-0.032686543,1702.8475,6040000.0,3547.0,377500.0,,94368.0,9.90112e-05,0.1,1.5681844 +1725.2,1704.312,-0.031944036,1702.7864,6050000.0,3553.0,378125.0,,94528.0,9.87552e-05,0.1,1.5513365 +1727.2,1704.9641,-0.033472687,1702.7255,6060000.0,3559.0,378750.0,,94656.0,9.85504e-05,0.1,1.5803089 +1723.2,1705.6,-0.027522234,1702.6648,6070000.0,3565.0,379375.0,,94816.0,9.82944e-05,0.1,1.567764 +1723.8,1706.1821,-0.031416066,1703.0812,6080000.0,3570.0,380000.0,,94976.0,9.80384e-05,0.1,1.5662689 +1723.6,1706.826,-0.032984015,1703.0201,6090000.0,3576.0,380625.0,,95136.0,9.77824e-05,0.1,1.6012015 +1720.4,1707.4641,-0.030564213,1702.9592,6100000.0,3582.0,381250.0,,95296.0,9.75264e-05,0.1,1.570439 +1720.0,1708.058,-0.032487642,1702.8986,6110000.0,3588.0,381875.0,,95456.0,9.72704e-05,0.1,1.6946741 +1721.4,1708.6282,-0.033555686,1702.838,6120000.0,3594.0,382500.0,,95616.0,9.70144e-05,0.1,1.5508337 +1723.6,1709.2421,-0.03526694,1702.7778,6130000.0,3600.0,383125.0,,95776.0,9.67584e-05,0.1,1.4757905 +1718.8,1709.91,-0.031213664,1702.7177,6140000.0,3606.0,383750.0,,95936.0,9.65024e-05,0.1,1.4066811 +1719.4,1710.5939,-0.034578133,1702.6578,6150000.0,3612.0,384375.0,,96064.0,9.62976e-05,0.1,1.5395743 +1717.8,1711.2241,-0.03113243,1702.5981,6160000.0,3618.0,385000.0,,96224.0,9.60416e-05,0.1,1.4938924 +1718.8,1711.9019,-0.032826517,1702.5386,6170000.0,3624.0,385625.0,,96384.0,9.57856e-05,0.1,1.5020884 +1718.8,1712.6039,-0.018393224,1702.4794,6180000.0,3630.0,386250.0,,96544.0,9.55296e-05,0.1,1.5781041 +1720.8,1713.3319,-0.03359837,1702.4203,6190000.0,3636.0,386875.0,,96704.0,9.52736e-05,0.1,1.6141444 +1719.4,1714.03,-0.03449705,1702.8289,6200000.0,3641.0,387500.0,,96864.0,9.50176e-05,0.1,1.5964816 +1722.6,1714.7539,-0.032574676,1702.7694,6210000.0,3647.0,388125.0,,97024.0,9.47616e-05,0.1,1.491838 +1720.2,1715.462,-0.028421357,1703.1764,6220000.0,3652.0,388750.0,,97184.0,9.45056e-05,0.1,1.5650072 +1716.6,1716.1079,-0.032830846,1703.1165,6230000.0,3658.0,389375.0,,97312.0,9.43008e-05,0.1,1.5168468 +1716.6,1716.7198,-0.03255803,1703.5217,6240000.0,3663.0,390000.0,,97472.0,9.40448e-05,0.1,1.5200108 +1716.2,1717.228,-0.029028451,1703.4614,6250000.0,3669.0,390625.0,,97632.0,9.37888e-05,0.1,1.45804 +1713.2,1717.6179,-0.028407399,1703.4014,6260000.0,3675.0,391250.0,,97792.0,9.35328e-05,0.1,1.4756553 +1714.4,1718.0222,-0.03146064,1703.3414,6270000.0,3681.0,391875.0,,97952.0,9.32768e-05,0.1,1.5248051 +1712.0,1718.3102,-0.033974998,1703.2819,6280000.0,3687.0,392500.0,,98112.0,9.30208e-05,0.1,1.5581716 +1716.4,1718.5922,-0.03110839,1703.2223,6290000.0,3693.0,393125.0,,98272.0,9.27648e-05,0.1,1.6218659 +1717.0,1718.89,-0.031823434,1703.163,6300000.0,3699.0,393750.0,,98432.0,9.25088e-05,0.1,1.5781652 +1719.8,1719.178,-0.03377804,1703.5637,6310000.0,3704.0,394375.0,,98592.0,9.22528e-05,0.1,1.5522693 +1723.0,1719.388,-0.033021268,1703.504,6320000.0,3710.0,395000.0,,98720.0,9.2048e-05,0.1,1.503997 +1725.6,1719.6339,-0.03134781,1703.4446,6330000.0,3716.0,395625.0,,98880.0,9.1792e-05,0.1,1.511367 +1724.6,1719.8639,-0.031602565,1703.843,6340000.0,3721.0,396250.0,,99040.0,9.1536e-05,0.1,1.539795 +1722.4,1720.0841,-0.031062093,1703.7832,6350000.0,3727.0,396875.0,,99200.0,9.128e-05,0.1,1.360862 +1725.4,1720.228,-0.029776385,1703.7235,6360000.0,3733.0,397500.0,,99360.0,9.1024e-05,0.1,1.4479328 +1730.2,1720.3761,-0.03080838,1703.6641,6370000.0,3739.0,398125.0,,99520.0,9.0768e-05,0.1,1.4461173 +1732.8,1720.5422,-0.012437601,1704.0598,6380000.0,3744.0,398750.0,,99680.0,9.0512e-05,0.1,1.6971941 +1734.4,1720.7522,-0.03172084,1704.0,6390000.0,3750.0,399375.0,,99840.0,9.0256e-05,0.1,1.5470853 +1729.4,1720.8682,-0.032887638,1703.9403,6400000.0,3756.0,400000.0,,100000.0,9e-05,0.1,1.5030646 +1729.4,1720.9861,-0.012760626,1704.334,6410000.0,3761.0,400625.0,,100128.0,8.97952e-05,0.1,1.5444311 +1722.2,1720.9983,-0.031317353,1704.2739,6420000.0,3767.0,401250.0,,100288.0,8.95392e-05,0.1,1.4998832 +1715.8,1720.9163,-0.003880362,1704.2141,6430000.0,3773.0,401875.0,,100448.0,8.92832e-05,0.1,1.5593572 +1715.4,1720.816,-0.03274289,1704.1545,6440000.0,3779.0,402500.0,,100608.0,8.90272e-05,0.1,1.4421328 +1717.4,1720.7322,-0.030369403,1704.0951,6450000.0,3785.0,403125.0,,100768.0,8.87712e-05,0.1,1.3928413 +1720.8,1720.69,-0.033998832,1704.4855,6460000.0,3790.0,403750.0,,100928.0,8.85152e-05,0.1,1.4101052 +1719.6,1720.6461,-0.034763608,1704.4257,6470000.0,3796.0,404375.0,,101088.0,8.82592e-05,0.1,1.5193655 +1721.8,1720.636,-0.033304624,1704.3661,6480000.0,3802.0,405000.0,,101248.0,8.80032e-05,0.1,1.4571388 +1721.8,1720.6458,-0.031379614,1704.7544,6490000.0,3807.0,405625.0,,101376.0,8.77984e-05,0.1,1.5115112 +1721.8,1720.6858,-0.026086459,1704.6945,6500000.0,3813.0,406250.0,,101536.0,8.75424e-05,0.1,1.4318385 +1721.6,1720.7478,-0.0291043,1704.6348,6510000.0,3819.0,406875.0,,101696.0,8.72864e-05,0.1,1.3717186 +1721.4,1720.85,-0.030051995,1704.5752,6520000.0,3825.0,407500.0,,101856.0,8.70304e-05,0.1,1.4486353 +1714.8,1720.8778,-0.02836573,1704.5157,6530000.0,3831.0,408125.0,,102016.0,8.67744e-05,0.1,1.6594238 +1716.6,1720.9839,-0.033320867,1704.4567,6540000.0,3837.0,408750.0,,102176.0,8.65184e-05,0.1,1.4960914 +1710.0,1720.93,-0.031294577,1704.3976,6550000.0,3843.0,409375.0,,102336.0,8.62624e-05,0.1,1.5100319 +1708.0,1720.85,-0.026188863,1704.3387,6560000.0,3849.0,410000.0,,102496.0,8.60064e-05,0.1,1.5468391 +1707.4,1720.7382,-0.004418079,1704.2802,6570000.0,3855.0,410625.0,,102656.0,8.57504e-05,0.1,1.4989666 +1706.0,1720.6062,-0.01457394,1704.6632,6580000.0,3860.0,411250.0,,102784.0,8.55456e-05,0.1,1.6661103 +1702.6,1720.442,-0.034280345,1704.6042,6590000.0,3866.0,411875.0,,102944.0,8.52896e-05,0.1,1.5876415 +1693.2,1720.2041,-0.009300032,1704.5454,6600000.0,3872.0,412500.0,,103104.0,8.50336e-05,0.1,1.5381457 +1688.0,1719.92,-0.030270532,1704.4868,6610000.0,3878.0,413125.0,,103264.0,8.47776e-05,0.1,1.3863151 +1693.8,1719.6941,-0.028504083,1704.4285,6620000.0,3884.0,413750.0,,103424.0,8.45216e-05,0.1,1.3991418 +1689.2,1719.4061,-0.028601343,1704.3702,6630000.0,3890.0,414375.0,,103584.0,8.42656e-05,0.1,1.4631188 +1692.6,1719.1418,-0.019741474,1704.3121,6640000.0,3896.0,415000.0,,103744.0,8.40096e-05,0.1,1.5085986 +1701.6,1718.966,-0.031592846,1704.2543,6650000.0,3902.0,415625.0,,103904.0,8.37536e-05,0.1,1.6191092 +1704.6,1718.8258,-0.026007079,1704.6327,6660000.0,3907.0,416250.0,,104032.0,8.35488e-05,0.1,1.4472489 +1703.8,1718.6718,-0.024213638,1704.5745,6670000.0,3913.0,416875.0,,104192.0,8.32928e-05,0.1,1.6240196 +1704.0,1718.4957,-0.029228538,1704.5165,6680000.0,3919.0,417500.0,,104352.0,8.30368e-05,0.1,1.4979832 +1706.6,1718.3478,-0.03078732,1704.4586,6690000.0,3925.0,418125.0,,104512.0,8.27808e-05,0.1,1.5729241 +1704.4,1718.164,-0.029654626,1703.9674,6700000.0,3932.0,418750.0,,104672.0,8.25248e-05,0.1,1.4076462 +1706.8,1717.976,-0.02987673,1703.9106,6710000.0,3938.0,419375.0,,104832.0,8.22688e-05,0.1,1.3842552 +1709.2,1717.77,-0.029398404,1703.854,6720000.0,3944.0,420000.0,,104992.0,8.20128e-05,0.1,1.5004925 +1705.4,1717.53,-0.030070247,1703.7975,6730000.0,3950.0,420625.0,,105152.0,8.17568e-05,0.1,1.4469515 +1707.2,1717.2941,-0.003822405,1703.7412,6740000.0,3956.0,421250.0,,105312.0,8.15008e-05,0.1,1.538488 +1706.8,1717.1001,-0.029799651,1704.1151,6750000.0,3961.0,421875.0,,105440.0,8.1296e-05,0.1,1.4129019 +1707.8,1716.8961,-0.015881903,1704.0585,6760000.0,3967.0,422500.0,,105600.0,8.104e-05,0.1,1.5260054 +1707.4,1716.7039,-0.028413076,1704.002,6770000.0,3973.0,423125.0,,105760.0,8.0784e-05,0.1,1.5778685 +1712.8,1716.6199,-0.032102928,1704.374,6780000.0,3978.0,423750.0,,105920.0,8.0528e-05,0.1,1.6461965 +1714.2,1716.552,-0.029760463,1704.3173,6790000.0,3984.0,424375.0,,106080.0,8.0272e-05,0.1,1.5388176 +1718.4,1716.5642,-0.029343802,1704.2606,6800000.0,3990.0,425000.0,,106240.0,8.0016e-05,0.1,1.3564695 +1720.8,1716.5939,-0.028202105,1704.2042,6810000.0,3996.0,425625.0,,106400.0,7.976e-05,0.1,1.4927018 +1724.2,1716.6061,-0.027606593,1704.5739,6820000.0,4001.0,426250.0,,106560.0,7.9504e-05,0.1,1.4031975 +1728.2,1716.658,-0.025466396,1704.5171,6830000.0,4007.0,426875.0,,106688.0,7.92992e-05,0.1,1.4075203 +1723.8,1716.6641,-0.021159578,1704.8854,6840000.0,4012.0,427500.0,,106848.0,7.90432e-05,0.1,1.5001647 +1728.8,1716.734,-0.031381574,1704.8282,6850000.0,4018.0,428125.0,,107008.0,7.87872e-05,0.1,1.5667086 +1729.0,1716.812,-0.030552274,1704.7714,6860000.0,4024.0,428750.0,,107168.0,7.85312e-05,0.1,1.730574 +1729.6,1716.9098,-0.03246934,1704.7146,6870000.0,4030.0,429375.0,,107328.0,7.82752e-05,0.1,1.655047 +1731.0,1717.054,-0.032293435,1704.6581,6880000.0,4036.0,430000.0,,107488.0,7.80192e-05,0.1,1.5597181 +1731.2,1717.178,-0.031150497,1705.0236,6890000.0,4041.0,430625.0,,107648.0,7.77632e-05,0.1,1.45959 +1732.0,1717.3259,-0.029187635,1704.9667,6900000.0,4047.0,431250.0,,107808.0,7.75072e-05,0.1,1.3906882 +1734.2,1717.54,-0.029455699,1704.9099,6910000.0,4053.0,431875.0,,107968.0,7.72512e-05,0.1,1.4784298 +1734.0,1717.71,-0.031871524,1704.8534,6920000.0,4059.0,432500.0,,108096.0,7.70464e-05,0.1,1.4779842 +1735.6,1717.9061,-0.025882658,1705.2166,6930000.0,4064.0,433125.0,,108256.0,7.67904e-05,0.1,1.4112906 +1736.6,1718.0958,-0.030795433,1705.1597,6940000.0,4070.0,433750.0,,108416.0,7.65344e-05,0.1,1.4758707 +1738.8,1718.2998,-0.034280885,1705.103,6950000.0,4076.0,434375.0,,108576.0,7.62784e-05,0.1,1.5622549 +1739.0,1718.4817,-0.031294633,1705.0465,6960000.0,4082.0,435000.0,,108736.0,7.60224e-05,0.1,1.6087763 +1736.8,1718.6118,-0.028693646,1704.9902,6970000.0,4088.0,435625.0,,108896.0,7.57664e-05,0.1,1.5674618 +1738.8,1718.7557,-0.024669068,1704.9341,6980000.0,4094.0,436250.0,,109056.0,7.55104e-05,0.1,1.5261687 +1739.8,1718.9639,-0.026097627,1705.294,6990000.0,4099.0,436875.0,,109216.0,7.52544e-05,0.1,1.4591675 +1736.4,1719.1019,-0.029188776,1705.2375,7000000.0,4105.0,437500.0,,109344.0,7.50496e-05,0.1,1.5255457 +1736.2,1719.236,-0.03075623,1705.1813,7010000.0,4111.0,438125.0,,109504.0,7.47936e-05,0.1,1.5230484 +1735.4,1719.364,-0.022578707,1705.1251,7020000.0,4117.0,438750.0,,109664.0,7.45376e-05,0.1,1.561712 +1738.4,1719.4962,-0.03059312,1705.4828,7030000.0,4122.0,439375.0,,109824.0,7.42816e-05,0.1,1.5837054 +1737.4,1719.6322,-0.03063536,1705.4264,7040000.0,4128.0,440000.0,,109984.0,7.40256e-05,0.1,1.5038483 +1737.8,1719.7582,-0.030925285,1705.3701,7050000.0,4134.0,440625.0,,110144.0,7.37696e-05,0.1,1.484534 +1742.4,1719.9102,-0.027815212,1705.314,7060000.0,4140.0,441250.0,,110304.0,7.35136e-05,0.1,1.4060371 +1745.0,1720.1279,-0.028662194,1705.258,7070000.0,4146.0,441875.0,,110464.0,7.32576e-05,0.1,1.4148221 +1742.4,1720.3141,-0.027262526,1705.2023,7080000.0,4152.0,442500.0,,110624.0,7.30016e-05,0.1,1.4943146 +1743.8,1720.5161,-0.030940969,1705.5569,7090000.0,4157.0,443125.0,,110752.0,7.27968e-05,0.1,1.4032506 +1741.4,1720.7261,-0.031111851,1705.5009,7100000.0,4163.0,443750.0,,110912.0,7.25408e-05,0.1,1.3739865 +1742.4,1720.9502,-0.024627242,1705.445,7110000.0,4169.0,444375.0,,111072.0,7.22848e-05,0.1,1.3924705 +1740.6,1721.1421,-0.012039065,1705.3893,7120000.0,4175.0,445000.0,,111232.0,7.20288e-05,0.1,1.547122 +1739.8,1721.3041,-0.031594403,1705.7416,7130000.0,4180.0,445625.0,,111392.0,7.17728e-05,0.1,1.4014691 +1740.2,1721.5181,-0.007790586,1705.6857,7140000.0,4186.0,446250.0,,111552.0,7.15168e-05,0.1,1.5035629 +1740.2,1721.7261,-0.03161063,1705.6298,7150000.0,4192.0,446875.0,,111712.0,7.12608e-05,0.1,1.5090697 +1741.6,1721.9641,-0.032211013,1705.5741,7160000.0,4198.0,447500.0,,111872.0,7.10048e-05,0.1,1.3446736 +1739.4,1722.1702,-0.032595944,1705.9243,7170000.0,4203.0,448125.0,,112000.0,7.08e-05,0.1,1.4262425 +1739.6,1722.3779,-0.009749825,1705.8684,7180000.0,4209.0,448750.0,,112160.0,7.0544e-05,0.1,1.4256188 +1738.2,1722.552,-0.025033642,1705.8126,7190000.0,4215.0,449375.0,,112320.0,7.0288e-05,0.1,1.4513421 +1739.0,1722.7479,-0.025891917,1705.757,7200000.0,4221.0,450000.0,,112480.0,7.0032e-05,0.1,1.4183445 +1739.2,1722.9141,-0.032333743,1705.7014,7210000.0,4227.0,450625.0,,112640.0,6.9776e-05,0.1,1.4624654 +1740.6,1723.1178,-0.029972905,1705.6461,7220000.0,4233.0,451250.0,,112800.0,6.952e-05,0.1,1.4574058 +1743.4,1723.3861,-0.029233962,1705.591,7230000.0,4239.0,451875.0,,112960.0,6.9264e-05,0.1,1.4525983 +1742.0,1723.6399,-0.028805157,1705.5359,7240000.0,4245.0,452500.0,,113120.0,6.9008e-05,0.1,1.4328964 +1743.8,1723.9159,-0.023883788,1705.4811,7250000.0,4251.0,453125.0,,113280.0,6.8752e-05,0.1,1.4355214 +1743.6,1724.2198,-0.02714818,1705.827,7260000.0,4256.0,453750.0,,113408.0,6.85472e-05,0.1,1.543643 +1742.0,1724.4957,-0.0268484,1705.772,7270000.0,4262.0,454375.0,,113568.0,6.82912e-05,0.1,1.4144031 +1742.2,1724.7979,-0.0316209,1705.7169,7280000.0,4268.0,455000.0,,113728.0,6.80352e-05,0.1,1.4777943 +1742.2,1725.0559,-0.025158832,1705.6621,7290000.0,4274.0,455625.0,,113888.0,6.77792e-05,0.1,1.4543777 +1748.2,1725.3679,-0.01120406,1705.6074,7300000.0,4280.0,456250.0,,114048.0,6.75232e-05,0.1,1.5007455 +1745.8,1725.6282,-0.027760733,1705.553,7310000.0,4286.0,456875.0,,114208.0,6.72672e-05,0.1,1.4880407 +1745.6,1725.8539,-0.013853714,1705.4987,7320000.0,4292.0,457500.0,,114368.0,6.70112e-05,0.1,1.3788614 +1747.8,1726.0758,-0.02711395,1705.4443,7330000.0,4298.0,458125.0,,114528.0,6.67552e-05,0.1,1.4240639 +1746.4,1726.294,-0.02758197,1705.7866,7340000.0,4303.0,458750.0,,114656.0,6.65504e-05,0.1,1.4170506 +1747.4,1726.544,-0.028717635,1705.7322,7350000.0,4309.0,459375.0,,114816.0,6.62944e-05,0.1,1.3736674 +1747.4,1726.7642,-0.026293684,1705.6779,7360000.0,4315.0,460000.0,,114976.0,6.60384e-05,0.1,1.3083041 +1742.4,1726.8862,-0.024261493,1705.6237,7370000.0,4321.0,460625.0,,115136.0,6.57824e-05,0.1,1.3281492 +1742.0,1726.9781,-0.028334817,1705.5697,7380000.0,4327.0,461250.0,,115296.0,6.55264e-05,0.1,1.3069458 +1741.6,1727.05,-0.027964009,1705.5159,7390000.0,4333.0,461875.0,,115456.0,6.52704e-05,0.1,1.374402 +1745.4,1727.21,-0.028669879,1705.462,7400000.0,4339.0,462500.0,,115616.0,6.50144e-05,0.1,1.3655716 +1748.6,1727.4019,-0.030522361,1705.4086,7410000.0,4345.0,463125.0,,115776.0,6.47584e-05,0.1,1.4588096 +1750.6,1727.6858,-0.02834213,1705.3551,7420000.0,4351.0,463750.0,,115936.0,6.45024e-05,0.1,1.3887041 +1751.0,1728.038,-0.02982592,1705.6932,7430000.0,4356.0,464375.0,,116064.0,6.42976e-05,0.1,1.4816464 +1750.4,1728.388,-0.030381838,1705.6396,7440000.0,4362.0,465000.0,,116224.0,6.40416e-05,0.1,1.3903704 +1753.4,1728.7482,-0.025127977,1705.586,7450000.0,4368.0,465625.0,,116384.0,6.37856e-05,0.1,1.2425991 +1756.0,1729.1,-0.028555052,1705.5327,7460000.0,4374.0,466250.0,,116544.0,6.35296e-05,0.1,1.3311667 +1754.0,1729.4442,-0.027359499,1705.4795,7470000.0,4380.0,466875.0,,116704.0,6.32736e-05,0.1,1.428536 +1758.4,1729.8102,-0.027850442,1705.4264,7480000.0,4386.0,467500.0,,116864.0,6.30176e-05,0.1,1.5168912 +1760.8,1730.2002,-0.026873652,1705.3734,7490000.0,4392.0,468125.0,,117024.0,6.27616e-05,0.1,1.43785 +1758.2,1730.5641,-0.030761732,1705.3206,7500000.0,4398.0,468750.0,,117184.0,6.25056e-05,0.1,1.573046 +1758.0,1730.9281,-0.027490014,1705.268,7510000.0,4404.0,469375.0,,117312.0,6.23008e-05,0.1,1.4456539 +1757.8,1731.292,-0.027562607,1705.2155,7520000.0,4410.0,470000.0,,117472.0,6.20448e-05,0.1,1.4749057 +1758.8,1731.732,-0.03142328,1705.1631,7530000.0,4416.0,470625.0,,117632.0,6.17888e-05,0.1,1.4556632 +1760.2,1732.168,-0.028620709,1705.4965,7540000.0,4421.0,471250.0,,117792.0,6.15328e-05,0.1,1.4351716 +1759.0,1732.658,-0.024704197,1705.4438,7550000.0,4427.0,471875.0,,117952.0,6.12768e-05,0.1,1.3413484 +1759.4,1733.1722,-0.026587885,1705.3914,7560000.0,4433.0,472500.0,,118112.0,6.10208e-05,0.1,1.2992464 +1763.4,1733.7322,-0.029943718,1705.339,7570000.0,4439.0,473125.0,,118272.0,6.07648e-05,0.1,1.369834 +1762.6,1734.2981,-0.027705919,1705.2869,7580000.0,4445.0,473750.0,,118432.0,6.05088e-05,0.1,1.3913515 +1766.8,1734.94,-0.02634954,1705.2347,7590000.0,4451.0,474375.0,,118592.0,6.02528e-05,0.1,1.4676948 +1770.2,1735.71,-0.027643485,1705.5656,7600000.0,4456.0,475000.0,,118720.0,6.0048e-05,0.1,1.3726583 +1770.2,1736.532,-0.028677398,1705.5132,7610000.0,4462.0,475625.0,,118880.0,5.9792e-05,0.1,1.5575738 +1770.0,1737.2941,-0.028934695,1705.461,7620000.0,4468.0,476250.0,,119040.0,5.9536e-05,0.1,1.4009407 +1770.6,1738.1079,-0.0060437387,1705.409,7630000.0,4474.0,476875.0,,119200.0,5.928e-05,0.1,1.4033452 +1770.6,1738.888,-0.025300162,1705.3572,7640000.0,4480.0,477500.0,,119360.0,5.9024e-05,0.1,1.3224165 +1769.4,1739.5659,-0.025615951,1705.6857,7650000.0,4485.0,478125.0,,119520.0,5.8768e-05,0.1,1.3576627 +1765.6,1740.1759,-0.025767248,1705.6335,7660000.0,4491.0,478750.0,,119680.0,5.8512e-05,0.1,1.3695267 +1762.2,1740.76,-0.029367385,1705.5815,7670000.0,4497.0,479375.0,,119840.0,5.8256e-05,0.1,1.4244152 +1762.0,1741.34,-0.025725974,1705.5297,7680000.0,4503.0,480000.0,,120000.0,5.8e-05,0.1,1.3942509 +1761.2,1741.886,-0.028041411,1705.8562,7690000.0,4508.0,480625.0,,120128.0,5.77952e-05,0.1,1.4474599 +1764.0,1742.482,-0.030282201,1705.8042,7700000.0,4514.0,481250.0,,120288.0,5.75392e-05,0.1,1.5202594 +1760.8,1743.0219,-0.026059976,1705.7522,7710000.0,4520.0,481875.0,,120448.0,5.72832e-05,0.1,1.457998 +1761.4,1743.5441,-0.021650443,1705.7004,7720000.0,4526.0,482500.0,,120608.0,5.70272e-05,0.1,1.3832874 +1761.6,1744.106,-0.007461561,1705.6487,7730000.0,4532.0,483125.0,,120768.0,5.67712e-05,0.1,1.3249228 +1757.2,1744.606,-0.02061766,1705.5972,7740000.0,4538.0,483750.0,,120928.0,5.65152e-05,0.1,1.3243568 +1762.0,1745.158,-0.026027096,1705.5458,7750000.0,4544.0,484375.0,,121088.0,5.62592e-05,0.1,1.4034328 +1761.4,1745.6938,-0.025797023,1705.4945,7760000.0,4550.0,485000.0,,121248.0,5.60032e-05,0.1,1.5195876 +1762.4,1746.2443,-0.027735915,1705.8177,7770000.0,4555.0,485625.0,,121376.0,5.57984e-05,0.1,1.3634752 +1762.0,1746.7361,-0.027393715,1705.7662,7780000.0,4561.0,486250.0,,121536.0,5.55424e-05,0.1,1.442808 +1763.4,1747.2281,-0.027295617,1705.715,7790000.0,4567.0,486875.0,,121696.0,5.52864e-05,0.1,1.4634088 +1765.2,1747.696,-0.027027186,1705.6637,7800000.0,4573.0,487500.0,,121856.0,5.50304e-05,0.1,1.3750596 +1766.0,1748.148,-0.027989253,1705.6125,7810000.0,4579.0,488125.0,,122016.0,5.47744e-05,0.1,1.3712417 +1765.4,1748.5602,-0.027067438,1705.5616,7820000.0,4585.0,488750.0,,122176.0,5.45184e-05,0.1,1.3829451 +1764.2,1748.9202,-0.028761385,1705.5107,7830000.0,4591.0,489375.0,,122336.0,5.42624e-05,0.1,1.3161839 +1764.8,1749.33,-0.02780636,1705.4601,7840000.0,4597.0,490000.0,,122496.0,5.40064e-05,0.1,1.3142047 +1764.8,1749.69,-0.025496917,1705.4095,7850000.0,4603.0,490625.0,,122656.0,5.37504e-05,0.1,1.3329604 +1766.0,1750.06,-0.02799965,1705.7291,7860000.0,4608.0,491250.0,,122784.0,5.35456e-05,0.1,1.3595135 +1766.4,1750.428,-0.024573816,1705.6783,7870000.0,4614.0,491875.0,,122944.0,5.32896e-05,0.1,1.434492 +1768.4,1750.802,-0.028049065,1705.6277,7880000.0,4620.0,492500.0,,123104.0,5.30336e-05,0.1,1.3536367 +1777.4,1751.2642,-0.027538495,1705.5771,7890000.0,4626.0,493125.0,,123264.0,5.27776e-05,0.1,1.4248607 +1778.0,1751.7242,-0.0266872,1705.5267,7900000.0,4632.0,493750.0,,123424.0,5.25216e-05,0.1,1.4569013 +1779.2,1752.1742,-0.027267843,1705.8442,7910000.0,4637.0,494375.0,,123584.0,5.22656e-05,0.1,1.3538473 +1780.2,1752.6362,-0.024929613,1705.7937,7920000.0,4643.0,495000.0,,123744.0,5.20096e-05,0.1,1.3590991 +1780.4,1753.0841,-0.026419055,1705.7432,7930000.0,4649.0,495625.0,,123904.0,5.17536e-05,0.1,1.3904399 +1782.6,1753.5441,-0.02778707,1706.0593,7940000.0,4654.0,496250.0,,124032.0,5.15488e-05,0.1,1.24994 +1782.6,1753.982,-0.015951963,1706.0085,7950000.0,4660.0,496875.0,,124192.0,5.12928e-05,0.1,1.4180696 +1787.0,1754.462,-0.026933825,1705.958,7960000.0,4666.0,497500.0,,124352.0,5.10368e-05,0.1,1.4950997 +1788.2,1754.9758,-0.027736709,1705.9076,7970000.0,4672.0,498125.0,,124512.0,5.07808e-05,0.1,1.4297029 +1781.8,1755.4059,-0.02224129,1705.8572,7980000.0,4678.0,498750.0,,124672.0,5.05248e-05,0.1,1.2949855 +1782.4,1755.832,-0.027082156,1705.807,7990000.0,4684.0,499375.0,,124832.0,5.02688e-05,0.1,1.3975544 +1783.6,1756.3041,-0.028295817,1705.757,8000000.0,4690.0,500000.0,,124992.0,5.00128e-05,0.1,1.4170859 +1779.4,1756.7361,-0.026762532,1705.707,8010000.0,4696.0,500625.0,,125152.0,4.97568e-05,0.1,1.4136764 +1777.6,1757.158,-0.027165439,1705.6572,8020000.0,4702.0,501250.0,,125312.0,4.95008e-05,0.1,1.3765447 +1774.8,1757.5219,-0.02145977,1705.9698,8030000.0,4707.0,501875.0,,125440.0,4.9296e-05,0.1,1.3614587 +1774.2,1757.89,-0.027552728,1705.9198,8040000.0,4713.0,502500.0,,125600.0,4.904e-05,0.1,1.5157063 +1775.0,1758.2618,-0.024967512,1706.2314,8050000.0,4718.0,503125.0,,125760.0,4.8784e-05,0.1,1.3657194 +1771.6,1758.554,-0.027575433,1706.1812,8060000.0,4724.0,503750.0,,125920.0,4.8528e-05,0.1,1.3399103 +1771.6,1758.8198,-0.026384622,1706.1311,8070000.0,4730.0,504375.0,,126080.0,4.8272e-05,0.1,1.390712 +1772.0,1759.116,-0.025649652,1706.081,8080000.0,4736.0,505000.0,,126240.0,4.8016e-05,0.1,1.4565463 +1772.2,1759.3999,-0.026162526,1706.0312,8090000.0,4742.0,505625.0,,126400.0,4.776e-05,0.1,1.4505584 +1772.6,1759.7119,-0.023544364,1705.9814,8100000.0,4748.0,506250.0,,126560.0,4.7504e-05,0.1,1.3705348 +1771.8,1760.006,-0.027079536,1706.2908,8110000.0,4753.0,506875.0,,126688.0,4.72992e-05,0.1,1.4339113 +1772.2,1760.322,-0.024757288,1706.2408,8120000.0,4759.0,507500.0,,126848.0,4.70432e-05,0.1,1.4568224 +1769.4,1760.6182,-0.028340144,1706.1909,8130000.0,4765.0,508125.0,,127008.0,4.67872e-05,0.1,1.380913 +1770.2,1760.918,-0.024940804,1706.4989,8140000.0,4770.0,508750.0,,127168.0,4.65312e-05,0.1,1.3047435 +1771.2,1761.2283,-0.0246037,1706.4489,8150000.0,4776.0,509375.0,,127328.0,4.62752e-05,0.1,1.2725791 +1772.6,1761.5381,-0.022398025,1706.399,8160000.0,4782.0,510000.0,,127488.0,4.60192e-05,0.1,1.1934762 +1772.6,1761.87,-0.026003944,1706.3492,8170000.0,4788.0,510625.0,,127648.0,4.57632e-05,0.1,1.2612646 +1773.4,1762.208,-0.025247052,1706.2996,8180000.0,4794.0,511250.0,,127808.0,4.55072e-05,0.1,1.3138666 +1772.8,1762.554,-0.025809318,1706.25,8190000.0,4800.0,511875.0,,127968.0,4.52512e-05,0.1,1.4107809 +1778.8,1762.9519,-0.022972705,1706.5557,8200000.0,4805.0,512500.0,,128096.0,4.50464e-05,0.1,1.3406392 +1779.2,1763.352,-0.023271121,1706.506,8210000.0,4811.0,513125.0,,128256.0,4.47904e-05,0.1,1.2711129 +1776.8,1763.7141,-0.024521949,1706.4563,8220000.0,4817.0,513750.0,,128416.0,4.45344e-05,0.1,1.3662695 +1768.6,1763.966,-0.025243258,1706.4069,8230000.0,4823.0,514375.0,,128576.0,4.42784e-05,0.1,1.2204387 +1771.4,1764.26,-0.024107426,1706.3574,8240000.0,4829.0,515000.0,,128736.0,4.40224e-05,0.1,1.3943748 +1767.6,1764.4979,-0.026632344,1706.3082,8250000.0,4835.0,515625.0,,128896.0,4.37664e-05,0.1,1.3223082 +1765.6,1764.718,-0.026369397,1706.259,8260000.0,4841.0,516250.0,,129056.0,4.35104e-05,0.1,1.4209764 +1765.0,1764.948,-0.026294814,1706.2101,8270000.0,4847.0,516875.0,,129216.0,4.32544e-05,0.1,1.3871953 +1768.6,1765.2119,-0.025964336,1706.5128,8280000.0,4852.0,517500.0,,129344.0,4.30496e-05,0.1,1.3086557 +1769.4,1765.484,-0.024062172,1706.1124,8290000.0,4859.0,518125.0,,129504.0,4.27936e-05,0.1,1.3564512 +1767.4,1765.6761,-0.008882982,1706.0637,8300000.0,4865.0,518750.0,,129664.0,4.25376e-05,0.1,1.3349655 +1767.6,1765.894,-0.025073484,1706.0151,8310000.0,4871.0,519375.0,,129824.0,4.22816e-05,0.1,1.4220346 +1768.2,1766.12,-0.024762478,1706.3167,8320000.0,4876.0,520000.0,,129984.0,4.20256e-05,0.1,1.3991423 +1761.8,1766.26,-0.023945723,1706.268,8330000.0,4882.0,520625.0,,130144.0,4.17696e-05,0.1,1.3263402 +1762.0,1766.4159,-0.021741593,1706.2194,8340000.0,4888.0,521250.0,,130304.0,4.15136e-05,0.1,1.321409 +1759.4,1766.5361,-0.021646857,1706.1708,8350000.0,4894.0,521875.0,,130464.0,4.12576e-05,0.1,1.3508995 +1759.0,1766.652,-0.019563079,1706.1224,8360000.0,4900.0,522500.0,,130624.0,4.10016e-05,0.1,1.2938987 +1757.0,1766.7981,-0.02240101,1706.422,8370000.0,4905.0,523125.0,,130752.0,4.07968e-05,0.1,1.352613 +1754.0,1766.9181,-0.021889508,1706.3734,8380000.0,4911.0,523750.0,,130912.0,4.05408e-05,0.1,1.2350957 +1754.4,1767.0461,-0.025452876,1706.325,8390000.0,4917.0,524375.0,,131072.0,4.02848e-05,0.1,1.411783 +1754.0,1767.1322,-0.021688748,1706.2766,8400000.0,4923.0,525000.0,,131232.0,4.00288e-05,0.1,1.3390223 +1754.6,1767.192,-0.022801286,1706.2284,8410000.0,4929.0,525625.0,,131392.0,3.97728e-05,0.1,1.3574696 +1751.6,1767.202,-0.022604771,1706.1803,8420000.0,4935.0,526250.0,,131552.0,3.95168e-05,0.1,1.3588243 +1751.8,1767.2098,-0.02387729,1706.1323,8430000.0,4941.0,526875.0,,131712.0,3.92608e-05,0.1,1.4002032 +1755.6,1767.2618,-0.024740525,1706.4294,8440000.0,4946.0,527500.0,,131872.0,3.90048e-05,0.1,1.2980024 +1764.4,1767.3721,-0.02501559,1706.3812,8450000.0,4952.0,528125.0,,132000.0,3.88e-05,0.1,1.2533828 +1765.6,1767.468,-0.023837721,1706.3333,8460000.0,4958.0,528750.0,,132160.0,3.8544e-05,0.1,1.2729323 +1773.4,1767.662,-0.0046766684,1706.2853,8470000.0,4964.0,529375.0,,132320.0,3.8288e-05,0.1,1.3401334 +1773.4,1767.8121,-0.02421346,1706.2374,8480000.0,4970.0,530000.0,,132480.0,3.8032e-05,0.1,1.2492394 +1772.8,1767.932,-0.020331167,1706.5327,8490000.0,4975.0,530625.0,,132640.0,3.7776e-05,0.1,1.2209592 +1775.0,1768.1001,-0.022425417,1706.1421,8500000.0,4982.0,531250.0,,132800.0,3.752e-05,0.1,1.3001049 +1774.6,1768.2661,-0.020805072,1706.0946,8510000.0,4988.0,531875.0,,132960.0,3.7264e-05,0.1,1.3021994 +1776.8,1768.4559,-0.020008316,1706.0472,8520000.0,4994.0,532500.0,,133120.0,3.7008e-05,0.1,1.2992251 +1776.4,1768.6321,-0.022949617,1706.0,8530000.0,5000.0,533125.0,,133280.0,3.6752e-05,0.1,1.4173213 +1773.4,1768.764,-0.024272606,1706.2937,8540000.0,5005.0,533750.0,,133408.0,3.65472e-05,0.1,1.4951367 +1776.2,1768.9363,-0.02328632,1706.2462,8550000.0,5011.0,534375.0,,133568.0,3.62912e-05,0.1,1.4618032 +1779.8,1769.14,-0.020201502,1706.199,8560000.0,5017.0,535000.0,,133728.0,3.60352e-05,0.1,1.3205549 +1776.0,1769.2661,-0.021576297,1706.1517,8570000.0,5023.0,535625.0,,133888.0,3.57792e-05,0.1,1.2726626 +1783.0,1769.47,-0.02051741,1706.1046,8580000.0,5029.0,536250.0,,134048.0,3.55232e-05,0.1,1.2344592 +1782.8,1769.63,-0.020471703,1706.0576,8590000.0,5035.0,536875.0,,134208.0,3.52672e-05,0.1,1.2317377 +1783.4,1769.7621,-0.021581212,1706.0107,8600000.0,5041.0,537500.0,,134368.0,3.50112e-05,0.1,1.2624794 +1780.6,1769.8661,-0.01835639,1705.964,8610000.0,5047.0,538125.0,,134528.0,3.47552e-05,0.1,1.3352411 +1780.0,1769.9661,-0.01692278,1706.255,8620000.0,5052.0,538750.0,,134656.0,3.45504e-05,0.1,1.1890489 +1779.2,1770.052,-0.022094091,1706.208,8630000.0,5058.0,539375.0,,134816.0,3.42944e-05,0.1,1.2374704 +1776.8,1770.114,-0.021382222,1706.1611,8640000.0,5064.0,540000.0,,134976.0,3.40384e-05,0.1,1.4165206 +1774.0,1770.16,-0.022523692,1706.1144,8650000.0,5070.0,540625.0,,135136.0,3.37824e-05,0.1,1.39009 +1773.4,1770.2382,-0.022735534,1706.4039,8660000.0,5075.0,541250.0,,135296.0,3.35264e-05,0.1,1.3389846 +1773.4,1770.3501,-0.023730682,1706.357,8670000.0,5081.0,541875.0,,135456.0,3.32704e-05,0.1,1.3039081 +1773.6,1770.4663,-0.021536766,1706.3102,8680000.0,5087.0,542500.0,,135616.0,3.30144e-05,0.1,1.2838068 +1774.0,1770.5941,-0.02076563,1706.2635,8690000.0,5093.0,543125.0,,135776.0,3.27584e-05,0.1,1.3036983 +1774.6,1770.7,-0.019598745,1706.2169,8700000.0,5099.0,543750.0,,135936.0,3.25024e-05,0.1,1.2509693 +1777.2,1770.8639,-0.0217923,1706.1704,8710000.0,5105.0,544375.0,,136064.0,3.22976e-05,0.1,1.3136327 +1771.0,1770.96,-0.018380068,1706.124,8720000.0,5111.0,545000.0,,136224.0,3.20416e-05,0.1,1.2598238 +1771.0,1771.054,-0.001200768,1706.0778,8730000.0,5117.0,545625.0,,136384.0,3.17856e-05,0.1,1.3486106 +1771.6,1771.198,-0.021941828,1706.0316,8740000.0,5123.0,546250.0,,136544.0,3.15296e-05,0.1,1.4742002 +1766.4,1771.2421,-0.023559665,1705.9856,8750000.0,5129.0,546875.0,,136704.0,3.12736e-05,0.1,1.3925498 +1766.0,1771.288,-0.02627051,1706.272,8760000.0,5134.0,547500.0,,136864.0,3.10176e-05,0.1,1.4230635 +1768.0,1771.3441,-0.018793102,1706.2257,8770000.0,5140.0,548125.0,,137024.0,3.07616e-05,0.1,1.311981 +1768.8,1771.412,-0.021400485,1706.1796,8780000.0,5146.0,548750.0,,137184.0,3.05056e-05,0.1,1.3050582 +1767.4,1771.452,-0.02276932,1706.4647,8790000.0,5151.0,549375.0,,137312.0,3.03008e-05,0.1,1.3235338 +1770.6,1771.506,-0.018762045,1706.4185,8800000.0,5157.0,550000.0,,137472.0,3.00448e-05,0.1,1.2238936 +1770.2,1771.548,-0.015682636,1706.3723,8810000.0,5163.0,550625.0,,137632.0,2.97888e-05,0.1,1.1855068 +1769.4,1771.588,-0.018609246,1706.3262,8820000.0,5169.0,551250.0,,137792.0,2.95328e-05,0.1,1.236086 +1775.2,1771.6981,-0.020022344,1706.2802,8830000.0,5175.0,551875.0,,137952.0,2.92768e-05,0.1,1.3483839 +1775.6,1771.8062,-0.024153104,1706.5637,8840000.0,5180.0,552500.0,,138112.0,2.90208e-05,0.1,1.5047371 +1775.6,1771.914,-0.017422335,1706.5176,8850000.0,5186.0,553125.0,,138272.0,2.87648e-05,0.1,1.2766981 +1780.0,1772.054,-0.020512491,1706.143,8860000.0,5193.0,553750.0,,138432.0,2.85088e-05,0.1,1.3051052 +1783.2,1772.2219,-0.020019405,1706.4255,8870000.0,5198.0,554375.0,,138592.0,2.82528e-05,0.1,1.2413901 +1777.6,1772.314,-0.018267235,1706.3798,8880000.0,5204.0,555000.0,,138720.0,2.8048e-05,0.1,1.3076534 +1776.8,1772.3079,-0.019128587,1706.334,8890000.0,5210.0,555625.0,,138880.0,2.7792e-05,0.1,1.2305479 +1776.6,1772.2937,-0.018405605,1706.2883,8900000.0,5216.0,556250.0,,139040.0,2.7536e-05,0.1,1.164058 +1776.4,1772.2657,-0.0173895,1706.5696,8910000.0,5221.0,556875.0,,139200.0,2.728e-05,0.1,1.1952662 +1776.0,1772.2239,-0.01876842,1706.5238,8920000.0,5227.0,557500.0,,139360.0,2.7024e-05,0.1,1.3241642 +1776.6,1772.1859,-0.020655632,1706.4781,8930000.0,5233.0,558125.0,,139520.0,2.6768e-05,0.1,1.4755415 +1780.6,1772.1659,-0.023910495,1706.4325,8940000.0,5239.0,558750.0,,139680.0,2.6512e-05,0.1,1.4587545 +1780.0,1772.14,-0.02233029,1706.3871,8950000.0,5245.0,559375.0,,139840.0,2.6256e-05,0.1,1.309115 +1780.0,1772.0698,-0.018423004,1706.3417,8960000.0,5251.0,560000.0,,140000.0,2.6e-05,0.1,1.3497663 +1783.6,1772.0239,-0.023012098,1706.621,8970000.0,5256.0,560625.0,,140128.0,2.57952e-05,0.1,1.2979541 +1784.6,1772.0519,-0.017464854,1706.5754,8980000.0,5262.0,561250.0,,140288.0,2.55392e-05,0.1,1.2564425 +1784.2,1772.0698,-0.014257481,1706.53,8990000.0,5268.0,561875.0,,140448.0,2.52832e-05,0.1,1.14311 +1784.0,1772.0739,-0.014990155,1706.4846,9000000.0,5274.0,562500.0,,140608.0,2.50272e-05,0.1,1.1717246 +1784.2,1772.1221,-0.01782763,1706.7627,9010000.0,5279.0,563125.0,,140768.0,2.47712e-05,0.1,1.2258471 +1785.0,1772.1959,-0.018346533,1706.7172,9020000.0,5285.0,563750.0,,140928.0,2.45152e-05,0.1,1.3922602 +1784.6,1772.294,-0.021654073,1706.6718,9030000.0,5291.0,564375.0,,141088.0,2.42592e-05,0.1,1.4232213 +1783.8,1772.39,-0.022248376,1706.6263,9040000.0,5297.0,565000.0,,141248.0,2.40032e-05,0.1,1.2722484 +1785.0,1772.4899,-0.024391143,1706.9031,9050000.0,5302.0,565625.0,,141376.0,2.37984e-05,0.1,1.5613799 +1784.8,1772.6218,-0.021062685,1706.8575,9060000.0,5308.0,566250.0,,141536.0,2.35424e-05,0.1,1.351964 +1785.2,1772.7579,-0.019142682,1706.8121,9070000.0,5314.0,566875.0,,141696.0,2.32864e-05,0.1,1.3007109 +1786.0,1772.8981,-0.015736979,1706.767,9080000.0,5320.0,567500.0,,141856.0,2.30304e-05,0.1,1.1480484 +1785.2,1773.028,-0.016555045,1707.0422,9090000.0,5325.0,568125.0,,142016.0,2.27744e-05,0.1,1.2019923 +1785.2,1773.154,-0.017883869,1706.9968,9100000.0,5331.0,568750.0,,142176.0,2.25184e-05,0.1,1.2148348 +1791.2,1773.3481,-0.016615352,1706.9514,9110000.0,5337.0,569375.0,,142336.0,2.22624e-05,0.1,1.2266221 +1790.8,1773.534,-0.018831031,1707.2257,9120000.0,5342.0,570000.0,,142496.0,2.20064e-05,0.1,1.4075903 +1791.4,1773.754,-0.02131298,1707.1803,9130000.0,5348.0,570625.0,,142656.0,2.17504e-05,0.1,1.5182692 +1789.2,1773.9441,-0.018364785,1707.1349,9140000.0,5354.0,571250.0,,142784.0,2.15456e-05,0.1,1.4035901 +1785.4,1774.086,-0.019200232,1707.0896,9150000.0,5360.0,571875.0,,142944.0,2.12896e-05,0.1,1.2659048 +1785.6,1774.216,-0.018249376,1707.3625,9160000.0,5365.0,572500.0,,143104.0,2.10336e-05,0.1,1.2710805 +1783.6,1774.3259,-0.01664154,1707.317,9170000.0,5371.0,573125.0,,143264.0,2.07776e-05,0.1,1.2291346 +1784.0,1774.4319,-0.017300611,1707.2717,9180000.0,5377.0,573750.0,,143424.0,2.05216e-05,0.1,1.2829247 +1784.0,1774.5437,-0.01752481,1707.2264,9190000.0,5383.0,574375.0,,143584.0,2.02656e-05,0.1,1.3563762 +1784.8,1774.6039,-0.014872515,1707.1813,9200000.0,5389.0,575000.0,,143744.0,2.00096e-05,0.1,1.2797052 +1785.2,1774.6641,-0.018427214,1707.1362,9210000.0,5395.0,575625.0,,143904.0,1.97536e-05,0.1,1.3382679 +1785.6,1774.7518,-0.01833785,1707.4073,9220000.0,5400.0,576250.0,,144032.0,1.95488e-05,0.1,1.3296876 +1785.6,1774.9219,-0.019514712,1707.3622,9230000.0,5406.0,576875.0,,144192.0,1.92928e-05,0.1,1.4625291 +1785.4,1775.062,-0.019925825,1707.317,9240000.0,5412.0,577500.0,,144352.0,1.90368e-05,0.1,1.4749774 +1784.6,1775.2319,-0.018806707,1707.2721,9250000.0,5418.0,578125.0,,144512.0,1.87808e-05,0.1,1.3242651 +1782.8,1775.4039,0.0017349552,1707.2272,9260000.0,5424.0,578750.0,,144672.0,1.85248e-05,0.1,1.2630277 +1782.6,1775.5798,-0.018889824,1707.1824,9270000.0,5430.0,579375.0,,144832.0,1.82688e-05,0.1,1.308708 +1783.0,1775.7239,-0.017941125,1707.1376,9280000.0,5436.0,580000.0,,144992.0,1.80128e-05,0.1,1.2953111 +1780.6,1775.8359,-0.0049072783,1707.093,9290000.0,5442.0,580625.0,,145152.0,1.77568e-05,0.1,1.4645805 +1781.2,1775.9739,-0.016727664,1707.0485,9300000.0,5448.0,581250.0,,145312.0,1.75008e-05,0.1,1.2708838 +1781.8,1776.116,-0.017595394,1707.004,9310000.0,5454.0,581875.0,,145440.0,1.7296e-05,0.1,1.3453116 +1779.6,1776.23,0.006752798,1707.2723,9320000.0,5459.0,582500.0,,145600.0,1.704e-05,0.1,1.294033 +1777.2,1776.3839,-0.015984535,1707.2278,9330000.0,5465.0,583125.0,,145760.0,1.6784e-05,0.1,1.2825415 +1778.0,1776.544,-0.016132805,1707.1833,9340000.0,5471.0,583750.0,,145920.0,1.6528e-05,0.1,1.4553528 +1778.8,1776.7378,-0.01675586,1707.1389,9350000.0,5477.0,584375.0,,146080.0,1.6272e-05,0.1,1.3621843 +1781.2,1776.96,-0.014456639,1707.0946,9360000.0,5483.0,585000.0,,146240.0,1.6016e-05,0.1,1.3244072 +1783.2,1777.222,-0.014359163,1707.0504,9370000.0,5489.0,585625.0,,146400.0,1.576e-05,0.1,1.3339034 +1784.2,1777.524,-0.015335881,1707.0063,9380000.0,5495.0,586250.0,,146560.0,1.5504e-05,0.1,1.3290877 +1784.4,1777.8241,-0.017372575,1707.2727,9390000.0,5500.0,586875.0,,146688.0,1.52992e-05,0.1,1.3275807 +1786.6,1778.15,-0.015632633,1707.2285,9400000.0,5506.0,587500.0,,146848.0,1.50432e-05,0.1,1.3709241 +1788.2,1778.486,-0.015130434,1707.1843,9410000.0,5512.0,588125.0,,147008.0,1.47872e-05,0.1,1.2356141 +1788.4,1778.854,-0.0150464205,1707.4497,9420000.0,5517.0,588750.0,,147168.0,1.45312e-05,0.1,1.1845 +1788.6,1779.2219,-0.014903517,1707.4054,9430000.0,5523.0,589375.0,,147328.0,1.42752e-05,0.1,1.3110929 +1789.0,1779.5562,-0.01575811,1707.3612,9440000.0,5529.0,590000.0,,147488.0,1.40192e-05,0.1,1.287595 +1786.0,1779.7719,-0.01489882,1707.317,9450000.0,5535.0,590625.0,,147648.0,1.37632e-05,0.1,1.3986423 +1785.8,1779.9739,-0.017000372,1707.2731,9460000.0,5541.0,591250.0,,147808.0,1.35072e-05,0.1,1.455004 +1786.0,1780.0999,-0.015005592,1707.537,9470000.0,5546.0,591875.0,,147968.0,1.32512e-05,0.1,1.3219726 +1783.4,1780.2,-0.015833367,1707.4928,9480000.0,5552.0,592500.0,,148096.0,1.30464e-05,0.1,1.3372086 +1785.2,1780.3241,-0.0029433428,1707.4487,9490000.0,5558.0,593125.0,,148256.0,1.27904e-05,0.1,1.3608713 +1785.6,1780.43,-0.01575304,1707.7117,9500000.0,5563.0,593750.0,,148416.0,1.25344e-05,0.1,1.3300277 +1782.4,1780.5079,-0.013860747,1707.6675,9510000.0,5569.0,594375.0,,148576.0,1.22784e-05,0.1,1.1768787 +1781.2,1780.552,-0.011487974,1707.6233,9520000.0,5575.0,595000.0,,148736.0,1.20224e-05,0.1,1.273273 +1782.2,1780.61,-0.01479121,1707.5793,9530000.0,5581.0,595625.0,,148896.0,1.17664e-05,0.1,1.29193 +1785.0,1780.7261,-0.012521466,1707.5354,9540000.0,5587.0,596250.0,,149056.0,1.15104e-05,0.1,1.2593263 +1787.6,1780.8398,-0.01661096,1707.4915,9550000.0,5593.0,596875.0,,149216.0,1.12544e-05,0.1,1.3432612 +1788.0,1780.922,-0.0123932725,1707.7528,9560000.0,5598.0,597500.0,,149344.0,1.10496e-05,0.1,1.3815784 +1788.2,1781.044,-0.0118583115,1707.7087,9570000.0,5604.0,598125.0,,149504.0,1.07936e-05,0.1,1.2831961 +1787.8,1781.0919,-0.015319269,1707.6649,9580000.0,5610.0,598750.0,,149664.0,1.05376e-05,0.1,1.4884603 +1788.2,1781.146,-0.015777599,1707.6211,9590000.0,5616.0,599375.0,,149824.0,1.02816e-05,0.1,1.3570354 +1788.2,1781.1941,-0.015770867,1707.8811,9600000.0,5621.0,600000.0,,149984.0,1.00256e-05,0.1,1.2584066 +1787.6,1781.2639,-0.014088529,1707.8372,9610000.0,5627.0,600625.0,,150144.0,9.7696e-06,0.1,1.1229844 +1788.8,1781.352,-0.014086554,1707.7933,9620000.0,5633.0,601250.0,,150304.0,9.5136e-06,0.1,1.2638565 +1788.0,1781.44,-0.01263657,1707.7496,9630000.0,5639.0,601875.0,,150464.0,9.2576e-06,0.1,1.2428621 +1787.6,1781.5479,-0.013303932,1708.0085,9640000.0,5644.0,602500.0,,150624.0,9.0016e-06,0.1,1.2848847 +1787.2,1781.68,-0.010874438,1707.9646,9650000.0,5650.0,603125.0,,150752.0,8.7968e-06,0.1,1.3106675 +1786.4,1781.81,-0.011400343,1708.2228,9660000.0,5655.0,603750.0,,150912.0,8.5408e-06,0.1,1.2046347 +1786.8,1781.9441,-0.01088844,1708.1787,9670000.0,5661.0,604375.0,,151072.0,8.2848e-06,0.1,1.3972787 +1791.0,1782.1182,-0.013505786,1708.1348,9680000.0,5667.0,605000.0,,151232.0,8.0288e-06,0.1,1.2895437 +1791.2,1782.29,0.004907227,1708.091,9690000.0,5673.0,605625.0,,151392.0,7.7728e-06,0.1,1.2910583 +1791.0,1782.4541,-0.011976624,1708.0472,9700000.0,5679.0,606250.0,,151552.0,7.5168e-06,0.1,1.1849697 +1790.6,1782.588,-0.010089791,1708.0035,9710000.0,5685.0,606875.0,,151712.0,7.2608e-06,0.1,1.2008364 +1787.0,1782.7479,-0.011753223,1707.96,9720000.0,5691.0,607500.0,,151872.0,7.0048e-06,0.1,1.234859 +1790.8,1782.9458,-0.012282869,1708.2163,9730000.0,5696.0,608125.0,,152000.0,6.8e-06,0.1,1.2285682 +1786.8,1783.0978,-0.0113921985,1708.1726,9740000.0,5702.0,608750.0,,152160.0,6.544e-06,0.1,1.3238223 +1789.0,1783.3239,-0.0118737025,1708.1289,9750000.0,5708.0,609375.0,,152320.0,6.288e-06,0.1,1.2843974 +1788.2,1783.5459,-0.011938381,1708.0854,9760000.0,5714.0,610000.0,,152480.0,6.032e-06,0.1,1.358798 +1788.8,1783.7539,-0.011395535,1708.042,9770000.0,5720.0,610625.0,,152640.0,5.776e-06,0.1,1.3369268 +1789.0,1783.956,-0.013614889,1707.9987,9780000.0,5726.0,611250.0,,152800.0,5.52e-06,0.1,1.421669 +1789.6,1784.1779,-0.01204287,1707.9553,9790000.0,5732.0,611875.0,,152960.0,5.264e-06,0.1,1.294997 +1789.4,1784.3661,-0.008486823,1707.9121,9800000.0,5738.0,612500.0,,153120.0,5.008e-06,0.1,1.2929862 +1789.6,1784.56,-0.008454257,1707.8691,9810000.0,5744.0,613125.0,,153280.0,4.752e-06,0.1,1.2317798 +1790.4,1784.77,-0.009934187,1708.1232,9820000.0,5749.0,613750.0,,153408.0,4.5472e-06,0.1,1.2937415 +1791.2,1784.9302,-0.010601042,1708.08,9830000.0,5755.0,614375.0,,153568.0,4.2912e-06,0.1,1.2452214 +1791.0,1785.0841,-0.0074746204,1708.0367,9840000.0,5761.0,615000.0,,153728.0,4.0352e-06,0.1,1.2692208 +1790.6,1785.234,-0.010669495,1707.9938,9850000.0,5767.0,615625.0,,153888.0,3.7792e-06,0.1,1.2717726 +1791.0,1785.3439,-0.008177923,1707.9508,9860000.0,5773.0,616250.0,,154048.0,3.5232e-06,0.1,1.3116237 +1789.8,1785.4098,-0.009552673,1708.2035,9870000.0,5778.0,616875.0,,154208.0,3.2672e-06,0.1,1.3376571 +1790.8,1785.5419,-0.012023079,1708.1604,9880000.0,5784.0,617500.0,,154368.0,3.0112e-06,0.1,1.3530543 +1791.4,1785.6881,-0.007649408,1708.1174,9890000.0,5790.0,618125.0,,154528.0,2.7552e-06,0.1,1.3092521 +1790.8,1785.83,-0.010246014,1708.3693,9900000.0,5795.0,618750.0,,154656.0,2.5504e-06,0.1,1.3387955 +1790.2,1785.968,-0.005787868,1708.3262,9910000.0,5801.0,619375.0,,154816.0,2.2944e-06,0.1,1.2383758 +1793.0,1786.1382,-0.008560166,1708.2831,9920000.0,5807.0,620000.0,,154976.0,2.0384e-06,0.1,1.2911687 +1795.4,1786.326,-0.006616272,1708.2401,9930000.0,5813.0,620625.0,,155136.0,1.7824e-06,0.1,1.3438394 +1795.2,1786.4722,-0.009508216,1708.1973,9940000.0,5819.0,621250.0,,155296.0,1.5264e-06,0.1,1.2995799 +1797.4,1786.6461,-0.00623543,1708.1545,9950000.0,5825.0,621875.0,,155456.0,1.2704e-06,0.1,1.264319 +1797.8,1786.8241,-0.0065819547,1708.1118,9960000.0,5831.0,622500.0,,155616.0,1.0144e-06,0.1,1.2510984 +1801.8,1787.0061,-0.007957089,1708.0692,9970000.0,5837.0,623125.0,,155776.0,7.584e-07,0.1,1.4598501 +1800.2,1787.162,-0.0076545374,1708.3191,9980000.0,5842.0,623750.0,,155936.0,5.024e-07,0.1,1.3269039 +1801.2,1787.3319,-0.008302198,1708.2764,9990000.0,5848.0,624375.0,,156064.0,2.976e-07,0.1,1.3513333 +1800.8,1787.5,-0.0071021365,1708.2336,10000000.0,5854.0,625000.0,,156224.0,4.16e-08,0.1,1.2979145 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_df_train.csv b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..e986c908eed450cf78acf3c4741de19ba7cfb68d --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_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 +69.09091,69.09091,-0.018485162,476.1905,10000.0,21.0,625.0,,128.0,0.0002497952,0.1,2.8608696 +110.90909,90.0,-0.0250594,769.2308,20000.0,26.0,1250.0,,288.0,0.0002495392,0.1,2.8379898 +148.64865,109.54955,-0.031548057,937.5,30000.0,32.0,1875.0,,448.0,0.0002492832,0.1,2.8136098 +155.65218,121.07521,-0.031250585,1025.641,40000.0,39.0,2500.0,,608.0,0.0002490272,0.1,2.790763 +185.76271,134.01271,-0.030126471,1111.1111,50000.0,45.0,3125.0,,768.0,0.0002487712,0.1,2.7556047 +199.42029,144.91397,-0.031102061,1176.4706,60000.0,51.0,3750.0,,928.0,0.0002485152,0.1,2.730812 +215.38461,154.9812,-0.03136817,1250.0,70000.0,56.0,4375.0,,1088.0,0.0002482592,0.1,2.712683 +225.81395,163.8353,-0.02479022,1290.3226,80000.0,62.0,5000.0,,1248.0,0.0002480032,0.1,2.678421 +234.68085,171.70703,-0.031108286,1343.2836,90000.0,67.0,5625.0,,1376.0,0.0002477984,0.1,2.6852105 +258.8,180.41634,-0.0307346,1369.863,100000.0,73.0,6250.0,,1536.0,0.0002475424,0.1,2.6283455 +273.2,188.85121,-0.030704986,1410.2565,110000.0,78.0,6875.0,,1696.0,0.0002472864,0.1,2.6279616 +304.2,198.46361,-0.031945467,1428.5714,120000.0,84.0,7500.0,,1856.0,0.0002470304,0.1,2.5876403 +317.6,207.62794,-0.033381194,1444.4445,130000.0,90.0,8125.0,,2016.0,0.0002467744,0.1,2.6290302 +331.6,216.48311,-0.03431671,1473.6842,140000.0,95.0,8750.0,,2176.0,0.0002465184,0.1,2.6096718 +348.6,225.29091,-0.027160864,1485.1486,150000.0,101.0,9375.0,,2336.0,0.0002462624,0.1,2.5992 +361.4,233.7977,-0.03073934,1509.434,160000.0,106.0,10000.0,,2496.0,0.0002460064,0.1,2.579285 +370.6,241.8449,-0.03344321,1531.5315,170000.0,111.0,10625.0,,2656.0,0.0002457504,0.1,2.605811 +385.0,249.79796,-0.030445224,1551.7241,180000.0,116.0,11250.0,,2784.0,0.0002455456,0.1,2.5462313 +407.8,258.11386,-0.036179405,1557.3771,190000.0,122.0,11875.0,,2944.0,0.0002452896,0.1,2.5399847 +407.8,265.59814,-0.03491113,1562.5,200000.0,128.0,12500.0,,3104.0,0.0002450336,0.1,2.5452523 +412.2,272.5792,-0.035598595,1578.9474,210000.0,133.0,13125.0,,3264.0,0.0002447776,0.1,2.5342348 +419.2,279.24377,-0.037197717,1582.7338,220000.0,139.0,13750.0,,3424.0,0.0002445216,0.1,2.522901 +427.6,285.69406,-0.035914335,1586.2069,230000.0,145.0,14375.0,,3584.0,0.0002442656,0.1,2.522756 +442.4,292.22348,-0.03955282,1589.4039,240000.0,151.0,15000.0,,3744.0,0.0002440096,0.1,2.510294 +444.0,298.29453,-0.033207197,1602.5641,250000.0,156.0,15625.0,,3904.0,0.0002437536,0.1,2.5011296 +451.2,304.1755,-0.02441072,1614.9069,260000.0,161.0,16250.0,,4032.0,0.0002435488,0.1,2.5098572 +449.6,309.56158,-0.036203906,1616.7665,270000.0,167.0,16875.0,,4192.0,0.0002432928,0.1,2.4875715 +452.6,314.6701,-0.03061615,1627.907,280000.0,172.0,17500.0,,4352.0,0.0002430368,0.1,2.4848151 +461.6,319.73663,-0.037884053,1629.2135,290000.0,178.0,18125.0,,4512.0,0.0002427808,0.1,2.437477 +467.2,324.65207,-0.031720188,1630.4348,300000.0,184.0,18750.0,,4672.0,0.0002425248,0.1,2.479271 +471.6,329.39233,-0.033329632,1631.579,310000.0,190.0,19375.0,,4832.0,0.0002422688,0.1,2.4037356 +473.8,333.90512,-0.036020264,1632.6531,320000.0,196.0,20000.0,,4992.0,0.0002420128,0.1,2.4225874 +473.8,338.14435,-0.033602998,1633.6633,330000.0,202.0,20625.0,,5152.0,0.0002417568,0.1,2.4254837 +475.4,342.1813,-0.03566553,1634.6154,340000.0,208.0,21250.0,,5312.0,0.0002415008,0.1,2.397071 +484.0,346.23325,-0.03821826,1643.1925,350000.0,213.0,21875.0,,5440.0,0.000241296,0.1,2.411302 +503.6,350.60455,-0.03957894,1643.8356,360000.0,219.0,22500.0,,5600.0,0.00024104,0.1,2.4441228 +514.4,355.03146,-0.03830491,1644.4445,370000.0,225.0,23125.0,,5760.0,0.000240784,0.1,2.4621701 +513.4,359.19907,-0.03963827,1652.174,380000.0,230.0,23750.0,,5920.0,0.000240528,0.1,2.392353 +518.8,363.29138,-0.037501603,1652.5424,390000.0,236.0,24375.0,,6080.0,0.000240272,0.1,2.4326632 +528.8,367.4291,-0.04058399,1652.8926,400000.0,242.0,25000.0,,6240.0,0.000240016,0.1,2.4837399 +535.8,371.5357,-0.036737792,1653.2258,410000.0,248.0,25625.0,,6400.0,0.00023976,0.1,2.4781225 +539.4,375.53247,-0.032162204,1653.5433,420000.0,254.0,26250.0,,6560.0,0.000239504,0.1,2.4322934 +550.2,379.5945,-0.03295305,1660.2317,430000.0,259.0,26875.0,,6688.0,0.0002392992,0.1,2.4230444 +563.8,383.78104,-0.037277743,1660.3773,440000.0,265.0,27500.0,,6848.0,0.0002390432,0.1,2.4631236 +578.0,388.09702,-0.038269375,1660.5166,450000.0,271.0,28125.0,,7008.0,0.0002387872,0.1,2.44199 +583.0,392.334,-0.040720787,1666.6666,460000.0,276.0,28750.0,,7168.0,0.0002385312,0.1,2.3522842 +593.2,396.60776,-0.0374892,1666.6666,470000.0,282.0,29375.0,,7328.0,0.0002382752,0.1,2.3748467 +601.8,400.88257,-0.03466892,1672.4739,480000.0,287.0,30000.0,,7488.0,0.0002380192,0.1,2.3389359 +601.0,404.96658,-0.037386086,1672.355,490000.0,293.0,30625.0,,7648.0,0.0002377632,0.1,2.3391247 +604.4,408.95526,-0.038007483,1677.8523,500000.0,298.0,31250.0,,7808.0,0.0002375072,0.1,2.3080573 +615.8,413.01108,-0.035351433,1677.6316,510000.0,304.0,31875.0,,7968.0,0.0002372512,0.1,2.365928 +621.6,417.0224,-0.03578319,1682.8479,520000.0,309.0,32500.0,,8096.0,0.0002370464,0.1,2.3447995 +625.0,420.9465,-0.035899743,1682.5397,530000.0,315.0,33125.0,,8256.0,0.0002367904,0.1,2.3805387 +624.6,424.71783,-0.036720864,1682.243,540000.0,321.0,33750.0,,8416.0,0.0002365344,0.1,2.3495097 +622.8,428.31937,-0.035749037,1687.1166,550000.0,326.0,34375.0,,8576.0,0.0002362784,0.1,2.3655415 +636.6,432.03864,-0.03961749,1686.747,560000.0,332.0,35000.0,,8736.0,0.0002360224,0.1,2.3411393 +644.4,435.76428,-0.033863142,1686.3905,570000.0,338.0,35625.0,,8896.0,0.0002357664,0.1,2.3692122 +649.4,439.44766,-0.040843204,1690.9622,580000.0,343.0,36250.0,,9056.0,0.0002355104,0.1,2.3619332 +643.8,442.9113,-0.04050056,1690.5444,590000.0,349.0,36875.0,,9216.0,0.0002352544,0.1,2.3403382 +645.8,446.2928,-0.042555712,1690.1409,600000.0,355.0,37500.0,,9344.0,0.0002350496,0.1,2.243947 +647.6,449.5929,-0.040623646,1689.7507,610000.0,361.0,38125.0,,9504.0,0.0002347936,0.1,2.3246973 +647.6,452.78653,-0.03981156,1689.3733,620000.0,367.0,38750.0,,9664.0,0.0002345376,0.1,2.3353343 +656.8,456.02487,-0.03823214,1689.008,630000.0,373.0,39375.0,,9824.0,0.0002342816,0.1,2.3400345 +659.0,459.19632,-0.04094423,1693.1217,640000.0,378.0,40000.0,,9984.0,0.0002340256,0.1,2.357167 +660.6,462.29483,-0.03340804,1692.7084,650000.0,384.0,40625.0,,10144.0,0.0002337696,0.1,2.3264096 +666.2,465.38428,-0.041235916,1696.6581,660000.0,389.0,41250.0,,10304.0,0.0002335136,0.1,2.2991085 +663.4,468.33975,-0.032575987,1696.2025,670000.0,395.0,41875.0,,10464.0,0.0002332576,0.1,2.3651378 +665.8,471.2436,-0.040991683,1695.7606,680000.0,401.0,42500.0,,10624.0,0.0002330016,0.1,2.2797513 +670.8,474.13574,-0.036853164,1699.5074,690000.0,406.0,43125.0,,10752.0,0.0002327968,0.1,2.265327 +676.8,477.0309,-0.037446834,1699.0292,700000.0,412.0,43750.0,,10912.0,0.0002325408,0.1,2.28257 +678.6,479.86993,-0.03948656,1698.5646,710000.0,418.0,44375.0,,11072.0,0.0002322848,0.1,2.2820978 +675.4,482.5856,-0.038445443,1702.1277,720000.0,423.0,45000.0,,11232.0,0.0002320288,0.1,2.2156377 +679.4,485.28168,-0.038577218,1701.6317,730000.0,429.0,45625.0,,11392.0,0.0002317728,0.1,2.218059 +679.2,487.9022,-0.026787566,1701.1494,740000.0,435.0,46250.0,,11552.0,0.0002315168,0.1,2.2179136 +677.2,490.42615,-0.033623625,1700.6803,750000.0,441.0,46875.0,,11712.0,0.0002312608,0.1,2.1340215 +675.0,492.85474,-0.03293266,1704.0359,760000.0,446.0,47500.0,,11872.0,0.0002310048,0.1,2.1018648 +675.6,495.2281,-0.040399417,1707.317,770000.0,451.0,48125.0,,12000.0,0.0002308,0.1,2.133873 +679.8,497.5944,-0.029163845,1706.7833,780000.0,457.0,48750.0,,12160.0,0.000230544,0.1,2.1626492 +679.6,499.8983,-0.04159686,1706.2635,790000.0,463.0,49375.0,,12320.0,0.000230288,0.1,2.1924777 +680.8,502.15952,-0.035263803,1709.4017,800000.0,468.0,50000.0,,12480.0,0.000230032,0.1,2.2051988 +676.8,504.31558,-0.037603714,1708.8607,810000.0,474.0,50625.0,,12640.0,0.000229776,0.1,2.2337303 +675.4,506.40198,-0.040156685,1711.8998,820000.0,479.0,51250.0,,12800.0,0.00022952,0.1,2.2986605 +676.0,508.4453,-0.041371685,1711.3402,830000.0,485.0,51875.0,,12960.0,0.000229264,0.1,2.29773 +679.8,510.48526,-0.03231858,1710.7943,840000.0,491.0,52500.0,,13120.0,0.000229008,0.1,2.2897604 +683.0,512.51483,-0.036699615,1713.7097,850000.0,496.0,53125.0,,13280.0,0.000228752,0.1,2.3388703 +680.2,514.46466,-0.04002515,1716.5669,860000.0,501.0,53750.0,,13408.0,0.0002285472,0.1,2.2970405 +688.2,516.4616,-0.039763507,1715.9763,870000.0,507.0,54375.0,,13568.0,0.0002282912,0.1,2.2220893 +689.8,518.4314,-0.029508773,1718.75,880000.0,512.0,55000.0,,13728.0,0.0002280352,0.1,2.255215 +689.2,520.3501,-0.037376624,1718.1467,890000.0,518.0,55625.0,,13888.0,0.0002277792,0.1,2.253279 +691.6,522.2529,-0.041187987,1717.5573,900000.0,524.0,56250.0,,14048.0,0.0002275232,0.1,2.197072 +697.8,524.182,-0.03529966,1720.2268,910000.0,529.0,56875.0,,14208.0,0.0002272672,0.1,2.2115326 +702.2,526.117,-0.03903507,1719.6262,920000.0,535.0,57500.0,,14368.0,0.0002270112,0.1,2.1237218 +702.6,528.01465,-0.030262426,1722.2222,930000.0,540.0,58125.0,,14528.0,0.0002267552,0.1,2.1964946 +705.6,529.9039,-0.037244868,1721.6117,940000.0,546.0,58750.0,,14656.0,0.0002265504,0.1,2.2696452 +703.8,531.7344,-0.040506598,1724.138,950000.0,551.0,59375.0,,14816.0,0.0002262944,0.1,2.224852 +699.2,533.4788,-0.038447294,1723.5188,960000.0,557.0,60000.0,,14976.0,0.0002260384,0.1,2.22158 +697.2,535.1666,-0.037806824,1722.913,970000.0,563.0,60625.0,,15136.0,0.0002257824,0.1,2.2360973 +689.4,536.7404,-0.037301164,1722.3198,980000.0,569.0,61250.0,,15296.0,0.0002255264,0.1,2.1895056 +689.8,538.2865,-0.041402485,1721.7391,990000.0,575.0,61875.0,,15456.0,0.0002252704,0.1,2.2520895 +687.0,539.7736,-0.040127877,1724.138,1000000.0,580.0,62500.0,,15616.0,0.0002250144,0.1,2.1852493 +682.4,545.9067,-0.040883075,1723.5494,1010000.0,586.0,63125.0,,15776.0,0.0002247584,0.1,2.1998556 +675.0,551.5476,-0.037417255,1722.973,1020000.0,592.0,63750.0,,15936.0,0.0002245024,0.1,2.1461625 +672.2,556.78314,-0.03783524,1725.2931,1030000.0,597.0,64375.0,,16064.0,0.0002242976,0.1,2.2173827 +675.6,561.9826,-0.036865477,1724.7098,1040000.0,603.0,65000.0,,16224.0,0.0002240416,0.1,2.0925753 +679.4,566.919,-0.038717642,1726.9736,1050000.0,608.0,65625.0,,16384.0,0.0002237856,0.1,2.2330933 +683.8,571.7628,-0.038727425,1726.3844,1060000.0,614.0,66250.0,,16544.0,0.0002235296,0.1,2.1587229 +688.4,576.4929,-0.04026159,1728.5945,1070000.0,619.0,66875.0,,16704.0,0.0002232736,0.1,2.2071004 +695.6,581.1908,-0.037557367,1728.0,1080000.0,625.0,67500.0,,16864.0,0.0002230176,0.1,2.1992974 +694.2,585.786,-0.04047751,1727.4167,1090000.0,631.0,68125.0,,17024.0,0.0002227616,0.1,2.168817 +693.8,590.136,-0.034681223,1729.5597,1100000.0,636.0,68750.0,,17184.0,0.0002225056,0.1,2.2595444 +697.6,594.38007,-0.036830213,1731.6693,1110000.0,641.0,69375.0,,17312.0,0.0002223008,0.1,2.2177532 +696.2,598.3,-0.03751976,1731.0664,1120000.0,647.0,70000.0,,17472.0,0.0002220448,0.1,2.2457252 +697.8,602.10205,-0.03981364,1730.4747,1130000.0,653.0,70625.0,,17632.0,0.0002217888,0.1,2.243633 +699.2,605.778,-0.03795574,1729.8938,1140000.0,659.0,71250.0,,17792.0,0.0002215328,0.1,2.2887802 +712.8,609.42,-0.04029564,1729.3234,1150000.0,665.0,71875.0,,17952.0,0.0002212768,0.1,2.2075377 +718.4,612.99,-0.038524307,1728.7631,1160000.0,671.0,72500.0,,18112.0,0.0002210208,0.1,2.2926233 +725.2,616.53595,-0.035160378,1730.7693,1170000.0,676.0,73125.0,,18272.0,0.0002207648,0.1,2.2344494 +732.0,620.006,-0.042634163,1730.2053,1180000.0,682.0,73750.0,,18432.0,0.0002205088,0.1,2.211317 +735.4,623.282,-0.03528853,1732.1688,1190000.0,687.0,74375.0,,18592.0,0.0002202528,0.1,2.1644397 +739.8,626.602,-0.0377702,1734.104,1200000.0,692.0,75000.0,,18720.0,0.000220048,0.1,2.2253342 +750.4,629.984,-0.041758593,1736.0115,1210000.0,697.0,75625.0,,18880.0,0.000219792,0.1,2.1430137 +759.6,633.388,-0.040955998,1735.4197,1220000.0,703.0,76250.0,,19040.0,0.000219536,0.1,2.1204805 +766.6,636.7781,-0.0331403,1734.8378,1230000.0,709.0,76875.0,,19200.0,0.00021928,0.1,2.1686172 +762.6,639.98004,-0.037281692,1734.2657,1240000.0,715.0,77500.0,,19360.0,0.000219024,0.1,2.1809938 +758.8,643.1281,-0.036319997,1736.1111,1250000.0,720.0,78125.0,,19520.0,0.000218768,0.1,2.1555734 +758.2,646.19806,-0.036682446,1735.5372,1260000.0,726.0,78750.0,,19680.0,0.000218512,0.1,2.1537666 +754.8,649.25006,-0.03953452,1737.3461,1270000.0,731.0,79375.0,,19840.0,0.000218256,0.1,2.0774999 +751.6,652.24005,-0.03086053,1736.7708,1280000.0,737.0,80000.0,,20000.0,0.000218,0.1,1.9463605 +748.8,655.11206,-0.036598783,1738.5444,1290000.0,742.0,80625.0,,20128.0,0.0002177952,0.1,2.083436 +748.8,657.92804,-0.04280107,1740.2946,1300000.0,747.0,81250.0,,20288.0,0.0002175392,0.1,2.1409893 +747.8,660.69,-0.039296985,1739.7079,1310000.0,753.0,81875.0,,20448.0,0.0002172832,0.1,2.1915674 +749.6,663.44806,-0.040427487,1741.4248,1320000.0,758.0,82500.0,,20608.0,0.0002170272,0.1,2.198418 +756.4,666.27405,-0.04130455,1743.1193,1330000.0,763.0,83125.0,,20768.0,0.0002167712,0.1,2.175955 +758.6,669.1061,-0.03401581,1744.7916,1340000.0,768.0,83750.0,,20928.0,0.0002165152,0.1,2.1359577 +761.6,671.882,-0.040369336,1744.186,1350000.0,774.0,84375.0,,21088.0,0.0002162592,0.1,2.0820136 +758.4,674.43,-0.036376514,1745.828,1360000.0,779.0,85000.0,,21248.0,0.0002160032,0.1,2.0454597 +757.6,676.86206,-0.037246868,1747.449,1370000.0,784.0,85625.0,,21376.0,0.0002157984,0.1,2.1285748 +760.2,679.3301,-0.03479992,1746.8354,1380000.0,790.0,86250.0,,21536.0,0.0002155424,0.1,2.14185 +758.0,681.72205,-0.043327168,1748.4276,1390000.0,795.0,86875.0,,21696.0,0.0002152864,0.1,2.2665505 +760.0,684.03406,-0.03959234,1750.0,1400000.0,800.0,87500.0,,21856.0,0.0002150304,0.1,2.2664597 +760.4,686.2801,-0.038554557,1749.3796,1410000.0,806.0,88125.0,,22016.0,0.0002147744,0.1,2.1536765 +754.4,688.43,-0.042240944,1750.9248,1420000.0,811.0,88750.0,,22176.0,0.0002145184,0.1,2.1311789 +753.8,690.46594,-0.041610233,1752.4509,1430000.0,816.0,89375.0,,22336.0,0.0002142624,0.1,2.2273893 +760.0,692.428,-0.038392268,1751.8248,1440000.0,822.0,90000.0,,22496.0,0.0002140064,0.1,2.199018 +760.8,694.2559,-0.034882523,1753.3253,1450000.0,827.0,90625.0,,22656.0,0.0002137504,0.1,2.1945162 +764.0,696.0659,-0.038734667,1754.8077,1460000.0,832.0,91250.0,,22784.0,0.0002135456,0.1,2.303391 +762.8,697.76196,-0.043106705,1754.1766,1470000.0,838.0,91875.0,,22944.0,0.0002132896,0.1,2.2350597 +770.0,699.444,-0.037511613,1755.6346,1480000.0,843.0,92500.0,,23104.0,0.0002130336,0.1,2.2485247 +770.6,701.14,-0.04194229,1757.0754,1490000.0,848.0,93125.0,,23264.0,0.0002127776,0.1,2.2042747 +769.0,702.786,-0.034527466,1756.4403,1500000.0,854.0,93750.0,,23424.0,0.0002125216,0.1,2.2584717 +768.4,704.312,-0.040094055,1757.858,1510000.0,859.0,94375.0,,23584.0,0.0002122656,0.1,2.2738235 +768.4,705.78,-0.043206204,1757.2255,1520000.0,865.0,95000.0,,23744.0,0.0002120096,0.1,2.2622843 +761.6,707.146,-0.039955247,1758.6207,1530000.0,870.0,95625.0,,23904.0,0.0002117536,0.1,2.256688 +758.2,708.48193,-0.040568568,1762.0137,1540000.0,874.0,96250.0,,24032.0,0.0002115488,0.1,2.2268379 +756.6,709.82007,-0.034427125,1761.3636,1550000.0,880.0,96875.0,,24192.0,0.0002112928,0.1,2.2326813 +756.4,711.01807,-0.04109138,1762.7119,1560000.0,885.0,97500.0,,24352.0,0.0002110368,0.1,2.2726665 +752.0,712.09406,-0.031523444,1762.0651,1570000.0,891.0,98125.0,,24512.0,0.0002107808,0.1,2.2312098 +745.4,713.05396,-0.0338943,1761.427,1580000.0,897.0,98750.0,,24672.0,0.0002105248,0.1,2.209216 +744.2,714.058,-0.037415482,1760.7974,1590000.0,903.0,99375.0,,24832.0,0.0002102688,0.1,2.1738582 +735.8,714.95795,-0.043062646,1762.1145,1600000.0,908.0,100000.0,,24992.0,0.0002100128,0.1,2.1911478 +735.4,715.83594,-0.03509889,1761.4879,1610000.0,914.0,100625.0,,25152.0,0.0002097568,0.1,2.187809 +735.8,716.7179,-0.04113578,1762.7856,1620000.0,919.0,101250.0,,25312.0,0.0002095008,0.1,2.2494729 +736.8,717.5179,-0.035297208,1764.0692,1630000.0,924.0,101875.0,,25440.0,0.000209296,0.1,2.3038034 +739.0,718.3179,-0.0308442,1765.3391,1640000.0,929.0,102500.0,,25600.0,0.00020904,0.1,2.2954993 +741.6,719.12787,-0.04793811,1764.7059,1650000.0,935.0,103125.0,,25760.0,0.000208784,0.1,2.2684116 +738.2,719.84796,-0.036025275,1765.9574,1660000.0,940.0,103750.0,,25920.0,0.000208528,0.1,2.2465801 +733.4,720.548,-0.03380511,1767.1958,1670000.0,945.0,104375.0,,26080.0,0.000208272,0.1,2.2329683 +724.6,721.136,-0.033631966,1766.5615,1680000.0,951.0,105000.0,,26240.0,0.000208016,0.1,2.260478 +723.0,721.65796,-0.04279705,1765.9352,1690000.0,957.0,105625.0,,26400.0,0.00020776,0.1,2.248313 +723.2,722.122,-0.043516528,1765.3168,1700000.0,963.0,106250.0,,26560.0,0.000207504,0.1,2.2344303 +716.4,722.5,-0.0449498,1766.5289,1710000.0,968.0,106875.0,,26688.0,0.0002072992,0.1,2.104163 +718.4,722.93,-0.043660756,1765.9138,1720000.0,974.0,107500.0,,26848.0,0.0002070432,0.1,2.1779308 +720.2,723.33795,-0.0362188,1763.5066,1730000.0,981.0,108125.0,,27008.0,0.0002067872,0.1,2.271992 +714.8,723.6939,-0.038124267,1762.918,1740000.0,987.0,108750.0,,27168.0,0.0002065312,0.1,2.298137 +711.0,724.032,-0.030389491,1762.3363,1750000.0,993.0,109375.0,,27328.0,0.0002062752,0.1,2.2464006 +707.2,724.35406,-0.03121494,1761.7617,1760000.0,999.0,110000.0,,27488.0,0.0002060192,0.1,2.2905521 +710.6,724.704,-0.041238718,1759.4434,1770000.0,1006.0,110625.0,,27648.0,0.0002057632,0.1,2.217997 +711.0,725.016,-0.043208275,1758.8933,1780000.0,1012.0,111250.0,,27808.0,0.0002055072,0.1,2.29565 +712.8,725.348,-0.042294417,1758.3497,1790000.0,1018.0,111875.0,,27968.0,0.0002052512,0.1,2.1594367 +701.0,725.55,-0.039810207,1757.8125,1800000.0,1024.0,112500.0,,28096.0,0.0002050464,0.1,2.2487698 +698.8,725.7699,-0.042862184,1757.2815,1810000.0,1030.0,113125.0,,28256.0,0.0002047904,0.1,2.2535255 +694.8,725.9639,-0.03504676,1756.7567,1820000.0,1036.0,113750.0,,28416.0,0.0002045344,0.1,2.2265258 +694.0,726.1439,-0.036309045,1756.238,1830000.0,1042.0,114375.0,,28576.0,0.0002042784,0.1,2.2359726 +698.6,726.332,-0.033673313,1754.0515,1840000.0,1049.0,115000.0,,28736.0,0.0002040224,0.1,2.1835067 +698.8,726.4899,-0.027629247,1753.5544,1850000.0,1055.0,115625.0,,28896.0,0.0002037664,0.1,2.1509209 +703.6,726.724,-0.032079414,1753.0631,1860000.0,1061.0,116250.0,,29056.0,0.0002035104,0.1,2.197252 +703.4,726.8759,-0.034455575,1750.9363,1870000.0,1068.0,116875.0,,29216.0,0.0002032544,0.1,2.0563912 +698.8,726.96594,-0.030383373,1750.4656,1880000.0,1074.0,117500.0,,29344.0,0.0002030496,0.1,2.0835552 +706.2,727.1359,-0.032353852,1750.0,1890000.0,1080.0,118125.0,,29504.0,0.0002027936,0.1,2.1331108 +706.8,727.2879,-0.034536444,1749.5396,1900000.0,1086.0,118750.0,,29664.0,0.0002025376,0.1,2.11103 +709.4,727.404,-0.028670546,1749.0842,1910000.0,1092.0,119375.0,,29824.0,0.0002022816,0.1,2.1399846 +712.8,727.50995,-0.036152966,1748.6339,1920000.0,1098.0,120000.0,,29984.0,0.0002020256,0.1,2.030333 +723.6,727.72,-0.01915256,1748.1884,1930000.0,1104.0,120625.0,,30144.0,0.0002017696,0.1,2.1018958 +721.4,727.87787,-0.030979242,1747.7478,1940000.0,1110.0,121250.0,,30304.0,0.0002015136,0.1,2.0172725 +724.6,728.086,-0.022382218,1747.3118,1950000.0,1116.0,121875.0,,30464.0,0.0002012576,0.1,2.0753589 +731.0,728.404,-0.025186155,1745.3251,1960000.0,1123.0,122500.0,,30624.0,0.0002010016,0.1,2.0103037 +740.0,728.83203,-0.02561097,1746.4539,1970000.0,1128.0,123125.0,,30752.0,0.0002007968,0.1,1.9830627 +733.2,729.2701,-0.020250555,1744.4934,1980000.0,1135.0,123750.0,,30912.0,0.0002005408,0.1,1.8807683 +751.6,729.88806,-0.008324785,1744.0841,1990000.0,1141.0,124375.0,,31072.0,0.0002002848,0.1,1.9038527 +743.2,730.4501,-0.0144413635,1743.6792,2000000.0,1147.0,125000.0,,31232.0,0.0002000288,0.1,1.8259141 +752.4,731.1501,-0.02096469,1743.2784,2010000.0,1153.0,125625.0,,31392.0,0.0001997728,0.1,1.8912086 +756.8,731.96796,-0.019345468,1742.8818,2020000.0,1159.0,126250.0,,31552.0,0.0001995168,0.1,1.8029654 +779.2,733.038,-0.011841144,1742.4893,2030000.0,1165.0,126875.0,,31712.0,0.0001992608,0.1,2.0070364 +790.8,734.18994,-0.016976487,1740.6144,2040000.0,1172.0,127500.0,,31872.0,0.0001990048,0.1,1.9229869 +804.6,735.44196,-0.01934544,1741.7162,2050000.0,1177.0,128125.0,,32000.0,0.0001988,0.1,1.898668 +812.2,736.726,-0.01939231,1739.8649,2060000.0,1184.0,128750.0,,32160.0,0.000198544,0.1,1.7173636 +828.6,738.128,-0.006561029,1739.4958,2070000.0,1190.0,129375.0,,32320.0,0.000198288,0.1,1.8431478 +840.8,739.58,-0.02421092,1739.1305,2080000.0,1196.0,130000.0,,32480.0,0.000198032,0.1,1.8276746 +853.6,741.174,-0.023613952,1738.7687,2090000.0,1202.0,130625.0,,32640.0,0.000197776,0.1,1.72811 +878.8,743.0239,-0.014526678,1738.4106,2100000.0,1208.0,131250.0,,32800.0,0.00019752,0.1,1.9423108 +896.8,745.0159,-0.030994805,1736.6255,2110000.0,1215.0,131875.0,,32960.0,0.000197264,0.1,1.8997669 +902.8,747.08185,-0.006497329,1736.2817,2120000.0,1221.0,132500.0,,33120.0,0.000197008,0.1,1.8065867 +923.2,749.33594,-0.0053084465,1735.9413,2130000.0,1227.0,133125.0,,33280.0,0.000196752,0.1,1.7409127 +937.8,751.72186,-0.007925913,1735.6042,2140000.0,1233.0,133750.0,,33408.0,0.0001965472,0.1,1.7325591 +948.6,754.08,-0.028747937,1735.2704,2150000.0,1239.0,134375.0,,33568.0,0.0001962912,0.1,1.6702151 +971.0,756.606,-0.0091033485,1734.9398,2160000.0,1245.0,135000.0,,33728.0,0.0001960352,0.1,1.7542334 +994.2,759.296,-0.011800542,1733.2268,2170000.0,1252.0,135625.0,,33888.0,0.0001957792,0.1,1.7605085 +1000.8,761.984,-0.02902437,1732.9094,2180000.0,1258.0,136250.0,,34048.0,0.0001955232,0.1,1.6406482 +1023.6,764.866,-0.013605909,1731.2253,2190000.0,1265.0,136875.0,,34208.0,0.0001952672,0.1,1.5855 +1046.0,767.92804,-0.015211435,1729.5597,2200000.0,1272.0,137500.0,,34368.0,0.0001950112,0.1,1.7073087 +1048.4,770.90796,-0.02874848,1729.2645,2210000.0,1278.0,138125.0,,34528.0,0.0001947552,0.1,1.7231293 +1083.2,774.14404,-0.02664044,1728.9719,2220000.0,1284.0,138750.0,,34656.0,0.0001945504,0.1,1.8366235 +1094.8,777.426,-0.02401677,1728.6821,2230000.0,1290.0,139375.0,,34816.0,0.0001942944,0.1,1.7289178 +1102.4,780.824,-0.017880697,1728.395,2240000.0,1296.0,140000.0,,34976.0,0.0001940384,0.1,1.7844155 +1117.4,784.41,-0.02201488,1726.7843,2250000.0,1303.0,140625.0,,35136.0,0.0001937824,0.1,1.7373549 +1134.8,788.17596,-0.0140972305,1726.5088,2260000.0,1309.0,141250.0,,35296.0,0.0001935264,0.1,1.6357187 +1142.6,792.05396,-0.015475873,1726.2357,2270000.0,1315.0,141875.0,,35456.0,0.0001932704,0.1,1.6712577 +1142.6,795.964,-0.02103614,1725.9652,2280000.0,1321.0,142500.0,,35616.0,0.0001930144,0.1,1.72612 +1174.0,800.21594,-0.026116295,1725.697,2290000.0,1327.0,143125.0,,35776.0,0.0001927584,0.1,1.7167459 +1188.2,804.6101,-0.018857567,1724.138,2300000.0,1334.0,143750.0,,35936.0,0.0001925024,0.1,1.7934577 +1188.8,809.02,-0.01480052,1723.8806,2310000.0,1340.0,144375.0,,36064.0,0.0001922976,0.1,1.7401621 +1218.0,813.70404,-0.005989782,1723.6256,2320000.0,1346.0,145000.0,,36224.0,0.0001920416,0.1,1.7744201 +1240.0,818.54,-0.027829802,1723.3728,2330000.0,1352.0,145625.0,,36384.0,0.0001917856,0.1,1.7235312 +1254.0,823.49396,-0.014117647,1721.8542,2340000.0,1359.0,146250.0,,36544.0,0.0001915296,0.1,1.7324668 +1260.2,828.48,-0.0037570815,1721.6117,2350000.0,1365.0,146875.0,,36704.0,0.0001912736,0.1,1.6073604 +1281.0,833.706,-0.016597215,1721.3712,2360000.0,1371.0,147500.0,,36864.0,0.0001910176,0.1,1.5336642 +1282.4,838.954,-0.0282324,1721.1329,2370000.0,1377.0,148125.0,,37024.0,0.0001907616,0.1,1.6361458 +1286.6,844.21796,-0.020302614,1720.8966,2380000.0,1383.0,148750.0,,37184.0,0.0001905056,0.1,1.4940202 +1300.2,849.64,-0.0049180584,1720.6624,2390000.0,1389.0,149375.0,,37312.0,0.0001903008,0.1,1.6661086 +1305.0,855.09,-0.019075043,1719.1978,2400000.0,1396.0,150000.0,,37472.0,0.0001900448,0.1,1.647991 +1312.8,860.614,-0.026864037,1718.9729,2410000.0,1402.0,150625.0,,37632.0,0.0001897888,0.1,1.5702513 +1309.4,866.164,-0.020151373,1718.75,2420000.0,1408.0,151250.0,,37792.0,0.0001895328,0.1,1.5116525 +1312.0,871.7459,-0.0057254382,1718.529,2430000.0,1414.0,151875.0,,37952.0,0.0001892768,0.1,1.5011094 +1321.6,877.36194,-0.030454228,1717.1006,2440000.0,1421.0,152500.0,,38112.0,0.0001890208,0.1,1.674048 +1310.4,882.858,-0.025493843,1716.8885,2450000.0,1427.0,153125.0,,38272.0,0.0001887648,0.1,1.4861305 +1313.6,888.354,-0.012490997,1716.6783,2460000.0,1433.0,153750.0,,38432.0,0.0001885088,0.1,1.6234744 +1323.6,893.96204,-0.024875723,1716.4697,2470000.0,1439.0,154375.0,,38592.0,0.0001882528,0.1,1.7285974 +1341.2,899.674,-0.019219074,1716.263,2480000.0,1445.0,155000.0,,38720.0,0.000188048,0.1,1.6720982 +1344.0,905.408,-0.015852323,1716.0579,2490000.0,1451.0,155625.0,,38880.0,0.000187792,0.1,1.6517171 +1346.4,911.182,-0.024649864,1715.8545,2500000.0,1457.0,156250.0,,39040.0,0.000187536,0.1,1.6694686 +1359.0,917.0881,-0.026961086,1715.6527,2510000.0,1463.0,156875.0,,39200.0,0.00018728,0.1,1.6455362 +1357.8,922.98193,-0.023329966,1714.2858,2520000.0,1470.0,157500.0,,39360.0,0.000187024,0.1,1.6216583 +1356.4,928.92993,-0.029165123,1714.0922,2530000.0,1476.0,158125.0,,39520.0,0.000186768,0.1,1.5636207 +1362.6,934.974,-0.0148325255,1713.9001,2540000.0,1482.0,158750.0,,39680.0,0.000186512,0.1,1.6151116 +1369.6,941.104,-0.008651108,1712.5587,2550000.0,1489.0,159375.0,,39840.0,0.000186256,0.1,1.5629416 +1364.6,947.1861,-0.019323997,1712.3746,2560000.0,1495.0,160000.0,,40000.0,0.000186,0.1,1.5980744 +1368.8,953.354,-0.010254661,1712.1919,2570000.0,1501.0,160625.0,,40128.0,0.0001857952,0.1,1.6494081 +1370.0,959.6,-0.030324198,1712.0106,2580000.0,1507.0,161250.0,,40288.0,0.0001855392,0.1,1.5098281 +1387.6,966.03394,-0.0256996,1711.8308,2590000.0,1513.0,161875.0,,40448.0,0.0001852832,0.1,1.4915965 +1383.4,972.51,-0.010999579,1710.5264,2600000.0,1520.0,162500.0,,40608.0,0.0001850272,0.1,1.5367218 +1383.8,978.9939,-0.0019783787,1710.3539,2610000.0,1526.0,163125.0,,40768.0,0.0001847712,0.1,1.4890499 +1396.0,985.59595,0.006039624,1710.1827,2620000.0,1532.0,163750.0,,40928.0,0.0001845152,0.1,1.4660165 +1399.6,992.2239,-0.026812611,1710.0131,2630000.0,1538.0,164375.0,,41088.0,0.0001842592,0.1,1.5254804 +1407.2,998.906,-0.021143273,1708.7379,2640000.0,1545.0,165000.0,,41248.0,0.0001840032,0.1,1.518368 +1413.2,1005.622,-0.023351818,1709.6774,2650000.0,1550.0,165625.0,,41376.0,0.0001837984,0.1,1.4733379 +1428.8,1012.5281,-0.015320431,1708.4136,2660000.0,1557.0,166250.0,,41536.0,0.0001835424,0.1,1.5785027 +1432.4,1019.51807,-0.027178466,1708.2534,2670000.0,1563.0,166875.0,,41696.0,0.0001832864,0.1,1.564057 +1431.8,1026.59,-0.02524442,1708.0944,2680000.0,1569.0,167500.0,,41856.0,0.0001830304,0.1,1.5390232 +1430.4,1033.664,-0.027233042,1707.9365,2690000.0,1575.0,168125.0,,42016.0,0.0001827744,0.1,1.5864458 +1435.4,1040.7859,-0.00981391,1707.7799,2700000.0,1581.0,168750.0,,42176.0,0.0001825184,0.1,1.5923316 +1443.2,1048.054,-0.015299056,1706.5491,2710000.0,1588.0,169375.0,,42336.0,0.0001822624,0.1,1.5932682 +1442.2,1055.292,-0.009576431,1706.399,2720000.0,1594.0,170000.0,,42496.0,0.0001820064,0.1,1.5283115 +1433.2,1062.4221,-0.02949527,1706.25,2730000.0,1600.0,170625.0,,42656.0,0.0001817504,0.1,1.4939773 +1434.2,1069.6161,-0.027067605,1706.1022,2740000.0,1606.0,171250.0,,42784.0,0.0001815456,0.1,1.4530616 +1434.8,1076.854,-0.028608734,1705.9553,2750000.0,1612.0,171875.0,,42944.0,0.0001812896,0.1,1.5350943 +1443.8,1084.22,-0.025870211,1705.8097,2760000.0,1618.0,172500.0,,43104.0,0.0001810336,0.1,1.6532412 +1452.8,1091.642,-0.018547418,1704.6154,2770000.0,1625.0,173125.0,,43264.0,0.0001807776,0.1,1.6837013 +1454.0,1099.0719,-0.029876424,1704.4758,2780000.0,1631.0,173750.0,,43424.0,0.0001805216,0.1,1.5457592 +1450.2,1106.4459,-0.026301434,1704.3372,2790000.0,1637.0,174375.0,,43584.0,0.0001802656,0.1,1.4705627 +1444.2,1113.878,-0.02067722,1703.163,2800000.0,1644.0,175000.0,,43744.0,0.0001800096,0.1,1.6090025 +1450.2,1121.3921,-0.016615972,1701.9988,2810000.0,1651.0,175625.0,,43904.0,0.0001797536,0.1,1.5743957 +1452.4,1128.968,0.002112396,1701.8708,2820000.0,1657.0,176250.0,,44032.0,0.0001795488,0.1,1.6089652 +1448.6,1136.514,-0.02679488,1701.7439,2830000.0,1663.0,176875.0,,44192.0,0.0001792928,0.1,1.6180325 +1448.8,1144.016,-0.030748563,1701.6177,2840000.0,1669.0,177500.0,,44352.0,0.0001790368,0.1,1.7752022 +1453.6,1151.564,-0.030471507,1700.4773,2850000.0,1676.0,178125.0,,44512.0,0.0001787808,0.1,1.650274 +1454.4,1159.0719,0.006477461,1700.3567,2860000.0,1682.0,178750.0,,44672.0,0.0001785248,0.1,1.599672 +1458.2,1166.62,-0.032982126,1700.2369,2870000.0,1688.0,179375.0,,44832.0,0.0001782688,0.1,1.5780345 +1460.6,1174.238,-0.011117102,1699.115,2880000.0,1695.0,180000.0,,44992.0,0.0001780128,0.1,1.6420436 +1466.4,1181.8401,-0.027361868,1699.0006,2890000.0,1701.0,180625.0,,45152.0,0.0001777568,0.1,1.6256441 +1469.8,1189.47,-0.024704987,1698.887,2900000.0,1707.0,181250.0,,45312.0,0.0001775008,0.1,1.6435603 +1470.4,1197.08,-0.01448713,1698.774,2910000.0,1713.0,181875.0,,45440.0,0.000177296,0.1,1.5315346 +1465.4,1204.6058,-0.027276626,1698.662,2920000.0,1719.0,182500.0,,45600.0,0.00017704,0.1,1.629763 +1471.8,1212.088,-0.026750676,1698.5508,2930000.0,1725.0,183125.0,,45760.0,0.000176784,0.1,1.5267923 +1484.8,1219.7219,-0.017535256,1697.4596,2940000.0,1732.0,183750.0,,45920.0,0.000176528,0.1,1.5391405 +1482.6,1227.302,0.012275121,1697.3533,2950000.0,1738.0,184375.0,,46080.0,0.000176272,0.1,1.6474152 +1481.6,1234.808,-0.02882557,1697.2477,2960000.0,1744.0,185000.0,,46240.0,0.000176016,0.1,1.590224 +1475.8,1242.1659,-0.018056124,1697.1428,2970000.0,1750.0,185625.0,,46400.0,0.00017576,0.1,1.6029243 +1480.0,1249.634,-0.014127047,1696.0729,2980000.0,1757.0,186250.0,,46560.0,0.000175504,0.1,1.5793974 +1489.0,1257.008,-0.010346835,1695.9728,2990000.0,1763.0,186875.0,,46688.0,0.0001752992,0.1,1.5644381 +1496.0,1264.536,-0.028605819,1695.8734,3000000.0,1769.0,187500.0,,46848.0,0.0001750432,0.1,1.6315222 +1500.8,1272.02,-0.028325,1694.8198,3010000.0,1776.0,188125.0,,47008.0,0.0001747872,0.1,1.5774592 +1494.0,1279.3921,-0.028116718,1694.725,3020000.0,1782.0,188750.0,,47168.0,0.0001745312,0.1,1.675041 +1493.8,1286.538,-0.030726623,1694.6309,3030000.0,1788.0,189375.0,,47328.0,0.0001742752,0.1,1.6256497 +1497.4,1293.604,-0.01296163,1693.5933,3040000.0,1795.0,190000.0,,47488.0,0.0001740192,0.1,1.5774846 +1498.8,1300.5459,-0.01934068,1693.5037,3050000.0,1801.0,190625.0,,47648.0,0.0001737632,0.1,1.627159 +1509.2,1307.516,-0.02450265,1693.4146,3060000.0,1807.0,191250.0,,47808.0,0.0001735072,0.1,1.6435738 +1508.0,1314.31,-0.033130206,1693.3259,3070000.0,1813.0,191875.0,,47968.0,0.0001732512,0.1,1.5965412 +1509.0,1320.9921,-0.015000222,1693.238,3080000.0,1819.0,192500.0,,48096.0,0.0001730464,0.1,1.5400234 +1505.6,1327.5118,-0.026720343,1693.1506,3090000.0,1825.0,193125.0,,48256.0,0.0001727904,0.1,1.4465001 +1510.8,1333.832,-0.028975708,1692.1398,3100000.0,1832.0,193750.0,,48416.0,0.0001725344,0.1,1.501323 +1506.0,1339.9241,-0.017493524,1692.0566,3110000.0,1838.0,194375.0,,48576.0,0.0001722784,0.1,1.6145737 +1509.8,1345.994,-0.030485135,1691.0569,3120000.0,1845.0,195000.0,,48736.0,0.0001720224,0.1,1.5917277 +1511.2,1351.8739,-0.028194623,1690.9779,3130000.0,1851.0,195625.0,,48896.0,0.0001717664,0.1,1.5415081 +1515.6,1357.6519,-0.033845436,1690.8993,3140000.0,1857.0,196250.0,,49056.0,0.0001715104,0.1,1.6027551 +1520.2,1363.3679,-0.027433109,1690.8213,3150000.0,1863.0,196875.0,,49216.0,0.0001712544,0.1,1.5889617 +1525.0,1368.908,-0.02979696,1690.7437,3160000.0,1869.0,197500.0,,49344.0,0.0001710496,0.1,1.6400044 +1533.2,1374.298,-0.033820294,1690.6666,3170000.0,1875.0,198125.0,,49504.0,0.0001707936,0.1,1.6564591 +1539.0,1379.68,-0.030630823,1690.5901,3180000.0,1881.0,198750.0,,49664.0,0.0001705376,0.1,1.6207672 +1539.8,1384.8419,-0.03374402,1689.6187,3190000.0,1888.0,199375.0,,49824.0,0.0001702816,0.1,1.6897569 +1538.6,1389.768,-0.03173663,1689.5459,3200000.0,1894.0,200000.0,,49984.0,0.0001700256,0.1,1.5757936 +1543.4,1394.718,-0.023281451,1689.4736,3210000.0,1900.0,200625.0,,50144.0,0.0001697696,0.1,1.6172266 +1546.2,1399.3481,-0.026898362,1689.4019,3220000.0,1906.0,201250.0,,50304.0,0.0001695136,0.1,1.5305189 +1546.4,1403.864,-0.015544914,1689.3306,3230000.0,1912.0,201875.0,,50464.0,0.0001692576,0.1,1.7033405 +1566.6,1408.5061,-0.020773526,1689.2596,3240000.0,1918.0,202500.0,,50624.0,0.0001690016,0.1,1.5385494 +1565.2,1412.984,-0.03379711,1689.1892,3250000.0,1924.0,203125.0,,50752.0,0.0001687968,0.1,1.6799735 +1568.0,1417.316,-0.028092396,1689.1191,3260000.0,1930.0,203750.0,,50912.0,0.0001685408,0.1,1.5822784 +1565.2,1421.542,-0.02452184,1689.0496,3270000.0,1936.0,204375.0,,51072.0,0.0001682848,0.1,1.651275 +1573.2,1425.8481,-0.024854776,1688.1112,3280000.0,1943.0,205000.0,,51232.0,0.0001680288,0.1,1.6340473 +1573.4,1429.8422,-0.030915376,1688.0452,3290000.0,1949.0,205625.0,,51392.0,0.0001677728,0.1,1.4921267 +1574.8,1433.708,-0.026755499,1687.9795,3300000.0,1955.0,206250.0,,51552.0,0.0001675168,0.1,1.5938516 +1578.6,1437.606,-0.02868032,1687.9143,3310000.0,1961.0,206875.0,,51712.0,0.0001672608,0.1,1.6556641 +1580.8,1441.234,-0.028728873,1687.8495,3320000.0,1967.0,207500.0,,51872.0,0.0001670048,0.1,1.70579 +1578.0,1444.6139,-0.03207723,1687.7852,3330000.0,1973.0,208125.0,,52000.0,0.0001668,0.1,1.645552 +1583.6,1447.9098,-0.01548163,1687.7211,3340000.0,1979.0,208750.0,,52160.0,0.000166544,0.1,1.598897 +1585.4,1451.162,-0.03474085,1687.6575,3350000.0,1985.0,209375.0,,52320.0,0.000166288,0.1,1.493551 +1586.4,1454.2161,-0.031615697,1687.5941,3360000.0,1991.0,210000.0,,52480.0,0.000166032,0.1,1.6434715 +1582.2,1457.2141,-0.028649814,1686.6866,3370000.0,1998.0,210625.0,,52640.0,0.000165776,0.1,1.5497626 +1585.6,1460.2042,-0.03167856,1686.6267,3380000.0,2004.0,211250.0,,52800.0,0.00016552,0.1,1.6304727 +1583.6,1463.038,-0.016649825,1686.5671,3390000.0,2010.0,211875.0,,52960.0,0.000165264,0.1,1.5423712 +1584.0,1465.828,-0.031685516,1686.5079,3400000.0,2016.0,212500.0,,53120.0,0.000165008,0.1,1.5685663 +1591.6,1468.6157,-0.030299637,1686.4491,3410000.0,2022.0,213125.0,,53280.0,0.000164752,0.1,1.4938633 +1592.8,1471.4498,-0.008010177,1686.3905,3420000.0,2028.0,213750.0,,53408.0,0.0001645472,0.1,1.6082281 +1588.4,1474.2139,-0.02729174,1686.3324,3430000.0,2034.0,214375.0,,53568.0,0.0001642912,0.1,1.6617706 +1592.0,1476.918,-0.032220382,1686.2745,3440000.0,2040.0,215000.0,,53728.0,0.0001640352,0.1,1.4498435 +1593.6,1479.75,-0.01480018,1686.217,3450000.0,2046.0,215625.0,,53888.0,0.0001637792,0.1,1.6639142 +1602.4,1482.6382,-0.011762901,1686.1598,3460000.0,2052.0,216250.0,,54048.0,0.0001635232,0.1,1.7915132 +1597.8,1485.38,-0.029294306,1686.103,3470000.0,2058.0,216875.0,,54208.0,0.0001632672,0.1,1.572999 +1605.6,1488.0239,-0.027266487,1686.8638,3480000.0,2063.0,217500.0,,54368.0,0.0001630112,0.1,1.5638738 +1601.4,1490.598,-0.012822297,1686.8052,3490000.0,2069.0,218125.0,,54528.0,0.0001627552,0.1,1.5728304 +1605.4,1493.188,-0.030835843,1687.5603,3500000.0,2074.0,218750.0,,54656.0,0.0001625504,0.1,1.6266323 +1606.2,1495.6602,-0.032245558,1688.3116,3510000.0,2079.0,219375.0,,54816.0,0.0001622944,0.1,1.5764107 +1611.6,1498.1981,-0.019640217,1688.2494,3520000.0,2085.0,220000.0,,54976.0,0.0001620384,0.1,1.5910192 +1611.6,1500.7499,-0.030268565,1688.1875,3530000.0,2091.0,220625.0,,55136.0,0.0001617824,0.1,1.4676602 +1611.4,1503.2379,-0.031835645,1688.9313,3540000.0,2096.0,221250.0,,55296.0,0.0001615264,0.1,1.5354824 +1621.8,1505.7599,-0.014552694,1688.8678,3550000.0,2102.0,221875.0,,55456.0,0.0001612704,0.1,1.5284132 +1625.2,1508.366,-0.03387503,1688.8046,3560000.0,2108.0,222500.0,,55616.0,0.0001610144,0.1,1.5489982 +1623.8,1510.9159,-0.030840255,1688.7417,3570000.0,2114.0,223125.0,,55776.0,0.0001607584,0.1,1.5152812 +1628.6,1513.5018,-0.03190086,1687.883,3580000.0,2121.0,223750.0,,55936.0,0.0001605024,0.1,1.5329105 +1634.2,1515.968,-0.031926945,1688.6171,3590000.0,2126.0,224375.0,,56064.0,0.0001602976,0.1,1.590533 +1633.6,1518.4698,-0.028878372,1688.5553,3600000.0,2132.0,225000.0,,56224.0,0.0001600416,0.1,1.7026279 +1631.8,1520.9498,-0.02861421,1688.4939,3610000.0,2138.0,225625.0,,56384.0,0.0001597856,0.1,1.5688955 +1631.2,1523.302,-0.014288063,1689.2207,3620000.0,2143.0,226250.0,,56544.0,0.0001595296,0.1,1.6045799 +1636.0,1525.6659,-0.03295566,1689.1577,3630000.0,2149.0,226875.0,,56704.0,0.0001592736,0.1,1.6545846 +1638.0,1527.9741,-0.027374288,1689.0951,3640000.0,2155.0,227500.0,,56864.0,0.0001590176,0.1,1.7272484 +1644.0,1530.282,-0.029481478,1689.8148,3650000.0,2160.0,228125.0,,57024.0,0.0001587616,0.1,1.6996344 +1646.0,1532.4541,-0.03479795,1689.7507,3660000.0,2166.0,228750.0,,57184.0,0.0001585056,0.1,1.5461899 +1644.4,1534.5741,-0.012902699,1690.4652,3670000.0,2171.0,229375.0,,57312.0,0.0001583008,0.1,1.6745558 +1650.2,1536.7579,-0.01596406,1691.1765,3680000.0,2176.0,230000.0,,57472.0,0.0001580448,0.1,1.6320889 +1651.2,1538.9661,-0.03402061,1691.1091,3690000.0,2182.0,230625.0,,57632.0,0.0001577888,0.1,1.4886322 +1655.6,1541.1681,-0.027967025,1691.8153,3700000.0,2187.0,231250.0,,57792.0,0.0001575328,0.1,1.6282911 +1656.8,1543.304,-0.028463727,1692.5182,3710000.0,2192.0,231875.0,,57952.0,0.0001572768,0.1,1.5479972 +1653.8,1545.4198,-0.014235848,1692.4476,3720000.0,2198.0,232500.0,,58112.0,0.0001570208,0.1,1.498467 +1660.8,1547.6958,-0.031491134,1692.3774,3730000.0,2204.0,233125.0,,58272.0,0.0001567648,0.1,1.6037812 +1661.0,1549.9639,-0.030993126,1693.0737,3740000.0,2209.0,233750.0,,58432.0,0.0001565088,0.1,1.6126697 +1664.2,1552.2579,-0.035656344,1693.767,3750000.0,2214.0,234375.0,,58592.0,0.0001562528,0.1,1.6657658 +1666.2,1554.482,-0.030784253,1694.4569,3760000.0,2219.0,235000.0,,58720.0,0.000156048,0.1,1.6831758 +1666.8,1556.6221,-0.010285962,1694.3821,3770000.0,2225.0,235625.0,,58880.0,0.000155792,0.1,1.5724545 +1668.0,1558.7621,-0.03246019,1695.0673,3780000.0,2230.0,236250.0,,59040.0,0.000155536,0.1,1.6364162 +1658.2,1560.842,-0.029543182,1694.9911,3790000.0,2236.0,236875.0,,59200.0,0.00015528,0.1,1.5297115 +1663.8,1563.038,-0.029974045,1695.6716,3800000.0,2241.0,237500.0,,59360.0,0.000155024,0.1,1.5171125 +1663.2,1565.168,-0.03232854,1695.5941,3810000.0,2247.0,238125.0,,59520.0,0.000154768,0.1,1.5655478 +1666.6,1567.3098,-0.032895587,1696.27,3820000.0,2252.0,238750.0,,59680.0,0.000154512,0.1,1.5624623 +1669.8,1569.5219,-0.02847341,1696.9429,3830000.0,2257.0,239375.0,,59840.0,0.000154256,0.1,1.5419762 +1672.2,1571.756,-0.034416415,1696.8625,3840000.0,2263.0,240000.0,,60000.0,0.000154,0.1,1.5817173 +1673.0,1573.95,-0.027206602,1698.2797,3850000.0,2267.0,240625.0,,60128.0,0.0001537952,0.1,1.5708212 +1673.2,1576.138,-0.028105296,1698.1962,3860000.0,2273.0,241250.0,,60288.0,0.0001535392,0.1,1.6403236 +1671.8,1578.274,-0.018570175,1698.8586,3870000.0,2278.0,241875.0,,60448.0,0.0001532832,0.1,1.4782649 +1672.4,1580.3921,-0.031340793,1699.5182,3880000.0,2283.0,242500.0,,60608.0,0.0001530272,0.1,1.4392948 +1674.8,1582.4761,-0.008855547,1700.1748,3890000.0,2288.0,243125.0,,60768.0,0.0001527712,0.1,1.5514553 +1667.6,1584.4539,-0.03093759,1700.0872,3900000.0,2294.0,243750.0,,60928.0,0.0001525152,0.1,1.4956056 +1676.2,1586.5121,-0.021800308,1700.7395,3910000.0,2299.0,244375.0,,61088.0,0.0001522592,0.1,1.5550578 +1676.4,1588.6218,-0.033381607,1700.6508,3920000.0,2305.0,245000.0,,61248.0,0.0001520032,0.1,1.6119144 +1674.6,1590.65,-0.031506985,1701.2987,3930000.0,2310.0,245625.0,,61376.0,0.0001517984,0.1,1.5902394 +1679.0,1592.592,-0.033003036,1701.209,3940000.0,2316.0,246250.0,,61536.0,0.0001515424,0.1,1.6986064 +1676.4,1594.53,-0.029847754,1701.8527,3950000.0,2321.0,246875.0,,61696.0,0.0001512864,0.1,1.5630975 +1678.6,1596.5,-0.033324245,1701.762,3960000.0,2327.0,247500.0,,61856.0,0.0001510304,0.1,1.4845084 +1680.4,1598.5461,-0.028903194,1702.4014,3970000.0,2332.0,248125.0,,62016.0,0.0001507744,0.1,1.4737914 +1678.8,1600.534,-0.03441671,1702.3097,3980000.0,2338.0,248750.0,,62176.0,0.0001505184,0.1,1.5672479 +1681.2,1602.4559,-0.025076307,1702.945,3990000.0,2343.0,249375.0,,62336.0,0.0001502624,0.1,1.5560908 +1675.6,1604.2518,-0.007816315,1702.8523,4000000.0,2349.0,250000.0,,62496.0,0.0001500064,0.1,1.6054794 +1686.6,1606.1099,-0.03185455,1703.4834,4010000.0,2354.0,250625.0,,62656.0,0.0001497504,0.1,1.549087 +1685.0,1608.0199,-0.032135874,1704.1119,4020000.0,2359.0,251250.0,,62784.0,0.0001495456,0.1,1.5977136 +1682.6,1609.9078,-0.014775509,1704.7378,4030000.0,2364.0,251875.0,,62944.0,0.0001492896,0.1,1.5928811 +1679.8,1611.7317,-0.01852283,1705.361,4040000.0,2369.0,252500.0,,63104.0,0.0001490336,0.1,1.5923378 +1681.4,1613.558,-0.035883598,1705.2632,4050000.0,2375.0,253125.0,,63264.0,0.0001487776,0.1,1.5643892 +1684.0,1615.3059,-0.030596003,1705.8823,4060000.0,2380.0,253750.0,,63424.0,0.0001485216,0.1,1.4403665 +1682.8,1617.0541,-0.02959177,1706.4989,4070000.0,2385.0,254375.0,,63584.0,0.0001482656,0.1,1.5841477 +1684.4,1618.8081,-0.030652095,1706.399,4080000.0,2391.0,255000.0,,63744.0,0.0001480096,0.1,1.4358208 +1684.4,1620.5961,-0.030341959,1707.0117,4090000.0,2396.0,255625.0,,63904.0,0.0001477536,0.1,1.4601369 +1686.0,1622.348,-0.03163513,1707.6218,4100000.0,2401.0,256250.0,,64032.0,0.0001475488,0.1,1.4666195 +1682.2,1624.1101,-0.031338014,1707.5198,4110000.0,2407.0,256875.0,,64192.0,0.0001472928,0.1,1.448868 +1682.0,1625.8322,-0.028654592,1708.126,4120000.0,2412.0,257500.0,,64352.0,0.0001470368,0.1,1.5758791 +1681.8,1627.5381,-0.03499289,1708.7299,4130000.0,2417.0,258125.0,,64512.0,0.0001467808,0.1,1.6099896 +1682.6,1629.208,-0.032977827,1708.6256,4140000.0,2423.0,258750.0,,64672.0,0.0001465248,0.1,1.5753118 +1683.0,1630.8359,-0.03324535,1708.522,4150000.0,2429.0,259375.0,,64832.0,0.0001462688,0.1,1.480526 +1683.8,1632.424,-0.0347206,1709.1208,4160000.0,2434.0,260000.0,,64992.0,0.0001460128,0.1,1.5126119 +1675.4,1633.846,-0.006925484,1709.0164,4170000.0,2440.0,260625.0,,65152.0,0.0001457568,0.1,1.5902328 +1680.6,1635.2621,-0.030983126,1708.9125,4180000.0,2446.0,261250.0,,65312.0,0.0001455008,0.1,1.523759 +1678.4,1636.648,-0.015533626,1709.5063,4190000.0,2451.0,261875.0,,65440.0,0.000145296,0.1,1.5485156 +1679.6,1638.058,-0.03339371,1710.0978,4200000.0,2456.0,262500.0,,65600.0,0.00014504,0.1,1.5394633 +1672.8,1639.3519,-0.035367593,1709.9918,4210000.0,2462.0,263125.0,,65760.0,0.000144784,0.1,1.5609055 +1679.2,1640.6819,-0.023671126,1710.5797,4220000.0,2467.0,263750.0,,65920.0,0.000144528,0.1,1.5571556 +1679.6,1642.0139,-0.03699201,1710.4731,4230000.0,2473.0,264375.0,,66080.0,0.000144272,0.1,1.7267663 +1679.2,1643.1399,-0.018179981,1711.0573,4240000.0,2478.0,265000.0,,66240.0,0.000144016,0.1,1.5989989 +1681.4,1644.3022,-0.019521343,1710.9501,4250000.0,2484.0,265625.0,,66400.0,0.00014376,0.1,1.6716998 +1684.0,1645.462,-0.033638038,1711.5308,4260000.0,2489.0,266250.0,,66560.0,0.000143504,0.1,1.4861112 +1681.6,1646.6261,-0.030523922,1712.109,4270000.0,2494.0,266875.0,,66688.0,0.0001432992,0.1,1.5514688 +1682.0,1647.7141,-0.030841833,1712.685,4280000.0,2499.0,267500.0,,66848.0,0.0001430432,0.1,1.469417 +1680.2,1648.782,-0.0345125,1712.5748,4290000.0,2505.0,268125.0,,67008.0,0.0001427872,0.1,1.5516741 +1681.4,1649.848,-0.030323803,1713.1475,4300000.0,2510.0,268750.0,,67168.0,0.0001425312,0.1,1.5515168 +1683.0,1650.8921,-0.03313742,1713.0366,4310000.0,2516.0,269375.0,,67328.0,0.0001422752,0.1,1.7141795 +1689.6,1651.98,-0.036950238,1713.6057,4320000.0,2521.0,270000.0,,67488.0,0.0001420192,0.1,1.6888697 +1690.0,1653.1,-0.03525217,1714.1726,4330000.0,2526.0,270625.0,,67648.0,0.0001417632,0.1,1.5682627 +1693.0,1654.1938,-0.032956246,1714.06,4340000.0,2532.0,271250.0,,67808.0,0.0001415072,0.1,1.5573012 +1694.4,1655.2839,-0.03129669,1714.6235,4350000.0,2537.0,271875.0,,67968.0,0.0001412512,0.1,1.5090263 +1696.0,1656.38,-0.031891227,1715.1849,4360000.0,2542.0,272500.0,,68096.0,0.0001410464,0.1,1.5996938 +1697.4,1657.5322,-0.032528646,1715.744,4370000.0,2547.0,273125.0,,68256.0,0.0001407904,0.1,1.473156 +1695.8,1658.634,-0.015027418,1715.6287,4380000.0,2553.0,273750.0,,68416.0,0.0001405344,0.1,1.5107361 +1695.6,1659.7539,-0.021719344,1715.5139,4390000.0,2559.0,274375.0,,68576.0,0.0001402784,0.1,1.4880497 +1705.4,1660.968,-0.03435848,1716.0686,4400000.0,2564.0,275000.0,,68736.0,0.0001400224,0.1,1.5936624 +1703.8,1662.09,-0.03630973,1715.9532,4410000.0,2570.0,275625.0,,68896.0,0.0001397664,0.1,1.6706078 +1705.6,1663.2178,-0.03764141,1716.5049,4420000.0,2575.0,276250.0,,69056.0,0.0001395104,0.1,1.623991 +1706.8,1664.4019,-0.035685524,1717.0543,4430000.0,2580.0,276875.0,,69216.0,0.0001392544,0.1,1.5385458 +1706.6,1665.5479,-0.032238174,1717.6016,4440000.0,2585.0,277500.0,,69344.0,0.0001390496,0.1,1.6241674 +1703.6,1666.6477,-0.030199697,1717.4836,4450000.0,2591.0,278125.0,,69504.0,0.0001387936,0.1,1.5213635 +1701.2,1667.6357,-2.3279048e-05,1718.0277,4460000.0,2596.0,278750.0,,69664.0,0.0001385376,0.1,1.5216649 +1703.4,1668.692,-0.035989136,1717.9093,4470000.0,2602.0,279375.0,,69824.0,0.0001382816,0.1,1.584792 +1699.4,1669.6301,-0.031663597,1718.4503,4480000.0,2607.0,280000.0,,69984.0,0.0001380256,0.1,1.5675299 +1700.0,1670.6161,-0.034115948,1718.9893,4490000.0,2612.0,280625.0,,70144.0,0.0001377696,0.1,1.5339425 +1703.2,1671.5941,-0.035534836,1718.8694,4500000.0,2618.0,281250.0,,70304.0,0.0001375136,0.1,1.6092098 +1704.2,1672.5741,-0.03673854,1719.4053,4510000.0,2623.0,281875.0,,70464.0,0.0001372576,0.1,1.6196833 +1705.8,1673.5161,-0.03347289,1719.2849,4520000.0,2629.0,282500.0,,70624.0,0.0001370016,0.1,1.5823956 +1707.4,1674.4741,-0.030090421,1719.8177,4530000.0,2634.0,283125.0,,70752.0,0.0001367968,0.1,1.5304977 +1703.8,1675.398,-0.029024769,1720.3486,4540000.0,2639.0,283750.0,,70912.0,0.0001365408,0.1,1.5302674 +1699.8,1676.178,-0.03579084,1720.2268,4550000.0,2645.0,284375.0,,71072.0,0.0001362848,0.1,1.6411854 +1696.6,1676.8918,-0.03169056,1720.7548,4560000.0,2650.0,285000.0,,71232.0,0.0001360288,0.1,1.6023077 +1695.6,1677.6097,-0.031792913,1721.2806,4570000.0,2655.0,285625.0,,71392.0,0.0001357728,0.1,1.6462617 +1692.0,1678.2439,-0.030086454,1721.8046,4580000.0,2660.0,286250.0,,71552.0,0.0001355168,0.1,1.6145978 +1693.0,1678.8319,-0.035372555,1721.6804,4590000.0,2666.0,286875.0,,71712.0,0.0001352608,0.1,1.6594355 +1693.6,1679.4319,-0.017724363,1722.2014,4600000.0,2671.0,287500.0,,71872.0,0.0001350048,0.1,1.7020807 +1695.2,1680.0659,-0.032458868,1722.7205,4610000.0,2676.0,288125.0,,72000.0,0.0001348,0.1,1.6882277 +1690.0,1680.6539,-0.013065623,1723.2375,4620000.0,2681.0,288750.0,,72160.0,0.000134544,0.1,1.6658169 +1692.2,1681.2161,-0.03542219,1723.7528,4630000.0,2686.0,289375.0,,72320.0,0.000134288,0.1,1.6588854 +1689.0,1681.726,-0.028924685,1723.6256,4640000.0,2692.0,290000.0,,72480.0,0.000134032,0.1,1.574516 +1687.6,1682.162,-0.035208575,1724.138,4650000.0,2697.0,290625.0,,72640.0,0.000133776,0.1,1.5759237 +1689.0,1682.592,-0.03068827,1724.0104,4660000.0,2703.0,291250.0,,72800.0,0.00013352,0.1,1.5678155 +1688.0,1683.028,-0.032106858,1724.5199,4670000.0,2708.0,291875.0,,72960.0,0.000133264,0.1,1.6029711 +1683.0,1683.356,-0.031327378,1725.0276,4680000.0,2713.0,292500.0,,73120.0,0.000133008,0.1,1.619902 +1686.8,1683.712,-0.010213579,1724.8988,4690000.0,2719.0,293125.0,,73280.0,0.000132752,0.1,1.6431417 +1687.4,1684.0298,-0.032697175,1725.4038,4700000.0,2724.0,293750.0,,73408.0,0.0001325472,0.1,1.5155494 +1690.0,1684.362,-0.030508177,1725.907,4710000.0,2729.0,294375.0,,73568.0,0.0001322912,0.1,1.5763947 +1685.2,1684.6759,-0.03092357,1726.4082,4720000.0,2734.0,295000.0,,73728.0,0.0001320352,0.1,1.4883082 +1683.8,1684.9059,-0.03188308,1726.9076,4730000.0,2739.0,295625.0,,73888.0,0.0001317792,0.1,1.4803711 +1682.2,1685.1179,-0.027351893,1726.776,4740000.0,2745.0,296250.0,,74048.0,0.0001315232,0.1,1.5792844 +1677.6,1685.2521,-0.02853328,1727.2727,4750000.0,2750.0,296875.0,,74208.0,0.0001312672,0.1,1.5800432 +1673.2,1685.3219,-0.031620316,1727.1407,4760000.0,2756.0,297500.0,,74368.0,0.0001310112,0.1,1.5623728 +1677.0,1685.4241,-0.03488076,1727.6349,4770000.0,2761.0,298125.0,,74528.0,0.0001307552,0.1,1.5045199 +1681.8,1685.5619,-0.032883417,1728.1273,4780000.0,2766.0,298750.0,,74656.0,0.0001305504,0.1,1.6449676 +1685.0,1685.83,-0.03486167,1728.6178,4790000.0,2771.0,299375.0,,74816.0,0.0001302944,0.1,1.6279356 +1675.0,1685.9419,-0.016249025,1728.484,4800000.0,2777.0,300000.0,,74976.0,0.0001300384,0.1,1.4981785 +1675.0,1686.0598,-0.031426523,1728.9719,4810000.0,2782.0,300625.0,,75136.0,0.0001297824,0.1,1.4705108 +1674.6,1686.14,-0.03269725,1729.4583,4820000.0,2787.0,301250.0,,75296.0,0.0001295264,0.1,1.5164442 +1672.2,1686.164,-0.030824019,1729.3234,4830000.0,2793.0,301875.0,,75456.0,0.0001292704,0.1,1.5824585 +1676.6,1686.2078,-0.029206766,1729.189,4840000.0,2799.0,302500.0,,75616.0,0.0001290144,0.1,1.5060265 +1669.2,1686.17,-0.031067953,1728.4391,4850000.0,2806.0,303125.0,,75776.0,0.0001287584,0.1,1.5008318 +1664.0,1686.078,-0.030770633,1728.3073,4860000.0,2812.0,303750.0,,75936.0,0.0001285024,0.1,1.5947813 +1669.0,1686.0498,-0.031815033,1728.176,4870000.0,2818.0,304375.0,,76064.0,0.0001282976,0.1,1.592242 +1669.2,1686.018,-0.03326957,1728.0453,4880000.0,2824.0,305000.0,,76224.0,0.0001280416,0.1,1.5122145 +1672.2,1685.9921,-0.03209796,1727.3048,4890000.0,2831.0,305625.0,,76384.0,0.0001277856,0.1,1.4854248 +1673.0,1686.0461,-0.030280838,1727.1766,4900000.0,2837.0,306250.0,,76544.0,0.0001275296,0.1,1.6051476 +1674.2,1686.0261,-0.03561986,1727.049,4910000.0,2843.0,306875.0,,76704.0,0.0001272736,0.1,1.5280441 +1676.8,1686.03,-0.030879805,1726.9218,4920000.0,2849.0,307500.0,,76864.0,0.0001270176,0.1,1.5503274 +1676.8,1686.0519,-0.032044817,1726.1904,4930000.0,2856.0,308125.0,,77024.0,0.0001267616,0.1,1.5116345 +1677.0,1686.032,-0.031571448,1725.4628,4940000.0,2863.0,308750.0,,77184.0,0.0001265056,0.1,1.6036713 +1676.6,1686.0337,-0.033196244,1725.9414,4950000.0,2868.0,309375.0,,77312.0,0.0001263008,0.1,1.488152 +1678.6,1686.0339,-0.004871851,1725.2174,4960000.0,2875.0,310000.0,,77472.0,0.0001260448,0.1,1.5940038 +1681.4,1686.044,-0.029815089,1725.0955,4970000.0,2881.0,310625.0,,77632.0,0.0001257888,0.1,1.433192 +1683.2,1686.088,-0.03311278,1724.974,4980000.0,2887.0,311250.0,,77792.0,0.0001255328,0.1,1.5220702 +1682.2,1686.0981,-0.029125223,1724.8531,4990000.0,2893.0,311875.0,,77952.0,0.0001252768,0.1,1.4721115 +1679.4,1686.1362,-0.0274502,1724.138,5000000.0,2900.0,312500.0,,78112.0,0.0001250208,0.1,1.421341 +1674.6,1686.0161,-0.031591676,1724.0193,5010000.0,2906.0,313125.0,,78272.0,0.0001247648,0.1,1.5809577 +1674.8,1685.9141,-0.028254174,1723.9011,5020000.0,2912.0,313750.0,,78432.0,0.0001245088,0.1,1.4929372 +1672.6,1685.814,-0.029911866,1723.7834,5030000.0,2918.0,314375.0,,78592.0,0.0001242528,0.1,1.4544531 +1660.8,1685.6238,-0.027447332,1723.6663,5040000.0,2924.0,315000.0,,78720.0,0.000124048,0.1,1.5159642 +1665.2,1685.462,-0.03184101,1723.5494,5050000.0,2930.0,315625.0,,78880.0,0.000123792,0.1,1.4821426 +1662.0,1685.2418,-0.0076186755,1722.8464,5060000.0,2937.0,316250.0,,79040.0,0.000123536,0.1,1.4874449 +1659.6,1685.01,-0.03376572,1722.7319,5070000.0,2943.0,316875.0,,79200.0,0.00012328,0.1,1.5751479 +1665.6,1684.822,-0.027986946,1722.6178,5080000.0,2949.0,317500.0,,79360.0,0.000123024,0.1,1.5428061 +1659.2,1684.5698,-0.029008338,1722.5043,5090000.0,2955.0,318125.0,,79520.0,0.000122768,0.1,1.4887139 +1656.6,1684.2758,-0.029080758,1722.3911,5100000.0,2961.0,318750.0,,79680.0,0.000122512,0.1,1.4421922 +1660.6,1684.0598,-0.0325188,1721.6981,5110000.0,2968.0,319375.0,,79840.0,0.000122256,0.1,1.4481251 +1664.4,1683.8839,-0.029720945,1721.587,5120000.0,2974.0,320000.0,,80000.0,0.000122,0.1,1.4406502 +1662.2,1683.688,-0.011032441,1722.0543,5130000.0,2979.0,320625.0,,80128.0,0.0001217952,0.1,1.4256923 +1652.0,1683.3821,-0.03009733,1721.943,5140000.0,2985.0,321250.0,,80288.0,0.0001215392,0.1,1.4667687 +1651.0,1683.062,-0.025382144,1721.2567,5150000.0,2992.0,321875.0,,80448.0,0.0001212832,0.1,1.6145501 +1654.8,1682.7719,-0.03128529,1721.1475,5160000.0,2998.0,322500.0,,80608.0,0.0001210272,0.1,1.6535555 +1651.0,1682.528,-0.030658126,1720.466,5170000.0,3005.0,323125.0,,80768.0,0.0001207712,0.1,1.5658966 +1648.6,1682.208,-0.013552029,1720.3586,5180000.0,3011.0,323750.0,,80928.0,0.0001205152,0.1,1.5938098 +1648.0,1681.9039,-0.0342646,1720.252,5190000.0,3017.0,324375.0,,81088.0,0.0001202592,0.1,1.6284171 +1649.6,1681.6038,-0.03447123,1719.5767,5200000.0,3024.0,325000.0,,81248.0,0.0001200032,0.1,1.5873694 +1650.2,1681.3778,-0.033771187,1720.0397,5210000.0,3029.0,325625.0,,81376.0,0.0001197984,0.1,1.519469 +1649.4,1681.08,-0.03245741,1719.3676,5220000.0,3036.0,326250.0,,81536.0,0.0001195424,0.1,1.4312315 +1652.0,1680.804,-0.03006257,1718.6986,5230000.0,3043.0,326875.0,,81696.0,0.0001192864,0.1,1.3323867 +1655.4,1680.566,-0.030096538,1718.5963,5240000.0,3049.0,327500.0,,81856.0,0.0001190304,0.1,1.4372386 +1665.4,1680.4061,-0.028960248,1718.4943,5250000.0,3055.0,328125.0,,82016.0,0.0001187744,0.1,1.5327408 +1674.2,1680.3081,-0.02930806,1717.8315,5260000.0,3062.0,328750.0,,82176.0,0.0001185184,0.1,1.4585178 +1674.0,1680.2322,-0.02630547,1717.7314,5270000.0,3068.0,329375.0,,82336.0,0.0001182624,0.1,1.5731816 +1683.2,1680.244,-0.029034667,1717.6317,5280000.0,3074.0,330000.0,,82496.0,0.0001180064,0.1,1.5866755 +1688.2,1680.3241,-0.03645447,1717.5325,5290000.0,3080.0,330625.0,,82656.0,0.0001177504,0.1,1.5488803 +1687.2,1680.3821,-0.02913936,1717.4336,5300000.0,3086.0,331250.0,,82784.0,0.0001175456,0.1,1.4946748 +1691.0,1680.462,-0.034350608,1717.3351,5310000.0,3092.0,331875.0,,82944.0,0.0001172896,0.1,1.457025 +1702.0,1680.5859,-0.03002221,1717.2369,5320000.0,3098.0,332500.0,,83104.0,0.0001170336,0.1,1.6620582 +1701.0,1680.6959,-0.032842655,1716.5862,5330000.0,3105.0,333125.0,,83264.0,0.0001167776,0.1,1.6110834 +1701.6,1680.7819,-0.011624021,1716.4899,5340000.0,3111.0,333750.0,,83424.0,0.0001165216,0.1,1.5859606 +1700.4,1680.8419,-0.033714242,1716.3939,5350000.0,3117.0,334375.0,,83584.0,0.0001162656,0.1,1.6716971 +1711.0,1680.9918,-0.030573053,1715.749,5360000.0,3124.0,335000.0,,83744.0,0.0001160096,0.1,1.5342369 +1715.4,1681.172,-0.030357137,1715.6549,5370000.0,3130.0,335625.0,,83904.0,0.0001157536,0.1,1.4096192 +1716.2,1681.3761,-0.023344051,1715.5613,5380000.0,3136.0,336250.0,,84032.0,0.0001155488,0.1,1.5252705 +1713.4,1681.5541,-0.032328743,1715.4679,5390000.0,3142.0,336875.0,,84192.0,0.0001152928,0.1,1.4957318 +1717.8,1681.6781,-0.031099323,1715.3749,5400000.0,3148.0,337500.0,,84352.0,0.0001150368,0.1,1.3861063 +1717.6,1681.8159,-0.034575664,1715.2822,5410000.0,3154.0,338125.0,,84512.0,0.0001147808,0.1,1.5338931 +1721.0,1681.9698,-0.034455862,1714.6472,5420000.0,3161.0,338750.0,,84672.0,0.0001145248,0.1,1.5916934 +1724.0,1682.1418,-0.0320686,1714.5564,5430000.0,3167.0,339375.0,,84832.0,0.0001142688,0.1,1.6885171 +1725.4,1682.33,-0.034396064,1714.4658,5440000.0,3173.0,340000.0,,84992.0,0.0001140128,0.1,1.5036252 +1725.8,1682.552,-0.031085446,1714.3756,5450000.0,3179.0,340625.0,,85152.0,0.0001137568,0.1,1.5158751 +1725.0,1682.79,0.00090873044,1714.2858,5460000.0,3185.0,341250.0,,85312.0,0.0001135008,0.1,1.5947695 +1724.0,1682.9961,-0.015165486,1714.1962,5470000.0,3191.0,341875.0,,85440.0,0.000113296,0.1,1.5988777 +1722.8,1683.23,-0.03262715,1713.5709,5480000.0,3198.0,342500.0,,85600.0,0.00011304,0.1,1.7230873 +1720.8,1683.4379,-0.03270749,1713.4832,5490000.0,3204.0,343125.0,,85760.0,0.000112784,0.1,1.560527 +1717.8,1683.5839,-0.016436148,1713.3956,5500000.0,3210.0,343750.0,,85920.0,0.000112528,0.1,1.5720401 +1715.4,1683.696,-0.030463263,1713.3085,5510000.0,3216.0,344375.0,,86080.0,0.000112272,0.1,1.6480951 +1711.2,1683.7501,-0.032282777,1713.2216,5520000.0,3222.0,345000.0,,86240.0,0.000112016,0.1,1.647397 +1712.0,1683.7961,-0.031339772,1713.135,5530000.0,3228.0,345625.0,,86400.0,0.00011176,0.1,1.4827279 +1706.0,1683.8181,-0.036141474,1712.5193,5540000.0,3235.0,346250.0,,86560.0,0.000111504,0.1,1.670448 +1715.4,1683.9742,-0.031226803,1712.963,5550000.0,3240.0,346875.0,,86688.0,0.0001112992,0.1,1.4840908 +1716.0,1684.1681,-0.03140292,1712.8774,5560000.0,3246.0,347500.0,,86848.0,0.0001110432,0.1,1.4709971 +1718.6,1684.3981,-0.034255005,1712.2656,5570000.0,3253.0,348125.0,,87008.0,0.0001107872,0.1,1.6518266 +1719.2,1684.6702,-0.009026491,1712.1816,5580000.0,3259.0,348750.0,,87168.0,0.0001105312,0.1,1.5630789 +1719.0,1684.93,-0.03082772,1712.098,5590000.0,3265.0,349375.0,,87328.0,0.0001102752,0.1,1.5263159 +1717.0,1685.164,-0.030177005,1711.4915,5600000.0,3272.0,350000.0,,87488.0,0.0001100192,0.1,1.5238073 +1716.4,1685.3761,-0.033034712,1711.4094,5610000.0,3278.0,350625.0,,87648.0,0.0001097632,0.1,1.5758371 +1716.4,1685.6401,-0.03523179,1711.3276,5620000.0,3284.0,351250.0,,87808.0,0.0001095072,0.1,1.5386691 +1718.0,1685.8981,-0.033483896,1711.2462,5630000.0,3290.0,351875.0,,87968.0,0.0001092512,0.1,1.5040112 +1719.0,1686.1981,-0.033631887,1711.165,5640000.0,3296.0,352500.0,,88096.0,0.0001090464,0.1,1.5991013 +1719.2,1686.514,-0.027652148,1710.5662,5650000.0,3303.0,353125.0,,88256.0,0.0001087904,0.1,1.4797099 +1718.6,1686.81,-0.035632826,1710.4866,5660000.0,3309.0,353750.0,,88416.0,0.0001085344,0.1,1.4314553 +1719.2,1687.1221,-0.03471639,1710.4072,5670000.0,3315.0,354375.0,,88576.0,0.0001082784,0.1,1.5844854 +1721.6,1687.5079,-0.010194147,1709.8134,5680000.0,3322.0,355000.0,,88736.0,0.0001080224,0.1,1.6303792 +1721.4,1687.8539,-0.034373853,1709.7356,5690000.0,3328.0,355625.0,,88896.0,0.0001077664,0.1,1.5960002 +1722.8,1688.208,-0.034454364,1709.6581,5700000.0,3334.0,356250.0,,89056.0,0.0001075104,0.1,1.5334421 +1725.6,1688.564,-0.014620197,1709.0691,5710000.0,3341.0,356875.0,,89216.0,0.0001072544,0.1,1.6667342 +1729.8,1689.0099,-0.03476977,1708.9932,5720000.0,3347.0,357500.0,,89344.0,0.0001070496,0.1,1.6384094 +1729.4,1689.466,-0.03204031,1708.9174,5730000.0,3353.0,358125.0,,89504.0,0.0001067936,0.1,1.6100453 +1730.8,1689.9519,-0.034192663,1708.3334,5740000.0,3360.0,358750.0,,89664.0,0.0001065376,0.1,1.5335317 +1726.2,1690.438,-0.032897685,1708.259,5750000.0,3366.0,359375.0,,89824.0,0.0001062816,0.1,1.5534403 +1728.2,1690.9879,-0.03323744,1708.185,5760000.0,3372.0,360000.0,,89984.0,0.0001060256,0.1,1.3784024 +1726.6,1691.4839,-0.033590373,1707.6058,5770000.0,3379.0,360625.0,,90144.0,0.0001057696,0.1,1.5598162 +1721.2,1691.8779,-0.0341073,1707.5332,5780000.0,3385.0,361250.0,,90304.0,0.0001055136,0.1,1.5674382 +1721.0,1692.2382,-0.013971753,1707.4609,5790000.0,3391.0,361875.0,,90464.0,0.0001052576,0.1,1.6861161 +1717.2,1692.66,-0.032700285,1707.3889,5800000.0,3397.0,362500.0,,90624.0,0.0001050016,0.1,1.6747029 +1717.8,1693.088,-0.036046434,1707.317,5810000.0,3403.0,363125.0,,90752.0,0.0001047968,0.1,1.6923016 +1723.0,1693.5719,-0.029673196,1707.2455,5820000.0,3409.0,363750.0,,90912.0,0.0001045408,0.1,1.59425 +1723.0,1694.08,-0.03174708,1706.6744,5830000.0,3416.0,364375.0,,91072.0,0.0001042848,0.1,1.4785118 +1723.2,1694.5459,-0.033681132,1706.6044,5840000.0,3422.0,365000.0,,91232.0,0.0001040288,0.1,1.583424 +1721.8,1695.0719,-0.011986928,1706.5344,5850000.0,3428.0,365625.0,,91392.0,0.0001037728,0.1,1.5919154 +1721.2,1695.6439,-0.032659758,1705.968,5860000.0,3435.0,366250.0,,91552.0,0.0001035168,0.1,1.6111696 +1719.8,1696.152,-0.03280588,1705.8994,5870000.0,3441.0,366875.0,,91712.0,0.0001032608,0.1,1.5693525 +1716.6,1696.6257,-0.03544549,1705.8312,5880000.0,3447.0,367500.0,,91872.0,0.0001030048,0.1,1.5729544 +1718.8,1697.0919,-0.03451358,1705.7631,5890000.0,3453.0,368125.0,,92000.0,0.0001028,0.1,1.54511 +1717.2,1697.5339,-0.031154905,1705.2023,5900000.0,3460.0,368750.0,,92160.0,0.000102544,0.1,1.5619698 +1712.8,1697.92,-0.030031955,1705.1356,5910000.0,3466.0,369375.0,,92320.0,0.000102288,0.1,1.5030991 +1717.0,1698.322,-0.03246204,1704.5781,5920000.0,3473.0,370000.0,,92480.0,0.000102032,0.1,1.5433125 +1716.0,1698.7141,-0.030170815,1704.5128,5930000.0,3479.0,370625.0,,92640.0,0.000101776,0.1,1.5823523 +1717.6,1699.1199,-0.025410399,1704.4476,5940000.0,3485.0,371250.0,,92800.0,0.00010152,0.1,1.5794306 +1718.4,1699.5381,-0.025988039,1704.3827,5950000.0,3491.0,371875.0,,92960.0,0.000101264,0.1,1.6182848 +1720.8,1699.9598,-0.03115098,1703.8308,5960000.0,3498.0,372500.0,,93120.0,0.000101008,0.1,1.5807118 +1723.8,1700.384,-0.010687889,1703.7671,5970000.0,3504.0,373125.0,,93280.0,0.000100752,0.1,1.4367018 +1724.4,1700.7959,-0.035349634,1704.1892,5980000.0,3509.0,373750.0,,93408.0,0.0001005472,0.1,1.5728028 +1719.0,1701.1641,-0.029587409,1704.1251,5990000.0,3515.0,374375.0,,93568.0,0.0001002912,0.1,1.4631615 +1722.6,1701.596,-0.033949014,1703.5775,6000000.0,3522.0,375000.0,,93728.0,0.0001000352,0.1,1.5619285 +1722.8,1702.078,-0.034949373,1703.5148,6010000.0,3528.0,375625.0,,93888.0,9.97792e-05,0.1,1.5031918 +1722.6,1702.5558,-0.034161706,1703.4521,6020000.0,3534.0,376250.0,,94048.0,9.95232e-05,0.1,1.599868 +1725.2,1703.0819,-0.027254317,1702.9088,6030000.0,3541.0,376875.0,,94208.0,9.92672e-05,0.1,1.6064185 +1723.8,1703.712,-0.032686543,1702.8475,6040000.0,3547.0,377500.0,,94368.0,9.90112e-05,0.1,1.5681844 +1725.2,1704.312,-0.031944036,1702.7864,6050000.0,3553.0,378125.0,,94528.0,9.87552e-05,0.1,1.5513365 +1727.2,1704.9641,-0.033472687,1702.7255,6060000.0,3559.0,378750.0,,94656.0,9.85504e-05,0.1,1.5803089 +1723.2,1705.6,-0.027522234,1702.6648,6070000.0,3565.0,379375.0,,94816.0,9.82944e-05,0.1,1.567764 +1723.8,1706.1821,-0.031416066,1703.0812,6080000.0,3570.0,380000.0,,94976.0,9.80384e-05,0.1,1.5662689 +1723.6,1706.826,-0.032984015,1703.0201,6090000.0,3576.0,380625.0,,95136.0,9.77824e-05,0.1,1.6012015 +1720.4,1707.4641,-0.030564213,1702.9592,6100000.0,3582.0,381250.0,,95296.0,9.75264e-05,0.1,1.570439 +1720.0,1708.058,-0.032487642,1702.8986,6110000.0,3588.0,381875.0,,95456.0,9.72704e-05,0.1,1.6946741 +1721.4,1708.6282,-0.033555686,1702.838,6120000.0,3594.0,382500.0,,95616.0,9.70144e-05,0.1,1.5508337 +1723.6,1709.2421,-0.03526694,1702.7778,6130000.0,3600.0,383125.0,,95776.0,9.67584e-05,0.1,1.4757905 +1718.8,1709.91,-0.031213664,1702.7177,6140000.0,3606.0,383750.0,,95936.0,9.65024e-05,0.1,1.4066811 +1719.4,1710.5939,-0.034578133,1702.6578,6150000.0,3612.0,384375.0,,96064.0,9.62976e-05,0.1,1.5395743 +1717.8,1711.2241,-0.03113243,1702.5981,6160000.0,3618.0,385000.0,,96224.0,9.60416e-05,0.1,1.4938924 +1718.8,1711.9019,-0.032826517,1702.5386,6170000.0,3624.0,385625.0,,96384.0,9.57856e-05,0.1,1.5020884 +1718.8,1712.6039,-0.018393224,1702.4794,6180000.0,3630.0,386250.0,,96544.0,9.55296e-05,0.1,1.5781041 +1720.8,1713.3319,-0.03359837,1702.4203,6190000.0,3636.0,386875.0,,96704.0,9.52736e-05,0.1,1.6141444 +1719.4,1714.03,-0.03449705,1702.8289,6200000.0,3641.0,387500.0,,96864.0,9.50176e-05,0.1,1.5964816 +1722.6,1714.7539,-0.032574676,1702.7694,6210000.0,3647.0,388125.0,,97024.0,9.47616e-05,0.1,1.491838 +1720.2,1715.462,-0.028421357,1703.1764,6220000.0,3652.0,388750.0,,97184.0,9.45056e-05,0.1,1.5650072 +1716.6,1716.1079,-0.032830846,1703.1165,6230000.0,3658.0,389375.0,,97312.0,9.43008e-05,0.1,1.5168468 +1716.6,1716.7198,-0.03255803,1703.5217,6240000.0,3663.0,390000.0,,97472.0,9.40448e-05,0.1,1.5200108 +1716.2,1717.228,-0.029028451,1703.4614,6250000.0,3669.0,390625.0,,97632.0,9.37888e-05,0.1,1.45804 +1713.2,1717.6179,-0.028407399,1703.4014,6260000.0,3675.0,391250.0,,97792.0,9.35328e-05,0.1,1.4756553 +1714.4,1718.0222,-0.03146064,1703.3414,6270000.0,3681.0,391875.0,,97952.0,9.32768e-05,0.1,1.5248051 +1712.0,1718.3102,-0.033974998,1703.2819,6280000.0,3687.0,392500.0,,98112.0,9.30208e-05,0.1,1.5581716 +1716.4,1718.5922,-0.03110839,1703.2223,6290000.0,3693.0,393125.0,,98272.0,9.27648e-05,0.1,1.6218659 +1717.0,1718.89,-0.031823434,1703.163,6300000.0,3699.0,393750.0,,98432.0,9.25088e-05,0.1,1.5781652 +1719.8,1719.178,-0.03377804,1703.5637,6310000.0,3704.0,394375.0,,98592.0,9.22528e-05,0.1,1.5522693 +1723.0,1719.388,-0.033021268,1703.504,6320000.0,3710.0,395000.0,,98720.0,9.2048e-05,0.1,1.503997 +1725.6,1719.6339,-0.03134781,1703.4446,6330000.0,3716.0,395625.0,,98880.0,9.1792e-05,0.1,1.511367 +1724.6,1719.8639,-0.031602565,1703.843,6340000.0,3721.0,396250.0,,99040.0,9.1536e-05,0.1,1.539795 +1722.4,1720.0841,-0.031062093,1703.7832,6350000.0,3727.0,396875.0,,99200.0,9.128e-05,0.1,1.360862 +1725.4,1720.228,-0.029776385,1703.7235,6360000.0,3733.0,397500.0,,99360.0,9.1024e-05,0.1,1.4479328 +1730.2,1720.3761,-0.03080838,1703.6641,6370000.0,3739.0,398125.0,,99520.0,9.0768e-05,0.1,1.4461173 +1732.8,1720.5422,-0.012437601,1704.0598,6380000.0,3744.0,398750.0,,99680.0,9.0512e-05,0.1,1.6971941 +1734.4,1720.7522,-0.03172084,1704.0,6390000.0,3750.0,399375.0,,99840.0,9.0256e-05,0.1,1.5470853 +1729.4,1720.8682,-0.032887638,1703.9403,6400000.0,3756.0,400000.0,,100000.0,9e-05,0.1,1.5030646 +1729.4,1720.9861,-0.012760626,1704.334,6410000.0,3761.0,400625.0,,100128.0,8.97952e-05,0.1,1.5444311 +1722.2,1720.9983,-0.031317353,1704.2739,6420000.0,3767.0,401250.0,,100288.0,8.95392e-05,0.1,1.4998832 +1715.8,1720.9163,-0.003880362,1704.2141,6430000.0,3773.0,401875.0,,100448.0,8.92832e-05,0.1,1.5593572 +1715.4,1720.816,-0.03274289,1704.1545,6440000.0,3779.0,402500.0,,100608.0,8.90272e-05,0.1,1.4421328 +1717.4,1720.7322,-0.030369403,1704.0951,6450000.0,3785.0,403125.0,,100768.0,8.87712e-05,0.1,1.3928413 +1720.8,1720.69,-0.033998832,1704.4855,6460000.0,3790.0,403750.0,,100928.0,8.85152e-05,0.1,1.4101052 +1719.6,1720.6461,-0.034763608,1704.4257,6470000.0,3796.0,404375.0,,101088.0,8.82592e-05,0.1,1.5193655 +1721.8,1720.636,-0.033304624,1704.3661,6480000.0,3802.0,405000.0,,101248.0,8.80032e-05,0.1,1.4571388 +1721.8,1720.6458,-0.031379614,1704.7544,6490000.0,3807.0,405625.0,,101376.0,8.77984e-05,0.1,1.5115112 +1721.8,1720.6858,-0.026086459,1704.6945,6500000.0,3813.0,406250.0,,101536.0,8.75424e-05,0.1,1.4318385 +1721.6,1720.7478,-0.0291043,1704.6348,6510000.0,3819.0,406875.0,,101696.0,8.72864e-05,0.1,1.3717186 +1721.4,1720.85,-0.030051995,1704.5752,6520000.0,3825.0,407500.0,,101856.0,8.70304e-05,0.1,1.4486353 +1714.8,1720.8778,-0.02836573,1704.5157,6530000.0,3831.0,408125.0,,102016.0,8.67744e-05,0.1,1.6594238 +1716.6,1720.9839,-0.033320867,1704.4567,6540000.0,3837.0,408750.0,,102176.0,8.65184e-05,0.1,1.4960914 +1710.0,1720.93,-0.031294577,1704.3976,6550000.0,3843.0,409375.0,,102336.0,8.62624e-05,0.1,1.5100319 +1708.0,1720.85,-0.026188863,1704.3387,6560000.0,3849.0,410000.0,,102496.0,8.60064e-05,0.1,1.5468391 +1707.4,1720.7382,-0.004418079,1704.2802,6570000.0,3855.0,410625.0,,102656.0,8.57504e-05,0.1,1.4989666 +1706.0,1720.6062,-0.01457394,1704.6632,6580000.0,3860.0,411250.0,,102784.0,8.55456e-05,0.1,1.6661103 +1702.6,1720.442,-0.034280345,1704.6042,6590000.0,3866.0,411875.0,,102944.0,8.52896e-05,0.1,1.5876415 +1693.2,1720.2041,-0.009300032,1704.5454,6600000.0,3872.0,412500.0,,103104.0,8.50336e-05,0.1,1.5381457 +1688.0,1719.92,-0.030270532,1704.4868,6610000.0,3878.0,413125.0,,103264.0,8.47776e-05,0.1,1.3863151 +1693.8,1719.6941,-0.028504083,1704.4285,6620000.0,3884.0,413750.0,,103424.0,8.45216e-05,0.1,1.3991418 +1689.2,1719.4061,-0.028601343,1704.3702,6630000.0,3890.0,414375.0,,103584.0,8.42656e-05,0.1,1.4631188 +1692.6,1719.1418,-0.019741474,1704.3121,6640000.0,3896.0,415000.0,,103744.0,8.40096e-05,0.1,1.5085986 +1701.6,1718.966,-0.031592846,1704.2543,6650000.0,3902.0,415625.0,,103904.0,8.37536e-05,0.1,1.6191092 +1704.6,1718.8258,-0.026007079,1704.6327,6660000.0,3907.0,416250.0,,104032.0,8.35488e-05,0.1,1.4472489 +1703.8,1718.6718,-0.024213638,1704.5745,6670000.0,3913.0,416875.0,,104192.0,8.32928e-05,0.1,1.6240196 +1704.0,1718.4957,-0.029228538,1704.5165,6680000.0,3919.0,417500.0,,104352.0,8.30368e-05,0.1,1.4979832 +1706.6,1718.3478,-0.03078732,1704.4586,6690000.0,3925.0,418125.0,,104512.0,8.27808e-05,0.1,1.5729241 +1704.4,1718.164,-0.029654626,1703.9674,6700000.0,3932.0,418750.0,,104672.0,8.25248e-05,0.1,1.4076462 +1706.8,1717.976,-0.02987673,1703.9106,6710000.0,3938.0,419375.0,,104832.0,8.22688e-05,0.1,1.3842552 +1709.2,1717.77,-0.029398404,1703.854,6720000.0,3944.0,420000.0,,104992.0,8.20128e-05,0.1,1.5004925 +1705.4,1717.53,-0.030070247,1703.7975,6730000.0,3950.0,420625.0,,105152.0,8.17568e-05,0.1,1.4469515 +1707.2,1717.2941,-0.003822405,1703.7412,6740000.0,3956.0,421250.0,,105312.0,8.15008e-05,0.1,1.538488 +1706.8,1717.1001,-0.029799651,1704.1151,6750000.0,3961.0,421875.0,,105440.0,8.1296e-05,0.1,1.4129019 +1707.8,1716.8961,-0.015881903,1704.0585,6760000.0,3967.0,422500.0,,105600.0,8.104e-05,0.1,1.5260054 +1707.4,1716.7039,-0.028413076,1704.002,6770000.0,3973.0,423125.0,,105760.0,8.0784e-05,0.1,1.5778685 +1712.8,1716.6199,-0.032102928,1704.374,6780000.0,3978.0,423750.0,,105920.0,8.0528e-05,0.1,1.6461965 +1714.2,1716.552,-0.029760463,1704.3173,6790000.0,3984.0,424375.0,,106080.0,8.0272e-05,0.1,1.5388176 +1718.4,1716.5642,-0.029343802,1704.2606,6800000.0,3990.0,425000.0,,106240.0,8.0016e-05,0.1,1.3564695 +1720.8,1716.5939,-0.028202105,1704.2042,6810000.0,3996.0,425625.0,,106400.0,7.976e-05,0.1,1.4927018 +1724.2,1716.6061,-0.027606593,1704.5739,6820000.0,4001.0,426250.0,,106560.0,7.9504e-05,0.1,1.4031975 +1728.2,1716.658,-0.025466396,1704.5171,6830000.0,4007.0,426875.0,,106688.0,7.92992e-05,0.1,1.4075203 +1723.8,1716.6641,-0.021159578,1704.8854,6840000.0,4012.0,427500.0,,106848.0,7.90432e-05,0.1,1.5001647 +1728.8,1716.734,-0.031381574,1704.8282,6850000.0,4018.0,428125.0,,107008.0,7.87872e-05,0.1,1.5667086 +1729.0,1716.812,-0.030552274,1704.7714,6860000.0,4024.0,428750.0,,107168.0,7.85312e-05,0.1,1.730574 +1729.6,1716.9098,-0.03246934,1704.7146,6870000.0,4030.0,429375.0,,107328.0,7.82752e-05,0.1,1.655047 +1731.0,1717.054,-0.032293435,1704.6581,6880000.0,4036.0,430000.0,,107488.0,7.80192e-05,0.1,1.5597181 +1731.2,1717.178,-0.031150497,1705.0236,6890000.0,4041.0,430625.0,,107648.0,7.77632e-05,0.1,1.45959 +1732.0,1717.3259,-0.029187635,1704.9667,6900000.0,4047.0,431250.0,,107808.0,7.75072e-05,0.1,1.3906882 +1734.2,1717.54,-0.029455699,1704.9099,6910000.0,4053.0,431875.0,,107968.0,7.72512e-05,0.1,1.4784298 +1734.0,1717.71,-0.031871524,1704.8534,6920000.0,4059.0,432500.0,,108096.0,7.70464e-05,0.1,1.4779842 +1735.6,1717.9061,-0.025882658,1705.2166,6930000.0,4064.0,433125.0,,108256.0,7.67904e-05,0.1,1.4112906 +1736.6,1718.0958,-0.030795433,1705.1597,6940000.0,4070.0,433750.0,,108416.0,7.65344e-05,0.1,1.4758707 +1738.8,1718.2998,-0.034280885,1705.103,6950000.0,4076.0,434375.0,,108576.0,7.62784e-05,0.1,1.5622549 +1739.0,1718.4817,-0.031294633,1705.0465,6960000.0,4082.0,435000.0,,108736.0,7.60224e-05,0.1,1.6087763 +1736.8,1718.6118,-0.028693646,1704.9902,6970000.0,4088.0,435625.0,,108896.0,7.57664e-05,0.1,1.5674618 +1738.8,1718.7557,-0.024669068,1704.9341,6980000.0,4094.0,436250.0,,109056.0,7.55104e-05,0.1,1.5261687 +1739.8,1718.9639,-0.026097627,1705.294,6990000.0,4099.0,436875.0,,109216.0,7.52544e-05,0.1,1.4591675 +1736.4,1719.1019,-0.029188776,1705.2375,7000000.0,4105.0,437500.0,,109344.0,7.50496e-05,0.1,1.5255457 +1736.2,1719.236,-0.03075623,1705.1813,7010000.0,4111.0,438125.0,,109504.0,7.47936e-05,0.1,1.5230484 +1735.4,1719.364,-0.022578707,1705.1251,7020000.0,4117.0,438750.0,,109664.0,7.45376e-05,0.1,1.561712 +1738.4,1719.4962,-0.03059312,1705.4828,7030000.0,4122.0,439375.0,,109824.0,7.42816e-05,0.1,1.5837054 +1737.4,1719.6322,-0.03063536,1705.4264,7040000.0,4128.0,440000.0,,109984.0,7.40256e-05,0.1,1.5038483 +1737.8,1719.7582,-0.030925285,1705.3701,7050000.0,4134.0,440625.0,,110144.0,7.37696e-05,0.1,1.484534 +1742.4,1719.9102,-0.027815212,1705.314,7060000.0,4140.0,441250.0,,110304.0,7.35136e-05,0.1,1.4060371 +1745.0,1720.1279,-0.028662194,1705.258,7070000.0,4146.0,441875.0,,110464.0,7.32576e-05,0.1,1.4148221 +1742.4,1720.3141,-0.027262526,1705.2023,7080000.0,4152.0,442500.0,,110624.0,7.30016e-05,0.1,1.4943146 +1743.8,1720.5161,-0.030940969,1705.5569,7090000.0,4157.0,443125.0,,110752.0,7.27968e-05,0.1,1.4032506 +1741.4,1720.7261,-0.031111851,1705.5009,7100000.0,4163.0,443750.0,,110912.0,7.25408e-05,0.1,1.3739865 +1742.4,1720.9502,-0.024627242,1705.445,7110000.0,4169.0,444375.0,,111072.0,7.22848e-05,0.1,1.3924705 +1740.6,1721.1421,-0.012039065,1705.3893,7120000.0,4175.0,445000.0,,111232.0,7.20288e-05,0.1,1.547122 +1739.8,1721.3041,-0.031594403,1705.7416,7130000.0,4180.0,445625.0,,111392.0,7.17728e-05,0.1,1.4014691 +1740.2,1721.5181,-0.007790586,1705.6857,7140000.0,4186.0,446250.0,,111552.0,7.15168e-05,0.1,1.5035629 +1740.2,1721.7261,-0.03161063,1705.6298,7150000.0,4192.0,446875.0,,111712.0,7.12608e-05,0.1,1.5090697 +1741.6,1721.9641,-0.032211013,1705.5741,7160000.0,4198.0,447500.0,,111872.0,7.10048e-05,0.1,1.3446736 +1739.4,1722.1702,-0.032595944,1705.9243,7170000.0,4203.0,448125.0,,112000.0,7.08e-05,0.1,1.4262425 +1739.6,1722.3779,-0.009749825,1705.8684,7180000.0,4209.0,448750.0,,112160.0,7.0544e-05,0.1,1.4256188 +1738.2,1722.552,-0.025033642,1705.8126,7190000.0,4215.0,449375.0,,112320.0,7.0288e-05,0.1,1.4513421 +1739.0,1722.7479,-0.025891917,1705.757,7200000.0,4221.0,450000.0,,112480.0,7.0032e-05,0.1,1.4183445 +1739.2,1722.9141,-0.032333743,1705.7014,7210000.0,4227.0,450625.0,,112640.0,6.9776e-05,0.1,1.4624654 +1740.6,1723.1178,-0.029972905,1705.6461,7220000.0,4233.0,451250.0,,112800.0,6.952e-05,0.1,1.4574058 +1743.4,1723.3861,-0.029233962,1705.591,7230000.0,4239.0,451875.0,,112960.0,6.9264e-05,0.1,1.4525983 +1742.0,1723.6399,-0.028805157,1705.5359,7240000.0,4245.0,452500.0,,113120.0,6.9008e-05,0.1,1.4328964 +1743.8,1723.9159,-0.023883788,1705.4811,7250000.0,4251.0,453125.0,,113280.0,6.8752e-05,0.1,1.4355214 +1743.6,1724.2198,-0.02714818,1705.827,7260000.0,4256.0,453750.0,,113408.0,6.85472e-05,0.1,1.543643 +1742.0,1724.4957,-0.0268484,1705.772,7270000.0,4262.0,454375.0,,113568.0,6.82912e-05,0.1,1.4144031 +1742.2,1724.7979,-0.0316209,1705.7169,7280000.0,4268.0,455000.0,,113728.0,6.80352e-05,0.1,1.4777943 +1742.2,1725.0559,-0.025158832,1705.6621,7290000.0,4274.0,455625.0,,113888.0,6.77792e-05,0.1,1.4543777 +1748.2,1725.3679,-0.01120406,1705.6074,7300000.0,4280.0,456250.0,,114048.0,6.75232e-05,0.1,1.5007455 +1745.8,1725.6282,-0.027760733,1705.553,7310000.0,4286.0,456875.0,,114208.0,6.72672e-05,0.1,1.4880407 +1745.6,1725.8539,-0.013853714,1705.4987,7320000.0,4292.0,457500.0,,114368.0,6.70112e-05,0.1,1.3788614 +1747.8,1726.0758,-0.02711395,1705.4443,7330000.0,4298.0,458125.0,,114528.0,6.67552e-05,0.1,1.4240639 +1746.4,1726.294,-0.02758197,1705.7866,7340000.0,4303.0,458750.0,,114656.0,6.65504e-05,0.1,1.4170506 +1747.4,1726.544,-0.028717635,1705.7322,7350000.0,4309.0,459375.0,,114816.0,6.62944e-05,0.1,1.3736674 +1747.4,1726.7642,-0.026293684,1705.6779,7360000.0,4315.0,460000.0,,114976.0,6.60384e-05,0.1,1.3083041 +1742.4,1726.8862,-0.024261493,1705.6237,7370000.0,4321.0,460625.0,,115136.0,6.57824e-05,0.1,1.3281492 +1742.0,1726.9781,-0.028334817,1705.5697,7380000.0,4327.0,461250.0,,115296.0,6.55264e-05,0.1,1.3069458 +1741.6,1727.05,-0.027964009,1705.5159,7390000.0,4333.0,461875.0,,115456.0,6.52704e-05,0.1,1.374402 +1745.4,1727.21,-0.028669879,1705.462,7400000.0,4339.0,462500.0,,115616.0,6.50144e-05,0.1,1.3655716 +1748.6,1727.4019,-0.030522361,1705.4086,7410000.0,4345.0,463125.0,,115776.0,6.47584e-05,0.1,1.4588096 +1750.6,1727.6858,-0.02834213,1705.3551,7420000.0,4351.0,463750.0,,115936.0,6.45024e-05,0.1,1.3887041 +1751.0,1728.038,-0.02982592,1705.6932,7430000.0,4356.0,464375.0,,116064.0,6.42976e-05,0.1,1.4816464 +1750.4,1728.388,-0.030381838,1705.6396,7440000.0,4362.0,465000.0,,116224.0,6.40416e-05,0.1,1.3903704 +1753.4,1728.7482,-0.025127977,1705.586,7450000.0,4368.0,465625.0,,116384.0,6.37856e-05,0.1,1.2425991 +1756.0,1729.1,-0.028555052,1705.5327,7460000.0,4374.0,466250.0,,116544.0,6.35296e-05,0.1,1.3311667 +1754.0,1729.4442,-0.027359499,1705.4795,7470000.0,4380.0,466875.0,,116704.0,6.32736e-05,0.1,1.428536 +1758.4,1729.8102,-0.027850442,1705.4264,7480000.0,4386.0,467500.0,,116864.0,6.30176e-05,0.1,1.5168912 +1760.8,1730.2002,-0.026873652,1705.3734,7490000.0,4392.0,468125.0,,117024.0,6.27616e-05,0.1,1.43785 +1758.2,1730.5641,-0.030761732,1705.3206,7500000.0,4398.0,468750.0,,117184.0,6.25056e-05,0.1,1.573046 +1758.0,1730.9281,-0.027490014,1705.268,7510000.0,4404.0,469375.0,,117312.0,6.23008e-05,0.1,1.4456539 +1757.8,1731.292,-0.027562607,1705.2155,7520000.0,4410.0,470000.0,,117472.0,6.20448e-05,0.1,1.4749057 +1758.8,1731.732,-0.03142328,1705.1631,7530000.0,4416.0,470625.0,,117632.0,6.17888e-05,0.1,1.4556632 +1760.2,1732.168,-0.028620709,1705.4965,7540000.0,4421.0,471250.0,,117792.0,6.15328e-05,0.1,1.4351716 +1759.0,1732.658,-0.024704197,1705.4438,7550000.0,4427.0,471875.0,,117952.0,6.12768e-05,0.1,1.3413484 +1759.4,1733.1722,-0.026587885,1705.3914,7560000.0,4433.0,472500.0,,118112.0,6.10208e-05,0.1,1.2992464 +1763.4,1733.7322,-0.029943718,1705.339,7570000.0,4439.0,473125.0,,118272.0,6.07648e-05,0.1,1.369834 +1762.6,1734.2981,-0.027705919,1705.2869,7580000.0,4445.0,473750.0,,118432.0,6.05088e-05,0.1,1.3913515 +1766.8,1734.94,-0.02634954,1705.2347,7590000.0,4451.0,474375.0,,118592.0,6.02528e-05,0.1,1.4676948 +1770.2,1735.71,-0.027643485,1705.5656,7600000.0,4456.0,475000.0,,118720.0,6.0048e-05,0.1,1.3726583 +1770.2,1736.532,-0.028677398,1705.5132,7610000.0,4462.0,475625.0,,118880.0,5.9792e-05,0.1,1.5575738 +1770.0,1737.2941,-0.028934695,1705.461,7620000.0,4468.0,476250.0,,119040.0,5.9536e-05,0.1,1.4009407 +1770.6,1738.1079,-0.0060437387,1705.409,7630000.0,4474.0,476875.0,,119200.0,5.928e-05,0.1,1.4033452 +1770.6,1738.888,-0.025300162,1705.3572,7640000.0,4480.0,477500.0,,119360.0,5.9024e-05,0.1,1.3224165 +1769.4,1739.5659,-0.025615951,1705.6857,7650000.0,4485.0,478125.0,,119520.0,5.8768e-05,0.1,1.3576627 +1765.6,1740.1759,-0.025767248,1705.6335,7660000.0,4491.0,478750.0,,119680.0,5.8512e-05,0.1,1.3695267 +1762.2,1740.76,-0.029367385,1705.5815,7670000.0,4497.0,479375.0,,119840.0,5.8256e-05,0.1,1.4244152 +1762.0,1741.34,-0.025725974,1705.5297,7680000.0,4503.0,480000.0,,120000.0,5.8e-05,0.1,1.3942509 +1761.2,1741.886,-0.028041411,1705.8562,7690000.0,4508.0,480625.0,,120128.0,5.77952e-05,0.1,1.4474599 +1764.0,1742.482,-0.030282201,1705.8042,7700000.0,4514.0,481250.0,,120288.0,5.75392e-05,0.1,1.5202594 +1760.8,1743.0219,-0.026059976,1705.7522,7710000.0,4520.0,481875.0,,120448.0,5.72832e-05,0.1,1.457998 +1761.4,1743.5441,-0.021650443,1705.7004,7720000.0,4526.0,482500.0,,120608.0,5.70272e-05,0.1,1.3832874 +1761.6,1744.106,-0.007461561,1705.6487,7730000.0,4532.0,483125.0,,120768.0,5.67712e-05,0.1,1.3249228 +1757.2,1744.606,-0.02061766,1705.5972,7740000.0,4538.0,483750.0,,120928.0,5.65152e-05,0.1,1.3243568 +1762.0,1745.158,-0.026027096,1705.5458,7750000.0,4544.0,484375.0,,121088.0,5.62592e-05,0.1,1.4034328 +1761.4,1745.6938,-0.025797023,1705.4945,7760000.0,4550.0,485000.0,,121248.0,5.60032e-05,0.1,1.5195876 +1762.4,1746.2443,-0.027735915,1705.8177,7770000.0,4555.0,485625.0,,121376.0,5.57984e-05,0.1,1.3634752 +1762.0,1746.7361,-0.027393715,1705.7662,7780000.0,4561.0,486250.0,,121536.0,5.55424e-05,0.1,1.442808 +1763.4,1747.2281,-0.027295617,1705.715,7790000.0,4567.0,486875.0,,121696.0,5.52864e-05,0.1,1.4634088 +1765.2,1747.696,-0.027027186,1705.6637,7800000.0,4573.0,487500.0,,121856.0,5.50304e-05,0.1,1.3750596 +1766.0,1748.148,-0.027989253,1705.6125,7810000.0,4579.0,488125.0,,122016.0,5.47744e-05,0.1,1.3712417 +1765.4,1748.5602,-0.027067438,1705.5616,7820000.0,4585.0,488750.0,,122176.0,5.45184e-05,0.1,1.3829451 +1764.2,1748.9202,-0.028761385,1705.5107,7830000.0,4591.0,489375.0,,122336.0,5.42624e-05,0.1,1.3161839 +1764.8,1749.33,-0.02780636,1705.4601,7840000.0,4597.0,490000.0,,122496.0,5.40064e-05,0.1,1.3142047 +1764.8,1749.69,-0.025496917,1705.4095,7850000.0,4603.0,490625.0,,122656.0,5.37504e-05,0.1,1.3329604 +1766.0,1750.06,-0.02799965,1705.7291,7860000.0,4608.0,491250.0,,122784.0,5.35456e-05,0.1,1.3595135 +1766.4,1750.428,-0.024573816,1705.6783,7870000.0,4614.0,491875.0,,122944.0,5.32896e-05,0.1,1.434492 +1768.4,1750.802,-0.028049065,1705.6277,7880000.0,4620.0,492500.0,,123104.0,5.30336e-05,0.1,1.3536367 +1777.4,1751.2642,-0.027538495,1705.5771,7890000.0,4626.0,493125.0,,123264.0,5.27776e-05,0.1,1.4248607 +1778.0,1751.7242,-0.0266872,1705.5267,7900000.0,4632.0,493750.0,,123424.0,5.25216e-05,0.1,1.4569013 +1779.2,1752.1742,-0.027267843,1705.8442,7910000.0,4637.0,494375.0,,123584.0,5.22656e-05,0.1,1.3538473 +1780.2,1752.6362,-0.024929613,1705.7937,7920000.0,4643.0,495000.0,,123744.0,5.20096e-05,0.1,1.3590991 +1780.4,1753.0841,-0.026419055,1705.7432,7930000.0,4649.0,495625.0,,123904.0,5.17536e-05,0.1,1.3904399 +1782.6,1753.5441,-0.02778707,1706.0593,7940000.0,4654.0,496250.0,,124032.0,5.15488e-05,0.1,1.24994 +1782.6,1753.982,-0.015951963,1706.0085,7950000.0,4660.0,496875.0,,124192.0,5.12928e-05,0.1,1.4180696 +1787.0,1754.462,-0.026933825,1705.958,7960000.0,4666.0,497500.0,,124352.0,5.10368e-05,0.1,1.4950997 +1788.2,1754.9758,-0.027736709,1705.9076,7970000.0,4672.0,498125.0,,124512.0,5.07808e-05,0.1,1.4297029 +1781.8,1755.4059,-0.02224129,1705.8572,7980000.0,4678.0,498750.0,,124672.0,5.05248e-05,0.1,1.2949855 +1782.4,1755.832,-0.027082156,1705.807,7990000.0,4684.0,499375.0,,124832.0,5.02688e-05,0.1,1.3975544 +1783.6,1756.3041,-0.028295817,1705.757,8000000.0,4690.0,500000.0,,124992.0,5.00128e-05,0.1,1.4170859 +1779.4,1756.7361,-0.026762532,1705.707,8010000.0,4696.0,500625.0,,125152.0,4.97568e-05,0.1,1.4136764 +1777.6,1757.158,-0.027165439,1705.6572,8020000.0,4702.0,501250.0,,125312.0,4.95008e-05,0.1,1.3765447 +1774.8,1757.5219,-0.02145977,1705.9698,8030000.0,4707.0,501875.0,,125440.0,4.9296e-05,0.1,1.3614587 +1774.2,1757.89,-0.027552728,1705.9198,8040000.0,4713.0,502500.0,,125600.0,4.904e-05,0.1,1.5157063 +1775.0,1758.2618,-0.024967512,1706.2314,8050000.0,4718.0,503125.0,,125760.0,4.8784e-05,0.1,1.3657194 +1771.6,1758.554,-0.027575433,1706.1812,8060000.0,4724.0,503750.0,,125920.0,4.8528e-05,0.1,1.3399103 +1771.6,1758.8198,-0.026384622,1706.1311,8070000.0,4730.0,504375.0,,126080.0,4.8272e-05,0.1,1.390712 +1772.0,1759.116,-0.025649652,1706.081,8080000.0,4736.0,505000.0,,126240.0,4.8016e-05,0.1,1.4565463 +1772.2,1759.3999,-0.026162526,1706.0312,8090000.0,4742.0,505625.0,,126400.0,4.776e-05,0.1,1.4505584 +1772.6,1759.7119,-0.023544364,1705.9814,8100000.0,4748.0,506250.0,,126560.0,4.7504e-05,0.1,1.3705348 +1771.8,1760.006,-0.027079536,1706.2908,8110000.0,4753.0,506875.0,,126688.0,4.72992e-05,0.1,1.4339113 +1772.2,1760.322,-0.024757288,1706.2408,8120000.0,4759.0,507500.0,,126848.0,4.70432e-05,0.1,1.4568224 +1769.4,1760.6182,-0.028340144,1706.1909,8130000.0,4765.0,508125.0,,127008.0,4.67872e-05,0.1,1.380913 +1770.2,1760.918,-0.024940804,1706.4989,8140000.0,4770.0,508750.0,,127168.0,4.65312e-05,0.1,1.3047435 +1771.2,1761.2283,-0.0246037,1706.4489,8150000.0,4776.0,509375.0,,127328.0,4.62752e-05,0.1,1.2725791 +1772.6,1761.5381,-0.022398025,1706.399,8160000.0,4782.0,510000.0,,127488.0,4.60192e-05,0.1,1.1934762 +1772.6,1761.87,-0.026003944,1706.3492,8170000.0,4788.0,510625.0,,127648.0,4.57632e-05,0.1,1.2612646 +1773.4,1762.208,-0.025247052,1706.2996,8180000.0,4794.0,511250.0,,127808.0,4.55072e-05,0.1,1.3138666 +1772.8,1762.554,-0.025809318,1706.25,8190000.0,4800.0,511875.0,,127968.0,4.52512e-05,0.1,1.4107809 +1778.8,1762.9519,-0.022972705,1706.5557,8200000.0,4805.0,512500.0,,128096.0,4.50464e-05,0.1,1.3406392 +1779.2,1763.352,-0.023271121,1706.506,8210000.0,4811.0,513125.0,,128256.0,4.47904e-05,0.1,1.2711129 +1776.8,1763.7141,-0.024521949,1706.4563,8220000.0,4817.0,513750.0,,128416.0,4.45344e-05,0.1,1.3662695 +1768.6,1763.966,-0.025243258,1706.4069,8230000.0,4823.0,514375.0,,128576.0,4.42784e-05,0.1,1.2204387 +1771.4,1764.26,-0.024107426,1706.3574,8240000.0,4829.0,515000.0,,128736.0,4.40224e-05,0.1,1.3943748 +1767.6,1764.4979,-0.026632344,1706.3082,8250000.0,4835.0,515625.0,,128896.0,4.37664e-05,0.1,1.3223082 +1765.6,1764.718,-0.026369397,1706.259,8260000.0,4841.0,516250.0,,129056.0,4.35104e-05,0.1,1.4209764 +1765.0,1764.948,-0.026294814,1706.2101,8270000.0,4847.0,516875.0,,129216.0,4.32544e-05,0.1,1.3871953 +1768.6,1765.2119,-0.025964336,1706.5128,8280000.0,4852.0,517500.0,,129344.0,4.30496e-05,0.1,1.3086557 +1769.4,1765.484,-0.024062172,1706.1124,8290000.0,4859.0,518125.0,,129504.0,4.27936e-05,0.1,1.3564512 +1767.4,1765.6761,-0.008882982,1706.0637,8300000.0,4865.0,518750.0,,129664.0,4.25376e-05,0.1,1.3349655 +1767.6,1765.894,-0.025073484,1706.0151,8310000.0,4871.0,519375.0,,129824.0,4.22816e-05,0.1,1.4220346 +1768.2,1766.12,-0.024762478,1706.3167,8320000.0,4876.0,520000.0,,129984.0,4.20256e-05,0.1,1.3991423 +1761.8,1766.26,-0.023945723,1706.268,8330000.0,4882.0,520625.0,,130144.0,4.17696e-05,0.1,1.3263402 +1762.0,1766.4159,-0.021741593,1706.2194,8340000.0,4888.0,521250.0,,130304.0,4.15136e-05,0.1,1.321409 +1759.4,1766.5361,-0.021646857,1706.1708,8350000.0,4894.0,521875.0,,130464.0,4.12576e-05,0.1,1.3508995 +1759.0,1766.652,-0.019563079,1706.1224,8360000.0,4900.0,522500.0,,130624.0,4.10016e-05,0.1,1.2938987 +1757.0,1766.7981,-0.02240101,1706.422,8370000.0,4905.0,523125.0,,130752.0,4.07968e-05,0.1,1.352613 +1754.0,1766.9181,-0.021889508,1706.3734,8380000.0,4911.0,523750.0,,130912.0,4.05408e-05,0.1,1.2350957 +1754.4,1767.0461,-0.025452876,1706.325,8390000.0,4917.0,524375.0,,131072.0,4.02848e-05,0.1,1.411783 +1754.0,1767.1322,-0.021688748,1706.2766,8400000.0,4923.0,525000.0,,131232.0,4.00288e-05,0.1,1.3390223 +1754.6,1767.192,-0.022801286,1706.2284,8410000.0,4929.0,525625.0,,131392.0,3.97728e-05,0.1,1.3574696 +1751.6,1767.202,-0.022604771,1706.1803,8420000.0,4935.0,526250.0,,131552.0,3.95168e-05,0.1,1.3588243 +1751.8,1767.2098,-0.02387729,1706.1323,8430000.0,4941.0,526875.0,,131712.0,3.92608e-05,0.1,1.4002032 +1755.6,1767.2618,-0.024740525,1706.4294,8440000.0,4946.0,527500.0,,131872.0,3.90048e-05,0.1,1.2980024 +1764.4,1767.3721,-0.02501559,1706.3812,8450000.0,4952.0,528125.0,,132000.0,3.88e-05,0.1,1.2533828 +1765.6,1767.468,-0.023837721,1706.3333,8460000.0,4958.0,528750.0,,132160.0,3.8544e-05,0.1,1.2729323 +1773.4,1767.662,-0.0046766684,1706.2853,8470000.0,4964.0,529375.0,,132320.0,3.8288e-05,0.1,1.3401334 +1773.4,1767.8121,-0.02421346,1706.2374,8480000.0,4970.0,530000.0,,132480.0,3.8032e-05,0.1,1.2492394 +1772.8,1767.932,-0.020331167,1706.5327,8490000.0,4975.0,530625.0,,132640.0,3.7776e-05,0.1,1.2209592 +1775.0,1768.1001,-0.022425417,1706.1421,8500000.0,4982.0,531250.0,,132800.0,3.752e-05,0.1,1.3001049 +1774.6,1768.2661,-0.020805072,1706.0946,8510000.0,4988.0,531875.0,,132960.0,3.7264e-05,0.1,1.3021994 +1776.8,1768.4559,-0.020008316,1706.0472,8520000.0,4994.0,532500.0,,133120.0,3.7008e-05,0.1,1.2992251 +1776.4,1768.6321,-0.022949617,1706.0,8530000.0,5000.0,533125.0,,133280.0,3.6752e-05,0.1,1.4173213 +1773.4,1768.764,-0.024272606,1706.2937,8540000.0,5005.0,533750.0,,133408.0,3.65472e-05,0.1,1.4951367 +1776.2,1768.9363,-0.02328632,1706.2462,8550000.0,5011.0,534375.0,,133568.0,3.62912e-05,0.1,1.4618032 +1779.8,1769.14,-0.020201502,1706.199,8560000.0,5017.0,535000.0,,133728.0,3.60352e-05,0.1,1.3205549 +1776.0,1769.2661,-0.021576297,1706.1517,8570000.0,5023.0,535625.0,,133888.0,3.57792e-05,0.1,1.2726626 +1783.0,1769.47,-0.02051741,1706.1046,8580000.0,5029.0,536250.0,,134048.0,3.55232e-05,0.1,1.2344592 +1782.8,1769.63,-0.020471703,1706.0576,8590000.0,5035.0,536875.0,,134208.0,3.52672e-05,0.1,1.2317377 +1783.4,1769.7621,-0.021581212,1706.0107,8600000.0,5041.0,537500.0,,134368.0,3.50112e-05,0.1,1.2624794 +1780.6,1769.8661,-0.01835639,1705.964,8610000.0,5047.0,538125.0,,134528.0,3.47552e-05,0.1,1.3352411 +1780.0,1769.9661,-0.01692278,1706.255,8620000.0,5052.0,538750.0,,134656.0,3.45504e-05,0.1,1.1890489 +1779.2,1770.052,-0.022094091,1706.208,8630000.0,5058.0,539375.0,,134816.0,3.42944e-05,0.1,1.2374704 +1776.8,1770.114,-0.021382222,1706.1611,8640000.0,5064.0,540000.0,,134976.0,3.40384e-05,0.1,1.4165206 +1774.0,1770.16,-0.022523692,1706.1144,8650000.0,5070.0,540625.0,,135136.0,3.37824e-05,0.1,1.39009 +1773.4,1770.2382,-0.022735534,1706.4039,8660000.0,5075.0,541250.0,,135296.0,3.35264e-05,0.1,1.3389846 +1773.4,1770.3501,-0.023730682,1706.357,8670000.0,5081.0,541875.0,,135456.0,3.32704e-05,0.1,1.3039081 +1773.6,1770.4663,-0.021536766,1706.3102,8680000.0,5087.0,542500.0,,135616.0,3.30144e-05,0.1,1.2838068 +1774.0,1770.5941,-0.02076563,1706.2635,8690000.0,5093.0,543125.0,,135776.0,3.27584e-05,0.1,1.3036983 +1774.6,1770.7,-0.019598745,1706.2169,8700000.0,5099.0,543750.0,,135936.0,3.25024e-05,0.1,1.2509693 +1777.2,1770.8639,-0.0217923,1706.1704,8710000.0,5105.0,544375.0,,136064.0,3.22976e-05,0.1,1.3136327 +1771.0,1770.96,-0.018380068,1706.124,8720000.0,5111.0,545000.0,,136224.0,3.20416e-05,0.1,1.2598238 +1771.0,1771.054,-0.001200768,1706.0778,8730000.0,5117.0,545625.0,,136384.0,3.17856e-05,0.1,1.3486106 +1771.6,1771.198,-0.021941828,1706.0316,8740000.0,5123.0,546250.0,,136544.0,3.15296e-05,0.1,1.4742002 +1766.4,1771.2421,-0.023559665,1705.9856,8750000.0,5129.0,546875.0,,136704.0,3.12736e-05,0.1,1.3925498 +1766.0,1771.288,-0.02627051,1706.272,8760000.0,5134.0,547500.0,,136864.0,3.10176e-05,0.1,1.4230635 +1768.0,1771.3441,-0.018793102,1706.2257,8770000.0,5140.0,548125.0,,137024.0,3.07616e-05,0.1,1.311981 +1768.8,1771.412,-0.021400485,1706.1796,8780000.0,5146.0,548750.0,,137184.0,3.05056e-05,0.1,1.3050582 +1767.4,1771.452,-0.02276932,1706.4647,8790000.0,5151.0,549375.0,,137312.0,3.03008e-05,0.1,1.3235338 +1770.6,1771.506,-0.018762045,1706.4185,8800000.0,5157.0,550000.0,,137472.0,3.00448e-05,0.1,1.2238936 +1770.2,1771.548,-0.015682636,1706.3723,8810000.0,5163.0,550625.0,,137632.0,2.97888e-05,0.1,1.1855068 +1769.4,1771.588,-0.018609246,1706.3262,8820000.0,5169.0,551250.0,,137792.0,2.95328e-05,0.1,1.236086 +1775.2,1771.6981,-0.020022344,1706.2802,8830000.0,5175.0,551875.0,,137952.0,2.92768e-05,0.1,1.3483839 +1775.6,1771.8062,-0.024153104,1706.5637,8840000.0,5180.0,552500.0,,138112.0,2.90208e-05,0.1,1.5047371 +1775.6,1771.914,-0.017422335,1706.5176,8850000.0,5186.0,553125.0,,138272.0,2.87648e-05,0.1,1.2766981 +1780.0,1772.054,-0.020512491,1706.143,8860000.0,5193.0,553750.0,,138432.0,2.85088e-05,0.1,1.3051052 +1783.2,1772.2219,-0.020019405,1706.4255,8870000.0,5198.0,554375.0,,138592.0,2.82528e-05,0.1,1.2413901 +1777.6,1772.314,-0.018267235,1706.3798,8880000.0,5204.0,555000.0,,138720.0,2.8048e-05,0.1,1.3076534 +1776.8,1772.3079,-0.019128587,1706.334,8890000.0,5210.0,555625.0,,138880.0,2.7792e-05,0.1,1.2305479 +1776.6,1772.2937,-0.018405605,1706.2883,8900000.0,5216.0,556250.0,,139040.0,2.7536e-05,0.1,1.164058 +1776.4,1772.2657,-0.0173895,1706.5696,8910000.0,5221.0,556875.0,,139200.0,2.728e-05,0.1,1.1952662 +1776.0,1772.2239,-0.01876842,1706.5238,8920000.0,5227.0,557500.0,,139360.0,2.7024e-05,0.1,1.3241642 +1776.6,1772.1859,-0.020655632,1706.4781,8930000.0,5233.0,558125.0,,139520.0,2.6768e-05,0.1,1.4755415 +1780.6,1772.1659,-0.023910495,1706.4325,8940000.0,5239.0,558750.0,,139680.0,2.6512e-05,0.1,1.4587545 +1780.0,1772.14,-0.02233029,1706.3871,8950000.0,5245.0,559375.0,,139840.0,2.6256e-05,0.1,1.309115 +1780.0,1772.0698,-0.018423004,1706.3417,8960000.0,5251.0,560000.0,,140000.0,2.6e-05,0.1,1.3497663 +1783.6,1772.0239,-0.023012098,1706.621,8970000.0,5256.0,560625.0,,140128.0,2.57952e-05,0.1,1.2979541 +1784.6,1772.0519,-0.017464854,1706.5754,8980000.0,5262.0,561250.0,,140288.0,2.55392e-05,0.1,1.2564425 +1784.2,1772.0698,-0.014257481,1706.53,8990000.0,5268.0,561875.0,,140448.0,2.52832e-05,0.1,1.14311 +1784.0,1772.0739,-0.014990155,1706.4846,9000000.0,5274.0,562500.0,,140608.0,2.50272e-05,0.1,1.1717246 +1784.2,1772.1221,-0.01782763,1706.7627,9010000.0,5279.0,563125.0,,140768.0,2.47712e-05,0.1,1.2258471 +1785.0,1772.1959,-0.018346533,1706.7172,9020000.0,5285.0,563750.0,,140928.0,2.45152e-05,0.1,1.3922602 +1784.6,1772.294,-0.021654073,1706.6718,9030000.0,5291.0,564375.0,,141088.0,2.42592e-05,0.1,1.4232213 +1783.8,1772.39,-0.022248376,1706.6263,9040000.0,5297.0,565000.0,,141248.0,2.40032e-05,0.1,1.2722484 +1785.0,1772.4899,-0.024391143,1706.9031,9050000.0,5302.0,565625.0,,141376.0,2.37984e-05,0.1,1.5613799 +1784.8,1772.6218,-0.021062685,1706.8575,9060000.0,5308.0,566250.0,,141536.0,2.35424e-05,0.1,1.351964 +1785.2,1772.7579,-0.019142682,1706.8121,9070000.0,5314.0,566875.0,,141696.0,2.32864e-05,0.1,1.3007109 +1786.0,1772.8981,-0.015736979,1706.767,9080000.0,5320.0,567500.0,,141856.0,2.30304e-05,0.1,1.1480484 +1785.2,1773.028,-0.016555045,1707.0422,9090000.0,5325.0,568125.0,,142016.0,2.27744e-05,0.1,1.2019923 +1785.2,1773.154,-0.017883869,1706.9968,9100000.0,5331.0,568750.0,,142176.0,2.25184e-05,0.1,1.2148348 +1791.2,1773.3481,-0.016615352,1706.9514,9110000.0,5337.0,569375.0,,142336.0,2.22624e-05,0.1,1.2266221 +1790.8,1773.534,-0.018831031,1707.2257,9120000.0,5342.0,570000.0,,142496.0,2.20064e-05,0.1,1.4075903 +1791.4,1773.754,-0.02131298,1707.1803,9130000.0,5348.0,570625.0,,142656.0,2.17504e-05,0.1,1.5182692 +1789.2,1773.9441,-0.018364785,1707.1349,9140000.0,5354.0,571250.0,,142784.0,2.15456e-05,0.1,1.4035901 +1785.4,1774.086,-0.019200232,1707.0896,9150000.0,5360.0,571875.0,,142944.0,2.12896e-05,0.1,1.2659048 +1785.6,1774.216,-0.018249376,1707.3625,9160000.0,5365.0,572500.0,,143104.0,2.10336e-05,0.1,1.2710805 +1783.6,1774.3259,-0.01664154,1707.317,9170000.0,5371.0,573125.0,,143264.0,2.07776e-05,0.1,1.2291346 +1784.0,1774.4319,-0.017300611,1707.2717,9180000.0,5377.0,573750.0,,143424.0,2.05216e-05,0.1,1.2829247 +1784.0,1774.5437,-0.01752481,1707.2264,9190000.0,5383.0,574375.0,,143584.0,2.02656e-05,0.1,1.3563762 +1784.8,1774.6039,-0.014872515,1707.1813,9200000.0,5389.0,575000.0,,143744.0,2.00096e-05,0.1,1.2797052 +1785.2,1774.6641,-0.018427214,1707.1362,9210000.0,5395.0,575625.0,,143904.0,1.97536e-05,0.1,1.3382679 +1785.6,1774.7518,-0.01833785,1707.4073,9220000.0,5400.0,576250.0,,144032.0,1.95488e-05,0.1,1.3296876 +1785.6,1774.9219,-0.019514712,1707.3622,9230000.0,5406.0,576875.0,,144192.0,1.92928e-05,0.1,1.4625291 +1785.4,1775.062,-0.019925825,1707.317,9240000.0,5412.0,577500.0,,144352.0,1.90368e-05,0.1,1.4749774 +1784.6,1775.2319,-0.018806707,1707.2721,9250000.0,5418.0,578125.0,,144512.0,1.87808e-05,0.1,1.3242651 +1782.8,1775.4039,0.0017349552,1707.2272,9260000.0,5424.0,578750.0,,144672.0,1.85248e-05,0.1,1.2630277 +1782.6,1775.5798,-0.018889824,1707.1824,9270000.0,5430.0,579375.0,,144832.0,1.82688e-05,0.1,1.308708 +1783.0,1775.7239,-0.017941125,1707.1376,9280000.0,5436.0,580000.0,,144992.0,1.80128e-05,0.1,1.2953111 +1780.6,1775.8359,-0.0049072783,1707.093,9290000.0,5442.0,580625.0,,145152.0,1.77568e-05,0.1,1.4645805 +1781.2,1775.9739,-0.016727664,1707.0485,9300000.0,5448.0,581250.0,,145312.0,1.75008e-05,0.1,1.2708838 +1781.8,1776.116,-0.017595394,1707.004,9310000.0,5454.0,581875.0,,145440.0,1.7296e-05,0.1,1.3453116 +1779.6,1776.23,0.006752798,1707.2723,9320000.0,5459.0,582500.0,,145600.0,1.704e-05,0.1,1.294033 +1777.2,1776.3839,-0.015984535,1707.2278,9330000.0,5465.0,583125.0,,145760.0,1.6784e-05,0.1,1.2825415 +1778.0,1776.544,-0.016132805,1707.1833,9340000.0,5471.0,583750.0,,145920.0,1.6528e-05,0.1,1.4553528 +1778.8,1776.7378,-0.01675586,1707.1389,9350000.0,5477.0,584375.0,,146080.0,1.6272e-05,0.1,1.3621843 +1781.2,1776.96,-0.014456639,1707.0946,9360000.0,5483.0,585000.0,,146240.0,1.6016e-05,0.1,1.3244072 +1783.2,1777.222,-0.014359163,1707.0504,9370000.0,5489.0,585625.0,,146400.0,1.576e-05,0.1,1.3339034 +1784.2,1777.524,-0.015335881,1707.0063,9380000.0,5495.0,586250.0,,146560.0,1.5504e-05,0.1,1.3290877 +1784.4,1777.8241,-0.017372575,1707.2727,9390000.0,5500.0,586875.0,,146688.0,1.52992e-05,0.1,1.3275807 +1786.6,1778.15,-0.015632633,1707.2285,9400000.0,5506.0,587500.0,,146848.0,1.50432e-05,0.1,1.3709241 +1788.2,1778.486,-0.015130434,1707.1843,9410000.0,5512.0,588125.0,,147008.0,1.47872e-05,0.1,1.2356141 +1788.4,1778.854,-0.0150464205,1707.4497,9420000.0,5517.0,588750.0,,147168.0,1.45312e-05,0.1,1.1845 +1788.6,1779.2219,-0.014903517,1707.4054,9430000.0,5523.0,589375.0,,147328.0,1.42752e-05,0.1,1.3110929 +1789.0,1779.5562,-0.01575811,1707.3612,9440000.0,5529.0,590000.0,,147488.0,1.40192e-05,0.1,1.287595 +1786.0,1779.7719,-0.01489882,1707.317,9450000.0,5535.0,590625.0,,147648.0,1.37632e-05,0.1,1.3986423 +1785.8,1779.9739,-0.017000372,1707.2731,9460000.0,5541.0,591250.0,,147808.0,1.35072e-05,0.1,1.455004 +1786.0,1780.0999,-0.015005592,1707.537,9470000.0,5546.0,591875.0,,147968.0,1.32512e-05,0.1,1.3219726 +1783.4,1780.2,-0.015833367,1707.4928,9480000.0,5552.0,592500.0,,148096.0,1.30464e-05,0.1,1.3372086 +1785.2,1780.3241,-0.0029433428,1707.4487,9490000.0,5558.0,593125.0,,148256.0,1.27904e-05,0.1,1.3608713 +1785.6,1780.43,-0.01575304,1707.7117,9500000.0,5563.0,593750.0,,148416.0,1.25344e-05,0.1,1.3300277 +1782.4,1780.5079,-0.013860747,1707.6675,9510000.0,5569.0,594375.0,,148576.0,1.22784e-05,0.1,1.1768787 +1781.2,1780.552,-0.011487974,1707.6233,9520000.0,5575.0,595000.0,,148736.0,1.20224e-05,0.1,1.273273 +1782.2,1780.61,-0.01479121,1707.5793,9530000.0,5581.0,595625.0,,148896.0,1.17664e-05,0.1,1.29193 +1785.0,1780.7261,-0.012521466,1707.5354,9540000.0,5587.0,596250.0,,149056.0,1.15104e-05,0.1,1.2593263 +1787.6,1780.8398,-0.01661096,1707.4915,9550000.0,5593.0,596875.0,,149216.0,1.12544e-05,0.1,1.3432612 +1788.0,1780.922,-0.0123932725,1707.7528,9560000.0,5598.0,597500.0,,149344.0,1.10496e-05,0.1,1.3815784 +1788.2,1781.044,-0.0118583115,1707.7087,9570000.0,5604.0,598125.0,,149504.0,1.07936e-05,0.1,1.2831961 +1787.8,1781.0919,-0.015319269,1707.6649,9580000.0,5610.0,598750.0,,149664.0,1.05376e-05,0.1,1.4884603 +1788.2,1781.146,-0.015777599,1707.6211,9590000.0,5616.0,599375.0,,149824.0,1.02816e-05,0.1,1.3570354 +1788.2,1781.1941,-0.015770867,1707.8811,9600000.0,5621.0,600000.0,,149984.0,1.00256e-05,0.1,1.2584066 +1787.6,1781.2639,-0.014088529,1707.8372,9610000.0,5627.0,600625.0,,150144.0,9.7696e-06,0.1,1.1229844 +1788.8,1781.352,-0.014086554,1707.7933,9620000.0,5633.0,601250.0,,150304.0,9.5136e-06,0.1,1.2638565 +1788.0,1781.44,-0.01263657,1707.7496,9630000.0,5639.0,601875.0,,150464.0,9.2576e-06,0.1,1.2428621 +1787.6,1781.5479,-0.013303932,1708.0085,9640000.0,5644.0,602500.0,,150624.0,9.0016e-06,0.1,1.2848847 +1787.2,1781.68,-0.010874438,1707.9646,9650000.0,5650.0,603125.0,,150752.0,8.7968e-06,0.1,1.3106675 +1786.4,1781.81,-0.011400343,1708.2228,9660000.0,5655.0,603750.0,,150912.0,8.5408e-06,0.1,1.2046347 +1786.8,1781.9441,-0.01088844,1708.1787,9670000.0,5661.0,604375.0,,151072.0,8.2848e-06,0.1,1.3972787 +1791.0,1782.1182,-0.013505786,1708.1348,9680000.0,5667.0,605000.0,,151232.0,8.0288e-06,0.1,1.2895437 +1791.2,1782.29,0.004907227,1708.091,9690000.0,5673.0,605625.0,,151392.0,7.7728e-06,0.1,1.2910583 +1791.0,1782.4541,-0.011976624,1708.0472,9700000.0,5679.0,606250.0,,151552.0,7.5168e-06,0.1,1.1849697 +1790.6,1782.588,-0.010089791,1708.0035,9710000.0,5685.0,606875.0,,151712.0,7.2608e-06,0.1,1.2008364 +1787.0,1782.7479,-0.011753223,1707.96,9720000.0,5691.0,607500.0,,151872.0,7.0048e-06,0.1,1.234859 +1790.8,1782.9458,-0.012282869,1708.2163,9730000.0,5696.0,608125.0,,152000.0,6.8e-06,0.1,1.2285682 +1786.8,1783.0978,-0.0113921985,1708.1726,9740000.0,5702.0,608750.0,,152160.0,6.544e-06,0.1,1.3238223 +1789.0,1783.3239,-0.0118737025,1708.1289,9750000.0,5708.0,609375.0,,152320.0,6.288e-06,0.1,1.2843974 +1788.2,1783.5459,-0.011938381,1708.0854,9760000.0,5714.0,610000.0,,152480.0,6.032e-06,0.1,1.358798 +1788.8,1783.7539,-0.011395535,1708.042,9770000.0,5720.0,610625.0,,152640.0,5.776e-06,0.1,1.3369268 +1789.0,1783.956,-0.013614889,1707.9987,9780000.0,5726.0,611250.0,,152800.0,5.52e-06,0.1,1.421669 +1789.6,1784.1779,-0.01204287,1707.9553,9790000.0,5732.0,611875.0,,152960.0,5.264e-06,0.1,1.294997 +1789.4,1784.3661,-0.008486823,1707.9121,9800000.0,5738.0,612500.0,,153120.0,5.008e-06,0.1,1.2929862 +1789.6,1784.56,-0.008454257,1707.8691,9810000.0,5744.0,613125.0,,153280.0,4.752e-06,0.1,1.2317798 +1790.4,1784.77,-0.009934187,1708.1232,9820000.0,5749.0,613750.0,,153408.0,4.5472e-06,0.1,1.2937415 +1791.2,1784.9302,-0.010601042,1708.08,9830000.0,5755.0,614375.0,,153568.0,4.2912e-06,0.1,1.2452214 +1791.0,1785.0841,-0.0074746204,1708.0367,9840000.0,5761.0,615000.0,,153728.0,4.0352e-06,0.1,1.2692208 +1790.6,1785.234,-0.010669495,1707.9938,9850000.0,5767.0,615625.0,,153888.0,3.7792e-06,0.1,1.2717726 +1791.0,1785.3439,-0.008177923,1707.9508,9860000.0,5773.0,616250.0,,154048.0,3.5232e-06,0.1,1.3116237 +1789.8,1785.4098,-0.009552673,1708.2035,9870000.0,5778.0,616875.0,,154208.0,3.2672e-06,0.1,1.3376571 +1790.8,1785.5419,-0.012023079,1708.1604,9880000.0,5784.0,617500.0,,154368.0,3.0112e-06,0.1,1.3530543 +1791.4,1785.6881,-0.007649408,1708.1174,9890000.0,5790.0,618125.0,,154528.0,2.7552e-06,0.1,1.3092521 +1790.8,1785.83,-0.010246014,1708.3693,9900000.0,5795.0,618750.0,,154656.0,2.5504e-06,0.1,1.3387955 +1790.2,1785.968,-0.005787868,1708.3262,9910000.0,5801.0,619375.0,,154816.0,2.2944e-06,0.1,1.2383758 +1793.0,1786.1382,-0.008560166,1708.2831,9920000.0,5807.0,620000.0,,154976.0,2.0384e-06,0.1,1.2911687 +1795.4,1786.326,-0.006616272,1708.2401,9930000.0,5813.0,620625.0,,155136.0,1.7824e-06,0.1,1.3438394 +1795.2,1786.4722,-0.009508216,1708.1973,9940000.0,5819.0,621250.0,,155296.0,1.5264e-06,0.1,1.2995799 +1797.4,1786.6461,-0.00623543,1708.1545,9950000.0,5825.0,621875.0,,155456.0,1.2704e-06,0.1,1.264319 +1797.8,1786.8241,-0.0065819547,1708.1118,9960000.0,5831.0,622500.0,,155616.0,1.0144e-06,0.1,1.2510984 +1801.8,1787.0061,-0.007957089,1708.0692,9970000.0,5837.0,623125.0,,155776.0,7.584e-07,0.1,1.4598501 +1800.2,1787.162,-0.0076545374,1708.3191,9980000.0,5842.0,623750.0,,155936.0,5.024e-07,0.1,1.3269039 +1801.2,1787.3319,-0.008302198,1708.2764,9990000.0,5848.0,624375.0,,156064.0,2.976e-07,0.1,1.3513333 +1800.8,1787.5,-0.0071021365,1708.2336,10000000.0,5854.0,625000.0,,156224.0,4.16e-08,0.1,1.2979145 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_eval.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..d383986cb805893aba2468bccd71e2eaa7102e74 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1787.5, + "strength": 1374.7723388671875, + "max_strength": 1720.4000244140625, + "final_strength": 1719.4000244140625, + "sample_efficiency": 2.881190823700308e-07, + "training_efficiency": 1.8464015738572925e-05, + "stability": 0.9993271827697754 + }, + "local": { + "mean_returns": [ + 69.09091186523438, + 110.90908813476562, + 148.64865112304688, + 155.6521759033203, + 185.76271057128906, + 199.4202880859375, + 215.38461303710938, + 225.81394958496094, + 234.68084716796875, + 258.79998779296875, + 273.20001220703125, + 304.20001220703125, + 317.6000061035156, + 331.6000061035156, + 348.6000061035156, + 361.3999938964844, + 370.6000061035156, + 385.0, + 407.79998779296875, + 407.79998779296875, + 412.20001220703125, + 419.20001220703125, + 427.6000061035156, + 442.3999938964844, + 444.0, + 451.20001220703125, + 449.6000061035156, + 452.6000061035156, + 461.6000061035156, + 467.20001220703125, + 471.6000061035156, + 473.79998779296875, + 473.79998779296875, + 475.3999938964844, + 484.0, + 503.6000061035156, + 514.4000244140625, + 513.4000244140625, + 518.7999877929688, + 528.7999877929688, + 535.7999877929688, + 539.4000244140625, + 550.2000122070312, + 563.7999877929688, + 578.0, + 583.0, + 593.2000122070312, + 601.7999877929688, + 601.0, + 604.4000244140625, + 615.7999877929688, + 621.5999755859375, + 625.0, + 624.5999755859375, + 622.7999877929688, + 636.5999755859375, + 644.4000244140625, + 649.4000244140625, + 643.7999877929688, + 645.7999877929688, + 647.5999755859375, + 647.5999755859375, + 656.7999877929688, + 659.0, + 660.5999755859375, + 666.2000122070312, + 663.4000244140625, + 665.7999877929688, + 670.7999877929688, + 676.7999877929688, + 678.5999755859375, + 675.4000244140625, + 679.4000244140625, + 679.2000122070312, + 677.2000122070312, + 675.0, + 675.5999755859375, + 679.7999877929688, + 679.5999755859375, + 680.7999877929688, + 676.7999877929688, + 675.4000244140625, + 676.0, + 679.7999877929688, + 683.0, + 680.2000122070312, + 688.2000122070312, + 689.7999877929688, + 689.2000122070312, + 691.5999755859375, + 697.7999877929688, + 702.2000122070312, + 702.5999755859375, + 705.5999755859375, + 703.7999877929688, + 699.2000122070312, + 697.2000122070312, + 689.4000244140625, + 689.7999877929688, + 687.0, + 682.4000244140625, + 675.0, + 672.2000122070312, + 675.5999755859375, + 679.4000244140625, + 683.7999877929688, + 688.4000244140625, + 695.5999755859375, + 694.2000122070312, + 693.7999877929688, + 697.5999755859375, + 696.2000122070312, + 697.7999877929688, + 699.2000122070312, + 712.7999877929688, + 718.4000244140625, + 725.2000122070312, + 732.0, + 735.4000244140625, + 739.7999877929688, + 750.4000244140625, + 759.5999755859375, + 766.5999755859375, + 762.5999755859375, + 758.7999877929688, + 758.2000122070312, + 754.7999877929688, + 751.5999755859375, + 748.7999877929688, + 748.7999877929688, + 747.7999877929688, + 749.5999755859375, + 756.4000244140625, + 758.5999755859375, + 761.5999755859375, + 758.4000244140625, + 757.5999755859375, + 760.2000122070312, + 758.0, + 760.0, + 760.4000244140625, + 754.4000244140625, + 753.7999877929688, + 760.0, + 760.7999877929688, + 764.0, + 762.7999877929688, + 770.0, + 770.5999755859375, + 769.0, + 768.4000244140625, + 768.4000244140625, + 761.5999755859375, + 758.2000122070312, + 756.5999755859375, + 756.4000244140625, + 752.0, + 745.4000244140625, + 744.2000122070312, + 735.7999877929688, + 735.4000244140625, + 735.7999877929688, + 736.7999877929688, + 739.0, + 741.5999755859375, + 738.2000122070312, + 733.4000244140625, + 724.5999755859375, + 723.0, + 723.2000122070312, + 716.4000244140625, + 718.4000244140625, + 720.2000122070312, + 714.7999877929688, + 711.0, + 707.2000122070312, + 710.5999755859375, + 711.0, + 712.7999877929688, + 701.0, + 698.7999877929688, + 694.7999877929688, + 694.0, + 698.5999755859375, + 698.7999877929688, + 703.5999755859375, + 703.4000244140625, + 698.7999877929688, + 706.2000122070312, + 706.7999877929688, + 709.4000244140625, + 712.7999877929688, + 723.5999755859375, + 721.4000244140625, + 724.5999755859375, + 731.0, + 740.0, + 733.2000122070312, + 751.5999755859375, + 743.2000122070312, + 752.4000244140625, + 756.7999877929688, + 779.2000122070312, + 790.7999877929688, + 804.5999755859375, + 812.2000122070312, + 828.5999755859375, + 840.7999877929688, + 853.5999755859375, + 878.7999877929688, + 896.7999877929688, + 902.7999877929688, + 923.2000122070312, + 937.7999877929688, + 948.5999755859375, + 971.0, + 994.2000122070312, + 1000.7999877929688, + 1023.5999755859375, + 1046.0, + 1048.4000244140625, + 1083.199951171875, + 1094.800048828125, + 1102.4000244140625, + 1117.4000244140625, + 1134.800048828125, + 1142.5999755859375, + 1142.5999755859375, + 1174.0, + 1188.199951171875, + 1188.800048828125, + 1218.0, + 1240.0, + 1254.0, + 1260.199951171875, + 1281.0, + 1282.4000244140625, + 1286.5999755859375, + 1300.199951171875, + 1305.0, + 1312.800048828125, + 1309.4000244140625, + 1312.0, + 1321.5999755859375, + 1310.4000244140625, + 1313.5999755859375, + 1323.5999755859375, + 1341.199951171875, + 1344.0, + 1346.4000244140625, + 1359.0, + 1357.800048828125, + 1356.4000244140625, + 1362.5999755859375, + 1369.5999755859375, + 1364.5999755859375, + 1368.800048828125, + 1370.0, + 1387.5999755859375, + 1383.4000244140625, + 1383.800048828125, + 1396.0, + 1399.5999755859375, + 1407.199951171875, + 1413.199951171875, + 1428.800048828125, + 1432.4000244140625, + 1431.800048828125, + 1430.4000244140625, + 1435.4000244140625, + 1443.199951171875, + 1442.199951171875, + 1433.199951171875, + 1434.199951171875, + 1434.800048828125, + 1443.800048828125, + 1452.800048828125, + 1454.0, + 1450.199951171875, + 1444.199951171875, + 1450.199951171875, + 1452.4000244140625, + 1448.5999755859375, + 1448.800048828125, + 1453.5999755859375, + 1454.4000244140625, + 1458.199951171875, + 1460.5999755859375, + 1466.4000244140625, + 1469.800048828125, + 1470.4000244140625, + 1465.4000244140625, + 1471.800048828125, + 1484.800048828125, + 1482.5999755859375, + 1481.5999755859375, + 1475.800048828125, + 1480.0, + 1489.0, + 1496.0, + 1500.800048828125, + 1494.0, + 1493.800048828125, + 1497.4000244140625, + 1498.800048828125, + 1509.199951171875, + 1508.0, + 1509.0, + 1505.5999755859375, + 1510.800048828125, + 1506.0, + 1509.800048828125, + 1511.199951171875, + 1515.5999755859375, + 1520.199951171875, + 1525.0, + 1533.199951171875, + 1539.0, + 1539.800048828125, + 1538.5999755859375, + 1543.4000244140625, + 1546.199951171875, + 1546.4000244140625, + 1566.5999755859375, + 1565.199951171875, + 1568.0, + 1565.199951171875, + 1573.199951171875, + 1573.4000244140625, + 1574.800048828125, + 1578.5999755859375, + 1580.800048828125, + 1578.0, + 1583.5999755859375, + 1585.4000244140625, + 1586.4000244140625, + 1582.199951171875, + 1585.5999755859375, + 1583.5999755859375, + 1584.0, + 1591.5999755859375, + 1592.800048828125, + 1588.4000244140625, + 1592.0, + 1593.5999755859375, + 1602.4000244140625, + 1597.800048828125, + 1605.5999755859375, + 1601.4000244140625, + 1605.4000244140625, + 1606.199951171875, + 1611.5999755859375, + 1611.5999755859375, + 1611.4000244140625, + 1621.800048828125, + 1625.199951171875, + 1623.800048828125, + 1628.5999755859375, + 1634.199951171875, + 1633.5999755859375, + 1631.800048828125, + 1631.199951171875, + 1636.0, + 1638.0, + 1644.0, + 1646.0, + 1644.4000244140625, + 1650.199951171875, + 1651.199951171875, + 1655.5999755859375, + 1656.800048828125, + 1653.800048828125, + 1660.800048828125, + 1661.0, + 1664.199951171875, + 1666.199951171875, + 1666.800048828125, + 1668.0, + 1658.199951171875, + 1663.800048828125, + 1663.199951171875, + 1666.5999755859375, + 1669.800048828125, + 1672.199951171875, + 1673.0, + 1673.199951171875, + 1671.800048828125, + 1672.4000244140625, + 1674.800048828125, + 1667.5999755859375, + 1676.199951171875, + 1676.4000244140625, + 1674.5999755859375, + 1679.0, + 1676.4000244140625, + 1678.5999755859375, + 1680.4000244140625, + 1678.800048828125, + 1681.199951171875, + 1675.5999755859375, + 1686.5999755859375, + 1685.0, + 1682.5999755859375, + 1679.800048828125, + 1681.4000244140625, + 1684.0, + 1682.800048828125, + 1684.4000244140625, + 1684.4000244140625, + 1686.0, + 1682.199951171875, + 1682.0, + 1681.800048828125, + 1682.5999755859375, + 1683.0, + 1683.800048828125, + 1675.4000244140625, + 1680.5999755859375, + 1678.4000244140625, + 1679.5999755859375, + 1672.800048828125, + 1679.199951171875, + 1679.5999755859375, + 1679.199951171875, + 1681.4000244140625, + 1684.0, + 1681.5999755859375, + 1682.0, + 1680.199951171875, + 1681.4000244140625, + 1683.0, + 1689.5999755859375, + 1690.0, + 1693.0, + 1694.4000244140625, + 1696.0, + 1697.4000244140625, + 1695.800048828125, + 1695.5999755859375, + 1705.4000244140625, + 1703.800048828125, + 1705.5999755859375, + 1706.800048828125, + 1706.5999755859375, + 1703.5999755859375, + 1701.199951171875, + 1703.4000244140625, + 1699.4000244140625, + 1700.0, + 1703.199951171875, + 1704.199951171875, + 1705.800048828125, + 1707.4000244140625, + 1703.800048828125, + 1699.800048828125, + 1696.5999755859375, + 1695.5999755859375, + 1692.0, + 1693.0, + 1693.5999755859375, + 1695.199951171875, + 1690.0, + 1692.199951171875, + 1689.0, + 1687.5999755859375, + 1689.0, + 1688.0, + 1683.0, + 1686.800048828125, + 1687.4000244140625, + 1690.0, + 1685.199951171875, + 1683.800048828125, + 1682.199951171875, + 1677.5999755859375, + 1673.199951171875, + 1677.0, + 1681.800048828125, + 1685.0, + 1675.0, + 1675.0, + 1674.5999755859375, + 1672.199951171875, + 1676.5999755859375, + 1669.199951171875, + 1664.0, + 1669.0, + 1669.199951171875, + 1672.199951171875, + 1673.0, + 1674.199951171875, + 1676.800048828125, + 1676.800048828125, + 1677.0, + 1676.5999755859375, + 1678.5999755859375, + 1681.4000244140625, + 1683.199951171875, + 1682.199951171875, + 1679.4000244140625, + 1674.5999755859375, + 1674.800048828125, + 1672.5999755859375, + 1660.800048828125, + 1665.199951171875, + 1662.0, + 1659.5999755859375, + 1665.5999755859375, + 1659.199951171875, + 1656.5999755859375, + 1660.5999755859375, + 1664.4000244140625, + 1662.199951171875, + 1652.0, + 1651.0, + 1654.800048828125, + 1651.0, + 1648.5999755859375, + 1648.0, + 1649.5999755859375, + 1650.199951171875, + 1649.4000244140625, + 1652.0, + 1655.4000244140625, + 1665.4000244140625, + 1674.199951171875, + 1674.0, + 1683.199951171875, + 1688.199951171875, + 1687.199951171875, + 1691.0, + 1702.0, + 1701.0, + 1701.5999755859375, + 1700.4000244140625, + 1711.0, + 1715.4000244140625, + 1716.199951171875, + 1713.4000244140625, + 1717.800048828125, + 1717.5999755859375, + 1721.0, + 1724.0, + 1725.4000244140625, + 1725.800048828125, + 1725.0, + 1724.0, + 1722.800048828125, + 1720.800048828125, + 1717.800048828125, + 1715.4000244140625, + 1711.199951171875, + 1712.0, + 1706.0, + 1715.4000244140625, + 1716.0, + 1718.5999755859375, + 1719.199951171875, + 1719.0, + 1717.0, + 1716.4000244140625, + 1716.4000244140625, + 1718.0, + 1719.0, + 1719.199951171875, + 1718.5999755859375, + 1719.199951171875, + 1721.5999755859375, + 1721.4000244140625, + 1722.800048828125, + 1725.5999755859375, + 1729.800048828125, + 1729.4000244140625, + 1730.800048828125, + 1726.199951171875, + 1728.199951171875, + 1726.5999755859375, + 1721.199951171875, + 1721.0, + 1717.199951171875, + 1717.800048828125, + 1723.0, + 1723.0, + 1723.199951171875, + 1721.800048828125, + 1721.199951171875, + 1719.800048828125, + 1716.5999755859375, + 1718.800048828125, + 1717.199951171875, + 1712.800048828125, + 1717.0, + 1716.0, + 1717.5999755859375, + 1718.4000244140625, + 1720.800048828125, + 1723.800048828125, + 1724.4000244140625, + 1719.0, + 1722.5999755859375, + 1722.800048828125, + 1722.5999755859375, + 1725.199951171875, + 1723.800048828125, + 1725.199951171875, + 1727.199951171875, + 1723.199951171875, + 1723.800048828125, + 1723.5999755859375, + 1720.4000244140625, + 1720.0, + 1721.4000244140625, + 1723.5999755859375, + 1718.800048828125, + 1719.4000244140625, + 1717.800048828125, + 1718.800048828125, + 1718.800048828125, + 1720.800048828125, + 1719.4000244140625, + 1722.5999755859375, + 1720.199951171875, + 1716.5999755859375, + 1716.5999755859375, + 1716.199951171875, + 1713.199951171875, + 1714.4000244140625, + 1712.0, + 1716.4000244140625, + 1717.0, + 1719.800048828125, + 1723.0, + 1725.5999755859375, + 1724.5999755859375, + 1722.4000244140625, + 1725.4000244140625, + 1730.199951171875, + 1732.800048828125, + 1734.4000244140625, + 1729.4000244140625, + 1729.4000244140625, + 1722.199951171875, + 1715.800048828125, + 1715.4000244140625, + 1717.4000244140625, + 1720.800048828125, + 1719.5999755859375, + 1721.800048828125, + 1721.800048828125, + 1721.800048828125, + 1721.5999755859375, + 1721.4000244140625, + 1714.800048828125, + 1716.5999755859375, + 1710.0, + 1708.0, + 1707.4000244140625, + 1706.0, + 1702.5999755859375, + 1693.199951171875, + 1688.0, + 1693.800048828125, + 1689.199951171875, + 1692.5999755859375, + 1701.5999755859375, + 1704.5999755859375, + 1703.800048828125, + 1704.0, + 1706.5999755859375, + 1704.4000244140625, + 1706.800048828125, + 1709.199951171875, + 1705.4000244140625, + 1707.199951171875, + 1706.800048828125, + 1707.800048828125, + 1707.4000244140625, + 1712.800048828125, + 1714.199951171875, + 1718.4000244140625, + 1720.800048828125, + 1724.199951171875, + 1728.199951171875, + 1723.800048828125, + 1728.800048828125, + 1729.0, + 1729.5999755859375, + 1731.0, + 1731.199951171875, + 1732.0, + 1734.199951171875, + 1734.0, + 1735.5999755859375, + 1736.5999755859375, + 1738.800048828125, + 1739.0, + 1736.800048828125, + 1738.800048828125, + 1739.800048828125, + 1736.4000244140625, + 1736.199951171875, + 1735.4000244140625, + 1738.4000244140625, + 1737.4000244140625, + 1737.800048828125, + 1742.4000244140625, + 1745.0, + 1742.4000244140625, + 1743.800048828125, + 1741.4000244140625, + 1742.4000244140625, + 1740.5999755859375, + 1739.800048828125, + 1740.199951171875, + 1740.199951171875, + 1741.5999755859375, + 1739.4000244140625, + 1739.5999755859375, + 1738.199951171875, + 1739.0, + 1739.199951171875, + 1740.5999755859375, + 1743.4000244140625, + 1742.0, + 1743.800048828125, + 1743.5999755859375, + 1742.0, + 1742.199951171875, + 1742.199951171875, + 1748.199951171875, + 1745.800048828125, + 1745.5999755859375, + 1747.800048828125, + 1746.4000244140625, + 1747.4000244140625, + 1747.4000244140625, + 1742.4000244140625, + 1742.0, + 1741.5999755859375, + 1745.4000244140625, + 1748.5999755859375, + 1750.5999755859375, + 1751.0, + 1750.4000244140625, + 1753.4000244140625, + 1756.0, + 1754.0, + 1758.4000244140625, + 1760.800048828125, + 1758.199951171875, + 1758.0, + 1757.800048828125, + 1758.800048828125, + 1760.199951171875, + 1759.0, + 1759.4000244140625, + 1763.4000244140625, + 1762.5999755859375, + 1766.800048828125, + 1770.199951171875, + 1770.199951171875, + 1770.0, + 1770.5999755859375, + 1770.5999755859375, + 1769.4000244140625, + 1765.5999755859375, + 1762.199951171875, + 1762.0, + 1761.199951171875, + 1764.0, + 1760.800048828125, + 1761.4000244140625, + 1761.5999755859375, + 1757.199951171875, + 1762.0, + 1761.4000244140625, + 1762.4000244140625, + 1762.0, + 1763.4000244140625, + 1765.199951171875, + 1766.0, + 1765.4000244140625, + 1764.199951171875, + 1764.800048828125, + 1764.800048828125, + 1766.0, + 1766.4000244140625, + 1768.4000244140625, + 1777.4000244140625, + 1778.0, + 1779.199951171875, + 1780.199951171875, + 1780.4000244140625, + 1782.5999755859375, + 1782.5999755859375, + 1787.0, + 1788.199951171875, + 1781.800048828125, + 1782.4000244140625, + 1783.5999755859375, + 1779.4000244140625, + 1777.5999755859375, + 1774.800048828125, + 1774.199951171875, + 1775.0, + 1771.5999755859375, + 1771.5999755859375, + 1772.0, + 1772.199951171875, + 1772.5999755859375, + 1771.800048828125, + 1772.199951171875, + 1769.4000244140625, + 1770.199951171875, + 1771.199951171875, + 1772.5999755859375, + 1772.5999755859375, + 1773.4000244140625, + 1772.800048828125, + 1778.800048828125, + 1779.199951171875, + 1776.800048828125, + 1768.5999755859375, + 1771.4000244140625, + 1767.5999755859375, + 1765.5999755859375, + 1765.0, + 1768.5999755859375, + 1769.4000244140625, + 1767.4000244140625, + 1767.5999755859375, + 1768.199951171875, + 1761.800048828125, + 1762.0, + 1759.4000244140625, + 1759.0, + 1757.0, + 1754.0, + 1754.4000244140625, + 1754.0, + 1754.5999755859375, + 1751.5999755859375, + 1751.800048828125, + 1755.5999755859375, + 1764.4000244140625, + 1765.5999755859375, + 1773.4000244140625, + 1773.4000244140625, + 1772.800048828125, + 1775.0, + 1774.5999755859375, + 1776.800048828125, + 1776.4000244140625, + 1773.4000244140625, + 1776.199951171875, + 1779.800048828125, + 1776.0, + 1783.0, + 1782.800048828125, + 1783.4000244140625, + 1780.5999755859375, + 1780.0, + 1779.199951171875, + 1776.800048828125, + 1774.0, + 1773.4000244140625, + 1773.4000244140625, + 1773.5999755859375, + 1774.0, + 1774.5999755859375, + 1777.199951171875, + 1771.0, + 1771.0, + 1771.5999755859375, + 1766.4000244140625, + 1766.0, + 1768.0, + 1768.800048828125, + 1767.4000244140625, + 1770.5999755859375, + 1770.199951171875, + 1769.4000244140625, + 1775.199951171875, + 1775.5999755859375, + 1775.5999755859375, + 1780.0, + 1783.199951171875, + 1777.5999755859375, + 1776.800048828125, + 1776.5999755859375, + 1776.4000244140625, + 1776.0, + 1776.5999755859375, + 1780.5999755859375, + 1780.0, + 1780.0, + 1783.5999755859375, + 1784.5999755859375, + 1784.199951171875, + 1784.0, + 1784.199951171875, + 1785.0, + 1784.5999755859375, + 1783.800048828125, + 1785.0, + 1784.800048828125, + 1785.199951171875, + 1786.0, + 1785.199951171875, + 1785.199951171875, + 1791.199951171875, + 1790.800048828125, + 1791.4000244140625, + 1789.199951171875, + 1785.4000244140625, + 1785.5999755859375, + 1783.5999755859375, + 1784.0, + 1784.0, + 1784.800048828125, + 1785.199951171875, + 1785.5999755859375, + 1785.5999755859375, + 1785.4000244140625, + 1784.5999755859375, + 1782.800048828125, + 1782.5999755859375, + 1783.0, + 1780.5999755859375, + 1781.199951171875, + 1781.800048828125, + 1779.5999755859375, + 1777.199951171875, + 1778.0, + 1778.800048828125, + 1781.199951171875, + 1783.199951171875, + 1784.199951171875, + 1784.4000244140625, + 1786.5999755859375, + 1788.199951171875, + 1788.4000244140625, + 1788.5999755859375, + 1789.0, + 1786.0, + 1785.800048828125, + 1786.0, + 1783.4000244140625, + 1785.199951171875, + 1785.5999755859375, + 1782.4000244140625, + 1781.199951171875, + 1782.199951171875, + 1785.0, + 1787.5999755859375, + 1788.0, + 1788.199951171875, + 1787.800048828125, + 1788.199951171875, + 1788.199951171875, + 1787.5999755859375, + 1788.800048828125, + 1788.0, + 1787.5999755859375, + 1787.199951171875, + 1786.4000244140625, + 1786.800048828125, + 1791.0, + 1791.199951171875, + 1791.0, + 1790.5999755859375, + 1787.0, + 1790.800048828125, + 1786.800048828125, + 1789.0, + 1788.199951171875, + 1788.800048828125, + 1789.0, + 1789.5999755859375, + 1789.4000244140625, + 1789.5999755859375, + 1790.4000244140625, + 1791.199951171875, + 1791.0, + 1790.5999755859375, + 1791.0, + 1789.800048828125, + 1790.800048828125, + 1791.4000244140625, + 1790.800048828125, + 1790.199951171875, + 1793.0, + 1795.4000244140625, + 1795.199951171875, + 1797.4000244140625, + 1797.800048828125, + 1801.800048828125, + 1800.199951171875, + 1801.199951171875, + 1800.800048828125 + ], + "strengths": [ + -12.309089660644531, + 29.50908660888672, + 67.24864959716797, + 74.2521743774414, + 104.36270904541016, + 118.0202865600586, + 133.984619140625, + 144.4139404296875, + 153.28085327148438, + 177.39999389648438, + 191.80001831054688, + 222.80001831054688, + 236.20001220703125, + 250.20001220703125, + 267.20001220703125, + 280.0, + 289.20001220703125, + 303.6000061035156, + 326.3999938964844, + 326.3999938964844, + 330.8000183105469, + 337.8000183105469, + 346.20001220703125, + 361.0, + 362.6000061035156, + 369.8000183105469, + 368.20001220703125, + 371.20001220703125, + 380.20001220703125, + 385.8000183105469, + 390.20001220703125, + 392.3999938964844, + 392.3999938964844, + 394.0, + 402.6000061035156, + 422.20001220703125, + 433.0000305175781, + 432.0000305175781, + 437.3999938964844, + 447.3999938964844, + 454.3999938964844, + 458.0000305175781, + 468.8000183105469, + 482.3999938964844, + 496.6000061035156, + 501.6000061035156, + 511.8000183105469, + 520.3999633789062, + 519.5999755859375, + 523.0, + 534.3999633789062, + 540.199951171875, + 543.5999755859375, + 543.199951171875, + 541.3999633789062, + 555.199951171875, + 563.0, + 568.0, + 562.3999633789062, + 564.3999633789062, + 566.199951171875, + 566.199951171875, + 575.3999633789062, + 577.5999755859375, + 579.199951171875, + 584.7999877929688, + 582.0, + 584.3999633789062, + 589.3999633789062, + 595.3999633789062, + 597.199951171875, + 594.0, + 598.0, + 597.7999877929688, + 595.7999877929688, + 593.5999755859375, + 594.199951171875, + 598.3999633789062, + 598.199951171875, + 599.3999633789062, + 595.3999633789062, + 594.0, + 594.5999755859375, + 598.3999633789062, + 601.5999755859375, + 598.7999877929688, + 606.7999877929688, + 608.3999633789062, + 607.7999877929688, + 610.199951171875, + 616.3999633789062, + 620.7999877929688, + 621.199951171875, + 624.199951171875, + 622.3999633789062, + 617.7999877929688, + 615.7999877929688, + 608.0, + 608.3999633789062, + 605.5999755859375, + 601.0, + 593.5999755859375, + 590.7999877929688, + 594.199951171875, + 598.0, + 602.3999633789062, + 607.0, + 614.199951171875, + 612.7999877929688, + 612.3999633789062, + 616.199951171875, + 614.7999877929688, + 616.3999633789062, + 617.7999877929688, + 631.3999633789062, + 637.0, + 643.7999877929688, + 650.5999755859375, + 654.0, + 658.3999633789062, + 669.0, + 678.199951171875, + 685.199951171875, + 681.199951171875, + 677.3999633789062, + 676.7999877929688, + 673.3999633789062, + 670.199951171875, + 667.3999633789062, + 667.3999633789062, + 666.3999633789062, + 668.199951171875, + 675.0, + 677.199951171875, + 680.199951171875, + 677.0, + 676.199951171875, + 678.7999877929688, + 676.5999755859375, + 678.5999755859375, + 679.0, + 673.0, + 672.3999633789062, + 678.5999755859375, + 679.3999633789062, + 682.5999755859375, + 681.3999633789062, + 688.5999755859375, + 689.199951171875, + 687.5999755859375, + 687.0, + 687.0, + 680.199951171875, + 676.7999877929688, + 675.199951171875, + 675.0, + 670.5999755859375, + 664.0, + 662.7999877929688, + 654.3999633789062, + 654.0, + 654.3999633789062, + 655.3999633789062, + 657.5999755859375, + 660.199951171875, + 656.7999877929688, + 652.0, + 643.199951171875, + 641.5999755859375, + 641.7999877929688, + 635.0, + 637.0, + 638.7999877929688, + 633.3999633789062, + 629.5999755859375, + 625.7999877929688, + 629.199951171875, + 629.5999755859375, + 631.3999633789062, + 619.5999755859375, + 617.3999633789062, + 613.3999633789062, + 612.5999755859375, + 617.199951171875, + 617.3999633789062, + 622.199951171875, + 622.0, + 617.3999633789062, + 624.7999877929688, + 625.3999633789062, + 628.0, + 631.3999633789062, + 642.199951171875, + 640.0, + 643.199951171875, + 649.5999755859375, + 658.5999755859375, + 651.7999877929688, + 670.199951171875, + 661.7999877929688, + 671.0, + 675.3999633789062, + 697.7999877929688, + 709.3999633789062, + 723.199951171875, + 730.7999877929688, + 747.199951171875, + 759.3999633789062, + 772.199951171875, + 797.3999633789062, + 815.3999633789062, + 821.3999633789062, + 841.7999877929688, + 856.3999633789062, + 867.199951171875, + 889.5999755859375, + 912.7999877929688, + 919.3999633789062, + 942.199951171875, + 964.5999755859375, + 967.0, + 1001.7999267578125, + 1013.4000244140625, + 1021.0, + 1036.0, + 1053.4000244140625, + 1061.199951171875, + 1061.199951171875, + 1092.5999755859375, + 1106.7999267578125, + 1107.4000244140625, + 1136.5999755859375, + 1158.5999755859375, + 1172.5999755859375, + 1178.7999267578125, + 1199.5999755859375, + 1201.0, + 1205.199951171875, + 1218.7999267578125, + 1223.5999755859375, + 1231.4000244140625, + 1228.0, + 1230.5999755859375, + 1240.199951171875, + 1229.0, + 1232.199951171875, + 1242.199951171875, + 1259.7999267578125, + 1262.5999755859375, + 1265.0, + 1277.5999755859375, + 1276.4000244140625, + 1275.0, + 1281.199951171875, + 1288.199951171875, + 1283.199951171875, + 1287.4000244140625, + 1288.5999755859375, + 1306.199951171875, + 1302.0, + 1302.4000244140625, + 1314.5999755859375, + 1318.199951171875, + 1325.7999267578125, + 1331.7999267578125, + 1347.4000244140625, + 1351.0, + 1350.4000244140625, + 1349.0, + 1354.0, + 1361.7999267578125, + 1360.7999267578125, + 1351.7999267578125, + 1352.7999267578125, + 1353.4000244140625, + 1362.4000244140625, + 1371.4000244140625, + 1372.5999755859375, + 1368.7999267578125, + 1362.7999267578125, + 1368.7999267578125, + 1371.0, + 1367.199951171875, + 1367.4000244140625, + 1372.199951171875, + 1373.0, + 1376.7999267578125, + 1379.199951171875, + 1385.0, + 1388.4000244140625, + 1389.0, + 1384.0, + 1390.4000244140625, + 1403.4000244140625, + 1401.199951171875, + 1400.199951171875, + 1394.4000244140625, + 1398.5999755859375, + 1407.5999755859375, + 1414.5999755859375, + 1419.4000244140625, + 1412.5999755859375, + 1412.4000244140625, + 1416.0, + 1417.4000244140625, + 1427.7999267578125, + 1426.5999755859375, + 1427.5999755859375, + 1424.199951171875, + 1429.4000244140625, + 1424.5999755859375, + 1428.4000244140625, + 1429.7999267578125, + 1434.199951171875, + 1438.7999267578125, + 1443.5999755859375, + 1451.7999267578125, + 1457.5999755859375, + 1458.4000244140625, + 1457.199951171875, + 1462.0, + 1464.7999267578125, + 1465.0, + 1485.199951171875, + 1483.7999267578125, + 1486.5999755859375, + 1483.7999267578125, + 1491.7999267578125, + 1492.0, + 1493.4000244140625, + 1497.199951171875, + 1499.4000244140625, + 1496.5999755859375, + 1502.199951171875, + 1504.0, + 1505.0, + 1500.7999267578125, + 1504.199951171875, + 1502.199951171875, + 1502.5999755859375, + 1510.199951171875, + 1511.4000244140625, + 1507.0, + 1510.5999755859375, + 1512.199951171875, + 1521.0, + 1516.4000244140625, + 1524.199951171875, + 1520.0, + 1524.0, + 1524.7999267578125, + 1530.199951171875, + 1530.199951171875, + 1530.0, + 1540.4000244140625, + 1543.7999267578125, + 1542.4000244140625, + 1547.199951171875, + 1552.7999267578125, + 1552.199951171875, + 1550.4000244140625, + 1549.7999267578125, + 1554.5999755859375, + 1556.5999755859375, + 1562.5999755859375, + 1564.5999755859375, + 1563.0, + 1568.7999267578125, + 1569.7999267578125, + 1574.199951171875, + 1575.4000244140625, + 1572.4000244140625, + 1579.4000244140625, + 1579.5999755859375, + 1582.7999267578125, + 1584.7999267578125, + 1585.4000244140625, + 1586.5999755859375, + 1576.7999267578125, + 1582.4000244140625, + 1581.7999267578125, + 1585.199951171875, + 1588.4000244140625, + 1590.7999267578125, + 1591.5999755859375, + 1591.7999267578125, + 1590.4000244140625, + 1591.0, + 1593.4000244140625, + 1586.199951171875, + 1594.7999267578125, + 1595.0, + 1593.199951171875, + 1597.5999755859375, + 1595.0, + 1597.199951171875, + 1599.0, + 1597.4000244140625, + 1599.7999267578125, + 1594.199951171875, + 1605.199951171875, + 1603.5999755859375, + 1601.199951171875, + 1598.4000244140625, + 1600.0, + 1602.5999755859375, + 1601.4000244140625, + 1603.0, + 1603.0, + 1604.5999755859375, + 1600.7999267578125, + 1600.5999755859375, + 1600.4000244140625, + 1601.199951171875, + 1601.5999755859375, + 1602.4000244140625, + 1594.0, + 1599.199951171875, + 1597.0, + 1598.199951171875, + 1591.4000244140625, + 1597.7999267578125, + 1598.199951171875, + 1597.7999267578125, + 1600.0, + 1602.5999755859375, + 1600.199951171875, + 1600.5999755859375, + 1598.7999267578125, + 1600.0, + 1601.5999755859375, + 1608.199951171875, + 1608.5999755859375, + 1611.5999755859375, + 1613.0, + 1614.5999755859375, + 1616.0, + 1614.4000244140625, + 1614.199951171875, + 1624.0, + 1622.4000244140625, + 1624.199951171875, + 1625.4000244140625, + 1625.199951171875, + 1622.199951171875, + 1619.7999267578125, + 1622.0, + 1618.0, + 1618.5999755859375, + 1621.7999267578125, + 1622.7999267578125, + 1624.4000244140625, + 1626.0, + 1622.4000244140625, + 1618.4000244140625, + 1615.199951171875, + 1614.199951171875, + 1610.5999755859375, + 1611.5999755859375, + 1612.199951171875, + 1613.7999267578125, + 1608.5999755859375, + 1610.7999267578125, + 1607.5999755859375, + 1606.199951171875, + 1607.5999755859375, + 1606.5999755859375, + 1601.5999755859375, + 1605.4000244140625, + 1606.0, + 1608.5999755859375, + 1603.7999267578125, + 1602.4000244140625, + 1600.7999267578125, + 1596.199951171875, + 1591.7999267578125, + 1595.5999755859375, + 1600.4000244140625, + 1603.5999755859375, + 1593.5999755859375, + 1593.5999755859375, + 1593.199951171875, + 1590.7999267578125, + 1595.199951171875, + 1587.7999267578125, + 1582.5999755859375, + 1587.5999755859375, + 1587.7999267578125, + 1590.7999267578125, + 1591.5999755859375, + 1592.7999267578125, + 1595.4000244140625, + 1595.4000244140625, + 1595.5999755859375, + 1595.199951171875, + 1597.199951171875, + 1600.0, + 1601.7999267578125, + 1600.7999267578125, + 1598.0, + 1593.199951171875, + 1593.4000244140625, + 1591.199951171875, + 1579.4000244140625, + 1583.7999267578125, + 1580.5999755859375, + 1578.199951171875, + 1584.199951171875, + 1577.7999267578125, + 1575.199951171875, + 1579.199951171875, + 1583.0, + 1580.7999267578125, + 1570.5999755859375, + 1569.5999755859375, + 1573.4000244140625, + 1569.5999755859375, + 1567.199951171875, + 1566.5999755859375, + 1568.199951171875, + 1568.7999267578125, + 1568.0, + 1570.5999755859375, + 1574.0, + 1584.0, + 1592.7999267578125, + 1592.5999755859375, + 1601.7999267578125, + 1606.7999267578125, + 1605.7999267578125, + 1609.5999755859375, + 1620.5999755859375, + 1619.5999755859375, + 1620.199951171875, + 1619.0, + 1629.5999755859375, + 1634.0, + 1634.7999267578125, + 1632.0, + 1636.4000244140625, + 1636.199951171875, + 1639.5999755859375, + 1642.5999755859375, + 1644.0, + 1644.4000244140625, + 1643.5999755859375, + 1642.5999755859375, + 1641.4000244140625, + 1639.4000244140625, + 1636.4000244140625, + 1634.0, + 1629.7999267578125, + 1630.5999755859375, + 1624.5999755859375, + 1634.0, + 1634.5999755859375, + 1637.199951171875, + 1637.7999267578125, + 1637.5999755859375, + 1635.5999755859375, + 1635.0, + 1635.0, + 1636.5999755859375, + 1637.5999755859375, + 1637.7999267578125, + 1637.199951171875, + 1637.7999267578125, + 1640.199951171875, + 1640.0, + 1641.4000244140625, + 1644.199951171875, + 1648.4000244140625, + 1648.0, + 1649.4000244140625, + 1644.7999267578125, + 1646.7999267578125, + 1645.199951171875, + 1639.7999267578125, + 1639.5999755859375, + 1635.7999267578125, + 1636.4000244140625, + 1641.5999755859375, + 1641.5999755859375, + 1641.7999267578125, + 1640.4000244140625, + 1639.7999267578125, + 1638.4000244140625, + 1635.199951171875, + 1637.4000244140625, + 1635.7999267578125, + 1631.4000244140625, + 1635.5999755859375, + 1634.5999755859375, + 1636.199951171875, + 1637.0, + 1639.4000244140625, + 1642.4000244140625, + 1643.0, + 1637.5999755859375, + 1641.199951171875, + 1641.4000244140625, + 1641.199951171875, + 1643.7999267578125, + 1642.4000244140625, + 1643.7999267578125, + 1645.7999267578125, + 1641.7999267578125, + 1642.4000244140625, + 1642.199951171875, + 1639.0, + 1638.5999755859375, + 1640.0, + 1642.199951171875, + 1637.4000244140625, + 1638.0, + 1636.4000244140625, + 1637.4000244140625, + 1637.4000244140625, + 1639.4000244140625, + 1638.0, + 1641.199951171875, + 1638.7999267578125, + 1635.199951171875, + 1635.199951171875, + 1634.7999267578125, + 1631.7999267578125, + 1633.0, + 1630.5999755859375, + 1635.0, + 1635.5999755859375, + 1638.4000244140625, + 1641.5999755859375, + 1644.199951171875, + 1643.199951171875, + 1641.0, + 1644.0, + 1648.7999267578125, + 1651.4000244140625, + 1653.0, + 1648.0, + 1648.0, + 1640.7999267578125, + 1634.4000244140625, + 1634.0, + 1636.0, + 1639.4000244140625, + 1638.199951171875, + 1640.4000244140625, + 1640.4000244140625, + 1640.4000244140625, + 1640.199951171875, + 1640.0, + 1633.4000244140625, + 1635.199951171875, + 1628.5999755859375, + 1626.5999755859375, + 1626.0, + 1624.5999755859375, + 1621.199951171875, + 1611.7999267578125, + 1606.5999755859375, + 1612.4000244140625, + 1607.7999267578125, + 1611.199951171875, + 1620.199951171875, + 1623.199951171875, + 1622.4000244140625, + 1622.5999755859375, + 1625.199951171875, + 1623.0, + 1625.4000244140625, + 1627.7999267578125, + 1624.0, + 1625.7999267578125, + 1625.4000244140625, + 1626.4000244140625, + 1626.0, + 1631.4000244140625, + 1632.7999267578125, + 1637.0, + 1639.4000244140625, + 1642.7999267578125, + 1646.7999267578125, + 1642.4000244140625, + 1647.4000244140625, + 1647.5999755859375, + 1648.199951171875, + 1649.5999755859375, + 1649.7999267578125, + 1650.5999755859375, + 1652.7999267578125, + 1652.5999755859375, + 1654.199951171875, + 1655.199951171875, + 1657.4000244140625, + 1657.5999755859375, + 1655.4000244140625, + 1657.4000244140625, + 1658.4000244140625, + 1655.0, + 1654.7999267578125, + 1654.0, + 1657.0, + 1656.0, + 1656.4000244140625, + 1661.0, + 1663.5999755859375, + 1661.0, + 1662.4000244140625, + 1660.0, + 1661.0, + 1659.199951171875, + 1658.4000244140625, + 1658.7999267578125, + 1658.7999267578125, + 1660.199951171875, + 1658.0, + 1658.199951171875, + 1656.7999267578125, + 1657.5999755859375, + 1657.7999267578125, + 1659.199951171875, + 1662.0, + 1660.5999755859375, + 1662.4000244140625, + 1662.199951171875, + 1660.5999755859375, + 1660.7999267578125, + 1660.7999267578125, + 1666.7999267578125, + 1664.4000244140625, + 1664.199951171875, + 1666.4000244140625, + 1665.0, + 1666.0, + 1666.0, + 1661.0, + 1660.5999755859375, + 1660.199951171875, + 1664.0, + 1667.199951171875, + 1669.199951171875, + 1669.5999755859375, + 1669.0, + 1672.0, + 1674.5999755859375, + 1672.5999755859375, + 1677.0, + 1679.4000244140625, + 1676.7999267578125, + 1676.5999755859375, + 1676.4000244140625, + 1677.4000244140625, + 1678.7999267578125, + 1677.5999755859375, + 1678.0, + 1682.0, + 1681.199951171875, + 1685.4000244140625, + 1688.7999267578125, + 1688.7999267578125, + 1688.5999755859375, + 1689.199951171875, + 1689.199951171875, + 1688.0, + 1684.199951171875, + 1680.7999267578125, + 1680.5999755859375, + 1679.7999267578125, + 1682.5999755859375, + 1679.4000244140625, + 1680.0, + 1680.199951171875, + 1675.7999267578125, + 1680.5999755859375, + 1680.0, + 1681.0, + 1680.5999755859375, + 1682.0, + 1683.7999267578125, + 1684.5999755859375, + 1684.0, + 1682.7999267578125, + 1683.4000244140625, + 1683.4000244140625, + 1684.5999755859375, + 1685.0, + 1687.0, + 1696.0, + 1696.5999755859375, + 1697.7999267578125, + 1698.7999267578125, + 1699.0, + 1701.199951171875, + 1701.199951171875, + 1705.5999755859375, + 1706.7999267578125, + 1700.4000244140625, + 1701.0, + 1702.199951171875, + 1698.0, + 1696.199951171875, + 1693.4000244140625, + 1692.7999267578125, + 1693.5999755859375, + 1690.199951171875, + 1690.199951171875, + 1690.5999755859375, + 1690.7999267578125, + 1691.199951171875, + 1690.4000244140625, + 1690.7999267578125, + 1688.0, + 1688.7999267578125, + 1689.7999267578125, + 1691.199951171875, + 1691.199951171875, + 1692.0, + 1691.4000244140625, + 1697.4000244140625, + 1697.7999267578125, + 1695.4000244140625, + 1687.199951171875, + 1690.0, + 1686.199951171875, + 1684.199951171875, + 1683.5999755859375, + 1687.199951171875, + 1688.0, + 1686.0, + 1686.199951171875, + 1686.7999267578125, + 1680.4000244140625, + 1680.5999755859375, + 1678.0, + 1677.5999755859375, + 1675.5999755859375, + 1672.5999755859375, + 1673.0, + 1672.5999755859375, + 1673.199951171875, + 1670.199951171875, + 1670.4000244140625, + 1674.199951171875, + 1683.0, + 1684.199951171875, + 1692.0, + 1692.0, + 1691.4000244140625, + 1693.5999755859375, + 1693.199951171875, + 1695.4000244140625, + 1695.0, + 1692.0, + 1694.7999267578125, + 1698.4000244140625, + 1694.5999755859375, + 1701.5999755859375, + 1701.4000244140625, + 1702.0, + 1699.199951171875, + 1698.5999755859375, + 1697.7999267578125, + 1695.4000244140625, + 1692.5999755859375, + 1692.0, + 1692.0, + 1692.199951171875, + 1692.5999755859375, + 1693.199951171875, + 1695.7999267578125, + 1689.5999755859375, + 1689.5999755859375, + 1690.199951171875, + 1685.0, + 1684.5999755859375, + 1686.5999755859375, + 1687.4000244140625, + 1686.0, + 1689.199951171875, + 1688.7999267578125, + 1688.0, + 1693.7999267578125, + 1694.199951171875, + 1694.199951171875, + 1698.5999755859375, + 1701.7999267578125, + 1696.199951171875, + 1695.4000244140625, + 1695.199951171875, + 1695.0, + 1694.5999755859375, + 1695.199951171875, + 1699.199951171875, + 1698.5999755859375, + 1698.5999755859375, + 1702.199951171875, + 1703.199951171875, + 1702.7999267578125, + 1702.5999755859375, + 1702.7999267578125, + 1703.5999755859375, + 1703.199951171875, + 1702.4000244140625, + 1703.5999755859375, + 1703.4000244140625, + 1703.7999267578125, + 1704.5999755859375, + 1703.7999267578125, + 1703.7999267578125, + 1709.7999267578125, + 1709.4000244140625, + 1710.0, + 1707.7999267578125, + 1704.0, + 1704.199951171875, + 1702.199951171875, + 1702.5999755859375, + 1702.5999755859375, + 1703.4000244140625, + 1703.7999267578125, + 1704.199951171875, + 1704.199951171875, + 1704.0, + 1703.199951171875, + 1701.4000244140625, + 1701.199951171875, + 1701.5999755859375, + 1699.199951171875, + 1699.7999267578125, + 1700.4000244140625, + 1698.199951171875, + 1695.7999267578125, + 1696.5999755859375, + 1697.4000244140625, + 1699.7999267578125, + 1701.7999267578125, + 1702.7999267578125, + 1703.0, + 1705.199951171875, + 1706.7999267578125, + 1707.0, + 1707.199951171875, + 1707.5999755859375, + 1704.5999755859375, + 1704.4000244140625, + 1704.5999755859375, + 1702.0, + 1703.7999267578125, + 1704.199951171875, + 1701.0, + 1699.7999267578125, + 1700.7999267578125, + 1703.5999755859375, + 1706.199951171875, + 1706.5999755859375, + 1706.7999267578125, + 1706.4000244140625, + 1706.7999267578125, + 1706.7999267578125, + 1706.199951171875, + 1707.4000244140625, + 1706.5999755859375, + 1706.199951171875, + 1705.7999267578125, + 1705.0, + 1705.4000244140625, + 1709.5999755859375, + 1709.7999267578125, + 1709.5999755859375, + 1709.199951171875, + 1705.5999755859375, + 1709.4000244140625, + 1705.4000244140625, + 1707.5999755859375, + 1706.7999267578125, + 1707.4000244140625, + 1707.5999755859375, + 1708.199951171875, + 1708.0, + 1708.199951171875, + 1709.0, + 1709.7999267578125, + 1709.5999755859375, + 1709.199951171875, + 1709.5999755859375, + 1708.4000244140625, + 1709.4000244140625, + 1710.0, + 1709.4000244140625, + 1708.7999267578125, + 1711.5999755859375, + 1714.0, + 1713.7999267578125, + 1716.0, + 1716.4000244140625, + 1720.4000244140625, + 1718.7999267578125, + 1719.7999267578125, + 1719.4000244140625 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 1.4217751413525548e-05, + 2.9439986974466592e-05, + 2.736262649705168e-05, + 2.4441720597678795e-05, + 2.203381336585153e-05, + 2.001830216613598e-05, + 1.8371938494965434e-05, + 1.700260145298671e-05, + 1.5747998986626044e-05, + 1.4667736650153529e-05, + 1.3663079698744696e-05, + 1.2803647223336156e-05, + 1.2054728358634748e-05, + 1.1387699487386271e-05, + 1.0797732102219015e-05, + 1.0276560715283267e-05, + 9.803706234379206e-06, + 9.362303899251856e-06, + 8.975803211797029e-06, + 8.628595423942897e-06, + 8.311705641972367e-06, + 8.019650522328448e-06, + 7.744751201244071e-06, + 7.494335477531422e-06, + 7.261417977133533e-06, + 7.048775842122268e-06, + 6.851152193121379e-06, + 6.66396772430744e-06, + 6.487887276307447e-06, + 6.3223169490811415e-06, + 6.16704437561566e-06, + 6.021768513164716e-06, + 5.884877282369416e-06, + 5.753369805461261e-06, + 5.623739525617566e-06, + 5.498812242876738e-06, + 5.381476057664258e-06, + 5.2693831094074994e-06, + 5.161087756277993e-06, + 5.057107500761049e-06, + 4.95789072374464e-06, + 4.861650722887134e-06, + 4.767782229464501e-06, + 4.676188382291002e-06, + 4.5884348764957394e-06, + 4.503423497226322e-06, + 4.421297489898279e-06, + 4.343283308116952e-06, + 4.268454176781233e-06, + 4.195534984319238e-06, + 4.125196483073523e-06, + 4.057581463712268e-06, + 3.992953224951634e-06, + 3.931245373678394e-06, + 3.870580712828087e-06, + 3.8115958886919543e-06, + 3.754500994546106e-06, + 3.700194383782218e-06, + 3.6477715639193775e-06, + 3.5971399938716786e-06, + 3.5483483316056663e-06, + 3.5005382414965425e-06, + 3.4542413231974933e-06, + 3.4094230159098515e-06, + 3.365711791047943e-06, + 3.323659939269419e-06, + 3.2828088478709105e-06, + 3.242929324187571e-06, + 3.2039222332969075e-06, + 3.166021770084626e-06, + 3.129476908725337e-06, + 3.09378719975939e-06, + 3.059159780605114e-06, + 3.0256412628659746e-06, + 2.993183670696453e-06, + 2.9615857783937827e-06, + 2.930626578745432e-06, + 2.900504114222713e-06, + 2.871113565561245e-06, + 2.842669118763297e-06, + 2.8150034268037416e-06, + 2.7879918889084365e-06, + 2.7614696591626853e-06, + 2.735448560997611e-06, + 2.710163244046271e-06, + 2.685142135305796e-06, + 2.660641257534735e-06, + 2.636727685967344e-06, + 2.6132649963983567e-06, + 2.590098574728472e-06, + 2.567290948718437e-06, + 2.5449762688367628e-06, + 2.5230467599612894e-06, + 2.501654989828239e-06, + 2.4808718990243506e-06, + 2.4605863018223317e-06, + 2.4409637262579054e-06, + 2.421717681500013e-06, + 2.4029338874242967e-06, + 2.3846491785661783e-06, + 2.366925627939054e-06, + 2.3496063477068674e-06, + 2.332500571355922e-06, + 2.3155935195973143e-06, + 2.2988665477896575e-06, + 2.282312152601662e-06, + 2.2658603029412916e-06, + 2.2497374629892875e-06, + 2.2339072529575787e-06, + 2.2182557586347684e-06, + 2.202908490289701e-06, + 2.1877835933992174e-06, + 2.1728801584686153e-06, + 2.157907374567003e-06, + 2.143060328307911e-06, + 2.128312416971312e-06, + 2.1136647774255835e-06, + 2.099193579851999e-06, + 2.0848742678936105e-06, + 2.0705742826976348e-06, + 2.0563284124364145e-06, + 2.04218554245017e-06, + 2.028367134698783e-06, + 2.0148581825196743e-06, + 2.001585471589351e-06, + 1.9885958408849547e-06, + 1.975876330106985e-06, + 1.963410795724485e-06, + 1.95114012058184e-06, + 1.9390768102311995e-06, + 1.9271662949904567e-06, + 1.915318534884136e-06, + 1.9036136791328317e-06, + 1.892035584205587e-06, + 1.8806850903274608e-06, + 1.8695160406423383e-06, + 1.8584692043077666e-06, + 1.8476184777682647e-06, + 1.8368928067502566e-06, + 1.8263145875607734e-06, + 1.8159779529014486e-06, + 1.805793999665184e-06, + 1.795658363334951e-06, + 1.7856510794445057e-06, + 1.7757348587110755e-06, + 1.76597109202703e-06, + 1.7562383618496824e-06, + 1.746629322951776e-06, + 1.7371717149217147e-06, + 1.7278479162996518e-06, + 1.718647013149166e-06, + 1.7096554074669257e-06, + 1.7008230770443333e-06, + 1.6921221686061472e-06, + 1.683532332208415e-06, + 1.6751035900597344e-06, + 1.6668586795276497e-06, + 1.6587266600254225e-06, + 1.650791546126129e-06, + 1.6429523839178728e-06, + 1.6351981457773945e-06, + 1.6275201915050275e-06, + 1.6199035144381924e-06, + 1.6123429986691917e-06, + 1.6049056057454436e-06, + 1.5976040685927728e-06, + 1.5904786323517328e-06, + 1.5834464193176245e-06, + 1.5764862837386318e-06, + 1.5696712125645718e-06, + 1.5629049130438943e-06, + 1.5561889767923276e-06, + 1.5495973002543906e-06, + 1.5431105566676706e-06, + 1.5367264722954133e-06, + 1.5303702411983977e-06, + 1.524072104075458e-06, + 1.5178175090113655e-06, + 1.5117382190510398e-06, + 1.505737373008742e-06, + 1.4998306596680777e-06, + 1.4939854509066208e-06, + 1.4881502465868834e-06, + 1.4823664287177962e-06, + 1.476590796301025e-06, + 1.4708698472531978e-06, + 1.4652424624728155e-06, + 1.4595989341614768e-06, + 1.4540008805852267e-06, + 1.4484303392237052e-06, + 1.442880147806136e-06, + 1.4372863006428815e-06, + 1.4317627119453391e-06, + 1.426261860615341e-06, + 1.4207570302460226e-06, + 1.4152273024592432e-06, + 1.4098051224209485e-06, + 1.4042811926628929e-06, + 1.3988772025186336e-06, + 1.3934486560174264e-06, + 1.3880352298656362e-06, + 1.3824953839502996e-06, + 1.3769181350653525e-06, + 1.3712885902350536e-06, + 1.3656566579811624e-06, + 1.3599568546851515e-06, + 1.3542237411456881e-06, + 1.3484550436260179e-06, + 1.3425618590190425e-06, + 1.3366020539251622e-06, + 1.3306652135725017e-06, + 1.324649247180787e-06, + 1.3185992884245934e-06, + 1.3125437590133515e-06, + 1.3064050108368974e-06, + 1.3001821344005293e-06, + 1.2939905218445347e-06, + 1.2877234212282929e-06, + 1.281388108509418e-06, + 1.2751173699143692e-06, + 1.2687045227721683e-06, + 1.2623022485058755e-06, + 1.255936581401329e-06, + 1.249562615157629e-06, + 1.2431678442226257e-06, + 1.2368118404992856e-06, + 1.2305406471568858e-06, + 1.224170659952506e-06, + 1.217806016029499e-06, + 1.2115245908717043e-06, + 1.2051663134116097e-06, + 1.1987752941422514e-06, + 1.192398144667095e-06, + 1.1860778386107995e-06, + 1.1797369552368764e-06, + 1.1734787221939769e-06, + 1.1672869959511445e-06, + 1.161113686976023e-06, + 1.1550032468221616e-06, + 1.1489401003927924e-06, + 1.1429780215621577e-06, + 1.137085746449884e-06, + 1.131229169004655e-06, + 1.1255045819780207e-06, + 1.1198421816516202e-06, + 1.1142104767714045e-06, + 1.1085759297202458e-06, + 1.1030051609850489e-06, + 1.097498511626327e-06, + 1.0920113027168554e-06, + 1.0866023103517364e-06, + 1.081270625036268e-06, + 1.0759830502138357e-06, + 1.0707362889661454e-06, + 1.0655775213308516e-06, + 1.0604685485304799e-06, + 1.0554202845014515e-06, + 1.050368382493616e-06, + 1.0453970844537253e-06, + 1.0404869499325287e-06, + 1.0355933000028017e-06, + 1.0307479669791064e-06, + 1.0259358305120259e-06, + 1.0211623475697706e-06, + 1.0163934121010243e-06, + 1.0116716566699324e-06, + 1.0070107236970216e-06, + 1.0024119774243445e-06, + 9.978527941711945e-07, + 9.933233968695276e-07, + 9.88852320915612e-07, + 9.844641226663953e-07, + 9.80124809757399e-07, + 9.75834723249136e-07, + 9.715668056742288e-07, + 9.67321170719515e-07, + 9.631215789340786e-07, + 9.589821274857968e-07, + 9.549082733428804e-07, + 9.508628977528133e-07, + 9.468569714954356e-07, + 9.429070360056357e-07, + 9.390004720444267e-07, + 9.351236940347007e-07, + 9.312875022260414e-07, + 9.274829153582687e-07, + 9.237132303496765e-07, + 9.199688975058962e-07, + 9.162560559161648e-07, + 9.125816404775833e-07, + 9.089596346711915e-07, + 9.05359513581061e-07, + 9.017643378683715e-07, + 8.98212874744786e-07, + 8.94701202014403e-07, + 8.912405178307381e-07, + 8.878053563421417e-07, + 8.843837235872343e-07, + 8.809806217868754e-07, + 8.776010531619249e-07, + 8.742720751797606e-07, + 8.709772032489127e-07, + 8.677072855789447e-07, + 8.644668696433655e-07, + 8.612353781245474e-07, + 8.580387884649099e-07, + 8.548716436962422e-07, + 8.517431524524e-07, + 8.486338742841326e-07, + 8.455652391603508e-07, + 8.425180340054794e-07, + 8.394971473535406e-07, + 8.364959285245277e-07, + 8.335138659276708e-07, + 8.305503911287815e-07, + 8.27598398700502e-07, + 8.246627203334356e-07, + 8.21753246782464e-07, + 8.188735591829754e-07, + 8.16011379356496e-07, + 8.131705158120894e-07, + 8.103556865535211e-07, + 8.075285791164788e-07, + 8.047304049796367e-07, + 8.019529786906787e-07, + 7.992062478479056e-07, + 7.964700330376218e-07, + 7.937586019579612e-07, + 7.910692261248187e-07, + 7.88397471751523e-07, + 7.857458967919229e-07, + 7.831230846022663e-07, + 7.805139716765552e-07, + 7.77924924477702e-07, + 7.753570798740839e-07, + 7.728189075351111e-07, + 7.702972197876079e-07, + 7.678008273614978e-07, + 7.653253533135285e-07, + 7.628587468389014e-07, + 7.604113534398493e-07, + 7.579919270028768e-07, + 7.55587279854808e-07, + 7.532004815402615e-07, + 7.508199928452086e-07, + 7.484666753043712e-07, + 7.461210316250799e-07, + 7.438013653882081e-07, + 7.414948299810931e-07, + 7.392060865640815e-07, + 7.369282002400723e-07, + 7.346690722442872e-07, + 7.324285888898885e-07, + 7.301912319235271e-07, + 7.279671194737602e-07, + 7.257631295942701e-07, + 7.235701104946202e-07, + 7.213868684630143e-07, + 7.192220436991192e-07, + 7.170768867581501e-07, + 7.14949635494122e-07, + 7.128326728889078e-07, + 7.107296369213145e-07, + 7.086351843099692e-07, + 7.065544309625693e-07, + 7.044920948828803e-07, + 7.024381147857639e-07, + 7.003988002907136e-07, + 6.983696039242204e-07, + 6.963545047256048e-07, + 6.943586186025641e-07, + 6.923692126292735e-07, + 6.903946996317245e-07, + 6.884311574140156e-07, + 6.864800070616184e-07, + 6.845428401902609e-07, + 6.826188041486603e-07, + 6.807208023928979e-07, + 6.788301902815874e-07, + 6.769541869289242e-07, + 6.75087960644305e-07, + 6.732316251145676e-07, + 6.713860898344137e-07, + 6.695530601064092e-07, + 6.677330475213239e-07, + 6.659277573817235e-07, + 6.641346885771782e-07, + 6.623517379011901e-07, + 6.605894213862484e-07, + 6.588300607290876e-07, + 6.570829214069818e-07, + 6.553499929395912e-07, + 6.536243972732336e-07, + 6.519135808957799e-07, + 6.502123142126948e-07, + 6.485208245976537e-07, + 6.468426931860449e-07, + 6.451734861911973e-07, + 6.435214459088456e-07, + 6.418693487830751e-07, + 6.402300414265483e-07, + 6.386042628037103e-07, + 6.369921266013989e-07, + 6.353890853461053e-07, + 6.337941726997087e-07, + 6.322109697975975e-07, + 6.306366344688286e-07, + 6.290725877988734e-07, + 6.27517238172004e-07, + 6.259756446524989e-07, + 6.24444169261551e-07, + 6.229228119991603e-07, + 6.214104359969497e-07, + 6.199073254720133e-07, + 6.184130256770004e-07, + 6.169358925944834e-07, + 6.154632501420565e-07, + 6.140018058431451e-07, + 6.12548433309712e-07, + 6.111101811256958e-07, + 6.09675055329717e-07, + 6.082484560465673e-07, + 6.068308948670165e-07, + 6.054199843674724e-07, + 6.040154403308406e-07, + 6.026215828569548e-07, + 6.012356834617094e-07, + 5.998596748213458e-07, + 5.984908284517587e-07, + 5.971289169792726e-07, + 5.957694497737975e-07, + 5.944178269601252e-07, + 5.930716611146636e-07, + 5.917323164794652e-07, + 5.903995656808547e-07, + 5.890734655622509e-07, + 5.877565172340837e-07, + 5.864473564543005e-07, + 5.851380251442606e-07, + 5.838375045641442e-07, + 5.825431799166836e-07, + 5.812553354189731e-07, + 5.7997510793939e-07, + 5.787046006844321e-07, + 5.774431883764919e-07, + 5.761872898801812e-07, + 5.749415663558466e-07, + 5.73702379824681e-07, + 5.724677407670242e-07, + 5.712392407986044e-07, + 5.700164251720707e-07, + 5.687992370440043e-07, + 5.675914280800498e-07, + 5.663932824973017e-07, + 5.652040613313147e-07, + 5.640220592795231e-07, + 5.628490953313303e-07, + 5.616817020381859e-07, + 5.605201636171842e-07, + 5.59363684260461e-07, + 5.582170956586197e-07, + 5.570750545302872e-07, + 5.559412556976895e-07, + 5.548144486056117e-07, + 5.536926437343936e-07, + 5.525773758563446e-07, + 5.514712597687321e-07, + 5.503683269125759e-07, + 5.492706804943737e-07, + 5.48176899428654e-07, + 5.470919290928578e-07, + 5.460134957502305e-07, + 5.449415425573534e-07, + 5.438781727207243e-07, + 5.428229883364111e-07, + 5.417705324362032e-07, + 5.407202365859121e-07, + 5.396730671236583e-07, + 5.386376074056898e-07, + 5.376072635954188e-07, + 5.365822062231018e-07, + 5.355636858439539e-07, + 5.345473823581415e-07, + 5.335406285666977e-07, + 5.325421170709888e-07, + 5.315451971910079e-07, + 5.305529384713736e-07, + 5.295635787661013e-07, + 5.285783686304057e-07, + 5.275971375340305e-07, + 5.266190896691114e-07, + 5.256456461211201e-07, + 5.246766363597999e-07, + 5.23712401445664e-07, + 5.227515771366598e-07, + 5.217935381551797e-07, + 5.208389666222502e-07, + 5.198893973101804e-07, + 5.189459102439287e-07, + 5.180096422918723e-07, + 5.170775807528116e-07, + 5.161510898687993e-07, + 5.15235626608046e-07, + 5.143216981196019e-07, + 5.134137381901382e-07, + 5.125112920723041e-07, + 5.116094712320773e-07, + 5.10715267409978e-07, + 5.098265205560892e-07, + 5.089394790047663e-07, + 5.080541995994281e-07, + 5.071740929452062e-07, + 5.063034222985152e-07, + 5.054371285950765e-07, + 5.045725970376225e-07, + 5.037137498220545e-07, + 5.028599616707652e-07, + 5.020100957153772e-07, + 5.011630719309323e-07, + 5.003193450647814e-07, + 4.994795972379507e-07, + 4.986420663044555e-07, + 4.978062406735262e-07, + 4.96968709740031e-07, + 4.961301556249964e-07, + 4.952952394887689e-07, + 4.944590727973264e-07, + 4.936239292874234e-07, + 4.927928785036784e-07, + 4.919634193356615e-07, + 4.911318569611467e-07, + 4.903043873127899e-07, + 4.894802145827271e-07, + 4.88660191422241e-07, + 4.878382355855138e-07, + 4.870176439908391e-07, + 4.862001787842019e-07, + 4.853876021115866e-07, + 4.845762759941863e-07, + 4.837685310121742e-07, + 4.829625481761468e-07, + 4.821584411729418e-07, + 4.81357119497261e-07, + 4.805589810530364e-07, + 4.797645942744566e-07, + 4.789740160049405e-07, + 4.781873599313258e-07, + 4.774049102707068e-07, + 4.766271786138532e-07, + 4.75853767056833e-07, + 4.7508549982921977e-07, + 4.743200179291307e-07, + 4.7356044774460315e-07, + 4.7279959858315124e-07, + 4.7204156317093293e-07, + 4.7128543201324646e-07, + 4.705320861830842e-07, + 4.6978186674095923e-07, + 4.690355694947357e-07, + 4.6829256916680606e-07, + 4.6755255311836663e-07, + 4.668147539632628e-07, + 4.660794843402982e-07, + 4.653470568882767e-07, + 4.646178126677114e-07, + 4.6389115482270427e-07, + 4.6316631596710067e-07, + 4.6244443296927784e-07, + 4.617247952865e-07, + 4.610067776411597e-07, + 4.602897831773589e-07, + 4.595757729930483e-07, + 4.5886397970207327e-07, + 4.5815687599315424e-07, + 4.574517049604765e-07, + 4.567499445329304e-07, + 4.560531579045346e-07, + 4.553591850253724e-07, + 4.5466950382433424e-07, + 4.539821816251788e-07, + 4.532952857516648e-07, + 4.5261100467541837e-07, + 4.5192922470960184e-07, + 4.512506848186604e-07, + 4.505749302552431e-07, + 4.499023305015726e-07, + 4.492335108352563e-07, + 4.48566339628087e-07, + 4.479022663872456e-07, + 4.472424564028188e-07, + 4.465834138045466e-07, + 4.4592715653379855e-07, + 4.452727466741635e-07, + 4.4462041159931687e-07, + 4.439695544533606e-07, + 4.4331989101920044e-07, + 4.42672387634957e-07, + 4.4202931803738466e-07, + 4.4138721477793297e-07, + 4.4074741367694514e-07, + 4.4010999999954947e-07, + 4.394738937207876e-07, + 4.3884062961296877e-07, + 4.382091276511346e-07, + 4.375791320399003e-07, + 4.369529449377296e-07, + 4.363287757769285e-07, + 4.357069087745913e-07, + 4.350884807990951e-07, + 4.3447238340377226e-07, + 4.338579913110152e-07, + 4.3324490661689197e-07, + 4.32635800962089e-07, + 4.3202859956181783e-07, + 4.314241550673614e-07, + 4.308214442971803e-07, + 4.30220836733497e-07, + 4.2962159341186634e-07, + 4.2902493646579387e-07, + 4.284292174361326e-07, + 4.2783639742083324e-07, + 4.2724693116724666e-07, + 4.2665948285502964e-07, + 4.2607422301443876e-07, + 4.2549200429675693e-07, + 4.249113487730938e-07, + 4.2433350699866423e-07, + 4.237560631281667e-07, + 4.231803814036539e-07, + 4.226056660172617e-07, + 4.220318032821524e-07, + 4.2145899215029203e-07, + 4.2088848317689553e-07, + 4.2032061742247606e-07, + 4.1975366116275836e-07, + 4.191869322767161e-07, + 4.1862122657221335e-07, + 4.1805688510976324e-07, + 4.174961532044108e-07, + 4.1693729713188077e-07, + 4.163827327374747e-07, + 4.1583217580409837e-07, + 4.152835515469633e-07, + 4.14736035736496e-07, + 4.14189202047055e-07, + 4.1364455682924017e-07, + 4.131009916363837e-07, + 4.125591601678025e-07, + 4.1201911926691537e-07, + 4.114808973554318e-07, + 4.109444944333518e-07, + 4.104119568637543e-07, + 4.098805845842435e-07, + 4.093530208137963e-07, + 4.08827759201813e-07, + 4.0830437342265213e-07, + 4.077831192716985e-07, + 4.0726462202655966e-07, + 4.067507006766391e-07, + 4.0624004782330303e-07, + 4.057291675962915e-07, + 4.052212716487702e-07, + 4.0471391571372806e-07, + 4.04205309223471e-07, + 4.0369732801082137e-07, + 4.0319119420928473e-07, + 4.026865383366385e-07, + 4.0218264985014684e-07, + 4.016810066787002e-07, + 4.0118015931511763e-07, + 4.006801077593991e-07, + 4.001827846877859e-07, + 3.996864279542933e-07, + 3.991917196799477e-07, + 3.986982335391076e-07, + 3.982063390139956e-07, + 3.977143592237553e-07, + 3.9722343103676394e-07, + 3.96732730223448e-07, + 3.9624285363970557e-07, + 3.9575346022502345e-07, + 3.952643226057262e-07, + 3.94778027157372e-07, + 3.9429173170901777e-07, + 3.9380682892442564e-07, + 3.9332326196017675e-07, + 3.9284071817746735e-07, + 3.9235959548022947e-07, + 3.918796949164971e-07, + 3.914006185823382e-07, + 3.9092304859877913e-07, + 3.904464449533407e-07, + 3.899710065979889e-07, + 3.8949639247221057e-07, + 3.890231141667755e-07, + 3.885518822244194e-07, + 3.8808153135505563e-07, + 3.8761228893235966e-07, + 3.871454055115464e-07, + 3.866799715979141e-07, + 3.862161293000099e-07, + 3.8575285543629434e-07, + 3.852912016100163e-07, + 3.848308267606626e-07, + 3.843705371764372e-07, + 3.8391084444810986e-07, + 3.8345325492628035e-07, + 3.829966601642809e-07, + 3.8254202650023217e-07, + 3.820884728611418e-07, + 3.8163673821145494e-07, + 3.8118653833407734e-07, + 3.8073756059020525e-07, + 3.802898618232575e-07, + 3.7984307255101157e-07, + 3.7939818753329746e-07, + 3.789544962273794e-07, + 3.785124818023178e-07, + 3.7807151898050506e-07, + 3.7763177829219785e-07, + 3.771929470985924e-07, + 3.767545990740473e-07, + 3.763178710869397e-07, + 3.758819673294056e-07, + 3.7544731412708643e-07, + 3.750143093839142e-07, + 3.745825267742475e-07, + 3.741519094546675e-07, + 3.737210079179931e-07, + 3.7329195379243174e-07, + 3.7286417864379473e-07, + 3.724370287727652e-07, + 3.720114136740449e-07, + 3.715867649134452e-07, + 3.7116330986464163e-07, + 3.7074229908284906e-07, + 3.703225388562714e-07, + 3.699040860283276e-07, + 3.6948583215234976e-07, + 3.6906797618030396e-07, + 3.6865074548586563e-07, + 3.682345663946762e-07, + 3.6781972312383004e-07, + 3.674052777569159e-07, + 3.6699131555906206e-07, + 3.665790018203552e-07, + 3.661667733467766e-07, + 3.6575511330738664e-07, + 3.6534521541398135e-07, + 3.649364543889533e-07, + 3.645289154974307e-07, + 3.641222576789005e-07, + 3.6371633882481547e-07, + 3.6331184105620196e-07, + 3.6290836646912794e-07, + 3.625050339906011e-07, + 3.621029804889986e-07, + 3.617010406742338e-07, + 3.6129938507656334e-07, + 3.608988095038512e-07, + 3.6049937079951633e-07, + 3.601009268550115e-07, + 3.597035345137556e-07, + 3.5930750641455234e-07, + 3.589134678350092e-07, + 3.5852124824486964e-07, + 3.5813013710139785e-07, + 3.5774024809143157e-07, + 3.573507569853973e-07, + 3.5696305644705717e-07, + 3.5657623698170937e-07, + 3.5619041227619164e-07, + 3.5580660551204346e-07, + 3.55422713482767e-07, + 3.5503995832186774e-07, + 3.54658027390542e-07, + 3.5427714806246513e-07, + 3.538970076988335e-07, + 3.5351743576939043e-07, + 3.5313868806952087e-07, + 3.527610772380285e-07, + 3.523847169617511e-07, + 3.5200923775846604e-07, + 3.516347248933016e-07, + 3.5126092257087294e-07, + 3.508880013214366e-07, + 3.5051562008447945e-07, + 3.501422156659828e-07, + 3.4976966389876907e-07, + 3.4939779425258166e-07, + 3.490266919925489e-07, + 3.486565276489273e-07, + 3.4828684647436603e-07, + 3.479181316379254e-07, + 3.4754941680148477e-07, + 3.471814125077799e-07, + 3.468157387942483e-07, + 3.464508893102902e-07, + 3.4608672194735846e-07, + 3.4572437357383023e-07, + 3.4536336102064524e-07, + 3.450038832397695e-07, + 3.446454002187238e-07, + 3.442876561621233e-07, + 3.439315605646698e-07, + 3.43576374461918e-07, + 3.4322201258873974e-07, + 3.428685033668444e-07, + 3.4251578995281307e-07, + 3.421641281420307e-07, + 3.4181329056082177e-07, + 3.414638740650844e-07, + 3.411152249555016e-07, + 3.407672011235263e-07, + 3.404197173040302e-07, + 3.400731145575264e-07, + 3.3972725077546784e-07, + 3.393823533315299e-07, + 3.3903711482707877e-07, + 3.3869264370878227e-07, + 3.38349508410829e-07, + 3.380088458015962e-07, + 3.3766846740945766e-07, + 3.3732968063304725e-07, + 3.3699214441185177e-07, + 3.3665551768535806e-07, + 3.363190046457021e-07, + 3.359831737270724e-07, + 3.3564853652023885e-07, + 3.353146951212693e-07, + 3.3498156426503556e-07, + 3.346504797718808e-07, + 3.3432016266488063e-07, + 3.3399112453480484e-07, + 3.336629674777214e-07, + 3.3333594728901517e-07, + 3.3301031976407103e-07, + 3.3268540278186265e-07, + 3.3236131002922775e-07, + 3.3203787097590975e-07, + 3.31715767742935e-07, + 3.313944034744054e-07, + 3.3107306762758526e-07, + 3.307507938643539e-07, + 3.3042906011360174e-07, + 3.301066158201138e-07, + 3.2978491049107106e-07, + 3.294641146567301e-07, + 3.291436598829023e-07, + 3.2882402933864796e-07, + 3.285047398549068e-07, + 3.2818630302244856e-07, + 3.278691451669147e-07, + 3.2755224310676567e-07, + 3.2723542631174496e-07, + 3.2692003060219577e-07, + 3.266040948801674e-07, + 3.2628892654429364e-07, + 3.259744119077368e-07, + 3.25661090982976e-07, + 3.253486511312076e-07, + 3.250370923524315e-07, + 3.2472669886374206e-07, + 3.244175275085581e-07, + 3.241092088046571e-07, + 3.238015722217824e-07, + 3.2349461775993404e-07, + 3.2318828857569315e-07, + 3.228825562473503e-07, + 3.225770797143923e-07, + 3.222734221708379e-07, + 3.2197041832660034e-07, + 3.2166801133826084e-07, + 3.213672528090683e-07, + 3.2106723324432096e-07, + 3.2076752631837735e-07, + 3.2046838782662235e-07, + 3.201701304078597e-07, + 3.1987198667593475e-07, + 3.1957461033016443e-07, + 3.192780582139676e-07, + 3.189811650372576e-07, + 3.186848402947362e-07, + 3.183891408298223e-07, + 3.180933845214895e-07, + 3.1779777032170387e-07, + 3.1750374773764634e-07, + 3.172105493831623e-07, + 3.1691803314970457e-07, + 3.166261990372732e-07, + 3.1633507546757755e-07, + 3.1604452033207053e-07, + 3.157539367748541e-07, + 3.154640637603734e-07, + 3.1517487286691903e-07, + 3.1488568197346467e-07, + 3.1459697424907063e-07, + 3.1430900548912177e-07, + 3.140216904284898e-07, + 3.1373500064546533e-07, + 3.1344879403150117e-07, + 3.1316326953856333e-07, + 3.1287854085348954e-07, + 3.125942100723478e-07, + 3.123105898339418e-07, + 3.120274811863055e-07, + 3.11744884129439e-07, + 3.114630260370177e-07, + 3.1118179322220385e-07, + 3.1090021934687684e-07, + 3.106192991708667e-07, + 3.103389190073358e-07, + 3.100595051819255e-07, + 3.097813134900207e-07, + 3.095036902323045e-07, + 3.092269764692901e-07, + 3.0895080271875486e-07, + 3.0867522582411766e-07, + 3.084001605202502e-07, + 3.081255783854431e-07, + 3.078515362631151e-07, + 3.0757803415326634e-07, + 3.073052141644439e-07, + 3.070330762966478e-07, + 3.06761819501844e-07, + 3.064911879846477e-07, + 3.0622106805822114e-07, + 3.0595185762649635e-07, + 3.0568318720725074e-07, + 3.05414971535356e-07, + 3.0514766535816307e-07, + 3.0488132551909075e-07, + 3.0461538358395046e-07, + 3.0434989639616106e-07, + 3.0408460816033767e-07, + 3.038195472981897e-07, + 3.0355491276168323e-07, + 3.032907898159465e-07, + 3.0302686582217575e-07, + 3.027632828889182e-07, + 3.0250018312472093e-07, + 3.0223762337300286e-07, + 3.0197557521205454e-07, + 3.017145218109363e-07, + 3.014540368440066e-07, + 3.011940634678467e-07, + 3.00935028008098e-07, + 3.006762483437342e-07, + 3.004179518484307e-07, + 3.0016067853466666e-07, + 2.999041157636384e-07, + 2.9964795089654217e-07, + 2.9939187129457423e-07, + 2.9913593380115344e-07, + 2.9888045105508354e-07, + 2.986254798997834e-07, + 2.9837110560038127e-07, + 2.9811721447003947e-07, + 2.978638349304674e-07, + 2.97611023825084e-07, + 2.973585537802137e-07, + 2.971067374346603e-07, + 2.9685548952329555e-07, + 2.966048100461194e-07, + 2.963547558465507e-07, + 2.961051848160423e-07, + 2.958554716769868e-07, + 2.95606270128701e-07, + 2.9535758017118496e-07, + 2.951094302261481e-07, + 2.948623318843602e-07, + 2.946152051208628e-07, + 2.9436912996061437e-07, + 2.941232253306225e-07, + 2.9387797439994756e-07, + 2.936330929514952e-07, + 2.9338869467210316e-07, + 2.931446658749337e-07, + 2.9290117709024344e-07, + 2.9265814305290405e-07, + 2.9241547849778726e-07, + 2.921732118466025e-07, + 2.9193142836447805e-07, + 2.9169015647312335e-07, + 2.9144933932911954e-07, + 2.9120920430614206e-07, + 2.909693535002589e-07, + 2.9072992902001715e-07, + 2.904910445522546e-07, + 2.902527569403901e-07, + 2.90014497750235e-07, + 2.897763806686271e-07, + 2.895387751777889e-07, + 2.893013402172073e-07, + 2.890643315822672e-07, + 2.888272092604893e-07, + 2.885907974814472e-07, + 2.883547267629183e-07, + 2.8811913921344967e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.00036612461553886533, + 0.0018520832527428865, + 0.0017550711054354906, + 0.0015753615880385041, + 0.0014212023233994842, + 0.0012905950425192714, + 0.0011834449833258986, + 0.0010973146418109536, + 0.0010173593182116747, + 0.0009479494765400887, + 0.0008830559672787786, + 0.0008273478015325963, + 0.0007786895148456097, + 0.0007352852262556553, + 0.0006968576926738024, + 0.0006628911942243576, + 0.0006324731511995196, + 0.0006040091393515468, + 0.0005790376453660429, + 0.0005565711762756109, + 0.0005360423238016665, + 0.000517105043400079, + 0.0004992674221284688, + 0.0004830097022932023, + 0.00046800656127743423, + 0.00045429207966662943, + 0.0004415326111484319, + 0.00042943633161485195, + 0.0004180490504950285, + 0.0004073346790391952, + 0.00039728140109218657, + 0.0003878711722791195, + 0.0003790008486248553, + 0.00037052345578558743, + 0.0003621611394919455, + 0.00035409722477197647, + 0.0003465191402938217, + 0.0003392762446310371, + 0.0003322757547721267, + 0.00032555172219872475, + 0.0003191336872987449, + 0.00031293247593566775, + 0.0003068809164687991, + 0.0003009731590282172, + 0.0002953106595668942, + 0.0002898230159189552, + 0.00028451980324462056, + 0.0002794804750010371, + 0.0002746455429587513, + 0.00026993281790055335, + 0.00026540085673332214, + 0.000261042732745409, + 0.0002568756463006139, + 0.0002528955228626728, + 0.0002489815524313599, + 0.00024517488782294095, + 0.00024148925149347633, + 0.00023798280744813383, + 0.00023460669035557657, + 0.0002313449076609686, + 0.00022820067533757538, + 0.00022511882707476616, + 0.0002221337636001408, + 0.00021924333123024553, + 0.00021642365027219057, + 0.0002137104602297768, + 0.00021107422071509063, + 0.0002085062296828255, + 0.0002059937542071566, + 0.0002035519719356671, + 0.00020119696273468435, + 0.00019889659597538412, + 0.00019666423031594604, + 0.00019450295076239854, + 0.00019240971596445888, + 0.00019037570746149868, + 0.00018838235700968653, + 0.0001864424702944234, + 0.00018454933888278902, + 0.00018271680164616555, + 0.000180934090167284, + 0.00017919324454851449, + 0.0001774836564436555, + 0.00017580611165612936, + 0.00017417865456081927, + 0.00017256785940844566, + 0.0001709902862785384, + 0.00016945025708992034, + 0.000167939011589624, + 0.0001664466253714636, + 0.0001649771147640422, + 0.00016353918181266636, + 0.00016212809714488685, + 0.00016075134044513106, + 0.00015941353922244161, + 0.00015810757759027183, + 0.00015684410755056888, + 0.00015560470637865365, + 0.0001543949038023129, + 0.00015321710088755935, + 0.000152075313962996, + 0.00015096095739863813, + 0.00014986019232310355, + 0.0001487720583099872, + 0.00014769533299840987, + 0.0001466296089347452, + 0.00014557036047335714, + 0.00014453216863330454, + 0.0001435126905562356, + 0.00014250585809350014, + 0.000141518481541425, + 0.00014054526400286704, + 0.00013958619092591107, + 0.00013862253399565816, + 0.00013766686606686562, + 0.00013671745546162128, + 0.00013577441859524697, + 0.00013484263035934418, + 0.00013392158143687993, + 0.00013300165301188827, + 0.00013208510063122958, + 0.0001311750675085932, + 0.00013028582907281816, + 0.00012941639579366893, + 0.0001285620965063572, + 0.00012772592890542, + 0.00012690707808360457, + 0.00012610531121026725, + 0.0001253160007763654, + 0.00012453996168915182, + 0.00012377365783322603, + 0.0001230113412020728, + 0.0001222581195179373, + 0.00012151299597462639, + 0.00012078246800228953, + 0.00012006422912236303, + 0.0001193537755170837, + 0.00011865586566273123, + 0.0001179659302579239, + 0.00011728541721822694, + 0.00011662038014037535, + 0.00011596512194955721, + 0.00011531291966093704, + 0.00011466892465250567, + 0.00011403128155507147, + 0.00011340340279275551, + 0.00011277745215920731, + 0.00011215940321562812, + 0.0001115510385716334, + 0.00011095124500570819, + 0.0001103593094740063, + 0.00010978079808410257, + 0.0001092129314201884, + 0.00010865349759114906, + 0.00010810115054482594, + 0.0001075591062544845, + 0.00010702884173952043, + 0.00010650579497450963, + 0.00010599537199595943, + 0.00010549109720159322, + 0.00010499223571969196, + 0.00010449862747918814, + 0.00010400891915196553, + 0.00010352278331993148, + 0.00010304452734999359, + 0.00010257496614940464, + 0.00010211671178694814, + 0.00010166442370973527, + 0.00010121671948581934, + 0.00010077864135382697, + 0.00010034366277977824, + 9.991189290303737e-05, + 9.948808292392641e-05, + 9.907098865369335e-05, + 9.866046457318589e-05, + 9.82517158263363e-05, + 9.784667054191232e-05, + 9.744439012138173e-05, + 9.70536275417544e-05, + 9.666788537288085e-05, + 9.628816042095423e-05, + 9.591237176209688e-05, + 9.553719428367913e-05, + 9.516529826214537e-05, + 9.47939115576446e-05, + 9.442601731279865e-05, + 9.40643367357552e-05, + 9.370159386890009e-05, + 9.334176138509065e-05, + 9.2983667855151e-05, + 9.262686944566667e-05, + 9.226723341271281e-05, + 9.191209392156452e-05, + 9.155839507002383e-05, + 9.120442700805143e-05, + 9.084904741030186e-05, + 9.050055086845532e-05, + 9.014549141284078e-05, + 8.979812264442444e-05, + 8.944916044129059e-05, + 8.91011513886042e-05, + 8.87449859874323e-05, + 8.83864049683325e-05, + 8.802462980384007e-05, + 8.766270184423774e-05, + 8.729637920623645e-05, + 8.692788833286613e-05, + 8.655709098093212e-05, + 8.617828279966488e-05, + 8.579516725149006e-05, + 8.541349961888045e-05, + 8.502673881594092e-05, + 8.463796257274225e-05, + 8.424882253166288e-05, + 8.385430555790663e-05, + 8.345435344381258e-05, + 8.305639494210482e-05, + 8.265356882475317e-05, + 8.22463262011297e-05, + 8.184323087334633e-05, + 8.143117156578228e-05, + 8.101978164631873e-05, + 8.061071275733411e-05, + 8.020109817152843e-05, + 7.979011570569128e-05, + 7.938161434140056e-05, + 7.897854084149003e-05, + 7.856910087866709e-05, + 7.815997378202155e-05, + 7.775638368912041e-05, + 7.734782411716878e-05, + 7.693715451750904e-05, + 7.652735075680539e-05, + 7.61211704229936e-05, + 7.571365858893842e-05, + 7.531143637606874e-05, + 7.491347059840336e-05, + 7.451685814885423e-05, + 7.412426930386573e-05, + 7.373469998128712e-05, + 7.335159898502752e-05, + 7.297296542674303e-05, + 7.259660924319178e-05, + 7.222871499834582e-05, + 7.186480797827244e-05, + 7.150285819079727e-05, + 7.114087929949164e-05, + 7.078296766849235e-05, + 7.042916695354506e-05, + 7.007660315139219e-05, + 6.972903793212026e-05, + 6.938642036402598e-05, + 6.904663314344361e-05, + 6.870944343972951e-05, + 6.837790715508163e-05, + 6.804969598306343e-05, + 6.77253701724112e-05, + 6.74007969792001e-05, + 6.708138243993744e-05, + 6.676588236587122e-05, + 6.645143730565906e-05, + 6.61400772514753e-05, + 6.583083450095728e-05, + 6.552420381922275e-05, + 6.521784962387756e-05, + 6.491451495094225e-05, + 6.461506563937292e-05, + 6.431960355257615e-05, + 6.402667349902913e-05, + 6.373564247041941e-05, + 6.344833673210815e-05, + 6.316635699477047e-05, + 6.288762233452871e-05, + 6.26120381639339e-05, + 6.233786552911624e-05, + 6.206511170603335e-05, + 6.179531192174181e-05, + 6.15293683949858e-05, + 6.126760854385793e-05, + 6.1007678596070036e-05, + 6.0750382544938475e-05, + 6.04966699029319e-05, + 6.0245733038755134e-05, + 5.999669883749448e-05, + 5.975025487714447e-05, + 5.95058299950324e-05, + 5.926364246988669e-05, + 5.902307020733133e-05, + 5.87845133850351e-05, + 5.854851769981906e-05, + 5.831587623106316e-05, + 5.808462810819037e-05, + 5.7853685575537384e-05, + 5.7625544286565855e-05, + 5.73999532207381e-05, + 5.71776254219003e-05, + 5.6956927437568083e-05, + 5.673718260368332e-05, + 5.651861283695325e-05, + 5.630154919344932e-05, + 5.60877269890625e-05, + 5.5876083933981135e-05, + 5.5666034313617274e-05, + 5.5457872804254293e-05, + 5.525027518160641e-05, + 5.5044911277946085e-05, + 5.4841515520820394e-05, + 5.464058995130472e-05, + 5.4440890380647033e-05, + 5.424379196483642e-05, + 5.404806506703608e-05, + 5.385401891544461e-05, + 5.36612315045204e-05, + 5.3469662816496566e-05, + 5.3279352869139984e-05, + 5.3089777793502435e-05, + 5.290124681778252e-05, + 5.271438567433506e-05, + 5.252942719380371e-05, + 5.234558921074495e-05, + 5.2163111831760034e-05, + 5.198230064706877e-05, + 5.180069638299756e-05, + 5.1621009333757684e-05, + 5.1442653784761205e-05, + 5.126625546836294e-05, + 5.109053017804399e-05, + 5.091638377052732e-05, + 5.0743652536766604e-05, + 5.057204543845728e-05, + 5.040172618464567e-05, + 5.023331323172897e-05, + 5.006576975574717e-05, + 4.989951412426308e-05, + 4.9734611820895225e-05, + 4.9571608542464674e-05, + 4.940965663990937e-05, + 4.9249323637923226e-05, + 4.909032577415928e-05, + 4.893189179711044e-05, + 4.877474930253811e-05, + 4.861939305556007e-05, + 4.846497904509306e-05, + 4.831170372199267e-05, + 4.815883221453987e-05, + 4.800769602297805e-05, + 4.785705095855519e-05, + 4.7708064812468365e-05, + 4.755997360916808e-05, + 4.741302109323442e-05, + 4.72667561552953e-05, + 4.71216844744049e-05, + 4.697780968854204e-05, + 4.683412771555595e-05, + 4.669130066758953e-05, + 4.6549754188163206e-05, + 4.640890620066784e-05, + 4.626873123925179e-05, + 4.612973498296924e-05, + 4.599199746735394e-05, + 4.585540227708407e-05, + 4.571946556097828e-05, + 4.558442014968023e-05, + 4.5449913159245625e-05, + 4.5316290197661147e-05, + 4.5183882320998237e-05, + 4.5052012865198776e-05, + 4.492107473197393e-05, + 4.4790787796955556e-05, + 4.4661395804723725e-05, + 4.453323344932869e-05, + 4.4405485823517665e-05, + 4.427868771017529e-05, + 4.4152591726742685e-05, + 4.40273288404569e-05, + 4.3902960896957666e-05, + 4.377942605060525e-05, + 4.36575646745041e-05, + 4.353616895969026e-05, + 4.341570820542984e-05, + 4.3295873183524236e-05, + 4.317667116993107e-05, + 4.3058153096353635e-05, + 4.294047539588064e-05, + 4.282362715457566e-05, + 4.270772114978172e-05, + 4.25925973104313e-05, + 4.247812103130855e-05, + 4.236496897647157e-05, + 4.225199518259615e-05, + 4.2139803554164246e-05, + 4.2028561438200995e-05, + 4.1917781345546246e-05, + 4.180795076536015e-05, + 4.1698724089656025e-05, + 4.159012678428553e-05, + 4.1482380765955895e-05, + 4.1375202272320166e-05, + 4.126912972424179e-05, + 4.116304262424819e-05, + 4.105781044927426e-05, + 4.0953436837298796e-05, + 4.084994361619465e-05, + 4.074702883372083e-05, + 4.0644627006258816e-05, + 4.0542978240409866e-05, + 4.0441893361276016e-05, + 4.0341470594285056e-05, + 4.024163354188204e-05, + 4.014267324237153e-05, + 4.004436050308868e-05, + 3.9946688048075885e-05, + 3.984959766967222e-05, + 3.97530930058565e-05, + 3.9657152228755876e-05, + 3.9562310121254995e-05, + 3.946775905205868e-05, + 3.9373950130539015e-05, + 3.9280657802009955e-05, + 3.9188329537864774e-05, + 3.909619772457518e-05, + 3.9004607970127836e-05, + 3.891360393026844e-05, + 3.882302189595066e-05, + 3.873284731525928e-05, + 3.8643374864477664e-05, + 3.855441536870785e-05, + 3.8466085243271664e-05, + 3.8378220779122785e-05, + 3.829078923445195e-05, + 3.8203517760848626e-05, + 3.811674105236307e-05, + 3.8030320865800604e-05, + 3.794432632275857e-05, + 3.7858782889088616e-05, + 3.77736687369179e-05, + 3.768913302337751e-05, + 3.7605099350912496e-05, + 3.752104385057464e-05, + 3.7437555874930695e-05, + 3.735446080099791e-05, + 3.727178409462795e-05, + 3.718962034326978e-05, + 3.710807504830882e-05, + 3.7027111829956993e-05, + 3.694649421959184e-05, + 3.686652780743316e-05, + 3.67869834008161e-05, + 3.670772275654599e-05, + 3.662885501398705e-05, + 3.655035106930882e-05, + 3.647222911240533e-05, + 3.639470742200501e-05, + 3.631780782598071e-05, + 3.62414721166715e-05, + 3.61655984306708e-05, + 3.609030318330042e-05, + 3.601536081987433e-05, + 3.594080044422299e-05, + 3.58665784006007e-05, + 3.579298936529085e-05, + 3.571968773030676e-05, + 3.564692087820731e-05, + 3.557459785952233e-05, + 3.5502587707014754e-05, + 3.5430995922069997e-05, + 3.5359997127670795e-05, + 3.528919114614837e-05, + 3.5218745324527845e-05, + 3.51485468854662e-05, + 3.507891233311966e-05, + 3.5009692510357127e-05, + 3.494089105515741e-05, + 3.4872631658799946e-05, + 3.480489976936951e-05, + 3.473734614090063e-05, + 3.466994166956283e-05, + 3.4602740925038233e-05, + 3.453628596616909e-05, + 3.447015842539258e-05, + 3.440436557866633e-05, + 3.43389947374817e-05, + 3.427375850151293e-05, + 3.420914072194137e-05, + 3.414504317333922e-05, + 3.40810656780377e-05, + 3.401738285901956e-05, + 3.3953885576920584e-05, + 3.389065750525333e-05, + 3.3827680454123765e-05, + 3.3764899853849784e-05, + 3.370242120581679e-05, + 3.3640219044173136e-05, + 3.357834793860093e-05, + 3.351668419782072e-05, + 3.345520599395968e-05, + 3.3393942430848256e-05, + 3.333300264785066e-05, + 3.327244849060662e-05, + 3.321235999464989e-05, + 3.3152533433167264e-05, + 3.3093063393607736e-05, + 3.303431731183082e-05, + 3.29756730934605e-05, + 3.291740358690731e-05, + 3.2859483326319605e-05, + 3.280160672147758e-05, + 3.274421760579571e-05, + 3.268717773607932e-05, + 3.2630243367748335e-05, + 3.257342177676037e-05, + 3.2516938517801464e-05, + 3.246106643928215e-05, + 3.2405470847152174e-05, + 3.234998439438641e-05, + 3.229486901545897e-05, + 3.2240073778666556e-05, + 3.218552956241183e-05, + 3.213116360711865e-05, + 3.2077019568532705e-05, + 3.202313382644206e-05, + 3.196938268956728e-05, + 3.191574433003552e-05, + 3.186199683113955e-05, + 3.1808176572667435e-05, + 3.175459278281778e-05, + 3.170093259541318e-05, + 3.164733061566949e-05, + 3.159400512231514e-05, + 3.154077785438858e-05, + 3.148741598124616e-05, + 3.143431604257785e-05, + 3.138142346870154e-05, + 3.132879646727815e-05, + 3.127604577457532e-05, + 3.1223378755385056e-05, + 3.117092637694441e-05, + 3.111878322670236e-05, + 3.106672374997288e-05, + 3.101488982792944e-05, + 3.096316504525021e-05, + 3.091156395385042e-05, + 3.086013748543337e-05, + 3.0808918381808326e-05, + 3.075793574680574e-05, + 3.070721140829846e-05, + 3.0656734452350065e-05, + 3.060652670683339e-05, + 3.05566172755789e-05, + 3.050698433071375e-05, + 3.0457682441920042e-05, + 3.040855699509848e-05, + 3.0359809898072854e-05, + 3.031099186046049e-05, + 3.0262352083809674e-05, + 3.021383236045949e-05, + 3.0165490898070857e-05, + 3.0117351343506016e-05, + 3.0069462809478864e-05, + 3.0021781640243717e-05, + 2.997429146489594e-05, + 2.9926943170721643e-05, + 2.9879764042561874e-05, + 2.983276681334246e-05, + 2.9785973310936242e-05, + 2.9739345336565748e-05, + 2.9692835596506484e-05, + 2.9646513212355785e-05, + 2.9600332709378563e-05, + 2.955425406980794e-05, + 2.9508251827792265e-05, + 2.9462436941685155e-05, + 2.941676211776212e-05, + 2.9371391065069474e-05, + 2.932614370365627e-05, + 2.9281114620971493e-05, + 2.9236403861432336e-05, + 2.9191869543865323e-05, + 2.9147609893698245e-05, + 2.9103512133588083e-05, + 2.905943983932957e-05, + 2.901553307310678e-05, + 2.8971788196940906e-05, + 2.892824704758823e-05, + 2.8884885978186503e-05, + 2.8841724997619167e-05, + 2.8798807761631906e-05, + 2.8756003302987665e-05, + 2.871339711418841e-05, + 2.867106559278909e-05, + 2.8628777727135457e-05, + 2.8586671760422178e-05, + 2.854468039004132e-05, + 2.8502823624876328e-05, + 2.846105780918151e-05, + 2.8419368391041644e-05, + 2.8377826311043464e-05, + 2.8336567993392237e-05, + 2.829537152138073e-05, + 2.8254320568521507e-05, + 2.821342059178278e-05, + 2.8172604288556613e-05, + 2.8131971703260206e-05, + 2.8091450076317415e-05, + 2.8051032131770626e-05, + 2.8010854293825105e-05, + 2.7970809242106043e-05, + 2.7930909709539264e-05, + 2.7891230274690315e-05, + 2.7851698177983053e-05, + 2.7812275220640004e-05, + 2.7772939574788325e-05, + 2.7733854949474335e-05, + 2.7694899472407997e-05, + 2.7656120437313803e-05, + 2.761745054158382e-05, + 2.7578917070059106e-05, + 2.7540469091036357e-05, + 2.7502184821059927e-05, + 2.7463962396723218e-05, + 2.7425923690316267e-05, + 2.738810690061655e-05, + 2.735042289714329e-05, + 2.731287167989649e-05, + 2.727551691350527e-05, + 2.7238264010520652e-05, + 2.7201191187486984e-05, + 2.7164143830304965e-05, + 2.712720561248716e-05, + 2.709033287828788e-05, + 2.705351471377071e-05, + 2.7016765670850873e-05, + 2.6980163966072723e-05, + 2.6943731427309103e-05, + 2.6907357096206397e-05, + 2.6870995498029515e-05, + 2.6834701202460565e-05, + 2.6798490580404177e-05, + 2.676251097000204e-05, + 2.672665868885815e-05, + 2.6691081075114198e-05, + 2.6655759938876145e-05, + 2.662056067492813e-05, + 2.6585434170556255e-05, + 2.6550349502940662e-05, + 2.6515404897509143e-05, + 2.648052577569615e-05, + 2.64457703451626e-05, + 2.6411124053993262e-05, + 2.6376595997135155e-05, + 2.634218253660947e-05, + 2.630801645864267e-05, + 2.6273924959241413e-05, + 2.624007720442023e-05, + 2.6206376787740737e-05, + 2.6172796424361877e-05, + 2.613935612316709e-05, + 2.610609408293385e-05, + 2.6073124899994582e-05, + 2.6040363081847318e-05, + 2.6007586711784825e-05, + 2.5975003154599108e-05, + 2.594245052023325e-05, + 2.590981785033364e-05, + 2.5877230655169114e-05, + 2.584476169431582e-05, + 2.5812387320911512e-05, + 2.57800620602211e-05, + 2.5747876861714758e-05, + 2.5715746232890524e-05, + 2.568366653576959e-05, + 2.5651757823652588e-05, + 2.5619910957175307e-05, + 2.5588176868041046e-05, + 2.5556519176461734e-05, + 2.5524965167278424e-05, + 2.5493402063148096e-05, + 2.54619062616257e-05, + 2.543042501201853e-05, + 2.5398996513104066e-05, + 2.5367595299030654e-05, + 2.5336221369798295e-05, + 2.5305025701527484e-05, + 2.5273830033256672e-05, + 2.524272167647723e-05, + 2.5211698812199757e-05, + 2.518074143154081e-05, + 2.514987500035204e-05, + 2.5119086785707623e-05, + 2.508835132175591e-05, + 2.5057714083231986e-05, + 2.502714232832659e-05, + 2.4996643332997337e-05, + 2.4966195269371383e-05, + 2.4935832698247395e-05, + 2.4905602913349867e-05, + 2.4875427698134445e-05, + 2.4845325242495164e-05, + 2.4815375581965782e-05, + 2.478551868989598e-05, + 2.4755767299211584e-05, + 2.4726046831347048e-05, + 2.4696431864867918e-05, + 2.4666898752911948e-05, + 2.4637369278934784e-05, + 2.46078798227245e-05, + 2.4578524971730076e-05, + 2.454923560435418e-05, + 2.4520073566236533e-05, + 2.4490978830726817e-05, + 2.4462000510538928e-05, + 2.4433122234768234e-05, + 2.4404316718573682e-05, + 2.4375594875891693e-05, + 2.4346934878849424e-05, + 2.4318396754097193e-05, + 2.428993866487872e-05, + 2.426158607704565e-05, + 2.4233298972831108e-05, + 2.420509008516092e-05, + 2.417693758616224e-05, + 2.4148819647962227e-05, + 2.4120803573168814e-05, + 2.40928384300787e-05, + 2.4064960598479956e-05, + 2.4037186449277215e-05, + 2.400948687864002e-05, + 2.3981867343536578e-05, + 2.3954224161570892e-05, + 2.3926702851895243e-05, + 2.3899259758763947e-05, + 2.3871856683399528e-05, + 2.3844559109420516e-05, + 2.381732156209182e-05, + 2.3790160412318073e-05, + 2.376315569563303e-05, + 2.3736231014481746e-05, + 2.370938818785362e-05, + 2.3682558094151318e-05, + 2.3655751647311263e-05, + 2.3628985218238086e-05, + 2.360229154874105e-05, + 2.357568337174598e-05, + 2.354909884161316e-05, + 2.3522545234300196e-05, + 2.349609712837264e-05, + 2.3469654479413293e-05, + 2.3443246391252615e-05, + 2.3416949261445552e-05, + 2.3390732167172246e-05, + 2.3364593289443292e-05, + 2.333850716240704e-05, + 2.3312470148084685e-05, + 2.3286524083232507e-05, + 2.3260641683009453e-05, + 2.3234768377733417e-05, + 2.3208978745969944e-05, + 2.318319457117468e-05, + 2.3157430405262858e-05, + 2.3131738998927176e-05, + 2.3106118533178233e-05, + 2.308055991306901e-05, + 2.3055070414557122e-05, + 2.30296664085472e-05, + 2.3004389731795527e-05, + 2.297922947036568e-05, + 2.2954140149522573e-05, + 2.292913086421322e-05, + 2.2904148863744922e-05, + 2.2879281459609047e-05, + 2.285447044414468e-05, + 2.2829721274320036e-05, + 2.2805101252743043e-05, + 2.2780477593187243e-05, + 2.2755926693207584e-05, + 2.273142854392063e-05, + 2.270700133522041e-05, + 2.268261778226588e-05, + 2.265827242808882e-05, + 2.2633979824604467e-05, + 2.2609756342717446e-05, + 2.258561653434299e-05, + 2.2561529476661235e-05, + 2.253750790259801e-05, + 2.2513529984280467e-05, + 2.2489612092613243e-05, + 2.2465728761744685e-05, + 2.2441778128268197e-05, + 2.2417880245484412e-05, + 2.239402965642512e-05, + 2.2370226361090317e-05, + 2.2346483092405833e-05, + 2.2322772565530613e-05, + 2.2299123884295113e-05, + 2.2275475203059614e-05, + 2.22518701775698e-05, + 2.2228417947189882e-05, + 2.220501482952386e-05, + 2.2181655367603526e-05, + 2.2158412321005017e-05, + 2.2135256585897878e-05, + 2.211219907621853e-05, + 2.208920705015771e-05, + 2.2066264136810787e-05, + 2.2043423086870462e-05, + 2.202064024459105e-05, + 2.199791015300434e-05, + 2.1975234631099738e-05, + 2.1952610040898435e-05, + 2.193005639128387e-05, + 2.1907553673372604e-05, + 2.188514372392092e-05, + 2.1862781068193726e-05, + 2.184045843023341e-05, + 2.1818172172061168e-05, + 2.179594048357103e-05, + 2.177375426981598e-05, + 2.1751631720690057e-05, + 2.1729489162680693e-05, + 2.170739389839582e-05, + 2.168538594560232e-05, + 2.166353806387633e-05, + 2.1641706553054973e-05, + 2.1619978724629618e-05, + 2.1598327293759212e-05, + 2.1576735889539123e-05, + 2.155515358026605e-05, + 2.1533616745728068e-05, + 2.151215448975563e-05, + 2.1490743165486492e-05, + 2.146937549696304e-05, + 2.1448142433655448e-05, + 2.1426954845082946e-05, + 2.1405849111033604e-05, + 2.138479976565577e-05, + 2.136382863682229e-05, + 2.134294481948018e-05, + 2.132210647687316e-05, + 2.1301319065969437e-05, + 2.1280573491821997e-05, + 2.1259913410176523e-05, + 2.1239302441244945e-05, + 2.1218689653323963e-05, + 2.119802411471028e-05, + 2.117738767992705e-05, + 2.1156707589398138e-05, + 2.113607661158312e-05, + 2.1115502022439614e-05, + 2.1094947442179546e-05, + 2.1074447431601584e-05, + 2.105396742990706e-05, + 2.1033543816884048e-05, + 2.10132038773736e-05, + 2.099288030876778e-05, + 2.097256037814077e-05, + 2.095233321597334e-05, + 2.0932067855028436e-05, + 2.0911855244776234e-05, + 2.089168265229091e-05, + 2.0871586457360536e-05, + 2.0851550289080478e-05, + 2.083157050947193e-05, + 2.0811663489439525e-05, + 2.079183468595147e-05, + 2.0772060452145524e-05, + 2.0752331693074666e-05, + 2.0732642951770686e-05, + 2.0712996047222987e-05, + 2.069338552246336e-05, + 2.067379500658717e-05, + 2.0654319087043405e-05, + 2.0634888642234728e-05, + 2.0615494577214122e-05, + 2.0596202375600114e-05, + 2.0576959286700003e-05, + 2.0557738025672734e-05, + 2.0538551325444132e-05, + 2.0519424651865847e-05, + 2.0500305254245177e-05, + 2.0481233150349e-05, + 2.0462213797145523e-05, + 2.0443172616069205e-05, + 2.0424165995791554e-05, + 2.040520303125959e-05, + 2.0386234609759413e-05, + 2.036727346421685e-05, + 2.0348419639049098e-05, + 2.032961492659524e-05, + 2.0310855688876472e-05, + 2.029214010690339e-05, + 2.027346818067599e-05, + 2.0254832634236664e-05, + 2.0236195268807933e-05, + 2.0217605197103694e-05, + 2.0199055143166333e-05, + 2.0180510546197183e-05, + 2.0161996872047894e-05, + 2.014352685364429e-05, + 2.0125102309975773e-05, + 2.010671596508473e-05, + 2.008836054301355e-05, + 2.0070048776688054e-05, + 2.0051786123076454e-05, + 2.0033554392284714e-05, + 2.0015364498249255e-05, + 1.9997210984001867e-05, + 1.9979086573584937e-05, + 1.99610112758819e-05, + 1.9942975995945744e-05, + 1.992491706914734e-05, + 1.990689997910522e-05, + 1.9888917449861765e-05, + 1.9870998585247435e-05, + 1.9853157937177457e-05, + 1.983535366889555e-05, + 1.9817607608274557e-05, + 1.979989610845223e-05, + 1.978222280740738e-05, + 1.9764580429182388e-05, + 1.974697079276666e-05, + 1.97293957171496e-05, + 1.9711858840310015e-05, + 1.9694361981237307e-05, + 1.9676910596899688e-05, + 1.965951560123358e-05, + 1.964215698535554e-05, + 1.962483293027617e-05, + 1.9607568901847117e-05, + 1.9590337615227327e-05, + 1.95731390704168e-05, + 1.9555996914277785e-05, + 1.953891660377849e-05, + 1.9521861759130843e-05, + 1.9504836018313654e-05, + 1.948782301042229e-05, + 1.9470824554446153e-05, + 1.9453851564321667e-05, + 1.943691495398525e-05, + 1.9419989257585257e-05, + 1.9403085389058106e-05, + 1.9386214262340218e-05, + 1.9369375877431594e-05, + 1.935256841534283e-05, + 1.9335826436872594e-05, + 1.9319122657179832e-05, + 1.930244980030693e-05, + 1.928583878907375e-05, + 1.92692441487452e-05, + 1.9252680431236513e-05, + 1.923618037835695e-05, + 1.921972943819128e-05, + 1.9203300325898454e-05, + 1.918687848956324e-05, + 1.9170463929185644e-05, + 1.9154080291627906e-05, + 1.9137731214868836e-05, + 1.9121418517897837e-05, + 1.9105136743746698e-05, + 1.908888589241542e-05, + 1.907267505885102e-05, + 1.905648605315946e-05, + 1.904033706523478e-05, + 1.902422445709817e-05, + 1.9008150047739036e-05, + 1.8992113837157376e-05, + 1.897611036838498e-05, + 1.8960097804665565e-05, + 1.894411616376601e-05, + 1.892816726467572e-05, + 1.8912254745373502e-05, + 1.889640770968981e-05, + 1.8880558855016716e-05, + 1.886478094093036e-05, + 1.884901212179102e-05, + 1.8833285139407963e-05, + 1.881758180388715e-05, + 1.8801907572196797e-05, + 1.878625880635809e-05, + 1.877064278232865e-05, + 1.875505768111907e-05, + 1.8739498045761138e-05, + 1.872396023827605e-05, + 1.8708456991589628e-05, + 1.869298648671247e-05, + 1.8677543266676366e-05, + 1.8662141883396544e-05, + 1.8646762327989563e-05, + 1.863140641944483e-05, + 1.8616090528666973e-05, + 1.8600809198687784e-05, + 1.8585529687698e-05, + 1.857026290963404e-05, + 1.855502705438994e-05, + 1.8539800294092856e-05, + 1.8524600818636827e-05, + 1.8509394067223184e-05, + 1.8494234609534033e-05, + 1.8479096979717724e-05, + 1.8463990272721276e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956732988357544, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976905584335327, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984627366065979, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999264121055603, + 0.9966863393783569, + 1.0, + 1.0, + 1.0, + 0.9901407957077026, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952120780944824, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946417212486267, + 1.0, + 0.9996655583381653, + 0.9966543912887573, + 0.9963074922561646, + 1.0, + 1.0, + 0.9996657371520996, + 1.0, + 0.9933266639709473, + 0.9976487159729004, + 1.0, + 1.0, + 1.0, + 0.9953457713127136, + 1.0, + 1.0, + 0.9990138411521912, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971163272857666, + 0.9926093220710754, + 0.9967626929283142, + 0.9873335957527161, + 1.0, + 0.9953978061676025, + 0.9924042820930481, + 0.9876871705055237, + 0.9952830672264099, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977206587791443, + 0.9993472099304199, + 1.0, + 0.9977280497550964, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941622614860535, + 0.9944216012954712, + 0.9991142749786377, + 0.9949763417243958, + 0.9952479600906372, + 0.9958221316337585, + 1.0, + 0.9985016584396362, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952955842018127, + 0.9988182187080383, + 1.0, + 0.9967589974403381, + 1.0, + 1.0, + 0.9911634922027588, + 0.9991084337234497, + 1.0, + 1.0, + 1.0, + 0.9982420206069946, + 1.0, + 1.0, + 0.9976785182952881, + 0.9991274476051331, + 1.0, + 0.9901018142700195, + 0.995001494884491, + 0.9976359009742737, + 0.9997038841247559, + 0.993481457233429, + 0.9901580810546875, + 0.9981927275657654, + 0.987326443195343, + 0.9993888139724731, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948500990867615, + 0.9926918745040894, + 0.986503005027771, + 0.9975124597549438, + 1.0, + 0.9894047975540161, + 1.0, + 1.0, + 0.991546630859375, + 0.9940006732940674, + 0.993964433670044, + 1.0, + 1.0, + 1.0, + 0.9813113808631897, + 0.9964492917060852, + 0.9935212135314941, + 0.9986957907676697, + 1.0, + 1.0, + 1.0, + 0.9996786117553711, + 0.9926044344902039, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996574342250824, + 1.0, + 1.0, + 1.0, + 0.9896751046180725, + 1.0, + 0.9874664545059204, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972388744354248, + 1.0, + 1.0, + 0.9909692406654358, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990607500076294, + 0.9989031553268433, + 1.0, + 1.0, + 0.9961186051368713, + 1.0, + 1.0, + 1.0, + 0.9967846274375916, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995558857917786, + 0.9989632368087769, + 1.0, + 1.0, + 0.9992656707763672, + 0.9933862686157227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972314834594727, + 0.995616614818573, + 1.0, + 1.0, + 0.9972282648086548, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964002966880798, + 1.0, + 1.0, + 0.9984323382377625, + 0.9992863535881042, + 0.9958577752113342, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952092170715332, + 0.9998584389686584, + 1.0, + 1.0, + 1.0, + 0.999159574508667, + 1.0, + 0.9976183772087097, + 1.0, + 0.9966419339179993, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991771578788757, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990573525428772, + 1.0, + 0.9981164932250977, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981325268745422, + 1.0, + 1.0, + 1.0, + 0.9972092509269714, + 1.0, + 0.9986703991889954, + 1.0, + 1.0, + 1.0, + 0.9970887899398804, + 1.0, + 1.0, + 1.0, + 0.9969756603240967, + 1.0, + 0.9972444772720337, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998693466186523, + 1.0, + 1.0, + 0.999093234539032, + 1.0, + 1.0, + 0.9996136426925659, + 0.9988403916358948, + 0.9996129274368286, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989773631095886, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980957508087158, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993823230266571, + 1.0, + 0.999620795249939, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991205334663391, + 1.0, + 1.0, + 0.9954813122749329, + 1.0, + 1.0, + 0.9988714456558228, + 1.0, + 0.9983725547790527, + 1.0, + 1.0, + 0.9989994168281555, + 1.0, + 0.9964995980262756, + 1.0, + 0.9990032315254211, + 0.9985033273696899, + 0.9982513785362244, + 1.0, + 1.0, + 0.9992512464523315, + 1.0, + 1.0, + 1.0, + 0.9976317882537842, + 0.9998750686645508, + 0.9998750686645508, + 1.0, + 1.0, + 1.0, + 0.9947578310966492, + 1.0, + 0.998624324798584, + 1.0, + 0.9957452416419983, + 1.0, + 1.0, + 0.9997497200965881, + 1.0, + 1.0, + 0.9985024333000183, + 1.0, + 0.9988753795623779, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999009907245636, + 0.999876081943512, + 1.0, + 0.9990147948265076, + 1.0, + 1.0, + 0.9998769164085388, + 0.9981540441513062, + 0.9985204935073853, + 1.0, + 0.997533917427063, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977859854698181, + 0.9975345134735107, + 0.9980226755142212, + 0.999380886554718, + 0.997769832611084, + 1.0, + 1.0, + 1.0, + 0.9967778325080872, + 1.0, + 0.998013436794281, + 0.9991291165351868, + 1.0, + 0.999377965927124, + 0.9968878626823425, + 1.0, + 1.0, + 1.0, + 0.9970160126686096, + 0.9991271495819092, + 0.9990014433860779, + 0.9971264600753784, + 0.9972434639930725, + 1.0, + 1.0, + 1.0, + 0.9937640428543091, + 1.0, + 0.9997490048408508, + 0.9984936118125916, + 1.0, + 0.9953610897064209, + 0.9967250823974609, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997493028640747, + 1.0, + 1.0, + 1.0, + 0.9993757009506226, + 0.9982509016990662, + 0.9969962239265442, + 1.0, + 0.9986192584037781, + 0.9925842881202698, + 1.0, + 0.9979795813560486, + 0.9984815716743469, + 1.0, + 0.9959601163864136, + 0.9983521699905396, + 1.0, + 1.0, + 0.9986101984977722, + 0.9935476183891296, + 0.9993633031845093, + 1.0, + 0.9975848197937012, + 0.9984709620475769, + 0.9996171593666077, + 1.0, + 1.0, + 0.9994900822639465, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999874472618103, + 1.0, + 1.0, + 0.9993776679039001, + 1.0, + 1.0, + 0.9993829727172852, + 1.0, + 0.999259352684021, + 1.0, + 1.0, + 1.0, + 0.9982873201370239, + 1.0, + 0.9998777508735657, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995134472846985, + 0.9993915557861328, + 0.9992694854736328, + 0.9987815022468567, + 0.9981700778007507, + 0.9985333681106567, + 0.9974295496940613, + 1.0, + 0.996320366859436, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998779296875, + 0.9987787008285522, + 0.9996331930160522, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996336698532104, + 1.0, + 1.0, + 0.9998781085014343, + 1.0, + 1.0, + 1.0, + 0.9997573494911194, + 1.0, + 0.9972110390663147, + 1.0, + 0.9990284442901611, + 0.9967176914215088, + 0.9998780488967896, + 0.9976823329925537, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999147355556488, + 0.9996341466903687, + 0.9991462826728821, + 0.9980468153953552, + 1.0, + 0.9990227818489075, + 0.997310221195221, + 1.0, + 0.999388575553894, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967133402824402, + 1.0, + 1.0, + 0.9998781085014343, + 1.0, + 0.9991483688354492, + 1.0, + 1.0, + 0.9975695610046387, + 1.0, + 0.9998781681060791, + 0.9980514049530029, + 0.9997559189796448, + 1.0, + 1.0, + 0.9970771074295044, + 1.0, + 0.9990231990814209, + 1.0, + 1.0, + 1.0, + 0.9991459846496582, + 1.0, + 0.9985376596450806, + 0.997803270816803, + 1.0, + 0.9997553825378418, + 0.9981648921966553, + 1.0, + 0.9985302686691284, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993917942047119, + 0.9986611604690552, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969751834869385, + 1.0, + 0.9956310391426086, + 0.9960995316505432, + 0.9997552633285522, + 1.0, + 1.0, + 0.9992679953575134, + 1.0, + 1.0, + 1.0, + 0.9998780488967896, + 0.9998781085014343, + 0.9959756135940552, + 1.0, + 0.9959638118743896, + 0.9987719655036926, + 0.9996311664581299, + 0.9991389513015747, + 0.9979071617126465, + 0.9942018389701843, + 0.9967738389968872, + 1.0, + 0.9971470236778259, + 1.0, + 1.0, + 1.0, + 0.9995071887969971, + 1.0, + 1.0, + 0.9986463785171509, + 1.0, + 1.0, + 0.9976655840873718, + 1.0, + 0.999754011631012, + 1.0, + 0.9997540712356567, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973282217979431, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999879002571106, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986727833747864, + 1.0, + 1.0, + 0.9979498386383057, + 0.9998791217803955, + 0.9995166063308716, + 1.0, + 0.9993965029716492, + 1.0, + 1.0, + 1.0, + 0.9984371662139893, + 1.0, + 0.9985563158988953, + 1.0, + 0.9989162683486938, + 0.9995178580284119, + 1.0, + 1.0, + 1.0, + 0.9986748695373535, + 1.0, + 0.9991557002067566, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991576075553894, + 1.0, + 0.9998796582221985, + 0.9990374445915222, + 1.0, + 1.0, + 1.0, + 0.9985601902008057, + 0.999879777431488, + 1.0, + 0.9991598725318909, + 1.0, + 1.0, + 0.9969987869262695, + 0.9997591376304626, + 0.9997591376304626, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996406435966492, + 1.0, + 1.0, + 0.9988057017326355, + 1.0, + 1.0, + 0.9984517693519592, + 0.9998807311058044, + 0.9998807311058044, + 1.0, + 1.0, + 0.9992852210998535, + 1.0, + 1.0, + 0.9995243549346924, + 1.0, + 1.0, + 1.0, + 0.9998816251754761, + 1.0, + 1.0, + 0.9992896318435669, + 0.9977487921714783, + 0.9979812502861023, + 0.9998810291290283, + 0.999523937702179, + 1.0, + 0.9980981945991516, + 1.0, + 1.0, + 0.9973812699317932, + 1.0, + 0.9996430277824402, + 1.0, + 0.9997620582580566, + 1.0, + 1.0, + 1.0, + 0.999643862247467, + 0.9992873668670654, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996250331401825, + 1.0, + 1.0, + 0.9975326061248779, + 0.9989398717880249, + 0.9983493089675903, + 0.9996456503868103, + 1.0, + 0.9979924559593201, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995269775390625, + 1.0, + 0.9983440041542053, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996454119682312, + 1.0, + 1.0, + 0.9985864758491516, + 0.9951633214950562, + 1.0, + 0.9977514743804932, + 0.9988139271736145, + 0.9996437430381775, + 1.0, + 1.0, + 0.9988151788711548, + 1.0, + 1.0, + 0.9962058663368225, + 1.0, + 0.9984529614448547, + 0.9997615814208984, + 0.9988078474998474, + 0.9982095956802368, + 1.0, + 0.9997608661651611, + 1.0, + 0.9982070326805115, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996454119682312, + 1.0, + 0.9997637867927551, + 1.0, + 0.9997640252113342, + 0.9982300996780396, + 1.0, + 1.0, + 0.9977625608444214, + 1.0, + 0.9998825192451477, + 1.0, + 0.9983548521995544, + 0.9996469020843506, + 0.9995290040969849, + 0.9985864758491516, + 0.9983484148979187, + 0.9996455311775208, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963439106941223, + 1.0, + 1.0, + 0.9969234466552734, + 0.9997625946998596, + 1.0, + 1.0, + 0.9991703033447266, + 1.0, + 0.9997631907463074, + 0.99952632188797, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996709406375885, + 0.9995284080505371, + 0.9998819828033447, + 0.9998820424079895, + 0.9997640252113342, + 1.0, + 1.0, + 0.9996469020843506, + 1.0, + 1.0, + 1.0, + 0.999765157699585, + 0.9998825788497925, + 1.0, + 1.0, + 0.9997652173042297, + 0.9995303153991699, + 1.0, + 0.9998826384544373, + 1.0, + 1.0, + 0.9995306730270386, + 1.0, + 1.0, + 0.9997661113739014, + 1.0, + 0.9987134337425232, + 0.9977749586105347, + 1.0, + 0.9988264441490173, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999882698059082, + 0.9995304942131042, + 0.9989432096481323, + 0.9998824000358582, + 1.0, + 0.9985895752906799, + 1.0, + 1.0, + 0.9987061619758606, + 0.9985867142677307, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982431530952454, + 0.999882698059082, + 1.0, + 0.9984747171401978, + 1.0, + 1.0, + 0.9981223344802856, + 0.9992944598197937, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997656941413879, + 1.0, + 1.0, + 0.9996484518051147, + 1.0, + 0.9995314478874207, + 0.9997655749320984, + 0.9997655749320984, + 0.9995310306549072, + 1.0, + 1.0, + 1.0, + 0.9998830556869507, + 0.9997659921646118, + 0.997893750667572, + 1.0, + 0.9976599812507629, + 1.0, + 0.9995314478874207, + 1.0, + 1.0, + 1.0, + 0.9998829364776611, + 1.0, + 1.0, + 1.0, + 0.9998830556869507, + 0.9997659921646118, + 1.0, + 0.999298095703125, + 1.0, + 1.0, + 0.9996491074562073, + 0.999648928642273, + 1.0, + 1.0, + 0.9998832941055298, + 1.0, + 1.0, + 1.0, + 0.9990699291229248, + 1.0, + 0.9997674822807312 + ], + "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_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_scalar_eval.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..20a438dde612c0841f059894789282233f8f111d --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1787.5, + "strength": 1374.7723388671875, + "max_strength": 1720.4000244140625, + "final_strength": 1719.4000244140625, + "sample_efficiency": 2.881190823700308e-07, + "training_efficiency": 1.8464015738572925e-05, + "stability": 0.9993271827697754 +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_scalar_train.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..20a438dde612c0841f059894789282233f8f111d --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 1787.5, + "strength": 1374.7723388671875, + "max_strength": 1720.4000244140625, + "final_strength": 1719.4000244140625, + "sample_efficiency": 2.881190823700308e-07, + "training_efficiency": 1.8464015738572925e-05, + "stability": 0.9993271827697754 +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_train.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..d383986cb805893aba2468bccd71e2eaa7102e74 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_s3_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 1787.5, + "strength": 1374.7723388671875, + "max_strength": 1720.4000244140625, + "final_strength": 1719.4000244140625, + "sample_efficiency": 2.881190823700308e-07, + "training_efficiency": 1.8464015738572925e-05, + "stability": 0.9993271827697754 + }, + "local": { + "mean_returns": [ + 69.09091186523438, + 110.90908813476562, + 148.64865112304688, + 155.6521759033203, + 185.76271057128906, + 199.4202880859375, + 215.38461303710938, + 225.81394958496094, + 234.68084716796875, + 258.79998779296875, + 273.20001220703125, + 304.20001220703125, + 317.6000061035156, + 331.6000061035156, + 348.6000061035156, + 361.3999938964844, + 370.6000061035156, + 385.0, + 407.79998779296875, + 407.79998779296875, + 412.20001220703125, + 419.20001220703125, + 427.6000061035156, + 442.3999938964844, + 444.0, + 451.20001220703125, + 449.6000061035156, + 452.6000061035156, + 461.6000061035156, + 467.20001220703125, + 471.6000061035156, + 473.79998779296875, + 473.79998779296875, + 475.3999938964844, + 484.0, + 503.6000061035156, + 514.4000244140625, + 513.4000244140625, + 518.7999877929688, + 528.7999877929688, + 535.7999877929688, + 539.4000244140625, + 550.2000122070312, + 563.7999877929688, + 578.0, + 583.0, + 593.2000122070312, + 601.7999877929688, + 601.0, + 604.4000244140625, + 615.7999877929688, + 621.5999755859375, + 625.0, + 624.5999755859375, + 622.7999877929688, + 636.5999755859375, + 644.4000244140625, + 649.4000244140625, + 643.7999877929688, + 645.7999877929688, + 647.5999755859375, + 647.5999755859375, + 656.7999877929688, + 659.0, + 660.5999755859375, + 666.2000122070312, + 663.4000244140625, + 665.7999877929688, + 670.7999877929688, + 676.7999877929688, + 678.5999755859375, + 675.4000244140625, + 679.4000244140625, + 679.2000122070312, + 677.2000122070312, + 675.0, + 675.5999755859375, + 679.7999877929688, + 679.5999755859375, + 680.7999877929688, + 676.7999877929688, + 675.4000244140625, + 676.0, + 679.7999877929688, + 683.0, + 680.2000122070312, + 688.2000122070312, + 689.7999877929688, + 689.2000122070312, + 691.5999755859375, + 697.7999877929688, + 702.2000122070312, + 702.5999755859375, + 705.5999755859375, + 703.7999877929688, + 699.2000122070312, + 697.2000122070312, + 689.4000244140625, + 689.7999877929688, + 687.0, + 682.4000244140625, + 675.0, + 672.2000122070312, + 675.5999755859375, + 679.4000244140625, + 683.7999877929688, + 688.4000244140625, + 695.5999755859375, + 694.2000122070312, + 693.7999877929688, + 697.5999755859375, + 696.2000122070312, + 697.7999877929688, + 699.2000122070312, + 712.7999877929688, + 718.4000244140625, + 725.2000122070312, + 732.0, + 735.4000244140625, + 739.7999877929688, + 750.4000244140625, + 759.5999755859375, + 766.5999755859375, + 762.5999755859375, + 758.7999877929688, + 758.2000122070312, + 754.7999877929688, + 751.5999755859375, + 748.7999877929688, + 748.7999877929688, + 747.7999877929688, + 749.5999755859375, + 756.4000244140625, + 758.5999755859375, + 761.5999755859375, + 758.4000244140625, + 757.5999755859375, + 760.2000122070312, + 758.0, + 760.0, + 760.4000244140625, + 754.4000244140625, + 753.7999877929688, + 760.0, + 760.7999877929688, + 764.0, + 762.7999877929688, + 770.0, + 770.5999755859375, + 769.0, + 768.4000244140625, + 768.4000244140625, + 761.5999755859375, + 758.2000122070312, + 756.5999755859375, + 756.4000244140625, + 752.0, + 745.4000244140625, + 744.2000122070312, + 735.7999877929688, + 735.4000244140625, + 735.7999877929688, + 736.7999877929688, + 739.0, + 741.5999755859375, + 738.2000122070312, + 733.4000244140625, + 724.5999755859375, + 723.0, + 723.2000122070312, + 716.4000244140625, + 718.4000244140625, + 720.2000122070312, + 714.7999877929688, + 711.0, + 707.2000122070312, + 710.5999755859375, + 711.0, + 712.7999877929688, + 701.0, + 698.7999877929688, + 694.7999877929688, + 694.0, + 698.5999755859375, + 698.7999877929688, + 703.5999755859375, + 703.4000244140625, + 698.7999877929688, + 706.2000122070312, + 706.7999877929688, + 709.4000244140625, + 712.7999877929688, + 723.5999755859375, + 721.4000244140625, + 724.5999755859375, + 731.0, + 740.0, + 733.2000122070312, + 751.5999755859375, + 743.2000122070312, + 752.4000244140625, + 756.7999877929688, + 779.2000122070312, + 790.7999877929688, + 804.5999755859375, + 812.2000122070312, + 828.5999755859375, + 840.7999877929688, + 853.5999755859375, + 878.7999877929688, + 896.7999877929688, + 902.7999877929688, + 923.2000122070312, + 937.7999877929688, + 948.5999755859375, + 971.0, + 994.2000122070312, + 1000.7999877929688, + 1023.5999755859375, + 1046.0, + 1048.4000244140625, + 1083.199951171875, + 1094.800048828125, + 1102.4000244140625, + 1117.4000244140625, + 1134.800048828125, + 1142.5999755859375, + 1142.5999755859375, + 1174.0, + 1188.199951171875, + 1188.800048828125, + 1218.0, + 1240.0, + 1254.0, + 1260.199951171875, + 1281.0, + 1282.4000244140625, + 1286.5999755859375, + 1300.199951171875, + 1305.0, + 1312.800048828125, + 1309.4000244140625, + 1312.0, + 1321.5999755859375, + 1310.4000244140625, + 1313.5999755859375, + 1323.5999755859375, + 1341.199951171875, + 1344.0, + 1346.4000244140625, + 1359.0, + 1357.800048828125, + 1356.4000244140625, + 1362.5999755859375, + 1369.5999755859375, + 1364.5999755859375, + 1368.800048828125, + 1370.0, + 1387.5999755859375, + 1383.4000244140625, + 1383.800048828125, + 1396.0, + 1399.5999755859375, + 1407.199951171875, + 1413.199951171875, + 1428.800048828125, + 1432.4000244140625, + 1431.800048828125, + 1430.4000244140625, + 1435.4000244140625, + 1443.199951171875, + 1442.199951171875, + 1433.199951171875, + 1434.199951171875, + 1434.800048828125, + 1443.800048828125, + 1452.800048828125, + 1454.0, + 1450.199951171875, + 1444.199951171875, + 1450.199951171875, + 1452.4000244140625, + 1448.5999755859375, + 1448.800048828125, + 1453.5999755859375, + 1454.4000244140625, + 1458.199951171875, + 1460.5999755859375, + 1466.4000244140625, + 1469.800048828125, + 1470.4000244140625, + 1465.4000244140625, + 1471.800048828125, + 1484.800048828125, + 1482.5999755859375, + 1481.5999755859375, + 1475.800048828125, + 1480.0, + 1489.0, + 1496.0, + 1500.800048828125, + 1494.0, + 1493.800048828125, + 1497.4000244140625, + 1498.800048828125, + 1509.199951171875, + 1508.0, + 1509.0, + 1505.5999755859375, + 1510.800048828125, + 1506.0, + 1509.800048828125, + 1511.199951171875, + 1515.5999755859375, + 1520.199951171875, + 1525.0, + 1533.199951171875, + 1539.0, + 1539.800048828125, + 1538.5999755859375, + 1543.4000244140625, + 1546.199951171875, + 1546.4000244140625, + 1566.5999755859375, + 1565.199951171875, + 1568.0, + 1565.199951171875, + 1573.199951171875, + 1573.4000244140625, + 1574.800048828125, + 1578.5999755859375, + 1580.800048828125, + 1578.0, + 1583.5999755859375, + 1585.4000244140625, + 1586.4000244140625, + 1582.199951171875, + 1585.5999755859375, + 1583.5999755859375, + 1584.0, + 1591.5999755859375, + 1592.800048828125, + 1588.4000244140625, + 1592.0, + 1593.5999755859375, + 1602.4000244140625, + 1597.800048828125, + 1605.5999755859375, + 1601.4000244140625, + 1605.4000244140625, + 1606.199951171875, + 1611.5999755859375, + 1611.5999755859375, + 1611.4000244140625, + 1621.800048828125, + 1625.199951171875, + 1623.800048828125, + 1628.5999755859375, + 1634.199951171875, + 1633.5999755859375, + 1631.800048828125, + 1631.199951171875, + 1636.0, + 1638.0, + 1644.0, + 1646.0, + 1644.4000244140625, + 1650.199951171875, + 1651.199951171875, + 1655.5999755859375, + 1656.800048828125, + 1653.800048828125, + 1660.800048828125, + 1661.0, + 1664.199951171875, + 1666.199951171875, + 1666.800048828125, + 1668.0, + 1658.199951171875, + 1663.800048828125, + 1663.199951171875, + 1666.5999755859375, + 1669.800048828125, + 1672.199951171875, + 1673.0, + 1673.199951171875, + 1671.800048828125, + 1672.4000244140625, + 1674.800048828125, + 1667.5999755859375, + 1676.199951171875, + 1676.4000244140625, + 1674.5999755859375, + 1679.0, + 1676.4000244140625, + 1678.5999755859375, + 1680.4000244140625, + 1678.800048828125, + 1681.199951171875, + 1675.5999755859375, + 1686.5999755859375, + 1685.0, + 1682.5999755859375, + 1679.800048828125, + 1681.4000244140625, + 1684.0, + 1682.800048828125, + 1684.4000244140625, + 1684.4000244140625, + 1686.0, + 1682.199951171875, + 1682.0, + 1681.800048828125, + 1682.5999755859375, + 1683.0, + 1683.800048828125, + 1675.4000244140625, + 1680.5999755859375, + 1678.4000244140625, + 1679.5999755859375, + 1672.800048828125, + 1679.199951171875, + 1679.5999755859375, + 1679.199951171875, + 1681.4000244140625, + 1684.0, + 1681.5999755859375, + 1682.0, + 1680.199951171875, + 1681.4000244140625, + 1683.0, + 1689.5999755859375, + 1690.0, + 1693.0, + 1694.4000244140625, + 1696.0, + 1697.4000244140625, + 1695.800048828125, + 1695.5999755859375, + 1705.4000244140625, + 1703.800048828125, + 1705.5999755859375, + 1706.800048828125, + 1706.5999755859375, + 1703.5999755859375, + 1701.199951171875, + 1703.4000244140625, + 1699.4000244140625, + 1700.0, + 1703.199951171875, + 1704.199951171875, + 1705.800048828125, + 1707.4000244140625, + 1703.800048828125, + 1699.800048828125, + 1696.5999755859375, + 1695.5999755859375, + 1692.0, + 1693.0, + 1693.5999755859375, + 1695.199951171875, + 1690.0, + 1692.199951171875, + 1689.0, + 1687.5999755859375, + 1689.0, + 1688.0, + 1683.0, + 1686.800048828125, + 1687.4000244140625, + 1690.0, + 1685.199951171875, + 1683.800048828125, + 1682.199951171875, + 1677.5999755859375, + 1673.199951171875, + 1677.0, + 1681.800048828125, + 1685.0, + 1675.0, + 1675.0, + 1674.5999755859375, + 1672.199951171875, + 1676.5999755859375, + 1669.199951171875, + 1664.0, + 1669.0, + 1669.199951171875, + 1672.199951171875, + 1673.0, + 1674.199951171875, + 1676.800048828125, + 1676.800048828125, + 1677.0, + 1676.5999755859375, + 1678.5999755859375, + 1681.4000244140625, + 1683.199951171875, + 1682.199951171875, + 1679.4000244140625, + 1674.5999755859375, + 1674.800048828125, + 1672.5999755859375, + 1660.800048828125, + 1665.199951171875, + 1662.0, + 1659.5999755859375, + 1665.5999755859375, + 1659.199951171875, + 1656.5999755859375, + 1660.5999755859375, + 1664.4000244140625, + 1662.199951171875, + 1652.0, + 1651.0, + 1654.800048828125, + 1651.0, + 1648.5999755859375, + 1648.0, + 1649.5999755859375, + 1650.199951171875, + 1649.4000244140625, + 1652.0, + 1655.4000244140625, + 1665.4000244140625, + 1674.199951171875, + 1674.0, + 1683.199951171875, + 1688.199951171875, + 1687.199951171875, + 1691.0, + 1702.0, + 1701.0, + 1701.5999755859375, + 1700.4000244140625, + 1711.0, + 1715.4000244140625, + 1716.199951171875, + 1713.4000244140625, + 1717.800048828125, + 1717.5999755859375, + 1721.0, + 1724.0, + 1725.4000244140625, + 1725.800048828125, + 1725.0, + 1724.0, + 1722.800048828125, + 1720.800048828125, + 1717.800048828125, + 1715.4000244140625, + 1711.199951171875, + 1712.0, + 1706.0, + 1715.4000244140625, + 1716.0, + 1718.5999755859375, + 1719.199951171875, + 1719.0, + 1717.0, + 1716.4000244140625, + 1716.4000244140625, + 1718.0, + 1719.0, + 1719.199951171875, + 1718.5999755859375, + 1719.199951171875, + 1721.5999755859375, + 1721.4000244140625, + 1722.800048828125, + 1725.5999755859375, + 1729.800048828125, + 1729.4000244140625, + 1730.800048828125, + 1726.199951171875, + 1728.199951171875, + 1726.5999755859375, + 1721.199951171875, + 1721.0, + 1717.199951171875, + 1717.800048828125, + 1723.0, + 1723.0, + 1723.199951171875, + 1721.800048828125, + 1721.199951171875, + 1719.800048828125, + 1716.5999755859375, + 1718.800048828125, + 1717.199951171875, + 1712.800048828125, + 1717.0, + 1716.0, + 1717.5999755859375, + 1718.4000244140625, + 1720.800048828125, + 1723.800048828125, + 1724.4000244140625, + 1719.0, + 1722.5999755859375, + 1722.800048828125, + 1722.5999755859375, + 1725.199951171875, + 1723.800048828125, + 1725.199951171875, + 1727.199951171875, + 1723.199951171875, + 1723.800048828125, + 1723.5999755859375, + 1720.4000244140625, + 1720.0, + 1721.4000244140625, + 1723.5999755859375, + 1718.800048828125, + 1719.4000244140625, + 1717.800048828125, + 1718.800048828125, + 1718.800048828125, + 1720.800048828125, + 1719.4000244140625, + 1722.5999755859375, + 1720.199951171875, + 1716.5999755859375, + 1716.5999755859375, + 1716.199951171875, + 1713.199951171875, + 1714.4000244140625, + 1712.0, + 1716.4000244140625, + 1717.0, + 1719.800048828125, + 1723.0, + 1725.5999755859375, + 1724.5999755859375, + 1722.4000244140625, + 1725.4000244140625, + 1730.199951171875, + 1732.800048828125, + 1734.4000244140625, + 1729.4000244140625, + 1729.4000244140625, + 1722.199951171875, + 1715.800048828125, + 1715.4000244140625, + 1717.4000244140625, + 1720.800048828125, + 1719.5999755859375, + 1721.800048828125, + 1721.800048828125, + 1721.800048828125, + 1721.5999755859375, + 1721.4000244140625, + 1714.800048828125, + 1716.5999755859375, + 1710.0, + 1708.0, + 1707.4000244140625, + 1706.0, + 1702.5999755859375, + 1693.199951171875, + 1688.0, + 1693.800048828125, + 1689.199951171875, + 1692.5999755859375, + 1701.5999755859375, + 1704.5999755859375, + 1703.800048828125, + 1704.0, + 1706.5999755859375, + 1704.4000244140625, + 1706.800048828125, + 1709.199951171875, + 1705.4000244140625, + 1707.199951171875, + 1706.800048828125, + 1707.800048828125, + 1707.4000244140625, + 1712.800048828125, + 1714.199951171875, + 1718.4000244140625, + 1720.800048828125, + 1724.199951171875, + 1728.199951171875, + 1723.800048828125, + 1728.800048828125, + 1729.0, + 1729.5999755859375, + 1731.0, + 1731.199951171875, + 1732.0, + 1734.199951171875, + 1734.0, + 1735.5999755859375, + 1736.5999755859375, + 1738.800048828125, + 1739.0, + 1736.800048828125, + 1738.800048828125, + 1739.800048828125, + 1736.4000244140625, + 1736.199951171875, + 1735.4000244140625, + 1738.4000244140625, + 1737.4000244140625, + 1737.800048828125, + 1742.4000244140625, + 1745.0, + 1742.4000244140625, + 1743.800048828125, + 1741.4000244140625, + 1742.4000244140625, + 1740.5999755859375, + 1739.800048828125, + 1740.199951171875, + 1740.199951171875, + 1741.5999755859375, + 1739.4000244140625, + 1739.5999755859375, + 1738.199951171875, + 1739.0, + 1739.199951171875, + 1740.5999755859375, + 1743.4000244140625, + 1742.0, + 1743.800048828125, + 1743.5999755859375, + 1742.0, + 1742.199951171875, + 1742.199951171875, + 1748.199951171875, + 1745.800048828125, + 1745.5999755859375, + 1747.800048828125, + 1746.4000244140625, + 1747.4000244140625, + 1747.4000244140625, + 1742.4000244140625, + 1742.0, + 1741.5999755859375, + 1745.4000244140625, + 1748.5999755859375, + 1750.5999755859375, + 1751.0, + 1750.4000244140625, + 1753.4000244140625, + 1756.0, + 1754.0, + 1758.4000244140625, + 1760.800048828125, + 1758.199951171875, + 1758.0, + 1757.800048828125, + 1758.800048828125, + 1760.199951171875, + 1759.0, + 1759.4000244140625, + 1763.4000244140625, + 1762.5999755859375, + 1766.800048828125, + 1770.199951171875, + 1770.199951171875, + 1770.0, + 1770.5999755859375, + 1770.5999755859375, + 1769.4000244140625, + 1765.5999755859375, + 1762.199951171875, + 1762.0, + 1761.199951171875, + 1764.0, + 1760.800048828125, + 1761.4000244140625, + 1761.5999755859375, + 1757.199951171875, + 1762.0, + 1761.4000244140625, + 1762.4000244140625, + 1762.0, + 1763.4000244140625, + 1765.199951171875, + 1766.0, + 1765.4000244140625, + 1764.199951171875, + 1764.800048828125, + 1764.800048828125, + 1766.0, + 1766.4000244140625, + 1768.4000244140625, + 1777.4000244140625, + 1778.0, + 1779.199951171875, + 1780.199951171875, + 1780.4000244140625, + 1782.5999755859375, + 1782.5999755859375, + 1787.0, + 1788.199951171875, + 1781.800048828125, + 1782.4000244140625, + 1783.5999755859375, + 1779.4000244140625, + 1777.5999755859375, + 1774.800048828125, + 1774.199951171875, + 1775.0, + 1771.5999755859375, + 1771.5999755859375, + 1772.0, + 1772.199951171875, + 1772.5999755859375, + 1771.800048828125, + 1772.199951171875, + 1769.4000244140625, + 1770.199951171875, + 1771.199951171875, + 1772.5999755859375, + 1772.5999755859375, + 1773.4000244140625, + 1772.800048828125, + 1778.800048828125, + 1779.199951171875, + 1776.800048828125, + 1768.5999755859375, + 1771.4000244140625, + 1767.5999755859375, + 1765.5999755859375, + 1765.0, + 1768.5999755859375, + 1769.4000244140625, + 1767.4000244140625, + 1767.5999755859375, + 1768.199951171875, + 1761.800048828125, + 1762.0, + 1759.4000244140625, + 1759.0, + 1757.0, + 1754.0, + 1754.4000244140625, + 1754.0, + 1754.5999755859375, + 1751.5999755859375, + 1751.800048828125, + 1755.5999755859375, + 1764.4000244140625, + 1765.5999755859375, + 1773.4000244140625, + 1773.4000244140625, + 1772.800048828125, + 1775.0, + 1774.5999755859375, + 1776.800048828125, + 1776.4000244140625, + 1773.4000244140625, + 1776.199951171875, + 1779.800048828125, + 1776.0, + 1783.0, + 1782.800048828125, + 1783.4000244140625, + 1780.5999755859375, + 1780.0, + 1779.199951171875, + 1776.800048828125, + 1774.0, + 1773.4000244140625, + 1773.4000244140625, + 1773.5999755859375, + 1774.0, + 1774.5999755859375, + 1777.199951171875, + 1771.0, + 1771.0, + 1771.5999755859375, + 1766.4000244140625, + 1766.0, + 1768.0, + 1768.800048828125, + 1767.4000244140625, + 1770.5999755859375, + 1770.199951171875, + 1769.4000244140625, + 1775.199951171875, + 1775.5999755859375, + 1775.5999755859375, + 1780.0, + 1783.199951171875, + 1777.5999755859375, + 1776.800048828125, + 1776.5999755859375, + 1776.4000244140625, + 1776.0, + 1776.5999755859375, + 1780.5999755859375, + 1780.0, + 1780.0, + 1783.5999755859375, + 1784.5999755859375, + 1784.199951171875, + 1784.0, + 1784.199951171875, + 1785.0, + 1784.5999755859375, + 1783.800048828125, + 1785.0, + 1784.800048828125, + 1785.199951171875, + 1786.0, + 1785.199951171875, + 1785.199951171875, + 1791.199951171875, + 1790.800048828125, + 1791.4000244140625, + 1789.199951171875, + 1785.4000244140625, + 1785.5999755859375, + 1783.5999755859375, + 1784.0, + 1784.0, + 1784.800048828125, + 1785.199951171875, + 1785.5999755859375, + 1785.5999755859375, + 1785.4000244140625, + 1784.5999755859375, + 1782.800048828125, + 1782.5999755859375, + 1783.0, + 1780.5999755859375, + 1781.199951171875, + 1781.800048828125, + 1779.5999755859375, + 1777.199951171875, + 1778.0, + 1778.800048828125, + 1781.199951171875, + 1783.199951171875, + 1784.199951171875, + 1784.4000244140625, + 1786.5999755859375, + 1788.199951171875, + 1788.4000244140625, + 1788.5999755859375, + 1789.0, + 1786.0, + 1785.800048828125, + 1786.0, + 1783.4000244140625, + 1785.199951171875, + 1785.5999755859375, + 1782.4000244140625, + 1781.199951171875, + 1782.199951171875, + 1785.0, + 1787.5999755859375, + 1788.0, + 1788.199951171875, + 1787.800048828125, + 1788.199951171875, + 1788.199951171875, + 1787.5999755859375, + 1788.800048828125, + 1788.0, + 1787.5999755859375, + 1787.199951171875, + 1786.4000244140625, + 1786.800048828125, + 1791.0, + 1791.199951171875, + 1791.0, + 1790.5999755859375, + 1787.0, + 1790.800048828125, + 1786.800048828125, + 1789.0, + 1788.199951171875, + 1788.800048828125, + 1789.0, + 1789.5999755859375, + 1789.4000244140625, + 1789.5999755859375, + 1790.4000244140625, + 1791.199951171875, + 1791.0, + 1790.5999755859375, + 1791.0, + 1789.800048828125, + 1790.800048828125, + 1791.4000244140625, + 1790.800048828125, + 1790.199951171875, + 1793.0, + 1795.4000244140625, + 1795.199951171875, + 1797.4000244140625, + 1797.800048828125, + 1801.800048828125, + 1800.199951171875, + 1801.199951171875, + 1800.800048828125 + ], + "strengths": [ + -12.309089660644531, + 29.50908660888672, + 67.24864959716797, + 74.2521743774414, + 104.36270904541016, + 118.0202865600586, + 133.984619140625, + 144.4139404296875, + 153.28085327148438, + 177.39999389648438, + 191.80001831054688, + 222.80001831054688, + 236.20001220703125, + 250.20001220703125, + 267.20001220703125, + 280.0, + 289.20001220703125, + 303.6000061035156, + 326.3999938964844, + 326.3999938964844, + 330.8000183105469, + 337.8000183105469, + 346.20001220703125, + 361.0, + 362.6000061035156, + 369.8000183105469, + 368.20001220703125, + 371.20001220703125, + 380.20001220703125, + 385.8000183105469, + 390.20001220703125, + 392.3999938964844, + 392.3999938964844, + 394.0, + 402.6000061035156, + 422.20001220703125, + 433.0000305175781, + 432.0000305175781, + 437.3999938964844, + 447.3999938964844, + 454.3999938964844, + 458.0000305175781, + 468.8000183105469, + 482.3999938964844, + 496.6000061035156, + 501.6000061035156, + 511.8000183105469, + 520.3999633789062, + 519.5999755859375, + 523.0, + 534.3999633789062, + 540.199951171875, + 543.5999755859375, + 543.199951171875, + 541.3999633789062, + 555.199951171875, + 563.0, + 568.0, + 562.3999633789062, + 564.3999633789062, + 566.199951171875, + 566.199951171875, + 575.3999633789062, + 577.5999755859375, + 579.199951171875, + 584.7999877929688, + 582.0, + 584.3999633789062, + 589.3999633789062, + 595.3999633789062, + 597.199951171875, + 594.0, + 598.0, + 597.7999877929688, + 595.7999877929688, + 593.5999755859375, + 594.199951171875, + 598.3999633789062, + 598.199951171875, + 599.3999633789062, + 595.3999633789062, + 594.0, + 594.5999755859375, + 598.3999633789062, + 601.5999755859375, + 598.7999877929688, + 606.7999877929688, + 608.3999633789062, + 607.7999877929688, + 610.199951171875, + 616.3999633789062, + 620.7999877929688, + 621.199951171875, + 624.199951171875, + 622.3999633789062, + 617.7999877929688, + 615.7999877929688, + 608.0, + 608.3999633789062, + 605.5999755859375, + 601.0, + 593.5999755859375, + 590.7999877929688, + 594.199951171875, + 598.0, + 602.3999633789062, + 607.0, + 614.199951171875, + 612.7999877929688, + 612.3999633789062, + 616.199951171875, + 614.7999877929688, + 616.3999633789062, + 617.7999877929688, + 631.3999633789062, + 637.0, + 643.7999877929688, + 650.5999755859375, + 654.0, + 658.3999633789062, + 669.0, + 678.199951171875, + 685.199951171875, + 681.199951171875, + 677.3999633789062, + 676.7999877929688, + 673.3999633789062, + 670.199951171875, + 667.3999633789062, + 667.3999633789062, + 666.3999633789062, + 668.199951171875, + 675.0, + 677.199951171875, + 680.199951171875, + 677.0, + 676.199951171875, + 678.7999877929688, + 676.5999755859375, + 678.5999755859375, + 679.0, + 673.0, + 672.3999633789062, + 678.5999755859375, + 679.3999633789062, + 682.5999755859375, + 681.3999633789062, + 688.5999755859375, + 689.199951171875, + 687.5999755859375, + 687.0, + 687.0, + 680.199951171875, + 676.7999877929688, + 675.199951171875, + 675.0, + 670.5999755859375, + 664.0, + 662.7999877929688, + 654.3999633789062, + 654.0, + 654.3999633789062, + 655.3999633789062, + 657.5999755859375, + 660.199951171875, + 656.7999877929688, + 652.0, + 643.199951171875, + 641.5999755859375, + 641.7999877929688, + 635.0, + 637.0, + 638.7999877929688, + 633.3999633789062, + 629.5999755859375, + 625.7999877929688, + 629.199951171875, + 629.5999755859375, + 631.3999633789062, + 619.5999755859375, + 617.3999633789062, + 613.3999633789062, + 612.5999755859375, + 617.199951171875, + 617.3999633789062, + 622.199951171875, + 622.0, + 617.3999633789062, + 624.7999877929688, + 625.3999633789062, + 628.0, + 631.3999633789062, + 642.199951171875, + 640.0, + 643.199951171875, + 649.5999755859375, + 658.5999755859375, + 651.7999877929688, + 670.199951171875, + 661.7999877929688, + 671.0, + 675.3999633789062, + 697.7999877929688, + 709.3999633789062, + 723.199951171875, + 730.7999877929688, + 747.199951171875, + 759.3999633789062, + 772.199951171875, + 797.3999633789062, + 815.3999633789062, + 821.3999633789062, + 841.7999877929688, + 856.3999633789062, + 867.199951171875, + 889.5999755859375, + 912.7999877929688, + 919.3999633789062, + 942.199951171875, + 964.5999755859375, + 967.0, + 1001.7999267578125, + 1013.4000244140625, + 1021.0, + 1036.0, + 1053.4000244140625, + 1061.199951171875, + 1061.199951171875, + 1092.5999755859375, + 1106.7999267578125, + 1107.4000244140625, + 1136.5999755859375, + 1158.5999755859375, + 1172.5999755859375, + 1178.7999267578125, + 1199.5999755859375, + 1201.0, + 1205.199951171875, + 1218.7999267578125, + 1223.5999755859375, + 1231.4000244140625, + 1228.0, + 1230.5999755859375, + 1240.199951171875, + 1229.0, + 1232.199951171875, + 1242.199951171875, + 1259.7999267578125, + 1262.5999755859375, + 1265.0, + 1277.5999755859375, + 1276.4000244140625, + 1275.0, + 1281.199951171875, + 1288.199951171875, + 1283.199951171875, + 1287.4000244140625, + 1288.5999755859375, + 1306.199951171875, + 1302.0, + 1302.4000244140625, + 1314.5999755859375, + 1318.199951171875, + 1325.7999267578125, + 1331.7999267578125, + 1347.4000244140625, + 1351.0, + 1350.4000244140625, + 1349.0, + 1354.0, + 1361.7999267578125, + 1360.7999267578125, + 1351.7999267578125, + 1352.7999267578125, + 1353.4000244140625, + 1362.4000244140625, + 1371.4000244140625, + 1372.5999755859375, + 1368.7999267578125, + 1362.7999267578125, + 1368.7999267578125, + 1371.0, + 1367.199951171875, + 1367.4000244140625, + 1372.199951171875, + 1373.0, + 1376.7999267578125, + 1379.199951171875, + 1385.0, + 1388.4000244140625, + 1389.0, + 1384.0, + 1390.4000244140625, + 1403.4000244140625, + 1401.199951171875, + 1400.199951171875, + 1394.4000244140625, + 1398.5999755859375, + 1407.5999755859375, + 1414.5999755859375, + 1419.4000244140625, + 1412.5999755859375, + 1412.4000244140625, + 1416.0, + 1417.4000244140625, + 1427.7999267578125, + 1426.5999755859375, + 1427.5999755859375, + 1424.199951171875, + 1429.4000244140625, + 1424.5999755859375, + 1428.4000244140625, + 1429.7999267578125, + 1434.199951171875, + 1438.7999267578125, + 1443.5999755859375, + 1451.7999267578125, + 1457.5999755859375, + 1458.4000244140625, + 1457.199951171875, + 1462.0, + 1464.7999267578125, + 1465.0, + 1485.199951171875, + 1483.7999267578125, + 1486.5999755859375, + 1483.7999267578125, + 1491.7999267578125, + 1492.0, + 1493.4000244140625, + 1497.199951171875, + 1499.4000244140625, + 1496.5999755859375, + 1502.199951171875, + 1504.0, + 1505.0, + 1500.7999267578125, + 1504.199951171875, + 1502.199951171875, + 1502.5999755859375, + 1510.199951171875, + 1511.4000244140625, + 1507.0, + 1510.5999755859375, + 1512.199951171875, + 1521.0, + 1516.4000244140625, + 1524.199951171875, + 1520.0, + 1524.0, + 1524.7999267578125, + 1530.199951171875, + 1530.199951171875, + 1530.0, + 1540.4000244140625, + 1543.7999267578125, + 1542.4000244140625, + 1547.199951171875, + 1552.7999267578125, + 1552.199951171875, + 1550.4000244140625, + 1549.7999267578125, + 1554.5999755859375, + 1556.5999755859375, + 1562.5999755859375, + 1564.5999755859375, + 1563.0, + 1568.7999267578125, + 1569.7999267578125, + 1574.199951171875, + 1575.4000244140625, + 1572.4000244140625, + 1579.4000244140625, + 1579.5999755859375, + 1582.7999267578125, + 1584.7999267578125, + 1585.4000244140625, + 1586.5999755859375, + 1576.7999267578125, + 1582.4000244140625, + 1581.7999267578125, + 1585.199951171875, + 1588.4000244140625, + 1590.7999267578125, + 1591.5999755859375, + 1591.7999267578125, + 1590.4000244140625, + 1591.0, + 1593.4000244140625, + 1586.199951171875, + 1594.7999267578125, + 1595.0, + 1593.199951171875, + 1597.5999755859375, + 1595.0, + 1597.199951171875, + 1599.0, + 1597.4000244140625, + 1599.7999267578125, + 1594.199951171875, + 1605.199951171875, + 1603.5999755859375, + 1601.199951171875, + 1598.4000244140625, + 1600.0, + 1602.5999755859375, + 1601.4000244140625, + 1603.0, + 1603.0, + 1604.5999755859375, + 1600.7999267578125, + 1600.5999755859375, + 1600.4000244140625, + 1601.199951171875, + 1601.5999755859375, + 1602.4000244140625, + 1594.0, + 1599.199951171875, + 1597.0, + 1598.199951171875, + 1591.4000244140625, + 1597.7999267578125, + 1598.199951171875, + 1597.7999267578125, + 1600.0, + 1602.5999755859375, + 1600.199951171875, + 1600.5999755859375, + 1598.7999267578125, + 1600.0, + 1601.5999755859375, + 1608.199951171875, + 1608.5999755859375, + 1611.5999755859375, + 1613.0, + 1614.5999755859375, + 1616.0, + 1614.4000244140625, + 1614.199951171875, + 1624.0, + 1622.4000244140625, + 1624.199951171875, + 1625.4000244140625, + 1625.199951171875, + 1622.199951171875, + 1619.7999267578125, + 1622.0, + 1618.0, + 1618.5999755859375, + 1621.7999267578125, + 1622.7999267578125, + 1624.4000244140625, + 1626.0, + 1622.4000244140625, + 1618.4000244140625, + 1615.199951171875, + 1614.199951171875, + 1610.5999755859375, + 1611.5999755859375, + 1612.199951171875, + 1613.7999267578125, + 1608.5999755859375, + 1610.7999267578125, + 1607.5999755859375, + 1606.199951171875, + 1607.5999755859375, + 1606.5999755859375, + 1601.5999755859375, + 1605.4000244140625, + 1606.0, + 1608.5999755859375, + 1603.7999267578125, + 1602.4000244140625, + 1600.7999267578125, + 1596.199951171875, + 1591.7999267578125, + 1595.5999755859375, + 1600.4000244140625, + 1603.5999755859375, + 1593.5999755859375, + 1593.5999755859375, + 1593.199951171875, + 1590.7999267578125, + 1595.199951171875, + 1587.7999267578125, + 1582.5999755859375, + 1587.5999755859375, + 1587.7999267578125, + 1590.7999267578125, + 1591.5999755859375, + 1592.7999267578125, + 1595.4000244140625, + 1595.4000244140625, + 1595.5999755859375, + 1595.199951171875, + 1597.199951171875, + 1600.0, + 1601.7999267578125, + 1600.7999267578125, + 1598.0, + 1593.199951171875, + 1593.4000244140625, + 1591.199951171875, + 1579.4000244140625, + 1583.7999267578125, + 1580.5999755859375, + 1578.199951171875, + 1584.199951171875, + 1577.7999267578125, + 1575.199951171875, + 1579.199951171875, + 1583.0, + 1580.7999267578125, + 1570.5999755859375, + 1569.5999755859375, + 1573.4000244140625, + 1569.5999755859375, + 1567.199951171875, + 1566.5999755859375, + 1568.199951171875, + 1568.7999267578125, + 1568.0, + 1570.5999755859375, + 1574.0, + 1584.0, + 1592.7999267578125, + 1592.5999755859375, + 1601.7999267578125, + 1606.7999267578125, + 1605.7999267578125, + 1609.5999755859375, + 1620.5999755859375, + 1619.5999755859375, + 1620.199951171875, + 1619.0, + 1629.5999755859375, + 1634.0, + 1634.7999267578125, + 1632.0, + 1636.4000244140625, + 1636.199951171875, + 1639.5999755859375, + 1642.5999755859375, + 1644.0, + 1644.4000244140625, + 1643.5999755859375, + 1642.5999755859375, + 1641.4000244140625, + 1639.4000244140625, + 1636.4000244140625, + 1634.0, + 1629.7999267578125, + 1630.5999755859375, + 1624.5999755859375, + 1634.0, + 1634.5999755859375, + 1637.199951171875, + 1637.7999267578125, + 1637.5999755859375, + 1635.5999755859375, + 1635.0, + 1635.0, + 1636.5999755859375, + 1637.5999755859375, + 1637.7999267578125, + 1637.199951171875, + 1637.7999267578125, + 1640.199951171875, + 1640.0, + 1641.4000244140625, + 1644.199951171875, + 1648.4000244140625, + 1648.0, + 1649.4000244140625, + 1644.7999267578125, + 1646.7999267578125, + 1645.199951171875, + 1639.7999267578125, + 1639.5999755859375, + 1635.7999267578125, + 1636.4000244140625, + 1641.5999755859375, + 1641.5999755859375, + 1641.7999267578125, + 1640.4000244140625, + 1639.7999267578125, + 1638.4000244140625, + 1635.199951171875, + 1637.4000244140625, + 1635.7999267578125, + 1631.4000244140625, + 1635.5999755859375, + 1634.5999755859375, + 1636.199951171875, + 1637.0, + 1639.4000244140625, + 1642.4000244140625, + 1643.0, + 1637.5999755859375, + 1641.199951171875, + 1641.4000244140625, + 1641.199951171875, + 1643.7999267578125, + 1642.4000244140625, + 1643.7999267578125, + 1645.7999267578125, + 1641.7999267578125, + 1642.4000244140625, + 1642.199951171875, + 1639.0, + 1638.5999755859375, + 1640.0, + 1642.199951171875, + 1637.4000244140625, + 1638.0, + 1636.4000244140625, + 1637.4000244140625, + 1637.4000244140625, + 1639.4000244140625, + 1638.0, + 1641.199951171875, + 1638.7999267578125, + 1635.199951171875, + 1635.199951171875, + 1634.7999267578125, + 1631.7999267578125, + 1633.0, + 1630.5999755859375, + 1635.0, + 1635.5999755859375, + 1638.4000244140625, + 1641.5999755859375, + 1644.199951171875, + 1643.199951171875, + 1641.0, + 1644.0, + 1648.7999267578125, + 1651.4000244140625, + 1653.0, + 1648.0, + 1648.0, + 1640.7999267578125, + 1634.4000244140625, + 1634.0, + 1636.0, + 1639.4000244140625, + 1638.199951171875, + 1640.4000244140625, + 1640.4000244140625, + 1640.4000244140625, + 1640.199951171875, + 1640.0, + 1633.4000244140625, + 1635.199951171875, + 1628.5999755859375, + 1626.5999755859375, + 1626.0, + 1624.5999755859375, + 1621.199951171875, + 1611.7999267578125, + 1606.5999755859375, + 1612.4000244140625, + 1607.7999267578125, + 1611.199951171875, + 1620.199951171875, + 1623.199951171875, + 1622.4000244140625, + 1622.5999755859375, + 1625.199951171875, + 1623.0, + 1625.4000244140625, + 1627.7999267578125, + 1624.0, + 1625.7999267578125, + 1625.4000244140625, + 1626.4000244140625, + 1626.0, + 1631.4000244140625, + 1632.7999267578125, + 1637.0, + 1639.4000244140625, + 1642.7999267578125, + 1646.7999267578125, + 1642.4000244140625, + 1647.4000244140625, + 1647.5999755859375, + 1648.199951171875, + 1649.5999755859375, + 1649.7999267578125, + 1650.5999755859375, + 1652.7999267578125, + 1652.5999755859375, + 1654.199951171875, + 1655.199951171875, + 1657.4000244140625, + 1657.5999755859375, + 1655.4000244140625, + 1657.4000244140625, + 1658.4000244140625, + 1655.0, + 1654.7999267578125, + 1654.0, + 1657.0, + 1656.0, + 1656.4000244140625, + 1661.0, + 1663.5999755859375, + 1661.0, + 1662.4000244140625, + 1660.0, + 1661.0, + 1659.199951171875, + 1658.4000244140625, + 1658.7999267578125, + 1658.7999267578125, + 1660.199951171875, + 1658.0, + 1658.199951171875, + 1656.7999267578125, + 1657.5999755859375, + 1657.7999267578125, + 1659.199951171875, + 1662.0, + 1660.5999755859375, + 1662.4000244140625, + 1662.199951171875, + 1660.5999755859375, + 1660.7999267578125, + 1660.7999267578125, + 1666.7999267578125, + 1664.4000244140625, + 1664.199951171875, + 1666.4000244140625, + 1665.0, + 1666.0, + 1666.0, + 1661.0, + 1660.5999755859375, + 1660.199951171875, + 1664.0, + 1667.199951171875, + 1669.199951171875, + 1669.5999755859375, + 1669.0, + 1672.0, + 1674.5999755859375, + 1672.5999755859375, + 1677.0, + 1679.4000244140625, + 1676.7999267578125, + 1676.5999755859375, + 1676.4000244140625, + 1677.4000244140625, + 1678.7999267578125, + 1677.5999755859375, + 1678.0, + 1682.0, + 1681.199951171875, + 1685.4000244140625, + 1688.7999267578125, + 1688.7999267578125, + 1688.5999755859375, + 1689.199951171875, + 1689.199951171875, + 1688.0, + 1684.199951171875, + 1680.7999267578125, + 1680.5999755859375, + 1679.7999267578125, + 1682.5999755859375, + 1679.4000244140625, + 1680.0, + 1680.199951171875, + 1675.7999267578125, + 1680.5999755859375, + 1680.0, + 1681.0, + 1680.5999755859375, + 1682.0, + 1683.7999267578125, + 1684.5999755859375, + 1684.0, + 1682.7999267578125, + 1683.4000244140625, + 1683.4000244140625, + 1684.5999755859375, + 1685.0, + 1687.0, + 1696.0, + 1696.5999755859375, + 1697.7999267578125, + 1698.7999267578125, + 1699.0, + 1701.199951171875, + 1701.199951171875, + 1705.5999755859375, + 1706.7999267578125, + 1700.4000244140625, + 1701.0, + 1702.199951171875, + 1698.0, + 1696.199951171875, + 1693.4000244140625, + 1692.7999267578125, + 1693.5999755859375, + 1690.199951171875, + 1690.199951171875, + 1690.5999755859375, + 1690.7999267578125, + 1691.199951171875, + 1690.4000244140625, + 1690.7999267578125, + 1688.0, + 1688.7999267578125, + 1689.7999267578125, + 1691.199951171875, + 1691.199951171875, + 1692.0, + 1691.4000244140625, + 1697.4000244140625, + 1697.7999267578125, + 1695.4000244140625, + 1687.199951171875, + 1690.0, + 1686.199951171875, + 1684.199951171875, + 1683.5999755859375, + 1687.199951171875, + 1688.0, + 1686.0, + 1686.199951171875, + 1686.7999267578125, + 1680.4000244140625, + 1680.5999755859375, + 1678.0, + 1677.5999755859375, + 1675.5999755859375, + 1672.5999755859375, + 1673.0, + 1672.5999755859375, + 1673.199951171875, + 1670.199951171875, + 1670.4000244140625, + 1674.199951171875, + 1683.0, + 1684.199951171875, + 1692.0, + 1692.0, + 1691.4000244140625, + 1693.5999755859375, + 1693.199951171875, + 1695.4000244140625, + 1695.0, + 1692.0, + 1694.7999267578125, + 1698.4000244140625, + 1694.5999755859375, + 1701.5999755859375, + 1701.4000244140625, + 1702.0, + 1699.199951171875, + 1698.5999755859375, + 1697.7999267578125, + 1695.4000244140625, + 1692.5999755859375, + 1692.0, + 1692.0, + 1692.199951171875, + 1692.5999755859375, + 1693.199951171875, + 1695.7999267578125, + 1689.5999755859375, + 1689.5999755859375, + 1690.199951171875, + 1685.0, + 1684.5999755859375, + 1686.5999755859375, + 1687.4000244140625, + 1686.0, + 1689.199951171875, + 1688.7999267578125, + 1688.0, + 1693.7999267578125, + 1694.199951171875, + 1694.199951171875, + 1698.5999755859375, + 1701.7999267578125, + 1696.199951171875, + 1695.4000244140625, + 1695.199951171875, + 1695.0, + 1694.5999755859375, + 1695.199951171875, + 1699.199951171875, + 1698.5999755859375, + 1698.5999755859375, + 1702.199951171875, + 1703.199951171875, + 1702.7999267578125, + 1702.5999755859375, + 1702.7999267578125, + 1703.5999755859375, + 1703.199951171875, + 1702.4000244140625, + 1703.5999755859375, + 1703.4000244140625, + 1703.7999267578125, + 1704.5999755859375, + 1703.7999267578125, + 1703.7999267578125, + 1709.7999267578125, + 1709.4000244140625, + 1710.0, + 1707.7999267578125, + 1704.0, + 1704.199951171875, + 1702.199951171875, + 1702.5999755859375, + 1702.5999755859375, + 1703.4000244140625, + 1703.7999267578125, + 1704.199951171875, + 1704.199951171875, + 1704.0, + 1703.199951171875, + 1701.4000244140625, + 1701.199951171875, + 1701.5999755859375, + 1699.199951171875, + 1699.7999267578125, + 1700.4000244140625, + 1698.199951171875, + 1695.7999267578125, + 1696.5999755859375, + 1697.4000244140625, + 1699.7999267578125, + 1701.7999267578125, + 1702.7999267578125, + 1703.0, + 1705.199951171875, + 1706.7999267578125, + 1707.0, + 1707.199951171875, + 1707.5999755859375, + 1704.5999755859375, + 1704.4000244140625, + 1704.5999755859375, + 1702.0, + 1703.7999267578125, + 1704.199951171875, + 1701.0, + 1699.7999267578125, + 1700.7999267578125, + 1703.5999755859375, + 1706.199951171875, + 1706.5999755859375, + 1706.7999267578125, + 1706.4000244140625, + 1706.7999267578125, + 1706.7999267578125, + 1706.199951171875, + 1707.4000244140625, + 1706.5999755859375, + 1706.199951171875, + 1705.7999267578125, + 1705.0, + 1705.4000244140625, + 1709.5999755859375, + 1709.7999267578125, + 1709.5999755859375, + 1709.199951171875, + 1705.5999755859375, + 1709.4000244140625, + 1705.4000244140625, + 1707.5999755859375, + 1706.7999267578125, + 1707.4000244140625, + 1707.5999755859375, + 1708.199951171875, + 1708.0, + 1708.199951171875, + 1709.0, + 1709.7999267578125, + 1709.5999755859375, + 1709.199951171875, + 1709.5999755859375, + 1708.4000244140625, + 1709.4000244140625, + 1710.0, + 1709.4000244140625, + 1708.7999267578125, + 1711.5999755859375, + 1714.0, + 1713.7999267578125, + 1716.0, + 1716.4000244140625, + 1720.4000244140625, + 1718.7999267578125, + 1719.7999267578125, + 1719.4000244140625 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 1.4217751413525548e-05, + 2.9439986974466592e-05, + 2.736262649705168e-05, + 2.4441720597678795e-05, + 2.203381336585153e-05, + 2.001830216613598e-05, + 1.8371938494965434e-05, + 1.700260145298671e-05, + 1.5747998986626044e-05, + 1.4667736650153529e-05, + 1.3663079698744696e-05, + 1.2803647223336156e-05, + 1.2054728358634748e-05, + 1.1387699487386271e-05, + 1.0797732102219015e-05, + 1.0276560715283267e-05, + 9.803706234379206e-06, + 9.362303899251856e-06, + 8.975803211797029e-06, + 8.628595423942897e-06, + 8.311705641972367e-06, + 8.019650522328448e-06, + 7.744751201244071e-06, + 7.494335477531422e-06, + 7.261417977133533e-06, + 7.048775842122268e-06, + 6.851152193121379e-06, + 6.66396772430744e-06, + 6.487887276307447e-06, + 6.3223169490811415e-06, + 6.16704437561566e-06, + 6.021768513164716e-06, + 5.884877282369416e-06, + 5.753369805461261e-06, + 5.623739525617566e-06, + 5.498812242876738e-06, + 5.381476057664258e-06, + 5.2693831094074994e-06, + 5.161087756277993e-06, + 5.057107500761049e-06, + 4.95789072374464e-06, + 4.861650722887134e-06, + 4.767782229464501e-06, + 4.676188382291002e-06, + 4.5884348764957394e-06, + 4.503423497226322e-06, + 4.421297489898279e-06, + 4.343283308116952e-06, + 4.268454176781233e-06, + 4.195534984319238e-06, + 4.125196483073523e-06, + 4.057581463712268e-06, + 3.992953224951634e-06, + 3.931245373678394e-06, + 3.870580712828087e-06, + 3.8115958886919543e-06, + 3.754500994546106e-06, + 3.700194383782218e-06, + 3.6477715639193775e-06, + 3.5971399938716786e-06, + 3.5483483316056663e-06, + 3.5005382414965425e-06, + 3.4542413231974933e-06, + 3.4094230159098515e-06, + 3.365711791047943e-06, + 3.323659939269419e-06, + 3.2828088478709105e-06, + 3.242929324187571e-06, + 3.2039222332969075e-06, + 3.166021770084626e-06, + 3.129476908725337e-06, + 3.09378719975939e-06, + 3.059159780605114e-06, + 3.0256412628659746e-06, + 2.993183670696453e-06, + 2.9615857783937827e-06, + 2.930626578745432e-06, + 2.900504114222713e-06, + 2.871113565561245e-06, + 2.842669118763297e-06, + 2.8150034268037416e-06, + 2.7879918889084365e-06, + 2.7614696591626853e-06, + 2.735448560997611e-06, + 2.710163244046271e-06, + 2.685142135305796e-06, + 2.660641257534735e-06, + 2.636727685967344e-06, + 2.6132649963983567e-06, + 2.590098574728472e-06, + 2.567290948718437e-06, + 2.5449762688367628e-06, + 2.5230467599612894e-06, + 2.501654989828239e-06, + 2.4808718990243506e-06, + 2.4605863018223317e-06, + 2.4409637262579054e-06, + 2.421717681500013e-06, + 2.4029338874242967e-06, + 2.3846491785661783e-06, + 2.366925627939054e-06, + 2.3496063477068674e-06, + 2.332500571355922e-06, + 2.3155935195973143e-06, + 2.2988665477896575e-06, + 2.282312152601662e-06, + 2.2658603029412916e-06, + 2.2497374629892875e-06, + 2.2339072529575787e-06, + 2.2182557586347684e-06, + 2.202908490289701e-06, + 2.1877835933992174e-06, + 2.1728801584686153e-06, + 2.157907374567003e-06, + 2.143060328307911e-06, + 2.128312416971312e-06, + 2.1136647774255835e-06, + 2.099193579851999e-06, + 2.0848742678936105e-06, + 2.0705742826976348e-06, + 2.0563284124364145e-06, + 2.04218554245017e-06, + 2.028367134698783e-06, + 2.0148581825196743e-06, + 2.001585471589351e-06, + 1.9885958408849547e-06, + 1.975876330106985e-06, + 1.963410795724485e-06, + 1.95114012058184e-06, + 1.9390768102311995e-06, + 1.9271662949904567e-06, + 1.915318534884136e-06, + 1.9036136791328317e-06, + 1.892035584205587e-06, + 1.8806850903274608e-06, + 1.8695160406423383e-06, + 1.8584692043077666e-06, + 1.8476184777682647e-06, + 1.8368928067502566e-06, + 1.8263145875607734e-06, + 1.8159779529014486e-06, + 1.805793999665184e-06, + 1.795658363334951e-06, + 1.7856510794445057e-06, + 1.7757348587110755e-06, + 1.76597109202703e-06, + 1.7562383618496824e-06, + 1.746629322951776e-06, + 1.7371717149217147e-06, + 1.7278479162996518e-06, + 1.718647013149166e-06, + 1.7096554074669257e-06, + 1.7008230770443333e-06, + 1.6921221686061472e-06, + 1.683532332208415e-06, + 1.6751035900597344e-06, + 1.6668586795276497e-06, + 1.6587266600254225e-06, + 1.650791546126129e-06, + 1.6429523839178728e-06, + 1.6351981457773945e-06, + 1.6275201915050275e-06, + 1.6199035144381924e-06, + 1.6123429986691917e-06, + 1.6049056057454436e-06, + 1.5976040685927728e-06, + 1.5904786323517328e-06, + 1.5834464193176245e-06, + 1.5764862837386318e-06, + 1.5696712125645718e-06, + 1.5629049130438943e-06, + 1.5561889767923276e-06, + 1.5495973002543906e-06, + 1.5431105566676706e-06, + 1.5367264722954133e-06, + 1.5303702411983977e-06, + 1.524072104075458e-06, + 1.5178175090113655e-06, + 1.5117382190510398e-06, + 1.505737373008742e-06, + 1.4998306596680777e-06, + 1.4939854509066208e-06, + 1.4881502465868834e-06, + 1.4823664287177962e-06, + 1.476590796301025e-06, + 1.4708698472531978e-06, + 1.4652424624728155e-06, + 1.4595989341614768e-06, + 1.4540008805852267e-06, + 1.4484303392237052e-06, + 1.442880147806136e-06, + 1.4372863006428815e-06, + 1.4317627119453391e-06, + 1.426261860615341e-06, + 1.4207570302460226e-06, + 1.4152273024592432e-06, + 1.4098051224209485e-06, + 1.4042811926628929e-06, + 1.3988772025186336e-06, + 1.3934486560174264e-06, + 1.3880352298656362e-06, + 1.3824953839502996e-06, + 1.3769181350653525e-06, + 1.3712885902350536e-06, + 1.3656566579811624e-06, + 1.3599568546851515e-06, + 1.3542237411456881e-06, + 1.3484550436260179e-06, + 1.3425618590190425e-06, + 1.3366020539251622e-06, + 1.3306652135725017e-06, + 1.324649247180787e-06, + 1.3185992884245934e-06, + 1.3125437590133515e-06, + 1.3064050108368974e-06, + 1.3001821344005293e-06, + 1.2939905218445347e-06, + 1.2877234212282929e-06, + 1.281388108509418e-06, + 1.2751173699143692e-06, + 1.2687045227721683e-06, + 1.2623022485058755e-06, + 1.255936581401329e-06, + 1.249562615157629e-06, + 1.2431678442226257e-06, + 1.2368118404992856e-06, + 1.2305406471568858e-06, + 1.224170659952506e-06, + 1.217806016029499e-06, + 1.2115245908717043e-06, + 1.2051663134116097e-06, + 1.1987752941422514e-06, + 1.192398144667095e-06, + 1.1860778386107995e-06, + 1.1797369552368764e-06, + 1.1734787221939769e-06, + 1.1672869959511445e-06, + 1.161113686976023e-06, + 1.1550032468221616e-06, + 1.1489401003927924e-06, + 1.1429780215621577e-06, + 1.137085746449884e-06, + 1.131229169004655e-06, + 1.1255045819780207e-06, + 1.1198421816516202e-06, + 1.1142104767714045e-06, + 1.1085759297202458e-06, + 1.1030051609850489e-06, + 1.097498511626327e-06, + 1.0920113027168554e-06, + 1.0866023103517364e-06, + 1.081270625036268e-06, + 1.0759830502138357e-06, + 1.0707362889661454e-06, + 1.0655775213308516e-06, + 1.0604685485304799e-06, + 1.0554202845014515e-06, + 1.050368382493616e-06, + 1.0453970844537253e-06, + 1.0404869499325287e-06, + 1.0355933000028017e-06, + 1.0307479669791064e-06, + 1.0259358305120259e-06, + 1.0211623475697706e-06, + 1.0163934121010243e-06, + 1.0116716566699324e-06, + 1.0070107236970216e-06, + 1.0024119774243445e-06, + 9.978527941711945e-07, + 9.933233968695276e-07, + 9.88852320915612e-07, + 9.844641226663953e-07, + 9.80124809757399e-07, + 9.75834723249136e-07, + 9.715668056742288e-07, + 9.67321170719515e-07, + 9.631215789340786e-07, + 9.589821274857968e-07, + 9.549082733428804e-07, + 9.508628977528133e-07, + 9.468569714954356e-07, + 9.429070360056357e-07, + 9.390004720444267e-07, + 9.351236940347007e-07, + 9.312875022260414e-07, + 9.274829153582687e-07, + 9.237132303496765e-07, + 9.199688975058962e-07, + 9.162560559161648e-07, + 9.125816404775833e-07, + 9.089596346711915e-07, + 9.05359513581061e-07, + 9.017643378683715e-07, + 8.98212874744786e-07, + 8.94701202014403e-07, + 8.912405178307381e-07, + 8.878053563421417e-07, + 8.843837235872343e-07, + 8.809806217868754e-07, + 8.776010531619249e-07, + 8.742720751797606e-07, + 8.709772032489127e-07, + 8.677072855789447e-07, + 8.644668696433655e-07, + 8.612353781245474e-07, + 8.580387884649099e-07, + 8.548716436962422e-07, + 8.517431524524e-07, + 8.486338742841326e-07, + 8.455652391603508e-07, + 8.425180340054794e-07, + 8.394971473535406e-07, + 8.364959285245277e-07, + 8.335138659276708e-07, + 8.305503911287815e-07, + 8.27598398700502e-07, + 8.246627203334356e-07, + 8.21753246782464e-07, + 8.188735591829754e-07, + 8.16011379356496e-07, + 8.131705158120894e-07, + 8.103556865535211e-07, + 8.075285791164788e-07, + 8.047304049796367e-07, + 8.019529786906787e-07, + 7.992062478479056e-07, + 7.964700330376218e-07, + 7.937586019579612e-07, + 7.910692261248187e-07, + 7.88397471751523e-07, + 7.857458967919229e-07, + 7.831230846022663e-07, + 7.805139716765552e-07, + 7.77924924477702e-07, + 7.753570798740839e-07, + 7.728189075351111e-07, + 7.702972197876079e-07, + 7.678008273614978e-07, + 7.653253533135285e-07, + 7.628587468389014e-07, + 7.604113534398493e-07, + 7.579919270028768e-07, + 7.55587279854808e-07, + 7.532004815402615e-07, + 7.508199928452086e-07, + 7.484666753043712e-07, + 7.461210316250799e-07, + 7.438013653882081e-07, + 7.414948299810931e-07, + 7.392060865640815e-07, + 7.369282002400723e-07, + 7.346690722442872e-07, + 7.324285888898885e-07, + 7.301912319235271e-07, + 7.279671194737602e-07, + 7.257631295942701e-07, + 7.235701104946202e-07, + 7.213868684630143e-07, + 7.192220436991192e-07, + 7.170768867581501e-07, + 7.14949635494122e-07, + 7.128326728889078e-07, + 7.107296369213145e-07, + 7.086351843099692e-07, + 7.065544309625693e-07, + 7.044920948828803e-07, + 7.024381147857639e-07, + 7.003988002907136e-07, + 6.983696039242204e-07, + 6.963545047256048e-07, + 6.943586186025641e-07, + 6.923692126292735e-07, + 6.903946996317245e-07, + 6.884311574140156e-07, + 6.864800070616184e-07, + 6.845428401902609e-07, + 6.826188041486603e-07, + 6.807208023928979e-07, + 6.788301902815874e-07, + 6.769541869289242e-07, + 6.75087960644305e-07, + 6.732316251145676e-07, + 6.713860898344137e-07, + 6.695530601064092e-07, + 6.677330475213239e-07, + 6.659277573817235e-07, + 6.641346885771782e-07, + 6.623517379011901e-07, + 6.605894213862484e-07, + 6.588300607290876e-07, + 6.570829214069818e-07, + 6.553499929395912e-07, + 6.536243972732336e-07, + 6.519135808957799e-07, + 6.502123142126948e-07, + 6.485208245976537e-07, + 6.468426931860449e-07, + 6.451734861911973e-07, + 6.435214459088456e-07, + 6.418693487830751e-07, + 6.402300414265483e-07, + 6.386042628037103e-07, + 6.369921266013989e-07, + 6.353890853461053e-07, + 6.337941726997087e-07, + 6.322109697975975e-07, + 6.306366344688286e-07, + 6.290725877988734e-07, + 6.27517238172004e-07, + 6.259756446524989e-07, + 6.24444169261551e-07, + 6.229228119991603e-07, + 6.214104359969497e-07, + 6.199073254720133e-07, + 6.184130256770004e-07, + 6.169358925944834e-07, + 6.154632501420565e-07, + 6.140018058431451e-07, + 6.12548433309712e-07, + 6.111101811256958e-07, + 6.09675055329717e-07, + 6.082484560465673e-07, + 6.068308948670165e-07, + 6.054199843674724e-07, + 6.040154403308406e-07, + 6.026215828569548e-07, + 6.012356834617094e-07, + 5.998596748213458e-07, + 5.984908284517587e-07, + 5.971289169792726e-07, + 5.957694497737975e-07, + 5.944178269601252e-07, + 5.930716611146636e-07, + 5.917323164794652e-07, + 5.903995656808547e-07, + 5.890734655622509e-07, + 5.877565172340837e-07, + 5.864473564543005e-07, + 5.851380251442606e-07, + 5.838375045641442e-07, + 5.825431799166836e-07, + 5.812553354189731e-07, + 5.7997510793939e-07, + 5.787046006844321e-07, + 5.774431883764919e-07, + 5.761872898801812e-07, + 5.749415663558466e-07, + 5.73702379824681e-07, + 5.724677407670242e-07, + 5.712392407986044e-07, + 5.700164251720707e-07, + 5.687992370440043e-07, + 5.675914280800498e-07, + 5.663932824973017e-07, + 5.652040613313147e-07, + 5.640220592795231e-07, + 5.628490953313303e-07, + 5.616817020381859e-07, + 5.605201636171842e-07, + 5.59363684260461e-07, + 5.582170956586197e-07, + 5.570750545302872e-07, + 5.559412556976895e-07, + 5.548144486056117e-07, + 5.536926437343936e-07, + 5.525773758563446e-07, + 5.514712597687321e-07, + 5.503683269125759e-07, + 5.492706804943737e-07, + 5.48176899428654e-07, + 5.470919290928578e-07, + 5.460134957502305e-07, + 5.449415425573534e-07, + 5.438781727207243e-07, + 5.428229883364111e-07, + 5.417705324362032e-07, + 5.407202365859121e-07, + 5.396730671236583e-07, + 5.386376074056898e-07, + 5.376072635954188e-07, + 5.365822062231018e-07, + 5.355636858439539e-07, + 5.345473823581415e-07, + 5.335406285666977e-07, + 5.325421170709888e-07, + 5.315451971910079e-07, + 5.305529384713736e-07, + 5.295635787661013e-07, + 5.285783686304057e-07, + 5.275971375340305e-07, + 5.266190896691114e-07, + 5.256456461211201e-07, + 5.246766363597999e-07, + 5.23712401445664e-07, + 5.227515771366598e-07, + 5.217935381551797e-07, + 5.208389666222502e-07, + 5.198893973101804e-07, + 5.189459102439287e-07, + 5.180096422918723e-07, + 5.170775807528116e-07, + 5.161510898687993e-07, + 5.15235626608046e-07, + 5.143216981196019e-07, + 5.134137381901382e-07, + 5.125112920723041e-07, + 5.116094712320773e-07, + 5.10715267409978e-07, + 5.098265205560892e-07, + 5.089394790047663e-07, + 5.080541995994281e-07, + 5.071740929452062e-07, + 5.063034222985152e-07, + 5.054371285950765e-07, + 5.045725970376225e-07, + 5.037137498220545e-07, + 5.028599616707652e-07, + 5.020100957153772e-07, + 5.011630719309323e-07, + 5.003193450647814e-07, + 4.994795972379507e-07, + 4.986420663044555e-07, + 4.978062406735262e-07, + 4.96968709740031e-07, + 4.961301556249964e-07, + 4.952952394887689e-07, + 4.944590727973264e-07, + 4.936239292874234e-07, + 4.927928785036784e-07, + 4.919634193356615e-07, + 4.911318569611467e-07, + 4.903043873127899e-07, + 4.894802145827271e-07, + 4.88660191422241e-07, + 4.878382355855138e-07, + 4.870176439908391e-07, + 4.862001787842019e-07, + 4.853876021115866e-07, + 4.845762759941863e-07, + 4.837685310121742e-07, + 4.829625481761468e-07, + 4.821584411729418e-07, + 4.81357119497261e-07, + 4.805589810530364e-07, + 4.797645942744566e-07, + 4.789740160049405e-07, + 4.781873599313258e-07, + 4.774049102707068e-07, + 4.766271786138532e-07, + 4.75853767056833e-07, + 4.7508549982921977e-07, + 4.743200179291307e-07, + 4.7356044774460315e-07, + 4.7279959858315124e-07, + 4.7204156317093293e-07, + 4.7128543201324646e-07, + 4.705320861830842e-07, + 4.6978186674095923e-07, + 4.690355694947357e-07, + 4.6829256916680606e-07, + 4.6755255311836663e-07, + 4.668147539632628e-07, + 4.660794843402982e-07, + 4.653470568882767e-07, + 4.646178126677114e-07, + 4.6389115482270427e-07, + 4.6316631596710067e-07, + 4.6244443296927784e-07, + 4.617247952865e-07, + 4.610067776411597e-07, + 4.602897831773589e-07, + 4.595757729930483e-07, + 4.5886397970207327e-07, + 4.5815687599315424e-07, + 4.574517049604765e-07, + 4.567499445329304e-07, + 4.560531579045346e-07, + 4.553591850253724e-07, + 4.5466950382433424e-07, + 4.539821816251788e-07, + 4.532952857516648e-07, + 4.5261100467541837e-07, + 4.5192922470960184e-07, + 4.512506848186604e-07, + 4.505749302552431e-07, + 4.499023305015726e-07, + 4.492335108352563e-07, + 4.48566339628087e-07, + 4.479022663872456e-07, + 4.472424564028188e-07, + 4.465834138045466e-07, + 4.4592715653379855e-07, + 4.452727466741635e-07, + 4.4462041159931687e-07, + 4.439695544533606e-07, + 4.4331989101920044e-07, + 4.42672387634957e-07, + 4.4202931803738466e-07, + 4.4138721477793297e-07, + 4.4074741367694514e-07, + 4.4010999999954947e-07, + 4.394738937207876e-07, + 4.3884062961296877e-07, + 4.382091276511346e-07, + 4.375791320399003e-07, + 4.369529449377296e-07, + 4.363287757769285e-07, + 4.357069087745913e-07, + 4.350884807990951e-07, + 4.3447238340377226e-07, + 4.338579913110152e-07, + 4.3324490661689197e-07, + 4.32635800962089e-07, + 4.3202859956181783e-07, + 4.314241550673614e-07, + 4.308214442971803e-07, + 4.30220836733497e-07, + 4.2962159341186634e-07, + 4.2902493646579387e-07, + 4.284292174361326e-07, + 4.2783639742083324e-07, + 4.2724693116724666e-07, + 4.2665948285502964e-07, + 4.2607422301443876e-07, + 4.2549200429675693e-07, + 4.249113487730938e-07, + 4.2433350699866423e-07, + 4.237560631281667e-07, + 4.231803814036539e-07, + 4.226056660172617e-07, + 4.220318032821524e-07, + 4.2145899215029203e-07, + 4.2088848317689553e-07, + 4.2032061742247606e-07, + 4.1975366116275836e-07, + 4.191869322767161e-07, + 4.1862122657221335e-07, + 4.1805688510976324e-07, + 4.174961532044108e-07, + 4.1693729713188077e-07, + 4.163827327374747e-07, + 4.1583217580409837e-07, + 4.152835515469633e-07, + 4.14736035736496e-07, + 4.14189202047055e-07, + 4.1364455682924017e-07, + 4.131009916363837e-07, + 4.125591601678025e-07, + 4.1201911926691537e-07, + 4.114808973554318e-07, + 4.109444944333518e-07, + 4.104119568637543e-07, + 4.098805845842435e-07, + 4.093530208137963e-07, + 4.08827759201813e-07, + 4.0830437342265213e-07, + 4.077831192716985e-07, + 4.0726462202655966e-07, + 4.067507006766391e-07, + 4.0624004782330303e-07, + 4.057291675962915e-07, + 4.052212716487702e-07, + 4.0471391571372806e-07, + 4.04205309223471e-07, + 4.0369732801082137e-07, + 4.0319119420928473e-07, + 4.026865383366385e-07, + 4.0218264985014684e-07, + 4.016810066787002e-07, + 4.0118015931511763e-07, + 4.006801077593991e-07, + 4.001827846877859e-07, + 3.996864279542933e-07, + 3.991917196799477e-07, + 3.986982335391076e-07, + 3.982063390139956e-07, + 3.977143592237553e-07, + 3.9722343103676394e-07, + 3.96732730223448e-07, + 3.9624285363970557e-07, + 3.9575346022502345e-07, + 3.952643226057262e-07, + 3.94778027157372e-07, + 3.9429173170901777e-07, + 3.9380682892442564e-07, + 3.9332326196017675e-07, + 3.9284071817746735e-07, + 3.9235959548022947e-07, + 3.918796949164971e-07, + 3.914006185823382e-07, + 3.9092304859877913e-07, + 3.904464449533407e-07, + 3.899710065979889e-07, + 3.8949639247221057e-07, + 3.890231141667755e-07, + 3.885518822244194e-07, + 3.8808153135505563e-07, + 3.8761228893235966e-07, + 3.871454055115464e-07, + 3.866799715979141e-07, + 3.862161293000099e-07, + 3.8575285543629434e-07, + 3.852912016100163e-07, + 3.848308267606626e-07, + 3.843705371764372e-07, + 3.8391084444810986e-07, + 3.8345325492628035e-07, + 3.829966601642809e-07, + 3.8254202650023217e-07, + 3.820884728611418e-07, + 3.8163673821145494e-07, + 3.8118653833407734e-07, + 3.8073756059020525e-07, + 3.802898618232575e-07, + 3.7984307255101157e-07, + 3.7939818753329746e-07, + 3.789544962273794e-07, + 3.785124818023178e-07, + 3.7807151898050506e-07, + 3.7763177829219785e-07, + 3.771929470985924e-07, + 3.767545990740473e-07, + 3.763178710869397e-07, + 3.758819673294056e-07, + 3.7544731412708643e-07, + 3.750143093839142e-07, + 3.745825267742475e-07, + 3.741519094546675e-07, + 3.737210079179931e-07, + 3.7329195379243174e-07, + 3.7286417864379473e-07, + 3.724370287727652e-07, + 3.720114136740449e-07, + 3.715867649134452e-07, + 3.7116330986464163e-07, + 3.7074229908284906e-07, + 3.703225388562714e-07, + 3.699040860283276e-07, + 3.6948583215234976e-07, + 3.6906797618030396e-07, + 3.6865074548586563e-07, + 3.682345663946762e-07, + 3.6781972312383004e-07, + 3.674052777569159e-07, + 3.6699131555906206e-07, + 3.665790018203552e-07, + 3.661667733467766e-07, + 3.6575511330738664e-07, + 3.6534521541398135e-07, + 3.649364543889533e-07, + 3.645289154974307e-07, + 3.641222576789005e-07, + 3.6371633882481547e-07, + 3.6331184105620196e-07, + 3.6290836646912794e-07, + 3.625050339906011e-07, + 3.621029804889986e-07, + 3.617010406742338e-07, + 3.6129938507656334e-07, + 3.608988095038512e-07, + 3.6049937079951633e-07, + 3.601009268550115e-07, + 3.597035345137556e-07, + 3.5930750641455234e-07, + 3.589134678350092e-07, + 3.5852124824486964e-07, + 3.5813013710139785e-07, + 3.5774024809143157e-07, + 3.573507569853973e-07, + 3.5696305644705717e-07, + 3.5657623698170937e-07, + 3.5619041227619164e-07, + 3.5580660551204346e-07, + 3.55422713482767e-07, + 3.5503995832186774e-07, + 3.54658027390542e-07, + 3.5427714806246513e-07, + 3.538970076988335e-07, + 3.5351743576939043e-07, + 3.5313868806952087e-07, + 3.527610772380285e-07, + 3.523847169617511e-07, + 3.5200923775846604e-07, + 3.516347248933016e-07, + 3.5126092257087294e-07, + 3.508880013214366e-07, + 3.5051562008447945e-07, + 3.501422156659828e-07, + 3.4976966389876907e-07, + 3.4939779425258166e-07, + 3.490266919925489e-07, + 3.486565276489273e-07, + 3.4828684647436603e-07, + 3.479181316379254e-07, + 3.4754941680148477e-07, + 3.471814125077799e-07, + 3.468157387942483e-07, + 3.464508893102902e-07, + 3.4608672194735846e-07, + 3.4572437357383023e-07, + 3.4536336102064524e-07, + 3.450038832397695e-07, + 3.446454002187238e-07, + 3.442876561621233e-07, + 3.439315605646698e-07, + 3.43576374461918e-07, + 3.4322201258873974e-07, + 3.428685033668444e-07, + 3.4251578995281307e-07, + 3.421641281420307e-07, + 3.4181329056082177e-07, + 3.414638740650844e-07, + 3.411152249555016e-07, + 3.407672011235263e-07, + 3.404197173040302e-07, + 3.400731145575264e-07, + 3.3972725077546784e-07, + 3.393823533315299e-07, + 3.3903711482707877e-07, + 3.3869264370878227e-07, + 3.38349508410829e-07, + 3.380088458015962e-07, + 3.3766846740945766e-07, + 3.3732968063304725e-07, + 3.3699214441185177e-07, + 3.3665551768535806e-07, + 3.363190046457021e-07, + 3.359831737270724e-07, + 3.3564853652023885e-07, + 3.353146951212693e-07, + 3.3498156426503556e-07, + 3.346504797718808e-07, + 3.3432016266488063e-07, + 3.3399112453480484e-07, + 3.336629674777214e-07, + 3.3333594728901517e-07, + 3.3301031976407103e-07, + 3.3268540278186265e-07, + 3.3236131002922775e-07, + 3.3203787097590975e-07, + 3.31715767742935e-07, + 3.313944034744054e-07, + 3.3107306762758526e-07, + 3.307507938643539e-07, + 3.3042906011360174e-07, + 3.301066158201138e-07, + 3.2978491049107106e-07, + 3.294641146567301e-07, + 3.291436598829023e-07, + 3.2882402933864796e-07, + 3.285047398549068e-07, + 3.2818630302244856e-07, + 3.278691451669147e-07, + 3.2755224310676567e-07, + 3.2723542631174496e-07, + 3.2692003060219577e-07, + 3.266040948801674e-07, + 3.2628892654429364e-07, + 3.259744119077368e-07, + 3.25661090982976e-07, + 3.253486511312076e-07, + 3.250370923524315e-07, + 3.2472669886374206e-07, + 3.244175275085581e-07, + 3.241092088046571e-07, + 3.238015722217824e-07, + 3.2349461775993404e-07, + 3.2318828857569315e-07, + 3.228825562473503e-07, + 3.225770797143923e-07, + 3.222734221708379e-07, + 3.2197041832660034e-07, + 3.2166801133826084e-07, + 3.213672528090683e-07, + 3.2106723324432096e-07, + 3.2076752631837735e-07, + 3.2046838782662235e-07, + 3.201701304078597e-07, + 3.1987198667593475e-07, + 3.1957461033016443e-07, + 3.192780582139676e-07, + 3.189811650372576e-07, + 3.186848402947362e-07, + 3.183891408298223e-07, + 3.180933845214895e-07, + 3.1779777032170387e-07, + 3.1750374773764634e-07, + 3.172105493831623e-07, + 3.1691803314970457e-07, + 3.166261990372732e-07, + 3.1633507546757755e-07, + 3.1604452033207053e-07, + 3.157539367748541e-07, + 3.154640637603734e-07, + 3.1517487286691903e-07, + 3.1488568197346467e-07, + 3.1459697424907063e-07, + 3.1430900548912177e-07, + 3.140216904284898e-07, + 3.1373500064546533e-07, + 3.1344879403150117e-07, + 3.1316326953856333e-07, + 3.1287854085348954e-07, + 3.125942100723478e-07, + 3.123105898339418e-07, + 3.120274811863055e-07, + 3.11744884129439e-07, + 3.114630260370177e-07, + 3.1118179322220385e-07, + 3.1090021934687684e-07, + 3.106192991708667e-07, + 3.103389190073358e-07, + 3.100595051819255e-07, + 3.097813134900207e-07, + 3.095036902323045e-07, + 3.092269764692901e-07, + 3.0895080271875486e-07, + 3.0867522582411766e-07, + 3.084001605202502e-07, + 3.081255783854431e-07, + 3.078515362631151e-07, + 3.0757803415326634e-07, + 3.073052141644439e-07, + 3.070330762966478e-07, + 3.06761819501844e-07, + 3.064911879846477e-07, + 3.0622106805822114e-07, + 3.0595185762649635e-07, + 3.0568318720725074e-07, + 3.05414971535356e-07, + 3.0514766535816307e-07, + 3.0488132551909075e-07, + 3.0461538358395046e-07, + 3.0434989639616106e-07, + 3.0408460816033767e-07, + 3.038195472981897e-07, + 3.0355491276168323e-07, + 3.032907898159465e-07, + 3.0302686582217575e-07, + 3.027632828889182e-07, + 3.0250018312472093e-07, + 3.0223762337300286e-07, + 3.0197557521205454e-07, + 3.017145218109363e-07, + 3.014540368440066e-07, + 3.011940634678467e-07, + 3.00935028008098e-07, + 3.006762483437342e-07, + 3.004179518484307e-07, + 3.0016067853466666e-07, + 2.999041157636384e-07, + 2.9964795089654217e-07, + 2.9939187129457423e-07, + 2.9913593380115344e-07, + 2.9888045105508354e-07, + 2.986254798997834e-07, + 2.9837110560038127e-07, + 2.9811721447003947e-07, + 2.978638349304674e-07, + 2.97611023825084e-07, + 2.973585537802137e-07, + 2.971067374346603e-07, + 2.9685548952329555e-07, + 2.966048100461194e-07, + 2.963547558465507e-07, + 2.961051848160423e-07, + 2.958554716769868e-07, + 2.95606270128701e-07, + 2.9535758017118496e-07, + 2.951094302261481e-07, + 2.948623318843602e-07, + 2.946152051208628e-07, + 2.9436912996061437e-07, + 2.941232253306225e-07, + 2.9387797439994756e-07, + 2.936330929514952e-07, + 2.9338869467210316e-07, + 2.931446658749337e-07, + 2.9290117709024344e-07, + 2.9265814305290405e-07, + 2.9241547849778726e-07, + 2.921732118466025e-07, + 2.9193142836447805e-07, + 2.9169015647312335e-07, + 2.9144933932911954e-07, + 2.9120920430614206e-07, + 2.909693535002589e-07, + 2.9072992902001715e-07, + 2.904910445522546e-07, + 2.902527569403901e-07, + 2.90014497750235e-07, + 2.897763806686271e-07, + 2.895387751777889e-07, + 2.893013402172073e-07, + 2.890643315822672e-07, + 2.888272092604893e-07, + 2.885907974814472e-07, + 2.883547267629183e-07, + 2.8811913921344967e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.00036612461553886533, + 0.0018520832527428865, + 0.0017550711054354906, + 0.0015753615880385041, + 0.0014212023233994842, + 0.0012905950425192714, + 0.0011834449833258986, + 0.0010973146418109536, + 0.0010173593182116747, + 0.0009479494765400887, + 0.0008830559672787786, + 0.0008273478015325963, + 0.0007786895148456097, + 0.0007352852262556553, + 0.0006968576926738024, + 0.0006628911942243576, + 0.0006324731511995196, + 0.0006040091393515468, + 0.0005790376453660429, + 0.0005565711762756109, + 0.0005360423238016665, + 0.000517105043400079, + 0.0004992674221284688, + 0.0004830097022932023, + 0.00046800656127743423, + 0.00045429207966662943, + 0.0004415326111484319, + 0.00042943633161485195, + 0.0004180490504950285, + 0.0004073346790391952, + 0.00039728140109218657, + 0.0003878711722791195, + 0.0003790008486248553, + 0.00037052345578558743, + 0.0003621611394919455, + 0.00035409722477197647, + 0.0003465191402938217, + 0.0003392762446310371, + 0.0003322757547721267, + 0.00032555172219872475, + 0.0003191336872987449, + 0.00031293247593566775, + 0.0003068809164687991, + 0.0003009731590282172, + 0.0002953106595668942, + 0.0002898230159189552, + 0.00028451980324462056, + 0.0002794804750010371, + 0.0002746455429587513, + 0.00026993281790055335, + 0.00026540085673332214, + 0.000261042732745409, + 0.0002568756463006139, + 0.0002528955228626728, + 0.0002489815524313599, + 0.00024517488782294095, + 0.00024148925149347633, + 0.00023798280744813383, + 0.00023460669035557657, + 0.0002313449076609686, + 0.00022820067533757538, + 0.00022511882707476616, + 0.0002221337636001408, + 0.00021924333123024553, + 0.00021642365027219057, + 0.0002137104602297768, + 0.00021107422071509063, + 0.0002085062296828255, + 0.0002059937542071566, + 0.0002035519719356671, + 0.00020119696273468435, + 0.00019889659597538412, + 0.00019666423031594604, + 0.00019450295076239854, + 0.00019240971596445888, + 0.00019037570746149868, + 0.00018838235700968653, + 0.0001864424702944234, + 0.00018454933888278902, + 0.00018271680164616555, + 0.000180934090167284, + 0.00017919324454851449, + 0.0001774836564436555, + 0.00017580611165612936, + 0.00017417865456081927, + 0.00017256785940844566, + 0.0001709902862785384, + 0.00016945025708992034, + 0.000167939011589624, + 0.0001664466253714636, + 0.0001649771147640422, + 0.00016353918181266636, + 0.00016212809714488685, + 0.00016075134044513106, + 0.00015941353922244161, + 0.00015810757759027183, + 0.00015684410755056888, + 0.00015560470637865365, + 0.0001543949038023129, + 0.00015321710088755935, + 0.000152075313962996, + 0.00015096095739863813, + 0.00014986019232310355, + 0.0001487720583099872, + 0.00014769533299840987, + 0.0001466296089347452, + 0.00014557036047335714, + 0.00014453216863330454, + 0.0001435126905562356, + 0.00014250585809350014, + 0.000141518481541425, + 0.00014054526400286704, + 0.00013958619092591107, + 0.00013862253399565816, + 0.00013766686606686562, + 0.00013671745546162128, + 0.00013577441859524697, + 0.00013484263035934418, + 0.00013392158143687993, + 0.00013300165301188827, + 0.00013208510063122958, + 0.0001311750675085932, + 0.00013028582907281816, + 0.00012941639579366893, + 0.0001285620965063572, + 0.00012772592890542, + 0.00012690707808360457, + 0.00012610531121026725, + 0.0001253160007763654, + 0.00012453996168915182, + 0.00012377365783322603, + 0.0001230113412020728, + 0.0001222581195179373, + 0.00012151299597462639, + 0.00012078246800228953, + 0.00012006422912236303, + 0.0001193537755170837, + 0.00011865586566273123, + 0.0001179659302579239, + 0.00011728541721822694, + 0.00011662038014037535, + 0.00011596512194955721, + 0.00011531291966093704, + 0.00011466892465250567, + 0.00011403128155507147, + 0.00011340340279275551, + 0.00011277745215920731, + 0.00011215940321562812, + 0.0001115510385716334, + 0.00011095124500570819, + 0.0001103593094740063, + 0.00010978079808410257, + 0.0001092129314201884, + 0.00010865349759114906, + 0.00010810115054482594, + 0.0001075591062544845, + 0.00010702884173952043, + 0.00010650579497450963, + 0.00010599537199595943, + 0.00010549109720159322, + 0.00010499223571969196, + 0.00010449862747918814, + 0.00010400891915196553, + 0.00010352278331993148, + 0.00010304452734999359, + 0.00010257496614940464, + 0.00010211671178694814, + 0.00010166442370973527, + 0.00010121671948581934, + 0.00010077864135382697, + 0.00010034366277977824, + 9.991189290303737e-05, + 9.948808292392641e-05, + 9.907098865369335e-05, + 9.866046457318589e-05, + 9.82517158263363e-05, + 9.784667054191232e-05, + 9.744439012138173e-05, + 9.70536275417544e-05, + 9.666788537288085e-05, + 9.628816042095423e-05, + 9.591237176209688e-05, + 9.553719428367913e-05, + 9.516529826214537e-05, + 9.47939115576446e-05, + 9.442601731279865e-05, + 9.40643367357552e-05, + 9.370159386890009e-05, + 9.334176138509065e-05, + 9.2983667855151e-05, + 9.262686944566667e-05, + 9.226723341271281e-05, + 9.191209392156452e-05, + 9.155839507002383e-05, + 9.120442700805143e-05, + 9.084904741030186e-05, + 9.050055086845532e-05, + 9.014549141284078e-05, + 8.979812264442444e-05, + 8.944916044129059e-05, + 8.91011513886042e-05, + 8.87449859874323e-05, + 8.83864049683325e-05, + 8.802462980384007e-05, + 8.766270184423774e-05, + 8.729637920623645e-05, + 8.692788833286613e-05, + 8.655709098093212e-05, + 8.617828279966488e-05, + 8.579516725149006e-05, + 8.541349961888045e-05, + 8.502673881594092e-05, + 8.463796257274225e-05, + 8.424882253166288e-05, + 8.385430555790663e-05, + 8.345435344381258e-05, + 8.305639494210482e-05, + 8.265356882475317e-05, + 8.22463262011297e-05, + 8.184323087334633e-05, + 8.143117156578228e-05, + 8.101978164631873e-05, + 8.061071275733411e-05, + 8.020109817152843e-05, + 7.979011570569128e-05, + 7.938161434140056e-05, + 7.897854084149003e-05, + 7.856910087866709e-05, + 7.815997378202155e-05, + 7.775638368912041e-05, + 7.734782411716878e-05, + 7.693715451750904e-05, + 7.652735075680539e-05, + 7.61211704229936e-05, + 7.571365858893842e-05, + 7.531143637606874e-05, + 7.491347059840336e-05, + 7.451685814885423e-05, + 7.412426930386573e-05, + 7.373469998128712e-05, + 7.335159898502752e-05, + 7.297296542674303e-05, + 7.259660924319178e-05, + 7.222871499834582e-05, + 7.186480797827244e-05, + 7.150285819079727e-05, + 7.114087929949164e-05, + 7.078296766849235e-05, + 7.042916695354506e-05, + 7.007660315139219e-05, + 6.972903793212026e-05, + 6.938642036402598e-05, + 6.904663314344361e-05, + 6.870944343972951e-05, + 6.837790715508163e-05, + 6.804969598306343e-05, + 6.77253701724112e-05, + 6.74007969792001e-05, + 6.708138243993744e-05, + 6.676588236587122e-05, + 6.645143730565906e-05, + 6.61400772514753e-05, + 6.583083450095728e-05, + 6.552420381922275e-05, + 6.521784962387756e-05, + 6.491451495094225e-05, + 6.461506563937292e-05, + 6.431960355257615e-05, + 6.402667349902913e-05, + 6.373564247041941e-05, + 6.344833673210815e-05, + 6.316635699477047e-05, + 6.288762233452871e-05, + 6.26120381639339e-05, + 6.233786552911624e-05, + 6.206511170603335e-05, + 6.179531192174181e-05, + 6.15293683949858e-05, + 6.126760854385793e-05, + 6.1007678596070036e-05, + 6.0750382544938475e-05, + 6.04966699029319e-05, + 6.0245733038755134e-05, + 5.999669883749448e-05, + 5.975025487714447e-05, + 5.95058299950324e-05, + 5.926364246988669e-05, + 5.902307020733133e-05, + 5.87845133850351e-05, + 5.854851769981906e-05, + 5.831587623106316e-05, + 5.808462810819037e-05, + 5.7853685575537384e-05, + 5.7625544286565855e-05, + 5.73999532207381e-05, + 5.71776254219003e-05, + 5.6956927437568083e-05, + 5.673718260368332e-05, + 5.651861283695325e-05, + 5.630154919344932e-05, + 5.60877269890625e-05, + 5.5876083933981135e-05, + 5.5666034313617274e-05, + 5.5457872804254293e-05, + 5.525027518160641e-05, + 5.5044911277946085e-05, + 5.4841515520820394e-05, + 5.464058995130472e-05, + 5.4440890380647033e-05, + 5.424379196483642e-05, + 5.404806506703608e-05, + 5.385401891544461e-05, + 5.36612315045204e-05, + 5.3469662816496566e-05, + 5.3279352869139984e-05, + 5.3089777793502435e-05, + 5.290124681778252e-05, + 5.271438567433506e-05, + 5.252942719380371e-05, + 5.234558921074495e-05, + 5.2163111831760034e-05, + 5.198230064706877e-05, + 5.180069638299756e-05, + 5.1621009333757684e-05, + 5.1442653784761205e-05, + 5.126625546836294e-05, + 5.109053017804399e-05, + 5.091638377052732e-05, + 5.0743652536766604e-05, + 5.057204543845728e-05, + 5.040172618464567e-05, + 5.023331323172897e-05, + 5.006576975574717e-05, + 4.989951412426308e-05, + 4.9734611820895225e-05, + 4.9571608542464674e-05, + 4.940965663990937e-05, + 4.9249323637923226e-05, + 4.909032577415928e-05, + 4.893189179711044e-05, + 4.877474930253811e-05, + 4.861939305556007e-05, + 4.846497904509306e-05, + 4.831170372199267e-05, + 4.815883221453987e-05, + 4.800769602297805e-05, + 4.785705095855519e-05, + 4.7708064812468365e-05, + 4.755997360916808e-05, + 4.741302109323442e-05, + 4.72667561552953e-05, + 4.71216844744049e-05, + 4.697780968854204e-05, + 4.683412771555595e-05, + 4.669130066758953e-05, + 4.6549754188163206e-05, + 4.640890620066784e-05, + 4.626873123925179e-05, + 4.612973498296924e-05, + 4.599199746735394e-05, + 4.585540227708407e-05, + 4.571946556097828e-05, + 4.558442014968023e-05, + 4.5449913159245625e-05, + 4.5316290197661147e-05, + 4.5183882320998237e-05, + 4.5052012865198776e-05, + 4.492107473197393e-05, + 4.4790787796955556e-05, + 4.4661395804723725e-05, + 4.453323344932869e-05, + 4.4405485823517665e-05, + 4.427868771017529e-05, + 4.4152591726742685e-05, + 4.40273288404569e-05, + 4.3902960896957666e-05, + 4.377942605060525e-05, + 4.36575646745041e-05, + 4.353616895969026e-05, + 4.341570820542984e-05, + 4.3295873183524236e-05, + 4.317667116993107e-05, + 4.3058153096353635e-05, + 4.294047539588064e-05, + 4.282362715457566e-05, + 4.270772114978172e-05, + 4.25925973104313e-05, + 4.247812103130855e-05, + 4.236496897647157e-05, + 4.225199518259615e-05, + 4.2139803554164246e-05, + 4.2028561438200995e-05, + 4.1917781345546246e-05, + 4.180795076536015e-05, + 4.1698724089656025e-05, + 4.159012678428553e-05, + 4.1482380765955895e-05, + 4.1375202272320166e-05, + 4.126912972424179e-05, + 4.116304262424819e-05, + 4.105781044927426e-05, + 4.0953436837298796e-05, + 4.084994361619465e-05, + 4.074702883372083e-05, + 4.0644627006258816e-05, + 4.0542978240409866e-05, + 4.0441893361276016e-05, + 4.0341470594285056e-05, + 4.024163354188204e-05, + 4.014267324237153e-05, + 4.004436050308868e-05, + 3.9946688048075885e-05, + 3.984959766967222e-05, + 3.97530930058565e-05, + 3.9657152228755876e-05, + 3.9562310121254995e-05, + 3.946775905205868e-05, + 3.9373950130539015e-05, + 3.9280657802009955e-05, + 3.9188329537864774e-05, + 3.909619772457518e-05, + 3.9004607970127836e-05, + 3.891360393026844e-05, + 3.882302189595066e-05, + 3.873284731525928e-05, + 3.8643374864477664e-05, + 3.855441536870785e-05, + 3.8466085243271664e-05, + 3.8378220779122785e-05, + 3.829078923445195e-05, + 3.8203517760848626e-05, + 3.811674105236307e-05, + 3.8030320865800604e-05, + 3.794432632275857e-05, + 3.7858782889088616e-05, + 3.77736687369179e-05, + 3.768913302337751e-05, + 3.7605099350912496e-05, + 3.752104385057464e-05, + 3.7437555874930695e-05, + 3.735446080099791e-05, + 3.727178409462795e-05, + 3.718962034326978e-05, + 3.710807504830882e-05, + 3.7027111829956993e-05, + 3.694649421959184e-05, + 3.686652780743316e-05, + 3.67869834008161e-05, + 3.670772275654599e-05, + 3.662885501398705e-05, + 3.655035106930882e-05, + 3.647222911240533e-05, + 3.639470742200501e-05, + 3.631780782598071e-05, + 3.62414721166715e-05, + 3.61655984306708e-05, + 3.609030318330042e-05, + 3.601536081987433e-05, + 3.594080044422299e-05, + 3.58665784006007e-05, + 3.579298936529085e-05, + 3.571968773030676e-05, + 3.564692087820731e-05, + 3.557459785952233e-05, + 3.5502587707014754e-05, + 3.5430995922069997e-05, + 3.5359997127670795e-05, + 3.528919114614837e-05, + 3.5218745324527845e-05, + 3.51485468854662e-05, + 3.507891233311966e-05, + 3.5009692510357127e-05, + 3.494089105515741e-05, + 3.4872631658799946e-05, + 3.480489976936951e-05, + 3.473734614090063e-05, + 3.466994166956283e-05, + 3.4602740925038233e-05, + 3.453628596616909e-05, + 3.447015842539258e-05, + 3.440436557866633e-05, + 3.43389947374817e-05, + 3.427375850151293e-05, + 3.420914072194137e-05, + 3.414504317333922e-05, + 3.40810656780377e-05, + 3.401738285901956e-05, + 3.3953885576920584e-05, + 3.389065750525333e-05, + 3.3827680454123765e-05, + 3.3764899853849784e-05, + 3.370242120581679e-05, + 3.3640219044173136e-05, + 3.357834793860093e-05, + 3.351668419782072e-05, + 3.345520599395968e-05, + 3.3393942430848256e-05, + 3.333300264785066e-05, + 3.327244849060662e-05, + 3.321235999464989e-05, + 3.3152533433167264e-05, + 3.3093063393607736e-05, + 3.303431731183082e-05, + 3.29756730934605e-05, + 3.291740358690731e-05, + 3.2859483326319605e-05, + 3.280160672147758e-05, + 3.274421760579571e-05, + 3.268717773607932e-05, + 3.2630243367748335e-05, + 3.257342177676037e-05, + 3.2516938517801464e-05, + 3.246106643928215e-05, + 3.2405470847152174e-05, + 3.234998439438641e-05, + 3.229486901545897e-05, + 3.2240073778666556e-05, + 3.218552956241183e-05, + 3.213116360711865e-05, + 3.2077019568532705e-05, + 3.202313382644206e-05, + 3.196938268956728e-05, + 3.191574433003552e-05, + 3.186199683113955e-05, + 3.1808176572667435e-05, + 3.175459278281778e-05, + 3.170093259541318e-05, + 3.164733061566949e-05, + 3.159400512231514e-05, + 3.154077785438858e-05, + 3.148741598124616e-05, + 3.143431604257785e-05, + 3.138142346870154e-05, + 3.132879646727815e-05, + 3.127604577457532e-05, + 3.1223378755385056e-05, + 3.117092637694441e-05, + 3.111878322670236e-05, + 3.106672374997288e-05, + 3.101488982792944e-05, + 3.096316504525021e-05, + 3.091156395385042e-05, + 3.086013748543337e-05, + 3.0808918381808326e-05, + 3.075793574680574e-05, + 3.070721140829846e-05, + 3.0656734452350065e-05, + 3.060652670683339e-05, + 3.05566172755789e-05, + 3.050698433071375e-05, + 3.0457682441920042e-05, + 3.040855699509848e-05, + 3.0359809898072854e-05, + 3.031099186046049e-05, + 3.0262352083809674e-05, + 3.021383236045949e-05, + 3.0165490898070857e-05, + 3.0117351343506016e-05, + 3.0069462809478864e-05, + 3.0021781640243717e-05, + 2.997429146489594e-05, + 2.9926943170721643e-05, + 2.9879764042561874e-05, + 2.983276681334246e-05, + 2.9785973310936242e-05, + 2.9739345336565748e-05, + 2.9692835596506484e-05, + 2.9646513212355785e-05, + 2.9600332709378563e-05, + 2.955425406980794e-05, + 2.9508251827792265e-05, + 2.9462436941685155e-05, + 2.941676211776212e-05, + 2.9371391065069474e-05, + 2.932614370365627e-05, + 2.9281114620971493e-05, + 2.9236403861432336e-05, + 2.9191869543865323e-05, + 2.9147609893698245e-05, + 2.9103512133588083e-05, + 2.905943983932957e-05, + 2.901553307310678e-05, + 2.8971788196940906e-05, + 2.892824704758823e-05, + 2.8884885978186503e-05, + 2.8841724997619167e-05, + 2.8798807761631906e-05, + 2.8756003302987665e-05, + 2.871339711418841e-05, + 2.867106559278909e-05, + 2.8628777727135457e-05, + 2.8586671760422178e-05, + 2.854468039004132e-05, + 2.8502823624876328e-05, + 2.846105780918151e-05, + 2.8419368391041644e-05, + 2.8377826311043464e-05, + 2.8336567993392237e-05, + 2.829537152138073e-05, + 2.8254320568521507e-05, + 2.821342059178278e-05, + 2.8172604288556613e-05, + 2.8131971703260206e-05, + 2.8091450076317415e-05, + 2.8051032131770626e-05, + 2.8010854293825105e-05, + 2.7970809242106043e-05, + 2.7930909709539264e-05, + 2.7891230274690315e-05, + 2.7851698177983053e-05, + 2.7812275220640004e-05, + 2.7772939574788325e-05, + 2.7733854949474335e-05, + 2.7694899472407997e-05, + 2.7656120437313803e-05, + 2.761745054158382e-05, + 2.7578917070059106e-05, + 2.7540469091036357e-05, + 2.7502184821059927e-05, + 2.7463962396723218e-05, + 2.7425923690316267e-05, + 2.738810690061655e-05, + 2.735042289714329e-05, + 2.731287167989649e-05, + 2.727551691350527e-05, + 2.7238264010520652e-05, + 2.7201191187486984e-05, + 2.7164143830304965e-05, + 2.712720561248716e-05, + 2.709033287828788e-05, + 2.705351471377071e-05, + 2.7016765670850873e-05, + 2.6980163966072723e-05, + 2.6943731427309103e-05, + 2.6907357096206397e-05, + 2.6870995498029515e-05, + 2.6834701202460565e-05, + 2.6798490580404177e-05, + 2.676251097000204e-05, + 2.672665868885815e-05, + 2.6691081075114198e-05, + 2.6655759938876145e-05, + 2.662056067492813e-05, + 2.6585434170556255e-05, + 2.6550349502940662e-05, + 2.6515404897509143e-05, + 2.648052577569615e-05, + 2.64457703451626e-05, + 2.6411124053993262e-05, + 2.6376595997135155e-05, + 2.634218253660947e-05, + 2.630801645864267e-05, + 2.6273924959241413e-05, + 2.624007720442023e-05, + 2.6206376787740737e-05, + 2.6172796424361877e-05, + 2.613935612316709e-05, + 2.610609408293385e-05, + 2.6073124899994582e-05, + 2.6040363081847318e-05, + 2.6007586711784825e-05, + 2.5975003154599108e-05, + 2.594245052023325e-05, + 2.590981785033364e-05, + 2.5877230655169114e-05, + 2.584476169431582e-05, + 2.5812387320911512e-05, + 2.57800620602211e-05, + 2.5747876861714758e-05, + 2.5715746232890524e-05, + 2.568366653576959e-05, + 2.5651757823652588e-05, + 2.5619910957175307e-05, + 2.5588176868041046e-05, + 2.5556519176461734e-05, + 2.5524965167278424e-05, + 2.5493402063148096e-05, + 2.54619062616257e-05, + 2.543042501201853e-05, + 2.5398996513104066e-05, + 2.5367595299030654e-05, + 2.5336221369798295e-05, + 2.5305025701527484e-05, + 2.5273830033256672e-05, + 2.524272167647723e-05, + 2.5211698812199757e-05, + 2.518074143154081e-05, + 2.514987500035204e-05, + 2.5119086785707623e-05, + 2.508835132175591e-05, + 2.5057714083231986e-05, + 2.502714232832659e-05, + 2.4996643332997337e-05, + 2.4966195269371383e-05, + 2.4935832698247395e-05, + 2.4905602913349867e-05, + 2.4875427698134445e-05, + 2.4845325242495164e-05, + 2.4815375581965782e-05, + 2.478551868989598e-05, + 2.4755767299211584e-05, + 2.4726046831347048e-05, + 2.4696431864867918e-05, + 2.4666898752911948e-05, + 2.4637369278934784e-05, + 2.46078798227245e-05, + 2.4578524971730076e-05, + 2.454923560435418e-05, + 2.4520073566236533e-05, + 2.4490978830726817e-05, + 2.4462000510538928e-05, + 2.4433122234768234e-05, + 2.4404316718573682e-05, + 2.4375594875891693e-05, + 2.4346934878849424e-05, + 2.4318396754097193e-05, + 2.428993866487872e-05, + 2.426158607704565e-05, + 2.4233298972831108e-05, + 2.420509008516092e-05, + 2.417693758616224e-05, + 2.4148819647962227e-05, + 2.4120803573168814e-05, + 2.40928384300787e-05, + 2.4064960598479956e-05, + 2.4037186449277215e-05, + 2.400948687864002e-05, + 2.3981867343536578e-05, + 2.3954224161570892e-05, + 2.3926702851895243e-05, + 2.3899259758763947e-05, + 2.3871856683399528e-05, + 2.3844559109420516e-05, + 2.381732156209182e-05, + 2.3790160412318073e-05, + 2.376315569563303e-05, + 2.3736231014481746e-05, + 2.370938818785362e-05, + 2.3682558094151318e-05, + 2.3655751647311263e-05, + 2.3628985218238086e-05, + 2.360229154874105e-05, + 2.357568337174598e-05, + 2.354909884161316e-05, + 2.3522545234300196e-05, + 2.349609712837264e-05, + 2.3469654479413293e-05, + 2.3443246391252615e-05, + 2.3416949261445552e-05, + 2.3390732167172246e-05, + 2.3364593289443292e-05, + 2.333850716240704e-05, + 2.3312470148084685e-05, + 2.3286524083232507e-05, + 2.3260641683009453e-05, + 2.3234768377733417e-05, + 2.3208978745969944e-05, + 2.318319457117468e-05, + 2.3157430405262858e-05, + 2.3131738998927176e-05, + 2.3106118533178233e-05, + 2.308055991306901e-05, + 2.3055070414557122e-05, + 2.30296664085472e-05, + 2.3004389731795527e-05, + 2.297922947036568e-05, + 2.2954140149522573e-05, + 2.292913086421322e-05, + 2.2904148863744922e-05, + 2.2879281459609047e-05, + 2.285447044414468e-05, + 2.2829721274320036e-05, + 2.2805101252743043e-05, + 2.2780477593187243e-05, + 2.2755926693207584e-05, + 2.273142854392063e-05, + 2.270700133522041e-05, + 2.268261778226588e-05, + 2.265827242808882e-05, + 2.2633979824604467e-05, + 2.2609756342717446e-05, + 2.258561653434299e-05, + 2.2561529476661235e-05, + 2.253750790259801e-05, + 2.2513529984280467e-05, + 2.2489612092613243e-05, + 2.2465728761744685e-05, + 2.2441778128268197e-05, + 2.2417880245484412e-05, + 2.239402965642512e-05, + 2.2370226361090317e-05, + 2.2346483092405833e-05, + 2.2322772565530613e-05, + 2.2299123884295113e-05, + 2.2275475203059614e-05, + 2.22518701775698e-05, + 2.2228417947189882e-05, + 2.220501482952386e-05, + 2.2181655367603526e-05, + 2.2158412321005017e-05, + 2.2135256585897878e-05, + 2.211219907621853e-05, + 2.208920705015771e-05, + 2.2066264136810787e-05, + 2.2043423086870462e-05, + 2.202064024459105e-05, + 2.199791015300434e-05, + 2.1975234631099738e-05, + 2.1952610040898435e-05, + 2.193005639128387e-05, + 2.1907553673372604e-05, + 2.188514372392092e-05, + 2.1862781068193726e-05, + 2.184045843023341e-05, + 2.1818172172061168e-05, + 2.179594048357103e-05, + 2.177375426981598e-05, + 2.1751631720690057e-05, + 2.1729489162680693e-05, + 2.170739389839582e-05, + 2.168538594560232e-05, + 2.166353806387633e-05, + 2.1641706553054973e-05, + 2.1619978724629618e-05, + 2.1598327293759212e-05, + 2.1576735889539123e-05, + 2.155515358026605e-05, + 2.1533616745728068e-05, + 2.151215448975563e-05, + 2.1490743165486492e-05, + 2.146937549696304e-05, + 2.1448142433655448e-05, + 2.1426954845082946e-05, + 2.1405849111033604e-05, + 2.138479976565577e-05, + 2.136382863682229e-05, + 2.134294481948018e-05, + 2.132210647687316e-05, + 2.1301319065969437e-05, + 2.1280573491821997e-05, + 2.1259913410176523e-05, + 2.1239302441244945e-05, + 2.1218689653323963e-05, + 2.119802411471028e-05, + 2.117738767992705e-05, + 2.1156707589398138e-05, + 2.113607661158312e-05, + 2.1115502022439614e-05, + 2.1094947442179546e-05, + 2.1074447431601584e-05, + 2.105396742990706e-05, + 2.1033543816884048e-05, + 2.10132038773736e-05, + 2.099288030876778e-05, + 2.097256037814077e-05, + 2.095233321597334e-05, + 2.0932067855028436e-05, + 2.0911855244776234e-05, + 2.089168265229091e-05, + 2.0871586457360536e-05, + 2.0851550289080478e-05, + 2.083157050947193e-05, + 2.0811663489439525e-05, + 2.079183468595147e-05, + 2.0772060452145524e-05, + 2.0752331693074666e-05, + 2.0732642951770686e-05, + 2.0712996047222987e-05, + 2.069338552246336e-05, + 2.067379500658717e-05, + 2.0654319087043405e-05, + 2.0634888642234728e-05, + 2.0615494577214122e-05, + 2.0596202375600114e-05, + 2.0576959286700003e-05, + 2.0557738025672734e-05, + 2.0538551325444132e-05, + 2.0519424651865847e-05, + 2.0500305254245177e-05, + 2.0481233150349e-05, + 2.0462213797145523e-05, + 2.0443172616069205e-05, + 2.0424165995791554e-05, + 2.040520303125959e-05, + 2.0386234609759413e-05, + 2.036727346421685e-05, + 2.0348419639049098e-05, + 2.032961492659524e-05, + 2.0310855688876472e-05, + 2.029214010690339e-05, + 2.027346818067599e-05, + 2.0254832634236664e-05, + 2.0236195268807933e-05, + 2.0217605197103694e-05, + 2.0199055143166333e-05, + 2.0180510546197183e-05, + 2.0161996872047894e-05, + 2.014352685364429e-05, + 2.0125102309975773e-05, + 2.010671596508473e-05, + 2.008836054301355e-05, + 2.0070048776688054e-05, + 2.0051786123076454e-05, + 2.0033554392284714e-05, + 2.0015364498249255e-05, + 1.9997210984001867e-05, + 1.9979086573584937e-05, + 1.99610112758819e-05, + 1.9942975995945744e-05, + 1.992491706914734e-05, + 1.990689997910522e-05, + 1.9888917449861765e-05, + 1.9870998585247435e-05, + 1.9853157937177457e-05, + 1.983535366889555e-05, + 1.9817607608274557e-05, + 1.979989610845223e-05, + 1.978222280740738e-05, + 1.9764580429182388e-05, + 1.974697079276666e-05, + 1.97293957171496e-05, + 1.9711858840310015e-05, + 1.9694361981237307e-05, + 1.9676910596899688e-05, + 1.965951560123358e-05, + 1.964215698535554e-05, + 1.962483293027617e-05, + 1.9607568901847117e-05, + 1.9590337615227327e-05, + 1.95731390704168e-05, + 1.9555996914277785e-05, + 1.953891660377849e-05, + 1.9521861759130843e-05, + 1.9504836018313654e-05, + 1.948782301042229e-05, + 1.9470824554446153e-05, + 1.9453851564321667e-05, + 1.943691495398525e-05, + 1.9419989257585257e-05, + 1.9403085389058106e-05, + 1.9386214262340218e-05, + 1.9369375877431594e-05, + 1.935256841534283e-05, + 1.9335826436872594e-05, + 1.9319122657179832e-05, + 1.930244980030693e-05, + 1.928583878907375e-05, + 1.92692441487452e-05, + 1.9252680431236513e-05, + 1.923618037835695e-05, + 1.921972943819128e-05, + 1.9203300325898454e-05, + 1.918687848956324e-05, + 1.9170463929185644e-05, + 1.9154080291627906e-05, + 1.9137731214868836e-05, + 1.9121418517897837e-05, + 1.9105136743746698e-05, + 1.908888589241542e-05, + 1.907267505885102e-05, + 1.905648605315946e-05, + 1.904033706523478e-05, + 1.902422445709817e-05, + 1.9008150047739036e-05, + 1.8992113837157376e-05, + 1.897611036838498e-05, + 1.8960097804665565e-05, + 1.894411616376601e-05, + 1.892816726467572e-05, + 1.8912254745373502e-05, + 1.889640770968981e-05, + 1.8880558855016716e-05, + 1.886478094093036e-05, + 1.884901212179102e-05, + 1.8833285139407963e-05, + 1.881758180388715e-05, + 1.8801907572196797e-05, + 1.878625880635809e-05, + 1.877064278232865e-05, + 1.875505768111907e-05, + 1.8739498045761138e-05, + 1.872396023827605e-05, + 1.8708456991589628e-05, + 1.869298648671247e-05, + 1.8677543266676366e-05, + 1.8662141883396544e-05, + 1.8646762327989563e-05, + 1.863140641944483e-05, + 1.8616090528666973e-05, + 1.8600809198687784e-05, + 1.8585529687698e-05, + 1.857026290963404e-05, + 1.855502705438994e-05, + 1.8539800294092856e-05, + 1.8524600818636827e-05, + 1.8509394067223184e-05, + 1.8494234609534033e-05, + 1.8479096979717724e-05, + 1.8463990272721276e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956732988357544, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976905584335327, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984627366065979, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999264121055603, + 0.9966863393783569, + 1.0, + 1.0, + 1.0, + 0.9901407957077026, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952120780944824, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946417212486267, + 1.0, + 0.9996655583381653, + 0.9966543912887573, + 0.9963074922561646, + 1.0, + 1.0, + 0.9996657371520996, + 1.0, + 0.9933266639709473, + 0.9976487159729004, + 1.0, + 1.0, + 1.0, + 0.9953457713127136, + 1.0, + 1.0, + 0.9990138411521912, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971163272857666, + 0.9926093220710754, + 0.9967626929283142, + 0.9873335957527161, + 1.0, + 0.9953978061676025, + 0.9924042820930481, + 0.9876871705055237, + 0.9952830672264099, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977206587791443, + 0.9993472099304199, + 1.0, + 0.9977280497550964, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941622614860535, + 0.9944216012954712, + 0.9991142749786377, + 0.9949763417243958, + 0.9952479600906372, + 0.9958221316337585, + 1.0, + 0.9985016584396362, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952955842018127, + 0.9988182187080383, + 1.0, + 0.9967589974403381, + 1.0, + 1.0, + 0.9911634922027588, + 0.9991084337234497, + 1.0, + 1.0, + 1.0, + 0.9982420206069946, + 1.0, + 1.0, + 0.9976785182952881, + 0.9991274476051331, + 1.0, + 0.9901018142700195, + 0.995001494884491, + 0.9976359009742737, + 0.9997038841247559, + 0.993481457233429, + 0.9901580810546875, + 0.9981927275657654, + 0.987326443195343, + 0.9993888139724731, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948500990867615, + 0.9926918745040894, + 0.986503005027771, + 0.9975124597549438, + 1.0, + 0.9894047975540161, + 1.0, + 1.0, + 0.991546630859375, + 0.9940006732940674, + 0.993964433670044, + 1.0, + 1.0, + 1.0, + 0.9813113808631897, + 0.9964492917060852, + 0.9935212135314941, + 0.9986957907676697, + 1.0, + 1.0, + 1.0, + 0.9996786117553711, + 0.9926044344902039, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996574342250824, + 1.0, + 1.0, + 1.0, + 0.9896751046180725, + 1.0, + 0.9874664545059204, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972388744354248, + 1.0, + 1.0, + 0.9909692406654358, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990607500076294, + 0.9989031553268433, + 1.0, + 1.0, + 0.9961186051368713, + 1.0, + 1.0, + 1.0, + 0.9967846274375916, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995558857917786, + 0.9989632368087769, + 1.0, + 1.0, + 0.9992656707763672, + 0.9933862686157227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972314834594727, + 0.995616614818573, + 1.0, + 1.0, + 0.9972282648086548, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964002966880798, + 1.0, + 1.0, + 0.9984323382377625, + 0.9992863535881042, + 0.9958577752113342, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952092170715332, + 0.9998584389686584, + 1.0, + 1.0, + 1.0, + 0.999159574508667, + 1.0, + 0.9976183772087097, + 1.0, + 0.9966419339179993, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991771578788757, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990573525428772, + 1.0, + 0.9981164932250977, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981325268745422, + 1.0, + 1.0, + 1.0, + 0.9972092509269714, + 1.0, + 0.9986703991889954, + 1.0, + 1.0, + 1.0, + 0.9970887899398804, + 1.0, + 1.0, + 1.0, + 0.9969756603240967, + 1.0, + 0.9972444772720337, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998693466186523, + 1.0, + 1.0, + 0.999093234539032, + 1.0, + 1.0, + 0.9996136426925659, + 0.9988403916358948, + 0.9996129274368286, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989773631095886, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980957508087158, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993823230266571, + 1.0, + 0.999620795249939, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991205334663391, + 1.0, + 1.0, + 0.9954813122749329, + 1.0, + 1.0, + 0.9988714456558228, + 1.0, + 0.9983725547790527, + 1.0, + 1.0, + 0.9989994168281555, + 1.0, + 0.9964995980262756, + 1.0, + 0.9990032315254211, + 0.9985033273696899, + 0.9982513785362244, + 1.0, + 1.0, + 0.9992512464523315, + 1.0, + 1.0, + 1.0, + 0.9976317882537842, + 0.9998750686645508, + 0.9998750686645508, + 1.0, + 1.0, + 1.0, + 0.9947578310966492, + 1.0, + 0.998624324798584, + 1.0, + 0.9957452416419983, + 1.0, + 1.0, + 0.9997497200965881, + 1.0, + 1.0, + 0.9985024333000183, + 1.0, + 0.9988753795623779, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999009907245636, + 0.999876081943512, + 1.0, + 0.9990147948265076, + 1.0, + 1.0, + 0.9998769164085388, + 0.9981540441513062, + 0.9985204935073853, + 1.0, + 0.997533917427063, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977859854698181, + 0.9975345134735107, + 0.9980226755142212, + 0.999380886554718, + 0.997769832611084, + 1.0, + 1.0, + 1.0, + 0.9967778325080872, + 1.0, + 0.998013436794281, + 0.9991291165351868, + 1.0, + 0.999377965927124, + 0.9968878626823425, + 1.0, + 1.0, + 1.0, + 0.9970160126686096, + 0.9991271495819092, + 0.9990014433860779, + 0.9971264600753784, + 0.9972434639930725, + 1.0, + 1.0, + 1.0, + 0.9937640428543091, + 1.0, + 0.9997490048408508, + 0.9984936118125916, + 1.0, + 0.9953610897064209, + 0.9967250823974609, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997493028640747, + 1.0, + 1.0, + 1.0, + 0.9993757009506226, + 0.9982509016990662, + 0.9969962239265442, + 1.0, + 0.9986192584037781, + 0.9925842881202698, + 1.0, + 0.9979795813560486, + 0.9984815716743469, + 1.0, + 0.9959601163864136, + 0.9983521699905396, + 1.0, + 1.0, + 0.9986101984977722, + 0.9935476183891296, + 0.9993633031845093, + 1.0, + 0.9975848197937012, + 0.9984709620475769, + 0.9996171593666077, + 1.0, + 1.0, + 0.9994900822639465, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999874472618103, + 1.0, + 1.0, + 0.9993776679039001, + 1.0, + 1.0, + 0.9993829727172852, + 1.0, + 0.999259352684021, + 1.0, + 1.0, + 1.0, + 0.9982873201370239, + 1.0, + 0.9998777508735657, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995134472846985, + 0.9993915557861328, + 0.9992694854736328, + 0.9987815022468567, + 0.9981700778007507, + 0.9985333681106567, + 0.9974295496940613, + 1.0, + 0.996320366859436, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998779296875, + 0.9987787008285522, + 0.9996331930160522, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996336698532104, + 1.0, + 1.0, + 0.9998781085014343, + 1.0, + 1.0, + 1.0, + 0.9997573494911194, + 1.0, + 0.9972110390663147, + 1.0, + 0.9990284442901611, + 0.9967176914215088, + 0.9998780488967896, + 0.9976823329925537, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999147355556488, + 0.9996341466903687, + 0.9991462826728821, + 0.9980468153953552, + 1.0, + 0.9990227818489075, + 0.997310221195221, + 1.0, + 0.999388575553894, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967133402824402, + 1.0, + 1.0, + 0.9998781085014343, + 1.0, + 0.9991483688354492, + 1.0, + 1.0, + 0.9975695610046387, + 1.0, + 0.9998781681060791, + 0.9980514049530029, + 0.9997559189796448, + 1.0, + 1.0, + 0.9970771074295044, + 1.0, + 0.9990231990814209, + 1.0, + 1.0, + 1.0, + 0.9991459846496582, + 1.0, + 0.9985376596450806, + 0.997803270816803, + 1.0, + 0.9997553825378418, + 0.9981648921966553, + 1.0, + 0.9985302686691284, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993917942047119, + 0.9986611604690552, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969751834869385, + 1.0, + 0.9956310391426086, + 0.9960995316505432, + 0.9997552633285522, + 1.0, + 1.0, + 0.9992679953575134, + 1.0, + 1.0, + 1.0, + 0.9998780488967896, + 0.9998781085014343, + 0.9959756135940552, + 1.0, + 0.9959638118743896, + 0.9987719655036926, + 0.9996311664581299, + 0.9991389513015747, + 0.9979071617126465, + 0.9942018389701843, + 0.9967738389968872, + 1.0, + 0.9971470236778259, + 1.0, + 1.0, + 1.0, + 0.9995071887969971, + 1.0, + 1.0, + 0.9986463785171509, + 1.0, + 1.0, + 0.9976655840873718, + 1.0, + 0.999754011631012, + 1.0, + 0.9997540712356567, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973282217979431, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999879002571106, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986727833747864, + 1.0, + 1.0, + 0.9979498386383057, + 0.9998791217803955, + 0.9995166063308716, + 1.0, + 0.9993965029716492, + 1.0, + 1.0, + 1.0, + 0.9984371662139893, + 1.0, + 0.9985563158988953, + 1.0, + 0.9989162683486938, + 0.9995178580284119, + 1.0, + 1.0, + 1.0, + 0.9986748695373535, + 1.0, + 0.9991557002067566, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991576075553894, + 1.0, + 0.9998796582221985, + 0.9990374445915222, + 1.0, + 1.0, + 1.0, + 0.9985601902008057, + 0.999879777431488, + 1.0, + 0.9991598725318909, + 1.0, + 1.0, + 0.9969987869262695, + 0.9997591376304626, + 0.9997591376304626, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996406435966492, + 1.0, + 1.0, + 0.9988057017326355, + 1.0, + 1.0, + 0.9984517693519592, + 0.9998807311058044, + 0.9998807311058044, + 1.0, + 1.0, + 0.9992852210998535, + 1.0, + 1.0, + 0.9995243549346924, + 1.0, + 1.0, + 1.0, + 0.9998816251754761, + 1.0, + 1.0, + 0.9992896318435669, + 0.9977487921714783, + 0.9979812502861023, + 0.9998810291290283, + 0.999523937702179, + 1.0, + 0.9980981945991516, + 1.0, + 1.0, + 0.9973812699317932, + 1.0, + 0.9996430277824402, + 1.0, + 0.9997620582580566, + 1.0, + 1.0, + 1.0, + 0.999643862247467, + 0.9992873668670654, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996250331401825, + 1.0, + 1.0, + 0.9975326061248779, + 0.9989398717880249, + 0.9983493089675903, + 0.9996456503868103, + 1.0, + 0.9979924559593201, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995269775390625, + 1.0, + 0.9983440041542053, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996454119682312, + 1.0, + 1.0, + 0.9985864758491516, + 0.9951633214950562, + 1.0, + 0.9977514743804932, + 0.9988139271736145, + 0.9996437430381775, + 1.0, + 1.0, + 0.9988151788711548, + 1.0, + 1.0, + 0.9962058663368225, + 1.0, + 0.9984529614448547, + 0.9997615814208984, + 0.9988078474998474, + 0.9982095956802368, + 1.0, + 0.9997608661651611, + 1.0, + 0.9982070326805115, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996454119682312, + 1.0, + 0.9997637867927551, + 1.0, + 0.9997640252113342, + 0.9982300996780396, + 1.0, + 1.0, + 0.9977625608444214, + 1.0, + 0.9998825192451477, + 1.0, + 0.9983548521995544, + 0.9996469020843506, + 0.9995290040969849, + 0.9985864758491516, + 0.9983484148979187, + 0.9996455311775208, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963439106941223, + 1.0, + 1.0, + 0.9969234466552734, + 0.9997625946998596, + 1.0, + 1.0, + 0.9991703033447266, + 1.0, + 0.9997631907463074, + 0.99952632188797, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996709406375885, + 0.9995284080505371, + 0.9998819828033447, + 0.9998820424079895, + 0.9997640252113342, + 1.0, + 1.0, + 0.9996469020843506, + 1.0, + 1.0, + 1.0, + 0.999765157699585, + 0.9998825788497925, + 1.0, + 1.0, + 0.9997652173042297, + 0.9995303153991699, + 1.0, + 0.9998826384544373, + 1.0, + 1.0, + 0.9995306730270386, + 1.0, + 1.0, + 0.9997661113739014, + 1.0, + 0.9987134337425232, + 0.9977749586105347, + 1.0, + 0.9988264441490173, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999882698059082, + 0.9995304942131042, + 0.9989432096481323, + 0.9998824000358582, + 1.0, + 0.9985895752906799, + 1.0, + 1.0, + 0.9987061619758606, + 0.9985867142677307, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982431530952454, + 0.999882698059082, + 1.0, + 0.9984747171401978, + 1.0, + 1.0, + 0.9981223344802856, + 0.9992944598197937, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997656941413879, + 1.0, + 1.0, + 0.9996484518051147, + 1.0, + 0.9995314478874207, + 0.9997655749320984, + 0.9997655749320984, + 0.9995310306549072, + 1.0, + 1.0, + 1.0, + 0.9998830556869507, + 0.9997659921646118, + 0.997893750667572, + 1.0, + 0.9976599812507629, + 1.0, + 0.9995314478874207, + 1.0, + 1.0, + 1.0, + 0.9998829364776611, + 1.0, + 1.0, + 1.0, + 0.9998830556869507, + 0.9997659921646118, + 1.0, + 0.999298095703125, + 1.0, + 1.0, + 0.9996491074562073, + 0.999648928642273, + 1.0, + 1.0, + 0.9998832941055298, + 1.0, + 1.0, + 1.0, + 0.9990699291229248, + 1.0, + 0.9997674822807312 + ], + "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_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_trial_metrics.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_trial_metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..09dd6196f47e5dfd7049b9500e11858dbf83d919 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_trial_metrics.json @@ -0,0 +1,18058 @@ +{ + "scalar": { + "frame": 10000000.0, + "total_reward_ma": 1796.42333984375, + "strength": 1326.826171875, + "max_strength": 1730.86669921875, + "final_strength": 1724.6666259765625, + "sample_efficiency": 2.781736441193061e-07, + "training_efficiency": 1.7817115804064088e-05, + "stability": 0.9992532730102539, + "consistency": 0.7727658748626709 + }, + "local": { + "mean_returns": [ + [ + 52.0, + 68.57142639160156, + 107.90697479248047, + 124.64286041259766, + 140.90908813476562, + 155.69619750976562, + 165.93406677246094, + 176.60000610351562, + 195.60000610351562, + 214.8000030517578, + 234.8000030517578, + 241.60000610351562, + 249.0, + 254.0, + 258.6000061035156, + 263.3999938964844, + 266.0, + 269.79998779296875, + 269.0, + 270.6000061035156, + 274.20001220703125, + 292.0, + 296.20001220703125, + 305.20001220703125, + 309.79998779296875, + 315.6000061035156, + 324.6000061035156, + 326.0, + 327.3999938964844, + 327.6000061035156, + 330.3999938964844, + 325.6000061035156, + 331.6000061035156, + 332.0, + 334.3999938964844, + 341.20001220703125, + 342.79998779296875, + 344.20001220703125, + 355.0, + 360.3999938964844, + 365.20001220703125, + 377.20001220703125, + 391.6000061035156, + 399.79998779296875, + 405.20001220703125, + 407.20001220703125, + 405.3999938964844, + 421.3999938964844, + 427.0, + 432.0, + 442.79998779296875, + 446.79998779296875, + 444.6000061035156, + 449.6000061035156, + 451.6000061035156, + 457.79998779296875, + 457.6000061035156, + 462.0, + 458.79998779296875, + 463.79998779296875, + 465.6000061035156, + 468.20001220703125, + 474.0, + 482.20001220703125, + 477.6000061035156, + 487.79998779296875, + 498.3999938964844, + 499.3999938964844, + 500.79998779296875, + 495.20001220703125, + 497.6000061035156, + 495.6000061035156, + 500.6000061035156, + 519.0, + 523.0, + 519.0, + 513.0, + 510.3999938964844, + 512.7999877929688, + 515.2000122070312, + 513.5999755859375, + 522.0, + 521.0, + 526.0, + 519.2000122070312, + 524.4000244140625, + 520.2000122070312, + 521.2000122070312, + 518.0, + 521.0, + 530.2000122070312, + 534.7999877929688, + 537.4000244140625, + 542.0, + 532.0, + 540.5999755859375, + 552.5999755859375, + 554.7999877929688, + 561.4000244140625, + 555.0, + 564.4000244140625, + 565.0, + 563.0, + 559.7999877929688, + 553.7999877929688, + 567.0, + 562.4000244140625, + 569.5999755859375, + 574.2000122070312, + 577.0, + 583.5999755859375, + 595.0, + 601.5999755859375, + 602.5999755859375, + 615.4000244140625, + 625.7999877929688, + 633.5999755859375, + 638.0, + 648.2000122070312, + 659.7999877929688, + 668.7999877929688, + 664.4000244140625, + 663.5999755859375, + 649.0, + 648.7999877929688, + 650.7999877929688, + 652.7999877929688, + 660.4000244140625, + 665.4000244140625, + 677.4000244140625, + 687.2000122070312, + 694.0, + 697.4000244140625, + 696.2000122070312, + 712.2000122070312, + 723.5999755859375, + 736.7999877929688, + 753.4000244140625, + 766.0, + 793.2000122070312, + 822.7999877929688, + 825.4000244140625, + 846.4000244140625, + 853.4000244140625, + 865.4000244140625, + 873.4000244140625, + 886.0, + 918.2000122070312, + 937.5999755859375, + 953.5999755859375, + 969.2000122070312, + 981.4000244140625, + 1000.7999877929688, + 1010.4000244140625, + 1027.199951171875, + 1034.4000244140625, + 1053.199951171875, + 1066.4000244140625, + 1083.5999755859375, + 1091.800048828125, + 1110.199951171875, + 1119.5999755859375, + 1118.5999755859375, + 1139.5999755859375, + 1156.0, + 1162.199951171875, + 1158.800048828125, + 1171.5999755859375, + 1184.199951171875, + 1191.0, + 1203.4000244140625, + 1206.4000244140625, + 1220.5999755859375, + 1223.0, + 1244.0, + 1250.800048828125, + 1252.199951171875, + 1246.0, + 1251.800048828125, + 1252.0, + 1252.0, + 1264.0, + 1267.800048828125, + 1270.199951171875, + 1276.199951171875, + 1274.4000244140625, + 1282.4000244140625, + 1282.800048828125, + 1301.4000244140625, + 1300.800048828125, + 1310.199951171875, + 1325.800048828125, + 1329.5999755859375, + 1328.800048828125, + 1324.800048828125, + 1327.0, + 1330.5999755859375, + 1334.199951171875, + 1340.5999755859375, + 1348.800048828125, + 1367.4000244140625, + 1371.800048828125, + 1363.0, + 1379.5999755859375, + 1395.4000244140625, + 1397.4000244140625, + 1400.0, + 1388.5999755859375, + 1391.5999755859375, + 1394.800048828125, + 1399.199951171875, + 1400.5999755859375, + 1405.4000244140625, + 1417.5999755859375, + 1413.800048828125, + 1423.5999755859375, + 1416.0, + 1413.0, + 1411.5999755859375, + 1417.5999755859375, + 1407.5999755859375, + 1411.4000244140625, + 1421.800048828125, + 1417.5999755859375, + 1419.4000244140625, + 1419.0, + 1421.0, + 1439.800048828125, + 1445.199951171875, + 1449.4000244140625, + 1438.0, + 1435.199951171875, + 1437.5999755859375, + 1436.4000244140625, + 1439.800048828125, + 1426.199951171875, + 1440.4000244140625, + 1453.0, + 1453.800048828125, + 1445.0, + 1449.4000244140625, + 1438.4000244140625, + 1440.199951171875, + 1448.0, + 1449.5999755859375, + 1448.800048828125, + 1447.800048828125, + 1452.800048828125, + 1460.800048828125, + 1454.5999755859375, + 1455.199951171875, + 1472.199951171875, + 1474.800048828125, + 1475.199951171875, + 1471.199951171875, + 1484.800048828125, + 1490.4000244140625, + 1492.199951171875, + 1497.5999755859375, + 1518.800048828125, + 1530.199951171875, + 1527.199951171875, + 1544.5999755859375, + 1547.5999755859375, + 1550.199951171875, + 1555.4000244140625, + 1566.800048828125, + 1569.199951171875, + 1564.199951171875, + 1561.0, + 1564.4000244140625, + 1570.199951171875, + 1574.199951171875, + 1572.199951171875, + 1576.4000244140625, + 1562.199951171875, + 1554.4000244140625, + 1565.199951171875, + 1555.800048828125, + 1543.199951171875, + 1544.4000244140625, + 1540.4000244140625, + 1540.199951171875, + 1540.4000244140625, + 1538.0, + 1533.800048828125, + 1534.199951171875, + 1532.800048828125, + 1536.199951171875, + 1544.0, + 1550.199951171875, + 1543.4000244140625, + 1549.4000244140625, + 1544.0, + 1539.199951171875, + 1535.199951171875, + 1551.0, + 1539.199951171875, + 1537.5999755859375, + 1536.199951171875, + 1549.5999755859375, + 1536.199951171875, + 1536.4000244140625, + 1530.199951171875, + 1529.0, + 1534.199951171875, + 1525.199951171875, + 1521.4000244140625, + 1522.199951171875, + 1512.0, + 1509.4000244140625, + 1504.4000244140625, + 1503.800048828125, + 1495.5999755859375, + 1500.5999755859375, + 1496.800048828125, + 1495.199951171875, + 1510.4000244140625, + 1526.0, + 1533.800048828125, + 1541.0, + 1547.4000244140625, + 1562.5999755859375, + 1569.0, + 1572.4000244140625, + 1573.4000244140625, + 1571.4000244140625, + 1581.0, + 1587.5999755859375, + 1595.199951171875, + 1597.0, + 1602.5999755859375, + 1607.0, + 1616.0, + 1615.800048828125, + 1621.0, + 1630.199951171875, + 1639.800048828125, + 1639.4000244140625, + 1631.800048828125, + 1634.5999755859375, + 1634.0, + 1629.5999755859375, + 1617.0, + 1612.4000244140625, + 1616.5999755859375, + 1613.0, + 1611.800048828125, + 1616.199951171875, + 1613.4000244140625, + 1614.800048828125, + 1603.800048828125, + 1601.5999755859375, + 1601.5999755859375, + 1608.0, + 1599.0, + 1600.199951171875, + 1599.199951171875, + 1593.5999755859375, + 1597.4000244140625, + 1589.800048828125, + 1593.800048828125, + 1591.800048828125, + 1589.4000244140625, + 1597.800048828125, + 1595.5999755859375, + 1603.0, + 1597.0, + 1597.800048828125, + 1596.0, + 1599.0, + 1595.4000244140625, + 1608.800048828125, + 1598.800048828125, + 1611.5999755859375, + 1614.800048828125, + 1619.199951171875, + 1623.5999755859375, + 1621.199951171875, + 1615.0, + 1616.5999755859375, + 1607.199951171875, + 1604.800048828125, + 1596.5999755859375, + 1592.4000244140625, + 1595.800048828125, + 1590.0, + 1590.800048828125, + 1599.4000244140625, + 1597.800048828125, + 1592.800048828125, + 1592.5999755859375, + 1586.5999755859375, + 1583.4000244140625, + 1588.199951171875, + 1588.5999755859375, + 1584.5999755859375, + 1581.5999755859375, + 1580.0, + 1579.199951171875, + 1595.800048828125, + 1594.4000244140625, + 1604.4000244140625, + 1610.4000244140625, + 1623.199951171875, + 1635.5999755859375, + 1636.800048828125, + 1633.0, + 1636.4000244140625, + 1632.199951171875, + 1630.199951171875, + 1632.4000244140625, + 1638.800048828125, + 1648.199951171875, + 1656.0, + 1662.199951171875, + 1665.800048828125, + 1670.0, + 1673.199951171875, + 1678.4000244140625, + 1683.0, + 1678.4000244140625, + 1678.5999755859375, + 1682.4000244140625, + 1678.199951171875, + 1679.5999755859375, + 1679.800048828125, + 1675.0, + 1682.0, + 1687.0, + 1695.0, + 1696.4000244140625, + 1701.5999755859375, + 1702.0, + 1696.800048828125, + 1690.199951171875, + 1691.0, + 1689.800048828125, + 1689.0, + 1690.0, + 1690.4000244140625, + 1694.5999755859375, + 1693.199951171875, + 1697.4000244140625, + 1700.4000244140625, + 1704.4000244140625, + 1701.5999755859375, + 1699.4000244140625, + 1693.0, + 1697.800048828125, + 1698.0, + 1700.4000244140625, + 1703.199951171875, + 1704.0, + 1704.199951171875, + 1702.199951171875, + 1709.199951171875, + 1713.5999755859375, + 1712.0, + 1713.800048828125, + 1717.0, + 1713.0, + 1711.4000244140625, + 1707.0, + 1701.4000244140625, + 1696.199951171875, + 1695.199951171875, + 1690.4000244140625, + 1690.199951171875, + 1701.800048828125, + 1703.5999755859375, + 1696.4000244140625, + 1688.5999755859375, + 1696.800048828125, + 1691.5999755859375, + 1692.5999755859375, + 1691.4000244140625, + 1700.4000244140625, + 1701.0, + 1691.0, + 1694.199951171875, + 1695.5999755859375, + 1692.800048828125, + 1691.5999755859375, + 1693.800048828125, + 1699.0, + 1708.199951171875, + 1712.800048828125, + 1716.800048828125, + 1721.800048828125, + 1725.800048828125, + 1725.800048828125, + 1727.5999755859375, + 1727.0, + 1731.800048828125, + 1727.4000244140625, + 1727.0, + 1719.800048828125, + 1718.199951171875, + 1723.5999755859375, + 1722.4000244140625, + 1733.5999755859375, + 1734.800048828125, + 1722.199951171875, + 1715.4000244140625, + 1724.800048828125, + 1720.4000244140625, + 1720.5999755859375, + 1717.199951171875, + 1722.800048828125, + 1721.800048828125, + 1720.199951171875, + 1714.0, + 1714.800048828125, + 1711.800048828125, + 1706.4000244140625, + 1717.199951171875, + 1717.4000244140625, + 1719.0, + 1723.800048828125, + 1724.4000244140625, + 1714.199951171875, + 1713.5999755859375, + 1708.4000244140625, + 1706.4000244140625, + 1721.199951171875, + 1725.0, + 1720.0, + 1717.5999755859375, + 1721.0, + 1721.0, + 1719.4000244140625, + 1721.800048828125, + 1718.800048828125, + 1721.4000244140625, + 1713.800048828125, + 1715.5999755859375, + 1714.4000244140625, + 1707.4000244140625, + 1708.4000244140625, + 1708.5999755859375, + 1708.199951171875, + 1709.199951171875, + 1701.800048828125, + 1703.199951171875, + 1705.5999755859375, + 1706.199951171875, + 1708.800048828125, + 1711.199951171875, + 1716.4000244140625, + 1724.5999755859375, + 1722.5999755859375, + 1719.5999755859375, + 1721.199951171875, + 1723.5999755859375, + 1722.800048828125, + 1731.5999755859375, + 1731.199951171875, + 1732.5999755859375, + 1732.199951171875, + 1745.4000244140625, + 1746.0, + 1752.5999755859375, + 1757.5999755859375, + 1758.0, + 1768.199951171875, + 1772.800048828125, + 1772.5999755859375, + 1773.800048828125, + 1767.4000244140625, + 1763.800048828125, + 1756.5999755859375, + 1755.5999755859375, + 1758.5999755859375, + 1762.4000244140625, + 1760.199951171875, + 1760.5999755859375, + 1757.4000244140625, + 1756.5999755859375, + 1760.0, + 1761.0, + 1761.5999755859375, + 1756.0, + 1752.4000244140625, + 1740.4000244140625, + 1740.199951171875, + 1734.800048828125, + 1726.800048828125, + 1714.0, + 1714.199951171875, + 1713.800048828125, + 1715.800048828125, + 1718.4000244140625, + 1721.4000244140625, + 1722.5999755859375, + 1720.4000244140625, + 1720.4000244140625, + 1716.0, + 1712.4000244140625, + 1720.199951171875, + 1719.5999755859375, + 1716.800048828125, + 1714.199951171875, + 1715.0, + 1718.199951171875, + 1719.5999755859375, + 1728.5999755859375, + 1729.199951171875, + 1730.4000244140625, + 1732.199951171875, + 1730.0, + 1731.199951171875, + 1726.800048828125, + 1728.800048828125, + 1730.0, + 1724.4000244140625, + 1723.5999755859375, + 1724.0, + 1724.0, + 1730.800048828125, + 1735.0, + 1731.0, + 1733.4000244140625, + 1734.0, + 1742.800048828125, + 1742.800048828125, + 1745.800048828125, + 1750.800048828125, + 1752.199951171875, + 1747.0, + 1750.0, + 1749.800048828125, + 1753.800048828125, + 1765.800048828125, + 1766.800048828125, + 1772.0, + 1771.4000244140625, + 1776.5999755859375, + 1781.199951171875, + 1782.4000244140625, + 1784.800048828125, + 1784.5999755859375, + 1784.5999755859375, + 1783.0, + 1781.4000244140625, + 1781.0, + 1783.0, + 1784.5999755859375, + 1785.5999755859375, + 1783.800048828125, + 1780.199951171875, + 1787.4000244140625, + 1787.5999755859375, + 1784.5999755859375, + 1787.800048828125, + 1786.4000244140625, + 1786.800048828125, + 1784.0, + 1784.0, + 1787.0, + 1777.0, + 1777.199951171875, + 1777.4000244140625, + 1775.199951171875, + 1775.800048828125, + 1772.0, + 1772.0, + 1771.5999755859375, + 1771.199951171875, + 1770.5999755859375, + 1771.199951171875, + 1776.800048828125, + 1776.199951171875, + 1765.199951171875, + 1765.5999755859375, + 1770.199951171875, + 1769.199951171875, + 1775.4000244140625, + 1775.5999755859375, + 1778.800048828125, + 1778.199951171875, + 1777.800048828125, + 1778.0, + 1776.5999755859375, + 1776.199951171875, + 1774.0, + 1774.199951171875, + 1776.4000244140625, + 1782.199951171875, + 1779.4000244140625, + 1774.5999755859375, + 1774.5999755859375, + 1763.5999755859375, + 1761.199951171875, + 1761.0, + 1772.4000244140625, + 1768.5999755859375, + 1765.5999755859375, + 1765.4000244140625, + 1761.0, + 1760.0, + 1760.0, + 1759.800048828125, + 1760.199951171875, + 1761.0, + 1762.5999755859375, + 1767.5999755859375, + 1763.5999755859375, + 1765.0, + 1769.0, + 1768.0, + 1768.0, + 1773.800048828125, + 1772.4000244140625, + 1783.4000244140625, + 1781.5999755859375, + 1781.0, + 1780.4000244140625, + 1783.4000244140625, + 1784.0, + 1786.4000244140625, + 1793.5999755859375, + 1790.5999755859375, + 1791.0, + 1790.0, + 1790.800048828125, + 1792.800048828125, + 1792.4000244140625, + 1797.0, + 1802.5999755859375, + 1796.0, + 1794.800048828125, + 1793.5999755859375, + 1798.199951171875, + 1798.0, + 1797.199951171875, + 1800.199951171875, + 1800.0, + 1795.800048828125, + 1796.5999755859375, + 1790.4000244140625, + 1786.800048828125, + 1785.800048828125, + 1779.199951171875, + 1782.0, + 1782.0, + 1781.4000244140625, + 1781.0, + 1779.199951171875, + 1773.0, + 1773.4000244140625, + 1776.199951171875, + 1778.0, + 1770.4000244140625, + 1771.199951171875, + 1770.4000244140625, + 1767.800048828125, + 1768.199951171875, + 1757.800048828125, + 1759.199951171875, + 1764.0, + 1755.800048828125, + 1758.5999755859375, + 1757.5999755859375, + 1757.0, + 1756.4000244140625, + 1757.0, + 1748.4000244140625, + 1751.199951171875, + 1750.800048828125, + 1751.800048828125, + 1757.800048828125, + 1757.5999755859375, + 1757.5999755859375, + 1758.5999755859375, + 1771.0, + 1771.800048828125, + 1771.800048828125, + 1777.4000244140625, + 1773.0, + 1776.199951171875, + 1781.0, + 1784.5999755859375, + 1789.0, + 1788.800048828125, + 1792.5999755859375, + 1794.4000244140625, + 1802.4000244140625, + 1798.5999755859375, + 1796.0, + 1796.5999755859375, + 1797.0, + 1793.0, + 1794.5999755859375, + 1790.4000244140625, + 1790.5999755859375, + 1790.4000244140625, + 1788.0, + 1787.5999755859375, + 1787.800048828125, + 1787.800048828125, + 1793.5999755859375, + 1789.0, + 1791.4000244140625, + 1791.5999755859375, + 1791.4000244140625, + 1795.5999755859375, + 1795.800048828125, + 1801.199951171875, + 1801.5999755859375, + 1806.199951171875, + 1815.4000244140625, + 1818.4000244140625, + 1818.5999755859375, + 1822.4000244140625, + 1818.5999755859375, + 1818.4000244140625, + 1822.0, + 1814.199951171875, + 1813.5999755859375, + 1811.800048828125, + 1812.199951171875, + 1812.199951171875, + 1811.800048828125, + 1802.800048828125, + 1804.5999755859375, + 1799.0, + 1799.199951171875, + 1799.0, + 1799.199951171875, + 1799.800048828125, + 1799.4000244140625, + 1797.800048828125, + 1797.0, + 1799.199951171875, + 1799.0, + 1797.5999755859375, + 1796.4000244140625, + 1801.4000244140625, + 1802.5999755859375, + 1810.199951171875, + 1811.0, + 1811.199951171875, + 1815.0, + 1814.5999755859375, + 1814.4000244140625, + 1814.0, + 1819.199951171875, + 1826.4000244140625, + 1826.800048828125, + 1826.199951171875, + 1824.5999755859375, + 1824.5999755859375, + 1825.199951171875, + 1827.0, + 1826.0, + 1826.199951171875, + 1826.5999755859375, + 1821.800048828125, + 1823.800048828125, + 1823.800048828125, + 1820.5999755859375, + 1821.5999755859375, + 1821.4000244140625, + 1816.5999755859375, + 1817.199951171875, + 1817.0, + 1813.5999755859375, + 1814.0, + 1814.800048828125, + 1818.5999755859375, + 1814.0, + 1814.4000244140625, + 1816.5999755859375, + 1816.800048828125, + 1817.0, + 1813.4000244140625, + 1813.4000244140625, + 1813.800048828125, + 1810.5999755859375, + 1814.199951171875, + 1810.4000244140625, + 1803.199951171875, + 1807.0, + 1807.0, + 1806.800048828125, + 1811.199951171875, + 1811.800048828125, + 1811.800048828125, + 1812.4000244140625, + 1816.0, + 1816.4000244140625, + 1816.5999755859375, + 1817.0, + 1822.4000244140625, + 1818.800048828125, + 1819.4000244140625, + 1818.5999755859375, + 1822.4000244140625, + 1820.5999755859375, + 1809.4000244140625, + 1809.199951171875, + 1812.0, + 1812.800048828125, + 1818.199951171875, + 1823.800048828125, + 1824.199951171875, + 1819.5999755859375, + 1820.5999755859375, + 1820.4000244140625, + 1819.4000244140625, + 1819.4000244140625, + 1818.5999755859375, + 1818.5999755859375, + 1818.800048828125, + 1817.4000244140625, + 1813.800048828125, + 1811.199951171875, + 1805.0, + 1803.199951171875, + 1802.4000244140625, + 1802.199951171875, + 1809.800048828125, + 1812.0, + 1812.4000244140625, + 1813.4000244140625, + 1812.800048828125, + 1813.199951171875, + 1807.800048828125, + 1813.199951171875, + 1812.800048828125, + 1812.5999755859375, + 1814.4000244140625, + 1813.800048828125, + 1813.4000244140625, + 1815.4000244140625, + 1814.5999755859375, + 1814.4000244140625, + 1815.5999755859375, + 1820.800048828125, + 1824.199951171875, + 1831.0, + 1831.4000244140625, + 1834.800048828125, + 1834.4000244140625, + 1836.199951171875, + 1832.800048828125, + 1832.5999755859375, + 1832.5999755859375, + 1833.0, + 1834.0, + 1840.199951171875, + 1838.0, + 1838.0, + 1837.199951171875, + 1835.5999755859375, + 1836.0, + 1836.5999755859375, + 1834.800048828125, + 1834.5999755859375, + 1832.5999755859375, + 1829.199951171875, + 1832.199951171875, + 1831.4000244140625, + 1831.199951171875, + 1830.0, + 1830.199951171875, + 1825.199951171875, + 1825.4000244140625, + 1826.0, + 1825.5999755859375, + 1820.5999755859375, + 1820.199951171875, + 1820.199951171875, + 1821.5999755859375, + 1822.5999755859375, + 1822.800048828125, + 1823.4000244140625, + 1817.4000244140625, + 1818.0, + 1820.0, + 1820.5999755859375, + 1823.4000244140625, + 1825.5999755859375, + 1825.4000244140625, + 1826.199951171875, + 1826.5999755859375, + 1825.199951171875, + 1825.5999755859375, + 1821.199951171875, + 1828.4000244140625, + 1824.800048828125, + 1825.800048828125, + 1829.0, + 1829.800048828125, + 1829.800048828125, + 1829.4000244140625, + 1829.199951171875, + 1829.0, + 1828.5999755859375 + ], + [ + 78.0, + 102.96295928955078, + 120.0, + 141.50942993164062, + 147.05882263183594, + 152.77108764648438, + 162.55319213867188, + 174.1999969482422, + 194.60000610351562, + 207.39999389648438, + 223.60000610351562, + 235.8000030517578, + 250.39999389648438, + 269.20001220703125, + 279.0, + 287.79998779296875, + 315.79998779296875, + 319.20001220703125, + 335.3999938964844, + 359.0, + 370.6000061035156, + 385.0, + 394.20001220703125, + 396.0, + 408.20001220703125, + 416.3999938964844, + 434.79998779296875, + 437.6000061035156, + 447.79998779296875, + 462.3999938964844, + 465.0, + 475.79998779296875, + 485.0, + 478.20001220703125, + 483.20001220703125, + 482.20001220703125, + 486.0, + 494.6000061035156, + 511.6000061035156, + 513.5999755859375, + 518.4000244140625, + 524.5999755859375, + 530.4000244140625, + 538.2000122070312, + 549.0, + 552.7999877929688, + 553.7999877929688, + 557.7999877929688, + 555.4000244140625, + 560.2000122070312, + 563.5999755859375, + 564.2000122070312, + 568.4000244140625, + 579.4000244140625, + 581.2000122070312, + 577.2000122070312, + 590.4000244140625, + 595.0, + 593.5999755859375, + 599.4000244140625, + 600.0, + 600.2000122070312, + 606.7999877929688, + 610.7999877929688, + 610.7999877929688, + 613.4000244140625, + 621.5999755859375, + 633.4000244140625, + 637.4000244140625, + 648.0, + 653.7999877929688, + 659.2000122070312, + 656.7999877929688, + 659.5999755859375, + 672.2000122070312, + 675.4000244140625, + 675.7999877929688, + 683.0, + 686.0, + 685.4000244140625, + 688.0, + 686.7999877929688, + 688.5999755859375, + 694.2000122070312, + 694.4000244140625, + 694.2000122070312, + 692.4000244140625, + 687.0, + 689.4000244140625, + 684.5999755859375, + 684.0, + 689.5999755859375, + 690.0, + 688.4000244140625, + 690.5999755859375, + 691.5999755859375, + 688.7999877929688, + 690.0, + 696.4000244140625, + 698.5999755859375, + 703.2000122070312, + 703.0, + 702.4000244140625, + 704.5999755859375, + 705.5999755859375, + 706.5999755859375, + 713.7999877929688, + 718.4000244140625, + 720.2000122070312, + 723.4000244140625, + 727.4000244140625, + 729.5999755859375, + 729.2000122070312, + 729.0, + 731.2000122070312, + 730.7999877929688, + 729.0, + 736.4000244140625, + 735.0, + 737.4000244140625, + 735.7999877929688, + 738.4000244140625, + 741.7999877929688, + 746.4000244140625, + 744.2000122070312, + 746.7999877929688, + 752.0, + 751.4000244140625, + 746.5999755859375, + 750.5999755859375, + 754.4000244140625, + 755.0, + 759.2000122070312, + 763.7999877929688, + 765.4000244140625, + 765.5999755859375, + 767.0, + 777.5999755859375, + 779.7999877929688, + 781.2000122070312, + 784.0, + 785.5999755859375, + 779.7999877929688, + 782.0, + 786.7999877929688, + 794.4000244140625, + 796.2000122070312, + 797.7999877929688, + 800.5999755859375, + 807.4000244140625, + 812.2000122070312, + 810.4000244140625, + 809.2000122070312, + 808.7999877929688, + 811.5999755859375, + 809.5999755859375, + 812.7999877929688, + 811.7999877929688, + 807.5999755859375, + 805.5999755859375, + 803.0, + 803.4000244140625, + 800.7999877929688, + 806.2000122070312, + 814.7999877929688, + 813.7999877929688, + 815.7999877929688, + 813.4000244140625, + 813.5999755859375, + 815.2000122070312, + 816.5999755859375, + 817.4000244140625, + 820.7999877929688, + 826.2000122070312, + 824.2000122070312, + 822.4000244140625, + 820.7999877929688, + 820.5999755859375, + 819.4000244140625, + 817.0, + 818.7999877929688, + 818.4000244140625, + 816.7999877929688, + 812.0, + 807.7999877929688, + 807.4000244140625, + 806.5999755859375, + 806.2000122070312, + 807.2000122070312, + 806.2000122070312, + 801.0, + 801.5999755859375, + 797.2000122070312, + 793.4000244140625, + 793.7999877929688, + 794.5999755859375, + 797.7999877929688, + 796.0, + 795.5999755859375, + 795.7999877929688, + 799.7999877929688, + 796.2000122070312, + 797.0, + 800.4000244140625, + 805.7999877929688, + 807.5999755859375, + 814.4000244140625, + 812.7999877929688, + 805.7999877929688, + 802.7999877929688, + 804.5999755859375, + 808.2000122070312, + 807.4000244140625, + 810.7999877929688, + 815.2000122070312, + 813.2000122070312, + 813.0, + 813.5999755859375, + 811.7999877929688, + 812.5999755859375, + 814.7999877929688, + 814.4000244140625, + 818.4000244140625, + 816.7999877929688, + 812.5999755859375, + 805.7999877929688, + 805.5999755859375, + 804.7999877929688, + 807.5999755859375, + 813.4000244140625, + 814.5999755859375, + 812.5999755859375, + 804.2000122070312, + 805.7999877929688, + 803.7999877929688, + 804.0, + 806.2000122070312, + 805.4000244140625, + 806.7999877929688, + 810.4000244140625, + 810.7999877929688, + 809.0, + 808.2000122070312, + 808.2000122070312, + 810.5999755859375, + 813.0, + 815.2000122070312, + 819.2000122070312, + 817.7999877929688, + 816.7999877929688, + 814.0, + 815.2000122070312, + 819.4000244140625, + 824.0, + 827.0, + 828.0, + 829.4000244140625, + 829.7999877929688, + 831.0, + 826.0, + 825.2000122070312, + 822.5999755859375, + 822.7999877929688, + 827.5999755859375, + 825.2000122070312, + 821.4000244140625, + 822.4000244140625, + 827.2000122070312, + 827.4000244140625, + 826.7999877929688, + 829.0, + 831.0, + 836.5999755859375, + 838.0, + 837.7999877929688, + 837.7999877929688, + 837.4000244140625, + 838.0, + 837.0, + 836.7999877929688, + 836.5999755859375, + 839.5999755859375, + 843.4000244140625, + 844.7999877929688, + 846.2000122070312, + 846.2000122070312, + 853.2000122070312, + 855.0, + 854.7999877929688, + 849.7999877929688, + 852.0, + 850.7999877929688, + 848.2000122070312, + 848.4000244140625, + 846.2000122070312, + 845.7999877929688, + 841.4000244140625, + 842.2000122070312, + 843.5999755859375, + 840.5999755859375, + 838.7999877929688, + 837.7999877929688, + 835.2000122070312, + 832.4000244140625, + 833.4000244140625, + 834.7999877929688, + 832.5999755859375, + 829.7999877929688, + 831.2000122070312, + 828.4000244140625, + 833.4000244140625, + 833.5999755859375, + 829.4000244140625, + 831.7999877929688, + 832.0, + 827.5999755859375, + 824.2000122070312, + 829.7999877929688, + 832.0, + 832.7999877929688, + 837.7999877929688, + 837.7999877929688, + 841.5999755859375, + 841.7999877929688, + 843.5999755859375, + 844.5999755859375, + 840.4000244140625, + 843.5999755859375, + 843.4000244140625, + 840.2000122070312, + 842.5999755859375, + 841.2000122070312, + 841.0, + 846.4000244140625, + 846.5999755859375, + 845.4000244140625, + 848.0, + 850.2000122070312, + 851.5999755859375, + 849.5999755859375, + 847.7999877929688, + 844.7999877929688, + 840.0, + 837.7999877929688, + 833.5999755859375, + 835.2000122070312, + 831.7999877929688, + 836.4000244140625, + 836.4000244140625, + 836.2000122070312, + 837.5999755859375, + 837.2000122070312, + 832.4000244140625, + 832.7999877929688, + 830.7999877929688, + 830.2000122070312, + 828.7999877929688, + 824.2000122070312, + 823.5999755859375, + 822.0, + 824.5999755859375, + 823.5999755859375, + 821.7999877929688, + 828.2000122070312, + 831.2000122070312, + 834.4000244140625, + 834.0, + 836.4000244140625, + 836.7999877929688, + 834.2000122070312, + 834.4000244140625, + 829.2000122070312, + 832.5999755859375, + 835.7999877929688, + 837.0, + 839.5999755859375, + 836.4000244140625, + 837.5999755859375, + 840.7999877929688, + 840.4000244140625, + 842.5999755859375, + 835.7999877929688, + 836.5999755859375, + 835.2000122070312, + 837.4000244140625, + 834.7999877929688, + 833.5999755859375, + 827.7999877929688, + 830.4000244140625, + 828.0, + 831.2000122070312, + 828.7999877929688, + 832.7999877929688, + 832.4000244140625, + 832.7999877929688, + 831.0, + 831.0, + 832.2000122070312, + 833.4000244140625, + 835.0, + 836.7999877929688, + 838.0, + 841.7999877929688, + 843.4000244140625, + 844.4000244140625, + 846.4000244140625, + 846.4000244140625, + 849.5999755859375, + 853.4000244140625, + 854.4000244140625, + 851.7999877929688, + 853.2000122070312, + 846.4000244140625, + 845.5999755859375, + 842.2000122070312, + 841.4000244140625, + 839.2000122070312, + 830.7999877929688, + 830.0, + 825.0, + 818.5999755859375, + 812.4000244140625, + 805.0, + 809.5999755859375, + 791.0, + 794.4000244140625, + 794.2000122070312, + 805.4000244140625, + 802.2000122070312, + 816.5999755859375, + 828.0, + 833.5999755859375, + 839.5999755859375, + 856.2000122070312, + 874.5999755859375, + 884.2000122070312, + 900.4000244140625, + 917.2000122070312, + 931.7999877929688, + 959.2000122070312, + 972.2000122070312, + 974.2000122070312, + 1018.4000244140625, + 1034.800048828125, + 1045.4000244140625, + 1052.199951171875, + 1068.0, + 1071.0, + 1077.5999755859375, + 1101.199951171875, + 1122.4000244140625, + 1122.5999755859375, + 1133.199951171875, + 1145.199951171875, + 1150.0, + 1154.800048828125, + 1157.5999755859375, + 1165.199951171875, + 1180.4000244140625, + 1187.800048828125, + 1207.5999755859375, + 1209.5999755859375, + 1225.0, + 1235.4000244140625, + 1255.800048828125, + 1257.0, + 1265.800048828125, + 1286.800048828125, + 1294.0, + 1295.0, + 1300.199951171875, + 1315.4000244140625, + 1331.5999755859375, + 1343.199951171875, + 1357.5999755859375, + 1371.0, + 1373.5999755859375, + 1389.800048828125, + 1399.0, + 1406.0, + 1411.4000244140625, + 1413.800048828125, + 1425.0, + 1424.800048828125, + 1430.199951171875, + 1440.0, + 1448.5999755859375, + 1444.4000244140625, + 1448.0, + 1456.5999755859375, + 1463.199951171875, + 1477.5999755859375, + 1482.800048828125, + 1488.199951171875, + 1487.199951171875, + 1490.199951171875, + 1499.199951171875, + 1502.4000244140625, + 1507.0, + 1510.199951171875, + 1519.199951171875, + 1516.4000244140625, + 1522.4000244140625, + 1523.5999755859375, + 1527.0, + 1529.4000244140625, + 1534.199951171875, + 1536.5999755859375, + 1542.199951171875, + 1546.5999755859375, + 1551.800048828125, + 1551.4000244140625, + 1550.0, + 1554.0, + 1553.5999755859375, + 1558.0, + 1558.199951171875, + 1560.4000244140625, + 1561.4000244140625, + 1567.5999755859375, + 1569.0, + 1569.0, + 1576.0, + 1572.800048828125, + 1577.5999755859375, + 1582.0, + 1590.0, + 1594.5999755859375, + 1596.5999755859375, + 1602.199951171875, + 1603.0, + 1608.4000244140625, + 1609.5999755859375, + 1611.199951171875, + 1616.5999755859375, + 1621.800048828125, + 1628.5999755859375, + 1635.5999755859375, + 1636.800048828125, + 1644.4000244140625, + 1646.4000244140625, + 1651.199951171875, + 1652.5999755859375, + 1660.4000244140625, + 1657.0, + 1661.5999755859375, + 1657.0, + 1662.199951171875, + 1659.5999755859375, + 1659.800048828125, + 1663.199951171875, + 1662.0, + 1665.199951171875, + 1665.199951171875, + 1672.199951171875, + 1674.4000244140625, + 1669.199951171875, + 1671.800048828125, + 1670.0, + 1670.199951171875, + 1668.199951171875, + 1667.4000244140625, + 1667.0, + 1665.0, + 1661.5999755859375, + 1663.800048828125, + 1667.0, + 1667.4000244140625, + 1671.800048828125, + 1671.0, + 1669.4000244140625, + 1665.4000244140625, + 1669.5999755859375, + 1670.800048828125, + 1671.5999755859375, + 1670.199951171875, + 1671.4000244140625, + 1671.0, + 1670.5999755859375, + 1680.800048828125, + 1682.800048828125, + 1686.0, + 1686.199951171875, + 1687.199951171875, + 1688.800048828125, + 1691.199951171875, + 1686.199951171875, + 1689.199951171875, + 1690.800048828125, + 1691.5999755859375, + 1686.199951171875, + 1686.199951171875, + 1690.5999755859375, + 1692.5999755859375, + 1694.5999755859375, + 1691.5999755859375, + 1690.800048828125, + 1692.0, + 1692.800048828125, + 1693.5999755859375, + 1694.0, + 1690.4000244140625, + 1690.5999755859375, + 1686.4000244140625, + 1683.199951171875, + 1684.4000244140625, + 1685.199951171875, + 1682.0, + 1687.199951171875, + 1687.0, + 1684.5999755859375, + 1686.5999755859375, + 1689.800048828125, + 1693.0, + 1695.4000244140625, + 1692.199951171875, + 1692.199951171875, + 1694.0, + 1694.0, + 1695.5999755859375, + 1697.4000244140625, + 1694.800048828125, + 1689.0, + 1690.5999755859375, + 1691.0, + 1692.4000244140625, + 1699.5999755859375, + 1699.199951171875, + 1700.4000244140625, + 1698.800048828125, + 1699.199951171875, + 1702.4000244140625, + 1707.0, + 1706.800048828125, + 1710.0, + 1711.199951171875, + 1709.5999755859375, + 1713.4000244140625, + 1712.199951171875, + 1716.0, + 1717.0, + 1714.4000244140625, + 1704.800048828125, + 1707.800048828125, + 1714.4000244140625, + 1716.199951171875, + 1715.4000244140625, + 1710.0, + 1707.4000244140625, + 1708.800048828125, + 1704.5999755859375, + 1706.5999755859375, + 1711.4000244140625, + 1705.4000244140625, + 1702.0, + 1698.5999755859375, + 1697.800048828125, + 1698.800048828125, + 1699.199951171875, + 1700.800048828125, + 1697.0, + 1694.5999755859375, + 1694.4000244140625, + 1693.199951171875, + 1704.199951171875, + 1704.4000244140625, + 1702.0, + 1704.199951171875, + 1697.199951171875, + 1697.199951171875, + 1703.0, + 1700.199951171875, + 1700.5999755859375, + 1702.199951171875, + 1700.4000244140625, + 1706.4000244140625, + 1700.800048828125, + 1707.5999755859375, + 1709.199951171875, + 1710.5999755859375, + 1711.0, + 1710.4000244140625, + 1710.800048828125, + 1713.800048828125, + 1715.800048828125, + 1720.0, + 1720.0, + 1720.0, + 1723.199951171875, + 1724.199951171875, + 1723.5999755859375, + 1731.5999755859375, + 1735.0, + 1738.0, + 1740.5999755859375, + 1743.5999755859375, + 1747.199951171875, + 1748.4000244140625, + 1748.199951171875, + 1752.800048828125, + 1749.5999755859375, + 1749.4000244140625, + 1750.4000244140625, + 1751.199951171875, + 1753.0, + 1749.199951171875, + 1745.5999755859375, + 1741.5999755859375, + 1740.800048828125, + 1741.0, + 1738.5999755859375, + 1738.800048828125, + 1740.5999755859375, + 1738.4000244140625, + 1737.199951171875, + 1738.199951171875, + 1733.0, + 1732.199951171875, + 1733.199951171875, + 1733.0, + 1727.4000244140625, + 1726.4000244140625, + 1730.0, + 1727.0, + 1725.5999755859375, + 1727.0, + 1726.5999755859375, + 1729.0, + 1730.199951171875, + 1732.800048828125, + 1737.199951171875, + 1739.0, + 1736.5999755859375, + 1737.4000244140625, + 1737.4000244140625, + 1740.0, + 1741.5999755859375, + 1741.199951171875, + 1742.4000244140625, + 1751.4000244140625, + 1751.0, + 1750.5999755859375, + 1750.4000244140625, + 1756.800048828125, + 1756.800048828125, + 1757.0, + 1758.800048828125, + 1759.199951171875, + 1759.0, + 1757.199951171875, + 1760.0, + 1760.199951171875, + 1761.199951171875, + 1759.5999755859375, + 1759.800048828125, + 1761.5999755859375, + 1763.800048828125, + 1764.4000244140625, + 1764.199951171875, + 1762.5999755859375, + 1758.0, + 1750.800048828125, + 1750.800048828125, + 1750.4000244140625, + 1747.4000244140625, + 1749.800048828125, + 1749.4000244140625, + 1743.4000244140625, + 1741.800048828125, + 1741.800048828125, + 1741.800048828125, + 1744.5999755859375, + 1746.199951171875, + 1745.800048828125, + 1744.800048828125, + 1742.199951171875, + 1742.0, + 1742.0, + 1735.4000244140625, + 1735.0, + 1735.199951171875, + 1735.0, + 1738.0, + 1739.4000244140625, + 1741.5999755859375, + 1741.0, + 1741.199951171875, + 1741.199951171875, + 1744.4000244140625, + 1746.199951171875, + 1748.800048828125, + 1750.0, + 1750.800048828125, + 1752.199951171875, + 1748.800048828125, + 1750.0, + 1749.800048828125, + 1752.199951171875, + 1752.800048828125, + 1752.4000244140625, + 1752.5999755859375, + 1758.4000244140625, + 1758.199951171875, + 1758.199951171875, + 1756.800048828125, + 1756.800048828125, + 1757.0, + 1756.0, + 1755.800048828125, + 1756.0, + 1756.800048828125, + 1758.800048828125, + 1758.800048828125, + 1758.199951171875, + 1758.800048828125, + 1760.0, + 1760.0, + 1760.4000244140625, + 1756.800048828125, + 1758.0, + 1758.199951171875, + 1760.4000244140625, + 1760.199951171875, + 1756.4000244140625, + 1757.0, + 1757.5999755859375, + 1757.800048828125, + 1754.800048828125, + 1753.5999755859375, + 1755.800048828125, + 1758.0, + 1758.5999755859375, + 1758.800048828125, + 1758.5999755859375, + 1758.5999755859375, + 1759.0, + 1760.800048828125, + 1760.199951171875, + 1759.4000244140625, + 1758.0, + 1763.0, + 1762.0, + 1761.5999755859375, + 1763.199951171875, + 1764.0, + 1764.0, + 1768.800048828125, + 1766.199951171875, + 1765.4000244140625, + 1762.4000244140625, + 1769.800048828125, + 1769.5999755859375, + 1766.0, + 1766.0, + 1769.199951171875, + 1769.199951171875, + 1769.4000244140625, + 1769.4000244140625, + 1769.0, + 1766.0, + 1766.5999755859375, + 1769.0, + 1769.0, + 1769.4000244140625, + 1769.5999755859375, + 1766.0, + 1765.800048828125, + 1766.0, + 1767.0, + 1765.199951171875, + 1768.4000244140625, + 1769.5999755859375, + 1772.0, + 1771.4000244140625, + 1771.5999755859375, + 1774.4000244140625, + 1769.5999755859375, + 1769.199951171875, + 1769.4000244140625, + 1768.4000244140625, + 1768.199951171875, + 1768.4000244140625, + 1763.800048828125, + 1764.199951171875, + 1764.199951171875, + 1765.0, + 1764.199951171875, + 1760.5999755859375, + 1759.800048828125, + 1760.4000244140625, + 1759.199951171875, + 1759.4000244140625, + 1758.800048828125, + 1759.0, + 1759.199951171875, + 1759.800048828125, + 1760.0, + 1758.800048828125, + 1759.800048828125, + 1763.0, + 1760.4000244140625, + 1757.5999755859375, + 1756.0, + 1756.199951171875, + 1760.800048828125, + 1764.800048828125, + 1765.0, + 1765.0, + 1764.199951171875, + 1768.4000244140625, + 1769.4000244140625, + 1773.800048828125, + 1774.4000244140625, + 1774.199951171875, + 1774.4000244140625, + 1774.4000244140625, + 1775.4000244140625, + 1775.4000244140625, + 1774.5999755859375, + 1776.800048828125, + 1777.4000244140625, + 1777.800048828125, + 1777.4000244140625, + 1782.800048828125, + 1783.0, + 1784.800048828125, + 1781.5999755859375, + 1780.5999755859375, + 1781.0, + 1779.4000244140625, + 1776.4000244140625, + 1775.800048828125, + 1775.199951171875, + 1774.5999755859375, + 1774.0, + 1774.0, + 1768.0, + 1769.199951171875, + 1768.0, + 1767.800048828125, + 1767.800048828125, + 1768.800048828125, + 1768.199951171875, + 1768.4000244140625, + 1772.0, + 1772.199951171875, + 1772.199951171875, + 1770.800048828125, + 1774.800048828125, + 1775.800048828125, + 1776.5999755859375, + 1779.5999755859375, + 1784.4000244140625, + 1784.5999755859375, + 1785.4000244140625, + 1786.4000244140625, + 1786.0, + 1785.4000244140625, + 1784.800048828125, + 1788.5999755859375, + 1788.800048828125, + 1782.4000244140625, + 1784.800048828125, + 1785.4000244140625, + 1785.4000244140625, + 1781.0, + 1781.199951171875, + 1782.4000244140625, + 1781.199951171875, + 1782.0, + 1781.4000244140625, + 1781.4000244140625, + 1782.0, + 1782.5999755859375, + 1782.0, + 1781.5999755859375, + 1781.5999755859375, + 1781.199951171875, + 1782.4000244140625, + 1784.0, + 1781.4000244140625, + 1784.5999755859375, + 1784.4000244140625, + 1785.4000244140625, + 1791.800048828125, + 1791.0, + 1790.5999755859375, + 1789.800048828125, + 1794.800048828125, + 1794.800048828125, + 1794.199951171875, + 1793.0, + 1793.5999755859375, + 1793.199951171875, + 1791.199951171875, + 1790.0, + 1789.5999755859375, + 1789.4000244140625, + 1787.800048828125, + 1788.800048828125 + ], + [ + 69.09091186523438, + 110.90908813476562, + 148.64865112304688, + 155.6521759033203, + 185.76271057128906, + 199.4202880859375, + 215.38461303710938, + 225.81394958496094, + 234.68084716796875, + 258.79998779296875, + 273.20001220703125, + 304.20001220703125, + 317.6000061035156, + 331.6000061035156, + 348.6000061035156, + 361.3999938964844, + 370.6000061035156, + 385.0, + 407.79998779296875, + 407.79998779296875, + 412.20001220703125, + 419.20001220703125, + 427.6000061035156, + 442.3999938964844, + 444.0, + 451.20001220703125, + 449.6000061035156, + 452.6000061035156, + 461.6000061035156, + 467.20001220703125, + 471.6000061035156, + 473.79998779296875, + 473.79998779296875, + 475.3999938964844, + 484.0, + 503.6000061035156, + 514.4000244140625, + 513.4000244140625, + 518.7999877929688, + 528.7999877929688, + 535.7999877929688, + 539.4000244140625, + 550.2000122070312, + 563.7999877929688, + 578.0, + 583.0, + 593.2000122070312, + 601.7999877929688, + 601.0, + 604.4000244140625, + 615.7999877929688, + 621.5999755859375, + 625.0, + 624.5999755859375, + 622.7999877929688, + 636.5999755859375, + 644.4000244140625, + 649.4000244140625, + 643.7999877929688, + 645.7999877929688, + 647.5999755859375, + 647.5999755859375, + 656.7999877929688, + 659.0, + 660.5999755859375, + 666.2000122070312, + 663.4000244140625, + 665.7999877929688, + 670.7999877929688, + 676.7999877929688, + 678.5999755859375, + 675.4000244140625, + 679.4000244140625, + 679.2000122070312, + 677.2000122070312, + 675.0, + 675.5999755859375, + 679.7999877929688, + 679.5999755859375, + 680.7999877929688, + 676.7999877929688, + 675.4000244140625, + 676.0, + 679.7999877929688, + 683.0, + 680.2000122070312, + 688.2000122070312, + 689.7999877929688, + 689.2000122070312, + 691.5999755859375, + 697.7999877929688, + 702.2000122070312, + 702.5999755859375, + 705.5999755859375, + 703.7999877929688, + 699.2000122070312, + 697.2000122070312, + 689.4000244140625, + 689.7999877929688, + 687.0, + 682.4000244140625, + 675.0, + 672.2000122070312, + 675.5999755859375, + 679.4000244140625, + 683.7999877929688, + 688.4000244140625, + 695.5999755859375, + 694.2000122070312, + 693.7999877929688, + 697.5999755859375, + 696.2000122070312, + 697.7999877929688, + 699.2000122070312, + 712.7999877929688, + 718.4000244140625, + 725.2000122070312, + 732.0, + 735.4000244140625, + 739.7999877929688, + 750.4000244140625, + 759.5999755859375, + 766.5999755859375, + 762.5999755859375, + 758.7999877929688, + 758.2000122070312, + 754.7999877929688, + 751.5999755859375, + 748.7999877929688, + 748.7999877929688, + 747.7999877929688, + 749.5999755859375, + 756.4000244140625, + 758.5999755859375, + 761.5999755859375, + 758.4000244140625, + 757.5999755859375, + 760.2000122070312, + 758.0, + 760.0, + 760.4000244140625, + 754.4000244140625, + 753.7999877929688, + 760.0, + 760.7999877929688, + 764.0, + 762.7999877929688, + 770.0, + 770.5999755859375, + 769.0, + 768.4000244140625, + 768.4000244140625, + 761.5999755859375, + 758.2000122070312, + 756.5999755859375, + 756.4000244140625, + 752.0, + 745.4000244140625, + 744.2000122070312, + 735.7999877929688, + 735.4000244140625, + 735.7999877929688, + 736.7999877929688, + 739.0, + 741.5999755859375, + 738.2000122070312, + 733.4000244140625, + 724.5999755859375, + 723.0, + 723.2000122070312, + 716.4000244140625, + 718.4000244140625, + 720.2000122070312, + 714.7999877929688, + 711.0, + 707.2000122070312, + 710.5999755859375, + 711.0, + 712.7999877929688, + 701.0, + 698.7999877929688, + 694.7999877929688, + 694.0, + 698.5999755859375, + 698.7999877929688, + 703.5999755859375, + 703.4000244140625, + 698.7999877929688, + 706.2000122070312, + 706.7999877929688, + 709.4000244140625, + 712.7999877929688, + 723.5999755859375, + 721.4000244140625, + 724.5999755859375, + 731.0, + 740.0, + 733.2000122070312, + 751.5999755859375, + 743.2000122070312, + 752.4000244140625, + 756.7999877929688, + 779.2000122070312, + 790.7999877929688, + 804.5999755859375, + 812.2000122070312, + 828.5999755859375, + 840.7999877929688, + 853.5999755859375, + 878.7999877929688, + 896.7999877929688, + 902.7999877929688, + 923.2000122070312, + 937.7999877929688, + 948.5999755859375, + 971.0, + 994.2000122070312, + 1000.7999877929688, + 1023.5999755859375, + 1046.0, + 1048.4000244140625, + 1083.199951171875, + 1094.800048828125, + 1102.4000244140625, + 1117.4000244140625, + 1134.800048828125, + 1142.5999755859375, + 1142.5999755859375, + 1174.0, + 1188.199951171875, + 1188.800048828125, + 1218.0, + 1240.0, + 1254.0, + 1260.199951171875, + 1281.0, + 1282.4000244140625, + 1286.5999755859375, + 1300.199951171875, + 1305.0, + 1312.800048828125, + 1309.4000244140625, + 1312.0, + 1321.5999755859375, + 1310.4000244140625, + 1313.5999755859375, + 1323.5999755859375, + 1341.199951171875, + 1344.0, + 1346.4000244140625, + 1359.0, + 1357.800048828125, + 1356.4000244140625, + 1362.5999755859375, + 1369.5999755859375, + 1364.5999755859375, + 1368.800048828125, + 1370.0, + 1387.5999755859375, + 1383.4000244140625, + 1383.800048828125, + 1396.0, + 1399.5999755859375, + 1407.199951171875, + 1413.199951171875, + 1428.800048828125, + 1432.4000244140625, + 1431.800048828125, + 1430.4000244140625, + 1435.4000244140625, + 1443.199951171875, + 1442.199951171875, + 1433.199951171875, + 1434.199951171875, + 1434.800048828125, + 1443.800048828125, + 1452.800048828125, + 1454.0, + 1450.199951171875, + 1444.199951171875, + 1450.199951171875, + 1452.4000244140625, + 1448.5999755859375, + 1448.800048828125, + 1453.5999755859375, + 1454.4000244140625, + 1458.199951171875, + 1460.5999755859375, + 1466.4000244140625, + 1469.800048828125, + 1470.4000244140625, + 1465.4000244140625, + 1471.800048828125, + 1484.800048828125, + 1482.5999755859375, + 1481.5999755859375, + 1475.800048828125, + 1480.0, + 1489.0, + 1496.0, + 1500.800048828125, + 1494.0, + 1493.800048828125, + 1497.4000244140625, + 1498.800048828125, + 1509.199951171875, + 1508.0, + 1509.0, + 1505.5999755859375, + 1510.800048828125, + 1506.0, + 1509.800048828125, + 1511.199951171875, + 1515.5999755859375, + 1520.199951171875, + 1525.0, + 1533.199951171875, + 1539.0, + 1539.800048828125, + 1538.5999755859375, + 1543.4000244140625, + 1546.199951171875, + 1546.4000244140625, + 1566.5999755859375, + 1565.199951171875, + 1568.0, + 1565.199951171875, + 1573.199951171875, + 1573.4000244140625, + 1574.800048828125, + 1578.5999755859375, + 1580.800048828125, + 1578.0, + 1583.5999755859375, + 1585.4000244140625, + 1586.4000244140625, + 1582.199951171875, + 1585.5999755859375, + 1583.5999755859375, + 1584.0, + 1591.5999755859375, + 1592.800048828125, + 1588.4000244140625, + 1592.0, + 1593.5999755859375, + 1602.4000244140625, + 1597.800048828125, + 1605.5999755859375, + 1601.4000244140625, + 1605.4000244140625, + 1606.199951171875, + 1611.5999755859375, + 1611.5999755859375, + 1611.4000244140625, + 1621.800048828125, + 1625.199951171875, + 1623.800048828125, + 1628.5999755859375, + 1634.199951171875, + 1633.5999755859375, + 1631.800048828125, + 1631.199951171875, + 1636.0, + 1638.0, + 1644.0, + 1646.0, + 1644.4000244140625, + 1650.199951171875, + 1651.199951171875, + 1655.5999755859375, + 1656.800048828125, + 1653.800048828125, + 1660.800048828125, + 1661.0, + 1664.199951171875, + 1666.199951171875, + 1666.800048828125, + 1668.0, + 1658.199951171875, + 1663.800048828125, + 1663.199951171875, + 1666.5999755859375, + 1669.800048828125, + 1672.199951171875, + 1673.0, + 1673.199951171875, + 1671.800048828125, + 1672.4000244140625, + 1674.800048828125, + 1667.5999755859375, + 1676.199951171875, + 1676.4000244140625, + 1674.5999755859375, + 1679.0, + 1676.4000244140625, + 1678.5999755859375, + 1680.4000244140625, + 1678.800048828125, + 1681.199951171875, + 1675.5999755859375, + 1686.5999755859375, + 1685.0, + 1682.5999755859375, + 1679.800048828125, + 1681.4000244140625, + 1684.0, + 1682.800048828125, + 1684.4000244140625, + 1684.4000244140625, + 1686.0, + 1682.199951171875, + 1682.0, + 1681.800048828125, + 1682.5999755859375, + 1683.0, + 1683.800048828125, + 1675.4000244140625, + 1680.5999755859375, + 1678.4000244140625, + 1679.5999755859375, + 1672.800048828125, + 1679.199951171875, + 1679.5999755859375, + 1679.199951171875, + 1681.4000244140625, + 1684.0, + 1681.5999755859375, + 1682.0, + 1680.199951171875, + 1681.4000244140625, + 1683.0, + 1689.5999755859375, + 1690.0, + 1693.0, + 1694.4000244140625, + 1696.0, + 1697.4000244140625, + 1695.800048828125, + 1695.5999755859375, + 1705.4000244140625, + 1703.800048828125, + 1705.5999755859375, + 1706.800048828125, + 1706.5999755859375, + 1703.5999755859375, + 1701.199951171875, + 1703.4000244140625, + 1699.4000244140625, + 1700.0, + 1703.199951171875, + 1704.199951171875, + 1705.800048828125, + 1707.4000244140625, + 1703.800048828125, + 1699.800048828125, + 1696.5999755859375, + 1695.5999755859375, + 1692.0, + 1693.0, + 1693.5999755859375, + 1695.199951171875, + 1690.0, + 1692.199951171875, + 1689.0, + 1687.5999755859375, + 1689.0, + 1688.0, + 1683.0, + 1686.800048828125, + 1687.4000244140625, + 1690.0, + 1685.199951171875, + 1683.800048828125, + 1682.199951171875, + 1677.5999755859375, + 1673.199951171875, + 1677.0, + 1681.800048828125, + 1685.0, + 1675.0, + 1675.0, + 1674.5999755859375, + 1672.199951171875, + 1676.5999755859375, + 1669.199951171875, + 1664.0, + 1669.0, + 1669.199951171875, + 1672.199951171875, + 1673.0, + 1674.199951171875, + 1676.800048828125, + 1676.800048828125, + 1677.0, + 1676.5999755859375, + 1678.5999755859375, + 1681.4000244140625, + 1683.199951171875, + 1682.199951171875, + 1679.4000244140625, + 1674.5999755859375, + 1674.800048828125, + 1672.5999755859375, + 1660.800048828125, + 1665.199951171875, + 1662.0, + 1659.5999755859375, + 1665.5999755859375, + 1659.199951171875, + 1656.5999755859375, + 1660.5999755859375, + 1664.4000244140625, + 1662.199951171875, + 1652.0, + 1651.0, + 1654.800048828125, + 1651.0, + 1648.5999755859375, + 1648.0, + 1649.5999755859375, + 1650.199951171875, + 1649.4000244140625, + 1652.0, + 1655.4000244140625, + 1665.4000244140625, + 1674.199951171875, + 1674.0, + 1683.199951171875, + 1688.199951171875, + 1687.199951171875, + 1691.0, + 1702.0, + 1701.0, + 1701.5999755859375, + 1700.4000244140625, + 1711.0, + 1715.4000244140625, + 1716.199951171875, + 1713.4000244140625, + 1717.800048828125, + 1717.5999755859375, + 1721.0, + 1724.0, + 1725.4000244140625, + 1725.800048828125, + 1725.0, + 1724.0, + 1722.800048828125, + 1720.800048828125, + 1717.800048828125, + 1715.4000244140625, + 1711.199951171875, + 1712.0, + 1706.0, + 1715.4000244140625, + 1716.0, + 1718.5999755859375, + 1719.199951171875, + 1719.0, + 1717.0, + 1716.4000244140625, + 1716.4000244140625, + 1718.0, + 1719.0, + 1719.199951171875, + 1718.5999755859375, + 1719.199951171875, + 1721.5999755859375, + 1721.4000244140625, + 1722.800048828125, + 1725.5999755859375, + 1729.800048828125, + 1729.4000244140625, + 1730.800048828125, + 1726.199951171875, + 1728.199951171875, + 1726.5999755859375, + 1721.199951171875, + 1721.0, + 1717.199951171875, + 1717.800048828125, + 1723.0, + 1723.0, + 1723.199951171875, + 1721.800048828125, + 1721.199951171875, + 1719.800048828125, + 1716.5999755859375, + 1718.800048828125, + 1717.199951171875, + 1712.800048828125, + 1717.0, + 1716.0, + 1717.5999755859375, + 1718.4000244140625, + 1720.800048828125, + 1723.800048828125, + 1724.4000244140625, + 1719.0, + 1722.5999755859375, + 1722.800048828125, + 1722.5999755859375, + 1725.199951171875, + 1723.800048828125, + 1725.199951171875, + 1727.199951171875, + 1723.199951171875, + 1723.800048828125, + 1723.5999755859375, + 1720.4000244140625, + 1720.0, + 1721.4000244140625, + 1723.5999755859375, + 1718.800048828125, + 1719.4000244140625, + 1717.800048828125, + 1718.800048828125, + 1718.800048828125, + 1720.800048828125, + 1719.4000244140625, + 1722.5999755859375, + 1720.199951171875, + 1716.5999755859375, + 1716.5999755859375, + 1716.199951171875, + 1713.199951171875, + 1714.4000244140625, + 1712.0, + 1716.4000244140625, + 1717.0, + 1719.800048828125, + 1723.0, + 1725.5999755859375, + 1724.5999755859375, + 1722.4000244140625, + 1725.4000244140625, + 1730.199951171875, + 1732.800048828125, + 1734.4000244140625, + 1729.4000244140625, + 1729.4000244140625, + 1722.199951171875, + 1715.800048828125, + 1715.4000244140625, + 1717.4000244140625, + 1720.800048828125, + 1719.5999755859375, + 1721.800048828125, + 1721.800048828125, + 1721.800048828125, + 1721.5999755859375, + 1721.4000244140625, + 1714.800048828125, + 1716.5999755859375, + 1710.0, + 1708.0, + 1707.4000244140625, + 1706.0, + 1702.5999755859375, + 1693.199951171875, + 1688.0, + 1693.800048828125, + 1689.199951171875, + 1692.5999755859375, + 1701.5999755859375, + 1704.5999755859375, + 1703.800048828125, + 1704.0, + 1706.5999755859375, + 1704.4000244140625, + 1706.800048828125, + 1709.199951171875, + 1705.4000244140625, + 1707.199951171875, + 1706.800048828125, + 1707.800048828125, + 1707.4000244140625, + 1712.800048828125, + 1714.199951171875, + 1718.4000244140625, + 1720.800048828125, + 1724.199951171875, + 1728.199951171875, + 1723.800048828125, + 1728.800048828125, + 1729.0, + 1729.5999755859375, + 1731.0, + 1731.199951171875, + 1732.0, + 1734.199951171875, + 1734.0, + 1735.5999755859375, + 1736.5999755859375, + 1738.800048828125, + 1739.0, + 1736.800048828125, + 1738.800048828125, + 1739.800048828125, + 1736.4000244140625, + 1736.199951171875, + 1735.4000244140625, + 1738.4000244140625, + 1737.4000244140625, + 1737.800048828125, + 1742.4000244140625, + 1745.0, + 1742.4000244140625, + 1743.800048828125, + 1741.4000244140625, + 1742.4000244140625, + 1740.5999755859375, + 1739.800048828125, + 1740.199951171875, + 1740.199951171875, + 1741.5999755859375, + 1739.4000244140625, + 1739.5999755859375, + 1738.199951171875, + 1739.0, + 1739.199951171875, + 1740.5999755859375, + 1743.4000244140625, + 1742.0, + 1743.800048828125, + 1743.5999755859375, + 1742.0, + 1742.199951171875, + 1742.199951171875, + 1748.199951171875, + 1745.800048828125, + 1745.5999755859375, + 1747.800048828125, + 1746.4000244140625, + 1747.4000244140625, + 1747.4000244140625, + 1742.4000244140625, + 1742.0, + 1741.5999755859375, + 1745.4000244140625, + 1748.5999755859375, + 1750.5999755859375, + 1751.0, + 1750.4000244140625, + 1753.4000244140625, + 1756.0, + 1754.0, + 1758.4000244140625, + 1760.800048828125, + 1758.199951171875, + 1758.0, + 1757.800048828125, + 1758.800048828125, + 1760.199951171875, + 1759.0, + 1759.4000244140625, + 1763.4000244140625, + 1762.5999755859375, + 1766.800048828125, + 1770.199951171875, + 1770.199951171875, + 1770.0, + 1770.5999755859375, + 1770.5999755859375, + 1769.4000244140625, + 1765.5999755859375, + 1762.199951171875, + 1762.0, + 1761.199951171875, + 1764.0, + 1760.800048828125, + 1761.4000244140625, + 1761.5999755859375, + 1757.199951171875, + 1762.0, + 1761.4000244140625, + 1762.4000244140625, + 1762.0, + 1763.4000244140625, + 1765.199951171875, + 1766.0, + 1765.4000244140625, + 1764.199951171875, + 1764.800048828125, + 1764.800048828125, + 1766.0, + 1766.4000244140625, + 1768.4000244140625, + 1777.4000244140625, + 1778.0, + 1779.199951171875, + 1780.199951171875, + 1780.4000244140625, + 1782.5999755859375, + 1782.5999755859375, + 1787.0, + 1788.199951171875, + 1781.800048828125, + 1782.4000244140625, + 1783.5999755859375, + 1779.4000244140625, + 1777.5999755859375, + 1774.800048828125, + 1774.199951171875, + 1775.0, + 1771.5999755859375, + 1771.5999755859375, + 1772.0, + 1772.199951171875, + 1772.5999755859375, + 1771.800048828125, + 1772.199951171875, + 1769.4000244140625, + 1770.199951171875, + 1771.199951171875, + 1772.5999755859375, + 1772.5999755859375, + 1773.4000244140625, + 1772.800048828125, + 1778.800048828125, + 1779.199951171875, + 1776.800048828125, + 1768.5999755859375, + 1771.4000244140625, + 1767.5999755859375, + 1765.5999755859375, + 1765.0, + 1768.5999755859375, + 1769.4000244140625, + 1767.4000244140625, + 1767.5999755859375, + 1768.199951171875, + 1761.800048828125, + 1762.0, + 1759.4000244140625, + 1759.0, + 1757.0, + 1754.0, + 1754.4000244140625, + 1754.0, + 1754.5999755859375, + 1751.5999755859375, + 1751.800048828125, + 1755.5999755859375, + 1764.4000244140625, + 1765.5999755859375, + 1773.4000244140625, + 1773.4000244140625, + 1772.800048828125, + 1775.0, + 1774.5999755859375, + 1776.800048828125, + 1776.4000244140625, + 1773.4000244140625, + 1776.199951171875, + 1779.800048828125, + 1776.0, + 1783.0, + 1782.800048828125, + 1783.4000244140625, + 1780.5999755859375, + 1780.0, + 1779.199951171875, + 1776.800048828125, + 1774.0, + 1773.4000244140625, + 1773.4000244140625, + 1773.5999755859375, + 1774.0, + 1774.5999755859375, + 1777.199951171875, + 1771.0, + 1771.0, + 1771.5999755859375, + 1766.4000244140625, + 1766.0, + 1768.0, + 1768.800048828125, + 1767.4000244140625, + 1770.5999755859375, + 1770.199951171875, + 1769.4000244140625, + 1775.199951171875, + 1775.5999755859375, + 1775.5999755859375, + 1780.0, + 1783.199951171875, + 1777.5999755859375, + 1776.800048828125, + 1776.5999755859375, + 1776.4000244140625, + 1776.0, + 1776.5999755859375, + 1780.5999755859375, + 1780.0, + 1780.0, + 1783.5999755859375, + 1784.5999755859375, + 1784.199951171875, + 1784.0, + 1784.199951171875, + 1785.0, + 1784.5999755859375, + 1783.800048828125, + 1785.0, + 1784.800048828125, + 1785.199951171875, + 1786.0, + 1785.199951171875, + 1785.199951171875, + 1791.199951171875, + 1790.800048828125, + 1791.4000244140625, + 1789.199951171875, + 1785.4000244140625, + 1785.5999755859375, + 1783.5999755859375, + 1784.0, + 1784.0, + 1784.800048828125, + 1785.199951171875, + 1785.5999755859375, + 1785.5999755859375, + 1785.4000244140625, + 1784.5999755859375, + 1782.800048828125, + 1782.5999755859375, + 1783.0, + 1780.5999755859375, + 1781.199951171875, + 1781.800048828125, + 1779.5999755859375, + 1777.199951171875, + 1778.0, + 1778.800048828125, + 1781.199951171875, + 1783.199951171875, + 1784.199951171875, + 1784.4000244140625, + 1786.5999755859375, + 1788.199951171875, + 1788.4000244140625, + 1788.5999755859375, + 1789.0, + 1786.0, + 1785.800048828125, + 1786.0, + 1783.4000244140625, + 1785.199951171875, + 1785.5999755859375, + 1782.4000244140625, + 1781.199951171875, + 1782.199951171875, + 1785.0, + 1787.5999755859375, + 1788.0, + 1788.199951171875, + 1787.800048828125, + 1788.199951171875, + 1788.199951171875, + 1787.5999755859375, + 1788.800048828125, + 1788.0, + 1787.5999755859375, + 1787.199951171875, + 1786.4000244140625, + 1786.800048828125, + 1791.0, + 1791.199951171875, + 1791.0, + 1790.5999755859375, + 1787.0, + 1790.800048828125, + 1786.800048828125, + 1789.0, + 1788.199951171875, + 1788.800048828125, + 1789.0, + 1789.5999755859375, + 1789.4000244140625, + 1789.5999755859375, + 1790.4000244140625, + 1791.199951171875, + 1791.0, + 1790.5999755859375, + 1791.0, + 1789.800048828125, + 1790.800048828125, + 1791.4000244140625, + 1790.800048828125, + 1790.199951171875, + 1793.0, + 1795.4000244140625, + 1795.199951171875, + 1797.4000244140625, + 1797.800048828125, + 1801.800048828125, + 1800.199951171875, + 1801.199951171875, + 1800.800048828125 + ] + ], + "strengths": [ + [ + -29.400001525878906, + -12.828575134277344, + 26.506973266601562, + 43.24285888671875, + 59.50908660888672, + 74.29619598388672, + 84.53406524658203, + 95.20000457763672, + 114.20000457763672, + 133.39999389648438, + 153.39999389648438, + 160.20001220703125, + 167.60000610351562, + 172.60000610351562, + 177.20001220703125, + 182.0, + 184.60000610351562, + 188.39999389648438, + 187.60000610351562, + 189.20001220703125, + 192.80001831054688, + 210.60000610351562, + 214.80001831054688, + 223.80001831054688, + 228.39999389648438, + 234.20001220703125, + 243.20001220703125, + 244.60000610351562, + 246.0, + 246.20001220703125, + 249.0, + 244.20001220703125, + 250.20001220703125, + 250.60000610351562, + 253.0, + 259.8000183105469, + 261.3999938964844, + 262.8000183105469, + 273.6000061035156, + 279.0, + 283.8000183105469, + 295.8000183105469, + 310.20001220703125, + 318.3999938964844, + 323.8000183105469, + 325.8000183105469, + 324.0, + 340.0, + 345.6000061035156, + 350.6000061035156, + 361.3999938964844, + 365.3999938964844, + 363.20001220703125, + 368.20001220703125, + 370.20001220703125, + 376.3999938964844, + 376.20001220703125, + 380.6000061035156, + 377.3999938964844, + 382.3999938964844, + 384.20001220703125, + 386.8000183105469, + 392.6000061035156, + 400.8000183105469, + 396.20001220703125, + 406.3999938964844, + 417.0, + 418.0, + 419.3999938964844, + 413.8000183105469, + 416.20001220703125, + 414.20001220703125, + 419.20001220703125, + 437.6000061035156, + 441.6000061035156, + 437.6000061035156, + 431.6000061035156, + 429.0, + 431.3999938964844, + 433.8000183105469, + 432.1999816894531, + 440.6000061035156, + 439.6000061035156, + 444.6000061035156, + 437.8000183105469, + 443.0000305175781, + 438.8000183105469, + 439.8000183105469, + 436.6000061035156, + 439.6000061035156, + 448.8000183105469, + 453.3999938964844, + 456.0000305175781, + 460.6000061035156, + 450.6000061035156, + 459.1999816894531, + 471.1999816894531, + 473.3999938964844, + 480.0000305175781, + 473.6000061035156, + 483.0000305175781, + 483.6000061035156, + 481.6000061035156, + 478.3999938964844, + 472.3999938964844, + 485.6000061035156, + 481.0000305175781, + 488.1999816894531, + 492.8000183105469, + 495.6000061035156, + 502.1999816894531, + 513.5999755859375, + 520.199951171875, + 521.199951171875, + 534.0, + 544.3999633789062, + 552.199951171875, + 556.5999755859375, + 566.7999877929688, + 578.3999633789062, + 587.3999633789062, + 583.0, + 582.199951171875, + 567.5999755859375, + 567.3999633789062, + 569.3999633789062, + 571.3999633789062, + 579.0, + 584.0, + 596.0, + 605.7999877929688, + 612.5999755859375, + 616.0, + 614.7999877929688, + 630.7999877929688, + 642.199951171875, + 655.3999633789062, + 672.0, + 684.5999755859375, + 711.7999877929688, + 741.3999633789062, + 744.0, + 765.0, + 772.0, + 784.0, + 792.0, + 804.5999755859375, + 836.7999877929688, + 856.199951171875, + 872.199951171875, + 887.7999877929688, + 900.0, + 919.3999633789062, + 929.0, + 945.7999267578125, + 953.0, + 971.7999267578125, + 985.0, + 1002.199951171875, + 1010.4000244140625, + 1028.7999267578125, + 1038.199951171875, + 1037.199951171875, + 1058.199951171875, + 1074.5999755859375, + 1080.7999267578125, + 1077.4000244140625, + 1090.199951171875, + 1102.7999267578125, + 1109.5999755859375, + 1122.0, + 1125.0, + 1139.199951171875, + 1141.5999755859375, + 1162.5999755859375, + 1169.4000244140625, + 1170.7999267578125, + 1164.5999755859375, + 1170.4000244140625, + 1170.5999755859375, + 1170.5999755859375, + 1182.5999755859375, + 1186.4000244140625, + 1188.7999267578125, + 1194.7999267578125, + 1193.0, + 1201.0, + 1201.4000244140625, + 1220.0, + 1219.4000244140625, + 1228.7999267578125, + 1244.4000244140625, + 1248.199951171875, + 1247.4000244140625, + 1243.4000244140625, + 1245.5999755859375, + 1249.199951171875, + 1252.7999267578125, + 1259.199951171875, + 1267.4000244140625, + 1286.0, + 1290.4000244140625, + 1281.5999755859375, + 1298.199951171875, + 1314.0, + 1316.0, + 1318.5999755859375, + 1307.199951171875, + 1310.199951171875, + 1313.4000244140625, + 1317.7999267578125, + 1319.199951171875, + 1324.0, + 1336.199951171875, + 1332.4000244140625, + 1342.199951171875, + 1334.5999755859375, + 1331.5999755859375, + 1330.199951171875, + 1336.199951171875, + 1326.199951171875, + 1330.0, + 1340.4000244140625, + 1336.199951171875, + 1338.0, + 1337.5999755859375, + 1339.5999755859375, + 1358.4000244140625, + 1363.7999267578125, + 1368.0, + 1356.5999755859375, + 1353.7999267578125, + 1356.199951171875, + 1355.0, + 1358.4000244140625, + 1344.7999267578125, + 1359.0, + 1371.5999755859375, + 1372.4000244140625, + 1363.5999755859375, + 1368.0, + 1357.0, + 1358.7999267578125, + 1366.5999755859375, + 1368.199951171875, + 1367.4000244140625, + 1366.4000244140625, + 1371.4000244140625, + 1379.4000244140625, + 1373.199951171875, + 1373.7999267578125, + 1390.7999267578125, + 1393.4000244140625, + 1393.7999267578125, + 1389.7999267578125, + 1403.4000244140625, + 1409.0, + 1410.7999267578125, + 1416.199951171875, + 1437.4000244140625, + 1448.7999267578125, + 1445.7999267578125, + 1463.199951171875, + 1466.199951171875, + 1468.7999267578125, + 1474.0, + 1485.4000244140625, + 1487.7999267578125, + 1482.7999267578125, + 1479.5999755859375, + 1483.0, + 1488.7999267578125, + 1492.7999267578125, + 1490.7999267578125, + 1495.0, + 1480.7999267578125, + 1473.0, + 1483.7999267578125, + 1474.4000244140625, + 1461.7999267578125, + 1463.0, + 1459.0, + 1458.7999267578125, + 1459.0, + 1456.5999755859375, + 1452.4000244140625, + 1452.7999267578125, + 1451.4000244140625, + 1454.7999267578125, + 1462.5999755859375, + 1468.7999267578125, + 1462.0, + 1468.0, + 1462.5999755859375, + 1457.7999267578125, + 1453.7999267578125, + 1469.5999755859375, + 1457.7999267578125, + 1456.199951171875, + 1454.7999267578125, + 1468.199951171875, + 1454.7999267578125, + 1455.0, + 1448.7999267578125, + 1447.5999755859375, + 1452.7999267578125, + 1443.7999267578125, + 1440.0, + 1440.7999267578125, + 1430.5999755859375, + 1428.0, + 1423.0, + 1422.4000244140625, + 1414.199951171875, + 1419.199951171875, + 1415.4000244140625, + 1413.7999267578125, + 1429.0, + 1444.5999755859375, + 1452.4000244140625, + 1459.5999755859375, + 1466.0, + 1481.199951171875, + 1487.5999755859375, + 1491.0, + 1492.0, + 1490.0, + 1499.5999755859375, + 1506.199951171875, + 1513.7999267578125, + 1515.5999755859375, + 1521.199951171875, + 1525.5999755859375, + 1534.5999755859375, + 1534.4000244140625, + 1539.5999755859375, + 1548.7999267578125, + 1558.4000244140625, + 1558.0, + 1550.4000244140625, + 1553.199951171875, + 1552.5999755859375, + 1548.199951171875, + 1535.5999755859375, + 1531.0, + 1535.199951171875, + 1531.5999755859375, + 1530.4000244140625, + 1534.7999267578125, + 1532.0, + 1533.4000244140625, + 1522.4000244140625, + 1520.199951171875, + 1520.199951171875, + 1526.5999755859375, + 1517.5999755859375, + 1518.7999267578125, + 1517.7999267578125, + 1512.199951171875, + 1516.0, + 1508.4000244140625, + 1512.4000244140625, + 1510.4000244140625, + 1508.0, + 1516.4000244140625, + 1514.199951171875, + 1521.5999755859375, + 1515.5999755859375, + 1516.4000244140625, + 1514.5999755859375, + 1517.5999755859375, + 1514.0, + 1527.4000244140625, + 1517.4000244140625, + 1530.199951171875, + 1533.4000244140625, + 1537.7999267578125, + 1542.199951171875, + 1539.7999267578125, + 1533.5999755859375, + 1535.199951171875, + 1525.7999267578125, + 1523.4000244140625, + 1515.199951171875, + 1511.0, + 1514.4000244140625, + 1508.5999755859375, + 1509.4000244140625, + 1518.0, + 1516.4000244140625, + 1511.4000244140625, + 1511.199951171875, + 1505.199951171875, + 1502.0, + 1506.7999267578125, + 1507.199951171875, + 1503.199951171875, + 1500.199951171875, + 1498.5999755859375, + 1497.7999267578125, + 1514.4000244140625, + 1513.0, + 1523.0, + 1529.0, + 1541.7999267578125, + 1554.199951171875, + 1555.4000244140625, + 1551.5999755859375, + 1555.0, + 1550.7999267578125, + 1548.7999267578125, + 1551.0, + 1557.4000244140625, + 1566.7999267578125, + 1574.5999755859375, + 1580.7999267578125, + 1584.4000244140625, + 1588.5999755859375, + 1591.7999267578125, + 1597.0, + 1601.5999755859375, + 1597.0, + 1597.199951171875, + 1601.0, + 1596.7999267578125, + 1598.199951171875, + 1598.4000244140625, + 1593.5999755859375, + 1600.5999755859375, + 1605.5999755859375, + 1613.5999755859375, + 1615.0, + 1620.199951171875, + 1620.5999755859375, + 1615.4000244140625, + 1608.7999267578125, + 1609.5999755859375, + 1608.4000244140625, + 1607.5999755859375, + 1608.5999755859375, + 1609.0, + 1613.199951171875, + 1611.7999267578125, + 1616.0, + 1619.0, + 1623.0, + 1620.199951171875, + 1618.0, + 1611.5999755859375, + 1616.4000244140625, + 1616.5999755859375, + 1619.0, + 1621.7999267578125, + 1622.5999755859375, + 1622.7999267578125, + 1620.7999267578125, + 1627.7999267578125, + 1632.199951171875, + 1630.5999755859375, + 1632.4000244140625, + 1635.5999755859375, + 1631.5999755859375, + 1630.0, + 1625.5999755859375, + 1620.0, + 1614.7999267578125, + 1613.7999267578125, + 1609.0, + 1608.7999267578125, + 1620.4000244140625, + 1622.199951171875, + 1615.0, + 1607.199951171875, + 1615.4000244140625, + 1610.199951171875, + 1611.199951171875, + 1610.0, + 1619.0, + 1619.5999755859375, + 1609.5999755859375, + 1612.7999267578125, + 1614.199951171875, + 1611.4000244140625, + 1610.199951171875, + 1612.4000244140625, + 1617.5999755859375, + 1626.7999267578125, + 1631.4000244140625, + 1635.4000244140625, + 1640.4000244140625, + 1644.4000244140625, + 1644.4000244140625, + 1646.199951171875, + 1645.5999755859375, + 1650.4000244140625, + 1646.0, + 1645.5999755859375, + 1638.4000244140625, + 1636.7999267578125, + 1642.199951171875, + 1641.0, + 1652.199951171875, + 1653.4000244140625, + 1640.7999267578125, + 1634.0, + 1643.4000244140625, + 1639.0, + 1639.199951171875, + 1635.7999267578125, + 1641.4000244140625, + 1640.4000244140625, + 1638.7999267578125, + 1632.5999755859375, + 1633.4000244140625, + 1630.4000244140625, + 1625.0, + 1635.7999267578125, + 1636.0, + 1637.5999755859375, + 1642.4000244140625, + 1643.0, + 1632.7999267578125, + 1632.199951171875, + 1627.0, + 1625.0, + 1639.7999267578125, + 1643.5999755859375, + 1638.5999755859375, + 1636.199951171875, + 1639.5999755859375, + 1639.5999755859375, + 1638.0, + 1640.4000244140625, + 1637.4000244140625, + 1640.0, + 1632.4000244140625, + 1634.199951171875, + 1633.0, + 1626.0, + 1627.0, + 1627.199951171875, + 1626.7999267578125, + 1627.7999267578125, + 1620.4000244140625, + 1621.7999267578125, + 1624.199951171875, + 1624.7999267578125, + 1627.4000244140625, + 1629.7999267578125, + 1635.0, + 1643.199951171875, + 1641.199951171875, + 1638.199951171875, + 1639.7999267578125, + 1642.199951171875, + 1641.4000244140625, + 1650.199951171875, + 1649.7999267578125, + 1651.199951171875, + 1650.7999267578125, + 1664.0, + 1664.5999755859375, + 1671.199951171875, + 1676.199951171875, + 1676.5999755859375, + 1686.7999267578125, + 1691.4000244140625, + 1691.199951171875, + 1692.4000244140625, + 1686.0, + 1682.4000244140625, + 1675.199951171875, + 1674.199951171875, + 1677.199951171875, + 1681.0, + 1678.7999267578125, + 1679.199951171875, + 1676.0, + 1675.199951171875, + 1678.5999755859375, + 1679.5999755859375, + 1680.199951171875, + 1674.5999755859375, + 1671.0, + 1659.0, + 1658.7999267578125, + 1653.4000244140625, + 1645.4000244140625, + 1632.5999755859375, + 1632.7999267578125, + 1632.4000244140625, + 1634.4000244140625, + 1637.0, + 1640.0, + 1641.199951171875, + 1639.0, + 1639.0, + 1634.5999755859375, + 1631.0, + 1638.7999267578125, + 1638.199951171875, + 1635.4000244140625, + 1632.7999267578125, + 1633.5999755859375, + 1636.7999267578125, + 1638.199951171875, + 1647.199951171875, + 1647.7999267578125, + 1649.0, + 1650.7999267578125, + 1648.5999755859375, + 1649.7999267578125, + 1645.4000244140625, + 1647.4000244140625, + 1648.5999755859375, + 1643.0, + 1642.199951171875, + 1642.5999755859375, + 1642.5999755859375, + 1649.4000244140625, + 1653.5999755859375, + 1649.5999755859375, + 1652.0, + 1652.5999755859375, + 1661.4000244140625, + 1661.4000244140625, + 1664.4000244140625, + 1669.4000244140625, + 1670.7999267578125, + 1665.5999755859375, + 1668.5999755859375, + 1668.4000244140625, + 1672.4000244140625, + 1684.4000244140625, + 1685.4000244140625, + 1690.5999755859375, + 1690.0, + 1695.199951171875, + 1699.7999267578125, + 1701.0, + 1703.4000244140625, + 1703.199951171875, + 1703.199951171875, + 1701.5999755859375, + 1700.0, + 1699.5999755859375, + 1701.5999755859375, + 1703.199951171875, + 1704.199951171875, + 1702.4000244140625, + 1698.7999267578125, + 1706.0, + 1706.199951171875, + 1703.199951171875, + 1706.4000244140625, + 1705.0, + 1705.4000244140625, + 1702.5999755859375, + 1702.5999755859375, + 1705.5999755859375, + 1695.5999755859375, + 1695.7999267578125, + 1696.0, + 1693.7999267578125, + 1694.4000244140625, + 1690.5999755859375, + 1690.5999755859375, + 1690.199951171875, + 1689.7999267578125, + 1689.199951171875, + 1689.7999267578125, + 1695.4000244140625, + 1694.7999267578125, + 1683.7999267578125, + 1684.199951171875, + 1688.7999267578125, + 1687.7999267578125, + 1694.0, + 1694.199951171875, + 1697.4000244140625, + 1696.7999267578125, + 1696.4000244140625, + 1696.5999755859375, + 1695.199951171875, + 1694.7999267578125, + 1692.5999755859375, + 1692.7999267578125, + 1695.0, + 1700.7999267578125, + 1698.0, + 1693.199951171875, + 1693.199951171875, + 1682.199951171875, + 1679.7999267578125, + 1679.5999755859375, + 1691.0, + 1687.199951171875, + 1684.199951171875, + 1684.0, + 1679.5999755859375, + 1678.5999755859375, + 1678.5999755859375, + 1678.4000244140625, + 1678.7999267578125, + 1679.5999755859375, + 1681.199951171875, + 1686.199951171875, + 1682.199951171875, + 1683.5999755859375, + 1687.5999755859375, + 1686.5999755859375, + 1686.5999755859375, + 1692.4000244140625, + 1691.0, + 1702.0, + 1700.199951171875, + 1699.5999755859375, + 1699.0, + 1702.0, + 1702.5999755859375, + 1705.0, + 1712.199951171875, + 1709.199951171875, + 1709.5999755859375, + 1708.5999755859375, + 1709.4000244140625, + 1711.4000244140625, + 1711.0, + 1715.5999755859375, + 1721.199951171875, + 1714.5999755859375, + 1713.4000244140625, + 1712.199951171875, + 1716.7999267578125, + 1716.5999755859375, + 1715.7999267578125, + 1718.7999267578125, + 1718.5999755859375, + 1714.4000244140625, + 1715.199951171875, + 1709.0, + 1705.4000244140625, + 1704.4000244140625, + 1697.7999267578125, + 1700.5999755859375, + 1700.5999755859375, + 1700.0, + 1699.5999755859375, + 1697.7999267578125, + 1691.5999755859375, + 1692.0, + 1694.7999267578125, + 1696.5999755859375, + 1689.0, + 1689.7999267578125, + 1689.0, + 1686.4000244140625, + 1686.7999267578125, + 1676.4000244140625, + 1677.7999267578125, + 1682.5999755859375, + 1674.4000244140625, + 1677.199951171875, + 1676.199951171875, + 1675.5999755859375, + 1675.0, + 1675.5999755859375, + 1667.0, + 1669.7999267578125, + 1669.4000244140625, + 1670.4000244140625, + 1676.4000244140625, + 1676.199951171875, + 1676.199951171875, + 1677.199951171875, + 1689.5999755859375, + 1690.4000244140625, + 1690.4000244140625, + 1696.0, + 1691.5999755859375, + 1694.7999267578125, + 1699.5999755859375, + 1703.199951171875, + 1707.5999755859375, + 1707.4000244140625, + 1711.199951171875, + 1713.0, + 1721.0, + 1717.199951171875, + 1714.5999755859375, + 1715.199951171875, + 1715.5999755859375, + 1711.5999755859375, + 1713.199951171875, + 1709.0, + 1709.199951171875, + 1709.0, + 1706.5999755859375, + 1706.199951171875, + 1706.4000244140625, + 1706.4000244140625, + 1712.199951171875, + 1707.5999755859375, + 1710.0, + 1710.199951171875, + 1710.0, + 1714.199951171875, + 1714.4000244140625, + 1719.7999267578125, + 1720.199951171875, + 1724.7999267578125, + 1734.0, + 1737.0, + 1737.199951171875, + 1741.0, + 1737.199951171875, + 1737.0, + 1740.5999755859375, + 1732.7999267578125, + 1732.199951171875, + 1730.4000244140625, + 1730.7999267578125, + 1730.7999267578125, + 1730.4000244140625, + 1721.4000244140625, + 1723.199951171875, + 1717.5999755859375, + 1717.7999267578125, + 1717.5999755859375, + 1717.7999267578125, + 1718.4000244140625, + 1718.0, + 1716.4000244140625, + 1715.5999755859375, + 1717.7999267578125, + 1717.5999755859375, + 1716.199951171875, + 1715.0, + 1720.0, + 1721.199951171875, + 1728.7999267578125, + 1729.5999755859375, + 1729.7999267578125, + 1733.5999755859375, + 1733.199951171875, + 1733.0, + 1732.5999755859375, + 1737.7999267578125, + 1745.0, + 1745.4000244140625, + 1744.7999267578125, + 1743.199951171875, + 1743.199951171875, + 1743.7999267578125, + 1745.5999755859375, + 1744.5999755859375, + 1744.7999267578125, + 1745.199951171875, + 1740.4000244140625, + 1742.4000244140625, + 1742.4000244140625, + 1739.199951171875, + 1740.199951171875, + 1740.0, + 1735.199951171875, + 1735.7999267578125, + 1735.5999755859375, + 1732.199951171875, + 1732.5999755859375, + 1733.4000244140625, + 1737.199951171875, + 1732.5999755859375, + 1733.0, + 1735.199951171875, + 1735.4000244140625, + 1735.5999755859375, + 1732.0, + 1732.0, + 1732.4000244140625, + 1729.199951171875, + 1732.7999267578125, + 1729.0, + 1721.7999267578125, + 1725.5999755859375, + 1725.5999755859375, + 1725.4000244140625, + 1729.7999267578125, + 1730.4000244140625, + 1730.4000244140625, + 1731.0, + 1734.5999755859375, + 1735.0, + 1735.199951171875, + 1735.5999755859375, + 1741.0, + 1737.4000244140625, + 1738.0, + 1737.199951171875, + 1741.0, + 1739.199951171875, + 1728.0, + 1727.7999267578125, + 1730.5999755859375, + 1731.4000244140625, + 1736.7999267578125, + 1742.4000244140625, + 1742.7999267578125, + 1738.199951171875, + 1739.199951171875, + 1739.0, + 1738.0, + 1738.0, + 1737.199951171875, + 1737.199951171875, + 1737.4000244140625, + 1736.0, + 1732.4000244140625, + 1729.7999267578125, + 1723.5999755859375, + 1721.7999267578125, + 1721.0, + 1720.7999267578125, + 1728.4000244140625, + 1730.5999755859375, + 1731.0, + 1732.0, + 1731.4000244140625, + 1731.7999267578125, + 1726.4000244140625, + 1731.7999267578125, + 1731.4000244140625, + 1731.199951171875, + 1733.0, + 1732.4000244140625, + 1732.0, + 1734.0, + 1733.199951171875, + 1733.0, + 1734.199951171875, + 1739.4000244140625, + 1742.7999267578125, + 1749.5999755859375, + 1750.0, + 1753.4000244140625, + 1753.0, + 1754.7999267578125, + 1751.4000244140625, + 1751.199951171875, + 1751.199951171875, + 1751.5999755859375, + 1752.5999755859375, + 1758.7999267578125, + 1756.5999755859375, + 1756.5999755859375, + 1755.7999267578125, + 1754.199951171875, + 1754.5999755859375, + 1755.199951171875, + 1753.4000244140625, + 1753.199951171875, + 1751.199951171875, + 1747.7999267578125, + 1750.7999267578125, + 1750.0, + 1749.7999267578125, + 1748.5999755859375, + 1748.7999267578125, + 1743.7999267578125, + 1744.0, + 1744.5999755859375, + 1744.199951171875, + 1739.199951171875, + 1738.7999267578125, + 1738.7999267578125, + 1740.199951171875, + 1741.199951171875, + 1741.4000244140625, + 1742.0, + 1736.0, + 1736.5999755859375, + 1738.5999755859375, + 1739.199951171875, + 1742.0, + 1744.199951171875, + 1744.0, + 1744.7999267578125, + 1745.199951171875, + 1743.7999267578125, + 1744.199951171875, + 1739.7999267578125, + 1747.0, + 1743.4000244140625, + 1744.4000244140625, + 1747.5999755859375, + 1748.4000244140625, + 1748.4000244140625, + 1748.0, + 1747.7999267578125, + 1747.5999755859375, + 1747.199951171875 + ], + [ + -3.4000015258789062, + 21.562957763671875, + 38.599998474121094, + 60.10942840576172, + 65.65882110595703, + 71.37108612060547, + 81.15319061279297, + 92.79999542236328, + 113.20000457763672, + 125.99999237060547, + 142.20001220703125, + 154.39999389648438, + 169.0, + 187.80001831054688, + 197.60000610351562, + 206.39999389648438, + 234.39999389648438, + 237.80001831054688, + 254.0, + 277.6000061035156, + 289.20001220703125, + 303.6000061035156, + 312.8000183105469, + 314.6000061035156, + 326.8000183105469, + 335.0, + 353.3999938964844, + 356.20001220703125, + 366.3999938964844, + 381.0, + 383.6000061035156, + 394.3999938964844, + 403.6000061035156, + 396.8000183105469, + 401.8000183105469, + 400.8000183105469, + 404.6000061035156, + 413.20001220703125, + 430.20001220703125, + 432.1999816894531, + 437.0000305175781, + 443.1999816894531, + 449.0000305175781, + 456.8000183105469, + 467.6000061035156, + 471.3999938964844, + 472.3999938964844, + 476.3999938964844, + 474.0000305175781, + 478.8000183105469, + 482.1999816894531, + 482.8000183105469, + 487.0000305175781, + 498.0000305175781, + 499.8000183105469, + 495.8000183105469, + 509.0000305175781, + 513.5999755859375, + 512.199951171875, + 518.0, + 518.5999755859375, + 518.7999877929688, + 525.3999633789062, + 529.3999633789062, + 529.3999633789062, + 532.0, + 540.199951171875, + 552.0, + 556.0, + 566.5999755859375, + 572.3999633789062, + 577.7999877929688, + 575.3999633789062, + 578.199951171875, + 590.7999877929688, + 594.0, + 594.3999633789062, + 601.5999755859375, + 604.5999755859375, + 604.0, + 606.5999755859375, + 605.3999633789062, + 607.199951171875, + 612.7999877929688, + 613.0, + 612.7999877929688, + 611.0, + 605.5999755859375, + 608.0, + 603.199951171875, + 602.5999755859375, + 608.199951171875, + 608.5999755859375, + 607.0, + 609.199951171875, + 610.199951171875, + 607.3999633789062, + 608.5999755859375, + 615.0, + 617.199951171875, + 621.7999877929688, + 621.5999755859375, + 621.0, + 623.199951171875, + 624.199951171875, + 625.199951171875, + 632.3999633789062, + 637.0, + 638.7999877929688, + 642.0, + 646.0, + 648.199951171875, + 647.7999877929688, + 647.5999755859375, + 649.7999877929688, + 649.3999633789062, + 647.5999755859375, + 655.0, + 653.5999755859375, + 656.0, + 654.3999633789062, + 657.0, + 660.3999633789062, + 665.0, + 662.7999877929688, + 665.3999633789062, + 670.5999755859375, + 670.0, + 665.199951171875, + 669.199951171875, + 673.0, + 673.5999755859375, + 677.7999877929688, + 682.3999633789062, + 684.0, + 684.199951171875, + 685.5999755859375, + 696.199951171875, + 698.3999633789062, + 699.7999877929688, + 702.5999755859375, + 704.199951171875, + 698.3999633789062, + 700.5999755859375, + 705.3999633789062, + 713.0, + 714.7999877929688, + 716.3999633789062, + 719.199951171875, + 726.0, + 730.7999877929688, + 729.0, + 727.7999877929688, + 727.3999633789062, + 730.199951171875, + 728.199951171875, + 731.3999633789062, + 730.3999633789062, + 726.199951171875, + 724.199951171875, + 721.5999755859375, + 722.0, + 719.3999633789062, + 724.7999877929688, + 733.3999633789062, + 732.3999633789062, + 734.3999633789062, + 732.0, + 732.199951171875, + 733.7999877929688, + 735.199951171875, + 736.0, + 739.3999633789062, + 744.7999877929688, + 742.7999877929688, + 741.0, + 739.3999633789062, + 739.199951171875, + 738.0, + 735.5999755859375, + 737.3999633789062, + 737.0, + 735.3999633789062, + 730.5999755859375, + 726.3999633789062, + 726.0, + 725.199951171875, + 724.7999877929688, + 725.7999877929688, + 724.7999877929688, + 719.5999755859375, + 720.199951171875, + 715.7999877929688, + 712.0, + 712.3999633789062, + 713.199951171875, + 716.3999633789062, + 714.5999755859375, + 714.199951171875, + 714.3999633789062, + 718.3999633789062, + 714.7999877929688, + 715.5999755859375, + 719.0, + 724.3999633789062, + 726.199951171875, + 733.0, + 731.3999633789062, + 724.3999633789062, + 721.3999633789062, + 723.199951171875, + 726.7999877929688, + 726.0, + 729.3999633789062, + 733.7999877929688, + 731.7999877929688, + 731.5999755859375, + 732.199951171875, + 730.3999633789062, + 731.199951171875, + 733.3999633789062, + 733.0, + 737.0, + 735.3999633789062, + 731.199951171875, + 724.3999633789062, + 724.199951171875, + 723.3999633789062, + 726.199951171875, + 732.0, + 733.199951171875, + 731.199951171875, + 722.7999877929688, + 724.3999633789062, + 722.3999633789062, + 722.5999755859375, + 724.7999877929688, + 724.0, + 725.3999633789062, + 729.0, + 729.3999633789062, + 727.5999755859375, + 726.7999877929688, + 726.7999877929688, + 729.199951171875, + 731.5999755859375, + 733.7999877929688, + 737.7999877929688, + 736.3999633789062, + 735.3999633789062, + 732.5999755859375, + 733.7999877929688, + 738.0, + 742.5999755859375, + 745.5999755859375, + 746.5999755859375, + 748.0, + 748.3999633789062, + 749.5999755859375, + 744.5999755859375, + 743.7999877929688, + 741.199951171875, + 741.3999633789062, + 746.199951171875, + 743.7999877929688, + 740.0, + 741.0, + 745.7999877929688, + 746.0, + 745.3999633789062, + 747.5999755859375, + 749.5999755859375, + 755.199951171875, + 756.5999755859375, + 756.3999633789062, + 756.3999633789062, + 756.0, + 756.5999755859375, + 755.5999755859375, + 755.3999633789062, + 755.199951171875, + 758.199951171875, + 762.0, + 763.3999633789062, + 764.7999877929688, + 764.7999877929688, + 771.7999877929688, + 773.5999755859375, + 773.3999633789062, + 768.3999633789062, + 770.5999755859375, + 769.3999633789062, + 766.7999877929688, + 767.0, + 764.7999877929688, + 764.3999633789062, + 760.0, + 760.7999877929688, + 762.199951171875, + 759.199951171875, + 757.3999633789062, + 756.3999633789062, + 753.7999877929688, + 751.0, + 752.0, + 753.3999633789062, + 751.199951171875, + 748.3999633789062, + 749.7999877929688, + 747.0, + 752.0, + 752.199951171875, + 748.0, + 750.3999633789062, + 750.5999755859375, + 746.199951171875, + 742.7999877929688, + 748.3999633789062, + 750.5999755859375, + 751.3999633789062, + 756.3999633789062, + 756.3999633789062, + 760.199951171875, + 760.3999633789062, + 762.199951171875, + 763.199951171875, + 759.0, + 762.199951171875, + 762.0, + 758.7999877929688, + 761.199951171875, + 759.7999877929688, + 759.5999755859375, + 765.0, + 765.199951171875, + 764.0, + 766.5999755859375, + 768.7999877929688, + 770.199951171875, + 768.199951171875, + 766.3999633789062, + 763.3999633789062, + 758.5999755859375, + 756.3999633789062, + 752.199951171875, + 753.7999877929688, + 750.3999633789062, + 755.0, + 755.0, + 754.7999877929688, + 756.199951171875, + 755.7999877929688, + 751.0, + 751.3999633789062, + 749.3999633789062, + 748.7999877929688, + 747.3999633789062, + 742.7999877929688, + 742.199951171875, + 740.5999755859375, + 743.199951171875, + 742.199951171875, + 740.3999633789062, + 746.7999877929688, + 749.7999877929688, + 753.0, + 752.5999755859375, + 755.0, + 755.3999633789062, + 752.7999877929688, + 753.0, + 747.7999877929688, + 751.199951171875, + 754.3999633789062, + 755.5999755859375, + 758.199951171875, + 755.0, + 756.199951171875, + 759.3999633789062, + 759.0, + 761.199951171875, + 754.3999633789062, + 755.199951171875, + 753.7999877929688, + 756.0, + 753.3999633789062, + 752.199951171875, + 746.3999633789062, + 749.0, + 746.5999755859375, + 749.7999877929688, + 747.3999633789062, + 751.3999633789062, + 751.0, + 751.3999633789062, + 749.5999755859375, + 749.5999755859375, + 750.7999877929688, + 752.0, + 753.5999755859375, + 755.3999633789062, + 756.5999755859375, + 760.3999633789062, + 762.0, + 763.0, + 765.0, + 765.0, + 768.199951171875, + 772.0, + 773.0, + 770.3999633789062, + 771.7999877929688, + 765.0, + 764.199951171875, + 760.7999877929688, + 760.0, + 757.7999877929688, + 749.3999633789062, + 748.5999755859375, + 743.5999755859375, + 737.199951171875, + 731.0, + 723.5999755859375, + 728.199951171875, + 709.5999755859375, + 713.0, + 712.7999877929688, + 724.0, + 720.7999877929688, + 735.199951171875, + 746.5999755859375, + 752.199951171875, + 758.199951171875, + 774.7999877929688, + 793.199951171875, + 802.7999877929688, + 819.0, + 835.7999877929688, + 850.3999633789062, + 877.7999877929688, + 890.7999877929688, + 892.7999877929688, + 937.0, + 953.4000244140625, + 964.0, + 970.7999267578125, + 986.5999755859375, + 989.5999755859375, + 996.199951171875, + 1019.7999267578125, + 1041.0, + 1041.199951171875, + 1051.7999267578125, + 1063.7999267578125, + 1068.5999755859375, + 1073.4000244140625, + 1076.199951171875, + 1083.7999267578125, + 1099.0, + 1106.4000244140625, + 1126.199951171875, + 1128.199951171875, + 1143.5999755859375, + 1154.0, + 1174.4000244140625, + 1175.5999755859375, + 1184.4000244140625, + 1205.4000244140625, + 1212.5999755859375, + 1213.5999755859375, + 1218.7999267578125, + 1234.0, + 1250.199951171875, + 1261.7999267578125, + 1276.199951171875, + 1289.5999755859375, + 1292.199951171875, + 1308.4000244140625, + 1317.5999755859375, + 1324.5999755859375, + 1330.0, + 1332.4000244140625, + 1343.5999755859375, + 1343.4000244140625, + 1348.7999267578125, + 1358.5999755859375, + 1367.199951171875, + 1363.0, + 1366.5999755859375, + 1375.199951171875, + 1381.7999267578125, + 1396.199951171875, + 1401.4000244140625, + 1406.7999267578125, + 1405.7999267578125, + 1408.7999267578125, + 1417.7999267578125, + 1421.0, + 1425.5999755859375, + 1428.7999267578125, + 1437.7999267578125, + 1435.0, + 1441.0, + 1442.199951171875, + 1445.5999755859375, + 1448.0, + 1452.7999267578125, + 1455.199951171875, + 1460.7999267578125, + 1465.199951171875, + 1470.4000244140625, + 1470.0, + 1468.5999755859375, + 1472.5999755859375, + 1472.199951171875, + 1476.5999755859375, + 1476.7999267578125, + 1479.0, + 1480.0, + 1486.199951171875, + 1487.5999755859375, + 1487.5999755859375, + 1494.5999755859375, + 1491.4000244140625, + 1496.199951171875, + 1500.5999755859375, + 1508.5999755859375, + 1513.199951171875, + 1515.199951171875, + 1520.7999267578125, + 1521.5999755859375, + 1527.0, + 1528.199951171875, + 1529.7999267578125, + 1535.199951171875, + 1540.4000244140625, + 1547.199951171875, + 1554.199951171875, + 1555.4000244140625, + 1563.0, + 1565.0, + 1569.7999267578125, + 1571.199951171875, + 1579.0, + 1575.5999755859375, + 1580.199951171875, + 1575.5999755859375, + 1580.7999267578125, + 1578.199951171875, + 1578.4000244140625, + 1581.7999267578125, + 1580.5999755859375, + 1583.7999267578125, + 1583.7999267578125, + 1590.7999267578125, + 1593.0, + 1587.7999267578125, + 1590.4000244140625, + 1588.5999755859375, + 1588.7999267578125, + 1586.7999267578125, + 1586.0, + 1585.5999755859375, + 1583.5999755859375, + 1580.199951171875, + 1582.4000244140625, + 1585.5999755859375, + 1586.0, + 1590.4000244140625, + 1589.5999755859375, + 1588.0, + 1584.0, + 1588.199951171875, + 1589.4000244140625, + 1590.199951171875, + 1588.7999267578125, + 1590.0, + 1589.5999755859375, + 1589.199951171875, + 1599.4000244140625, + 1601.4000244140625, + 1604.5999755859375, + 1604.7999267578125, + 1605.7999267578125, + 1607.4000244140625, + 1609.7999267578125, + 1604.7999267578125, + 1607.7999267578125, + 1609.4000244140625, + 1610.199951171875, + 1604.7999267578125, + 1604.7999267578125, + 1609.199951171875, + 1611.199951171875, + 1613.199951171875, + 1610.199951171875, + 1609.4000244140625, + 1610.5999755859375, + 1611.4000244140625, + 1612.199951171875, + 1612.5999755859375, + 1609.0, + 1609.199951171875, + 1605.0, + 1601.7999267578125, + 1603.0, + 1603.7999267578125, + 1600.5999755859375, + 1605.7999267578125, + 1605.5999755859375, + 1603.199951171875, + 1605.199951171875, + 1608.4000244140625, + 1611.5999755859375, + 1614.0, + 1610.7999267578125, + 1610.7999267578125, + 1612.5999755859375, + 1612.5999755859375, + 1614.199951171875, + 1616.0, + 1613.4000244140625, + 1607.5999755859375, + 1609.199951171875, + 1609.5999755859375, + 1611.0, + 1618.199951171875, + 1617.7999267578125, + 1619.0, + 1617.4000244140625, + 1617.7999267578125, + 1621.0, + 1625.5999755859375, + 1625.4000244140625, + 1628.5999755859375, + 1629.7999267578125, + 1628.199951171875, + 1632.0, + 1630.7999267578125, + 1634.5999755859375, + 1635.5999755859375, + 1633.0, + 1623.4000244140625, + 1626.4000244140625, + 1633.0, + 1634.7999267578125, + 1634.0, + 1628.5999755859375, + 1626.0, + 1627.4000244140625, + 1623.199951171875, + 1625.199951171875, + 1630.0, + 1624.0, + 1620.5999755859375, + 1617.199951171875, + 1616.4000244140625, + 1617.4000244140625, + 1617.7999267578125, + 1619.4000244140625, + 1615.5999755859375, + 1613.199951171875, + 1613.0, + 1611.7999267578125, + 1622.7999267578125, + 1623.0, + 1620.5999755859375, + 1622.7999267578125, + 1615.7999267578125, + 1615.7999267578125, + 1621.5999755859375, + 1618.7999267578125, + 1619.199951171875, + 1620.7999267578125, + 1619.0, + 1625.0, + 1619.4000244140625, + 1626.199951171875, + 1627.7999267578125, + 1629.199951171875, + 1629.5999755859375, + 1629.0, + 1629.4000244140625, + 1632.4000244140625, + 1634.4000244140625, + 1638.5999755859375, + 1638.5999755859375, + 1638.5999755859375, + 1641.7999267578125, + 1642.7999267578125, + 1642.199951171875, + 1650.199951171875, + 1653.5999755859375, + 1656.5999755859375, + 1659.199951171875, + 1662.199951171875, + 1665.7999267578125, + 1667.0, + 1666.7999267578125, + 1671.4000244140625, + 1668.199951171875, + 1668.0, + 1669.0, + 1669.7999267578125, + 1671.5999755859375, + 1667.7999267578125, + 1664.199951171875, + 1660.199951171875, + 1659.4000244140625, + 1659.5999755859375, + 1657.199951171875, + 1657.4000244140625, + 1659.199951171875, + 1657.0, + 1655.7999267578125, + 1656.7999267578125, + 1651.5999755859375, + 1650.7999267578125, + 1651.7999267578125, + 1651.5999755859375, + 1646.0, + 1645.0, + 1648.5999755859375, + 1645.5999755859375, + 1644.199951171875, + 1645.5999755859375, + 1645.199951171875, + 1647.5999755859375, + 1648.7999267578125, + 1651.4000244140625, + 1655.7999267578125, + 1657.5999755859375, + 1655.199951171875, + 1656.0, + 1656.0, + 1658.5999755859375, + 1660.199951171875, + 1659.7999267578125, + 1661.0, + 1670.0, + 1669.5999755859375, + 1669.199951171875, + 1669.0, + 1675.4000244140625, + 1675.4000244140625, + 1675.5999755859375, + 1677.4000244140625, + 1677.7999267578125, + 1677.5999755859375, + 1675.7999267578125, + 1678.5999755859375, + 1678.7999267578125, + 1679.7999267578125, + 1678.199951171875, + 1678.4000244140625, + 1680.199951171875, + 1682.4000244140625, + 1683.0, + 1682.7999267578125, + 1681.199951171875, + 1676.5999755859375, + 1669.4000244140625, + 1669.4000244140625, + 1669.0, + 1666.0, + 1668.4000244140625, + 1668.0, + 1662.0, + 1660.4000244140625, + 1660.4000244140625, + 1660.4000244140625, + 1663.199951171875, + 1664.7999267578125, + 1664.4000244140625, + 1663.4000244140625, + 1660.7999267578125, + 1660.5999755859375, + 1660.5999755859375, + 1654.0, + 1653.5999755859375, + 1653.7999267578125, + 1653.5999755859375, + 1656.5999755859375, + 1658.0, + 1660.199951171875, + 1659.5999755859375, + 1659.7999267578125, + 1659.7999267578125, + 1663.0, + 1664.7999267578125, + 1667.4000244140625, + 1668.5999755859375, + 1669.4000244140625, + 1670.7999267578125, + 1667.4000244140625, + 1668.5999755859375, + 1668.4000244140625, + 1670.7999267578125, + 1671.4000244140625, + 1671.0, + 1671.199951171875, + 1677.0, + 1676.7999267578125, + 1676.7999267578125, + 1675.4000244140625, + 1675.4000244140625, + 1675.5999755859375, + 1674.5999755859375, + 1674.4000244140625, + 1674.5999755859375, + 1675.4000244140625, + 1677.4000244140625, + 1677.4000244140625, + 1676.7999267578125, + 1677.4000244140625, + 1678.5999755859375, + 1678.5999755859375, + 1679.0, + 1675.4000244140625, + 1676.5999755859375, + 1676.7999267578125, + 1679.0, + 1678.7999267578125, + 1675.0, + 1675.5999755859375, + 1676.199951171875, + 1676.4000244140625, + 1673.4000244140625, + 1672.199951171875, + 1674.4000244140625, + 1676.5999755859375, + 1677.199951171875, + 1677.4000244140625, + 1677.199951171875, + 1677.199951171875, + 1677.5999755859375, + 1679.4000244140625, + 1678.7999267578125, + 1678.0, + 1676.5999755859375, + 1681.5999755859375, + 1680.5999755859375, + 1680.199951171875, + 1681.7999267578125, + 1682.5999755859375, + 1682.5999755859375, + 1687.4000244140625, + 1684.7999267578125, + 1684.0, + 1681.0, + 1688.4000244140625, + 1688.199951171875, + 1684.5999755859375, + 1684.5999755859375, + 1687.7999267578125, + 1687.7999267578125, + 1688.0, + 1688.0, + 1687.5999755859375, + 1684.5999755859375, + 1685.199951171875, + 1687.5999755859375, + 1687.5999755859375, + 1688.0, + 1688.199951171875, + 1684.5999755859375, + 1684.4000244140625, + 1684.5999755859375, + 1685.5999755859375, + 1683.7999267578125, + 1687.0, + 1688.199951171875, + 1690.5999755859375, + 1690.0, + 1690.199951171875, + 1693.0, + 1688.199951171875, + 1687.7999267578125, + 1688.0, + 1687.0, + 1686.7999267578125, + 1687.0, + 1682.4000244140625, + 1682.7999267578125, + 1682.7999267578125, + 1683.5999755859375, + 1682.7999267578125, + 1679.199951171875, + 1678.4000244140625, + 1679.0, + 1677.7999267578125, + 1678.0, + 1677.4000244140625, + 1677.5999755859375, + 1677.7999267578125, + 1678.4000244140625, + 1678.5999755859375, + 1677.4000244140625, + 1678.4000244140625, + 1681.5999755859375, + 1679.0, + 1676.199951171875, + 1674.5999755859375, + 1674.7999267578125, + 1679.4000244140625, + 1683.4000244140625, + 1683.5999755859375, + 1683.5999755859375, + 1682.7999267578125, + 1687.0, + 1688.0, + 1692.4000244140625, + 1693.0, + 1692.7999267578125, + 1693.0, + 1693.0, + 1694.0, + 1694.0, + 1693.199951171875, + 1695.4000244140625, + 1696.0, + 1696.4000244140625, + 1696.0, + 1701.4000244140625, + 1701.5999755859375, + 1703.4000244140625, + 1700.199951171875, + 1699.199951171875, + 1699.5999755859375, + 1698.0, + 1695.0, + 1694.4000244140625, + 1693.7999267578125, + 1693.199951171875, + 1692.5999755859375, + 1692.5999755859375, + 1686.5999755859375, + 1687.7999267578125, + 1686.5999755859375, + 1686.4000244140625, + 1686.4000244140625, + 1687.4000244140625, + 1686.7999267578125, + 1687.0, + 1690.5999755859375, + 1690.7999267578125, + 1690.7999267578125, + 1689.4000244140625, + 1693.4000244140625, + 1694.4000244140625, + 1695.199951171875, + 1698.199951171875, + 1703.0, + 1703.199951171875, + 1704.0, + 1705.0, + 1704.5999755859375, + 1704.0, + 1703.4000244140625, + 1707.199951171875, + 1707.4000244140625, + 1701.0, + 1703.4000244140625, + 1704.0, + 1704.0, + 1699.5999755859375, + 1699.7999267578125, + 1701.0, + 1699.7999267578125, + 1700.5999755859375, + 1700.0, + 1700.0, + 1700.5999755859375, + 1701.199951171875, + 1700.5999755859375, + 1700.199951171875, + 1700.199951171875, + 1699.7999267578125, + 1701.0, + 1702.5999755859375, + 1700.0, + 1703.199951171875, + 1703.0, + 1704.0, + 1710.4000244140625, + 1709.5999755859375, + 1709.199951171875, + 1708.4000244140625, + 1713.4000244140625, + 1713.4000244140625, + 1712.7999267578125, + 1711.5999755859375, + 1712.199951171875, + 1711.7999267578125, + 1709.7999267578125, + 1708.5999755859375, + 1708.199951171875, + 1708.0, + 1706.4000244140625, + 1707.4000244140625 + ], + [ + -12.309089660644531, + 29.50908660888672, + 67.24864959716797, + 74.2521743774414, + 104.36270904541016, + 118.0202865600586, + 133.984619140625, + 144.4139404296875, + 153.28085327148438, + 177.39999389648438, + 191.80001831054688, + 222.80001831054688, + 236.20001220703125, + 250.20001220703125, + 267.20001220703125, + 280.0, + 289.20001220703125, + 303.6000061035156, + 326.3999938964844, + 326.3999938964844, + 330.8000183105469, + 337.8000183105469, + 346.20001220703125, + 361.0, + 362.6000061035156, + 369.8000183105469, + 368.20001220703125, + 371.20001220703125, + 380.20001220703125, + 385.8000183105469, + 390.20001220703125, + 392.3999938964844, + 392.3999938964844, + 394.0, + 402.6000061035156, + 422.20001220703125, + 433.0000305175781, + 432.0000305175781, + 437.3999938964844, + 447.3999938964844, + 454.3999938964844, + 458.0000305175781, + 468.8000183105469, + 482.3999938964844, + 496.6000061035156, + 501.6000061035156, + 511.8000183105469, + 520.3999633789062, + 519.5999755859375, + 523.0, + 534.3999633789062, + 540.199951171875, + 543.5999755859375, + 543.199951171875, + 541.3999633789062, + 555.199951171875, + 563.0, + 568.0, + 562.3999633789062, + 564.3999633789062, + 566.199951171875, + 566.199951171875, + 575.3999633789062, + 577.5999755859375, + 579.199951171875, + 584.7999877929688, + 582.0, + 584.3999633789062, + 589.3999633789062, + 595.3999633789062, + 597.199951171875, + 594.0, + 598.0, + 597.7999877929688, + 595.7999877929688, + 593.5999755859375, + 594.199951171875, + 598.3999633789062, + 598.199951171875, + 599.3999633789062, + 595.3999633789062, + 594.0, + 594.5999755859375, + 598.3999633789062, + 601.5999755859375, + 598.7999877929688, + 606.7999877929688, + 608.3999633789062, + 607.7999877929688, + 610.199951171875, + 616.3999633789062, + 620.7999877929688, + 621.199951171875, + 624.199951171875, + 622.3999633789062, + 617.7999877929688, + 615.7999877929688, + 608.0, + 608.3999633789062, + 605.5999755859375, + 601.0, + 593.5999755859375, + 590.7999877929688, + 594.199951171875, + 598.0, + 602.3999633789062, + 607.0, + 614.199951171875, + 612.7999877929688, + 612.3999633789062, + 616.199951171875, + 614.7999877929688, + 616.3999633789062, + 617.7999877929688, + 631.3999633789062, + 637.0, + 643.7999877929688, + 650.5999755859375, + 654.0, + 658.3999633789062, + 669.0, + 678.199951171875, + 685.199951171875, + 681.199951171875, + 677.3999633789062, + 676.7999877929688, + 673.3999633789062, + 670.199951171875, + 667.3999633789062, + 667.3999633789062, + 666.3999633789062, + 668.199951171875, + 675.0, + 677.199951171875, + 680.199951171875, + 677.0, + 676.199951171875, + 678.7999877929688, + 676.5999755859375, + 678.5999755859375, + 679.0, + 673.0, + 672.3999633789062, + 678.5999755859375, + 679.3999633789062, + 682.5999755859375, + 681.3999633789062, + 688.5999755859375, + 689.199951171875, + 687.5999755859375, + 687.0, + 687.0, + 680.199951171875, + 676.7999877929688, + 675.199951171875, + 675.0, + 670.5999755859375, + 664.0, + 662.7999877929688, + 654.3999633789062, + 654.0, + 654.3999633789062, + 655.3999633789062, + 657.5999755859375, + 660.199951171875, + 656.7999877929688, + 652.0, + 643.199951171875, + 641.5999755859375, + 641.7999877929688, + 635.0, + 637.0, + 638.7999877929688, + 633.3999633789062, + 629.5999755859375, + 625.7999877929688, + 629.199951171875, + 629.5999755859375, + 631.3999633789062, + 619.5999755859375, + 617.3999633789062, + 613.3999633789062, + 612.5999755859375, + 617.199951171875, + 617.3999633789062, + 622.199951171875, + 622.0, + 617.3999633789062, + 624.7999877929688, + 625.3999633789062, + 628.0, + 631.3999633789062, + 642.199951171875, + 640.0, + 643.199951171875, + 649.5999755859375, + 658.5999755859375, + 651.7999877929688, + 670.199951171875, + 661.7999877929688, + 671.0, + 675.3999633789062, + 697.7999877929688, + 709.3999633789062, + 723.199951171875, + 730.7999877929688, + 747.199951171875, + 759.3999633789062, + 772.199951171875, + 797.3999633789062, + 815.3999633789062, + 821.3999633789062, + 841.7999877929688, + 856.3999633789062, + 867.199951171875, + 889.5999755859375, + 912.7999877929688, + 919.3999633789062, + 942.199951171875, + 964.5999755859375, + 967.0, + 1001.7999267578125, + 1013.4000244140625, + 1021.0, + 1036.0, + 1053.4000244140625, + 1061.199951171875, + 1061.199951171875, + 1092.5999755859375, + 1106.7999267578125, + 1107.4000244140625, + 1136.5999755859375, + 1158.5999755859375, + 1172.5999755859375, + 1178.7999267578125, + 1199.5999755859375, + 1201.0, + 1205.199951171875, + 1218.7999267578125, + 1223.5999755859375, + 1231.4000244140625, + 1228.0, + 1230.5999755859375, + 1240.199951171875, + 1229.0, + 1232.199951171875, + 1242.199951171875, + 1259.7999267578125, + 1262.5999755859375, + 1265.0, + 1277.5999755859375, + 1276.4000244140625, + 1275.0, + 1281.199951171875, + 1288.199951171875, + 1283.199951171875, + 1287.4000244140625, + 1288.5999755859375, + 1306.199951171875, + 1302.0, + 1302.4000244140625, + 1314.5999755859375, + 1318.199951171875, + 1325.7999267578125, + 1331.7999267578125, + 1347.4000244140625, + 1351.0, + 1350.4000244140625, + 1349.0, + 1354.0, + 1361.7999267578125, + 1360.7999267578125, + 1351.7999267578125, + 1352.7999267578125, + 1353.4000244140625, + 1362.4000244140625, + 1371.4000244140625, + 1372.5999755859375, + 1368.7999267578125, + 1362.7999267578125, + 1368.7999267578125, + 1371.0, + 1367.199951171875, + 1367.4000244140625, + 1372.199951171875, + 1373.0, + 1376.7999267578125, + 1379.199951171875, + 1385.0, + 1388.4000244140625, + 1389.0, + 1384.0, + 1390.4000244140625, + 1403.4000244140625, + 1401.199951171875, + 1400.199951171875, + 1394.4000244140625, + 1398.5999755859375, + 1407.5999755859375, + 1414.5999755859375, + 1419.4000244140625, + 1412.5999755859375, + 1412.4000244140625, + 1416.0, + 1417.4000244140625, + 1427.7999267578125, + 1426.5999755859375, + 1427.5999755859375, + 1424.199951171875, + 1429.4000244140625, + 1424.5999755859375, + 1428.4000244140625, + 1429.7999267578125, + 1434.199951171875, + 1438.7999267578125, + 1443.5999755859375, + 1451.7999267578125, + 1457.5999755859375, + 1458.4000244140625, + 1457.199951171875, + 1462.0, + 1464.7999267578125, + 1465.0, + 1485.199951171875, + 1483.7999267578125, + 1486.5999755859375, + 1483.7999267578125, + 1491.7999267578125, + 1492.0, + 1493.4000244140625, + 1497.199951171875, + 1499.4000244140625, + 1496.5999755859375, + 1502.199951171875, + 1504.0, + 1505.0, + 1500.7999267578125, + 1504.199951171875, + 1502.199951171875, + 1502.5999755859375, + 1510.199951171875, + 1511.4000244140625, + 1507.0, + 1510.5999755859375, + 1512.199951171875, + 1521.0, + 1516.4000244140625, + 1524.199951171875, + 1520.0, + 1524.0, + 1524.7999267578125, + 1530.199951171875, + 1530.199951171875, + 1530.0, + 1540.4000244140625, + 1543.7999267578125, + 1542.4000244140625, + 1547.199951171875, + 1552.7999267578125, + 1552.199951171875, + 1550.4000244140625, + 1549.7999267578125, + 1554.5999755859375, + 1556.5999755859375, + 1562.5999755859375, + 1564.5999755859375, + 1563.0, + 1568.7999267578125, + 1569.7999267578125, + 1574.199951171875, + 1575.4000244140625, + 1572.4000244140625, + 1579.4000244140625, + 1579.5999755859375, + 1582.7999267578125, + 1584.7999267578125, + 1585.4000244140625, + 1586.5999755859375, + 1576.7999267578125, + 1582.4000244140625, + 1581.7999267578125, + 1585.199951171875, + 1588.4000244140625, + 1590.7999267578125, + 1591.5999755859375, + 1591.7999267578125, + 1590.4000244140625, + 1591.0, + 1593.4000244140625, + 1586.199951171875, + 1594.7999267578125, + 1595.0, + 1593.199951171875, + 1597.5999755859375, + 1595.0, + 1597.199951171875, + 1599.0, + 1597.4000244140625, + 1599.7999267578125, + 1594.199951171875, + 1605.199951171875, + 1603.5999755859375, + 1601.199951171875, + 1598.4000244140625, + 1600.0, + 1602.5999755859375, + 1601.4000244140625, + 1603.0, + 1603.0, + 1604.5999755859375, + 1600.7999267578125, + 1600.5999755859375, + 1600.4000244140625, + 1601.199951171875, + 1601.5999755859375, + 1602.4000244140625, + 1594.0, + 1599.199951171875, + 1597.0, + 1598.199951171875, + 1591.4000244140625, + 1597.7999267578125, + 1598.199951171875, + 1597.7999267578125, + 1600.0, + 1602.5999755859375, + 1600.199951171875, + 1600.5999755859375, + 1598.7999267578125, + 1600.0, + 1601.5999755859375, + 1608.199951171875, + 1608.5999755859375, + 1611.5999755859375, + 1613.0, + 1614.5999755859375, + 1616.0, + 1614.4000244140625, + 1614.199951171875, + 1624.0, + 1622.4000244140625, + 1624.199951171875, + 1625.4000244140625, + 1625.199951171875, + 1622.199951171875, + 1619.7999267578125, + 1622.0, + 1618.0, + 1618.5999755859375, + 1621.7999267578125, + 1622.7999267578125, + 1624.4000244140625, + 1626.0, + 1622.4000244140625, + 1618.4000244140625, + 1615.199951171875, + 1614.199951171875, + 1610.5999755859375, + 1611.5999755859375, + 1612.199951171875, + 1613.7999267578125, + 1608.5999755859375, + 1610.7999267578125, + 1607.5999755859375, + 1606.199951171875, + 1607.5999755859375, + 1606.5999755859375, + 1601.5999755859375, + 1605.4000244140625, + 1606.0, + 1608.5999755859375, + 1603.7999267578125, + 1602.4000244140625, + 1600.7999267578125, + 1596.199951171875, + 1591.7999267578125, + 1595.5999755859375, + 1600.4000244140625, + 1603.5999755859375, + 1593.5999755859375, + 1593.5999755859375, + 1593.199951171875, + 1590.7999267578125, + 1595.199951171875, + 1587.7999267578125, + 1582.5999755859375, + 1587.5999755859375, + 1587.7999267578125, + 1590.7999267578125, + 1591.5999755859375, + 1592.7999267578125, + 1595.4000244140625, + 1595.4000244140625, + 1595.5999755859375, + 1595.199951171875, + 1597.199951171875, + 1600.0, + 1601.7999267578125, + 1600.7999267578125, + 1598.0, + 1593.199951171875, + 1593.4000244140625, + 1591.199951171875, + 1579.4000244140625, + 1583.7999267578125, + 1580.5999755859375, + 1578.199951171875, + 1584.199951171875, + 1577.7999267578125, + 1575.199951171875, + 1579.199951171875, + 1583.0, + 1580.7999267578125, + 1570.5999755859375, + 1569.5999755859375, + 1573.4000244140625, + 1569.5999755859375, + 1567.199951171875, + 1566.5999755859375, + 1568.199951171875, + 1568.7999267578125, + 1568.0, + 1570.5999755859375, + 1574.0, + 1584.0, + 1592.7999267578125, + 1592.5999755859375, + 1601.7999267578125, + 1606.7999267578125, + 1605.7999267578125, + 1609.5999755859375, + 1620.5999755859375, + 1619.5999755859375, + 1620.199951171875, + 1619.0, + 1629.5999755859375, + 1634.0, + 1634.7999267578125, + 1632.0, + 1636.4000244140625, + 1636.199951171875, + 1639.5999755859375, + 1642.5999755859375, + 1644.0, + 1644.4000244140625, + 1643.5999755859375, + 1642.5999755859375, + 1641.4000244140625, + 1639.4000244140625, + 1636.4000244140625, + 1634.0, + 1629.7999267578125, + 1630.5999755859375, + 1624.5999755859375, + 1634.0, + 1634.5999755859375, + 1637.199951171875, + 1637.7999267578125, + 1637.5999755859375, + 1635.5999755859375, + 1635.0, + 1635.0, + 1636.5999755859375, + 1637.5999755859375, + 1637.7999267578125, + 1637.199951171875, + 1637.7999267578125, + 1640.199951171875, + 1640.0, + 1641.4000244140625, + 1644.199951171875, + 1648.4000244140625, + 1648.0, + 1649.4000244140625, + 1644.7999267578125, + 1646.7999267578125, + 1645.199951171875, + 1639.7999267578125, + 1639.5999755859375, + 1635.7999267578125, + 1636.4000244140625, + 1641.5999755859375, + 1641.5999755859375, + 1641.7999267578125, + 1640.4000244140625, + 1639.7999267578125, + 1638.4000244140625, + 1635.199951171875, + 1637.4000244140625, + 1635.7999267578125, + 1631.4000244140625, + 1635.5999755859375, + 1634.5999755859375, + 1636.199951171875, + 1637.0, + 1639.4000244140625, + 1642.4000244140625, + 1643.0, + 1637.5999755859375, + 1641.199951171875, + 1641.4000244140625, + 1641.199951171875, + 1643.7999267578125, + 1642.4000244140625, + 1643.7999267578125, + 1645.7999267578125, + 1641.7999267578125, + 1642.4000244140625, + 1642.199951171875, + 1639.0, + 1638.5999755859375, + 1640.0, + 1642.199951171875, + 1637.4000244140625, + 1638.0, + 1636.4000244140625, + 1637.4000244140625, + 1637.4000244140625, + 1639.4000244140625, + 1638.0, + 1641.199951171875, + 1638.7999267578125, + 1635.199951171875, + 1635.199951171875, + 1634.7999267578125, + 1631.7999267578125, + 1633.0, + 1630.5999755859375, + 1635.0, + 1635.5999755859375, + 1638.4000244140625, + 1641.5999755859375, + 1644.199951171875, + 1643.199951171875, + 1641.0, + 1644.0, + 1648.7999267578125, + 1651.4000244140625, + 1653.0, + 1648.0, + 1648.0, + 1640.7999267578125, + 1634.4000244140625, + 1634.0, + 1636.0, + 1639.4000244140625, + 1638.199951171875, + 1640.4000244140625, + 1640.4000244140625, + 1640.4000244140625, + 1640.199951171875, + 1640.0, + 1633.4000244140625, + 1635.199951171875, + 1628.5999755859375, + 1626.5999755859375, + 1626.0, + 1624.5999755859375, + 1621.199951171875, + 1611.7999267578125, + 1606.5999755859375, + 1612.4000244140625, + 1607.7999267578125, + 1611.199951171875, + 1620.199951171875, + 1623.199951171875, + 1622.4000244140625, + 1622.5999755859375, + 1625.199951171875, + 1623.0, + 1625.4000244140625, + 1627.7999267578125, + 1624.0, + 1625.7999267578125, + 1625.4000244140625, + 1626.4000244140625, + 1626.0, + 1631.4000244140625, + 1632.7999267578125, + 1637.0, + 1639.4000244140625, + 1642.7999267578125, + 1646.7999267578125, + 1642.4000244140625, + 1647.4000244140625, + 1647.5999755859375, + 1648.199951171875, + 1649.5999755859375, + 1649.7999267578125, + 1650.5999755859375, + 1652.7999267578125, + 1652.5999755859375, + 1654.199951171875, + 1655.199951171875, + 1657.4000244140625, + 1657.5999755859375, + 1655.4000244140625, + 1657.4000244140625, + 1658.4000244140625, + 1655.0, + 1654.7999267578125, + 1654.0, + 1657.0, + 1656.0, + 1656.4000244140625, + 1661.0, + 1663.5999755859375, + 1661.0, + 1662.4000244140625, + 1660.0, + 1661.0, + 1659.199951171875, + 1658.4000244140625, + 1658.7999267578125, + 1658.7999267578125, + 1660.199951171875, + 1658.0, + 1658.199951171875, + 1656.7999267578125, + 1657.5999755859375, + 1657.7999267578125, + 1659.199951171875, + 1662.0, + 1660.5999755859375, + 1662.4000244140625, + 1662.199951171875, + 1660.5999755859375, + 1660.7999267578125, + 1660.7999267578125, + 1666.7999267578125, + 1664.4000244140625, + 1664.199951171875, + 1666.4000244140625, + 1665.0, + 1666.0, + 1666.0, + 1661.0, + 1660.5999755859375, + 1660.199951171875, + 1664.0, + 1667.199951171875, + 1669.199951171875, + 1669.5999755859375, + 1669.0, + 1672.0, + 1674.5999755859375, + 1672.5999755859375, + 1677.0, + 1679.4000244140625, + 1676.7999267578125, + 1676.5999755859375, + 1676.4000244140625, + 1677.4000244140625, + 1678.7999267578125, + 1677.5999755859375, + 1678.0, + 1682.0, + 1681.199951171875, + 1685.4000244140625, + 1688.7999267578125, + 1688.7999267578125, + 1688.5999755859375, + 1689.199951171875, + 1689.199951171875, + 1688.0, + 1684.199951171875, + 1680.7999267578125, + 1680.5999755859375, + 1679.7999267578125, + 1682.5999755859375, + 1679.4000244140625, + 1680.0, + 1680.199951171875, + 1675.7999267578125, + 1680.5999755859375, + 1680.0, + 1681.0, + 1680.5999755859375, + 1682.0, + 1683.7999267578125, + 1684.5999755859375, + 1684.0, + 1682.7999267578125, + 1683.4000244140625, + 1683.4000244140625, + 1684.5999755859375, + 1685.0, + 1687.0, + 1696.0, + 1696.5999755859375, + 1697.7999267578125, + 1698.7999267578125, + 1699.0, + 1701.199951171875, + 1701.199951171875, + 1705.5999755859375, + 1706.7999267578125, + 1700.4000244140625, + 1701.0, + 1702.199951171875, + 1698.0, + 1696.199951171875, + 1693.4000244140625, + 1692.7999267578125, + 1693.5999755859375, + 1690.199951171875, + 1690.199951171875, + 1690.5999755859375, + 1690.7999267578125, + 1691.199951171875, + 1690.4000244140625, + 1690.7999267578125, + 1688.0, + 1688.7999267578125, + 1689.7999267578125, + 1691.199951171875, + 1691.199951171875, + 1692.0, + 1691.4000244140625, + 1697.4000244140625, + 1697.7999267578125, + 1695.4000244140625, + 1687.199951171875, + 1690.0, + 1686.199951171875, + 1684.199951171875, + 1683.5999755859375, + 1687.199951171875, + 1688.0, + 1686.0, + 1686.199951171875, + 1686.7999267578125, + 1680.4000244140625, + 1680.5999755859375, + 1678.0, + 1677.5999755859375, + 1675.5999755859375, + 1672.5999755859375, + 1673.0, + 1672.5999755859375, + 1673.199951171875, + 1670.199951171875, + 1670.4000244140625, + 1674.199951171875, + 1683.0, + 1684.199951171875, + 1692.0, + 1692.0, + 1691.4000244140625, + 1693.5999755859375, + 1693.199951171875, + 1695.4000244140625, + 1695.0, + 1692.0, + 1694.7999267578125, + 1698.4000244140625, + 1694.5999755859375, + 1701.5999755859375, + 1701.4000244140625, + 1702.0, + 1699.199951171875, + 1698.5999755859375, + 1697.7999267578125, + 1695.4000244140625, + 1692.5999755859375, + 1692.0, + 1692.0, + 1692.199951171875, + 1692.5999755859375, + 1693.199951171875, + 1695.7999267578125, + 1689.5999755859375, + 1689.5999755859375, + 1690.199951171875, + 1685.0, + 1684.5999755859375, + 1686.5999755859375, + 1687.4000244140625, + 1686.0, + 1689.199951171875, + 1688.7999267578125, + 1688.0, + 1693.7999267578125, + 1694.199951171875, + 1694.199951171875, + 1698.5999755859375, + 1701.7999267578125, + 1696.199951171875, + 1695.4000244140625, + 1695.199951171875, + 1695.0, + 1694.5999755859375, + 1695.199951171875, + 1699.199951171875, + 1698.5999755859375, + 1698.5999755859375, + 1702.199951171875, + 1703.199951171875, + 1702.7999267578125, + 1702.5999755859375, + 1702.7999267578125, + 1703.5999755859375, + 1703.199951171875, + 1702.4000244140625, + 1703.5999755859375, + 1703.4000244140625, + 1703.7999267578125, + 1704.5999755859375, + 1703.7999267578125, + 1703.7999267578125, + 1709.7999267578125, + 1709.4000244140625, + 1710.0, + 1707.7999267578125, + 1704.0, + 1704.199951171875, + 1702.199951171875, + 1702.5999755859375, + 1702.5999755859375, + 1703.4000244140625, + 1703.7999267578125, + 1704.199951171875, + 1704.199951171875, + 1704.0, + 1703.199951171875, + 1701.4000244140625, + 1701.199951171875, + 1701.5999755859375, + 1699.199951171875, + 1699.7999267578125, + 1700.4000244140625, + 1698.199951171875, + 1695.7999267578125, + 1696.5999755859375, + 1697.4000244140625, + 1699.7999267578125, + 1701.7999267578125, + 1702.7999267578125, + 1703.0, + 1705.199951171875, + 1706.7999267578125, + 1707.0, + 1707.199951171875, + 1707.5999755859375, + 1704.5999755859375, + 1704.4000244140625, + 1704.5999755859375, + 1702.0, + 1703.7999267578125, + 1704.199951171875, + 1701.0, + 1699.7999267578125, + 1700.7999267578125, + 1703.5999755859375, + 1706.199951171875, + 1706.5999755859375, + 1706.7999267578125, + 1706.4000244140625, + 1706.7999267578125, + 1706.7999267578125, + 1706.199951171875, + 1707.4000244140625, + 1706.5999755859375, + 1706.199951171875, + 1705.7999267578125, + 1705.0, + 1705.4000244140625, + 1709.5999755859375, + 1709.7999267578125, + 1709.5999755859375, + 1709.199951171875, + 1705.5999755859375, + 1709.4000244140625, + 1705.4000244140625, + 1707.5999755859375, + 1706.7999267578125, + 1707.4000244140625, + 1707.5999755859375, + 1708.199951171875, + 1708.0, + 1708.199951171875, + 1709.0, + 1709.7999267578125, + 1709.5999755859375, + 1709.199951171875, + 1709.5999755859375, + 1708.4000244140625, + 1709.4000244140625, + 1710.0, + 1709.4000244140625, + 1708.7999267578125, + 1711.5999755859375, + 1714.0, + 1713.7999267578125, + 1716.0, + 1716.4000244140625, + 1720.4000244140625, + 1718.7999267578125, + 1719.7999267578125, + 1719.4000244140625 + ] + ], + "sample_efficiencies": [ + [ + 0.00010000000474974513, + 8.48105555633083e-05, + 0.00017160229617729783, + -5.87470167374704e-05, + -4.901853571936954e-06, + 5.031161890656222e-06, + 8.213148248614743e-06, + 9.409734047949314e-06, + 9.836516255745664e-06, + 9.873563612927683e-06, + 9.711771781439893e-06, + 9.467024028708693e-06, + 9.189004231302533e-06, + 8.904758033168036e-06, + 8.625403097539674e-06, + 8.3554805314634e-06, + 8.099897058855277e-06, + 7.857143828005064e-06, + 7.632086635567248e-06, + 7.420307611027965e-06, + 7.218858172564069e-06, + 7.014485163381323e-06, + 6.821601800766075e-06, + 6.635541922150878e-06, + 6.459626547439257e-06, + 6.292212674452458e-06, + 6.13076554145664e-06, + 5.9796952882607e-06, + 5.837839125888422e-06, + 5.704835984943202e-06, + 5.578475793299731e-06, + 5.46166756976163e-06, + 5.3485841817746405e-06, + 5.241427970759105e-06, + 5.138891992828576e-06, + 5.039033567300066e-06, + 4.943672593071824e-06, + 4.852535312238615e-06, + 4.7623257160012145e-06, + 4.67489962829859e-06, + 4.5903329919383395e-06, + 4.506538516579894e-06, + 4.423113296070369e-06, + 4.341873136581853e-06, + 4.263448772690026e-06, + 4.188452749076532e-06, + 4.117432126804488e-06, + 4.046437425131444e-06, + 3.977721462433692e-06, + 3.911290150426794e-06, + 3.846014806185849e-06, + 3.7830793644388905e-06, + 3.723333293237374e-06, + 3.6654071209341055e-06, + 3.6096560052101268e-06, + 3.5553523503040196e-06, + 3.50330969922652e-06, + 3.4527731713751564e-06, + 3.404618155400385e-06, + 3.357680498083937e-06, + 3.3122857985290466e-06, + 3.268259206379298e-06, + 3.2251894026558148e-06, + 3.1828064948058454e-06, + 3.142390823995811e-06, + 3.1023744213598548e-06, + 3.0627534215454943e-06, + 3.024419129360467e-06, + 2.9872649065509904e-06, + 2.9518148494389607e-06, + 2.917299525506678e-06, + 2.8840236154792365e-06, + 2.8513791221485008e-06, + 2.8183628728584154e-06, + 2.786094682960538e-06, + 2.7551031962502748e-06, + 2.725442300288705e-06, + 2.6968032216245774e-06, + 2.6688098841987085e-06, + 2.641438641148852e-06, + 2.6149079985771095e-06, + 2.5885881314025028e-06, + 2.563027919677552e-06, + 2.5378569716849597e-06, + 2.5137082957371604e-06, + 2.489888402124052e-06, + 2.4668786409165477e-06, + 2.4443747861369047e-06, + 2.4225644210673636e-06, + 2.401116034889128e-06, + 2.379729949097964e-06, + 2.35863126363256e-06, + 2.3379066078632604e-06, + 2.3174577563622734e-06, + 2.2979052118898835e-06, + 2.278421561641153e-06, + 2.2588790216104826e-06, + 2.2396891381504247e-06, + 2.2206700123206247e-06, + 2.202320956712356e-06, + 2.184017603212851e-06, + 2.1660923721356085e-06, + 2.148625299014384e-06, + 2.131638666469371e-06, + 2.115208189934492e-06, + 2.0986617528251372e-06, + 2.0826048512390116e-06, + 2.0666350337705808e-06, + 2.0508389297901886e-06, + 2.0352711089799413e-06, + 2.0198117454128806e-06, + 2.0043205495312577e-06, + 1.9889503164449707e-06, + 1.973862481463584e-06, + 1.9587187125580385e-06, + 1.943598135767388e-06, + 1.9285794223833364e-06, + 1.9137551134917885e-06, + 1.898973096103873e-06, + 1.8842055169443483e-06, + 1.8695258177103824e-06, + 1.855261189120938e-06, + 1.8413086309010396e-06, + 1.827976461754588e-06, + 1.8149059997085715e-06, + 1.8020394918494276e-06, + 1.7893714812089456e-06, + 1.7767769122656318e-06, + 1.7643128558120225e-06, + 1.7518337926958338e-06, + 1.739392359922931e-06, + 1.7270529042434646e-06, + 1.7148828419522033e-06, + 1.7029666423695744e-06, + 1.690972226242593e-06, + 1.6789962273833225e-06, + 1.6670119293848984e-06, + 1.6549666952414555e-06, + 1.6429411289209384e-06, + 1.6306934185195132e-06, + 1.6182067383851972e-06, + 1.6059449308158946e-06, + 1.5936083173073712e-06, + 1.581428819008579e-06, + 1.5693279920014902e-06, + 1.5573689324810402e-06, + 1.545483087284083e-06, + 1.5333945384554681e-06, + 1.521305307505827e-06, + 1.509270646238292e-06, + 1.4973015822761226e-06, + 1.4854467735858634e-06, + 1.4736161801920389e-06, + 1.4619389503423008e-06, + 1.4503260672427132e-06, + 1.438895537830831e-06, + 1.427509459972498e-06, + 1.4162367278913734e-06, + 1.4050339132154477e-06, + 1.3940023109171307e-06, + 1.3830307352691307e-06, + 1.3722159337703488e-06, + 1.3616595424537081e-06, + 1.3511356655726559e-06, + 1.3406942116489518e-06, + 1.3304328376761987e-06, + 1.3204345350459334e-06, + 1.3105432117299642e-06, + 1.3007603456571815e-06, + 1.2911352769151563e-06, + 1.2816171874874271e-06, + 1.2722823612421053e-06, + 1.2630351875486667e-06, + 1.2539686622403678e-06, + 1.2449340829334687e-06, + 1.2360421806079103e-06, + 1.2273291076780879e-06, + 1.2188430673631956e-06, + 1.2104904953957885e-06, + 1.2023064073218848e-06, + 1.1942863693548134e-06, + 1.1863453437399585e-06, + 1.1785363085436984e-06, + 1.1708644933605683e-06, + 1.1633031817837036e-06, + 1.1558977348613553e-06, + 1.1485838058433728e-06, + 1.1414047094149282e-06, + 1.1342505104039446e-06, + 1.1272328492850647e-06, + 1.120291472034296e-06, + 1.1133913631056203e-06, + 1.1065970966228633e-06, + 1.0999302730851923e-06, + 1.0934035117315943e-06, + 1.086980205400323e-06, + 1.0806505770233343e-06, + 1.0744123528638738e-06, + 1.0682496167646605e-06, + 1.0621525916576502e-06, + 1.056071482707921e-06, + 1.050073592523404e-06, + 1.0442164466439863e-06, + 1.0383822655057884e-06, + 1.0325755965823191e-06, + 1.0268568075844087e-06, + 1.0212212373517104e-06, + 1.0157247061215458e-06, + 1.0103034355779528e-06, + 1.0049549246105016e-06, + 9.996726930694422e-07, + 9.944668590833317e-07, + 9.893226433632663e-07, + 9.842107147051138e-07, + 9.791910997591913e-07, + 9.742109341459582e-07, + 9.693330866866745e-07, + 9.645380032452522e-07, + 9.598174983693752e-07, + 9.551438324706396e-07, + 9.505712910140574e-07, + 9.460500223212875e-07, + 9.415571753379481e-07, + 9.371404985358822e-07, + 9.327785619461793e-07, + 9.284772772844008e-07, + 9.24227549603529e-07, + 9.199761734635103e-07, + 9.157653835245583e-07, + 9.115983061747102e-07, + 9.075205866793112e-07, + 9.03504258076282e-07, + 8.995325515570585e-07, + 8.956150736594282e-07, + 8.917374998418381e-07, + 8.879466690814297e-07, + 8.841631142786355e-07, + 8.803919513411529e-07, + 8.766651831138006e-07, + 8.730075933272019e-07, + 8.693824042893539e-07, + 8.658293495500402e-07, + 8.623134135632426e-07, + 8.58818737015099e-07, + 8.553607813155395e-07, + 8.51944889745937e-07, + 8.485705507155217e-07, + 8.452224165012012e-07, + 8.418930406151048e-07, + 8.386160175177793e-07, + 8.353740668098908e-07, + 8.321286486534518e-07, + 8.289133006655902e-07, + 8.257326840066526e-07, + 8.225960641539132e-07, + 8.194632528102375e-07, + 8.16352383026242e-07, + 8.132715265674051e-07, + 8.102122706077353e-07, + 8.071410206866858e-07, + 8.04079320460005e-07, + 8.010572400962701e-07, + 7.980320333444979e-07, + 7.950337135298469e-07, + 7.920625648694113e-07, + 7.891130167081428e-07, + 7.861726771807298e-07, + 7.83259224590438e-07, + 7.803865287314693e-07, + 7.775502126605716e-07, + 7.747370318611502e-07, + 7.719422683294397e-07, + 7.691690484534774e-07, + 7.664281156394281e-07, + 7.63707532769331e-07, + 7.61039984809031e-07, + 7.58412852519541e-07, + 7.557925982837332e-07, + 7.532144650213013e-07, + 7.506830570491729e-07, + 7.481736474801437e-07, + 7.456947059836239e-07, + 7.432392976625124e-07, + 7.408063993352698e-07, + 7.383998763543786e-07, + 7.36022116143431e-07, + 7.336652743106242e-07, + 7.313317951229692e-07, + 7.290137773452443e-07, + 7.26704115550092e-07, + 7.24405310847942e-07, + 7.221373721222335e-07, + 7.198801199592708e-07, + 7.176508916018065e-07, + 7.154480954341125e-07, + 7.132701398404606e-07, + 7.110872957127867e-07, + 7.089403766258329e-07, + 7.068138074828312e-07, + 7.047069630061742e-07, + 7.025984132269514e-07, + 7.005264137660561e-07, + 6.984711262703058e-07, + 6.964410772525298e-07, + 6.944289907551138e-07, + 6.924257149876212e-07, + 6.904506903993024e-07, + 6.88496356815449e-07, + 6.865560067126353e-07, + 6.846443625363463e-07, + 6.827506808804173e-07, + 6.808778039157914e-07, + 6.790197062400694e-07, + 6.771860512344574e-07, + 6.753594448127842e-07, + 6.735509714417276e-07, + 6.71757618420088e-07, + 6.699582399960491e-07, + 6.681524951090978e-07, + 6.663503882009536e-07, + 6.645527719228994e-07, + 6.62760555769637e-07, + 6.60963280552096e-07, + 6.59171689676441e-07, + 6.573893074346415e-07, + 6.556189759976405e-07, + 6.538641059705697e-07, + 6.521109412460646e-07, + 6.503630629595136e-07, + 6.486192773991206e-07, + 6.468862920883112e-07, + 6.451597869272518e-07, + 6.434409556277387e-07, + 6.417246822820744e-07, + 6.400212555490725e-07, + 6.383245363394963e-07, + 6.366301477100933e-07, + 6.349378054437693e-07, + 6.332583097901079e-07, + 6.315991640803986e-07, + 6.299490564742882e-07, + 6.283113975769083e-07, + 6.266900527407415e-07, + 6.250932074181037e-07, + 6.23512221409328e-07, + 6.219378292371402e-07, + 6.203779889801808e-07, + 6.188299153109256e-07, + 6.172879807309073e-07, + 6.157593475109024e-07, + 6.142396387076587e-07, + 6.127408482825558e-07, + 6.112541655056702e-07, + 6.097772597968287e-07, + 6.083038215365377e-07, + 6.068485731702822e-07, + 6.054015670997615e-07, + 6.039648496880545e-07, + 6.025425705047383e-07, + 6.011257482896326e-07, + 5.997249559186457e-07, + 5.983292226119374e-07, + 5.969440053377184e-07, + 5.955695883130829e-07, + 5.941961376265681e-07, + 5.928331461291236e-07, + 5.914719167776639e-07, + 5.901243866901495e-07, + 5.887843599339249e-07, + 5.874540534023254e-07, + 5.861292038389365e-07, + 5.848154387422255e-07, + 5.834979788232886e-07, + 5.821970603392401e-07, + 5.808930154671543e-07, + 5.795940296593471e-07, + 5.782991934211168e-07, + 5.770083930656256e-07, + 5.757273129347595e-07, + 5.744589657297183e-07, + 5.73196814457333e-07, + 5.71949613004108e-07, + 5.707116201847384e-07, + 5.694873834727332e-07, + 5.682734354195418e-07, + 5.670636369359272e-07, + 5.658652639795037e-07, + 5.646729164254793e-07, + 5.634805120280362e-07, + 5.622960088658147e-07, + 5.611219648926635e-07, + 5.599545715995191e-07, + 5.587981490862148e-07, + 5.576504236159963e-07, + 5.565052560996264e-07, + 5.55366057142237e-07, + 5.542358962884464e-07, + 5.531140914172283e-07, + 5.519993919733679e-07, + 5.508911158358387e-07, + 5.49776530078816e-07, + 5.486688792188943e-07, + 5.475598072735011e-07, + 5.464523269438359e-07, + 5.453415496958769e-07, + 5.442279302769748e-07, + 5.431194267657702e-07, + 5.420195634542324e-07, + 5.40923224434664e-07, + 5.39835696145019e-07, + 5.387552732827317e-07, + 5.376791136768588e-07, + 5.366041477827821e-07, + 5.355284429242602e-07, + 5.344531928130891e-07, + 5.333793637873896e-07, + 5.323088885234029e-07, + 5.31241312273778e-07, + 5.301772034727037e-07, + 5.291153684083838e-07, + 5.280561481413315e-07, + 5.270055112305272e-07, + 5.259603881313524e-07, + 5.249182208899583e-07, + 5.238842391008802e-07, + 5.22854804785311e-07, + 5.218305432208581e-07, + 5.208146376389777e-07, + 5.197995278649614e-07, + 5.18786521297443e-07, + 5.177737989470188e-07, + 5.167653398530092e-07, + 5.157589271220786e-07, + 5.147574597685889e-07, + 5.137642915542528e-07, + 5.127802182869345e-07, + 5.118006924931251e-07, + 5.10826737354364e-07, + 5.098582391838136e-07, + 5.088939474262588e-07, + 5.079342599856318e-07, + 5.069767894383403e-07, + 5.060249463895161e-07, + 5.050753202340275e-07, + 5.041287067797384e-07, + 5.031843670622038e-07, + 5.022463369641628e-07, + 5.013142185816832e-07, + 5.003902288081008e-07, + 4.994680580239219e-07, + 4.985502073395764e-07, + 4.976354261998495e-07, + 4.967234872310655e-07, + 4.95815470458183e-07, + 4.94911716941715e-07, + 4.940134203934576e-07, + 4.931155217491323e-07, + 4.922195557810483e-07, + 4.913287057206617e-07, + 4.904410957351502e-07, + 4.895559868600685e-07, + 4.886772444478993e-07, + 4.878034474131709e-07, + 4.869361305281927e-07, + 4.860758053837344e-07, + 4.852221877627017e-07, + 4.843729470849212e-07, + 4.83530129713472e-07, + 4.826912345379242e-07, + 4.818501224690408e-07, + 4.810119662579382e-07, + 4.801812565347063e-07, + 4.793582206730207e-07, + 4.785346732205653e-07, + 4.777175490744412e-07, + 4.769034944729356e-07, + 4.7609358944100677e-07, + 4.7528280333608564e-07, + 4.7447525730603957e-07, + 4.736762377888226e-07, + 4.7287917936955637e-07, + 4.7208487785610487e-07, + 4.712954648766754e-07, + 4.7051000251485675e-07, + 4.697268707332114e-07, + 4.6894456318113953e-07, + 4.681612608692376e-07, + 4.6737915226913174e-07, + 4.665985500196257e-07, + 4.658189425299497e-07, + 4.6504086981258297e-07, + 4.6426617927863845e-07, + 4.6349396143341437e-07, + 4.6272535314528795e-07, + 4.6195788172553875e-07, + 4.611956967437436e-07, + 4.6043695078878955e-07, + 4.596847702487139e-07, + 4.589364550611208e-07, + 4.5818893568139174e-07, + 4.574450827021792e-07, + 4.5669932546843484e-07, + 4.5595618303195806e-07, + 4.552217660602764e-07, + 4.544934313344129e-07, + 4.5376398816188157e-07, + 4.530394619450817e-07, + 4.5231783474264375e-07, + 4.516006981702958e-07, + 4.5088401634529873e-07, + 4.5017077354714274e-07, + 4.494610550409561e-07, + 4.4875690718981787e-07, + 4.480552888708189e-07, + 4.4735776327797794e-07, + 4.46665325171125e-07, + 4.459710396531591e-07, + 4.452794826192985e-07, + 4.4458991510509804e-07, + 4.4390117182047106e-07, + 4.4321492964627396e-07, + 4.4253562236917787e-07, + 4.418592425281531e-07, + 4.4118769437773153e-07, + 4.4051952841073216e-07, + 4.398479234168917e-07, + 4.391773700263002e-07, + 4.3851144937434583e-07, + 4.378491098577797e-07, + 4.371879356313002e-07, + 4.365293762020883e-07, + 4.358739715826232e-07, + 4.352201585788862e-07, + 4.3457006881908455e-07, + 4.3392140014475444e-07, + 4.332782168603444e-07, + 4.326367388785002e-07, + 4.3199815991101786e-07, + 4.31364696851233e-07, + 4.307332233111083e-07, + 4.30104023507738e-07, + 4.294772963930882e-07, + 4.2885255879809847e-07, + 4.2823296553251566e-07, + 4.276150775694987e-07, + 4.269985822702438e-07, + 4.26384076490649e-07, + 4.257709065313975e-07, + 4.251590155490703e-07, + 4.245474372055469e-07, + 4.2393509147586883e-07, + 4.233256731822621e-07, + 4.227196370720776e-07, + 4.221151925776212e-07, + 4.215120554817986e-07, + 4.209114479181153e-07, + 4.203098171728925e-07, + 4.197104885861336e-07, + 4.1911283688023104e-07, + 4.1851748733279237e-07, + 4.1791957983150496e-07, + 4.173236618498777e-07, + 4.167275449162844e-07, + 4.161317974649137e-07, + 4.15538096376622e-07, + 4.149430026245682e-07, + 4.143485057284124e-07, + 4.1375625414730166e-07, + 4.1316573629046616e-07, + 4.125795669551735e-07, + 4.1199683664672193e-07, + 4.114186538117792e-07, + 4.108428868221381e-07, + 4.1026811459232704e-07, + 4.0969413817038003e-07, + 4.091229470759572e-07, + 4.085536602360662e-07, + 4.0798747136250313e-07, + 4.0742352780398505e-07, + 4.0686040847504046e-07, + 4.0629896602695226e-07, + 4.0573931414655817e-07, + 4.0518344235351833e-07, + 4.0463072537022526e-07, + 4.0408386325907486e-07, + 4.035389338241657e-07, + 4.029976423680637e-07, + 4.024608131203422e-07, + 4.0192989558818226e-07, + 4.0140068335858814e-07, + 4.0087337538352585e-07, + 4.0034717585513135e-07, + 3.9982188582143863e-07, + 3.992973347521911e-07, + 3.987741479249962e-07, + 3.982533485213935e-07, + 3.9773431126377545e-07, + 3.9721831512906647e-07, + 3.967051327435911e-07, + 3.9619121139367053e-07, + 3.9567913745486294e-07, + 3.9516959304819466e-07, + 3.946624929085374e-07, + 3.941567854326422e-07, + 3.936517032343545e-07, + 3.931478431695723e-07, + 3.926428746581223e-07, + 3.921392988104344e-07, + 3.916370303613803e-07, + 3.9113581351557514e-07, + 3.906368704065244e-07, + 3.9013912100926973e-07, + 3.8964435589150526e-07, + 3.891505571118614e-07, + 3.886579236223042e-07, + 3.8816855862933153e-07, + 3.8768098420405295e-07, + 3.8719480244253646e-07, + 3.867101270316198e-07, + 3.8622502529506164e-07, + 3.857401793538884e-07, + 3.85258033475111e-07, + 3.847767118259071e-07, + 3.8429672599704645e-07, + 3.838157169866463e-07, + 3.833361859051365e-07, + 3.8285730852294364e-07, + 3.8237851640587905e-07, + 3.819008043137728e-07, + 3.814260765011568e-07, + 3.809519455444388e-07, + 3.804794062034489e-07, + 3.8000720792297216e-07, + 3.795331053879636e-07, + 3.790602249864605e-07, + 3.7858731616324803e-07, + 3.7811608422089193e-07, + 3.7764493754366413e-07, + 3.771739613966929e-07, + 3.767041221180989e-07, + 3.762351354907878e-07, + 3.7576768363578594e-07, + 3.7530168128796504e-07, + 3.7483755477296654e-07, + 3.743753325124999e-07, + 3.7391461660263303e-07, + 3.7345481018746796e-07, + 3.7299599853213294e-07, + 3.725383521668846e-07, + 3.720825816344586e-07, + 3.716291985256248e-07, + 3.7117527540431183e-07, + 3.707226881033421e-07, + 3.702723176957079e-07, + 3.698224873005529e-07, + 3.6937439062967314e-07, + 3.6892754451400833e-07, + 3.684827447614225e-07, + 3.6803930925088935e-07, + 3.675964421745448e-07, + 3.6715749729410163e-07, + 3.667198029688734e-07, + 3.6628338762056956e-07, + 3.658488196833787e-07, + 3.654154454579839e-07, + 3.649843165476341e-07, + 3.645544381924992e-07, + 3.64125924079417e-07, + 3.636987742083875e-07, + 3.6327304542282945e-07, + 3.628483966622298e-07, + 3.6242360579308297e-07, + 3.6200020758769824e-07, + 3.6158075999992434e-07, + 3.6116244928052765e-07, + 3.6074419540454983e-07, + 3.6032739103575295e-07, + 3.5991027402815234e-07, + 3.594943223106384e-07, + 3.590787969187659e-07, + 3.586646073472366e-07, + 3.582517251743411e-07, + 3.578399514481134e-07, + 3.5742971249419497e-07, + 3.5702072409549146e-07, + 3.5661344099935377e-07, + 3.562072947715933e-07, + 3.558017738214403e-07, + 3.553959970759024e-07, + 3.549920393197681e-07, + 3.545903837220976e-07, + 3.5418986499280436e-07, + 3.5379304108573706e-07, + 3.533979224812356e-07, + 3.530039123234019e-07, + 3.526083105498401e-07, + 3.5221472671764786e-07, + 3.5182293345314974e-07, + 3.5143227705702884e-07, + 3.5104369544569636e-07, + 3.5065642123299767e-07, + 3.502701702018385e-07, + 3.4988508446076594e-07, + 3.495009366361046e-07, + 3.4911764146272617e-07, + 3.4873502841037407e-07, + 3.483523300928937e-07, + 3.4797156445165456e-07, + 3.475915093531512e-07, + 3.47211596363195e-07, + 3.4683296235016314e-07, + 3.4645529467525193e-07, + 3.460773996266653e-07, + 3.4570084039842186e-07, + 3.453228316629975e-07, + 3.4494627243475406e-07, + 3.445708784965973e-07, + 3.441965930051083e-07, + 3.438226769958419e-07, + 3.4344964205956785e-07, + 3.430770902923541e-07, + 3.4270397009095177e-07, + 3.423324983486964e-07, + 3.419619645228522e-07, + 3.415926244088041e-07, + 3.412241369460389e-07, + 3.408561894957529e-07, + 3.4048932207042526e-07, + 3.401224262233882e-07, + 3.397553314243851e-07, + 3.3939062404897413e-07, + 3.390271388070687e-07, + 3.386649041203782e-07, + 3.3830264101197827e-07, + 3.379413726634084e-07, + 3.3758124118321575e-07, + 3.3722142234182684e-07, + 3.36862598260268e-07, + 3.365056215898221e-07, + 3.3614938388382143e-07, + 3.3579539149286575e-07, + 3.3544307598276646e-07, + 3.3509186891933496e-07, + 3.347429355926579e-07, + 3.343942864830751e-07, + 3.3404654686819413e-07, + 3.3369983043485263e-07, + 3.333541087613412e-07, + 3.3300960922133527e-07, + 3.326672413095366e-07, + 3.3232569762731146e-07, + 3.3198440974047116e-07, + 3.316436334444006e-07, + 3.3130524457192223e-07, + 3.309675662421796e-07, + 3.3063088267226703e-07, + 3.3029556334440713e-07, + 3.2996101140270184e-07, + 3.2962933005364903e-07, + 3.292982171387848e-07, + 3.2896696211537346e-07, + 3.286381229372637e-07, + 3.283095679762482e-07, + 3.279820077750628e-07, + 3.276553570685792e-07, + 3.273296158567973e-07, + 3.270045567660418e-07, + 3.2668194194229727e-07, + 3.263595544922282e-07, + 3.260380765368609e-07, + 3.257171670156822e-07, + 3.253958595905715e-07, + 3.2507537639503425e-07, + 3.2475568900736107e-07, + 3.244365700538765e-07, + 3.241158310629544e-07, + 3.237957741930586e-07, + 3.2347648470931745e-07, + 3.2315688258677255e-07, + 3.2283887207995576e-07, + 3.2252103210339556e-07, + 3.2220310686170706e-07, + 3.2188526688514685e-07, + 3.2156734164345835e-07, + 3.2125026905305276e-07, + 3.2093325330606604e-07, + 3.206166923064302e-07, + 3.202994207640586e-07, + 3.1998359872886795e-07, + 3.1966902724889223e-07, + 3.193551094682334e-07, + 3.190418453868915e-07, + 3.187300876561494e-07, + 3.184187846727582e-07, + 3.181090164616762e-07, + 3.177999303716206e-07, + 3.17491640089429e-07, + 3.171844866756146e-07, + 3.168781574913737e-07, + 3.1657251042815915e-07, + 3.162676023293898e-07, + 3.1596238159181667e-07, + 3.1565866720484337e-07, + 3.1535529387838324e-07, + 3.1505257425124e-07, + 3.147506220102514e-07, + 3.1444864134755335e-07, + 3.1414734280588164e-07, + 3.1384578846882505e-07, + 3.1354488783108536e-07, + 3.1324387350650795e-07, + 3.129419781089382e-07, + 3.126403100850439e-07, + 3.1233926733875705e-07, + 3.1203833827930794e-07, + 3.117387166184926e-07, + 3.1143989076554135e-07, + 3.1114112175600894e-07, + 3.1084442753126496e-07, + 3.105485006926756e-07, + 3.102535970356257e-07, + 3.099593186561833e-07, + 3.0966575081947667e-07, + 3.093728935255058e-07, + 3.090822531248705e-07, + 3.0879195378474833e-07, + 3.085032744820637e-07, + 3.0821522045698657e-07, + 3.0792784855293576e-07, + 3.0764115876991127e-07, + 3.0735500899936596e-07, + 3.07069541349847e-07, + 3.067850116167392e-07, + 3.0650122084807663e-07, + 3.062177711399272e-07, + 3.0593494670938526e-07, + 3.0565300335183565e-07, + 3.053718842238595e-07, + 3.050905945656268e-07, + 3.0480973123303556e-07, + 3.045282994662557e-07, + 3.0424735086853616e-07, + 3.039670275484241e-07, + 3.036866758066026e-07, + 3.0340703460751683e-07, + 3.0312810395116685e-07, + 3.0284982699413376e-07, + 3.0257135108513467e-07, + 3.022923635853658e-07, + 3.020139445197856e-07, + 3.0173626441865053e-07, + 3.014594369687984e-07, + 3.0118323479655373e-07, + 3.0090757263678825e-07, + 3.006322515375359e-07, + 3.003576978244382e-07, + 3.0008374096723855e-07, + 2.9981029570080864e-07, + 2.995382430981408e-07, + 2.992664747125673e-07, + 2.989953031828918e-07, + 2.987252400998841e-07, + 2.9845560334251786e-07, + 2.981865918627591e-07, + 2.9791891620334354e-07, + 2.976517805564072e-07, + 2.9738524176536885e-07, + 2.9711978299928887e-07, + 2.968548642456881e-07, + 2.9659037181772874e-07, + 2.9632590781147883e-07, + 2.9606269436044386e-07, + 2.9580002092188806e-07, + 2.955375748570077e-07, + 2.9527566880460654e-07, + 2.9501430276468454e-07, + 2.9475404517143033e-07, + 2.9449435601236473e-07, + 2.9423515002235945e-07, + 2.9397696721389366e-07, + 2.9371884124884673e-07, + 2.9346179530875816e-07, + 2.9320639782781655e-07, + 2.929509719251655e-07, + 2.9269608603499364e-07, + 2.9244174015730096e-07, + 2.921873374361894e-07, + 2.9193338946242875e-07, + 2.916799246577284e-07, + 2.914269430220884e-07, + 2.9117396138644835e-07, + 2.9092146291986865e-07, + 2.9066944762234925e-07, + 2.904179154938902e-07, + 2.9016612757004623e-07, + 2.8991541967116063e-07, + 2.896651380979165e-07, + 2.8941548180227983e-07, + 2.8916582550664316e-07, + 2.889169365971611e-07, + 2.8867017931588634e-07, + 2.8842396204709075e-07, + 2.881778584651329e-07, + 2.8793218120881647e-07, + 2.876862481571152e-07, + 2.8744000246661017e-07, + 2.8719423994516546e-07, + 2.86949614292098e-07, + 2.867053581212531e-07, + 2.8646164196288737e-07, + 2.862185510821291e-07, + 2.859759717921406e-07, + 2.857340177797596e-07, + 2.854925753581483e-07, + 2.852515876838879e-07, + 2.8501128213065385e-07, + 2.847719997589593e-07, + 2.845335416168382e-07, + 2.8429641929506033e-07, + 2.8406003593772766e-07, + 2.838242210145836e-07, + 2.835889461039187e-07, + 2.833530743373558e-07, + 2.8311737310104945e-07, + 2.8288209819038457e-07, + 2.8264716434023285e-07, + 2.8241279892426974e-07, + 2.821788598339481e-07, + 2.819461144554225e-07, + 2.817130848598026e-07, + 2.814805952766619e-07, + 2.8124858886258153e-07, + 2.810168098221766e-07, + 2.8078559921596025e-07, + 2.8055487177880423e-07, + 2.803243432936142e-07, + 2.800943832426128e-07, + 2.798648779389623e-07, + 2.7963571369582496e-07, + 2.7940629365730274e-07, + 2.791769304621994e-07, + 2.789470840980357e-07, + 2.787176640595135e-07, + 2.7848824402099126e-07, + 2.782593355732388e-07, + 2.7803065449916176e-07, + 2.7780291134149593e-07, + 2.7757559450947156e-07, + 2.7734873242479807e-07, + 2.7712229666576604e-07, + 2.7689617354553775e-07, + 2.766697093647963e-07, + 2.764439557267906e-07, + 2.762186568361358e-07, + 2.759939263796696e-07, + 2.7576982120081084e-07, + 2.7554611392588413e-07, + 2.7532277613318e-07, + 2.7510012046150223e-07, + 2.7487791953717533e-07, + 2.7465640073387476e-07, + 2.7443576300356654e-07, + 2.7421515369496774e-07, + 2.739950843988481e-07, + 2.737754698500794e-07, + 2.7355642373549927e-07, + 2.733378039465606e-07, + 2.7312023576087086e-07, + 2.729030370574037e-07, + 2.726861794144497e-07, + 2.7246977651884663e-07, + 2.7225442522649246e-07, + 2.7203952868148917e-07, + 2.7182505846212734e-07, + 2.7161081561644096e-07, + 2.713968569878489e-07, + 2.711832962631888e-07, + 2.7097007659904193e-07, + 2.707579653815628e-07, + 2.705461952245969e-07, + 2.7033459559788753e-07, + 2.701232801882725e-07, + 2.699120500437857e-07, + 2.697009620078461e-07, + 2.6949030029754795e-07, + 2.6927995122605353e-07, + 2.6906994321507227e-07, + 2.688604752165702e-07, + 2.686513767002907e-07, + 2.6844321610042243e-07, + 2.682345439097844e-07, + 2.680267243704293e-07, + 2.6781916062645905e-07, + 2.676115968824888e-07, + 2.674043457773223e-07, + 2.671974641543784e-07, + 2.6699103727878537e-07, + 2.6678500830712437e-07, + 2.665793772393954e-07, + 2.663742009190173e-07 + ], + [ + 9.999999747378752e-05, + 4.0640286897541955e-05, + 3.5671408113557845e-05, + 3.0182922273525037e-05, + 2.651999420777429e-05, + 2.3750257241772488e-05, + 2.1457866751006804e-05, + 1.951494596141856e-05, + 1.7756688976078294e-05, + 1.6291529391310178e-05, + 1.5026257642603014e-05, + 1.3953895177110098e-05, + 1.301962311117677e-05, + 1.2183807484689169e-05, + 1.1465660463727545e-05, + 1.0841397852345835e-05, + 1.0247989848721772e-05, + 9.740007953951135e-06, + 9.276001947000623e-06, + 8.840918781061191e-06, + 8.449977030977607e-06, + 8.093037649814505e-06, + 7.77065179136116e-06, + 7.483497938665096e-06, + 7.217220172606176e-06, + 6.97226460033562e-06, + 6.739551281498279e-06, + 6.527423920488218e-06, + 6.329015377559699e-06, + 6.140898221929092e-06, + 5.967552169749979e-06, + 5.803774456580868e-06, + 5.649354079650948e-06, + 5.508803042175714e-06, + 5.3764088079333305e-06, + 5.2531249821186066e-06, + 5.136564141139388e-06, + 5.024859547120286e-06, + 4.9156810746353585e-06, + 4.812599399883766e-06, + 4.71442535854294e-06, + 4.6204813770600595e-06, + 4.5305496314540505e-06, + 4.443984835234005e-06, + 4.360081675258698e-06, + 4.279903805581853e-06, + 4.203606749797473e-06, + 4.130422894377261e-06, + 4.061043910041917e-06, + 3.994163307652343e-06, + 3.929814738512505e-06, + 3.868183284794213e-06, + 3.8086452605057275e-06, + 3.7503107250813628e-06, + 3.6941821690561483e-06, + 3.640725481091067e-06, + 3.587998207876808e-06, + 3.536870508469292e-06, + 3.487823050818406e-06, + 3.440066620896687e-06, + 3.3940004868782125e-06, + 3.349556209286675e-06, + 3.3061201065720525e-06, + 3.263865892222384e-06, + 3.223042085664929e-06, + 3.183377657478559e-06, + 3.144422862533247e-06, + 3.1059232696861727e-06, + 3.06841207020625e-06, + 3.0314272407849785e-06, + 2.9952716431580484e-06, + 2.959942321467679e-06, + 2.9258635549922474e-06, + 2.8926690447406145e-06, + 2.8597862637980143e-06, + 2.827730440913001e-06, + 2.7966104880761122e-06, + 2.766041234281147e-06, + 2.7362157197785564e-06, + 2.7072724151366856e-06, + 2.6790214633365395e-06, + 2.6516038360568928e-06, + 2.624848548293812e-06, + 2.5985686988860834e-06, + 2.572974381109816e-06, + 2.5480510430497816e-06, + 2.523831426515244e-06, + 2.5004192139022052e-06, + 2.4774831217655446e-06, + 2.4552680315537145e-06, + 2.4335895432159305e-06, + 2.4122116428770823e-06, + 2.391305542914779e-06, + 2.3709201286692405e-06, + 2.350910790482885e-06, + 2.33130413107574e-06, + 2.312204514964833e-06, + 2.2934689241083106e-06, + 2.2749316030967748e-06, + 2.256714424220263e-06, + 2.2387396256817738e-06, + 2.221137947344687e-06, + 2.2039068880985724e-06, + 2.186958454331034e-06, + 2.170316520277993e-06, + 2.153972218366107e-06, + 2.1377595658123028e-06, + 2.1217445009824587e-06, + 2.105992734868778e-06, + 2.090463567583356e-06, + 2.0751335796376225e-06, + 2.0600409698090516e-06, + 2.0452380340429954e-06, + 2.0307113572926028e-06, + 2.016400003412855e-06, + 2.0023544493597e-06, + 1.9885956135112792e-06, + 1.9749245439015795e-06, + 1.9615210931078764e-06, + 1.948301132870256e-06, + 1.9353387870069128e-06, + 1.922545379784424e-06, + 1.909902266561403e-06, + 1.8973843225467135e-06, + 1.8851152390197967e-06, + 1.8730004285316681e-06, + 1.860990778368432e-06, + 1.8491871287551476e-06, + 1.8376557591182063e-06, + 1.8262383036926622e-06, + 1.8149371499021072e-06, + 1.803803115763003e-06, + 1.7927741282619536e-06, + 1.7818429114413448e-06, + 1.7710557358441292e-06, + 1.760430563990667e-06, + 1.7499455680081155e-06, + 1.7394604583387263e-06, + 1.7291025642407476e-06, + 1.7188812080348725e-06, + 1.7087730839193682e-06, + 1.6987934259304893e-06, + 1.6890419374249177e-06, + 1.6794018620203133e-06, + 1.6698365925549297e-06, + 1.660308498685481e-06, + 1.6508951148352935e-06, + 1.6415963273175294e-06, + 1.632394855732855e-06, + 1.62323931363062e-06, + 1.6141551668624743e-06, + 1.6052222235884983e-06, + 1.5964292288117576e-06, + 1.5877631085459143e-06, + 1.5791833902767394e-06, + 1.5707441889389884e-06, + 1.5623828630850767e-06, + 1.5541453421974438e-06, + 1.5460639133380027e-06, + 1.5381100411104853e-06, + 1.5302871361200232e-06, + 1.5225599554469227e-06, + 1.514957830295316e-06, + 1.5073950407895609e-06, + 1.4998391861809068e-06, + 1.492388605583983e-06, + 1.4850110119368765e-06, + 1.4777486967432196e-06, + 1.4705734656672576e-06, + 1.4634701983595733e-06, + 1.4564396906280308e-06, + 1.4494861488856259e-06, + 1.442584448341222e-06, + 1.4357157169797574e-06, + 1.4289471437223256e-06, + 1.4222745221559308e-06, + 1.4156941006149282e-06, + 1.4091913271840895e-06, + 1.4027735915078665e-06, + 1.3964490790385753e-06, + 1.390180500493443e-06, + 1.3839852499586414e-06, + 1.3778718539469992e-06, + 1.3718648688154644e-06, + 1.365956563859072e-06, + 1.3601144246422336e-06, + 1.354340156467515e-06, + 1.3486296666087583e-06, + 1.3429706768874894e-06, + 1.3373779665926122e-06, + 1.3318820037966361e-06, + 1.3264368590171216e-06, + 1.321079139415815e-06, + 1.315802478529804e-06, + 1.3105742482366622e-06, + 1.3053908105575829e-06, + 1.3002346577195567e-06, + 1.2951410326422774e-06, + 1.290098907702486e-06, + 1.285103166992485e-06, + 1.2801272077922476e-06, + 1.2752227576129371e-06, + 1.2703586662610178e-06, + 1.2655170849029673e-06, + 1.2606844848050969e-06, + 1.2558853086375166e-06, + 1.2510864735304494e-06, + 1.2463427765396773e-06, + 1.241687755282328e-06, + 1.2370941249173484e-06, + 1.2325303941906895e-06, + 1.2279854217922548e-06, + 1.2234862651894218e-06, + 1.2190063216621638e-06, + 1.214539793181757e-06, + 1.210125219586189e-06, + 1.2057507774443366e-06, + 1.2014114645353402e-06, + 1.197120695906051e-06, + 1.1928625553991878e-06, + 1.1886285165019217e-06, + 1.1844333585031563e-06, + 1.1802516155512421e-06, + 1.1761148925870657e-06, + 1.1720366046574782e-06, + 1.1680299394356553e-06, + 1.1640576076388243e-06, + 1.160122110377415e-06, + 1.1562037798285019e-06, + 1.1522865861479659e-06, + 1.1483953130664304e-06, + 1.1445463314885274e-06, + 1.1407721558498451e-06, + 1.13701958071033e-06, + 1.1333071370245307e-06, + 1.1296228876744863e-06, + 1.1259563734711264e-06, + 1.1223224873901927e-06, + 1.1187099744347506e-06, + 1.1151075796078658e-06, + 1.1115312190668192e-06, + 1.1079913520006812e-06, + 1.1044824077544035e-06, + 1.1010001799149904e-06, + 1.0975329587381566e-06, + 1.094080744223902e-06, + 1.0906444458669284e-06, + 1.0872156508412445e-06, + 1.0838192565643112e-06, + 1.0804529892993742e-06, + 1.0771244660645607e-06, + 1.0738152695921599e-06, + 1.070511871148483e-06, + 1.0672125654309639e-06, + 1.063924628397217e-06, + 1.0606569276205846e-06, + 1.0574071893643122e-06, + 1.0541797337282333e-06, + 1.050971150107216e-06, + 1.0478071317265858e-06, + 1.044669488692307e-06, + 1.0415652695883182e-06, + 1.0384823099229834e-06, + 1.0354015103075653e-06, + 1.032352656693547e-06, + 1.0293407513017883e-06, + 1.0263458989356877e-06, + 1.023352751872153e-06, + 1.020379727378895e-06, + 1.0174298950005323e-06, + 1.0144918860532925e-06, + 1.0115666100318776e-06, + 1.0086398560815724e-06, + 1.005728222480684e-06, + 1.0028376209447742e-06, + 9.999669146054657e-07, + 9.971175813916489e-07, + 9.942855285771657e-07, + 9.914766678775777e-07, + 9.886873613140779e-07, + 9.859178362603416e-07, + 9.831559282247326e-07, + 9.803990224099834e-07, + 9.776556453289231e-07, + 9.749257969815517e-07, + 9.722143659018911e-07, + 9.694965683593182e-07, + 9.667908216215437e-07, + 9.641038332119933e-07, + 9.614522014089744e-07, + 9.588105740476749e-07, + 9.561904334987048e-07, + 9.535964409224107e-07, + 9.510186487204919e-07, + 9.484648444413324e-07, + 9.459287753088574e-07, + 9.434235721528239e-07, + 9.409315566699661e-07, + 9.384507961840427e-07, + 9.359953310195124e-07, + 9.335610116067983e-07, + 9.311449389315385e-07, + 9.287521152145928e-07, + 9.263828246730554e-07, + 9.240247322850337e-07, + 9.216765874953126e-07, + 9.193494747705699e-07, + 9.170449288831151e-07, + 9.147498758466099e-07, + 9.124769917434605e-07, + 9.102024023377453e-07, + 9.079407163881115e-07, + 9.057049510374782e-07, + 9.034750974024064e-07, + 9.012578061629029e-07, + 8.990662081487244e-07, + 8.968971769718337e-07, + 8.947243372858793e-07, + 8.925576935325807e-07, + 8.904011679078394e-07, + 8.882427664502757e-07, + 8.860967568580236e-07, + 8.839524525683373e-07, + 8.818199717097741e-07, + 8.796947668088251e-07, + 8.775789410719881e-07, + 8.75486819040816e-07, + 8.733977665542625e-07, + 8.713211627764395e-07, + 8.692649089425686e-07, + 8.672137141729763e-07, + 8.651778102830576e-07, + 8.631537866676808e-07, + 8.611267503511044e-07, + 8.591105142841116e-07, + 8.571086027586716e-07, + 8.55111068176484e-07, + 8.531188768756692e-07, + 8.511341889061441e-07, + 8.491655876241566e-07, + 8.472123340652615e-07, + 8.452773840872396e-07, + 8.433649441030866e-07, + 8.41468249745958e-07, + 8.395920758630382e-07, + 8.377218705390987e-07, + 8.358698551091948e-07, + 8.340162480635627e-07, + 8.321723612425558e-07, + 8.30338649393525e-07, + 8.285110197903123e-07, + 8.2669384937617e-07, + 8.248975404967496e-07, + 8.231095307564829e-07, + 8.213353339669993e-07, + 8.195715395231673e-07, + 8.178199664143904e-07, + 8.160878337548638e-07, + 8.143657623804756e-07, + 8.126559123411425e-07, + 8.109485065688204e-07, + 8.092517305158253e-07, + 8.075674031715607e-07, + 8.058768798946403e-07, + 8.04187948233448e-07, + 8.025001534406329e-07, + 8.008216241250921e-07, + 7.991459938239132e-07, + 7.974776963237673e-07, + 7.958233823046612e-07, + 7.941766853036825e-07, + 7.925492582216975e-07, + 7.909223427304823e-07, + 7.892963935773878e-07, + 7.876757308622473e-07, + 7.860573418838612e-07, + 7.844536185075413e-07, + 7.828549541954999e-07, + 7.81257313064998e-07, + 7.796681984473253e-07, + 7.780820965308521e-07, + 7.765175951135461e-07, + 7.749589485683828e-07, + 7.734104769951955e-07, + 7.718647907495324e-07, + 7.703315532125998e-07, + 7.688079222134547e-07, + 7.673030495425337e-07, + 7.657998253307596e-07, + 7.643083108632709e-07, + 7.62817251143133e-07, + 7.613376737936051e-07, + 7.598570164191187e-07, + 7.58383862375922e-07, + 7.569166200482869e-07, + 7.554595526926278e-07, + 7.540090223301377e-07, + 7.525626983806433e-07, + 7.511205808441446e-07, + 7.496818170693587e-07, + 7.482461228391912e-07, + 7.468146350220195e-07, + 7.453823513969837e-07, + 7.439536489073362e-07, + 7.425294370477786e-07, + 7.411079536723264e-07, + 7.396928367597866e-07, + 7.382782882814354e-07, + 7.368630576820578e-07, + 7.354523745561892e-07, + 7.340527758969984e-07, + 7.326568720600335e-07, + 7.312794991776173e-07, + 7.299096864699095e-07, + 7.285518677235814e-07, + 7.272013249348674e-07, + 7.258605592141976e-07, + 7.245403139677364e-07, + 7.23227117305214e-07, + 7.219281314974069e-07, + 7.20645743967907e-07, + 7.193793294391071e-07, + 7.181308205872483e-07, + 7.168794695644465e-07, + 7.156648962336476e-07, + 7.144491860344715e-07, + 7.132385917429929e-07, + 7.12013786596799e-07, + 7.107992132660002e-07, + 7.095653700162075e-07, + 7.083174864419561e-07, + 7.070653964547091e-07, + 7.058085316202778e-07, + 7.045294978524907e-07, + 7.03225850884337e-07, + 7.019121426310448e-07, + 7.00577913903544e-07, + 6.992225962676457e-07, + 6.978500550758326e-07, + 6.964399972275714e-07, + 6.950161832719459e-07, + 6.935962346688029e-07, + 6.921136446180753e-07, + 6.906130352035689e-07, + 6.891038992762333e-07, + 6.875923190818867e-07, + 6.860645385131647e-07, + 6.845405664535065e-07, + 6.830148890912824e-07, + 6.814617563577485e-07, + 6.798854315093195e-07, + 6.783179742342327e-07, + 6.767436389054637e-07, + 6.751606065336091e-07, + 6.735798478985089e-07, + 6.720013061567442e-07, + 6.704279940095148e-07, + 6.68852806029463e-07, + 6.672650556538429e-07, + 6.656762252532644e-07, + 6.640687502112996e-07, + 6.624682669098547e-07, + 6.60855846490449e-07, + 6.592388785975345e-07, + 6.576035502803279e-07, + 6.559769758496259e-07, + 6.543484687426826e-07, + 6.52701714898285e-07, + 6.510558137051703e-07, + 6.49419121145911e-07, + 6.477859528786212e-07, + 6.461431780735438e-07, + 6.444896598623018e-07, + 6.428318215512263e-07, + 6.411661956917669e-07, + 6.394943738996517e-07, + 6.378304533427581e-07, + 6.361569262480771e-07, + 6.344831717797206e-07, + 6.328119752652128e-07, + 6.311453830676328e-07, + 6.294870900092064e-07, + 6.278263526837691e-07, + 6.261771545723605e-07, + 6.245325607778796e-07, + 6.2288739854921e-07, + 6.212431458152423e-07, + 6.196150934556499e-07, + 6.179939191497397e-07, + 6.163735974951123e-07, + 6.147565159153601e-07, + 6.131338636805594e-07, + 6.115163273534563e-07, + 6.099036795603752e-07, + 6.083032531023491e-07, + 6.067103868190316e-07, + 6.051182595001592e-07, + 6.035334649823199e-07, + 6.019544116497855e-07, + 6.003825774314464e-07, + 5.988116527078091e-07, + 5.97254540934955e-07, + 5.9570146504484e-07, + 5.941576546319993e-07, + 5.926207222728408e-07, + 5.910915774620662e-07, + 5.895677190892457e-07, + 5.88051648264809e-07, + 5.865399543836247e-07, + 5.850338880009076e-07, + 5.835326533087937e-07, + 5.82041934649169e-07, + 5.805625278298976e-07, + 5.790889758827689e-07, + 5.776255420641974e-07, + 5.761674515269988e-07, + 5.747187969973311e-07, + 5.732775321121153e-07, + 5.718447368963098e-07, + 5.704153522856359e-07, + 5.689939825970214e-07, + 5.675818783856812e-07, + 5.661723321281897e-07, + 5.647749503623345e-07, + 5.633821160699881e-07, + 5.619942271550826e-07, + 5.606079866993241e-07, + 5.592265210907499e-07, + 5.578521609095333e-07, + 5.564815523939615e-07, + 5.551190724872868e-07, + 5.537605716199323e-07, + 5.524097446141241e-07, + 5.510660798790923e-07, + 5.497263941833808e-07, + 5.483906875269895e-07, + 5.470577093547035e-07, + 5.457272322928475e-07, + 5.44404258562281e-07, + 5.430832743513747e-07, + 5.417691113507317e-07, + 5.404592684499221e-07, + 5.39156587819889e-07, + 5.378557830226782e-07, + 5.365660058487265e-07, + 5.352806624614459e-07, + 5.340070856618695e-07, + 5.327373173713568e-07, + 5.314776103659824e-07, + 5.302255772221542e-07, + 5.289785462991858e-07, + 5.277402124193031e-07, + 5.265070512905368e-07, + 5.2528139349306e-07, + 5.240578957455e-07, + 5.228402528700826e-07, + 5.216339786784374e-07, + 5.204330477681651e-07, + 5.192407570575597e-07, + 5.18055514930893e-07, + 5.168788561604742e-07, + 5.157098712516017e-07, + 5.145480486135057e-07, + 5.13394638801401e-07, + 5.122504376231518e-07, + 5.111113523526001e-07, + 5.099766440253006e-07, + 5.088481884740759e-07, + 5.077232572148205e-07, + 5.066054313829227e-07, + 5.054951657257334e-07, + 5.043941087023995e-07, + 5.032964054407785e-07, + 5.02204159147368e-07, + 5.011175971958437e-07, + 5.00038140671677e-07, + 4.989640274288831e-07, + 4.978962238055828e-07, + 4.968346729583573e-07, + 4.957723263032676e-07, + 4.947145839651057e-07, + 4.936607069794263e-07, + 4.926125711790519e-07, + 4.915696649732126e-07, + 4.905314767711388e-07, + 4.894974949820607e-07, + 4.884724944531627e-07, + 4.874511887464905e-07, + 4.864344873567461e-07, + 4.854229018746992e-07, + 4.844201839659945e-07, + 4.834228661820816e-07, + 4.824282768822741e-07, + 4.814378371520434e-07, + 4.804514901479706e-07, + 4.794723054146743e-07, + 4.784987481798453e-07, + 4.775297384185251e-07, + 4.7656536139584205e-07, + 4.756056455335056e-07, + 4.746507613617723e-07, + 4.7370301103910606e-07, + 4.7276006398533355e-07, + 4.7182453499772237e-07, + 4.708956566901179e-07, + 4.699709279520903e-07, + 4.690504340487678e-07, + 4.681365055603237e-07, + 4.6722428237444547e-07, + 4.663168056140421e-07, + 4.6541532583432854e-07, + 4.645173135031655e-07, + 4.636220580778172e-07, + 4.627295027148648e-07, + 4.61840159005078e-07, + 4.609570112279471e-07, + 4.600782972374873e-07, + 4.592029938521591e-07, + 4.583320105666644e-07, + 4.5746455157313903e-07, + 4.5660044634132646e-07, + 4.5574199702969054e-07, + 4.5489076683224994e-07, + 4.540428619748127e-07, + 4.531988508915674e-07, + 4.523582504134538e-07, + 4.5151801941756275e-07, + 4.506820516780863e-07, + 4.498495513871603e-07, + 4.490218543651281e-07, + 4.481979374304501e-07, + 4.47376322654236e-07, + 4.4655635633716884e-07, + 4.457404259028408e-07, + 4.449267692052672e-07, + 4.441164662694064e-07, + 4.433107960721827e-07, + 4.425070301294909e-07, + 4.4170766955176077e-07, + 4.4091024165027193e-07, + 4.401160822453676e-07, + 4.393269534830324e-07, + 4.3854615228156035e-07, + 4.37767511130005e-07, + 4.3698932472580054e-07, + 4.362138668057014e-07, + 4.3544241634663194e-07, + 4.346770481333806e-07, + 4.339164263456041e-07, + 4.331586467287707e-07, + 4.324062103933102e-07, + 4.3165630358998897e-07, + 4.3090759049846383e-07, + 4.301649596527568e-07, + 4.294272173410718e-07, + 4.286943351416994e-07, + 4.2796503407771525e-07, + 4.272385467629647e-07, + 4.265150437277043e-07, + 4.2579407022458327e-07, + 4.2507789999035595e-07, + 4.2436596459083376e-07, + 4.2365718400105834e-07, + 4.229520129683806e-07, + 4.2224507978971815e-07, + 4.2154115931225533e-07, + 4.208413315609505e-07, + 4.201436070161435e-07, + 4.1945182260860747e-07, + 4.1876302248056163e-07, + 4.180746770998667e-07, + 4.1739048128874856e-07, + 4.167090423834452e-07, + 4.1602979194976797e-07, + 4.1535417949489783e-07, + 4.146789365222503e-07, + 4.140088663007191e-07, + 4.133387960791879e-07, + 4.1267085748586396e-07, + 4.1200519262929447e-07, + 4.113420857265737e-07, + 4.1068207679018087e-07, + 4.100246542293462e-07, + 4.0936873801911133e-07, + 4.0871475448511774e-07, + 4.0806179413266364e-07, + 4.074115338426054e-07, + 4.067639736149431e-07, + 4.061178628944617e-07, + 4.0547399748902535e-07, + 4.0483300267624145e-07, + 4.041915815378161e-07, + 4.0355146779802453e-07, + 4.0291283198712335e-07, + 4.0227584463536914e-07, + 4.016403352125053e-07, + 4.0100601950143755e-07, + 4.0037392068370536e-07, + 3.9974440824153135e-07, + 3.991158052940591e-07, + 3.9849095401223167e-07, + 3.9786874594938126e-07, + 3.972486410930287e-07, + 3.9663078155172116e-07, + 3.9601474099981715e-07, + 3.954025942221051e-07, + 3.947941991100379e-07, + 3.941896977721626e-07, + 3.9358789649668324e-07, + 3.929883689579583e-07, + 3.923921383375273e-07, + 3.9179815303214127e-07, + 3.9120584460761165e-07, + 3.906166625711194e-07, + 3.90030180597023e-07, + 3.8944560287745844e-07, + 3.888651463057613e-07, + 3.8828721926620346e-07, + 3.8771116805946804e-07, + 3.871373621677776e-07, + 3.86567705845664e-07, + 3.8600057905568974e-07, + 3.854343333387078e-07, + 3.8487127085318207e-07, + 3.8431085158663336e-07, + 3.8375202393581276e-07, + 3.8319544160003716e-07, + 3.826401382411859e-07, + 3.8208648334148165e-07, + 3.815340789969923e-07, + 3.809822430866916e-07, + 3.804318566835718e-07, + 3.798843408731045e-07, + 3.793385872086219e-07, + 3.787948799072183e-07, + 3.782523378959013e-07, + 3.777113022351841e-07, + 3.771723697809648e-07, + 3.766350289424736e-07, + 3.7609675018757116e-07, + 3.75560603060876e-07, + 3.7502655914067873e-07, + 3.74494533161851e-07, + 3.739624503396044e-07, + 3.734323286153085e-07, + 3.72904082723835e-07, + 3.723772294961236e-07, + 3.718521099926875e-07, + 3.7132898000891146e-07, + 3.7080829429214646e-07, + 3.702886601786304e-07, + 3.6977084505451785e-07, + 3.6925456470271456e-07, + 3.687406717745034e-07, + 3.682285694139864e-07, + 3.677177176086843e-07, + 3.672080595151783e-07, + 3.667000498808193e-07, + 3.661938876575732e-07, + 3.6569005601450044e-07, + 3.65189350759465e-07, + 3.64692567700331e-07, + 3.6419754678718164e-07, + 3.6370434486343584e-07, + 3.632137293152482e-07, + 3.6272410852689063e-07, + 3.6223633514964604e-07, + 3.617519723775331e-07, + 3.6126974123362743e-07, + 3.607892153922876e-07, + 3.6031028116667585e-07, + 3.59832199592347e-07, + 3.5935528330810484e-07, + 3.5888012916984735e-07, + 3.5840685086441226e-07, + 3.5793587471744104e-07, + 3.574665754513262e-07, + 3.5699883937923005e-07, + 3.5653451391226554e-07, + 3.560718653261574e-07, + 3.556106946689397e-07, + 3.551510872057406e-07, + 3.5469221870698675e-07, + 3.5423445865490066e-07, + 3.5377760809751635e-07, + 3.5332243442098843e-07, + 3.528687386733509e-07, + 3.5241652085460373e-07, + 3.519648998917546e-07, + 3.5151427368873556e-07, + 3.5106447171529e-07, + 3.506157781885122e-07, + 3.501683636386588e-07, + 3.4972205753547314e-07, + 3.4927811043417023e-07, + 3.488352717795351e-07, + 3.483939394754998e-07, + 3.4795334613590967e-07, + 3.475140886166628e-07, + 3.470763374480157e-07, + 3.466399789431307e-07, + 3.4620347832969856e-07, + 3.4576842722344736e-07, + 3.453347972026677e-07, + 3.449029293278727e-07, + 3.4447242569513037e-07, + 3.4404325788273127e-07, + 3.4361568168606027e-07, + 3.4318958341827965e-07, + 3.42764735705714e-07, + 3.4234105328323494e-07, + 3.419182235120388e-07, + 3.4149672956118593e-07, + 3.41076685117514e-07, + 3.406578343856381e-07, + 3.402399784135923e-07, + 3.398234298401803e-07, + 3.3940810340027383e-07, + 3.389949654319935e-07, + 3.385828222235432e-07, + 3.38171872726889e-07, + 3.377617190380988e-07, + 3.37352844326233e-07, + 3.369461865077028e-07, + 3.3654060871413094e-07, + 3.3613613936722686e-07, + 3.3573286373211886e-07, + 3.3533154919496155e-07, + 3.3493171258669463e-07, + 3.345326149428729e-07, + 3.3413417099836806e-07, + 3.33736835500531e-07, + 3.333406368710712e-07, + 3.329456887968263e-07, + 3.325519628560869e-07, + 3.32159260096887e-07, + 3.317673815672606e-07, + 3.31376810436268e-07, + 3.309875751256186e-07, + 3.305998177438596e-07, + 3.3021208878381003e-07, + 3.298257240658131e-07, + 3.294406383247406e-07, + 3.2905631996982265e-07, + 3.2867296795302536e-07, + 3.282907528046053e-07, + 3.279085944996041e-07, + 3.275281699188781e-07, + 3.2714902431507653e-07, + 3.2677166927896906e-07, + 3.263937742303824e-07, + 3.2601707289359183e-07, + 3.2564221896791423e-07, + 3.2526850191061385e-07, + 3.2489515433553606e-07, + 3.2452288678541663e-07, + 3.241516708385461e-07, + 3.2378150649492454e-07, + 3.2341253586309904e-07, + 3.230452989555488e-07, + 3.226789715427003e-07, + 3.223131557206216e-07, + 3.2194844834521064e-07, + 3.215847073079203e-07, + 3.212219610304601e-07, + 3.2086100532069395e-07, + 3.2050112963588617e-07, + 3.2014222028919903e-07, + 3.197841635937948e-07, + 3.1942747114044323e-07, + 3.190711197476048e-07, + 3.1871553574092104e-07, + 3.1836043490329757e-07, + 3.180064709340513e-07, + 3.1765350172463513e-07, + 3.1730093041915097e-07, + 3.169503202116175e-07, + 3.166007900290424e-07, + 3.162521977628785e-07, + 3.1590479920851067e-07, + 3.155583954139729e-07, + 3.1521292953584634e-07, + 3.148693394905422e-07, + 3.1452660209652095e-07, + 3.1418483104062034e-07, + 3.1384382737087435e-07, + 3.135039605695056e-07, + 3.1316571380557434e-07, + 3.128285754883109e-07, + 3.124922329789115e-07, + 3.121570273378893e-07, + 3.1182270276985946e-07, + 3.1148942980507854e-07, + 3.111569810698711e-07, + 3.10825413407656e-07, + 3.104945847098861e-07, + 3.1016463708510855e-07, + 3.098358263287082e-07, + 3.0950766927162476e-07, + 3.091797680099262e-07, + 3.088532594119897e-07, + 3.0852817189952475e-07, + 3.0820424967714644e-07, + 3.078811516843416e-07, + 3.0755805369153677e-07, + 3.0723504096386023e-07, + 3.069127956223383e-07, + 3.0659143135380873e-07, + 3.0627109026681865e-07, + 3.0595074917982856e-07, + 3.056310902138648e-07, + 3.053114880913199e-07, + 3.0499256808980135e-07, + 3.0467455758298456e-07, + 3.043573428840318e-07, + 3.0404095241465257e-07, + 3.037252156445902e-07, + 3.0341030310410133e-07, + 3.030963569017331e-07, + 3.027828370250063e-07, + 3.0246999926930584e-07, + 3.0215795732146944e-07, + 3.018467964466254e-07, + 3.015354366198153e-07, + 3.012248726008693e-07, + 3.0091476332927414e-07, + 3.0060601829973166e-07, + 3.0029826803001924e-07, + 2.99991256724752e-07, + 2.996852970227337e-07, + 2.993807015627681e-07, + 2.990769871757948e-07, + 2.9877418228352326e-07, + 2.984722016208252e-07, + 2.9817113045282895e-07, + 2.9787079824927787e-07, + 2.9757231345683977e-07, + 2.9727439709859027e-07, + 2.96977418656752e-07, + 2.966812076010683e-07, + 2.9638576393153926e-07, + 2.960908886961988e-07, + 2.9579683769043186e-07, + 2.9550349722740066e-07, + 2.9521024202949775e-07, + 2.949176973743306e-07, + 2.9462592010531807e-07, + 2.9433508075271675e-07, + 2.9404426982182486e-07, + 2.9375402732512157e-07, + 2.934643532626069e-07, + 2.9317487815205823e-07, + 2.9288531777638127e-07, + 2.9259643952173064e-07, + 2.9230815812297806e-07, + 2.920203883149952e-07, + 2.9173344273658586e-07, + 2.9144729296604055e-07, + 2.911619390033593e-07, + 2.908766418840969e-07, + 2.9059205530757026e-07, + 2.903092308770283e-07, + 2.9002669066358067e-07, + 2.8974471888432163e-07, + 2.8946345764779835e-07, + 2.891836174967466e-07, + 2.889044026233023e-07, + 2.8862569934062776e-07, + 2.8834784870923613e-07, + 2.880705380903237e-07, + 2.8779399485756585e-07, + 2.8751813374583435e-07, + 2.8724284106829145e-07, + 2.8696808840322774e-07, + 2.8669410312431864e-07, + 2.864208283881453e-07, + 2.861482073512889e-07, + 2.8587632527887763e-07, + 2.8560489795381727e-07, + 2.8533386853268894e-07, + 2.8506389071480953e-07, + 2.8479402658376785e-07, + 2.845248445737525e-07, + 2.8425614573279745e-07, + 2.8398710583132925e-07, + 2.8371880489430623e-07, + 2.8345118607830955e-07, + 2.831843630701769e-07, + 2.829173695317877e-07, + 2.826510296927154e-07, + 2.823853719746694e-07, + 2.821205384861969e-07, + 2.8185624501020357e-07, + 2.81592662076946e-07, + 2.813299886383902e-07, + 2.8106811100769846e-07, + 2.808068870763236e-07, + 2.805463168442657e-07, + 2.8028659926349064e-07, + 2.800273364300665e-07 + ], + [ + 0.00010000000474974513, + 1.4217751413525548e-05, + 2.9439986974466592e-05, + 2.736262649705168e-05, + 2.4441720597678795e-05, + 2.203381336585153e-05, + 2.001830216613598e-05, + 1.8371938494965434e-05, + 1.700260145298671e-05, + 1.5747998986626044e-05, + 1.4667736650153529e-05, + 1.3663079698744696e-05, + 1.2803647223336156e-05, + 1.2054728358634748e-05, + 1.1387699487386271e-05, + 1.0797732102219015e-05, + 1.0276560715283267e-05, + 9.803706234379206e-06, + 9.362303899251856e-06, + 8.975803211797029e-06, + 8.628595423942897e-06, + 8.311705641972367e-06, + 8.019650522328448e-06, + 7.744751201244071e-06, + 7.494335477531422e-06, + 7.261417977133533e-06, + 7.048775842122268e-06, + 6.851152193121379e-06, + 6.66396772430744e-06, + 6.487887276307447e-06, + 6.3223169490811415e-06, + 6.16704437561566e-06, + 6.021768513164716e-06, + 5.884877282369416e-06, + 5.753369805461261e-06, + 5.623739525617566e-06, + 5.498812242876738e-06, + 5.381476057664258e-06, + 5.2693831094074994e-06, + 5.161087756277993e-06, + 5.057107500761049e-06, + 4.95789072374464e-06, + 4.861650722887134e-06, + 4.767782229464501e-06, + 4.676188382291002e-06, + 4.5884348764957394e-06, + 4.503423497226322e-06, + 4.421297489898279e-06, + 4.343283308116952e-06, + 4.268454176781233e-06, + 4.195534984319238e-06, + 4.125196483073523e-06, + 4.057581463712268e-06, + 3.992953224951634e-06, + 3.931245373678394e-06, + 3.870580712828087e-06, + 3.8115958886919543e-06, + 3.754500994546106e-06, + 3.700194383782218e-06, + 3.6477715639193775e-06, + 3.5971399938716786e-06, + 3.5483483316056663e-06, + 3.5005382414965425e-06, + 3.4542413231974933e-06, + 3.4094230159098515e-06, + 3.365711791047943e-06, + 3.323659939269419e-06, + 3.2828088478709105e-06, + 3.242929324187571e-06, + 3.2039222332969075e-06, + 3.166021770084626e-06, + 3.129476908725337e-06, + 3.09378719975939e-06, + 3.059159780605114e-06, + 3.0256412628659746e-06, + 2.993183670696453e-06, + 2.9615857783937827e-06, + 2.930626578745432e-06, + 2.900504114222713e-06, + 2.871113565561245e-06, + 2.842669118763297e-06, + 2.8150034268037416e-06, + 2.7879918889084365e-06, + 2.7614696591626853e-06, + 2.735448560997611e-06, + 2.710163244046271e-06, + 2.685142135305796e-06, + 2.660641257534735e-06, + 2.636727685967344e-06, + 2.6132649963983567e-06, + 2.590098574728472e-06, + 2.567290948718437e-06, + 2.5449762688367628e-06, + 2.5230467599612894e-06, + 2.501654989828239e-06, + 2.4808718990243506e-06, + 2.4605863018223317e-06, + 2.4409637262579054e-06, + 2.421717681500013e-06, + 2.4029338874242967e-06, + 2.3846491785661783e-06, + 2.366925627939054e-06, + 2.3496063477068674e-06, + 2.332500571355922e-06, + 2.3155935195973143e-06, + 2.2988665477896575e-06, + 2.282312152601662e-06, + 2.2658603029412916e-06, + 2.2497374629892875e-06, + 2.2339072529575787e-06, + 2.2182557586347684e-06, + 2.202908490289701e-06, + 2.1877835933992174e-06, + 2.1728801584686153e-06, + 2.157907374567003e-06, + 2.143060328307911e-06, + 2.128312416971312e-06, + 2.1136647774255835e-06, + 2.099193579851999e-06, + 2.0848742678936105e-06, + 2.0705742826976348e-06, + 2.0563284124364145e-06, + 2.04218554245017e-06, + 2.028367134698783e-06, + 2.0148581825196743e-06, + 2.001585471589351e-06, + 1.9885958408849547e-06, + 1.975876330106985e-06, + 1.963410795724485e-06, + 1.95114012058184e-06, + 1.9390768102311995e-06, + 1.9271662949904567e-06, + 1.915318534884136e-06, + 1.9036136791328317e-06, + 1.892035584205587e-06, + 1.8806850903274608e-06, + 1.8695160406423383e-06, + 1.8584692043077666e-06, + 1.8476184777682647e-06, + 1.8368928067502566e-06, + 1.8263145875607734e-06, + 1.8159779529014486e-06, + 1.805793999665184e-06, + 1.795658363334951e-06, + 1.7856510794445057e-06, + 1.7757348587110755e-06, + 1.76597109202703e-06, + 1.7562383618496824e-06, + 1.746629322951776e-06, + 1.7371717149217147e-06, + 1.7278479162996518e-06, + 1.718647013149166e-06, + 1.7096554074669257e-06, + 1.7008230770443333e-06, + 1.6921221686061472e-06, + 1.683532332208415e-06, + 1.6751035900597344e-06, + 1.6668586795276497e-06, + 1.6587266600254225e-06, + 1.650791546126129e-06, + 1.6429523839178728e-06, + 1.6351981457773945e-06, + 1.6275201915050275e-06, + 1.6199035144381924e-06, + 1.6123429986691917e-06, + 1.6049056057454436e-06, + 1.5976040685927728e-06, + 1.5904786323517328e-06, + 1.5834464193176245e-06, + 1.5764862837386318e-06, + 1.5696712125645718e-06, + 1.5629049130438943e-06, + 1.5561889767923276e-06, + 1.5495973002543906e-06, + 1.5431105566676706e-06, + 1.5367264722954133e-06, + 1.5303702411983977e-06, + 1.524072104075458e-06, + 1.5178175090113655e-06, + 1.5117382190510398e-06, + 1.505737373008742e-06, + 1.4998306596680777e-06, + 1.4939854509066208e-06, + 1.4881502465868834e-06, + 1.4823664287177962e-06, + 1.476590796301025e-06, + 1.4708698472531978e-06, + 1.4652424624728155e-06, + 1.4595989341614768e-06, + 1.4540008805852267e-06, + 1.4484303392237052e-06, + 1.442880147806136e-06, + 1.4372863006428815e-06, + 1.4317627119453391e-06, + 1.426261860615341e-06, + 1.4207570302460226e-06, + 1.4152273024592432e-06, + 1.4098051224209485e-06, + 1.4042811926628929e-06, + 1.3988772025186336e-06, + 1.3934486560174264e-06, + 1.3880352298656362e-06, + 1.3824953839502996e-06, + 1.3769181350653525e-06, + 1.3712885902350536e-06, + 1.3656566579811624e-06, + 1.3599568546851515e-06, + 1.3542237411456881e-06, + 1.3484550436260179e-06, + 1.3425618590190425e-06, + 1.3366020539251622e-06, + 1.3306652135725017e-06, + 1.324649247180787e-06, + 1.3185992884245934e-06, + 1.3125437590133515e-06, + 1.3064050108368974e-06, + 1.3001821344005293e-06, + 1.2939905218445347e-06, + 1.2877234212282929e-06, + 1.281388108509418e-06, + 1.2751173699143692e-06, + 1.2687045227721683e-06, + 1.2623022485058755e-06, + 1.255936581401329e-06, + 1.249562615157629e-06, + 1.2431678442226257e-06, + 1.2368118404992856e-06, + 1.2305406471568858e-06, + 1.224170659952506e-06, + 1.217806016029499e-06, + 1.2115245908717043e-06, + 1.2051663134116097e-06, + 1.1987752941422514e-06, + 1.192398144667095e-06, + 1.1860778386107995e-06, + 1.1797369552368764e-06, + 1.1734787221939769e-06, + 1.1672869959511445e-06, + 1.161113686976023e-06, + 1.1550032468221616e-06, + 1.1489401003927924e-06, + 1.1429780215621577e-06, + 1.137085746449884e-06, + 1.131229169004655e-06, + 1.1255045819780207e-06, + 1.1198421816516202e-06, + 1.1142104767714045e-06, + 1.1085759297202458e-06, + 1.1030051609850489e-06, + 1.097498511626327e-06, + 1.0920113027168554e-06, + 1.0866023103517364e-06, + 1.081270625036268e-06, + 1.0759830502138357e-06, + 1.0707362889661454e-06, + 1.0655775213308516e-06, + 1.0604685485304799e-06, + 1.0554202845014515e-06, + 1.050368382493616e-06, + 1.0453970844537253e-06, + 1.0404869499325287e-06, + 1.0355933000028017e-06, + 1.0307479669791064e-06, + 1.0259358305120259e-06, + 1.0211623475697706e-06, + 1.0163934121010243e-06, + 1.0116716566699324e-06, + 1.0070107236970216e-06, + 1.0024119774243445e-06, + 9.978527941711945e-07, + 9.933233968695276e-07, + 9.88852320915612e-07, + 9.844641226663953e-07, + 9.80124809757399e-07, + 9.75834723249136e-07, + 9.715668056742288e-07, + 9.67321170719515e-07, + 9.631215789340786e-07, + 9.589821274857968e-07, + 9.549082733428804e-07, + 9.508628977528133e-07, + 9.468569714954356e-07, + 9.429070360056357e-07, + 9.390004720444267e-07, + 9.351236940347007e-07, + 9.312875022260414e-07, + 9.274829153582687e-07, + 9.237132303496765e-07, + 9.199688975058962e-07, + 9.162560559161648e-07, + 9.125816404775833e-07, + 9.089596346711915e-07, + 9.05359513581061e-07, + 9.017643378683715e-07, + 8.98212874744786e-07, + 8.94701202014403e-07, + 8.912405178307381e-07, + 8.878053563421417e-07, + 8.843837235872343e-07, + 8.809806217868754e-07, + 8.776010531619249e-07, + 8.742720751797606e-07, + 8.709772032489127e-07, + 8.677072855789447e-07, + 8.644668696433655e-07, + 8.612353781245474e-07, + 8.580387884649099e-07, + 8.548716436962422e-07, + 8.517431524524e-07, + 8.486338742841326e-07, + 8.455652391603508e-07, + 8.425180340054794e-07, + 8.394971473535406e-07, + 8.364959285245277e-07, + 8.335138659276708e-07, + 8.305503911287815e-07, + 8.27598398700502e-07, + 8.246627203334356e-07, + 8.21753246782464e-07, + 8.188735591829754e-07, + 8.16011379356496e-07, + 8.131705158120894e-07, + 8.103556865535211e-07, + 8.075285791164788e-07, + 8.047304049796367e-07, + 8.019529786906787e-07, + 7.992062478479056e-07, + 7.964700330376218e-07, + 7.937586019579612e-07, + 7.910692261248187e-07, + 7.88397471751523e-07, + 7.857458967919229e-07, + 7.831230846022663e-07, + 7.805139716765552e-07, + 7.77924924477702e-07, + 7.753570798740839e-07, + 7.728189075351111e-07, + 7.702972197876079e-07, + 7.678008273614978e-07, + 7.653253533135285e-07, + 7.628587468389014e-07, + 7.604113534398493e-07, + 7.579919270028768e-07, + 7.55587279854808e-07, + 7.532004815402615e-07, + 7.508199928452086e-07, + 7.484666753043712e-07, + 7.461210316250799e-07, + 7.438013653882081e-07, + 7.414948299810931e-07, + 7.392060865640815e-07, + 7.369282002400723e-07, + 7.346690722442872e-07, + 7.324285888898885e-07, + 7.301912319235271e-07, + 7.279671194737602e-07, + 7.257631295942701e-07, + 7.235701104946202e-07, + 7.213868684630143e-07, + 7.192220436991192e-07, + 7.170768867581501e-07, + 7.14949635494122e-07, + 7.128326728889078e-07, + 7.107296369213145e-07, + 7.086351843099692e-07, + 7.065544309625693e-07, + 7.044920948828803e-07, + 7.024381147857639e-07, + 7.003988002907136e-07, + 6.983696039242204e-07, + 6.963545047256048e-07, + 6.943586186025641e-07, + 6.923692126292735e-07, + 6.903946996317245e-07, + 6.884311574140156e-07, + 6.864800070616184e-07, + 6.845428401902609e-07, + 6.826188041486603e-07, + 6.807208023928979e-07, + 6.788301902815874e-07, + 6.769541869289242e-07, + 6.75087960644305e-07, + 6.732316251145676e-07, + 6.713860898344137e-07, + 6.695530601064092e-07, + 6.677330475213239e-07, + 6.659277573817235e-07, + 6.641346885771782e-07, + 6.623517379011901e-07, + 6.605894213862484e-07, + 6.588300607290876e-07, + 6.570829214069818e-07, + 6.553499929395912e-07, + 6.536243972732336e-07, + 6.519135808957799e-07, + 6.502123142126948e-07, + 6.485208245976537e-07, + 6.468426931860449e-07, + 6.451734861911973e-07, + 6.435214459088456e-07, + 6.418693487830751e-07, + 6.402300414265483e-07, + 6.386042628037103e-07, + 6.369921266013989e-07, + 6.353890853461053e-07, + 6.337941726997087e-07, + 6.322109697975975e-07, + 6.306366344688286e-07, + 6.290725877988734e-07, + 6.27517238172004e-07, + 6.259756446524989e-07, + 6.24444169261551e-07, + 6.229228119991603e-07, + 6.214104359969497e-07, + 6.199073254720133e-07, + 6.184130256770004e-07, + 6.169358925944834e-07, + 6.154632501420565e-07, + 6.140018058431451e-07, + 6.12548433309712e-07, + 6.111101811256958e-07, + 6.09675055329717e-07, + 6.082484560465673e-07, + 6.068308948670165e-07, + 6.054199843674724e-07, + 6.040154403308406e-07, + 6.026215828569548e-07, + 6.012356834617094e-07, + 5.998596748213458e-07, + 5.984908284517587e-07, + 5.971289169792726e-07, + 5.957694497737975e-07, + 5.944178269601252e-07, + 5.930716611146636e-07, + 5.917323164794652e-07, + 5.903995656808547e-07, + 5.890734655622509e-07, + 5.877565172340837e-07, + 5.864473564543005e-07, + 5.851380251442606e-07, + 5.838375045641442e-07, + 5.825431799166836e-07, + 5.812553354189731e-07, + 5.7997510793939e-07, + 5.787046006844321e-07, + 5.774431883764919e-07, + 5.761872898801812e-07, + 5.749415663558466e-07, + 5.73702379824681e-07, + 5.724677407670242e-07, + 5.712392407986044e-07, + 5.700164251720707e-07, + 5.687992370440043e-07, + 5.675914280800498e-07, + 5.663932824973017e-07, + 5.652040613313147e-07, + 5.640220592795231e-07, + 5.628490953313303e-07, + 5.616817020381859e-07, + 5.605201636171842e-07, + 5.59363684260461e-07, + 5.582170956586197e-07, + 5.570750545302872e-07, + 5.559412556976895e-07, + 5.548144486056117e-07, + 5.536926437343936e-07, + 5.525773758563446e-07, + 5.514712597687321e-07, + 5.503683269125759e-07, + 5.492706804943737e-07, + 5.48176899428654e-07, + 5.470919290928578e-07, + 5.460134957502305e-07, + 5.449415425573534e-07, + 5.438781727207243e-07, + 5.428229883364111e-07, + 5.417705324362032e-07, + 5.407202365859121e-07, + 5.396730671236583e-07, + 5.386376074056898e-07, + 5.376072635954188e-07, + 5.365822062231018e-07, + 5.355636858439539e-07, + 5.345473823581415e-07, + 5.335406285666977e-07, + 5.325421170709888e-07, + 5.315451971910079e-07, + 5.305529384713736e-07, + 5.295635787661013e-07, + 5.285783686304057e-07, + 5.275971375340305e-07, + 5.266190896691114e-07, + 5.256456461211201e-07, + 5.246766363597999e-07, + 5.23712401445664e-07, + 5.227515771366598e-07, + 5.217935381551797e-07, + 5.208389666222502e-07, + 5.198893973101804e-07, + 5.189459102439287e-07, + 5.180096422918723e-07, + 5.170775807528116e-07, + 5.161510898687993e-07, + 5.15235626608046e-07, + 5.143216981196019e-07, + 5.134137381901382e-07, + 5.125112920723041e-07, + 5.116094712320773e-07, + 5.10715267409978e-07, + 5.098265205560892e-07, + 5.089394790047663e-07, + 5.080541995994281e-07, + 5.071740929452062e-07, + 5.063034222985152e-07, + 5.054371285950765e-07, + 5.045725970376225e-07, + 5.037137498220545e-07, + 5.028599616707652e-07, + 5.020100957153772e-07, + 5.011630719309323e-07, + 5.003193450647814e-07, + 4.994795972379507e-07, + 4.986420663044555e-07, + 4.978062406735262e-07, + 4.96968709740031e-07, + 4.961301556249964e-07, + 4.952952394887689e-07, + 4.944590727973264e-07, + 4.936239292874234e-07, + 4.927928785036784e-07, + 4.919634193356615e-07, + 4.911318569611467e-07, + 4.903043873127899e-07, + 4.894802145827271e-07, + 4.88660191422241e-07, + 4.878382355855138e-07, + 4.870176439908391e-07, + 4.862001787842019e-07, + 4.853876021115866e-07, + 4.845762759941863e-07, + 4.837685310121742e-07, + 4.829625481761468e-07, + 4.821584411729418e-07, + 4.81357119497261e-07, + 4.805589810530364e-07, + 4.797645942744566e-07, + 4.789740160049405e-07, + 4.781873599313258e-07, + 4.774049102707068e-07, + 4.766271786138532e-07, + 4.75853767056833e-07, + 4.7508549982921977e-07, + 4.743200179291307e-07, + 4.7356044774460315e-07, + 4.7279959858315124e-07, + 4.7204156317093293e-07, + 4.7128543201324646e-07, + 4.705320861830842e-07, + 4.6978186674095923e-07, + 4.690355694947357e-07, + 4.6829256916680606e-07, + 4.6755255311836663e-07, + 4.668147539632628e-07, + 4.660794843402982e-07, + 4.653470568882767e-07, + 4.646178126677114e-07, + 4.6389115482270427e-07, + 4.6316631596710067e-07, + 4.6244443296927784e-07, + 4.617247952865e-07, + 4.610067776411597e-07, + 4.602897831773589e-07, + 4.595757729930483e-07, + 4.5886397970207327e-07, + 4.5815687599315424e-07, + 4.574517049604765e-07, + 4.567499445329304e-07, + 4.560531579045346e-07, + 4.553591850253724e-07, + 4.5466950382433424e-07, + 4.539821816251788e-07, + 4.532952857516648e-07, + 4.5261100467541837e-07, + 4.5192922470960184e-07, + 4.512506848186604e-07, + 4.505749302552431e-07, + 4.499023305015726e-07, + 4.492335108352563e-07, + 4.48566339628087e-07, + 4.479022663872456e-07, + 4.472424564028188e-07, + 4.465834138045466e-07, + 4.4592715653379855e-07, + 4.452727466741635e-07, + 4.4462041159931687e-07, + 4.439695544533606e-07, + 4.4331989101920044e-07, + 4.42672387634957e-07, + 4.4202931803738466e-07, + 4.4138721477793297e-07, + 4.4074741367694514e-07, + 4.4010999999954947e-07, + 4.394738937207876e-07, + 4.3884062961296877e-07, + 4.382091276511346e-07, + 4.375791320399003e-07, + 4.369529449377296e-07, + 4.363287757769285e-07, + 4.357069087745913e-07, + 4.350884807990951e-07, + 4.3447238340377226e-07, + 4.338579913110152e-07, + 4.3324490661689197e-07, + 4.32635800962089e-07, + 4.3202859956181783e-07, + 4.314241550673614e-07, + 4.308214442971803e-07, + 4.30220836733497e-07, + 4.2962159341186634e-07, + 4.2902493646579387e-07, + 4.284292174361326e-07, + 4.2783639742083324e-07, + 4.2724693116724666e-07, + 4.2665948285502964e-07, + 4.2607422301443876e-07, + 4.2549200429675693e-07, + 4.249113487730938e-07, + 4.2433350699866423e-07, + 4.237560631281667e-07, + 4.231803814036539e-07, + 4.226056660172617e-07, + 4.220318032821524e-07, + 4.2145899215029203e-07, + 4.2088848317689553e-07, + 4.2032061742247606e-07, + 4.1975366116275836e-07, + 4.191869322767161e-07, + 4.1862122657221335e-07, + 4.1805688510976324e-07, + 4.174961532044108e-07, + 4.1693729713188077e-07, + 4.163827327374747e-07, + 4.1583217580409837e-07, + 4.152835515469633e-07, + 4.14736035736496e-07, + 4.14189202047055e-07, + 4.1364455682924017e-07, + 4.131009916363837e-07, + 4.125591601678025e-07, + 4.1201911926691537e-07, + 4.114808973554318e-07, + 4.109444944333518e-07, + 4.104119568637543e-07, + 4.098805845842435e-07, + 4.093530208137963e-07, + 4.08827759201813e-07, + 4.0830437342265213e-07, + 4.077831192716985e-07, + 4.0726462202655966e-07, + 4.067507006766391e-07, + 4.0624004782330303e-07, + 4.057291675962915e-07, + 4.052212716487702e-07, + 4.0471391571372806e-07, + 4.04205309223471e-07, + 4.0369732801082137e-07, + 4.0319119420928473e-07, + 4.026865383366385e-07, + 4.0218264985014684e-07, + 4.016810066787002e-07, + 4.0118015931511763e-07, + 4.006801077593991e-07, + 4.001827846877859e-07, + 3.996864279542933e-07, + 3.991917196799477e-07, + 3.986982335391076e-07, + 3.982063390139956e-07, + 3.977143592237553e-07, + 3.9722343103676394e-07, + 3.96732730223448e-07, + 3.9624285363970557e-07, + 3.9575346022502345e-07, + 3.952643226057262e-07, + 3.94778027157372e-07, + 3.9429173170901777e-07, + 3.9380682892442564e-07, + 3.9332326196017675e-07, + 3.9284071817746735e-07, + 3.9235959548022947e-07, + 3.918796949164971e-07, + 3.914006185823382e-07, + 3.9092304859877913e-07, + 3.904464449533407e-07, + 3.899710065979889e-07, + 3.8949639247221057e-07, + 3.890231141667755e-07, + 3.885518822244194e-07, + 3.8808153135505563e-07, + 3.8761228893235966e-07, + 3.871454055115464e-07, + 3.866799715979141e-07, + 3.862161293000099e-07, + 3.8575285543629434e-07, + 3.852912016100163e-07, + 3.848308267606626e-07, + 3.843705371764372e-07, + 3.8391084444810986e-07, + 3.8345325492628035e-07, + 3.829966601642809e-07, + 3.8254202650023217e-07, + 3.820884728611418e-07, + 3.8163673821145494e-07, + 3.8118653833407734e-07, + 3.8073756059020525e-07, + 3.802898618232575e-07, + 3.7984307255101157e-07, + 3.7939818753329746e-07, + 3.789544962273794e-07, + 3.785124818023178e-07, + 3.7807151898050506e-07, + 3.7763177829219785e-07, + 3.771929470985924e-07, + 3.767545990740473e-07, + 3.763178710869397e-07, + 3.758819673294056e-07, + 3.7544731412708643e-07, + 3.750143093839142e-07, + 3.745825267742475e-07, + 3.741519094546675e-07, + 3.737210079179931e-07, + 3.7329195379243174e-07, + 3.7286417864379473e-07, + 3.724370287727652e-07, + 3.720114136740449e-07, + 3.715867649134452e-07, + 3.7116330986464163e-07, + 3.7074229908284906e-07, + 3.703225388562714e-07, + 3.699040860283276e-07, + 3.6948583215234976e-07, + 3.6906797618030396e-07, + 3.6865074548586563e-07, + 3.682345663946762e-07, + 3.6781972312383004e-07, + 3.674052777569159e-07, + 3.6699131555906206e-07, + 3.665790018203552e-07, + 3.661667733467766e-07, + 3.6575511330738664e-07, + 3.6534521541398135e-07, + 3.649364543889533e-07, + 3.645289154974307e-07, + 3.641222576789005e-07, + 3.6371633882481547e-07, + 3.6331184105620196e-07, + 3.6290836646912794e-07, + 3.625050339906011e-07, + 3.621029804889986e-07, + 3.617010406742338e-07, + 3.6129938507656334e-07, + 3.608988095038512e-07, + 3.6049937079951633e-07, + 3.601009268550115e-07, + 3.597035345137556e-07, + 3.5930750641455234e-07, + 3.589134678350092e-07, + 3.5852124824486964e-07, + 3.5813013710139785e-07, + 3.5774024809143157e-07, + 3.573507569853973e-07, + 3.5696305644705717e-07, + 3.5657623698170937e-07, + 3.5619041227619164e-07, + 3.5580660551204346e-07, + 3.55422713482767e-07, + 3.5503995832186774e-07, + 3.54658027390542e-07, + 3.5427714806246513e-07, + 3.538970076988335e-07, + 3.5351743576939043e-07, + 3.5313868806952087e-07, + 3.527610772380285e-07, + 3.523847169617511e-07, + 3.5200923775846604e-07, + 3.516347248933016e-07, + 3.5126092257087294e-07, + 3.508880013214366e-07, + 3.5051562008447945e-07, + 3.501422156659828e-07, + 3.4976966389876907e-07, + 3.4939779425258166e-07, + 3.490266919925489e-07, + 3.486565276489273e-07, + 3.4828684647436603e-07, + 3.479181316379254e-07, + 3.4754941680148477e-07, + 3.471814125077799e-07, + 3.468157387942483e-07, + 3.464508893102902e-07, + 3.4608672194735846e-07, + 3.4572437357383023e-07, + 3.4536336102064524e-07, + 3.450038832397695e-07, + 3.446454002187238e-07, + 3.442876561621233e-07, + 3.439315605646698e-07, + 3.43576374461918e-07, + 3.4322201258873974e-07, + 3.428685033668444e-07, + 3.4251578995281307e-07, + 3.421641281420307e-07, + 3.4181329056082177e-07, + 3.414638740650844e-07, + 3.411152249555016e-07, + 3.407672011235263e-07, + 3.404197173040302e-07, + 3.400731145575264e-07, + 3.3972725077546784e-07, + 3.393823533315299e-07, + 3.3903711482707877e-07, + 3.3869264370878227e-07, + 3.38349508410829e-07, + 3.380088458015962e-07, + 3.3766846740945766e-07, + 3.3732968063304725e-07, + 3.3699214441185177e-07, + 3.3665551768535806e-07, + 3.363190046457021e-07, + 3.359831737270724e-07, + 3.3564853652023885e-07, + 3.353146951212693e-07, + 3.3498156426503556e-07, + 3.346504797718808e-07, + 3.3432016266488063e-07, + 3.3399112453480484e-07, + 3.336629674777214e-07, + 3.3333594728901517e-07, + 3.3301031976407103e-07, + 3.3268540278186265e-07, + 3.3236131002922775e-07, + 3.3203787097590975e-07, + 3.31715767742935e-07, + 3.313944034744054e-07, + 3.3107306762758526e-07, + 3.307507938643539e-07, + 3.3042906011360174e-07, + 3.301066158201138e-07, + 3.2978491049107106e-07, + 3.294641146567301e-07, + 3.291436598829023e-07, + 3.2882402933864796e-07, + 3.285047398549068e-07, + 3.2818630302244856e-07, + 3.278691451669147e-07, + 3.2755224310676567e-07, + 3.2723542631174496e-07, + 3.2692003060219577e-07, + 3.266040948801674e-07, + 3.2628892654429364e-07, + 3.259744119077368e-07, + 3.25661090982976e-07, + 3.253486511312076e-07, + 3.250370923524315e-07, + 3.2472669886374206e-07, + 3.244175275085581e-07, + 3.241092088046571e-07, + 3.238015722217824e-07, + 3.2349461775993404e-07, + 3.2318828857569315e-07, + 3.228825562473503e-07, + 3.225770797143923e-07, + 3.222734221708379e-07, + 3.2197041832660034e-07, + 3.2166801133826084e-07, + 3.213672528090683e-07, + 3.2106723324432096e-07, + 3.2076752631837735e-07, + 3.2046838782662235e-07, + 3.201701304078597e-07, + 3.1987198667593475e-07, + 3.1957461033016443e-07, + 3.192780582139676e-07, + 3.189811650372576e-07, + 3.186848402947362e-07, + 3.183891408298223e-07, + 3.180933845214895e-07, + 3.1779777032170387e-07, + 3.1750374773764634e-07, + 3.172105493831623e-07, + 3.1691803314970457e-07, + 3.166261990372732e-07, + 3.1633507546757755e-07, + 3.1604452033207053e-07, + 3.157539367748541e-07, + 3.154640637603734e-07, + 3.1517487286691903e-07, + 3.1488568197346467e-07, + 3.1459697424907063e-07, + 3.1430900548912177e-07, + 3.140216904284898e-07, + 3.1373500064546533e-07, + 3.1344879403150117e-07, + 3.1316326953856333e-07, + 3.1287854085348954e-07, + 3.125942100723478e-07, + 3.123105898339418e-07, + 3.120274811863055e-07, + 3.11744884129439e-07, + 3.114630260370177e-07, + 3.1118179322220385e-07, + 3.1090021934687684e-07, + 3.106192991708667e-07, + 3.103389190073358e-07, + 3.100595051819255e-07, + 3.097813134900207e-07, + 3.095036902323045e-07, + 3.092269764692901e-07, + 3.0895080271875486e-07, + 3.0867522582411766e-07, + 3.084001605202502e-07, + 3.081255783854431e-07, + 3.078515362631151e-07, + 3.0757803415326634e-07, + 3.073052141644439e-07, + 3.070330762966478e-07, + 3.06761819501844e-07, + 3.064911879846477e-07, + 3.0622106805822114e-07, + 3.0595185762649635e-07, + 3.0568318720725074e-07, + 3.05414971535356e-07, + 3.0514766535816307e-07, + 3.0488132551909075e-07, + 3.0461538358395046e-07, + 3.0434989639616106e-07, + 3.0408460816033767e-07, + 3.038195472981897e-07, + 3.0355491276168323e-07, + 3.032907898159465e-07, + 3.0302686582217575e-07, + 3.027632828889182e-07, + 3.0250018312472093e-07, + 3.0223762337300286e-07, + 3.0197557521205454e-07, + 3.017145218109363e-07, + 3.014540368440066e-07, + 3.011940634678467e-07, + 3.00935028008098e-07, + 3.006762483437342e-07, + 3.004179518484307e-07, + 3.0016067853466666e-07, + 2.999041157636384e-07, + 2.9964795089654217e-07, + 2.9939187129457423e-07, + 2.9913593380115344e-07, + 2.9888045105508354e-07, + 2.986254798997834e-07, + 2.9837110560038127e-07, + 2.9811721447003947e-07, + 2.978638349304674e-07, + 2.97611023825084e-07, + 2.973585537802137e-07, + 2.971067374346603e-07, + 2.9685548952329555e-07, + 2.966048100461194e-07, + 2.963547558465507e-07, + 2.961051848160423e-07, + 2.958554716769868e-07, + 2.95606270128701e-07, + 2.9535758017118496e-07, + 2.951094302261481e-07, + 2.948623318843602e-07, + 2.946152051208628e-07, + 2.9436912996061437e-07, + 2.941232253306225e-07, + 2.9387797439994756e-07, + 2.936330929514952e-07, + 2.9338869467210316e-07, + 2.931446658749337e-07, + 2.9290117709024344e-07, + 2.9265814305290405e-07, + 2.9241547849778726e-07, + 2.921732118466025e-07, + 2.9193142836447805e-07, + 2.9169015647312335e-07, + 2.9144933932911954e-07, + 2.9120920430614206e-07, + 2.909693535002589e-07, + 2.9072992902001715e-07, + 2.904910445522546e-07, + 2.902527569403901e-07, + 2.90014497750235e-07, + 2.897763806686271e-07, + 2.895387751777889e-07, + 2.893013402172073e-07, + 2.890643315822672e-07, + 2.888272092604893e-07, + 2.885907974814472e-07, + 2.883547267629183e-07, + 2.8811913921344967e-07 + ] + ], + "training_efficiencies": [ + [ + 0.0078125, + 0.0064939712174236774, + 0.013679509051144123, + -0.0052301641553640366, + -0.0007635830552317202, + 8.433616312686354e-05, + 0.0003713584446813911, + 0.000491362705361098, + 0.0005504070431925356, + 0.0005732123972848058, + 0.0005766047397628427, + 0.0005698911263607442, + 0.0005583206657320261, + 0.0005446008290164173, + 0.0005300571792759001, + 0.0005153513629920781, + 0.0005010024760849774, + 0.0004874728329014033, + 0.0004746496269945055, + 0.0004623806453309953, + 0.0004505586111918092, + 0.0004384415806271136, + 0.0004269102355465293, + 0.000415710179368034, + 0.00040505980723537505, + 0.0003949998936150223, + 0.0003852419613394886, + 0.0003760654653888196, + 0.00036741126677952707, + 0.0003592664434108883, + 0.0003515027929097414, + 0.0003443051245994866, + 0.0003373190120328218, + 0.0003306839207652956, + 0.00032436821493320167, + 0.00031820207368582487, + 0.00031230036984197795, + 0.00030664860969409347, + 0.0003010441141668707, + 0.0002956034441012889, + 0.00029033274040557444, + 0.0002851028984878212, + 0.0002799166541080922, + 0.00027485843747854233, + 0.00026996852830052376, + 0.00026528621674515307, + 0.0002608466020319611, + 0.00025640352396294475, + 0.0002520985435694456, + 0.00024793256307020783, + 0.00024383531126659364, + 0.00023989744659047574, + 0.00023615527607034892, + 0.0002325235545868054, + 0.0002290250122314319, + 0.00022561436344403774, + 0.00022234309290070087, + 0.00021916409605182707, + 0.0002161327429348603, + 0.0002131858782377094, + 0.00021033363009337336, + 0.0002075652446364984, + 0.00020485509594436735, + 0.00020218636200297624, + 0.00019963984959758818, + 0.00019711701315827668, + 0.00019461764895822853, + 0.00019219813111703843, + 0.0001898584159789607, + 0.00018762463878374547, + 0.0001854485017247498, + 0.00018334932974539697, + 0.00018128893862012774, + 0.0001792040275176987, + 0.00017716537695378065, + 0.0001752064999891445, + 0.0001733354147290811, + 0.00017152787768281996, + 0.000169760241988115, + 0.00016803108155727386, + 0.0001663542934693396, + 0.00016469012189190835, + 0.00016307333135046065, + 0.0001614805223653093, + 0.0001599518582224846, + 0.0001584465935593471, + 0.00015699192590545863, + 0.0001555686758365482, + 0.0001541887759231031, + 0.00015283127140719444, + 0.00015147724479902536, + 0.00015014095697551966, + 0.0001488279231125489, + 0.00014753435971215367, + 0.0001462970394641161, + 0.00014506367733702064, + 0.00014382618246600032, + 0.00014261061733122915, + 0.00014140551502350718, + 0.00014024249685462564, + 0.00013908206892665476, + 0.0001379453024128452, + 0.00013683908036909997, + 0.0001357629953417927, + 0.00013472180580720305, + 0.00013367299106903374, + 0.0001326549390796572, + 0.00013164212577976286, + 0.00013064008089713752, + 0.00012965228233952075, + 0.00012867257464677095, + 0.00012769059685524553, + 0.00012671601143665612, + 0.00012575909204315394, + 0.0001247983891516924, + 0.00012383893772494048, + 0.00012288572906982154, + 0.00012194464216008782, + 0.00012100604362785816, + 0.00012006942415609956, + 0.00011913814523722976, + 0.00011823300155811012, + 0.00011734747386071831, + 0.00011650111991912127, + 0.00011567120964173228, + 0.00011485407594591379, + 0.00011404939868953079, + 0.00011324921797495335, + 0.00011245816858718172, + 0.00011166599142597988, + 0.00011087604070780799, + 0.00011009242007276043, + 0.00010931940778391436, + 0.0001085623589460738, + 0.00010780021693790331, + 0.00010703910083975643, + 0.00010627819574438035, + 0.00010551328159635887, + 0.00010474946611793712, + 0.00010397139703854918, + 0.00010317800479242578, + 0.00010239874973194674, + 0.00010161461250390857, + 0.0001008403196465224, + 0.00010007091623265296, + 9.931122622219846e-05, + 9.855604730546474e-05, + 9.778785897651687e-05, + 9.701948874862865e-05, + 9.625446546124294e-05, + 9.549348033033311e-05, + 9.473964018980041e-05, + 9.398722613696009e-05, + 9.324521670350805e-05, + 9.250717266695574e-05, + 9.1780602815561e-05, + 9.10567250684835e-05, + 9.033994138007984e-05, + 8.962749416241422e-05, + 8.89258153620176e-05, + 8.822784730000421e-05, + 8.753975271247327e-05, + 8.686869114171714e-05, + 8.619958680355921e-05, + 8.553560473956168e-05, + 8.488297316944227e-05, + 8.424697443842888e-05, + 8.361768414033577e-05, + 8.299520413856953e-05, + 8.238267037086189e-05, + 8.177745621651411e-05, + 8.118381083477288e-05, + 8.059563697315753e-05, + 8.001886453712359e-05, + 7.944404933368787e-05, + 7.887821266194806e-05, + 7.832367555238307e-05, + 7.778352301102132e-05, + 7.725178147666156e-05, + 7.673120126128197e-05, + 7.622098200954497e-05, + 7.571571040898561e-05, + 7.521876250393689e-05, + 7.473048026440665e-05, + 7.42491683922708e-05, + 7.377770089078695e-05, + 7.331200322369114e-05, + 7.285524770850316e-05, + 7.240002014441416e-05, + 7.195341459009796e-05, + 7.15115966158919e-05, + 7.107234705472365e-05, + 7.063977682264522e-05, + 7.02152683516033e-05, + 6.979960744502023e-05, + 6.939049490028992e-05, + 6.898766150698066e-05, + 6.859059067210183e-05, + 6.819827103754506e-05, + 6.781007687095553e-05, + 6.742285040672868e-05, + 6.704086263198406e-05, + 6.666780245723203e-05, + 6.629615381825715e-05, + 6.592654244741425e-05, + 6.556247535627335e-05, + 6.520364695461467e-05, + 6.485362973762676e-05, + 6.450837099691853e-05, + 6.416769610950723e-05, + 6.383119034580886e-05, + 6.349952309392393e-05, + 6.317174120340496e-05, + 6.284625851549208e-05, + 6.252660386962816e-05, + 6.220943032531068e-05, + 6.189873238326982e-05, + 6.159325857879594e-05, + 6.129250687081367e-05, + 6.099471647758037e-05, + 6.070331801311113e-05, + 6.041539745638147e-05, + 6.0129248595330864e-05, + 5.9847920056199655e-05, + 5.957004032097757e-05, + 5.9295998653396964e-05, + 5.902520570089109e-05, + 5.875427450519055e-05, + 5.84859044465702e-05, + 5.822028833790682e-05, + 5.79605512029957e-05, + 5.770469215349294e-05, + 5.7451645261608064e-05, + 5.7202025345759466e-05, + 5.695491563528776e-05, + 5.671331018675119e-05, + 5.647214129567146e-05, + 5.623173638014123e-05, + 5.5994318245211616e-05, + 5.5761287512723356e-05, + 5.553029404836707e-05, + 5.530386260943487e-05, + 5.507977766683325e-05, + 5.4857024224475026e-05, + 5.463658817461692e-05, + 5.441880421130918e-05, + 5.4203654144657776e-05, + 5.3990312153473496e-05, + 5.37781415914651e-05, + 5.356928159017116e-05, + 5.3362637117970735e-05, + 5.3155748901190236e-05, + 5.2950763347325847e-05, + 5.274797149468213e-05, + 5.254795541986823e-05, + 5.2348168537719175e-05, + 5.214990596869029e-05, + 5.195352787268348e-05, + 5.1758517656708136e-05, + 5.1562714361352846e-05, + 5.136750405654311e-05, + 5.117479668115266e-05, + 5.098187830299139e-05, + 5.079065158497542e-05, + 5.0601272960193455e-05, + 5.041325493948534e-05, + 5.022580080549233e-05, + 5.004004924558103e-05, + 4.985687701264396e-05, + 4.967600398231298e-05, + 4.949659341946244e-05, + 4.931833973387256e-05, + 4.914144301437773e-05, + 4.89667036163155e-05, + 4.879324842477217e-05, + 4.8623162001604214e-05, + 4.845563671551645e-05, + 4.8288533434970304e-05, + 4.812409679288976e-05, + 4.796262510353699e-05, + 4.780254312208854e-05, + 4.764449840877205e-05, + 4.748793799080886e-05, + 4.733279638458043e-05, + 4.717932461062446e-05, + 4.7027675464050844e-05, + 4.68773469037842e-05, + 4.6728495362913236e-05, + 4.6580615162383765e-05, + 4.64332515548449e-05, + 4.6286666474770755e-05, + 4.6142038627294824e-05, + 4.59980801679194e-05, + 4.585588976624422e-05, + 4.5715380110777915e-05, + 4.5576442062156275e-05, + 4.5437180233420804e-05, + 4.530019941739738e-05, + 4.516458648140542e-05, + 4.5030225010123104e-05, + 4.4895739847561345e-05, + 4.47635720774997e-05, + 4.463245932129212e-05, + 4.450294727575965e-05, + 4.4374570279615e-05, + 4.424674989422783e-05, + 4.412071575643495e-05, + 4.399606405058876e-05, + 4.3872303649550304e-05, + 4.375035859993659e-05, + 4.362954859971069e-05, + 4.3510055547812954e-05, + 4.339150109444745e-05, + 4.327449278207496e-05, + 4.315792830311693e-05, + 4.3042578909080476e-05, + 4.2928186303470284e-05, + 4.281339715817012e-05, + 4.2698193283285946e-05, + 4.258321496308781e-05, + 4.246850949130021e-05, + 4.235414235154167e-05, + 4.2239440517732874e-05, + 4.212509884382598e-05, + 4.201139745418914e-05, + 4.189846004010178e-05, + 4.178649396635592e-05, + 4.1674633393995464e-05, + 4.1563100239727646e-05, + 4.145181810599752e-05, + 4.134121991228312e-05, + 4.1231025534216315e-05, + 4.112137321499176e-05, + 4.101187732885592e-05, + 4.0903189074015245e-05, + 4.0794926462695e-05, + 4.068680209456943e-05, + 4.05788014177233e-05, + 4.047161201015115e-05, + 4.0365714085055515e-05, + 4.026038368465379e-05, + 4.0155900933314115e-05, + 4.005244772997685e-05, + 3.995054794359021e-05, + 3.9849655877333134e-05, + 3.974917854066007e-05, + 3.9649621612625197e-05, + 3.955081047024578e-05, + 3.945238495361991e-05, + 3.9354847103822976e-05, + 3.925786950276233e-05, + 3.9162223401945084e-05, + 3.906734491465613e-05, + 3.897308124578558e-05, + 3.887903585564345e-05, + 3.878614734276198e-05, + 3.869377906084992e-05, + 3.8602058339165524e-05, + 3.851130168186501e-05, + 3.8420886994572356e-05, + 3.8331487303366885e-05, + 3.824240411631763e-05, + 3.815398667939007e-05, + 3.8066256820457056e-05, + 3.797857789322734e-05, + 3.789156107814051e-05, + 3.780469705816358e-05, + 3.771869887714274e-05, + 3.763317363336682e-05, + 3.754826684598811e-05, + 3.7463698390638456e-05, + 3.737983570317738e-05, + 3.729573290911503e-05, + 3.721267785294913e-05, + 3.712941906997003e-05, + 3.704651680891402e-05, + 3.696387284435332e-05, + 3.688148353830911e-05, + 3.6799709050683305e-05, + 3.671874219435267e-05, + 3.66381646017544e-05, + 3.655854015960358e-05, + 3.64794977940619e-05, + 3.640132490545511e-05, + 3.632384323282167e-05, + 3.6246623494662344e-05, + 3.617012407630682e-05, + 3.609400664572604e-05, + 3.6017881939187646e-05, + 3.594225563574582e-05, + 3.586729144444689e-05, + 3.579274925868958e-05, + 3.57189383066725e-05, + 3.5645676689455286e-05, + 3.5572575143305585e-05, + 3.5499848308973014e-05, + 3.5427696275291964e-05, + 3.5356068110559136e-05, + 3.5284894693177193e-05, + 3.5214128729421645e-05, + 3.5142951674060896e-05, + 3.507224755594507e-05, + 3.500144521240145e-05, + 3.493074473226443e-05, + 3.4859825973398983e-05, + 3.4788721677614376e-05, + 3.47179411619436e-05, + 3.46477136190515e-05, + 3.457770435488783e-05, + 3.45082808053121e-05, + 3.4439308365108445e-05, + 3.437060149735771e-05, + 3.4301971027161926e-05, + 3.423328962526284e-05, + 3.416462641325779e-05, + 3.4096061426680535e-05, + 3.4027700166916475e-05, + 3.395952080609277e-05, + 3.3891588827827945e-05, + 3.382379509275779e-05, + 3.3756165066733956e-05, + 3.368908437550999e-05, + 3.3622345654293895e-05, + 3.3555796107975766e-05, + 3.348976679262705e-05, + 3.342402123962529e-05, + 3.3358632208546624e-05, + 3.3293770684394985e-05, + 3.3228960091946647e-05, + 3.3164276828756556e-05, + 3.3099604479502887e-05, + 3.3035208616638556e-05, + 3.2970940083032474e-05, + 3.2906980777624995e-05, + 3.2843548979144543e-05, + 3.278072108514607e-05, + 3.271817695349455e-05, + 3.265598934376612e-05, + 3.2594143704045564e-05, + 3.253256363677792e-05, + 3.247127096983604e-05, + 3.241012746002525e-05, + 3.234933319617994e-05, + 3.228870264138095e-05, + 3.222825762350112e-05, + 3.216795812477358e-05, + 3.210805880371481e-05, + 3.204853055649437e-05, + 3.198952617822215e-05, + 3.1930627301335335e-05, + 3.187200491083786e-05, + 3.1813578971195966e-05, + 3.1755349482409656e-05, + 3.169736737618223e-05, + 3.1639654480386525e-05, + 3.1582287192577496e-05, + 3.152494173264131e-05, + 3.1467719963984564e-05, + 3.141082197544165e-05, + 3.135412771371193e-05, + 3.129761171294376e-05, + 3.124149588984437e-05, + 3.11856965709012e-05, + 3.113030834356323e-05, + 3.107536394963972e-05, + 3.102084156125784e-05, + 3.096660293522291e-05, + 3.091277176281437e-05, + 3.085918433498591e-05, + 3.080547321587801e-05, + 3.075194763368927e-05, + 3.069889498874545e-05, + 3.064632983296178e-05, + 3.0593739211326465e-05, + 3.054154149140231e-05, + 3.0489545679301955e-05, + 3.043781362066511e-05, + 3.0386039725271985e-05, + 3.033447137568146e-05, + 3.028344508493319e-05, + 3.0232537028496154e-05, + 3.0181809052010067e-05, + 3.013138302776497e-05, + 3.0081211662036367e-05, + 3.0031187634449452e-05, + 2.9981212719576433e-05, + 2.993118869198952e-05, + 2.988123924296815e-05, + 2.983138256240636e-05, + 2.97815913654631e-05, + 2.973189293697942e-05, + 2.9682405511266552e-05, + 2.9633078156621195e-05, + 2.958397635666188e-05, + 2.9534961868193932e-05, + 2.9486285711755045e-05, + 2.9437827834044583e-05, + 2.938978468591813e-05, + 2.9341990739339963e-05, + 2.9294236810528673e-05, + 2.9246719350339845e-05, + 2.9199078198871575e-05, + 2.915160257543903e-05, + 2.9104698114679195e-05, + 2.9058181098662317e-05, + 2.9011589504079893e-05, + 2.8965312594664283e-05, + 2.8919217584189028e-05, + 2.887340451707132e-05, + 2.8827622372773476e-05, + 2.878205486922525e-05, + 2.8736714739352465e-05, + 2.869173840736039e-05, + 2.864692396542523e-05, + 2.8602367819985375e-05, + 2.855813545465935e-05, + 2.851378303603269e-05, + 2.846960342139937e-05, + 2.84255529550137e-05, + 2.8381549782352522e-05, + 2.8337715775705874e-05, + 2.829432560247369e-05, + 2.8251122785150073e-05, + 2.8208221920067444e-05, + 2.8165541152702644e-05, + 2.8122634830651805e-05, + 2.80797976301983e-05, + 2.803725510602817e-05, + 2.799493813654408e-05, + 2.7952708478551358e-05, + 2.7910640710615553e-05, + 2.7868776669492945e-05, + 2.782701085379813e-05, + 2.7785477868746966e-05, + 2.7744037652155384e-05, + 2.7702946681529284e-05, + 2.7661964850267395e-05, + 2.7621177650871687e-05, + 2.7580716050579213e-05, + 2.7540379960555583e-05, + 2.7500187570694834e-05, + 2.746015161392279e-05, + 2.7420237529440783e-05, + 2.7380652682040818e-05, + 2.7341176974005066e-05, + 2.7301788577460684e-05, + 2.7262534786132164e-05, + 2.722336648730561e-05, + 2.7184278224012814e-05, + 2.7145209969603457e-05, + 2.710608532652259e-05, + 2.70671553153079e-05, + 2.702843448787462e-05, + 2.6989815523847938e-05, + 2.6951289328280836e-05, + 2.6912923203781247e-05, + 2.6874489776673727e-05, + 2.683620186871849e-05, + 2.6798021281138062e-05, + 2.675998621270992e-05, + 2.6721785616246052e-05, + 2.6683708711061627e-05, + 2.6645619072951376e-05, + 2.6607565814629197e-05, + 2.6569639885565266e-05, + 2.653161936905235e-05, + 2.6493638870306313e-05, + 2.645579843374435e-05, + 2.6418068955536e-05, + 2.63806196016958e-05, + 2.634338306961581e-05, + 2.6306448489776812e-05, + 2.6269666705047712e-05, + 2.6232948584947735e-05, + 2.619627775857225e-05, + 2.615978337416891e-05, + 2.6123409043066204e-05, + 2.6087232981808484e-05, + 2.6051202439703047e-05, + 2.6015219191322103e-05, + 2.5979352358262986e-05, + 2.594359830254689e-05, + 2.590808435343206e-05, + 2.5872772312141024e-05, + 2.583783134468831e-05, + 2.5803012249525636e-05, + 2.576842780399602e-05, + 2.573412530182395e-05, + 2.5700208425405435e-05, + 2.5666400688351132e-05, + 2.5632709366618656e-05, + 2.559909080446232e-05, + 2.5565526811988093e-05, + 2.5532010113238357e-05, + 2.549858072597999e-05, + 2.5465305952820927e-05, + 2.5432136681047268e-05, + 2.539917295507621e-05, + 2.5366389309056103e-05, + 2.5333552912343293e-05, + 2.5300836568931118e-05, + 2.5268280296586454e-05, + 2.523587863834109e-05, + 2.5203566110576503e-05, + 2.5171289962599985e-05, + 2.5139101126114838e-05, + 2.510683589207474e-05, + 2.5074663426494226e-05, + 2.5042570996447466e-05, + 2.5010544050019234e-05, + 2.4978662622743286e-05, + 2.494685941201169e-05, + 2.4915241738199256e-05, + 2.4883685910026543e-05, + 2.4852213755366392e-05, + 2.4820947146508843e-05, + 2.4789793314994313e-05, + 2.4758726794971153e-05, + 2.472775668138638e-05, + 2.4696759282960556e-05, + 2.4665778255439363e-05, + 2.4634968212922104e-05, + 2.4604214559076354e-05, + 2.457354639773257e-05, + 2.454281275277026e-05, + 2.4512173695256934e-05, + 2.4481574655510485e-05, + 2.4450981072732247e-05, + 2.442045479256194e-05, + 2.4390119506279007e-05, + 2.4359820599784143e-05, + 2.4329630832653493e-05, + 2.429946107440628e-05, + 2.4269169443869032e-05, + 2.4238952391897328e-05, + 2.4208737158915028e-05, + 2.417862560832873e-05, + 2.4148515876731835e-05, + 2.4118417059071362e-05, + 2.4088392819976434e-05, + 2.405842678854242e-05, + 2.4028557163546793e-05, + 2.3998780307010747e-05, + 2.3969121684785932e-05, + 2.3939584934851155e-05, + 2.3910144591354765e-05, + 2.3880760636529885e-05, + 2.385144034633413e-05, + 2.382220009167213e-05, + 2.3793079890310764e-05, + 2.376410884608049e-05, + 2.3735101422062144e-05, + 2.370618312852457e-05, + 2.367740307818167e-05, + 2.364865576964803e-05, + 2.3620017600478604e-05, + 2.3591461285832338e-05, + 2.356304321438074e-05, + 2.3534706997452304e-05, + 2.350640897930134e-05, + 2.3478360162698664e-05, + 2.3450393200619146e-05, + 2.342250445508398e-05, + 2.3394733943860047e-05, + 2.3367038011201657e-05, + 2.3339487597695552e-05, + 2.3312019038712606e-05, + 2.328463779122103e-05, + 2.3257343855220824e-05, + 2.323013723071199e-05, + 2.320299972780049e-05, + 2.317585312994197e-05, + 2.314879202458542e-05, + 2.3121987396734767e-05, + 2.3095255528460257e-05, + 2.306853093614336e-05, + 2.3041897293296643e-05, + 2.301524182257708e-05, + 2.2988659111433662e-05, + 2.29621055041207e-05, + 2.2935633751330897e-05, + 2.2909245672053657e-05, + 2.2882933990331367e-05, + 2.2856718715047464e-05, + 2.283058529428672e-05, + 2.2804559193900786e-05, + 2.2778602215112187e-05, + 2.275268707307987e-05, + 2.2726757379132323e-05, + 2.27009422815172e-05, + 2.2675270884064957e-05, + 2.2649675884167664e-05, + 2.2624320990871638e-05, + 2.259906796098221e-05, + 2.2573887690668926e-05, + 2.2548607375938445e-05, + 2.2523454390466213e-05, + 2.2498416001326405e-05, + 2.2473448552773334e-05, + 2.244861752842553e-05, + 2.2423870177590288e-05, + 2.2399188310373574e-05, + 2.2374579202733003e-05, + 2.2350030121742748e-05, + 2.2325533791445196e-05, + 2.230108111689333e-05, + 2.227662298537325e-05, + 2.2252288545132615e-05, + 2.2228003217605874e-05, + 2.2203723347047344e-05, + 2.217952351202257e-05, + 2.2155390979605727e-05, + 2.213124025729485e-05, + 2.2107175027485937e-05, + 2.2083017029217444e-05, + 2.205894998041913e-05, + 2.2034959329175763e-05, + 2.2011043256497942e-05, + 2.1987149011692964e-05, + 2.1963307517580688e-05, + 2.1939498765277676e-05, + 2.191565181419719e-05, + 2.1891912183491513e-05, + 2.186823076044675e-05, + 2.184462391596753e-05, + 2.182107709813863e-05, + 2.1797563022118993e-05, + 2.177411806769669e-05, + 2.1750671294284984e-05, + 2.172720996895805e-05, + 2.170389961975161e-05, + 2.168067112506833e-05, + 2.1657517208950594e-05, + 2.1634366930811666e-05, + 2.1611280317301862e-05, + 2.15882664633682e-05, + 2.1565270799328573e-05, + 2.154233879991807e-05, + 2.1519525034818798e-05, + 2.149675856344402e-05, + 2.147413215425331e-05, + 2.1451613065437414e-05, + 2.142916855518706e-05, + 2.1406869564088993e-05, + 2.138458876288496e-05, + 2.1362364350352436e-05, + 2.1340207240427844e-05, + 2.131811015715357e-05, + 2.1296091290423647e-05, + 2.1274207028909586e-05, + 2.125238097505644e-05, + 2.1230571292107925e-05, + 2.120879253197927e-05, + 2.1187168385949917e-05, + 2.1165586076676846e-05, + 2.1144067432032898e-05, + 2.1122637917869724e-05, + 2.1101252059452236e-05, + 2.1080053556943312e-05, + 2.1058889615233056e-05, + 2.103772021655459e-05, + 2.1016705431975424e-05, + 2.099570701830089e-05, + 2.097477226925548e-05, + 2.0953893908881582e-05, + 2.0933073756168596e-05, + 2.0912297259201296e-05, + 2.08916771953227e-05, + 2.087107532133814e-05, + 2.0850528017035685e-05, + 2.0830017092521302e-05, + 2.080948070215527e-05, + 2.0788998881471343e-05, + 2.0768562535522506e-05, + 2.0748166207340546e-05, + 2.0727666196762584e-05, + 2.0707209841930307e-05, + 2.0686802599811926e-05, + 2.066637716779951e-05, + 2.0646053599193692e-05, + 2.0625739125534892e-05, + 2.0605415556929074e-05, + 2.058509926428087e-05, + 2.0564781152643263e-05, + 2.0544512153719552e-05, + 2.0524252249742858e-05, + 2.050402144959662e-05, + 2.0483743355725892e-05, + 2.0463558030314744e-05, + 2.0443450921447948e-05, + 2.042338383034803e-05, + 2.0403364032972604e-05, + 2.0383435185067356e-05, + 2.0363540897960775e-05, + 2.034374301729258e-05, + 2.0323988792370073e-05, + 2.030428368016146e-05, + 2.0284653146518394e-05, + 2.0265071725589223e-05, + 2.0245537598384544e-05, + 2.022604712692555e-05, + 2.0206536646583118e-05, + 2.018712621065788e-05, + 2.016773578361608e-05, + 2.0148389012319967e-05, + 2.0129087715758942e-05, + 2.0109784600208513e-05, + 2.009052514040377e-05, + 2.0071251128683798e-05, + 2.00520153157413e-05, + 2.0032779502798803e-05, + 2.001348366320599e-05, + 1.9994200556539e-05, + 1.9974961105617695e-05, + 1.9955725292675197e-05, + 1.9936574972234666e-05, + 1.991747376450803e-05, + 1.9898376194760203e-05, + 1.9879411411238834e-05, + 1.9860497559420764e-05, + 1.9841649191221222e-05, + 1.9822840840788558e-05, + 1.980407614610158e-05, + 1.978535692614969e-05, + 1.9766779587371275e-05, + 1.9748224076465704e-05, + 1.972977042896673e-05, + 1.9711360437213443e-05, + 1.9692995920195244e-05, + 1.967466960195452e-05, + 1.9656379663501866e-05, + 1.96381351997843e-05, + 1.9619947124738246e-05, + 1.960180998139549e-05, + 1.9583689208957367e-05, + 1.9565610273275524e-05, + 1.9547589545254596e-05, + 1.952962156792637e-05, + 1.9511642676661722e-05, + 1.9493689251248725e-05, + 1.9475699446047656e-05, + 1.9457740563666448e-05, + 1.9439821699052118e-05, + 1.9421902834437788e-05, + 1.9404029444558546e-05, + 1.938619971042499e-05, + 1.9368413632037118e-05, + 1.9350614820723422e-05, + 1.9332779629621655e-05, + 1.9314984456286766e-05, + 1.929723293869756e-05, + 1.9279537809779868e-05, + 1.926188269862905e-05, + 1.9244263967266306e-05, + 1.9226665244787e-05, + 1.920911563502159e-05, + 1.9191604224033654e-05, + 1.917412555485498e-05, + 1.9156736016157083e-05, + 1.913936466735322e-05, + 1.9122031517326832e-05, + 1.9104771126876585e-05, + 1.9087536202277988e-05, + 1.9070343114435673e-05, + 1.905323370010592e-05, + 1.9036157027585432e-05, + 1.9019118553842418e-05, + 1.9002151020686142e-05, + 1.8985214410349727e-05, + 1.8968310541822575e-05, + 1.8951406673295423e-05, + 1.8934582840302028e-05, + 1.8917791749117896e-05, + 1.8901017028838396e-05, + 1.888427505036816e-05, + 1.8867569451685995e-05, + 1.885093115561176e-05, + 1.8834329239325598e-05, + 1.8817763702827506e-05, + 1.8801261830958538e-05, + 1.8784761778078973e-05, + 1.8768332665786147e-05, + 1.8752007235889323e-05, + 1.8735679987003095e-05, + 1.871938547992613e-05, + 1.8703129171626642e-05, + 1.868686558736954e-05, + 1.8670631106942892e-05, + 1.8654431187314913e-05, + 1.863826037151739e-05, + 1.8622087736730464e-05, + 1.86059478437528e-05, + 1.8589838873595e-05, + 1.8573760826257057e-05, + 1.855766458902508e-05, + 1.8541637473390438e-05, + 1.8525639461586252e-05, + 1.8509681467548944e-05, + 1.8493723473511636e-05, + 1.8477814592188224e-05, + 1.8462040316080675e-05, + 1.8446302419761196e-05, + 1.8430569980409928e-05, + 1.8414864825899713e-05, + 1.839914511947427e-05, + 1.8383405404165387e-05, + 1.8367696611676365e-05, + 1.835205875977408e-05, + 1.8336446373723447e-05, + 1.8320866729482077e-05, + 1.830532892199699e-05, + 1.828982203733176e-05, + 1.827435517043341e-05, + 1.8258921045344323e-05, + 1.8243516024085693e-05, + 1.8228156477562152e-05, + 1.821285877667833e-05, + 1.8197615645476617e-05, + 1.818245800677687e-05, + 1.816734584281221e-05, + 1.8152271877625026e-05, + 1.813723247323651e-05, + 1.8122154870070517e-05, + 1.810708999983035e-05, + 1.8092050595441833e-05, + 1.807703301892616e-05, + 1.8062051822198555e-05, + 1.80470960913226e-05, + 1.8032216758001596e-05, + 1.8017319234786555e-05, + 1.8002458091359586e-05, + 1.7987626051763073e-05, + 1.797281038307119e-05, + 1.7958027456188574e-05, + 1.794327727111522e-05, + 1.7928541637957096e-05, + 1.791384056559764e-05, + 1.7899168597068638e-05, + 1.788451845641248e-05, + 1.7869853763841093e-05, + 1.785519089025911e-05, + 1.784049891284667e-05, + 1.7825834220275283e-05, + 1.7811167708714493e-05, + 1.779653575795237e-05, + 1.7781916540116072e-05, + 1.7767355529940687e-05, + 1.7752827261574566e-05, + 1.77383262780495e-05, + 1.772385076037608e-05, + 1.7709395251586102e-05, + 1.769491791492328e-05, + 1.7680486052995548e-05, + 1.766608329489827e-05, + 1.7651716916589066e-05, + 1.763739055604674e-05, + 1.7623091480345465e-05, + 1.7608814232517034e-05, + 1.7594580640434287e-05, + 1.7580376152181998e-05, + 1.7566215319675393e-05, + 1.7552109056850895e-05, + 1.7538008250994608e-05, + 1.752393836795818e-05, + 1.7509899407741614e-05, + 1.749589864630252e-05, + 1.7481921531725675e-05, + 1.746801171975676e-05, + 1.7454127373639494e-05, + 1.744026485539507e-05, + 1.7426431440981105e-05, + 1.7412663510185666e-05, + 1.739892832119949e-05, + 1.7385218598064966e-05, + 1.7371521607856266e-05, + 1.7357844626531005e-05, + 1.734419129206799e-05, + 1.7330559785477817e-05, + 1.7316999219474383e-05, + 1.730346048134379e-05, + 1.7289930838160217e-05, + 1.727642484183889e-05, + 1.7262922483496368e-05, + 1.724942740111146e-05, + 1.723596142255701e-05, + 1.7222513633896597e-05, + 1.720908585411962e-05, + 1.719569627312012e-05, + 1.718232851999346e-05, + 1.716902079351712e-05, + 1.715568214422092e-05, + 1.714239624561742e-05, + 1.7129126717918552e-05, + 1.711585900920909e-05, + 1.710260949039366e-05, + 1.7089385437429883e-05, + 1.7076186850317754e-05, + 1.7063015548046678e-05, + 1.7049871530616656e-05, + 1.7036754798027687e-05 + ], + [ + 0.0078125, + 0.0026597471442073584, + 0.002368967281654477, + 0.0019964834209531546, + 0.0017466987483203411, + 0.0015586134977638721, + 0.0014037223299965262, + 0.0012730556773021817, + 0.0011587559711188078, + 0.0010628539603203535, + 0.000979699078015983, + 0.0009090556995943189, + 0.0008474296773783863, + 0.0007922652293927968, + 0.0007448607939295471, + 0.0007036611204966903, + 0.0006645131506957114, + 0.0006314608617685735, + 0.0006012183730490506, + 0.0005728246760554612, + 0.0005472872871905565, + 0.0005239548627287149, + 0.0005028708255849779, + 0.0004840848851017654, + 0.000466661382233724, + 0.0004507737176027149, + 0.00043566388194449246, + 0.0004218785325065255, + 0.0004089753783773631, + 0.0003967342490796, + 0.0003854489477816969, + 0.00037478251033462584, + 0.00036472248029895127, + 0.000355563941411674, + 0.00034698916715569794, + 0.0003389991179574281, + 0.00033144044573418796, + 0.00032419312628917396, + 0.0003171067510265857, + 0.0003104136558249593, + 0.0003040372394025326, + 0.00029793402063660324, + 0.00029211805667728186, + 0.00028651696629822254, + 0.0002810856094583869, + 0.0002758932823780924, + 0.00027095049154013395, + 0.00026620784774422646, + 0.00026171046192757785, + 0.00025737399118952453, + 0.00025320073473267257, + 0.00024921787553466856, + 0.0002453688357491046, + 0.00024159628082998097, + 0.00023796527239028364, + 0.00023450609296560287, + 0.00023109324683900923, + 0.00022778313723392785, + 0.00022460707987193018, + 0.00022152357269078493, + 0.0002185482589993626, + 0.00021567684598267078, + 0.00021286981063894928, + 0.00021013843070250005, + 0.00020749893155880272, + 0.00020493383635766804, + 0.0002024141140282154, + 0.00019992342276964337, + 0.00019750249339267612, + 0.0001951149315573275, + 0.00019278033869341016, + 0.000190498583833687, + 0.00018829711189027876, + 0.00018615236331243068, + 0.0001840273616835475, + 0.0001819554454414174, + 0.00017994821246247739, + 0.00017797604959923774, + 0.00017605142784304917, + 0.0001741833839332685, + 0.0001723596651572734, + 0.00017058942466974258, + 0.00016886164667084813, + 0.0001671642967266962, + 0.0001655109808780253, + 0.00016390392556786537, + 0.0001623419375391677, + 0.0001608317397767678, + 0.00015935199917294085, + 0.00015791853365954012, + 0.00015651946887373924, + 0.0001551396126160398, + 0.00015379000979010016, + 0.00015247611736413091, + 0.0001511862501502037, + 0.00014992212527431548, + 0.0001486904948251322, + 0.0001474821474403143, + 0.0001462864165659994, + 0.00014511117478832603, + 0.00014395143080037087, + 0.00014281559560913593, + 0.00014170525537338108, + 0.0001406129595125094, + 0.00013954027963336557, + 0.0001384866191074252, + 0.0001374412968289107, + 0.0001364085910608992, + 0.0001353927218588069, + 0.00013439111353363842, + 0.00013340360601432621, + 0.00013243124703876674, + 0.0001314774272032082, + 0.0001305412733927369, + 0.00012961888569407165, + 0.0001287135382881388, + 0.0001278265699511394, + 0.00012694513134192675, + 0.00012608087854459882, + 0.00012522943143267184, + 0.00012439448619261384, + 0.00012357030936982483, + 0.00012275570770725608, + 0.00012194908777019009, + 0.00012115841673221439, + 0.00012037761189276353, + 0.00011960350821027532, + 0.00011884261766681448, + 0.00011810003343271092, + 0.00011736472515622154, + 0.00011663681652862579, + 0.00011591958900680766, + 0.00011520906264195219, + 0.00011450476449681446, + 0.00011380967771401629, + 0.00011312497372273356, + 0.0001124499540310353, + 0.0001117748543038033, + 0.00011110788182122633, + 0.00011044962593587115, + 0.00010979860235238448, + 0.00010915579332504421, + 0.00010852762352442369, + 0.00010790657688630745, + 0.0001072902960004285, + 0.00010667695460142568, + 0.00010607094009174034, + 0.00010547225247137249, + 0.00010487977124284953, + 0.00010429019312141463, + 0.0001037051624734886, + 0.00010312982340110466, + 0.00010256345558445901, + 0.00010200571705354378, + 0.0001014534936985001, + 0.00010091027070302516, + 0.00010037200263468549, + 9.984165808418766e-05, + 9.932132525136694e-05, + 9.880916331894696e-05, + 9.830539784161374e-05, + 9.780776599654928e-05, + 9.731856698635966e-05, + 9.683184907771647e-05, + 9.634552407078445e-05, + 9.586595115251839e-05, + 9.539103484712541e-05, + 9.492350363871083e-05, + 9.44615458138287e-05, + 9.400419367011636e-05, + 9.355184010928497e-05, + 9.310441964771599e-05, + 9.266028791898862e-05, + 9.221824439009652e-05, + 9.178261825582013e-05, + 9.135314030572772e-05, + 9.09295558813028e-05, + 9.05109554878436e-05, + 9.00977902347222e-05, + 8.969090413302183e-05, + 8.928759052651003e-05, + 8.888896263670176e-05, + 8.849558071233332e-05, + 8.810900908429176e-05, + 8.772877481533214e-05, + 8.735275332583115e-05, + 8.698109741089866e-05, + 8.661376341478899e-05, + 8.624972542747855e-05, + 8.588992932345718e-05, + 8.553631778340787e-05, + 8.51859658723697e-05, + 8.484121644869447e-05, + 8.450165478279814e-05, + 8.416519267484546e-05, + 8.383159729419276e-05, + 8.349995914613828e-05, + 8.317230822285637e-05, + 8.284795330837369e-05, + 8.25265669845976e-05, + 8.220642484957352e-05, + 8.189086656784639e-05, + 8.157788397511467e-05, + 8.126632747007534e-05, + 8.095554221654311e-05, + 8.064686699071899e-05, + 8.033819904085249e-05, + 8.003306720638648e-05, + 7.973362517077476e-05, + 7.943810487631708e-05, + 7.914450543466955e-05, + 7.885208469815552e-05, + 7.856258889660239e-05, + 7.827450463082641e-05, + 7.798724982421845e-05, + 7.770332740619779e-05, + 7.742196612525731e-05, + 7.714284583926201e-05, + 7.686683238716796e-05, + 7.659290713490918e-05, + 7.632052438566461e-05, + 7.605076825711876e-05, + 7.578187069157138e-05, + 7.5515839853324e-05, + 7.52535488572903e-05, + 7.499587081838399e-05, + 7.474036829080433e-05, + 7.448723772540689e-05, + 7.423519855365157e-05, + 7.398321031359956e-05, + 7.373300468316302e-05, + 7.348551298491657e-05, + 7.324281614273787e-05, + 7.300150173250586e-05, + 7.276274845935404e-05, + 7.252579962369055e-05, + 7.228997856145725e-05, + 7.205624569905922e-05, + 7.182398985605687e-05, + 7.159238157328218e-05, + 7.136243220884353e-05, + 7.113481115084141e-05, + 7.090917642926797e-05, + 7.068523700581864e-05, + 7.046225800877437e-05, + 7.024023943813518e-05, + 7.001923222560436e-05, + 6.979879981372505e-05, + 6.958043377380818e-05, + 6.936399586265907e-05, + 6.91499953973107e-05, + 6.893721001688391e-05, + 6.872478843433782e-05, + 6.851262878626585e-05, + 6.830118218204007e-05, + 6.809102342231199e-05, + 6.788211612729356e-05, + 6.76746349199675e-05, + 6.746834696969017e-05, + 6.726492574671283e-05, + 6.706318526994437e-05, + 6.686358392471448e-05, + 6.666534318355843e-05, + 6.646724068559706e-05, + 6.627125549130142e-05, + 6.6077642259188e-05, + 6.58851204207167e-05, + 6.56926931696944e-05, + 6.550156831508502e-05, + 6.53119059279561e-05, + 6.512301479233429e-05, + 6.493491673609242e-05, + 6.474672409240156e-05, + 6.455957191064954e-05, + 6.437375850509852e-05, + 6.41892256680876e-05, + 6.400605343515053e-05, + 6.382399442372844e-05, + 6.36434051557444e-05, + 6.346407462842762e-05, + 6.32860028417781e-05, + 6.310849130386487e-05, + 6.293129263212904e-05, + 6.275495979934931e-05, + 6.257948552956805e-05, + 6.240518996492028e-05, + 6.22304723947309e-05, + 6.205652607604861e-05, + 6.188378756633028e-05, + 6.171330460347235e-05, + 6.1543527408503e-05, + 6.137512536952272e-05, + 6.120838952483609e-05, + 6.10426941420883e-05, + 6.0878537624375895e-05, + 6.0715519794030115e-05, + 6.055447011021897e-05, + 6.039426807546988e-05, + 6.02348409302067e-05, + 6.0077036323491484e-05, + 5.9920585044892505e-05, + 5.97653015574906e-05, + 5.96115060034208e-05, + 5.945921293459833e-05, + 5.930763654760085e-05, + 5.915669316891581e-05, + 5.900709584238939e-05, + 5.885899736313149e-05, + 5.871151006431319e-05, + 5.8565434301272035e-05, + 5.841924939886667e-05, + 5.8273886679671705e-05, + 5.8130182878812775e-05, + 5.798685742774978e-05, + 5.7844328694045544e-05, + 5.7703502534423023e-05, + 5.756412065238692e-05, + 5.742448411183432e-05, + 5.728524411097169e-05, + 5.7146648032357916e-05, + 5.70079282624647e-05, + 5.687000520993024e-05, + 5.673218402080238e-05, + 5.659511225530878e-05, + 5.6458553444826975e-05, + 5.6322594900848344e-05, + 5.618814975605346e-05, + 5.6053901062114164e-05, + 5.5920441809576005e-05, + 5.5788295867387205e-05, + 5.565646642935462e-05, + 5.552561560762115e-05, + 5.5395565141225234e-05, + 5.5265318223973736e-05, + 5.513575888471678e-05, + 5.5007119954098016e-05, + 5.4878753871889785e-05, + 5.475073339766823e-05, + 5.4623182222712785e-05, + 5.4496664233738557e-05, + 5.437112849904224e-05, + 5.424680421128869e-05, + 5.4123924201121554e-05, + 5.400205191108398e-05, + 5.3881496569374576e-05, + 5.37613159394823e-05, + 5.36423031007871e-05, + 5.352318112272769e-05, + 5.34046848770231e-05, + 5.3286868933355436e-05, + 5.3169445891398937e-05, + 5.305269223754294e-05, + 5.293727735988796e-05, + 5.2822386351181194e-05, + 5.2708379371324554e-05, + 5.2595045417547226e-05, + 5.2482482715277e-05, + 5.237117875367403e-05, + 5.226054054219276e-05, + 5.2150688134133816e-05, + 5.2040984883205965e-05, + 5.1931969210272655e-05, + 5.182374661671929e-05, + 5.171512020751834e-05, + 5.1606595661723986e-05, + 5.149814023752697e-05, + 5.139031054568477e-05, + 5.128265911480412e-05, + 5.117548062116839e-05, + 5.10691934323404e-05, + 5.0963397370651364e-05, + 5.085883094579913e-05, + 5.075429362477735e-05, + 5.064981451141648e-05, + 5.054567736806348e-05, + 5.0441707571735606e-05, + 5.033868001191877e-05, + 5.023597623221576e-05, + 5.0133334298152477e-05, + 5.003123442293145e-05, + 4.9929327360587195e-05, + 4.9828806368168443e-05, + 4.972865281160921e-05, + 4.962915772921406e-05, + 4.9529862735653296e-05, + 4.9431368097430095e-05, + 4.9333484639646485e-05, + 4.9236801714869216e-05, + 4.914022429147735e-05, + 4.904439992969856e-05, + 4.8948597395792603e-05, + 4.885353337158449e-05, + 4.875841841567308e-05, + 4.866378731094301e-05, + 4.856953091803007e-05, + 4.84759257233236e-05, + 4.8382738896179944e-05, + 4.828981764148921e-05, + 4.8197169235209e-05, + 4.810473183169961e-05, + 4.801248724106699e-05, + 4.792053732671775e-05, + 4.78285328426864e-05, + 4.773675027536228e-05, + 4.7645258746342734e-05, + 4.7553941840305924e-05, + 4.746303238789551e-05, + 4.737215203931555e-05, + 4.72812243970111e-05, + 4.7190616896841675e-05, + 4.7100715164560825e-05, + 4.7011049900902435e-05, + 4.692256698035635e-05, + 4.6834571548970416e-05, + 4.674734009313397e-05, + 4.6660585212521255e-05, + 4.657444515032694e-05, + 4.64896293124184e-05, + 4.640528277377598e-05, + 4.632184936781414e-05, + 4.623947461368516e-05, + 4.615812576957978e-05, + 4.607792288879864e-05, + 4.5997534471098334e-05, + 4.591950710164383e-05, + 4.584141061059199e-05, + 4.5763652451569214e-05, + 4.568498479784466e-05, + 4.560696834232658e-05, + 4.552771497401409e-05, + 4.544755574897863e-05, + 4.5367127313511446e-05, + 4.528638601186685e-05, + 4.5204222260508686e-05, + 4.512047235039063e-05, + 4.503609670791775e-05, + 4.4950404117116705e-05, + 4.4863347284263e-05, + 4.477518450585194e-05, + 4.468461702344939e-05, + 4.4593158236239105e-05, + 4.45019468315877e-05, + 4.440670818439685e-05, + 4.431033448781818e-05, + 4.421340781846084e-05, + 4.411632107803598e-05, + 4.4018193875672296e-05, + 4.392030677990988e-05, + 4.382231054478325e-05, + 4.3722546251956373e-05, + 4.362129038781859e-05, + 4.352060204837471e-05, + 4.341949170338921e-05, + 4.331782110966742e-05, + 4.3216292397119105e-05, + 4.3114905565744266e-05, + 4.301384979044087e-05, + 4.291267759981565e-05, + 4.281069413991645e-05, + 4.2708637920441106e-05, + 4.2605402995832264e-05, + 4.2502615542616695e-05, + 4.239906047587283e-05, + 4.229520709486678e-05, + 4.2190178646706045e-05, + 4.2085703171323985e-05, + 4.198110764264129e-05, + 4.18753334088251e-05, + 4.176961010671221e-05, + 4.1664501623017713e-05, + 4.155961869400926e-05, + 4.1454110032645985e-05, + 4.134791743126698e-05, + 4.124143742956221e-05, + 4.113446266273968e-05, + 4.102708044229075e-05, + 4.092020753887482e-05, + 4.081274164491333e-05, + 4.0705253923079e-05, + 4.059792627231218e-05, + 4.0490893297828734e-05, + 4.038439510622993e-05, + 4.027773320558481e-05, + 4.017180981463753e-05, + 4.006618109997362e-05, + 3.996051236754283e-05, + 3.98549236706458e-05, + 3.9750371797708794e-05, + 3.964625648222864e-05, + 3.954219937440939e-05, + 3.943834963138215e-05, + 3.933413972845301e-05, + 3.923024996765889e-05, + 3.912667671102099e-05, + 3.902390744769946e-05, + 3.892161839758046e-05, + 3.8819376641185954e-05, + 3.8717604184057564e-05, + 3.861619916278869e-05, + 3.8515256164828315e-05, + 3.841436773655005e-05, + 3.8314363337121904e-05, + 3.821461723418906e-05, + 3.811548594967462e-05, + 3.801679122261703e-05, + 3.791859853663482e-05, + 3.782073690672405e-05, + 3.7723373679909855e-05, + 3.762629421544261e-05, + 3.752957491087727e-05, + 3.743315755855292e-05, + 3.733741323230788e-05, + 3.72424183296971e-05, + 3.714779086294584e-05, + 3.7053818232379854e-05, + 3.6960187571821734e-05, + 3.6867157177766785e-05, + 3.677459608297795e-05, + 3.668258068501018e-05, + 3.6590783565770835e-05, + 3.6499517591437325e-05, + 3.640884460764937e-05, + 3.6318335332907736e-05, + 3.622860094765201e-05, + 3.613916123867966e-05, + 3.605003803386353e-05, + 3.596101305447519e-05, + 3.587229730328545e-05, + 3.578403266146779e-05, + 3.569602995412424e-05, + 3.56085438397713e-05, + 3.5521312383934855e-05, + 3.543457205523737e-05, + 3.5348290111869574e-05, + 3.526225918903947e-05, + 3.517648292472586e-05, + 3.509088128339499e-05, + 3.500545790302567e-05, + 3.492051109788008e-05, + 3.483569162199274e-05, + 3.4751308703562245e-05, + 3.4667198633542284e-05, + 3.4583550586830825e-05, + 3.450001895544119e-05, + 3.441719672991894e-05, + 3.433465099078603e-05, + 3.425288377911784e-05, + 3.4171353036072105e-05, + 3.409046621527523e-05, + 3.401007052161731e-05, + 3.392999860807322e-05, + 3.3850483305286616e-05, + 3.377129542059265e-05, + 3.369259138708003e-05, + 3.36140365106985e-05, + 3.3535856346134096e-05, + 3.345840741530992e-05, + 3.338130045449361e-05, + 3.330474646645598e-05, + 3.322863994981162e-05, + 3.3153082767967135e-05, + 3.3078016713261604e-05, + 3.3003412681864575e-05, + 3.2929357985267416e-05, + 3.2855892641237006e-05, + 3.278275835327804e-05, + 3.2709900551708415e-05, + 3.2637450203765184e-05, + 3.256521813455038e-05, + 3.249344081268646e-05, + 3.242214734200388e-05, + 3.2351454137824476e-05, + 3.2280979212373495e-05, + 3.2210853532887995e-05, + 3.2141091651283205e-05, + 3.207178087905049e-05, + 3.200281207682565e-05, + 3.19342507282272e-05, + 3.186608955729753e-05, + 3.179787381668575e-05, + 3.172996730427258e-05, + 3.166230453643948e-05, + 3.15950128424447e-05, + 3.1528048566542566e-05, + 3.146139351883903e-05, + 3.139500768156722e-05, + 3.1329193006968126e-05, + 3.12636184389703e-05, + 3.1198349461192265e-05, + 3.113340062554926e-05, + 3.106902659055777e-05, + 3.100499452557415e-05, + 3.094113708357327e-05, + 3.0877545214025304e-05, + 3.081421891693026e-05, + 3.07513473671861e-05, + 3.068883961532265e-05, + 3.062663017772138e-05, + 3.056471541640349e-05, + 3.0503102607326582e-05, + 3.0441795388469473e-05, + 3.0380946554942057e-05, + 3.0320406949613243e-05, + 3.0260340281529352e-05, + 3.0200701075955294e-05, + 3.0141334718791768e-05, + 3.008224484801758e-05, + 3.0023571525816806e-05, + 2.996500552399084e-05, + 2.990674511238467e-05, + 2.9848872145521455e-05, + 2.9791217457386665e-05, + 2.973373921122402e-05, + 2.9676431950065307e-05, + 2.9619341148645617e-05, + 2.9562648705905303e-05, + 2.950623820652254e-05, + 2.9450044166878797e-05, + 2.9394128432613797e-05, + 2.9338436434045434e-05, + 2.9282955438247882e-05, + 2.9227840059320442e-05, + 2.9173197617637925e-05, + 2.9118769816705026e-05, + 2.9064591217320412e-05, + 2.9010627258685417e-05, + 2.8956685127923265e-05, + 2.8903015845571645e-05, + 2.884956484194845e-05, + 2.8796428523492068e-05, + 2.874353049264755e-05, + 2.8690790713881142e-05, + 2.8638152798521332e-05, + 2.8585773179656826e-05, + 2.8533539079944603e-05, + 2.8481517801992595e-05, + 2.8429796657292172e-05, + 2.8378197384881787e-05, + 2.8326878236839548e-05, + 2.827568278007675e-05, + 2.8224703783052973e-05, + 2.8174046747153625e-05, + 2.8123920856160112e-05, + 2.807393502735067e-05, + 2.8023978302371688e-05, + 2.7974196200375445e-05, + 2.7924672394874506e-05, + 2.7875534215127118e-05, + 2.782670890155714e-05, + 2.7778065486927517e-05, + 2.7729765861295164e-05, + 2.768162448774092e-05, + 2.7633559511741623e-05, + 2.7585887437453493e-05, + 2.753852641035337e-05, + 2.7491476430441253e-05, + 2.7444657462183386e-05, + 2.739802403084468e-05, + 2.7351581593393348e-05, + 2.7305302864988334e-05, + 2.725933154579252e-05, + 2.721362943702843e-05, + 2.7168129236088134e-05, + 2.7122861865791492e-05, + 2.7077478080173023e-05, + 2.7032294383388944e-05, + 2.698737444006838e-05, + 2.6942583644995466e-05, + 2.6898180294665508e-05, + 2.6853964300244115e-05, + 2.680977740965318e-05, + 2.6765857910504565e-05, + 2.6722111215349287e-05, + 2.6678506401367486e-05, + 2.663513987499755e-05, + 2.6591796995489858e-05, + 2.6548786991043016e-05, + 2.6505773348617367e-05, + 2.646289976837579e-05, + 2.6420168069307692e-05, + 2.637760371726472e-05, + 2.6335233997087926e-05, + 2.6293035261915065e-05, + 2.62509365711594e-05, + 2.6208959752693772e-05, + 2.6167044779867865e-05, + 2.61253044300247e-05, + 2.6083738703164272e-05, + 2.6042260287795216e-05, + 2.6000929210567847e-05, + 2.5959781851270236e-05, + 2.591861084511038e-05, + 2.5877521693473682e-05, + 2.5836528948275372e-05, + 2.579564170446247e-05, + 2.575484904809855e-05, + 2.5714134608278982e-05, + 2.567355659266468e-05, + 2.563314774306491e-05, + 2.559280073910486e-05, + 2.555269566073548e-05, + 2.5512756110401824e-05, + 2.547295662225224e-05, + 2.543329719628673e-05, + 2.539375600463245e-05, + 2.535446037654765e-05, + 2.5315410312032327e-05, + 2.5276605811086483e-05, + 2.523798139009159e-05, + 2.519950248824898e-05, + 2.5161230951198377e-05, + 2.5123104933300056e-05, + 2.5085088054765947e-05, + 2.5047269446076825e-05, + 2.500962364138104e-05, + 2.4972101527964696e-05, + 2.4934846805990674e-05, + 2.4897753974073566e-05, + 2.4860781195457093e-05, + 2.48239521170035e-05, + 2.478738679201342e-05, + 2.4750985176069662e-05, + 2.4714641767786816e-05, + 2.4678500267327763e-05, + 2.4642526113893837e-05, + 2.4606661099824123e-05, + 2.457093978591729e-05, + 2.4535298507544212e-05, + 2.449976273055654e-05, + 2.4464308808092028e-05, + 2.442888762743678e-05, + 2.439356285321992e-05, + 2.435841815895401e-05, + 2.4323393517988734e-05, + 2.428849802527111e-05, + 2.425367529212963e-05, + 2.4218950784415938e-05, + 2.418436088191811e-05, + 2.414987284282688e-05, + 2.4115326596074738e-05, + 2.4080913135549054e-05, + 2.4046634280239232e-05, + 2.4012490030145273e-05, + 2.397834396106191e-05, + 2.3944319764268585e-05, + 2.3910415620775893e-05, + 2.3876600607763976e-05, + 2.3842898372095078e-05, + 2.3809321646695025e-05, + 2.3775904992362484e-05, + 2.3742555640637875e-05, + 2.3709324523224495e-05, + 2.367619345022831e-05, + 2.364321335335262e-05, + 2.3610344214830548e-05, + 2.3577558749821037e-05, + 2.3544849682366475e-05, + 2.3512242478318512e-05, + 2.3479757146560587e-05, + 2.3447420971933752e-05, + 2.341528670513071e-05, + 2.3383405277854763e-05, + 2.335163480893243e-05, + 2.3319980755331926e-05, + 2.3288494048756547e-05, + 2.3257071006810293e-05, + 2.322576256119646e-05, + 2.319467421330046e-05, + 2.3163729565567337e-05, + 2.3132888600230217e-05, + 2.3102153136278503e-05, + 2.3071468604030088e-05, + 2.3040858650347218e-05, + 2.3010361474007368e-05, + 2.2979986169957556e-05, + 2.294975820404943e-05, + 2.2919641196494922e-05, + 2.288962423335761e-05, + 2.2859829186927527e-05, + 2.2830137822893448e-05, + 2.2800541046308354e-05, + 2.2771046133129857e-05, + 2.2741594875697047e-05, + 2.2712216377840377e-05, + 2.2682894268655218e-05, + 2.2653683117823675e-05, + 2.2624566554441117e-05, + 2.2595544578507543e-05, + 2.2566560801351443e-05, + 2.253764250781387e-05, + 2.2508775145979598e-05, + 2.2479980543721467e-05, + 2.2451265976997092e-05, + 2.242262416984886e-05, + 2.2394135157810524e-05, + 2.2365715267369524e-05, + 2.233739178336691e-05, + 2.2309119231067598e-05, + 2.2280928533291444e-05, + 2.225283424195368e-05, + 2.2224827262107283e-05, + 2.2196813006303273e-05, + 2.216889515693765e-05, + 2.2141068257042207e-05, + 2.2113354134489782e-05, + 2.208572914241813e-05, + 2.205818600486964e-05, + 2.2030748368706554e-05, + 2.2003399863024242e-05, + 2.197613321186509e-05, + 2.1948948415229097e-05, + 2.1921812731307e-05, + 2.1894764358876273e-05, + 2.1867808754905127e-05, + 2.184092954848893e-05, + 2.1814114006701857e-05, + 2.1787382138427347e-05, + 2.176072848669719e-05, + 2.1734214897151105e-05, + 2.170776679122355e-05, + 2.168139508285094e-05, + 2.1655074306181632e-05, + 2.1628837203024887e-05, + 2.1602740162052214e-05, + 2.157671406166628e-05, + 2.155075708287768e-05, + 2.1524878320633434e-05, + 2.1499126887647435e-05, + 2.1473471861099824e-05, + 2.14478604902979e-05, + 2.1422292775241658e-05, + 2.1396794181782752e-05, + 2.1371368347899988e-05, + 2.134602254955098e-05, + 2.132075314875692e-05, + 2.1295552869560197e-05, + 2.1270405341056176e-05, + 2.1245341486064717e-05, + 2.122036494256463e-05, + 2.1195482986513525e-05, + 2.117060103046242e-05, + 2.114580820489209e-05, + 2.1121095414855517e-05, + 2.109643173753284e-05, + 2.1071831724839285e-05, + 2.1047306290711276e-05, + 2.1022784494562075e-05, + 2.0998371837777086e-05, + 2.0974041035515256e-05, + 2.0949826648575254e-05, + 2.0925577700836584e-05, + 2.0901401512674056e-05, + 2.0877347196801566e-05, + 2.0853365640505217e-05, + 2.0829407731071115e-05, + 2.080552076222375e-05, + 2.0781701095984317e-05, + 2.0757948732352816e-05, + 2.0734272766276263e-05, + 2.071070412057452e-05, + 2.06871991395019e-05, + 2.0663728719227947e-05, + 2.0640325601561926e-05, + 2.0616984329535626e-05, + 2.0593708541127853e-05, + 2.0570547349052504e-05, + 2.054745527857449e-05, + 2.0524425053736195e-05, + 2.0501447579590604e-05, + 2.0478557416936383e-05, + 2.045569272013381e-05, + 2.0432875317055732e-05, + 2.0410090655786917e-05, + 2.0387378754094243e-05, + 2.0364726879051886e-05, + 2.034210046986118e-05, + 2.0319603208918124e-05, + 2.0297173250583e-05, + 2.0274806956877e-05, + 2.0252515241736546e-05, + 2.023028901021462e-05, + 2.0208120986353606e-05, + 2.0186076653772034e-05, + 2.0164085071883164e-05, + 2.0142155335634016e-05, + 2.012027289310936e-05, + 2.009846139117144e-05, + 2.0076759028597735e-05, + 2.0055127606610768e-05, + 2.0033545297337696e-05, + 2.001203756663017e-05, + 1.9990586224594153e-05, + 1.996919854718726e-05, + 1.994786725845188e-05, + 1.99265887204092e-05, + 1.990536111406982e-05, + 1.988418989640195e-05, + 1.986309143831022e-05, + 1.9842036635964178e-05, + 1.9820998204522766e-05, + 1.9800047084572725e-05, + 1.977918691409286e-05, + 1.9758401322178543e-05, + 1.973767029994633e-05, + 1.971693927771412e-05, + 1.9696213712450117e-05, + 1.967553725990001e-05, + 1.9654917196021415e-05, + 1.9634360796771944e-05, + 1.961380803550128e-05, + 1.95932989299763e-05, + 1.957278982445132e-05, + 1.955232619366143e-05, + 1.953192077053245e-05, + 1.9511568098096177e-05, + 1.949126999534201e-05, + 1.9471010091365315e-05, + 1.9450802938081324e-05, + 1.9430659449426457e-05, + 1.941054142662324e-05, + 1.9390470697544515e-05, + 1.9370447262190282e-05, + 1.9350482034496963e-05, + 1.9330507711856626e-05, + 1.9310577044961974e-05, + 1.929068093886599e-05, + 1.9270872144261375e-05, + 1.925112519529648e-05, + 1.923142554005608e-05, + 1.921179318742361e-05, + 1.9192249965271913e-05, + 1.9172763131791726e-05, + 1.9153334505972452e-05, + 1.9133960449835286e-05, + 1.911464278236963e-05, + 1.9095372408628464e-05, + 1.907622026919853e-05, + 1.9057102690567262e-05, + 1.903804877656512e-05, + 1.9019045794266276e-05, + 1.900008828670252e-05, + 1.8981167158926837e-05, + 1.8962302419822663e-05, + 1.8943481336464174e-05, + 1.8924665710073896e-05, + 1.8905895558418706e-05, + 1.888717270048801e-05, + 1.8868513507186435e-05, + 1.8849854313884862e-05, + 1.8831233319360763e-05, + 1.881264688563533e-05, + 1.8794075003825128e-05, + 1.877549584605731e-05, + 1.875696034403518e-05, + 1.873846304079052e-05, + 1.8720003936323337e-05, + 1.8701592125580646e-05, + 1.8683233065530658e-05, + 1.8664926756173372e-05, + 1.8646624084794894e-05, + 1.8628363250172697e-05, + 1.861021519289352e-05, + 1.8592087144497782e-05, + 1.8573995475890115e-05, + 1.855595110100694e-05, + 1.853799585660454e-05, + 1.8520084267947823e-05, + 1.8502201783121563e-05, + 1.8484375686966814e-05, + 1.8466584151610732e-05, + 1.8448839909979142e-05, + 1.843114114308264e-05, + 1.841347875597421e-05, + 1.8395850929664448e-05, + 1.837827221606858e-05, + 1.8360738977207802e-05, + 1.834324939409271e-05, + 1.8325805285712704e-05, + 1.8308388462173752e-05, + 1.8290998923475854e-05, + 1.8273676687385887e-05, + 1.8256363546242937e-05, + 1.8239094060845673e-05, + 1.822185549826827e-05, + 1.820459328882862e-05, + 1.818737837311346e-05, + 1.817020893213339e-05, + 1.8153088603867218e-05, + 1.8135957361664623e-05, + 1.8118869775207713e-05, + 1.8101827663485892e-05, + 1.8084838302456774e-05, + 1.8067879864247516e-05, + 1.805096871976275e-05, + 1.8034115782938898e-05, + 1.801731195882894e-05, + 1.800055179046467e-05, + 1.7983835277846083e-05, + 1.7967173334909603e-05, + 1.795054049580358e-05 + ], + [ + 0.0078125, + 0.00036612461553886533, + 0.0018520832527428865, + 0.0017550711054354906, + 0.0015753615880385041, + 0.0014212023233994842, + 0.0012905950425192714, + 0.0011834449833258986, + 0.0010973146418109536, + 0.0010173593182116747, + 0.0009479494765400887, + 0.0008830559672787786, + 0.0008273478015325963, + 0.0007786895148456097, + 0.0007352852262556553, + 0.0006968576926738024, + 0.0006628911942243576, + 0.0006324731511995196, + 0.0006040091393515468, + 0.0005790376453660429, + 0.0005565711762756109, + 0.0005360423238016665, + 0.000517105043400079, + 0.0004992674221284688, + 0.0004830097022932023, + 0.00046800656127743423, + 0.00045429207966662943, + 0.0004415326111484319, + 0.00042943633161485195, + 0.0004180490504950285, + 0.0004073346790391952, + 0.00039728140109218657, + 0.0003878711722791195, + 0.0003790008486248553, + 0.00037052345578558743, + 0.0003621611394919455, + 0.00035409722477197647, + 0.0003465191402938217, + 0.0003392762446310371, + 0.0003322757547721267, + 0.00032555172219872475, + 0.0003191336872987449, + 0.00031293247593566775, + 0.0003068809164687991, + 0.0003009731590282172, + 0.0002953106595668942, + 0.0002898230159189552, + 0.00028451980324462056, + 0.0002794804750010371, + 0.0002746455429587513, + 0.00026993281790055335, + 0.00026540085673332214, + 0.000261042732745409, + 0.0002568756463006139, + 0.0002528955228626728, + 0.0002489815524313599, + 0.00024517488782294095, + 0.00024148925149347633, + 0.00023798280744813383, + 0.00023460669035557657, + 0.0002313449076609686, + 0.00022820067533757538, + 0.00022511882707476616, + 0.0002221337636001408, + 0.00021924333123024553, + 0.00021642365027219057, + 0.0002137104602297768, + 0.00021107422071509063, + 0.0002085062296828255, + 0.0002059937542071566, + 0.0002035519719356671, + 0.00020119696273468435, + 0.00019889659597538412, + 0.00019666423031594604, + 0.00019450295076239854, + 0.00019240971596445888, + 0.00019037570746149868, + 0.00018838235700968653, + 0.0001864424702944234, + 0.00018454933888278902, + 0.00018271680164616555, + 0.000180934090167284, + 0.00017919324454851449, + 0.0001774836564436555, + 0.00017580611165612936, + 0.00017417865456081927, + 0.00017256785940844566, + 0.0001709902862785384, + 0.00016945025708992034, + 0.000167939011589624, + 0.0001664466253714636, + 0.0001649771147640422, + 0.00016353918181266636, + 0.00016212809714488685, + 0.00016075134044513106, + 0.00015941353922244161, + 0.00015810757759027183, + 0.00015684410755056888, + 0.00015560470637865365, + 0.0001543949038023129, + 0.00015321710088755935, + 0.000152075313962996, + 0.00015096095739863813, + 0.00014986019232310355, + 0.0001487720583099872, + 0.00014769533299840987, + 0.0001466296089347452, + 0.00014557036047335714, + 0.00014453216863330454, + 0.0001435126905562356, + 0.00014250585809350014, + 0.000141518481541425, + 0.00014054526400286704, + 0.00013958619092591107, + 0.00013862253399565816, + 0.00013766686606686562, + 0.00013671745546162128, + 0.00013577441859524697, + 0.00013484263035934418, + 0.00013392158143687993, + 0.00013300165301188827, + 0.00013208510063122958, + 0.0001311750675085932, + 0.00013028582907281816, + 0.00012941639579366893, + 0.0001285620965063572, + 0.00012772592890542, + 0.00012690707808360457, + 0.00012610531121026725, + 0.0001253160007763654, + 0.00012453996168915182, + 0.00012377365783322603, + 0.0001230113412020728, + 0.0001222581195179373, + 0.00012151299597462639, + 0.00012078246800228953, + 0.00012006422912236303, + 0.0001193537755170837, + 0.00011865586566273123, + 0.0001179659302579239, + 0.00011728541721822694, + 0.00011662038014037535, + 0.00011596512194955721, + 0.00011531291966093704, + 0.00011466892465250567, + 0.00011403128155507147, + 0.00011340340279275551, + 0.00011277745215920731, + 0.00011215940321562812, + 0.0001115510385716334, + 0.00011095124500570819, + 0.0001103593094740063, + 0.00010978079808410257, + 0.0001092129314201884, + 0.00010865349759114906, + 0.00010810115054482594, + 0.0001075591062544845, + 0.00010702884173952043, + 0.00010650579497450963, + 0.00010599537199595943, + 0.00010549109720159322, + 0.00010499223571969196, + 0.00010449862747918814, + 0.00010400891915196553, + 0.00010352278331993148, + 0.00010304452734999359, + 0.00010257496614940464, + 0.00010211671178694814, + 0.00010166442370973527, + 0.00010121671948581934, + 0.00010077864135382697, + 0.00010034366277977824, + 9.991189290303737e-05, + 9.948808292392641e-05, + 9.907098865369335e-05, + 9.866046457318589e-05, + 9.82517158263363e-05, + 9.784667054191232e-05, + 9.744439012138173e-05, + 9.70536275417544e-05, + 9.666788537288085e-05, + 9.628816042095423e-05, + 9.591237176209688e-05, + 9.553719428367913e-05, + 9.516529826214537e-05, + 9.47939115576446e-05, + 9.442601731279865e-05, + 9.40643367357552e-05, + 9.370159386890009e-05, + 9.334176138509065e-05, + 9.2983667855151e-05, + 9.262686944566667e-05, + 9.226723341271281e-05, + 9.191209392156452e-05, + 9.155839507002383e-05, + 9.120442700805143e-05, + 9.084904741030186e-05, + 9.050055086845532e-05, + 9.014549141284078e-05, + 8.979812264442444e-05, + 8.944916044129059e-05, + 8.91011513886042e-05, + 8.87449859874323e-05, + 8.83864049683325e-05, + 8.802462980384007e-05, + 8.766270184423774e-05, + 8.729637920623645e-05, + 8.692788833286613e-05, + 8.655709098093212e-05, + 8.617828279966488e-05, + 8.579516725149006e-05, + 8.541349961888045e-05, + 8.502673881594092e-05, + 8.463796257274225e-05, + 8.424882253166288e-05, + 8.385430555790663e-05, + 8.345435344381258e-05, + 8.305639494210482e-05, + 8.265356882475317e-05, + 8.22463262011297e-05, + 8.184323087334633e-05, + 8.143117156578228e-05, + 8.101978164631873e-05, + 8.061071275733411e-05, + 8.020109817152843e-05, + 7.979011570569128e-05, + 7.938161434140056e-05, + 7.897854084149003e-05, + 7.856910087866709e-05, + 7.815997378202155e-05, + 7.775638368912041e-05, + 7.734782411716878e-05, + 7.693715451750904e-05, + 7.652735075680539e-05, + 7.61211704229936e-05, + 7.571365858893842e-05, + 7.531143637606874e-05, + 7.491347059840336e-05, + 7.451685814885423e-05, + 7.412426930386573e-05, + 7.373469998128712e-05, + 7.335159898502752e-05, + 7.297296542674303e-05, + 7.259660924319178e-05, + 7.222871499834582e-05, + 7.186480797827244e-05, + 7.150285819079727e-05, + 7.114087929949164e-05, + 7.078296766849235e-05, + 7.042916695354506e-05, + 7.007660315139219e-05, + 6.972903793212026e-05, + 6.938642036402598e-05, + 6.904663314344361e-05, + 6.870944343972951e-05, + 6.837790715508163e-05, + 6.804969598306343e-05, + 6.77253701724112e-05, + 6.74007969792001e-05, + 6.708138243993744e-05, + 6.676588236587122e-05, + 6.645143730565906e-05, + 6.61400772514753e-05, + 6.583083450095728e-05, + 6.552420381922275e-05, + 6.521784962387756e-05, + 6.491451495094225e-05, + 6.461506563937292e-05, + 6.431960355257615e-05, + 6.402667349902913e-05, + 6.373564247041941e-05, + 6.344833673210815e-05, + 6.316635699477047e-05, + 6.288762233452871e-05, + 6.26120381639339e-05, + 6.233786552911624e-05, + 6.206511170603335e-05, + 6.179531192174181e-05, + 6.15293683949858e-05, + 6.126760854385793e-05, + 6.1007678596070036e-05, + 6.0750382544938475e-05, + 6.04966699029319e-05, + 6.0245733038755134e-05, + 5.999669883749448e-05, + 5.975025487714447e-05, + 5.95058299950324e-05, + 5.926364246988669e-05, + 5.902307020733133e-05, + 5.87845133850351e-05, + 5.854851769981906e-05, + 5.831587623106316e-05, + 5.808462810819037e-05, + 5.7853685575537384e-05, + 5.7625544286565855e-05, + 5.73999532207381e-05, + 5.71776254219003e-05, + 5.6956927437568083e-05, + 5.673718260368332e-05, + 5.651861283695325e-05, + 5.630154919344932e-05, + 5.60877269890625e-05, + 5.5876083933981135e-05, + 5.5666034313617274e-05, + 5.5457872804254293e-05, + 5.525027518160641e-05, + 5.5044911277946085e-05, + 5.4841515520820394e-05, + 5.464058995130472e-05, + 5.4440890380647033e-05, + 5.424379196483642e-05, + 5.404806506703608e-05, + 5.385401891544461e-05, + 5.36612315045204e-05, + 5.3469662816496566e-05, + 5.3279352869139984e-05, + 5.3089777793502435e-05, + 5.290124681778252e-05, + 5.271438567433506e-05, + 5.252942719380371e-05, + 5.234558921074495e-05, + 5.2163111831760034e-05, + 5.198230064706877e-05, + 5.180069638299756e-05, + 5.1621009333757684e-05, + 5.1442653784761205e-05, + 5.126625546836294e-05, + 5.109053017804399e-05, + 5.091638377052732e-05, + 5.0743652536766604e-05, + 5.057204543845728e-05, + 5.040172618464567e-05, + 5.023331323172897e-05, + 5.006576975574717e-05, + 4.989951412426308e-05, + 4.9734611820895225e-05, + 4.9571608542464674e-05, + 4.940965663990937e-05, + 4.9249323637923226e-05, + 4.909032577415928e-05, + 4.893189179711044e-05, + 4.877474930253811e-05, + 4.861939305556007e-05, + 4.846497904509306e-05, + 4.831170372199267e-05, + 4.815883221453987e-05, + 4.800769602297805e-05, + 4.785705095855519e-05, + 4.7708064812468365e-05, + 4.755997360916808e-05, + 4.741302109323442e-05, + 4.72667561552953e-05, + 4.71216844744049e-05, + 4.697780968854204e-05, + 4.683412771555595e-05, + 4.669130066758953e-05, + 4.6549754188163206e-05, + 4.640890620066784e-05, + 4.626873123925179e-05, + 4.612973498296924e-05, + 4.599199746735394e-05, + 4.585540227708407e-05, + 4.571946556097828e-05, + 4.558442014968023e-05, + 4.5449913159245625e-05, + 4.5316290197661147e-05, + 4.5183882320998237e-05, + 4.5052012865198776e-05, + 4.492107473197393e-05, + 4.4790787796955556e-05, + 4.4661395804723725e-05, + 4.453323344932869e-05, + 4.4405485823517665e-05, + 4.427868771017529e-05, + 4.4152591726742685e-05, + 4.40273288404569e-05, + 4.3902960896957666e-05, + 4.377942605060525e-05, + 4.36575646745041e-05, + 4.353616895969026e-05, + 4.341570820542984e-05, + 4.3295873183524236e-05, + 4.317667116993107e-05, + 4.3058153096353635e-05, + 4.294047539588064e-05, + 4.282362715457566e-05, + 4.270772114978172e-05, + 4.25925973104313e-05, + 4.247812103130855e-05, + 4.236496897647157e-05, + 4.225199518259615e-05, + 4.2139803554164246e-05, + 4.2028561438200995e-05, + 4.1917781345546246e-05, + 4.180795076536015e-05, + 4.1698724089656025e-05, + 4.159012678428553e-05, + 4.1482380765955895e-05, + 4.1375202272320166e-05, + 4.126912972424179e-05, + 4.116304262424819e-05, + 4.105781044927426e-05, + 4.0953436837298796e-05, + 4.084994361619465e-05, + 4.074702883372083e-05, + 4.0644627006258816e-05, + 4.0542978240409866e-05, + 4.0441893361276016e-05, + 4.0341470594285056e-05, + 4.024163354188204e-05, + 4.014267324237153e-05, + 4.004436050308868e-05, + 3.9946688048075885e-05, + 3.984959766967222e-05, + 3.97530930058565e-05, + 3.9657152228755876e-05, + 3.9562310121254995e-05, + 3.946775905205868e-05, + 3.9373950130539015e-05, + 3.9280657802009955e-05, + 3.9188329537864774e-05, + 3.909619772457518e-05, + 3.9004607970127836e-05, + 3.891360393026844e-05, + 3.882302189595066e-05, + 3.873284731525928e-05, + 3.8643374864477664e-05, + 3.855441536870785e-05, + 3.8466085243271664e-05, + 3.8378220779122785e-05, + 3.829078923445195e-05, + 3.8203517760848626e-05, + 3.811674105236307e-05, + 3.8030320865800604e-05, + 3.794432632275857e-05, + 3.7858782889088616e-05, + 3.77736687369179e-05, + 3.768913302337751e-05, + 3.7605099350912496e-05, + 3.752104385057464e-05, + 3.7437555874930695e-05, + 3.735446080099791e-05, + 3.727178409462795e-05, + 3.718962034326978e-05, + 3.710807504830882e-05, + 3.7027111829956993e-05, + 3.694649421959184e-05, + 3.686652780743316e-05, + 3.67869834008161e-05, + 3.670772275654599e-05, + 3.662885501398705e-05, + 3.655035106930882e-05, + 3.647222911240533e-05, + 3.639470742200501e-05, + 3.631780782598071e-05, + 3.62414721166715e-05, + 3.61655984306708e-05, + 3.609030318330042e-05, + 3.601536081987433e-05, + 3.594080044422299e-05, + 3.58665784006007e-05, + 3.579298936529085e-05, + 3.571968773030676e-05, + 3.564692087820731e-05, + 3.557459785952233e-05, + 3.5502587707014754e-05, + 3.5430995922069997e-05, + 3.5359997127670795e-05, + 3.528919114614837e-05, + 3.5218745324527845e-05, + 3.51485468854662e-05, + 3.507891233311966e-05, + 3.5009692510357127e-05, + 3.494089105515741e-05, + 3.4872631658799946e-05, + 3.480489976936951e-05, + 3.473734614090063e-05, + 3.466994166956283e-05, + 3.4602740925038233e-05, + 3.453628596616909e-05, + 3.447015842539258e-05, + 3.440436557866633e-05, + 3.43389947374817e-05, + 3.427375850151293e-05, + 3.420914072194137e-05, + 3.414504317333922e-05, + 3.40810656780377e-05, + 3.401738285901956e-05, + 3.3953885576920584e-05, + 3.389065750525333e-05, + 3.3827680454123765e-05, + 3.3764899853849784e-05, + 3.370242120581679e-05, + 3.3640219044173136e-05, + 3.357834793860093e-05, + 3.351668419782072e-05, + 3.345520599395968e-05, + 3.3393942430848256e-05, + 3.333300264785066e-05, + 3.327244849060662e-05, + 3.321235999464989e-05, + 3.3152533433167264e-05, + 3.3093063393607736e-05, + 3.303431731183082e-05, + 3.29756730934605e-05, + 3.291740358690731e-05, + 3.2859483326319605e-05, + 3.280160672147758e-05, + 3.274421760579571e-05, + 3.268717773607932e-05, + 3.2630243367748335e-05, + 3.257342177676037e-05, + 3.2516938517801464e-05, + 3.246106643928215e-05, + 3.2405470847152174e-05, + 3.234998439438641e-05, + 3.229486901545897e-05, + 3.2240073778666556e-05, + 3.218552956241183e-05, + 3.213116360711865e-05, + 3.2077019568532705e-05, + 3.202313382644206e-05, + 3.196938268956728e-05, + 3.191574433003552e-05, + 3.186199683113955e-05, + 3.1808176572667435e-05, + 3.175459278281778e-05, + 3.170093259541318e-05, + 3.164733061566949e-05, + 3.159400512231514e-05, + 3.154077785438858e-05, + 3.148741598124616e-05, + 3.143431604257785e-05, + 3.138142346870154e-05, + 3.132879646727815e-05, + 3.127604577457532e-05, + 3.1223378755385056e-05, + 3.117092637694441e-05, + 3.111878322670236e-05, + 3.106672374997288e-05, + 3.101488982792944e-05, + 3.096316504525021e-05, + 3.091156395385042e-05, + 3.086013748543337e-05, + 3.0808918381808326e-05, + 3.075793574680574e-05, + 3.070721140829846e-05, + 3.0656734452350065e-05, + 3.060652670683339e-05, + 3.05566172755789e-05, + 3.050698433071375e-05, + 3.0457682441920042e-05, + 3.040855699509848e-05, + 3.0359809898072854e-05, + 3.031099186046049e-05, + 3.0262352083809674e-05, + 3.021383236045949e-05, + 3.0165490898070857e-05, + 3.0117351343506016e-05, + 3.0069462809478864e-05, + 3.0021781640243717e-05, + 2.997429146489594e-05, + 2.9926943170721643e-05, + 2.9879764042561874e-05, + 2.983276681334246e-05, + 2.9785973310936242e-05, + 2.9739345336565748e-05, + 2.9692835596506484e-05, + 2.9646513212355785e-05, + 2.9600332709378563e-05, + 2.955425406980794e-05, + 2.9508251827792265e-05, + 2.9462436941685155e-05, + 2.941676211776212e-05, + 2.9371391065069474e-05, + 2.932614370365627e-05, + 2.9281114620971493e-05, + 2.9236403861432336e-05, + 2.9191869543865323e-05, + 2.9147609893698245e-05, + 2.9103512133588083e-05, + 2.905943983932957e-05, + 2.901553307310678e-05, + 2.8971788196940906e-05, + 2.892824704758823e-05, + 2.8884885978186503e-05, + 2.8841724997619167e-05, + 2.8798807761631906e-05, + 2.8756003302987665e-05, + 2.871339711418841e-05, + 2.867106559278909e-05, + 2.8628777727135457e-05, + 2.8586671760422178e-05, + 2.854468039004132e-05, + 2.8502823624876328e-05, + 2.846105780918151e-05, + 2.8419368391041644e-05, + 2.8377826311043464e-05, + 2.8336567993392237e-05, + 2.829537152138073e-05, + 2.8254320568521507e-05, + 2.821342059178278e-05, + 2.8172604288556613e-05, + 2.8131971703260206e-05, + 2.8091450076317415e-05, + 2.8051032131770626e-05, + 2.8010854293825105e-05, + 2.7970809242106043e-05, + 2.7930909709539264e-05, + 2.7891230274690315e-05, + 2.7851698177983053e-05, + 2.7812275220640004e-05, + 2.7772939574788325e-05, + 2.7733854949474335e-05, + 2.7694899472407997e-05, + 2.7656120437313803e-05, + 2.761745054158382e-05, + 2.7578917070059106e-05, + 2.7540469091036357e-05, + 2.7502184821059927e-05, + 2.7463962396723218e-05, + 2.7425923690316267e-05, + 2.738810690061655e-05, + 2.735042289714329e-05, + 2.731287167989649e-05, + 2.727551691350527e-05, + 2.7238264010520652e-05, + 2.7201191187486984e-05, + 2.7164143830304965e-05, + 2.712720561248716e-05, + 2.709033287828788e-05, + 2.705351471377071e-05, + 2.7016765670850873e-05, + 2.6980163966072723e-05, + 2.6943731427309103e-05, + 2.6907357096206397e-05, + 2.6870995498029515e-05, + 2.6834701202460565e-05, + 2.6798490580404177e-05, + 2.676251097000204e-05, + 2.672665868885815e-05, + 2.6691081075114198e-05, + 2.6655759938876145e-05, + 2.662056067492813e-05, + 2.6585434170556255e-05, + 2.6550349502940662e-05, + 2.6515404897509143e-05, + 2.648052577569615e-05, + 2.64457703451626e-05, + 2.6411124053993262e-05, + 2.6376595997135155e-05, + 2.634218253660947e-05, + 2.630801645864267e-05, + 2.6273924959241413e-05, + 2.624007720442023e-05, + 2.6206376787740737e-05, + 2.6172796424361877e-05, + 2.613935612316709e-05, + 2.610609408293385e-05, + 2.6073124899994582e-05, + 2.6040363081847318e-05, + 2.6007586711784825e-05, + 2.5975003154599108e-05, + 2.594245052023325e-05, + 2.590981785033364e-05, + 2.5877230655169114e-05, + 2.584476169431582e-05, + 2.5812387320911512e-05, + 2.57800620602211e-05, + 2.5747876861714758e-05, + 2.5715746232890524e-05, + 2.568366653576959e-05, + 2.5651757823652588e-05, + 2.5619910957175307e-05, + 2.5588176868041046e-05, + 2.5556519176461734e-05, + 2.5524965167278424e-05, + 2.5493402063148096e-05, + 2.54619062616257e-05, + 2.543042501201853e-05, + 2.5398996513104066e-05, + 2.5367595299030654e-05, + 2.5336221369798295e-05, + 2.5305025701527484e-05, + 2.5273830033256672e-05, + 2.524272167647723e-05, + 2.5211698812199757e-05, + 2.518074143154081e-05, + 2.514987500035204e-05, + 2.5119086785707623e-05, + 2.508835132175591e-05, + 2.5057714083231986e-05, + 2.502714232832659e-05, + 2.4996643332997337e-05, + 2.4966195269371383e-05, + 2.4935832698247395e-05, + 2.4905602913349867e-05, + 2.4875427698134445e-05, + 2.4845325242495164e-05, + 2.4815375581965782e-05, + 2.478551868989598e-05, + 2.4755767299211584e-05, + 2.4726046831347048e-05, + 2.4696431864867918e-05, + 2.4666898752911948e-05, + 2.4637369278934784e-05, + 2.46078798227245e-05, + 2.4578524971730076e-05, + 2.454923560435418e-05, + 2.4520073566236533e-05, + 2.4490978830726817e-05, + 2.4462000510538928e-05, + 2.4433122234768234e-05, + 2.4404316718573682e-05, + 2.4375594875891693e-05, + 2.4346934878849424e-05, + 2.4318396754097193e-05, + 2.428993866487872e-05, + 2.426158607704565e-05, + 2.4233298972831108e-05, + 2.420509008516092e-05, + 2.417693758616224e-05, + 2.4148819647962227e-05, + 2.4120803573168814e-05, + 2.40928384300787e-05, + 2.4064960598479956e-05, + 2.4037186449277215e-05, + 2.400948687864002e-05, + 2.3981867343536578e-05, + 2.3954224161570892e-05, + 2.3926702851895243e-05, + 2.3899259758763947e-05, + 2.3871856683399528e-05, + 2.3844559109420516e-05, + 2.381732156209182e-05, + 2.3790160412318073e-05, + 2.376315569563303e-05, + 2.3736231014481746e-05, + 2.370938818785362e-05, + 2.3682558094151318e-05, + 2.3655751647311263e-05, + 2.3628985218238086e-05, + 2.360229154874105e-05, + 2.357568337174598e-05, + 2.354909884161316e-05, + 2.3522545234300196e-05, + 2.349609712837264e-05, + 2.3469654479413293e-05, + 2.3443246391252615e-05, + 2.3416949261445552e-05, + 2.3390732167172246e-05, + 2.3364593289443292e-05, + 2.333850716240704e-05, + 2.3312470148084685e-05, + 2.3286524083232507e-05, + 2.3260641683009453e-05, + 2.3234768377733417e-05, + 2.3208978745969944e-05, + 2.318319457117468e-05, + 2.3157430405262858e-05, + 2.3131738998927176e-05, + 2.3106118533178233e-05, + 2.308055991306901e-05, + 2.3055070414557122e-05, + 2.30296664085472e-05, + 2.3004389731795527e-05, + 2.297922947036568e-05, + 2.2954140149522573e-05, + 2.292913086421322e-05, + 2.2904148863744922e-05, + 2.2879281459609047e-05, + 2.285447044414468e-05, + 2.2829721274320036e-05, + 2.2805101252743043e-05, + 2.2780477593187243e-05, + 2.2755926693207584e-05, + 2.273142854392063e-05, + 2.270700133522041e-05, + 2.268261778226588e-05, + 2.265827242808882e-05, + 2.2633979824604467e-05, + 2.2609756342717446e-05, + 2.258561653434299e-05, + 2.2561529476661235e-05, + 2.253750790259801e-05, + 2.2513529984280467e-05, + 2.2489612092613243e-05, + 2.2465728761744685e-05, + 2.2441778128268197e-05, + 2.2417880245484412e-05, + 2.239402965642512e-05, + 2.2370226361090317e-05, + 2.2346483092405833e-05, + 2.2322772565530613e-05, + 2.2299123884295113e-05, + 2.2275475203059614e-05, + 2.22518701775698e-05, + 2.2228417947189882e-05, + 2.220501482952386e-05, + 2.2181655367603526e-05, + 2.2158412321005017e-05, + 2.2135256585897878e-05, + 2.211219907621853e-05, + 2.208920705015771e-05, + 2.2066264136810787e-05, + 2.2043423086870462e-05, + 2.202064024459105e-05, + 2.199791015300434e-05, + 2.1975234631099738e-05, + 2.1952610040898435e-05, + 2.193005639128387e-05, + 2.1907553673372604e-05, + 2.188514372392092e-05, + 2.1862781068193726e-05, + 2.184045843023341e-05, + 2.1818172172061168e-05, + 2.179594048357103e-05, + 2.177375426981598e-05, + 2.1751631720690057e-05, + 2.1729489162680693e-05, + 2.170739389839582e-05, + 2.168538594560232e-05, + 2.166353806387633e-05, + 2.1641706553054973e-05, + 2.1619978724629618e-05, + 2.1598327293759212e-05, + 2.1576735889539123e-05, + 2.155515358026605e-05, + 2.1533616745728068e-05, + 2.151215448975563e-05, + 2.1490743165486492e-05, + 2.146937549696304e-05, + 2.1448142433655448e-05, + 2.1426954845082946e-05, + 2.1405849111033604e-05, + 2.138479976565577e-05, + 2.136382863682229e-05, + 2.134294481948018e-05, + 2.132210647687316e-05, + 2.1301319065969437e-05, + 2.1280573491821997e-05, + 2.1259913410176523e-05, + 2.1239302441244945e-05, + 2.1218689653323963e-05, + 2.119802411471028e-05, + 2.117738767992705e-05, + 2.1156707589398138e-05, + 2.113607661158312e-05, + 2.1115502022439614e-05, + 2.1094947442179546e-05, + 2.1074447431601584e-05, + 2.105396742990706e-05, + 2.1033543816884048e-05, + 2.10132038773736e-05, + 2.099288030876778e-05, + 2.097256037814077e-05, + 2.095233321597334e-05, + 2.0932067855028436e-05, + 2.0911855244776234e-05, + 2.089168265229091e-05, + 2.0871586457360536e-05, + 2.0851550289080478e-05, + 2.083157050947193e-05, + 2.0811663489439525e-05, + 2.079183468595147e-05, + 2.0772060452145524e-05, + 2.0752331693074666e-05, + 2.0732642951770686e-05, + 2.0712996047222987e-05, + 2.069338552246336e-05, + 2.067379500658717e-05, + 2.0654319087043405e-05, + 2.0634888642234728e-05, + 2.0615494577214122e-05, + 2.0596202375600114e-05, + 2.0576959286700003e-05, + 2.0557738025672734e-05, + 2.0538551325444132e-05, + 2.0519424651865847e-05, + 2.0500305254245177e-05, + 2.0481233150349e-05, + 2.0462213797145523e-05, + 2.0443172616069205e-05, + 2.0424165995791554e-05, + 2.040520303125959e-05, + 2.0386234609759413e-05, + 2.036727346421685e-05, + 2.0348419639049098e-05, + 2.032961492659524e-05, + 2.0310855688876472e-05, + 2.029214010690339e-05, + 2.027346818067599e-05, + 2.0254832634236664e-05, + 2.0236195268807933e-05, + 2.0217605197103694e-05, + 2.0199055143166333e-05, + 2.0180510546197183e-05, + 2.0161996872047894e-05, + 2.014352685364429e-05, + 2.0125102309975773e-05, + 2.010671596508473e-05, + 2.008836054301355e-05, + 2.0070048776688054e-05, + 2.0051786123076454e-05, + 2.0033554392284714e-05, + 2.0015364498249255e-05, + 1.9997210984001867e-05, + 1.9979086573584937e-05, + 1.99610112758819e-05, + 1.9942975995945744e-05, + 1.992491706914734e-05, + 1.990689997910522e-05, + 1.9888917449861765e-05, + 1.9870998585247435e-05, + 1.9853157937177457e-05, + 1.983535366889555e-05, + 1.9817607608274557e-05, + 1.979989610845223e-05, + 1.978222280740738e-05, + 1.9764580429182388e-05, + 1.974697079276666e-05, + 1.97293957171496e-05, + 1.9711858840310015e-05, + 1.9694361981237307e-05, + 1.9676910596899688e-05, + 1.965951560123358e-05, + 1.964215698535554e-05, + 1.962483293027617e-05, + 1.9607568901847117e-05, + 1.9590337615227327e-05, + 1.95731390704168e-05, + 1.9555996914277785e-05, + 1.953891660377849e-05, + 1.9521861759130843e-05, + 1.9504836018313654e-05, + 1.948782301042229e-05, + 1.9470824554446153e-05, + 1.9453851564321667e-05, + 1.943691495398525e-05, + 1.9419989257585257e-05, + 1.9403085389058106e-05, + 1.9386214262340218e-05, + 1.9369375877431594e-05, + 1.935256841534283e-05, + 1.9335826436872594e-05, + 1.9319122657179832e-05, + 1.930244980030693e-05, + 1.928583878907375e-05, + 1.92692441487452e-05, + 1.9252680431236513e-05, + 1.923618037835695e-05, + 1.921972943819128e-05, + 1.9203300325898454e-05, + 1.918687848956324e-05, + 1.9170463929185644e-05, + 1.9154080291627906e-05, + 1.9137731214868836e-05, + 1.9121418517897837e-05, + 1.9105136743746698e-05, + 1.908888589241542e-05, + 1.907267505885102e-05, + 1.905648605315946e-05, + 1.904033706523478e-05, + 1.902422445709817e-05, + 1.9008150047739036e-05, + 1.8992113837157376e-05, + 1.897611036838498e-05, + 1.8960097804665565e-05, + 1.894411616376601e-05, + 1.892816726467572e-05, + 1.8912254745373502e-05, + 1.889640770968981e-05, + 1.8880558855016716e-05, + 1.886478094093036e-05, + 1.884901212179102e-05, + 1.8833285139407963e-05, + 1.881758180388715e-05, + 1.8801907572196797e-05, + 1.878625880635809e-05, + 1.877064278232865e-05, + 1.875505768111907e-05, + 1.8739498045761138e-05, + 1.872396023827605e-05, + 1.8708456991589628e-05, + 1.869298648671247e-05, + 1.8677543266676366e-05, + 1.8662141883396544e-05, + 1.8646762327989563e-05, + 1.863140641944483e-05, + 1.8616090528666973e-05, + 1.8600809198687784e-05, + 1.8585529687698e-05, + 1.857026290963404e-05, + 1.855502705438994e-05, + 1.8539800294092856e-05, + 1.8524600818636827e-05, + 1.8509394067223184e-05, + 1.8494234609534033e-05, + 1.8479096979717724e-05, + 1.8463990272721276e-05 + ] + ], + "stabilities": [ + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957537651062012, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.980722963809967, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944750666618347, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993979275226593, + 1.0, + 1.0, + 1.0, + 0.9994686841964722, + 1.0, + 0.9915921688079834, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9885229468345642, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866476655006409, + 1.0, + 0.9951946139335632, + 1.0, + 1.0, + 1.0, + 0.9909420013427734, + 0.986288845539093, + 0.9939758777618408, + 1.0, + 1.0, + 0.996311604976654, + 1.0, + 0.9977303743362427, + 1.0, + 0.98470538854599, + 1.0, + 0.9905191659927368, + 1.0, + 0.9927239418029785, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9782891869544983, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866666197776794, + 1.0, + 1.0, + 0.9958643317222595, + 0.9933554530143738, + 0.9874581694602966, + 1.0, + 0.9905272126197815, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9925094246864319, + 0.9986277222633362, + 0.974922776222229, + 0.9996476173400879, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980519413948059, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990367889404297, + 1.0, + 1.0, + 1.0, + 0.9968542456626892, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99470454454422, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984935522079468, + 1.0, + 1.0, + 1.0, + 0.9995082020759583, + 1.0, + 1.0, + 1.0, + 0.999359130859375, + 0.9967933297157288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9931803941726685, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913544654846191, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971561431884766, + 1.0, + 0.9943376779556274, + 0.9977521300315857, + 0.9989486336708069, + 1.0, + 0.9925161004066467, + 1.0, + 1.0, + 0.9968665242195129, + 1.0, + 0.9997010231018066, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9916666746139526, + 0.9979360103607178, + 1.0, + 0.9991152286529541, + 1.0, + 0.9899881482124329, + 1.0, + 1.0, + 1.0, + 0.993587851524353, + 1.0, + 0.9919590353965759, + 1.0, + 1.0, + 1.0, + 0.9994153380393982, + 0.9992687106132507, + 1.0, + 1.0, + 0.9955052137374878, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971301555633545, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979293346405029, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966393113136292, + 0.9978419542312622, + 1.0, + 1.0, + 1.0, + 0.9986602067947388, + 1.0, + 0.9905016422271729, + 0.9947326183319092, + 1.0, + 0.9936649799346924, + 0.9914540648460388, + 1.0, + 0.9972658753395081, + 0.9998628497123718, + 1.0, + 0.9983550310134888, + 0.9971166253089905, + 1.0, + 0.999036431312561, + 1.0, + 1.0, + 1.0, + 0.9953704476356506, + 1.0, + 0.9963214993476868, + 0.996718168258667, + 0.9972561597824097, + 1.0, + 0.9919705986976624, + 0.9989024996757507, + 0.999038577079773, + 1.0, + 0.9908731579780579, + 1.0, + 0.9957388043403625, + 0.9991717338562012, + 1.0, + 0.9938050508499146, + 0.9973680973052979, + 1.0, + 0.9929206371307373, + 0.9981825947761536, + 0.9964985847473145, + 0.9995783567428589, + 0.9942350387573242, + 1.0, + 0.9973224997520447, + 0.9988695383071899, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986594915390015, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999869704246521, + 1.0, + 1.0, + 1.0, + 0.9997432827949524, + 0.995121955871582, + 1.0, + 0.9996137022972107, + 0.9971660375595093, + 0.9918615221977234, + 0.9970044493675232, + 1.0, + 0.9976550340652466, + 0.9992165565490723, + 1.0, + 0.9981756806373596, + 1.0, + 0.9928264021873474, + 0.9985548853874207, + 1.0, + 1.0, + 0.9941045641899109, + 1.0, + 0.999341607093811, + 0.9963104724884033, + 1.0, + 0.9949868321418762, + 1.0, + 0.9986776113510132, + 0.9984109997749329, + 1.0, + 0.9985491633415222, + 1.0, + 0.9960567951202393, + 1.0, + 0.9988129734992981, + 1.0, + 0.997627854347229, + 1.0, + 0.9934529066085815, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984437823295593, + 0.995973527431488, + 1.0, + 0.9938769936561584, + 0.9984270930290222, + 0.9946172833442688, + 0.9972281455993652, + 1.0, + 0.9961700439453125, + 1.0, + 1.0, + 0.9989460110664368, + 0.9967027306556702, + 0.9998676180839539, + 0.9960296154022217, + 0.9978740811347961, + 1.0, + 1.0, + 0.997346043586731, + 0.9980042576789856, + 0.9989334940910339, + 0.9994661211967468, + 1.0, + 0.9990755319595337, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975568652153015, + 1.0, + 0.9972990155220032, + 0.9987103343009949, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997127890586853, + 1.0, + 1.0, + 0.9973766207695007, + 1.0, + 1.0, + 0.9969969391822815, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967913627624512, + 0.9959142804145813, + 1.0, + 0.9992545247077942, + 0.9995025992393494, + 1.0, + 1.0, + 1.0, + 0.9991321563720703, + 1.0, + 1.0, + 1.0, + 0.9982747435569763, + 0.9986421465873718, + 0.9960444569587708, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987675547599792, + 1.0, + 1.0, + 0.9990197420120239, + 1.0, + 1.0, + 0.9975544214248657, + 0.9990193843841553, + 0.9973006248474121, + 0.9965551495552063, + 0.9967900514602661, + 0.9993807077407837, + 0.997025728225708, + 0.9998756647109985, + 1.0, + 1.0, + 0.9955615997314453, + 0.9951702356338501, + 1.0, + 0.9967809319496155, + 1.0, + 0.9992552399635315, + 1.0, + 1.0, + 0.9938256144523621, + 1.0, + 1.0, + 0.9982654452323914, + 0.9992552399635315, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996355175971985, + 1.0, + 0.9973339438438416, + 0.9997569918632507, + 0.9956247210502625, + 0.9990233778953552, + 1.0, + 0.9992693066596985, + 1.0, + 1.0, + 0.9923793077468872, + 0.9958557486534119, + 1.0, + 0.9973226189613342, + 1.0, + 0.9979258179664612, + 1.0, + 0.9993907809257507, + 0.9990245699882507, + 0.9962167739868164, + 1.0, + 0.9981633424758911, + 0.9966878890991211, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937918186187744, + 0.9996325373649597, + 0.9968141317367554, + 0.9987707734107971, + 1.0, + 1.0, + 0.9969578981399536, + 0.9985353350639343, + 1.0, + 1.0, + 0.9990241527557373, + 1.0, + 0.9981711506843567, + 1.0, + 0.9953658580780029, + 1.0, + 0.999265730381012, + 0.9957134127616882, + 1.0, + 1.0, + 0.9997541904449463, + 1.0, + 0.9954540729522705, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987828731536865, + 0.9981720447540283, + 1.0, + 1.0, + 0.9995129108428955, + 1.0, + 0.9997575879096985, + 1.0, + 0.9997577667236328, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998816847801208, + 1.0, + 0.9962183833122253, + 0.9978647828102112, + 0.9957203269004822, + 0.9994030594825745, + 1.0, + 1.0, + 0.998691201210022, + 1.0, + 0.998094379901886, + 0.9995226263999939, + 1.0, + 1.0, + 1.0, + 0.9966670870780945, + 0.997850239276886, + 0.9928186535835266, + 0.9998794198036194, + 0.996744692325592, + 0.9951614737510681, + 0.9922206997871399, + 1.0, + 0.9997550845146179, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986595511436462, + 1.0, + 0.9973154067993164, + 0.9977976679801941, + 1.0, + 0.9996339082717896, + 0.9982908368110657, + 0.9984101057052612, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986673593521118, + 1.0, + 0.9973330497741699, + 1.0, + 1.0, + 0.9966031908988953, + 0.9995130300521851, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975810647010803, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996887743473053, + 1.0, + 0.9998801946640015, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996451139450073, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998825192451477, + 1.0, + 0.9990606307983398, + 0.9990597367286682, + 0.9997646808624268, + 1.0, + 1.0, + 1.0, + 0.9989438056945801, + 0.9978852868080139, + 1.0, + 1.0, + 0.9982417225837708, + 1.0, + 0.9991795420646667, + 1.0, + 0.9983581304550171, + 1.0, + 1.0, + 0.9941369891166687, + 1.0, + 1.0, + 0.9987027645111084, + 1.0, + 0.9977573156356812, + 1.0, + 0.9997633695602417, + 0.9997633099555969, + 0.999644935131073, + 1.0, + 1.0, + 0.9996460676193237, + 0.9935095310211182, + 1.0, + 1.0, + 0.9994078874588013, + 1.0, + 1.0, + 1.0, + 0.9996464848518372, + 0.9997643232345581, + 1.0, + 0.9991748332977295, + 0.9997640252113342, + 0.9987019300460815, + 1.0, + 1.0, + 1.0, + 0.9983537793159485, + 0.9971731305122375, + 1.0, + 0.9935034513473511, + 0.9985733032226562, + 0.9998809695243835, + 1.0, + 0.9977527856826782, + 0.9982219338417053, + 0.9998812675476074, + 0.997387170791626, + 0.9994046092033386, + 1.0, + 0.9998809099197388, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976277947425842, + 1.0, + 1.0, + 0.9994074702262878, + 1.0, + 1.0, + 0.9991727471351624, + 1.0, + 0.9989423751831055, + 0.9996471405029297, + 0.9996469616889954, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982478618621826, + 1.0, + 0.9994150400161743, + 1.0, + 1.0, + 0.9997662305831909, + 1.0, + 1.0, + 0.9961654543876648, + 0.9993001818656921, + 0.9992995858192444, + 1.0, + 0.9998835325241089, + 0.9995339512825012, + 1.0, + 0.9998836517333984, + 0.9975561499595642, + 1.0, + 0.9963852763175964, + 0.9978935122489929, + 0.9994136095046997, + 0.9961276054382324, + 1.0, + 1.0, + 0.9996472001075745, + 0.9997646808624268, + 0.9989408850669861, + 0.9963482618331909, + 1.0, + 1.0, + 1.0, + 0.9955204725265503, + 1.0, + 0.9995266199111938, + 0.9984606504440308, + 1.0, + 0.9938345551490784, + 1.0, + 1.0, + 0.9951266050338745, + 1.0, + 0.9994037747383118, + 0.9996420741081238, + 0.9996419548988342, + 1.0, + 0.9948675036430359, + 1.0, + 0.9997605085372925, + 1.0, + 1.0, + 0.9998806715011597, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974056482315063, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998828768730164, + 1.0, + 1.0, + 1.0, + 0.9977919459342957, + 0.9984859228134155, + 1.0, + 1.0, + 0.997668445110321, + 1.0, + 0.9975484609603882, + 1.0, + 0.9998829960823059, + 0.998595654964447, + 0.9997655749320984, + 1.0, + 1.0, + 1.0, + 0.9973134398460388, + 1.0, + 1.0, + 0.9998830556869507, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.99781733751297, + 0.9998849034309387, + 1.0, + 0.9955187439918518, + 0.9996537566184998, + 0.9989609122276306, + 1.0, + 1.0, + 0.9997689723968506, + 0.9947988986968994, + 1.0, + 0.9967502355575562, + 1.0, + 0.9998835921287537, + 1.0, + 1.0, + 0.9997671842575073, + 0.9990686774253845, + 0.9995338916778564, + 1.0, + 0.9998835921287537, + 0.9991849064826965, + 0.9993008375167847, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997692704200745, + 0.9998846054077148, + 0.9997691512107849, + 1.0, + 1.0, + 1.0, + 0.9996562004089355, + 0.9990829825401306, + 1.0, + 1.0, + 1.0, + 0.9994271397590637, + 1.0, + 1.0, + 0.9972496628761292, + 1.0, + 1.0, + 0.9981634020805359, + 1.0, + 0.999885082244873, + 0.9972413778305054, + 1.0, + 0.9998847842216492, + 0.998041033744812, + 1.0, + 1.0, + 1.0, + 0.9973520636558533, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979258179664612, + 1.0, + 1.0, + 0.9981527924537659, + 1.0, + 0.9978070855140686, + 0.9958357214927673, + 1.0, + 1.0, + 0.9998841285705566, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979322552680969, + 1.0, + 0.9995396733283997, + 1.0, + 0.9989660978317261, + 0.9935603141784668, + 0.9998841881752014, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973605871200562, + 1.0, + 0.9998850226402283, + 0.999424934387207, + 1.0, + 0.9995396733283997, + 1.0, + 1.0, + 0.9991942048072815, + 0.9979262948036194, + 0.9984991550445557, + 0.9964157938957214, + 0.9989556670188904, + 0.9995354413986206, + 0.999883770942688, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996535778045654, + 1.0, + 0.996881902217865, + 1.0, + 0.9997690916061401, + 0.9998844265937805, + 1.0, + 0.9996538162231445, + 0.9997690916061401, + 1.0, + 0.9995386004447937, + 0.9998846054077148, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997718334197998, + 1.0, + 0.9980624914169312, + 0.9998857378959656, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987491965293884, + 1.0, + 0.9995445609092712, + 0.9990887641906738, + 1.0, + 1.0, + 0.9989745020866394, + 0.9998859167098999, + 0.9988592267036438, + 0.9980584383010864, + 1.0, + 0.9995431303977966, + 0.9998856782913208, + 0.9993142485618591, + 1.0, + 0.9971408843994141, + 1.0, + 1.0, + 0.9997707009315491, + 0.9971333742141724, + 0.9997699856758118, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965556859970093, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998853802680969, + 1.0, + 1.0, + 0.999197781085968, + 1.0, + 0.9974773526191711, + 1.0, + 0.9979393482208252, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997711777687073, + 0.9998855590820312, + 0.999885618686676, + 0.9997711181640625 + ], + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9831516742706299, + 1.0, + 0.9975112080574036, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9949622750282288, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9919968247413635, + 1.0, + 1.0, + 0.9972741007804871, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958462715148926, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990076422691345, + 1.0, + 0.9980217218399048, + 1.0, + 1.0, + 1.0, + 0.9996737241744995, + 0.9970626831054688, + 0.9911620020866394, + 1.0, + 0.9921051859855652, + 0.9990053176879883, + 1.0, + 1.0, + 0.9973710775375366, + 1.0, + 1.0, + 0.9954113364219666, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996783137321472, + 0.9990347623825073, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993829727172852, + 0.9996912479400635, + 1.0, + 0.9993844032287598, + 0.99722820520401, + 1.0, + 0.9978625774383545, + 1.0, + 0.9975609183311462, + 1.0, + 1.0, + 1.0, + 0.9966917037963867, + 1.0, + 1.0, + 0.9991053342819214, + 0.9928357601165771, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.991763710975647, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975369572639465, + 0.998353898525238, + 0.9994503855705261, + 1.0, + 0.9972610473632812, + 1.0, + 0.9986327886581421, + 0.994249701499939, + 0.9972459077835083, + 0.9964098930358887, + 1.0, + 0.9963988661766052, + 1.0, + 1.0, + 0.9986364841461182, + 1.0, + 0.9967320561408997, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973146915435791, + 0.9975767731666565, + 0.9978407025337219, + 0.9997295141220093, + 0.9983766674995422, + 0.9967479109764099, + 1.0, + 0.999457597732544, + 0.9978289604187012, + 0.9934729337692261, + 0.9942513108253479, + 0.9994493722915649, + 0.9988980293273926, + 0.9994484782218933, + 1.0, + 0.9986222386360168, + 0.9928255677223206, + 1.0, + 0.993890643119812, + 0.9946912527084351, + 1.0, + 1.0, + 1.0, + 0.9974874258041382, + 0.9994401931762695, + 1.0, + 1.0, + 0.9949889183044434, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978171586990356, + 0.9904293417930603, + 0.9958586692810059, + 1.0, + 1.0, + 0.9988992810249329, + 1.0, + 1.0, + 0.9972744584083557, + 0.9997267127037048, + 1.0, + 0.9975416660308838, + 1.0, + 1.0, + 0.9994546175003052, + 1.0, + 0.9978289604187012, + 0.9942888021469116, + 0.9907002449035645, + 0.9997239112854004, + 0.9988953471183777, + 1.0, + 1.0, + 1.0, + 0.997272253036499, + 0.9885120987892151, + 1.0, + 0.9972391128540039, + 1.0, + 1.0, + 0.9988962411880493, + 1.0, + 1.0, + 1.0, + 0.9975322484970093, + 0.9989005327224731, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981024265289307, + 0.9986420273780823, + 0.9961925745010376, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9933297634124756, + 0.9989256262779236, + 0.9965043663978577, + 1.0, + 1.0, + 0.9967837333679199, + 0.9948911070823669, + 1.0, + 1.0, + 1.0, + 0.9991956353187561, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997356534004211, + 1.0, + 0.9994712471961975, + 1.0, + 0.9986783266067505, + 0.9997352957725525, + 0.9997352361679077, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997414350509644, + 0.993535041809082, + 1.0, + 0.9984427690505981, + 0.996620774269104, + 1.0, + 0.9971316456794739, + 0.999476969242096, + 0.9942439198493958, + 1.0, + 1.0, + 0.9960640072822571, + 0.9976291060447693, + 0.9986796975135803, + 0.9965627193450928, + 0.9962854981422424, + 1.0, + 1.0, + 0.9970799088478088, + 0.996272623538971, + 1.0, + 0.996265709400177, + 1.0, + 1.0, + 0.9944164156913757, + 1.0, + 1.0, + 0.9941380023956299, + 0.9954436421394348, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944969415664673, + 1.0, + 0.9997376799583435, + 0.9958004951477051, + 1.0, + 0.9981608390808105, + 0.9997367858886719, + 1.0, + 1.0, + 0.9984318614006042, + 1.0, + 1.0, + 1.0, + 0.9974032640457153, + 0.9976568818092346, + 0.9960855841636658, + 0.9937123656272888, + 0.9970998764038086, + 0.9944473505020142, + 1.0, + 0.9954894781112671, + 1.0, + 1.0, + 0.9997350573539734, + 1.0, + 0.9994710683822632, + 0.9936491250991821, + 1.0, + 0.9973382949829102, + 0.999199390411377, + 0.9981303215026855, + 0.9938453435897827, + 0.9991921782493591, + 0.9978442788124084, + 1.0, + 0.9986544847488403, + 0.9975748062133789, + 1.0, + 1.0, + 1.0, + 0.9994687438011169, + 1.0, + 1.0, + 0.9965581297874451, + 1.0, + 0.993094265460968, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957795143127441, + 1.0, + 1.0, + 0.9994733333587646, + 1.0, + 0.9910667538642883, + 1.0, + 0.9981462359428406, + 1.0, + 0.99656081199646, + 0.9984071850776672, + 0.9922893047332764, + 1.0, + 0.9967957139015198, + 1.0, + 0.996799111366272, + 1.0, + 0.9994677305221558, + 1.0, + 0.997604489326477, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966364502906799, + 1.0, + 0.9911894202232361, + 0.998954176902771, + 0.9955509305000305, + 0.9989485144615173, + 0.9971052408218384, + 0.9889152646064758, + 0.9989324808120728, + 0.993320882320404, + 0.9913932085037231, + 0.9915898442268372, + 0.9898768663406372, + 1.0, + 0.9744576215744019, + 1.0, + 0.999719500541687, + 1.0, + 0.9955800771713257, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998511672019958, + 1.0, + 1.0, + 1.0, + 0.9969280362129211, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992891550064087, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980526566505432, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997279644012451, + 0.999047577381134, + 1.0, + 0.9997283816337585, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997859001159668, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978467226028442, + 1.0, + 0.9970889687538147, + 1.0, + 0.9983552694320679, + 1.0, + 1.0, + 0.9992414116859436, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996735692024231, + 1.0, + 0.9988681674003601, + 1.0, + 0.9987412095069885, + 0.9994958639144897, + 0.9997477531433105, + 0.9987386465072632, + 0.9978529810905457, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9994969367980957, + 0.998993456363678, + 0.997481107711792, + 1.0, + 1.0, + 1.0, + 0.9991195797920227, + 1.0, + 0.9997484087944031, + 0.9997483491897583, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968940019607544, + 1.0, + 1.0, + 1.0, + 0.9966463446617126, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981403350830078, + 0.9995031952857971, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977675676345825, + 1.0, + 0.9973900318145752, + 0.9980061650276184, + 1.0, + 1.0, + 0.9980047941207886, + 1.0, + 0.9998754858970642, + 0.9985052347183228, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980173110961914, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9983910918235779, + 0.9964050650596619, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997528195381165, + 1.0, + 0.999011754989624, + 1.0, + 1.0, + 1.0, + 0.9998769760131836, + 1.0, + 1.0, + 0.9990183115005493, + 1.0, + 0.999264657497406, + 1.0, + 1.0, + 0.9984104037284851, + 0.994121253490448, + 1.0, + 1.0, + 1.0, + 0.9995107054710388, + 0.9966952204704285, + 0.9984035491943359, + 1.0, + 0.9974191784858704, + 1.0, + 1.0, + 0.9963189959526062, + 0.9979063868522644, + 0.997901976108551, + 0.999505341053009, + 1.0, + 1.0, + 1.0, + 0.9976534247398376, + 0.9985144734382629, + 0.999876081943512, + 0.9992560148239136, + 1.0, + 1.0, + 0.9985212683677673, + 1.0, + 0.9956864714622498, + 1.0, + 1.0, + 0.9982732534408569, + 1.0, + 1.0, + 0.9988895058631897, + 1.0, + 0.9965538382530212, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996318221092224, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996348023414612, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998799562454224, + 1.0, + 0.9980853796005249, + 0.9998801350593567, + 1.0, + 1.0, + 1.0, + 0.9977266788482666, + 0.997841477394104, + 0.9975964426994324, + 0.9995181560516357, + 1.0, + 0.9985538721084595, + 1.0, + 1.0, + 0.9986740946769714, + 0.9992757439613342, + 1.0, + 0.996861457824707, + 0.9995155930519104, + 1.0, + 0.9998789429664612, + 0.9966093897819519, + 0.9993924498558044, + 1.0, + 0.9981802701950073, + 0.9991492033004761, + 1.0, + 0.999756932258606, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985520839691162, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997590780258179, + 1.0, + 1.0, + 0.9997604489326477, + 0.9997603893280029, + 0.9998801946640015, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999880850315094, + 0.9989269971847534, + 1.0, + 1.0, + 1.0, + 0.9990475177764893, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998811483383179, + 0.9990492463111877, + 0.9972638487815857, + 0.9957056045532227, + 1.0, + 0.9997603893280029, + 0.9982025027275085, + 1.0, + 0.9997602105140686, + 0.9964028596878052, + 0.9990373253822327, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997597932815552, + 0.9993991851806641, + 0.9984368681907654, + 0.9998795986175537, + 1.0, + 0.996025562286377, + 0.9997581243515015, + 1.0, + 0.9998791217803955, + 1.0, + 1.0, + 1.0, + 0.9996386170387268, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9979650974273682, + 1.0, + 0.9998801946640015, + 1.0, + 1.0, + 0.9997606873512268, + 1.0, + 1.0, + 0.9998806715011597, + 1.0, + 0.9991651177406311, + 1.0, + 1.0, + 0.999403178691864, + 0.9998806118965149, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996422529220581, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978559017181396, + 1.0, + 1.0, + 1.0, + 0.999880850315094, + 0.9977365136146545, + 1.0, + 1.0, + 1.0, + 0.9982104301452637, + 0.9992828369140625, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998807311058044, + 1.0, + 1.0, + 1.0, + 0.9996426701545715, + 0.9995235204696655, + 0.9991656541824341, + 1.0, + 0.9994053244590759, + 0.9997619986534119, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984591007232666, + 0.9995251893997192, + 0.9982185363769531, + 1.0, + 0.9998815059661865, + 0.9978675842285156, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999763011932373, + 0.9982223510742188, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9978675842285156, + 0.9998813271522522, + 1.0, + 1.0, + 0.9989321231842041, + 1.0, + 1.0, + 1.0, + 0.9996451139450073, + 1.0, + 1.0, + 0.997164785861969, + 0.9997630715370178, + 1.0, + 0.9994075894355774, + 0.999881386756897, + 1.0, + 0.9972732663154602, + 1.0, + 1.0, + 1.0, + 0.9995247721672058, + 0.9978607296943665, + 0.9995236396789551, + 1.0, + 0.9992852210998535, + 1.0, + 0.9996424317359924, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9992851614952087, + 1.0, + 1.0, + 0.9984538555145264, + 0.9983323216438293, + 0.9990454912185669, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995247721672058, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998818039894104, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995276927947998, + 1.0, + 1.0, + 1.0, + 0.9997642040252686, + 1.0, + 1.0, + 1.0, + 0.9981213808059692, + 0.9994118213653564, + 1.0, + 0.9990586042404175, + 0.9982331991195679, + 0.999646008014679, + 0.9996458292007446, + 0.9996457695960999, + 0.9996456503868103, + 1.0, + 0.9964551329612732, + 1.0, + 0.9992890357971191, + 0.9998814463615417, + 1.0, + 1.0, + 0.9996443390846252, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999172031879425, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997653961181641, + 0.9996480345726013, + 0.9996479153633118, + 1.0, + 1.0, + 0.9962515830993652, + 1.0, + 1.0, + 1.0, + 0.9974178075790405, + 1.0, + 1.0, + 0.9992944598197937, + 1.0, + 0.9996472001075745, + 1.0, + 1.0, + 1.0, + 0.999647319316864, + 0.9997648000717163, + 1.0, + 0.9997647404670715, + 1.0, + 1.0, + 0.9984729290008545, + 1.0, + 0.9998825788497925, + 1.0, + 1.0, + 0.9995322227478027, + 0.9997659921646118, + 0.9995319843292236, + 1.0, + 1.0, + 0.9996497631072998, + 0.9992994070053101, + 1.0, + 0.9997663497924805, + 0.9988316297531128, + 0.9992982149124146, + 0.9997658729553223, + 0.9998829364776611, + 0.99906325340271, + 1.0 + ], + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956732988357544, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9976905584335327, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984627366065979, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999264121055603, + 0.9966863393783569, + 1.0, + 1.0, + 1.0, + 0.9901407957077026, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952120780944824, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9946417212486267, + 1.0, + 0.9996655583381653, + 0.9966543912887573, + 0.9963074922561646, + 1.0, + 1.0, + 0.9996657371520996, + 1.0, + 0.9933266639709473, + 0.9976487159729004, + 1.0, + 1.0, + 1.0, + 0.9953457713127136, + 1.0, + 1.0, + 0.9990138411521912, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9971163272857666, + 0.9926093220710754, + 0.9967626929283142, + 0.9873335957527161, + 1.0, + 0.9953978061676025, + 0.9924042820930481, + 0.9876871705055237, + 0.9952830672264099, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977206587791443, + 0.9993472099304199, + 1.0, + 0.9977280497550964, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9941622614860535, + 0.9944216012954712, + 0.9991142749786377, + 0.9949763417243958, + 0.9952479600906372, + 0.9958221316337585, + 1.0, + 0.9985016584396362, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952955842018127, + 0.9988182187080383, + 1.0, + 0.9967589974403381, + 1.0, + 1.0, + 0.9911634922027588, + 0.9991084337234497, + 1.0, + 1.0, + 1.0, + 0.9982420206069946, + 1.0, + 1.0, + 0.9976785182952881, + 0.9991274476051331, + 1.0, + 0.9901018142700195, + 0.995001494884491, + 0.9976359009742737, + 0.9997038841247559, + 0.993481457233429, + 0.9901580810546875, + 0.9981927275657654, + 0.987326443195343, + 0.9993888139724731, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9948500990867615, + 0.9926918745040894, + 0.986503005027771, + 0.9975124597549438, + 1.0, + 0.9894047975540161, + 1.0, + 1.0, + 0.991546630859375, + 0.9940006732940674, + 0.993964433670044, + 1.0, + 1.0, + 1.0, + 0.9813113808631897, + 0.9964492917060852, + 0.9935212135314941, + 0.9986957907676697, + 1.0, + 1.0, + 1.0, + 0.9996786117553711, + 0.9926044344902039, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996574342250824, + 1.0, + 1.0, + 1.0, + 0.9896751046180725, + 1.0, + 0.9874664545059204, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972388744354248, + 1.0, + 1.0, + 0.9909692406654358, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990607500076294, + 0.9989031553268433, + 1.0, + 1.0, + 0.9961186051368713, + 1.0, + 1.0, + 1.0, + 0.9967846274375916, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995558857917786, + 0.9989632368087769, + 1.0, + 1.0, + 0.9992656707763672, + 0.9933862686157227, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972314834594727, + 0.995616614818573, + 1.0, + 1.0, + 0.9972282648086548, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9964002966880798, + 1.0, + 1.0, + 0.9984323382377625, + 0.9992863535881042, + 0.9958577752113342, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9952092170715332, + 0.9998584389686584, + 1.0, + 1.0, + 1.0, + 0.999159574508667, + 1.0, + 0.9976183772087097, + 1.0, + 0.9966419339179993, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991771578788757, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9990573525428772, + 1.0, + 0.9981164932250977, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981325268745422, + 1.0, + 1.0, + 1.0, + 0.9972092509269714, + 1.0, + 0.9986703991889954, + 1.0, + 1.0, + 1.0, + 0.9970887899398804, + 1.0, + 1.0, + 1.0, + 0.9969756603240967, + 1.0, + 0.9972444772720337, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998693466186523, + 1.0, + 1.0, + 0.999093234539032, + 1.0, + 1.0, + 0.9996136426925659, + 0.9988403916358948, + 0.9996129274368286, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989773631095886, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980957508087158, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.993823230266571, + 1.0, + 0.999620795249939, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991205334663391, + 1.0, + 1.0, + 0.9954813122749329, + 1.0, + 1.0, + 0.9988714456558228, + 1.0, + 0.9983725547790527, + 1.0, + 1.0, + 0.9989994168281555, + 1.0, + 0.9964995980262756, + 1.0, + 0.9990032315254211, + 0.9985033273696899, + 0.9982513785362244, + 1.0, + 1.0, + 0.9992512464523315, + 1.0, + 1.0, + 1.0, + 0.9976317882537842, + 0.9998750686645508, + 0.9998750686645508, + 1.0, + 1.0, + 1.0, + 0.9947578310966492, + 1.0, + 0.998624324798584, + 1.0, + 0.9957452416419983, + 1.0, + 1.0, + 0.9997497200965881, + 1.0, + 1.0, + 0.9985024333000183, + 1.0, + 0.9988753795623779, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999009907245636, + 0.999876081943512, + 1.0, + 0.9990147948265076, + 1.0, + 1.0, + 0.9998769164085388, + 0.9981540441513062, + 0.9985204935073853, + 1.0, + 0.997533917427063, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9977859854698181, + 0.9975345134735107, + 0.9980226755142212, + 0.999380886554718, + 0.997769832611084, + 1.0, + 1.0, + 1.0, + 0.9967778325080872, + 1.0, + 0.998013436794281, + 0.9991291165351868, + 1.0, + 0.999377965927124, + 0.9968878626823425, + 1.0, + 1.0, + 1.0, + 0.9970160126686096, + 0.9991271495819092, + 0.9990014433860779, + 0.9971264600753784, + 0.9972434639930725, + 1.0, + 1.0, + 1.0, + 0.9937640428543091, + 1.0, + 0.9997490048408508, + 0.9984936118125916, + 1.0, + 0.9953610897064209, + 0.9967250823974609, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997493028640747, + 1.0, + 1.0, + 1.0, + 0.9993757009506226, + 0.9982509016990662, + 0.9969962239265442, + 1.0, + 0.9986192584037781, + 0.9925842881202698, + 1.0, + 0.9979795813560486, + 0.9984815716743469, + 1.0, + 0.9959601163864136, + 0.9983521699905396, + 1.0, + 1.0, + 0.9986101984977722, + 0.9935476183891296, + 0.9993633031845093, + 1.0, + 0.9975848197937012, + 0.9984709620475769, + 0.9996171593666077, + 1.0, + 1.0, + 0.9994900822639465, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999874472618103, + 1.0, + 1.0, + 0.9993776679039001, + 1.0, + 1.0, + 0.9993829727172852, + 1.0, + 0.999259352684021, + 1.0, + 1.0, + 1.0, + 0.9982873201370239, + 1.0, + 0.9998777508735657, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995134472846985, + 0.9993915557861328, + 0.9992694854736328, + 0.9987815022468567, + 0.9981700778007507, + 0.9985333681106567, + 0.9974295496940613, + 1.0, + 0.996320366859436, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998779296875, + 0.9987787008285522, + 0.9996331930160522, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996336698532104, + 1.0, + 1.0, + 0.9998781085014343, + 1.0, + 1.0, + 1.0, + 0.9997573494911194, + 1.0, + 0.9972110390663147, + 1.0, + 0.9990284442901611, + 0.9967176914215088, + 0.9998780488967896, + 0.9976823329925537, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999147355556488, + 0.9996341466903687, + 0.9991462826728821, + 0.9980468153953552, + 1.0, + 0.9990227818489075, + 0.997310221195221, + 1.0, + 0.999388575553894, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9967133402824402, + 1.0, + 1.0, + 0.9998781085014343, + 1.0, + 0.9991483688354492, + 1.0, + 1.0, + 0.9975695610046387, + 1.0, + 0.9998781681060791, + 0.9980514049530029, + 0.9997559189796448, + 1.0, + 1.0, + 0.9970771074295044, + 1.0, + 0.9990231990814209, + 1.0, + 1.0, + 1.0, + 0.9991459846496582, + 1.0, + 0.9985376596450806, + 0.997803270816803, + 1.0, + 0.9997553825378418, + 0.9981648921966553, + 1.0, + 0.9985302686691284, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9993917942047119, + 0.9986611604690552, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9969751834869385, + 1.0, + 0.9956310391426086, + 0.9960995316505432, + 0.9997552633285522, + 1.0, + 1.0, + 0.9992679953575134, + 1.0, + 1.0, + 1.0, + 0.9998780488967896, + 0.9998781085014343, + 0.9959756135940552, + 1.0, + 0.9959638118743896, + 0.9987719655036926, + 0.9996311664581299, + 0.9991389513015747, + 0.9979071617126465, + 0.9942018389701843, + 0.9967738389968872, + 1.0, + 0.9971470236778259, + 1.0, + 1.0, + 1.0, + 0.9995071887969971, + 1.0, + 1.0, + 0.9986463785171509, + 1.0, + 1.0, + 0.9976655840873718, + 1.0, + 0.999754011631012, + 1.0, + 0.9997540712356567, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973282217979431, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999879002571106, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986727833747864, + 1.0, + 1.0, + 0.9979498386383057, + 0.9998791217803955, + 0.9995166063308716, + 1.0, + 0.9993965029716492, + 1.0, + 1.0, + 1.0, + 0.9984371662139893, + 1.0, + 0.9985563158988953, + 1.0, + 0.9989162683486938, + 0.9995178580284119, + 1.0, + 1.0, + 1.0, + 0.9986748695373535, + 1.0, + 0.9991557002067566, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991576075553894, + 1.0, + 0.9998796582221985, + 0.9990374445915222, + 1.0, + 1.0, + 1.0, + 0.9985601902008057, + 0.999879777431488, + 1.0, + 0.9991598725318909, + 1.0, + 1.0, + 0.9969987869262695, + 0.9997591376304626, + 0.9997591376304626, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996406435966492, + 1.0, + 1.0, + 0.9988057017326355, + 1.0, + 1.0, + 0.9984517693519592, + 0.9998807311058044, + 0.9998807311058044, + 1.0, + 1.0, + 0.9992852210998535, + 1.0, + 1.0, + 0.9995243549346924, + 1.0, + 1.0, + 1.0, + 0.9998816251754761, + 1.0, + 1.0, + 0.9992896318435669, + 0.9977487921714783, + 0.9979812502861023, + 0.9998810291290283, + 0.999523937702179, + 1.0, + 0.9980981945991516, + 1.0, + 1.0, + 0.9973812699317932, + 1.0, + 0.9996430277824402, + 1.0, + 0.9997620582580566, + 1.0, + 1.0, + 1.0, + 0.999643862247467, + 0.9992873668670654, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996250331401825, + 1.0, + 1.0, + 0.9975326061248779, + 0.9989398717880249, + 0.9983493089675903, + 0.9996456503868103, + 1.0, + 0.9979924559593201, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995269775390625, + 1.0, + 0.9983440041542053, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996454119682312, + 1.0, + 1.0, + 0.9985864758491516, + 0.9951633214950562, + 1.0, + 0.9977514743804932, + 0.9988139271736145, + 0.9996437430381775, + 1.0, + 1.0, + 0.9988151788711548, + 1.0, + 1.0, + 0.9962058663368225, + 1.0, + 0.9984529614448547, + 0.9997615814208984, + 0.9988078474998474, + 0.9982095956802368, + 1.0, + 0.9997608661651611, + 1.0, + 0.9982070326805115, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996454119682312, + 1.0, + 0.9997637867927551, + 1.0, + 0.9997640252113342, + 0.9982300996780396, + 1.0, + 1.0, + 0.9977625608444214, + 1.0, + 0.9998825192451477, + 1.0, + 0.9983548521995544, + 0.9996469020843506, + 0.9995290040969849, + 0.9985864758491516, + 0.9983484148979187, + 0.9996455311775208, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9963439106941223, + 1.0, + 1.0, + 0.9969234466552734, + 0.9997625946998596, + 1.0, + 1.0, + 0.9991703033447266, + 1.0, + 0.9997631907463074, + 0.99952632188797, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996709406375885, + 0.9995284080505371, + 0.9998819828033447, + 0.9998820424079895, + 0.9997640252113342, + 1.0, + 1.0, + 0.9996469020843506, + 1.0, + 1.0, + 1.0, + 0.999765157699585, + 0.9998825788497925, + 1.0, + 1.0, + 0.9997652173042297, + 0.9995303153991699, + 1.0, + 0.9998826384544373, + 1.0, + 1.0, + 0.9995306730270386, + 1.0, + 1.0, + 0.9997661113739014, + 1.0, + 0.9987134337425232, + 0.9977749586105347, + 1.0, + 0.9988264441490173, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999882698059082, + 0.9995304942131042, + 0.9989432096481323, + 0.9998824000358582, + 1.0, + 0.9985895752906799, + 1.0, + 1.0, + 0.9987061619758606, + 0.9985867142677307, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9982431530952454, + 0.999882698059082, + 1.0, + 0.9984747171401978, + 1.0, + 1.0, + 0.9981223344802856, + 0.9992944598197937, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997656941413879, + 1.0, + 1.0, + 0.9996484518051147, + 1.0, + 0.9995314478874207, + 0.9997655749320984, + 0.9997655749320984, + 0.9995310306549072, + 1.0, + 1.0, + 1.0, + 0.9998830556869507, + 0.9997659921646118, + 0.997893750667572, + 1.0, + 0.9976599812507629, + 1.0, + 0.9995314478874207, + 1.0, + 1.0, + 1.0, + 0.9998829364776611, + 1.0, + 1.0, + 1.0, + 0.9998830556869507, + 0.9997659921646118, + 1.0, + 0.999298095703125, + 1.0, + 1.0, + 0.9996491074562073, + 0.999648928642273, + 1.0, + 1.0, + 0.9998832941055298, + 1.0, + 1.0, + 1.0, + 0.9990699291229248, + 1.0, + 0.9997674822807312 + ] + ], + "consistencies": [ + 2.757448196411133, + -2.5305352210998535, + 0.05146676301956177, + 0.47553402185440063, + 0.36436784267425537, + 0.4054443836212158, + 0.40786004066467285, + 0.47418761253356934, + 0.6397378444671631, + 0.618309736251831, + 0.6797702312469482, + 0.5765447020530701, + 0.5892981886863708, + 0.5959098935127258, + 0.558989405632019, + 0.5420389175415039, + 0.5567361116409302, + 0.5248486995697021, + 0.45764368772506714, + 0.4739338159561157, + 0.47743451595306396, + 0.536435604095459, + 0.5310460329055786, + 0.5344423651695251, + 0.5457127094268799, + 0.5499927997589111, + 0.5752583742141724, + 0.5730233192443848, + 0.5537787675857544, + 0.5306092500686646, + 0.5325480699539185, + 0.49866271018981934, + 0.5095627307891846, + 0.5182713270187378, + 0.5112071633338928, + 0.5110719799995422, + 0.49784696102142334, + 0.4978075623512268, + 0.513346254825592, + 0.5176153182983398, + 0.5207096338272095, + 0.5504779815673828, + 0.5777480602264404, + 0.5790610313415527, + 0.5689241290092468, + 0.5657488107681274, + 0.545795202255249, + 0.5778220891952515, + 0.5957719087600708, + 0.6027251482009888, + 0.6136231422424316, + 0.6149537563323975, + 0.6028306484222412, + 0.6132642030715942, + 0.6204197406768799, + 0.6172240972518921, + 0.6017255187034607, + 0.6043984889984131, + 0.6046710014343262, + 0.6126174926757812, + 0.6144859194755554, + 0.6210145950317383, + 0.6204351782798767, + 0.6363070607185364, + 0.6227498054504395, + 0.6390143632888794, + 0.6656138896942139, + 0.6594768166542053, + 0.6546414494514465, + 0.6283751726150513, + 0.628725528717041, + 0.6237273812294006, + 0.633188009262085, + 0.6750692129135132, + 0.6771169900894165, + 0.6670600771903992, + 0.6521358489990234, + 0.6363173723220825, + 0.6394504308700562, + 0.6446455717086792, + 0.6415953636169434, + 0.6632936000823975, + 0.6588054895401001, + 0.6621627807617188, + 0.6440569758415222, + 0.6582150459289551, + 0.6442241668701172, + 0.6497408747673035, + 0.6408854722976685, + 0.6495873928070068, + 0.6652966737747192, + 0.6675312519073486, + 0.6727120876312256, + 0.6811624765396118, + 0.6589953899383545, + 0.6818827390670776, + 0.712575376033783, + 0.7234847545623779, + 0.7319176197052002, + 0.7178614139556885, + 0.7366946935653687, + 0.742356538772583, + 0.740158200263977, + 0.7289301156997681, + 0.7127006649971008, + 0.7377222180366516, + 0.7172310948371887, + 0.7235499620437622, + 0.7321248054504395, + 0.7346035242080688, + 0.7419041395187378, + 0.7632954120635986, + 0.7764431834220886, + 0.7780932188034058, + 0.7943058013916016, + 0.811957061290741, + 0.8242058157920837, + 0.8209065198898315, + 0.839212954044342, + 0.8557342290878296, + 0.8633645176887512, + 0.8436635136604309, + 0.8326871395111084, + 0.8073570728302002, + 0.8120940923690796, + 0.814838171005249, + 0.8180067539215088, + 0.8355668187141418, + 0.8512095212936401, + 0.8703753352165222, + 0.8857495784759521, + 0.8963335156440735, + 0.8936406373977661, + 0.8856835961341858, + 0.9107400178909302, + 0.9327324032783508, + 0.9540319442749023, + 0.9634169936180115, + 0.9678738713264465, + 0.9517430663108826, + 0.9109551906585693, + 0.8993399143218994, + 0.8658289909362793, + 0.8638095259666443, + 0.8493369817733765, + 0.8451164960861206, + 0.8262941241264343, + 0.789167046546936, + 0.7641173601150513, + 0.7443220615386963, + 0.7252321243286133, + 0.7077127695083618, + 0.6735804080963135, + 0.6568965911865234, + 0.6350223422050476, + 0.6242343783378601, + 0.5974189043045044, + 0.5727181434631348, + 0.5471978187561035, + 0.526219367980957, + 0.5015219449996948, + 0.4908972978591919, + 0.4913517236709595, + 0.4725845456123352, + 0.4623475670814514, + 0.4506379961967468, + 0.45057612657546997, + 0.42408424615859985, + 0.4080052971839905, + 0.40165919065475464, + 0.3808565139770508, + 0.3803958296775818, + 0.3691380023956299, + 0.36394286155700684, + 0.3353540897369385, + 0.32234835624694824, + 0.3236961364746094, + 0.33068376779556274, + 0.32568031549453735, + 0.30996209383010864, + 0.3086199164390564, + 0.29081279039382935, + 0.284709095954895, + 0.28415220975875854, + 0.2749318480491638, + 0.2821122407913208, + 0.27281445264816284, + 0.2667655348777771, + 0.2565668225288391, + 0.2571038603782654, + 0.24619007110595703, + 0.2343519926071167, + 0.23870354890823364, + 0.23400074243545532, + 0.24191468954086304, + 0.2471485733985901, + 0.2555837631225586, + 0.24323225021362305, + 0.25534266233444214, + 0.23855769634246826, + 0.23254340887069702, + 0.229439377784729, + 0.2607688903808594, + 0.2579622268676758, + 0.259662389755249, + 0.26606327295303345, + 0.28382331132888794, + 0.3038082718849182, + 0.3046337366104126, + 0.3176298141479492, + 0.32779479026794434, + 0.33406931161880493, + 0.341952919960022, + 0.34283918142318726, + 0.3572249412536621, + 0.35853153467178345, + 0.3768446445465088, + 0.383230984210968, + 0.3922015428543091, + 0.3962016701698303, + 0.4080299735069275, + 0.41465914249420166, + 0.4136403203010559, + 0.4169536232948303, + 0.41375547647476196, + 0.40898895263671875, + 0.40832382440567017, + 0.39347827434539795, + 0.3967530131340027, + 0.401858925819397, + 0.411143958568573, + 0.41146284341812134, + 0.3994089961051941, + 0.4012877345085144, + 0.3964558243751526, + 0.40218353271484375, + 0.39697450399398804, + 0.388674795627594, + 0.38844943046569824, + 0.39677363634109497, + 0.39388585090637207, + 0.3978230357170105, + 0.3955414295196533, + 0.3901256322860718, + 0.39388489723205566, + 0.3967164158821106, + 0.39831024408340454, + 0.3976355791091919, + 0.39166325330734253, + 0.3929674029350281, + 0.3869003653526306, + 0.38079333305358887, + 0.38479936122894287, + 0.38895827531814575, + 0.39301538467407227, + 0.38883620500564575, + 0.38714599609375, + 0.38657140731811523, + 0.3824334740638733, + 0.36762934923171997, + 0.36130112409591675, + 0.35792720317840576, + 0.34968793392181396, + 0.3527664542198181, + 0.3479790687561035, + 0.33896464109420776, + 0.3346320390701294, + 0.3391396403312683, + 0.3417571187019348, + 0.3416813015937805, + 0.34147506952285767, + 0.34144437313079834, + 0.347381055355072, + 0.34969860315322876, + 0.3475345969200134, + 0.3522791862487793, + 0.3534535765647888, + 0.3494916558265686, + 0.3529117703437805, + 0.3589754104614258, + 0.35709148645401, + 0.3616611957550049, + 0.3668307065963745, + 0.3682975769042969, + 0.3698573112487793, + 0.3713451623916626, + 0.37828177213668823, + 0.3803224563598633, + 0.377474308013916, + 0.368094265460968, + 0.3680548667907715, + 0.3704162836074829, + 0.36378681659698486, + 0.3630836009979248, + 0.36286747455596924, + 0.3641003370285034, + 0.3546406030654907, + 0.358964741230011, + 0.3589392900466919, + 0.3542671203613281, + 0.3464301824569702, + 0.35160624980926514, + 0.3486393094062805, + 0.34662067890167236, + 0.3477850556373596, + 0.3448891043663025, + 0.34559112787246704, + 0.3433111906051636, + 0.3456162214279175, + 0.34405767917633057, + 0.35197633504867554, + 0.35255616903305054, + 0.34750503301620483, + 0.3512052297592163, + 0.34856116771698, + 0.3430233597755432, + 0.33683985471725464, + 0.33734995126724243, + 0.3353564143180847, + 0.3344190716743469, + 0.33656227588653564, + 0.33389812707901, + 0.33357536792755127, + 0.3263291120529175, + 0.3277336359024048, + 0.3277736306190491, + 0.3244780898094177, + 0.3230428099632263, + 0.3208487033843994, + 0.31471359729766846, + 0.3158349394798279, + 0.31207525730133057, + 0.3112471103668213, + 0.31304556131362915, + 0.31288135051727295, + 0.30975204706192017, + 0.3107210397720337, + 0.3092922568321228, + 0.31138044595718384, + 0.31154102087020874, + 0.3069576025009155, + 0.3036065697669983, + 0.3007603883743286, + 0.30127137899398804, + 0.2976032495498657, + 0.29590755701065063, + 0.29438257217407227, + 0.29772406816482544, + 0.29759031534194946, + 0.29711586236953735, + 0.2980472445487976, + 0.2991301417350769, + 0.29445070028305054, + 0.2949450612068176, + 0.28819888830184937, + 0.2888243794441223, + 0.2874000668525696, + 0.2812063694000244, + 0.28020912408828735, + 0.27774912118911743, + 0.28290635347366333, + 0.2810608148574829, + 0.27810031175613403, + 0.2850513458251953, + 0.284603476524353, + 0.2879685163497925, + 0.28634965419769287, + 0.2885327935218811, + 0.2884809374809265, + 0.2846715450286865, + 0.28387194871902466, + 0.27992522716522217, + 0.278569757938385, + 0.2841135859489441, + 0.28168249130249023, + 0.28317999839782715, + 0.27858513593673706, + 0.27854472398757935, + 0.2854241728782654, + 0.284726083278656, + 0.2869206666946411, + 0.2805899977684021, + 0.280953586101532, + 0.28032952547073364, + 0.28326576948165894, + 0.27972936630249023, + 0.2800142765045166, + 0.27337390184402466, + 0.2737460136413574, + 0.2737668752670288, + 0.27543097734451294, + 0.27280306816101074, + 0.27886098623275757, + 0.2775288224220276, + 0.2779610753059387, + 0.27520304918289185, + 0.27532249689102173, + 0.277702271938324, + 0.27845942974090576, + 0.2822585105895996, + 0.27746933698654175, + 0.2795521020889282, + 0.28253573179244995, + 0.28396058082580566, + 0.2818866968154907, + 0.2805755138397217, + 0.28066760301589966, + 0.2844286561012268, + 0.28772610425949097, + 0.2892192602157593, + 0.28803908824920654, + 0.28910893201828003, + 0.28051847219467163, + 0.2773142457008362, + 0.27178168296813965, + 0.26925450563430786, + 0.268279492855072, + 0.25693219900131226, + 0.2558595538139343, + 0.24892228841781616, + 0.24256771802902222, + 0.23549377918243408, + 0.22736084461212158, + 0.23148953914642334, + 0.21182966232299805, + 0.21455568075180054, + 0.21487677097320557, + 0.22806912660598755, + 0.2233549952507019, + 0.2373371720314026, + 0.24710768461227417, + 0.2511146068572998, + 0.25604015588760376, + 0.27265435457229614, + 0.2928096055984497, + 0.30401718616485596, + 0.32011306285858154, + 0.3379939794540405, + 0.35304659605026245, + 0.377516508102417, + 0.39075034856796265, + 0.3911172151565552, + 0.4342666268348694, + 0.4489549398422241, + 0.4591103196144104, + 0.46512120962142944, + 0.4802356958389282, + 0.4848443865776062, + 0.4927040934562683, + 0.5124238133430481, + 0.5316414833068848, + 0.5306501388549805, + 0.5390610694885254, + 0.5508276224136353, + 0.5563066601753235, + 0.5622072219848633, + 0.5628540515899658, + 0.5693089365959167, + 0.5831785202026367, + 0.5890238881111145, + 0.6050615310668945, + 0.6096080541610718, + 0.623052716255188, + 0.6345270872116089, + 0.6545323133468628, + 0.6568628549575806, + 0.6650989055633545, + 0.6862608790397644, + 0.6912834644317627, + 0.6880789995193481, + 0.691102921962738, + 0.707856297492981, + 0.7245492935180664, + 0.7319298982620239, + 0.7471244931221008, + 0.7591551542282104, + 0.7605903148651123, + 0.7691540122032166, + 0.7754632830619812, + 0.7878095507621765, + 0.790992021560669, + 0.7925195097923279, + 0.8033031225204468, + 0.8022845983505249, + 0.8079464435577393, + 0.8150513172149658, + 0.8167320489883423, + 0.8113999366760254, + 0.8118097186088562, + 0.8161778450012207, + 0.8192729949951172, + 0.8298664093017578, + 0.8330491781234741, + 0.8374220728874207, + 0.8345154523849487, + 0.8384441137313843, + 0.8449205756187439, + 0.8501698970794678, + 0.8546229600906372, + 0.855254054069519, + 0.8635590076446533, + 0.8559907674789429, + 0.8601723909378052, + 0.8691459894180298, + 0.874471127986908, + 0.8718884587287903, + 0.8780093789100647, + 0.8788771629333496, + 0.8855782151222229, + 0.8859378099441528, + 0.8898462653160095, + 0.8900208473205566, + 0.8925673961639404, + 0.8960275650024414, + 0.8975182771682739, + 0.9033088088035583, + 0.8976507186889648, + 0.8991506099700928, + 0.8989002704620361, + 0.9001884460449219, + 0.9007623195648193, + 0.906911313533783, + 0.9119613766670227, + 0.9126208424568176, + 0.9160904884338379, + 0.9102351665496826, + 0.9137975573539734, + 0.9186404347419739, + 0.9204216599464417, + 0.9229433536529541, + 0.9228686690330505, + 0.9251501560211182, + 0.9252069592475891, + 0.9275584816932678, + 0.9306069016456604, + 0.9346243739128113, + 0.9374857544898987, + 0.9427329301834106, + 0.9468998312950134, + 0.9503462314605713, + 0.951820969581604, + 0.953898549079895, + 0.9532995820045471, + 0.9592389464378357, + 0.9565432667732239, + 0.9597949385643005, + 0.9570043683052063, + 0.9607458114624023, + 0.9592592716217041, + 0.9590627551078796, + 0.9591094255447388, + 0.9601719379425049, + 0.9635741114616394, + 0.9641613364219666, + 0.9659567475318909, + 0.9677112698554993, + 0.9594823718070984, + 0.9613667130470276, + 0.9594956636428833, + 0.9602301716804504, + 0.9521110653877258, + 0.9512481689453125, + 0.9472010731697083, + 0.9430151581764221, + 0.9405410885810852, + 0.9361386895179749, + 0.935417652130127, + 0.935809850692749, + 0.9378324747085571, + 0.9411289691925049, + 0.9420276284217834, + 0.9426921606063843, + 0.946138322353363, + 0.9452319741249084, + 0.9442111253738403, + 0.9443004727363586, + 0.9450375437736511, + 0.9469295144081116, + 0.9471308588981628, + 0.951593816280365, + 0.9522045254707336, + 0.9539589285850525, + 0.9574266076087952, + 0.960160493850708, + 0.9680451154708862, + 0.9698008298873901, + 0.9695059657096863, + 0.9761337041854858, + 0.9815874099731445, + 0.9827890992164612, + 0.9807079434394836, + 0.9785267114639282, + 0.9810633063316345, + 0.9807915687561035, + 0.9814775586128235, + 0.9794488549232483, + 0.9777326583862305, + 0.979361355304718, + 0.9832456111907959, + 0.9802602529525757, + 0.9806402921676636, + 0.9789220094680786, + 0.9782902598381042, + 0.9759630560874939, + 0.9723473787307739, + 0.9719643592834473, + 0.970994770526886, + 0.9683075547218323, + 0.9715391993522644, + 0.9712656140327454, + 0.9707326292991638, + 0.9712702035903931, + 0.9748765826225281, + 0.9773645997047424, + 0.9782959222793579, + 0.9791313409805298, + 0.9792479276657104, + 0.9803397059440613, + 0.9798046946525574, + 0.9780148863792419, + 0.9765907526016235, + 0.977252185344696, + 0.9725204110145569, + 0.9732388257980347, + 0.968319296836853, + 0.969012975692749, + 0.9712036848068237, + 0.9672175049781799, + 0.9676862359046936, + 0.9703091979026794, + 0.9688709378242493, + 0.9710798859596252, + 0.9713930487632751, + 0.9633391499519348, + 0.9638370275497437, + 0.9615587592124939, + 0.9619886875152588, + 0.9609824419021606, + 0.9575929641723633, + 0.9577257633209229, + 0.9565656781196594, + 0.9536148309707642, + 0.9476941227912903, + 0.9499424695968628, + 0.9543012380599976, + 0.9563822746276855, + 0.954310953617096, + 0.9516105055809021, + 0.9497613906860352, + 0.9516167044639587, + 0.952043354511261, + 0.9480783939361572, + 0.9480286240577698, + 0.9481778740882874, + 0.9426147937774658, + 0.9415525197982788, + 0.9407624006271362, + 0.9426658153533936, + 0.9417096376419067, + 0.9366792440414429, + 0.9402254819869995, + 0.9415755271911621, + 0.9396076202392578, + 0.9420148730278015, + 0.9488285779953003, + 0.9526357650756836, + 0.9514694809913635, + 0.9526242613792419, + 0.9509789943695068, + 0.9507392048835754, + 0.9534207582473755, + 0.9491668939590454, + 0.9485660791397095, + 0.957383930683136, + 0.9562491178512573, + 0.9557457566261292, + 0.954110860824585, + 0.9542778730392456, + 0.9552224278450012, + 0.9548779726028442, + 0.9561386704444885, + 0.9570008516311646, + 0.957918107509613, + 0.9592636227607727, + 0.961671769618988, + 0.9651350378990173, + 0.9651511907577515, + 0.9640021920204163, + 0.9615352749824524, + 0.9640896916389465, + 0.9676292538642883, + 0.9709811210632324, + 0.9803506135940552, + 0.9833924174308777, + 0.9851922392845154, + 0.9783240556716919, + 0.9805758595466614, + 0.9837339520454407, + 0.984369158744812, + 0.984987199306488, + 0.9856867790222168, + 0.9851948618888855, + 0.9871397614479065, + 0.9862320423126221, + 0.9858798384666443, + 0.9876908659934998, + 0.9845890998840332, + 0.9850375652313232, + 0.9841874241828918, + 0.9807658195495605, + 0.9808298945426941, + 0.9803760051727295, + 0.9767627120018005, + 0.9770733714103699, + 0.9690812826156616, + 0.971136748790741, + 0.9687824845314026, + 0.9689011573791504, + 0.9668867588043213, + 0.9666290879249573, + 0.9626019597053528, + 0.9576377272605896, + 0.9619519710540771, + 0.9599608778953552, + 0.9602819681167603, + 0.9604156017303467, + 0.9585725665092468, + 0.9600138664245605, + 0.9574798941612244, + 0.9563389420509338, + 0.9621537327766418, + 0.9636677503585815, + 0.96400386095047, + 0.9609177112579346, + 0.9613133668899536, + 0.9629684090614319, + 0.9599950909614563, + 0.9598495960235596, + 0.9629866480827332, + 0.9667398929595947, + 0.9720903038978577, + 0.9751376509666443, + 0.9758867025375366, + 0.9820048213005066, + 0.9814301133155823, + 0.9825006723403931, + 0.9826155304908752, + 0.9847775101661682, + 0.9867305159568787, + 0.9894759058952332, + 0.990045428276062, + 0.988115668296814, + 0.9875800013542175, + 0.9927828311920166, + 0.9918850064277649, + 0.9930804967880249, + 0.9971096515655518, + 0.9966039657592773, + 0.9944910407066345, + 0.9933055639266968, + 0.9927493333816528, + 0.9881242513656616, + 0.9881163835525513, + 0.9877985715866089, + 0.9868422746658325, + 0.9905296564102173, + 0.9923126697540283, + 0.9884713888168335, + 0.9883814454078674, + 0.9866339564323425, + 0.9886179566383362, + 0.9894270300865173, + 0.990451455116272, + 0.9919860363006592, + 0.9891154170036316, + 0.982509195804596, + 0.9818347096443176, + 0.9818886518478394, + 0.9745007753372192, + 0.9760546684265137, + 0.9745548367500305, + 0.9721351861953735, + 0.9722047448158264, + 0.9705259799957275, + 0.9719645380973816, + 0.9693743586540222, + 0.9684301614761353, + 0.9636967778205872, + 0.9677161574363708, + 0.9701930284500122, + 0.9714280962944031, + 0.9718871712684631, + 0.9744135737419128, + 0.9742130637168884, + 0.9738702774047852, + 0.973474383354187, + 0.9730555415153503, + 0.9773930907249451, + 0.9778227210044861, + 0.9771555662155151, + 0.9782676696777344, + 0.9792061448097229, + 0.9817847013473511, + 0.9803878664970398, + 0.9794383645057678, + 0.9794781804084778, + 0.9769805073738098, + 0.9763441681861877, + 0.9728737473487854, + 0.9727731943130493, + 0.9701486825942993, + 0.9652166366577148, + 0.962611734867096, + 0.9624019861221313, + 0.9603990912437439, + 0.9637607932090759, + 0.9638921022415161, + 0.961887538433075, + 0.9651480913162231, + 0.9669904708862305, + 0.9682564735412598, + 0.9688854217529297, + 0.9671380519866943, + 0.9662589430809021, + 0.9716998934745789, + 0.9703207612037659, + 0.9739977717399597, + 0.973152756690979, + 0.9727674126625061, + 0.9734514951705933, + 0.97414630651474, + 0.9748150110244751, + 0.9743378162384033, + 0.9748608469963074, + 0.9725453853607178, + 0.972684919834137, + 0.9734688997268677, + 0.9728793501853943, + 0.9694575667381287, + 0.9680750370025635, + 0.9646256566047668, + 0.9625365734100342, + 0.9623910188674927, + 0.9618930816650391, + 0.9657576680183411, + 0.9662954211235046, + 0.9708041548728943, + 0.9662761092185974, + 0.9609931707382202, + 0.9600032567977905, + 0.963402271270752, + 0.965015172958374, + 0.9633802771568298, + 0.9622031450271606, + 0.9630923867225647, + 0.9646812677383423, + 0.9636494517326355, + 0.9650824666023254, + 0.967968225479126, + 0.9653114676475525, + 0.9651052951812744, + 0.9681841731071472, + 0.9673470258712769, + 0.9670565724372864, + 0.9695559144020081, + 0.9675229787826538, + 0.9675716757774353, + 0.9699684381484985, + 0.970230758190155, + 0.9690681099891663, + 0.9685865044593811, + 0.9703664183616638, + 0.9709300994873047, + 0.9694584608078003, + 0.9674564003944397, + 0.9679130911827087, + 0.9697318077087402, + 0.9698835015296936, + 0.9691789150238037, + 0.9720830321311951, + 0.9694620370864868, + 0.9718276858329773, + 0.9761384129524231, + 0.9739366173744202, + 0.9739366173744202, + 0.9751243591308594, + 0.9722627997398376, + 0.9693558812141418, + 0.9688325524330139, + 0.968727707862854, + 0.9657827615737915, + 0.9655613899230957, + 0.9652273058891296, + 0.9655977487564087, + 0.9622355103492737, + 0.9648232460021973, + 0.9649432301521301, + 0.9648362398147583, + 0.963040292263031, + 0.9658625721931458, + 0.9712278246879578, + 0.9696727991104126, + 0.9671104550361633, + 0.9667584896087646, + 0.9662284255027771, + 0.9649003148078918, + 0.9648044109344482, + 0.9677653908729553, + 0.9666337966918945, + 0.9689613580703735, + 0.9707136154174805, + 0.973098635673523, + 0.973975419998169, + 0.9736239314079285, + 0.9729791879653931, + 0.9739258885383606, + 0.9763407707214355, + 0.9781274199485779, + 0.9817582368850708, + 0.9841381311416626, + 0.9850127100944519, + 0.9854004979133606, + 0.9802922010421753, + 0.9811210036277771, + 0.980686604976654, + 0.9800045490264893, + 0.9792724251747131, + 0.9787611365318298, + 0.9817492961883545, + 0.9777572154998779, + 0.9770112037658691, + 0.9763001203536987, + 0.9741410613059998, + 0.9745609760284424, + 0.974818766117096, + 0.9741119146347046, + 0.9721594452857971, + 0.973039984703064, + 0.9716845750808716, + 0.9685788750648499, + 0.9666386842727661, + 0.9629073143005371, + 0.962377667427063, + 0.9603873491287231, + 0.9618403911590576, + 0.9607177972793579, + 0.9629724025726318, + 0.9618990421295166, + 0.964093029499054, + 0.9643620848655701, + 0.9631770849227905, + 0.9598183035850525, + 0.9632583856582642, + 0.9643076062202454, + 0.965978741645813, + 0.9675304889678955, + 0.967184841632843, + 0.9664406180381775, + 0.9675368070602417, + 0.9690265655517578, + 0.9702121615409851, + 0.9704724550247192, + 0.9692013263702393, + 0.9698309898376465, + 0.9698364734649658, + 0.9687176942825317, + 0.9687775373458862, + 0.9736457467079163, + 0.9730154871940613, + 0.9729436039924622, + 0.972847580909729, + 0.9752745628356934, + 0.9766885638237, + 0.9759747982025146, + 0.9753700494766235, + 0.9743426442146301, + 0.9743582606315613, + 0.97383713722229, + 0.9784465432167053, + 0.9787010550498962, + 0.9762926697731018, + 0.977486789226532, + 0.9757511615753174, + 0.9746710062026978, + 0.9770456552505493, + 0.9763872623443604, + 0.9755721688270569, + 0.9765704274177551, + 0.9781244397163391, + 0.9808024168014526, + 0.9756271243095398, + 0.9786787033081055, + 0.9790042042732239, + 0.9766681790351868, + 0.9759625792503357, + 0.9755395650863647, + 0.9763661026954651, + 0.9761351346969604, + 0.9756288528442383, + 0.976324737071991 + ], + "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_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_trial_metrics_scalar.json b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..79a16e97da5de71b4065ad939f61719d48bd51fb --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 1796.42333984375, + "strength": 1326.826171875, + "max_strength": 1730.86669921875, + "final_strength": 1724.6666259765625, + "sample_efficiency": 2.781736441193061e-07, + "training_efficiency": 1.7817115804064088e-05, + "stability": 0.9992532730102539, + "consistency": 0.7727658748626709 +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0.log b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..a4bf7f9566c965298b4c9a647eae71e6e59dc82d --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0.log @@ -0,0 +1,5 @@ +2026-01-06 20:12:34 | INFO | PID:1439 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:1796.42 | strength:1327 | max_strength:1731 | final_strength:1725 | sample_efficiency:2.782e-07 | training_efficiency:1.782e-05 | stability:0.9993 | consistency:0.7728 +2026-01-06 20:12:34 | INFO | PID:1439 | slm_lab.lib.logger:info | Trial 0 done +2026-01-06 20:12:34 | INFO | PID:1439 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_seaquest_2026_01_06_183440 +2026-01-06 20:12:34 | INFO | PID:1439 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-06 20:12:34 | INFO | PID:1439 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_seaquest_2026_01_06_183440 to SLM-Lab/benchmark-dev/data/ppo_atari_seaquest_2026_01_06_183440... diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s0.log b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..66d6199af9c4232c999e22b0336ded5c4f10602b --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s0.log @@ -0,0 +1,2430 @@ +2026-01-06 18:34:44 | INFO | PID:1611 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 18:35:02 | INFO | PID:1611 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3080 Ti (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-06 18:35:02 | INFO | PID:1611 | 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 18:35:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:53.33 total_reward_ma:53.33 loss:-0.02956 fps:476.2 +frame:1.00e+04 wall_t:21 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.863 +2026-01-06 18:35:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:115.00 total_reward_ma:84.17 loss:-0.03482 fps:740.7 +frame:2.00e+04 wall_t:27 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.862 +2026-01-06 18:35:20 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:125.50 total_reward_ma:97.94 loss:-0.03388 fps:937.5 +frame:3.00e+04 wall_t:32 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.838 +2026-01-06 18:35:27 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:145.00 total_reward_ma:109.71 loss:-0.03354 fps:1000 +frame:4.00e+04 wall_t:40 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.815 +2026-01-06 18:35:33 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:154.46 total_reward_ma:118.66 loss:-0.03109 fps:1087 +frame:5.00e+04 wall_t:46 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.797 +2026-01-06 18:35:39 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:167.01 total_reward_ma:126.72 loss:-0.03371 fps:1154 +frame:6.00e+04 wall_t:52 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.807 +2026-01-06 18:35:45 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:175.23 total_reward_ma:133.65 loss:-0.03041 fps:1228 +frame:7.00e+04 wall_t:57 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.779 +2026-01-06 18:35:50 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:187.37 total_reward_ma:140.36 loss:-0.03158 fps:1270 +frame:8.00e+04 wall_t:63 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.757 +2026-01-06 18:35:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:211.80 total_reward_ma:148.30 loss:-0.036 fps:1324 +frame:9.00e+04 wall_t:68 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.706 +2026-01-06 18:36:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:229.40 total_reward_ma:156.41 loss:-0.03189 fps:1351 +frame:1.00e+05 wall_t:74 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.695 +2026-01-06 18:36:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:240.60 total_reward_ma:164.06 loss:-0.03014 fps:1375 +frame:1.10e+05 wall_t:80 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.665 +2026-01-06 18:36:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:258.20 total_reward_ma:171.91 loss:-0.03045 fps:1395 +frame:1.20e+05 wall_t:86 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.655 +2026-01-06 18:36:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:265.40 total_reward_ma:179.10 loss:-0.03078 fps:1429 +frame:1.30e+05 wall_t:91 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.574 +2026-01-06 18:36:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:285.80 total_reward_ma:186.72 loss:-0.0312 fps:1443 +frame:1.40e+05 wall_t:97 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.598 +2026-01-06 18:36:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:297.60 total_reward_ma:194.11 loss:-0.03311 fps:1456 +frame:1.50e+05 wall_t:103 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.519 +2026-01-06 18:36:35 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:304.20 total_reward_ma:200.99 loss:-0.03407 fps:1481 +frame:1.60e+05 wall_t:108 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.564 +2026-01-06 18:36:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:327.40 total_reward_ma:208.43 loss:-0.03631 fps:1491 +frame:1.70e+05 wall_t:114 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.603 +2026-01-06 18:36:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:344.00 total_reward_ma:215.96 loss:-0.03019 fps:1513 +frame:1.80e+05 wall_t:119 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.571 +2026-01-06 18:36:52 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:353.20 total_reward_ma:223.18 loss:-0.02764 fps:1520 +frame:1.90e+05 wall_t:125 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.524 +2026-01-06 18:36:58 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:365.20 total_reward_ma:230.29 loss:-0.02684 fps:1538 +frame:2.00e+05 wall_t:130 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.385 +2026-01-06 18:37:03 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:375.60 total_reward_ma:237.20 loss:-0.03294 fps:1544 +frame:2.10e+05 wall_t:136 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.471 +2026-01-06 18:37:09 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:378.00 total_reward_ma:243.60 loss:-0.0345 fps:1549 +frame:2.20e+05 wall_t:142 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.479 +2026-01-06 18:37:15 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:406.40 total_reward_ma:250.68 loss:-0.02674 fps:1554 +frame:2.30e+05 wall_t:148 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.5 +2026-01-06 18:37:21 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:418.80 total_reward_ma:257.69 loss:-0.0293 fps:1558 +frame:2.40e+05 wall_t:154 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.443 +2026-01-06 18:37:26 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:429.20 total_reward_ma:264.55 loss:-0.03844 fps:1572 +frame:2.50e+05 wall_t:159 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.444 +2026-01-06 18:37:32 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:454.00 total_reward_ma:271.83 loss:-0.03234 fps:1576 +frame:2.60e+05 wall_t:165 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.416 +2026-01-06 18:37:38 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:465.80 total_reward_ma:279.02 loss:-0.02158 fps:1579 +frame:2.70e+05 wall_t:171 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.469 +2026-01-06 18:37:44 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:476.20 total_reward_ma:286.06 loss:-0.03435 fps:1582 +frame:2.80e+05 wall_t:177 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.496 +2026-01-06 18:37:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:485.00 total_reward_ma:292.92 loss:-0.03176 fps:1593 +frame:2.90e+05 wall_t:182 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.43 +2026-01-06 18:37:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:489.20 total_reward_ma:299.46 loss:-0.03408 fps:1596 +frame:3.00e+05 wall_t:188 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.413 +2026-01-06 18:38:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:496.20 total_reward_ma:305.81 loss:-0.03155 fps:1598 +frame:3.10e+05 wall_t:194 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.366 +2026-01-06 18:38:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:492.00 total_reward_ma:311.63 loss:-0.03416 fps:1600 +frame:3.20e+05 wall_t:200 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.369 +2026-01-06 18:38:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:502.20 total_reward_ma:317.40 loss:-0.02695 fps:1602 +frame:3.30e+05 wall_t:206 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.385 +2026-01-06 18:38:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:504.20 total_reward_ma:322.90 loss:-0.03251 fps:1604 +frame:3.40e+05 wall_t:212 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.415 +2026-01-06 18:38:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:506.80 total_reward_ma:328.15 loss:-0.03554 fps:1613 +frame:3.50e+05 wall_t:217 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.31 +2026-01-06 18:38:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:518.40 total_reward_ma:333.44 loss:-0.03242 fps:1607 +frame:3.60e+05 wall_t:224 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.373 +2026-01-06 18:38:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:518.80 total_reward_ma:338.45 loss:-0.03262 fps:1609 +frame:3.70e+05 wall_t:230 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.387 +2026-01-06 18:38:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:526.40 total_reward_ma:343.39 loss:-0.03465 fps:1617 +frame:3.80e+05 wall_t:235 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.386 +2026-01-06 18:38:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:527.60 total_reward_ma:348.12 loss:-0.0365 fps:1612 +frame:3.90e+05 wall_t:242 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.357 +2026-01-06 18:38:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:530.00 total_reward_ma:352.66 loss:-0.04043 fps:1613 +frame:4.00e+05 wall_t:248 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.387 +2026-01-06 18:39:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:537.00 total_reward_ma:357.16 loss:-0.03656 fps:1614 +frame:4.10e+05 wall_t:254 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.34 +2026-01-06 18:39:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:544.60 total_reward_ma:361.62 loss:-0.03047 fps:1615 +frame:4.20e+05 wall_t:260 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.338 +2026-01-06 18:39:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:541.40 total_reward_ma:365.80 loss:-0.03432 fps:1623 +frame:4.30e+05 wall_t:265 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.36 +2026-01-06 18:39:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:553.40 total_reward_ma:370.07 loss:-0.03604 fps:1624 +frame:4.40e+05 wall_t:271 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.341 +2026-01-06 18:39:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:560.80 total_reward_ma:374.30 loss:-0.03403 fps:1625 +frame:4.50e+05 wall_t:277 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.342 +2026-01-06 18:39:29 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:560.20 total_reward_ma:378.35 loss:-0.02985 fps:1631 +frame:4.60e+05 wall_t:282 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.316 +2026-01-06 18:39:35 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:565.60 total_reward_ma:382.33 loss:-0.03375 fps:1632 +frame:4.70e+05 wall_t:288 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.309 +2026-01-06 18:39:40 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:577.00 total_reward_ma:386.39 loss:-0.03682 fps:1638 +frame:4.80e+05 wall_t:293 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.278 +2026-01-06 18:39:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:582.40 total_reward_ma:390.39 loss:-0.03678 fps:1639 +frame:4.90e+05 wall_t:299 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.311 +2026-01-06 18:39:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:594.60 total_reward_ma:394.47 loss:-0.03453 fps:1645 +frame:5.00e+05 wall_t:304 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.273 +2026-01-06 18:39:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:608.80 total_reward_ma:398.67 loss:-0.03448 fps:1645 +frame:5.10e+05 wall_t:310 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.296 +2026-01-06 18:40:02 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:613.00 total_reward_ma:402.79 loss:-0.03607 fps:1651 +frame:5.20e+05 wall_t:315 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.334 +2026-01-06 18:40:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:617.80 total_reward_ma:406.85 loss:-0.03395 fps:1651 +frame:5.30e+05 wall_t:321 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.309 +2026-01-06 18:40:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:626.20 total_reward_ma:410.91 loss:-0.03547 fps:1651 +frame:5.40e+05 wall_t:327 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.36 +2026-01-06 18:40:20 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:629.00 total_reward_ma:414.88 loss:-0.03818 fps:1657 +frame:5.50e+05 wall_t:332 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.32 +2026-01-06 18:40:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:630.20 total_reward_ma:418.72 loss:-0.03574 fps:1657 +frame:5.60e+05 wall_t:338 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.298 +2026-01-06 18:40:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:638.00 total_reward_ma:422.57 loss:-0.03344 fps:1657 +frame:5.70e+05 wall_t:344 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.33 +2026-01-06 18:40:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:639.00 total_reward_ma:426.30 loss:-0.03166 fps:1657 +frame:5.80e+05 wall_t:350 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.359 +2026-01-06 18:40:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:640.60 total_reward_ma:429.93 loss:-0.03071 fps:1657 +frame:5.90e+05 wall_t:356 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.387 +2026-01-06 18:40:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:637.40 total_reward_ma:433.39 loss:-0.0346 fps:1657 +frame:6.00e+05 wall_t:362 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.352 +2026-01-06 18:40:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:641.20 total_reward_ma:436.80 loss:-0.03507 fps:1658 +frame:6.10e+05 wall_t:368 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.338 +2026-01-06 18:41:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:637.60 total_reward_ma:440.04 loss:-0.03099 fps:1658 +frame:6.20e+05 wall_t:374 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.219 +2026-01-06 18:41:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:640.60 total_reward_ma:443.22 loss:-0.03157 fps:1658 +frame:6.30e+05 wall_t:380 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.265 +2026-01-06 18:41:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:639.20 total_reward_ma:446.28 loss:-0.02364 fps:1658 +frame:6.40e+05 wall_t:386 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.254 +2026-01-06 18:41:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:644.20 total_reward_ma:449.33 loss:-0.02561 fps:1658 +frame:6.50e+05 wall_t:392 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.244 +2026-01-06 18:41:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:629.60 total_reward_ma:452.06 loss:-0.0269 fps:1658 +frame:6.60e+05 wall_t:398 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.242 +2026-01-06 18:41:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:632.00 total_reward_ma:454.74 loss:-0.02181 fps:1658 +frame:6.70e+05 wall_t:404 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.326 +2026-01-06 18:41:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:615.80 total_reward_ma:457.11 loss:-0.02447 fps:1659 +frame:6.80e+05 wall_t:410 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.208 +2026-01-06 18:41:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:612.20 total_reward_ma:459.36 loss:-0.02641 fps:1659 +frame:6.90e+05 wall_t:416 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.169 +2026-01-06 18:41:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:609.40 total_reward_ma:461.50 loss:-0.02766 fps:1659 +frame:7.00e+05 wall_t:422 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.22 +2026-01-06 18:41:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:605.40 total_reward_ma:463.53 loss:-0.02312 fps:1663 +frame:7.10e+05 wall_t:427 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.298 +2026-01-06 18:42:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:605.60 total_reward_ma:465.50 loss:-0.02963 fps:1663 +frame:7.20e+05 wall_t:433 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.153 +2026-01-06 18:42:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:609.80 total_reward_ma:467.48 loss:-0.02454 fps:1659 +frame:7.30e+05 wall_t:440 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.193 +2026-01-06 18:42:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:613.20 total_reward_ma:469.45 loss:-0.02398 fps:1659 +frame:7.40e+05 wall_t:446 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.213 +2026-01-06 18:42:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:612.80 total_reward_ma:471.36 loss:-0.03025 fps:1659 +frame:7.50e+05 wall_t:452 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.136 +2026-01-06 18:42:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:631.00 total_reward_ma:473.46 loss:-0.02656 fps:1659 +frame:7.60e+05 wall_t:458 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.138 +2026-01-06 18:42:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:636.80 total_reward_ma:475.58 loss:-0.03003 fps:1659 +frame:7.70e+05 wall_t:464 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.157 +2026-01-06 18:42:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:650.20 total_reward_ma:477.82 loss:-0.02357 fps:1663 +frame:7.80e+05 wall_t:469 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.065 +2026-01-06 18:42:42 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:663.20 total_reward_ma:480.17 loss:-0.02831 fps:1663 +frame:7.90e+05 wall_t:475 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.143 +2026-01-06 18:42:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:680.00 total_reward_ma:482.67 loss:-0.01986 fps:1663 +frame:8.00e+05 wall_t:481 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.092 +2026-01-06 18:42:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:694.80 total_reward_ma:485.29 loss:-0.01709 fps:1660 +frame:8.10e+05 wall_t:488 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.038 +2026-01-06 18:43:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:711.20 total_reward_ma:488.04 loss:-0.02519 fps:1660 +frame:8.20e+05 wall_t:494 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.01 +2026-01-06 18:43:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:716.00 total_reward_ma:490.79 loss:-0.02397 fps:1660 +frame:8.30e+05 wall_t:500 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.029 +2026-01-06 18:43:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:727.00 total_reward_ma:493.60 loss:-0.03118 fps:1660 +frame:8.40e+05 wall_t:506 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.016 +2026-01-06 18:43:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:761.20 total_reward_ma:496.75 loss:-0.02196 fps:1660 +frame:8.50e+05 wall_t:512 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.076 +2026-01-06 18:43:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:782.20 total_reward_ma:500.07 loss:-0.0276 fps:1663 +frame:8.60e+05 wall_t:517 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.032 +2026-01-06 18:43:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:788.80 total_reward_ma:503.39 loss:-0.01753 fps:1663 +frame:8.70e+05 wall_t:523 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.05 +2026-01-06 18:43:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:797.40 total_reward_ma:506.73 loss:-0.01734 fps:1664 +frame:8.80e+05 wall_t:529 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.926 +2026-01-06 18:43:42 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:822.80 total_reward_ma:510.28 loss:-0.02743 fps:1664 +frame:8.90e+05 wall_t:535 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.03 +2026-01-06 18:43:48 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:839.00 total_reward_ma:513.93 loss:-0.02431 fps:1664 +frame:9.00e+05 wall_t:541 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.078 +2026-01-06 18:43:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:848.20 total_reward_ma:517.60 loss:-0.02788 fps:1664 +frame:9.10e+05 wall_t:547 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.013 +2026-01-06 18:44:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:848.20 total_reward_ma:521.20 loss:-0.03325 fps:1664 +frame:9.20e+05 wall_t:553 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.008 +2026-01-06 18:44:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:872.20 total_reward_ma:524.97 loss:-0.02512 fps:1661 +frame:9.30e+05 wall_t:560 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.977 +2026-01-06 18:44:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:881.00 total_reward_ma:528.76 loss:-0.02062 fps:1664 +frame:9.40e+05 wall_t:565 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.942 +2026-01-06 18:44:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:885.00 total_reward_ma:532.51 loss:-0.03258 fps:1664 +frame:9.50e+05 wall_t:571 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.003 +2026-01-06 18:44:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:889.20 total_reward_ma:536.22 loss:-0.01936 fps:1661 +frame:9.60e+05 wall_t:578 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.052 +2026-01-06 18:44:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:906.00 total_reward_ma:540.04 loss:-0.03064 fps:1661 +frame:9.70e+05 wall_t:584 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.028 +2026-01-06 18:44:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:905.80 total_reward_ma:543.77 loss:-0.01657 fps:1664 +frame:9.80e+05 wall_t:589 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.99 +2026-01-06 18:44:42 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:926.80 total_reward_ma:547.64 loss:-0.03283 fps:1664 +frame:9.90e+05 wall_t:595 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.976 +2026-01-06 18:44:48 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:928.60 total_reward_ma:551.45 loss:-0.02063 fps:1664 +frame:1.00e+06 wall_t:601 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.01 +2026-01-06 18:44:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:935.60 total_reward_ma:560.27 loss:-0.02942 fps:1664 +frame:1.01e+06 wall_t:607 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.041 +2026-01-06 18:45:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:945.80 total_reward_ma:568.58 loss:-0.0323 fps:1664 +frame:1.02e+06 wall_t:613 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.102 +2026-01-06 18:45:06 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:946.80 total_reward_ma:576.79 loss:-0.02302 fps:1664 +frame:1.03e+06 wall_t:619 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.998 +2026-01-06 18:45:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:952.60 total_reward_ma:584.87 loss:-0.01237 fps:1664 +frame:1.04e+06 wall_t:625 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.079 +2026-01-06 18:45:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:961.20 total_reward_ma:592.93 loss:-0.01992 fps:1664 +frame:1.05e+06 wall_t:631 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.063 +2026-01-06 18:45:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:973.00 total_reward_ma:600.99 loss:-0.02411 fps:1664 +frame:1.06e+06 wall_t:637 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.872 +2026-01-06 18:45:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:977.40 total_reward_ma:609.02 loss:-0.01312 fps:1664 +frame:1.07e+06 wall_t:643 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.938 +2026-01-06 18:45:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:972.80 total_reward_ma:616.87 loss:-0.02654 fps:1664 +frame:1.08e+06 wall_t:649 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.003 +2026-01-06 18:45:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:985.80 total_reward_ma:624.61 loss:-0.01923 fps:1667 +frame:1.09e+06 wall_t:654 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.998 +2026-01-06 18:45:47 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:997.40 total_reward_ma:632.29 loss:-0.03239 fps:1667 +frame:1.10e+06 wall_t:660 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.054 +2026-01-06 18:45:53 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1009.60 total_reward_ma:639.98 loss:-0.03287 fps:1667 +frame:1.11e+06 wall_t:666 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.958 +2026-01-06 18:45:59 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1001.80 total_reward_ma:647.42 loss:-0.02009 fps:1667 +frame:1.12e+06 wall_t:672 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.013 +2026-01-06 18:46:05 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1003.60 total_reward_ma:654.80 loss:-0.01563 fps:1667 +frame:1.13e+06 wall_t:678 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.025 +2026-01-06 18:46:11 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1006.60 total_reward_ma:662.01 loss:-0.02579 fps:1667 +frame:1.14e+06 wall_t:684 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.902 +2026-01-06 18:46:17 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1018.40 total_reward_ma:669.21 loss:-0.03392 fps:1667 +frame:1.15e+06 wall_t:690 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.046 +2026-01-06 18:46:22 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1028.60 total_reward_ma:676.46 loss:-0.02819 fps:1669 +frame:1.16e+06 wall_t:695 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.006 +2026-01-06 18:46:28 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1028.40 total_reward_ma:683.47 loss:-0.02969 fps:1669 +frame:1.17e+06 wall_t:701 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.024 +2026-01-06 18:46:34 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1034.00 total_reward_ma:690.37 loss:-0.02639 fps:1669 +frame:1.18e+06 wall_t:707 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.004 +2026-01-06 18:46:40 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1037.80 total_reward_ma:697.21 loss:-0.01882 fps:1669 +frame:1.19e+06 wall_t:713 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.032 +2026-01-06 18:46:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1038.60 total_reward_ma:703.95 loss:-0.02961 fps:1669 +frame:1.20e+06 wall_t:719 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.089 +2026-01-06 18:46:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1041.60 total_reward_ma:710.61 loss:-0.02713 fps:1671 +frame:1.21e+06 wall_t:724 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.014 +2026-01-06 18:46:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1051.40 total_reward_ma:717.34 loss:-0.03402 fps:1671 +frame:1.22e+06 wall_t:730 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.985 +2026-01-06 18:47:02 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1053.00 total_reward_ma:723.81 loss:-0.02136 fps:1673 +frame:1.23e+06 wall_t:735 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.997 +2026-01-06 18:47:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1058.60 total_reward_ma:730.21 loss:-0.01339 fps:1673 +frame:1.24e+06 wall_t:741 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.117 +2026-01-06 18:47:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1060.40 total_reward_ma:736.52 loss:-0.02571 fps:1676 +frame:1.25e+06 wall_t:746 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.089 +2026-01-06 18:47:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1062.80 total_reward_ma:742.61 loss:-0.03336 fps:1676 +frame:1.26e+06 wall_t:752 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.018 +2026-01-06 18:47:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1082.40 total_reward_ma:748.77 loss:-0.03099 fps:1678 +frame:1.27e+06 wall_t:757 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.015 +2026-01-06 18:47:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1083.20 total_reward_ma:754.84 loss:-0.03236 fps:1678 +frame:1.28e+06 wall_t:763 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.938 +2026-01-06 18:47:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1080.80 total_reward_ma:760.80 loss:-0.03183 fps:1678 +frame:1.29e+06 wall_t:769 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.95 +2026-01-06 18:47:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1078.40 total_reward_ma:766.69 loss:-0.02031 fps:1680 +frame:1.30e+06 wall_t:774 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.906 +2026-01-06 18:47:47 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1089.80 total_reward_ma:772.63 loss:-0.02627 fps:1679 +frame:1.31e+06 wall_t:780 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.981 +2026-01-06 18:47:53 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1096.00 total_reward_ma:778.67 loss:-0.02483 fps:1679 +frame:1.32e+06 wall_t:786 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.918 +2026-01-06 18:47:59 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1102.60 total_reward_ma:784.67 loss:-0.02828 fps:1679 +frame:1.33e+06 wall_t:792 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.912 +2026-01-06 18:48:04 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1101.20 total_reward_ma:790.64 loss:-0.02946 fps:1681 +frame:1.34e+06 wall_t:797 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.844 +2026-01-06 18:48:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1103.80 total_reward_ma:796.61 loss:-0.03095 fps:1681 +frame:1.35e+06 wall_t:803 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.892 +2026-01-06 18:48:16 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1109.80 total_reward_ma:802.53 loss:-0.03038 fps:1681 +frame:1.36e+06 wall_t:809 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.934 +2026-01-06 18:48:21 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1117.60 total_reward_ma:808.51 loss:-0.03342 fps:1683 +frame:1.37e+06 wall_t:814 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.865 +2026-01-06 18:48:27 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1121.80 total_reward_ma:814.47 loss:-0.02863 fps:1683 +frame:1.38e+06 wall_t:820 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.983 +2026-01-06 18:48:33 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1136.60 total_reward_ma:820.56 loss:-0.03167 fps:1683 +frame:1.39e+06 wall_t:826 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.922 +2026-01-06 18:48:39 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1142.20 total_reward_ma:826.68 loss:-0.02368 fps:1683 +frame:1.40e+06 wall_t:832 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.015 +2026-01-06 18:48:45 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1150.20 total_reward_ma:832.81 loss:-0.03167 fps:1683 +frame:1.41e+06 wall_t:838 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.863 +2026-01-06 18:48:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1153.00 total_reward_ma:838.90 loss:-0.02636 fps:1684 +frame:1.42e+06 wall_t:843 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.983 +2026-01-06 18:48:56 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1162.20 total_reward_ma:845.10 loss:-0.02885 fps:1684 +frame:1.43e+06 wall_t:849 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.005 +2026-01-06 18:49:02 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1155.80 total_reward_ma:851.13 loss:-0.02945 fps:1684 +frame:1.44e+06 wall_t:855 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.916 +2026-01-06 18:49:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1156.40 total_reward_ma:857.08 loss:-0.03185 fps:1684 +frame:1.45e+06 wall_t:861 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.874 +2026-01-06 18:49:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1157.40 total_reward_ma:863.06 loss:-0.02505 fps:1686 +frame:1.46e+06 wall_t:866 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.896 +2026-01-06 18:49:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1159.20 total_reward_ma:868.99 loss:-0.03142 fps:1688 +frame:1.47e+06 wall_t:871 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.865 +2026-01-06 18:49:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1161.60 total_reward_ma:874.84 loss:-0.0109 fps:1688 +frame:1.48e+06 wall_t:877 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.863 +2026-01-06 18:49:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1163.00 total_reward_ma:880.64 loss:-0.0336 fps:1687 +frame:1.49e+06 wall_t:883 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.823 +2026-01-06 18:49:35 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1160.20 total_reward_ma:886.30 loss:-0.0245 fps:1689 +frame:1.50e+06 wall_t:888 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.863 +2026-01-06 18:49:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1159.60 total_reward_ma:891.81 loss:-0.02193 fps:1689 +frame:1.51e+06 wall_t:894 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.837 +2026-01-06 18:49:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1155.60 total_reward_ma:897.23 loss:-0.03034 fps:1691 +frame:1.52e+06 wall_t:899 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.862 +2026-01-06 18:49:52 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1154.80 total_reward_ma:902.60 loss:-0.02821 fps:1691 +frame:1.53e+06 wall_t:905 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.85 +2026-01-06 18:49:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1159.00 total_reward_ma:907.93 loss:-0.01654 fps:1692 +frame:1.54e+06 wall_t:910 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.875 +2026-01-06 18:50:03 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1163.20 total_reward_ma:913.27 loss:-0.02503 fps:1692 +frame:1.55e+06 wall_t:916 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.927 +2026-01-06 18:50:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1160.60 total_reward_ma:918.58 loss:-0.03184 fps:1694 +frame:1.56e+06 wall_t:921 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.847 +2026-01-06 18:50:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1157.20 total_reward_ma:923.77 loss:-0.01862 fps:1694 +frame:1.57e+06 wall_t:927 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.792 +2026-01-06 18:50:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1155.40 total_reward_ma:928.93 loss:-0.03296 fps:1695 +frame:1.58e+06 wall_t:932 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.911 +2026-01-06 18:50:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1152.00 total_reward_ma:934.05 loss:-0.03343 fps:1695 +frame:1.59e+06 wall_t:938 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.912 +2026-01-06 18:50:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1143.00 total_reward_ma:939.10 loss:-0.01534 fps:1695 +frame:1.60e+06 wall_t:944 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.852 +2026-01-06 18:50:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1140.20 total_reward_ma:944.09 loss:-0.02877 fps:1697 +frame:1.61e+06 wall_t:949 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.83 +2026-01-06 18:50:42 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1146.40 total_reward_ma:949.18 loss:-0.02792 fps:1696 +frame:1.62e+06 wall_t:955 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.826 +2026-01-06 18:50:48 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1153.00 total_reward_ma:954.31 loss:-0.0302 fps:1698 +frame:1.63e+06 wall_t:960 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.852 +2026-01-06 18:50:53 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1159.80 total_reward_ma:959.51 loss:-0.02312 fps:1698 +frame:1.64e+06 wall_t:966 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.855 +2026-01-06 18:50:59 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1156.60 total_reward_ma:964.64 loss:-0.02257 fps:1698 +frame:1.65e+06 wall_t:972 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.831 +2026-01-06 18:51:06 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1161.40 total_reward_ma:969.95 loss:-0.01843 fps:1696 +frame:1.66e+06 wall_t:979 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.82 +2026-01-06 18:51:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1163.20 total_reward_ma:975.27 loss:-0.03205 fps:1695 +frame:1.67e+06 wall_t:985 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.851 +2026-01-06 18:51:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1162.80 total_reward_ma:980.74 loss:-0.005703 fps:1695 +frame:1.68e+06 wall_t:991 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.845 +2026-01-06 18:51:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1162.20 total_reward_ma:986.24 loss:-0.02331 fps:1693 +frame:1.69e+06 wall_t:998 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.85 +2026-01-06 18:51:32 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1166.40 total_reward_ma:991.81 loss:-0.0247 fps:1692 +frame:1.70e+06 wall_t:1005 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.867 +2026-01-06 18:51:38 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1164.00 total_reward_ma:997.39 loss:-0.03156 fps:1691 +frame:1.71e+06 wall_t:1011 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.863 +2026-01-06 18:51:44 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1167.60 total_reward_ma:1003.01 loss:-0.03187 fps:1691 +frame:1.72e+06 wall_t:1017 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.87 +2026-01-06 18:51:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1174.20 total_reward_ma:1008.66 loss:-0.02681 fps:1689 +frame:1.73e+06 wall_t:1024 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.804 +2026-01-06 18:51:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1177.80 total_reward_ma:1014.30 loss:-0.02812 fps:1689 +frame:1.74e+06 wall_t:1030 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.88 +2026-01-06 18:52:03 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1177.60 total_reward_ma:1019.95 loss:-0.03254 fps:1689 +frame:1.75e+06 wall_t:1036 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.808 +2026-01-06 18:52:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1177.60 total_reward_ma:1025.42 loss:-0.02272 fps:1687 +frame:1.76e+06 wall_t:1043 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.763 +2026-01-06 18:52:16 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1183.80 total_reward_ma:1030.89 loss:-0.02823 fps:1687 +frame:1.77e+06 wall_t:1049 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.742 +2026-01-06 18:52:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1179.80 total_reward_ma:1036.18 loss:-0.03247 fps:1686 +frame:1.78e+06 wall_t:1056 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.819 +2026-01-06 18:52:29 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1185.20 total_reward_ma:1041.40 loss:-0.02404 fps:1685 +frame:1.79e+06 wall_t:1062 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.785 +2026-01-06 18:52:35 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1182.40 total_reward_ma:1046.43 loss:-0.02324 fps:1685 +frame:1.80e+06 wall_t:1068 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.833 +2026-01-06 18:52:42 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1189.20 total_reward_ma:1051.37 loss:-0.03446 fps:1684 +frame:1.81e+06 wall_t:1075 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.876 +2026-01-06 18:52:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1195.40 total_reward_ma:1056.21 loss:-0.005184 fps:1684 +frame:1.82e+06 wall_t:1081 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.778 +2026-01-06 18:52:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1187.00 total_reward_ma:1060.92 loss:-0.02092 fps:1682 +frame:1.83e+06 wall_t:1088 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.824 +2026-01-06 18:53:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1189.20 total_reward_ma:1065.54 loss:-0.02575 fps:1682 +frame:1.84e+06 wall_t:1094 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.789 +2026-01-06 18:53:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1195.80 total_reward_ma:1069.89 loss:-0.02867 fps:1682 +frame:1.85e+06 wall_t:1100 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.82 +2026-01-06 18:53:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1200.20 total_reward_ma:1074.07 loss:-0.01767 fps:1680 +frame:1.86e+06 wall_t:1107 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.874 +2026-01-06 18:53:20 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1201.80 total_reward_ma:1078.20 loss:-0.01528 fps:1680 +frame:1.87e+06 wall_t:1113 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.781 +2026-01-06 18:53:26 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1199.60 total_reward_ma:1082.22 loss:-0.02784 fps:1680 +frame:1.88e+06 wall_t:1119 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.819 +2026-01-06 18:53:33 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1205.20 total_reward_ma:1086.05 loss:-0.03078 fps:1679 +frame:1.89e+06 wall_t:1126 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.845 +2026-01-06 18:53:39 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1210.00 total_reward_ma:1089.76 loss:-0.01529 fps:1678 +frame:1.90e+06 wall_t:1132 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.766 +2026-01-06 18:53:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1200.20 total_reward_ma:1093.28 loss:-0.02871 fps:1677 +frame:1.91e+06 wall_t:1139 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.675 +2026-01-06 18:53:53 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1210.40 total_reward_ma:1096.90 loss:-0.03245 fps:1677 +frame:1.92e+06 wall_t:1145 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.8 +2026-01-06 18:53:59 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1207.20 total_reward_ma:1100.25 loss:-0.008602 fps:1675 +frame:1.93e+06 wall_t:1152 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.685 +2026-01-06 18:54:06 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1206.40 total_reward_ma:1103.50 loss:-0.02302 fps:1674 +frame:1.94e+06 wall_t:1159 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.811 +2026-01-06 18:54:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1209.40 total_reward_ma:1106.75 loss:-0.02201 fps:1674 +frame:1.95e+06 wall_t:1165 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.698 +2026-01-06 18:54:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1209.80 total_reward_ma:1109.95 loss:-0.01415 fps:1672 +frame:1.96e+06 wall_t:1172 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.661 +2026-01-06 18:54:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1203.80 total_reward_ma:1112.93 loss:-0.0295 fps:1672 +frame:1.97e+06 wall_t:1178 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.711 +2026-01-06 18:54:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1206.80 total_reward_ma:1115.94 loss:-0.01066 fps:1672 +frame:1.98e+06 wall_t:1184 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.8 +2026-01-06 18:54:38 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1210.20 total_reward_ma:1118.77 loss:-0.02456 fps:1671 +frame:1.99e+06 wall_t:1191 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.835 +2026-01-06 18:54:45 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1200.40 total_reward_ma:1121.49 loss:-0.03359 fps:1671 +frame:2.00e+06 wall_t:1197 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.754 +2026-01-06 18:54:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1188.80 total_reward_ma:1124.02 loss:-0.01011 fps:1669 +frame:2.01e+06 wall_t:1204 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.805 +2026-01-06 18:54:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1189.20 total_reward_ma:1126.46 loss:-0.01451 fps:1669 +frame:2.02e+06 wall_t:1210 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.757 +2026-01-06 18:55:04 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1188.60 total_reward_ma:1128.88 loss:-0.01592 fps:1668 +frame:2.03e+06 wall_t:1217 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.776 +2026-01-06 18:55:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1188.00 total_reward_ma:1131.23 loss:-0.02174 fps:1668 +frame:2.04e+06 wall_t:1223 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.81 +2026-01-06 18:55:16 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1189.20 total_reward_ma:1133.51 loss:-0.02204 fps:1668 +frame:2.05e+06 wall_t:1229 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.801 +2026-01-06 18:55:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1184.80 total_reward_ma:1135.63 loss:-0.0254 fps:1667 +frame:2.06e+06 wall_t:1236 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.752 +2026-01-06 18:55:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1180.80 total_reward_ma:1137.66 loss:-0.02715 fps:1667 +frame:2.07e+06 wall_t:1242 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.785 +2026-01-06 18:55:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1182.00 total_reward_ma:1139.75 loss:-0.03363 fps:1665 +frame:2.08e+06 wall_t:1249 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.791 +2026-01-06 18:55:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1183.60 total_reward_ma:1141.73 loss:-0.02382 fps:1664 +frame:2.09e+06 wall_t:1256 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.738 +2026-01-06 18:55:50 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1182.40 total_reward_ma:1143.58 loss:-0.02187 fps:1663 +frame:2.10e+06 wall_t:1263 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.771 +2026-01-06 18:55:56 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1192.00 total_reward_ma:1145.41 loss:-0.0326 fps:1663 +frame:2.11e+06 wall_t:1269 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.74 +2026-01-06 18:56:03 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1196.20 total_reward_ma:1147.35 loss:-0.02423 fps:1663 +frame:2.12e+06 wall_t:1275 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.871 +2026-01-06 18:56:09 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1202.00 total_reward_ma:1149.33 loss:-0.02918 fps:1661 +frame:2.13e+06 wall_t:1282 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.838 +2026-01-06 18:56:15 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1205.20 total_reward_ma:1151.32 loss:-0.01791 fps:1661 +frame:2.14e+06 wall_t:1288 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.799 +2026-01-06 18:56:21 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1202.20 total_reward_ma:1153.16 loss:-0.0268 fps:1662 +frame:2.15e+06 wall_t:1294 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.855 +2026-01-06 18:56:28 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1200.20 total_reward_ma:1154.87 loss:-0.01774 fps:1660 +frame:2.16e+06 wall_t:1301 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.783 +2026-01-06 18:56:34 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1203.00 total_reward_ma:1156.62 loss:-0.003268 fps:1660 +frame:2.17e+06 wall_t:1307 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.804 +2026-01-06 18:56:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1203.60 total_reward_ma:1158.32 loss:-0.0232 fps:1659 +frame:2.18e+06 wall_t:1314 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.784 +2026-01-06 18:56:48 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1201.60 total_reward_ma:1159.95 loss:-0.02679 fps:1658 +frame:2.19e+06 wall_t:1321 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.699 +2026-01-06 18:56:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1196.40 total_reward_ma:1161.53 loss:-0.002995 fps:1658 +frame:2.20e+06 wall_t:1327 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.718 +2026-01-06 18:57:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1214.40 total_reward_ma:1163.26 loss:-0.02764 fps:1657 +frame:2.21e+06 wall_t:1334 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.729 +2026-01-06 18:57:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1233.60 total_reward_ma:1165.08 loss:-0.02906 fps:1657 +frame:2.22e+06 wall_t:1340 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.646 +2026-01-06 18:57:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1233.60 total_reward_ma:1166.89 loss:-0.03067 fps:1656 +frame:2.23e+06 wall_t:1347 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.735 +2026-01-06 18:57:20 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1252.40 total_reward_ma:1168.83 loss:-0.01786 fps:1656 +frame:2.24e+06 wall_t:1353 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.673 +2026-01-06 18:57:26 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1253.40 total_reward_ma:1170.76 loss:-0.02524 fps:1656 +frame:2.25e+06 wall_t:1359 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.807 +2026-01-06 18:57:33 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1254.60 total_reward_ma:1172.67 loss:-0.03028 fps:1654 +frame:2.26e+06 wall_t:1366 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.773 +2026-01-06 18:57:39 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1260.60 total_reward_ma:1174.46 loss:-0.0296 fps:1655 +frame:2.27e+06 wall_t:1372 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.744 +2026-01-06 18:57:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1276.40 total_reward_ma:1176.39 loss:-0.03246 fps:1653 +frame:2.28e+06 wall_t:1379 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.78 +2026-01-06 18:57:52 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1285.00 total_reward_ma:1178.43 loss:-0.02039 fps:1653 +frame:2.29e+06 wall_t:1385 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.699 +2026-01-06 18:57:59 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1285.20 total_reward_ma:1180.50 loss:-0.01797 fps:1652 +frame:2.30e+06 wall_t:1392 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.727 +2026-01-06 18:58:05 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1298.40 total_reward_ma:1182.58 loss:-0.02739 fps:1652 +frame:2.31e+06 wall_t:1398 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.703 +2026-01-06 18:58:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1306.00 total_reward_ma:1184.68 loss:-0.02253 fps:1651 +frame:2.32e+06 wall_t:1405 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.595 +2026-01-06 18:58:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1316.60 total_reward_ma:1186.82 loss:-0.02439 fps:1651 +frame:2.33e+06 wall_t:1411 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.673 +2026-01-06 18:58:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1312.80 total_reward_ma:1188.94 loss:-0.03065 fps:1651 +frame:2.34e+06 wall_t:1417 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.725 +2026-01-06 18:58:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1332.60 total_reward_ma:1191.23 loss:-0.03105 fps:1650 +frame:2.35e+06 wall_t:1424 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.781 +2026-01-06 18:58:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1348.60 total_reward_ma:1193.62 loss:-0.02785 fps:1650 +frame:2.36e+06 wall_t:1430 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.73 +2026-01-06 18:58:44 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1355.20 total_reward_ma:1195.99 loss:-0.02608 fps:1649 +frame:2.37e+06 wall_t:1437 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.699 +2026-01-06 18:58:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1370.60 total_reward_ma:1198.48 loss:-0.02158 fps:1648 +frame:2.38e+06 wall_t:1444 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.665 +2026-01-06 18:58:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1377.80 total_reward_ma:1200.89 loss:-0.01671 fps:1648 +frame:2.39e+06 wall_t:1450 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.751 +2026-01-06 18:59:04 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1386.60 total_reward_ma:1203.34 loss:-0.01063 fps:1648 +frame:2.40e+06 wall_t:1456 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.799 +2026-01-06 18:59:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1401.80 total_reward_ma:1205.85 loss:-0.02979 fps:1647 +frame:2.41e+06 wall_t:1463 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.796 +2026-01-06 18:59:17 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1417.60 total_reward_ma:1208.50 loss:-0.03246 fps:1646 +frame:2.42e+06 wall_t:1470 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.787 +2026-01-06 18:59:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1411.60 total_reward_ma:1210.99 loss:-0.02458 fps:1646 +frame:2.43e+06 wall_t:1476 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.703 +2026-01-06 18:59:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1412.40 total_reward_ma:1213.56 loss:-0.01866 fps:1645 +frame:2.44e+06 wall_t:1483 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.706 +2026-01-06 18:59:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1419.80 total_reward_ma:1216.19 loss:-0.01477 fps:1645 +frame:2.45e+06 wall_t:1489 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.681 +2026-01-06 18:59:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1424.00 total_reward_ma:1218.86 loss:-0.02923 fps:1644 +frame:2.46e+06 wall_t:1496 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.654 +2026-01-06 18:59:50 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1423.00 total_reward_ma:1221.50 loss:-0.02877 fps:1643 +frame:2.47e+06 wall_t:1503 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.775 +2026-01-06 18:59:56 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1431.00 total_reward_ma:1224.19 loss:-0.01262 fps:1643 +frame:2.48e+06 wall_t:1509 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.717 +2026-01-06 19:00:02 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1437.60 total_reward_ma:1226.94 loss:-0.02633 fps:1644 +frame:2.49e+06 wall_t:1515 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.731 +2026-01-06 19:00:09 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1431.40 total_reward_ma:1229.65 loss:-0.001648 fps:1643 +frame:2.50e+06 wall_t:1522 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.647 +2026-01-06 19:00:15 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1425.80 total_reward_ma:1232.31 loss:-0.02971 fps:1643 +frame:2.51e+06 wall_t:1528 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.634 +2026-01-06 19:00:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1436.80 total_reward_ma:1235.12 loss:-0.006041 fps:1642 +frame:2.52e+06 wall_t:1535 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.619 +2026-01-06 19:00:29 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1432.00 total_reward_ma:1237.89 loss:-0.02423 fps:1641 +frame:2.53e+06 wall_t:1542 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.61 +2026-01-06 19:00:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1427.20 total_reward_ma:1240.58 loss:-0.02874 fps:1640 +frame:2.54e+06 wall_t:1549 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.66 +2026-01-06 19:00:42 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1437.40 total_reward_ma:1243.32 loss:-0.02675 fps:1640 +frame:2.55e+06 wall_t:1555 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.712 +2026-01-06 19:00:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1438.20 total_reward_ma:1246.09 loss:-0.02921 fps:1639 +frame:2.56e+06 wall_t:1562 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.748 +2026-01-06 19:00:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1439.80 total_reward_ma:1248.92 loss:-0.012 fps:1639 +frame:2.57e+06 wall_t:1568 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.725 +2026-01-06 19:01:02 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1438.00 total_reward_ma:1251.75 loss:-0.01833 fps:1639 +frame:2.58e+06 wall_t:1574 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.805 +2026-01-06 19:01:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1452.80 total_reward_ma:1254.75 loss:-0.02145 fps:1638 +frame:2.59e+06 wall_t:1581 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.803 +2026-01-06 19:01:15 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1462.40 total_reward_ma:1257.95 loss:-0.0354 fps:1638 +frame:2.60e+06 wall_t:1587 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.739 +2026-01-06 19:01:21 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1471.00 total_reward_ma:1261.26 loss:-0.02935 fps:1637 +frame:2.61e+06 wall_t:1594 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.689 +2026-01-06 19:01:27 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1473.20 total_reward_ma:1264.52 loss:-0.03 fps:1638 +frame:2.62e+06 wall_t:1600 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.705 +2026-01-06 19:01:34 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1475.80 total_reward_ma:1267.75 loss:-0.03018 fps:1637 +frame:2.63e+06 wall_t:1607 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.674 +2026-01-06 19:01:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1481.80 total_reward_ma:1270.97 loss:-0.0009456 fps:1636 +frame:2.64e+06 wall_t:1614 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.713 +2026-01-06 19:01:47 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1485.80 total_reward_ma:1274.26 loss:-0.03107 fps:1636 +frame:2.65e+06 wall_t:1620 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.653 +2026-01-06 19:01:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1484.00 total_reward_ma:1277.49 loss:-0.02826 fps:1636 +frame:2.66e+06 wall_t:1626 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.654 +2026-01-06 19:02:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1490.60 total_reward_ma:1280.76 loss:-0.02664 fps:1635 +frame:2.67e+06 wall_t:1633 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.648 +2026-01-06 19:02:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1497.60 total_reward_ma:1284.11 loss:-0.02891 fps:1634 +frame:2.68e+06 wall_t:1640 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.708 +2026-01-06 19:02:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1499.00 total_reward_ma:1287.48 loss:-0.03241 fps:1634 +frame:2.69e+06 wall_t:1646 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.626 +2026-01-06 19:02:20 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1504.20 total_reward_ma:1290.86 loss:-0.02971 fps:1633 +frame:2.70e+06 wall_t:1653 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.678 +2026-01-06 19:02:27 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1503.40 total_reward_ma:1294.25 loss:-0.02611 fps:1633 +frame:2.71e+06 wall_t:1660 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.731 +2026-01-06 19:02:34 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1523.60 total_reward_ma:1297.81 loss:-0.006968 fps:1633 +frame:2.72e+06 wall_t:1666 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.636 +2026-01-06 19:02:40 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1525.00 total_reward_ma:1301.32 loss:-0.02725 fps:1632 +frame:2.73e+06 wall_t:1673 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.585 +2026-01-06 19:02:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1532.40 total_reward_ma:1304.87 loss:-0.03029 fps:1632 +frame:2.74e+06 wall_t:1679 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.648 +2026-01-06 19:02:53 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1542.80 total_reward_ma:1308.52 loss:-0.02869 fps:1631 +frame:2.75e+06 wall_t:1686 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.574 +2026-01-06 19:03:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1547.60 total_reward_ma:1312.22 loss:-0.03084 fps:1630 +frame:2.76e+06 wall_t:1693 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.645 +2026-01-06 19:03:06 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1553.00 total_reward_ma:1315.91 loss:-0.03129 fps:1630 +frame:2.77e+06 wall_t:1699 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.644 +2026-01-06 19:03:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1552.00 total_reward_ma:1319.63 loss:-0.03272 fps:1630 +frame:2.78e+06 wall_t:1706 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.527 +2026-01-06 19:03:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1559.60 total_reward_ma:1323.38 loss:-0.03264 fps:1630 +frame:2.79e+06 wall_t:1712 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.652 +2026-01-06 19:03:26 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1558.40 total_reward_ma:1327.14 loss:-0.0277 fps:1629 +frame:2.80e+06 wall_t:1719 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.688 +2026-01-06 19:03:32 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1555.20 total_reward_ma:1330.80 loss:-0.03046 fps:1629 +frame:2.81e+06 wall_t:1725 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.735 +2026-01-06 19:03:39 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1554.60 total_reward_ma:1334.39 loss:-0.02799 fps:1628 +frame:2.82e+06 wall_t:1732 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.669 +2026-01-06 19:03:45 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1556.60 total_reward_ma:1338.08 loss:-0.02253 fps:1628 +frame:2.83e+06 wall_t:1738 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.623 +2026-01-06 19:03:52 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1559.60 total_reward_ma:1341.79 loss:-0.005238 fps:1628 +frame:2.84e+06 wall_t:1745 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.692 +2026-01-06 19:03:58 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1557.40 total_reward_ma:1345.40 loss:-0.02724 fps:1628 +frame:2.85e+06 wall_t:1751 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.698 +2026-01-06 19:04:05 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1563.60 total_reward_ma:1349.04 loss:-0.02952 fps:1627 +frame:2.86e+06 wall_t:1758 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.608 +2026-01-06 19:04:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1565.00 total_reward_ma:1352.67 loss:-0.02761 fps:1626 +frame:2.87e+06 wall_t:1765 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.582 +2026-01-06 19:04:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1571.60 total_reward_ma:1356.39 loss:-0.02203 fps:1626 +frame:2.88e+06 wall_t:1771 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.51 +2026-01-06 19:04:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1574.20 total_reward_ma:1360.08 loss:-0.02382 fps:1625 +frame:2.89e+06 wall_t:1778 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.58 +2026-01-06 19:04:32 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1573.80 total_reward_ma:1363.72 loss:-0.01218 fps:1625 +frame:2.90e+06 wall_t:1785 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.542 +2026-01-06 19:04:38 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1579.60 total_reward_ma:1367.51 loss:-0.02827 fps:1626 +frame:2.91e+06 wall_t:1790 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.565 +2026-01-06 19:04:44 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1580.80 total_reward_ma:1371.22 loss:-0.02963 fps:1625 +frame:2.92e+06 wall_t:1797 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.611 +2026-01-06 19:04:50 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1587.00 total_reward_ma:1375.01 loss:-0.02834 fps:1625 +frame:2.93e+06 wall_t:1803 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.581 +2026-01-06 19:04:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1587.00 total_reward_ma:1378.82 loss:-0.02734 fps:1624 +frame:2.94e+06 wall_t:1810 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.641 +2026-01-06 19:05:04 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1590.80 total_reward_ma:1382.63 loss:-0.03244 fps:1624 +frame:2.95e+06 wall_t:1817 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.646 +2026-01-06 19:05:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1590.80 total_reward_ma:1386.44 loss:-0.01522 fps:1624 +frame:2.96e+06 wall_t:1823 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.624 +2026-01-06 19:05:16 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1589.60 total_reward_ma:1390.30 loss:-0.03105 fps:1624 +frame:2.97e+06 wall_t:1829 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.664 +2026-01-06 19:05:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1592.00 total_reward_ma:1394.15 loss:-0.009028 fps:1623 +frame:2.98e+06 wall_t:1836 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.691 +2026-01-06 19:05:29 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1591.00 total_reward_ma:1397.96 loss:-0.03444 fps:1623 +frame:2.99e+06 wall_t:1842 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.719 +2026-01-06 19:05:35 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1594.40 total_reward_ma:1401.90 loss:-0.01263 fps:1623 +frame:3.00e+06 wall_t:1848 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.707 +2026-01-06 19:05:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1598.20 total_reward_ma:1406.00 loss:-0.01431 fps:1624 +frame:3.01e+06 wall_t:1854 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.661 +2026-01-06 19:05:48 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1604.80 total_reward_ma:1410.15 loss:-0.03029 fps:1623 +frame:3.02e+06 wall_t:1861 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.52 +2026-01-06 19:05:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1597.80 total_reward_ma:1414.24 loss:-0.02704 fps:1622 +frame:3.03e+06 wall_t:1868 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.578 +2026-01-06 19:06:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1604.40 total_reward_ma:1418.41 loss:-0.03034 fps:1622 +frame:3.04e+06 wall_t:1874 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.717 +2026-01-06 19:06:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1606.80 total_reward_ma:1422.58 loss:-0.01655 fps:1622 +frame:3.05e+06 wall_t:1880 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.668 +2026-01-06 19:06:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1595.60 total_reward_ma:1426.69 loss:-0.007438 fps:1622 +frame:3.06e+06 wall_t:1887 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.56 +2026-01-06 19:06:21 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1596.40 total_reward_ma:1430.85 loss:-0.03048 fps:1621 +frame:3.07e+06 wall_t:1894 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.644 +2026-01-06 19:06:27 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1595.20 total_reward_ma:1434.98 loss:-0.03302 fps:1621 +frame:3.08e+06 wall_t:1900 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.617 +2026-01-06 19:06:33 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1601.20 total_reward_ma:1439.16 loss:-0.02704 fps:1621 +frame:3.09e+06 wall_t:1906 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.717 +2026-01-06 19:06:40 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1609.60 total_reward_ma:1443.43 loss:-0.02998 fps:1620 +frame:3.10e+06 wall_t:1913 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.706 +2026-01-06 19:06:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1612.40 total_reward_ma:1447.63 loss:-0.03288 fps:1621 +frame:3.11e+06 wall_t:1919 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.601 +2026-01-06 19:06:53 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1615.20 total_reward_ma:1451.82 loss:-0.006263 fps:1620 +frame:3.12e+06 wall_t:1926 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.679 +2026-01-06 19:07:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1616.20 total_reward_ma:1455.96 loss:-0.02806 fps:1619 +frame:3.13e+06 wall_t:1933 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.665 +2026-01-06 19:07:06 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1614.60 total_reward_ma:1460.06 loss:-0.02986 fps:1619 +frame:3.14e+06 wall_t:1939 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.651 +2026-01-06 19:07:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1615.40 total_reward_ma:1464.19 loss:-0.028 fps:1620 +frame:3.15e+06 wall_t:1945 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.717 +2026-01-06 19:07:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1616.00 total_reward_ma:1468.35 loss:-0.009614 fps:1620 +frame:3.16e+06 wall_t:1951 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.556 +2026-01-06 19:07:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1618.20 total_reward_ma:1472.50 loss:-0.02867 fps:1619 +frame:3.17e+06 wall_t:1958 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.666 +2026-01-06 19:07:32 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1618.20 total_reward_ma:1476.65 loss:-0.02548 fps:1618 +frame:3.18e+06 wall_t:1965 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.626 +2026-01-06 19:07:38 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1614.80 total_reward_ma:1480.78 loss:-0.02676 fps:1618 +frame:3.19e+06 wall_t:1971 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.624 +2026-01-06 19:07:44 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1610.80 total_reward_ma:1484.92 loss:-0.02719 fps:1619 +frame:3.20e+06 wall_t:1977 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.569 +2026-01-06 19:07:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1604.00 total_reward_ma:1488.82 loss:-0.02858 fps:1618 +frame:3.21e+06 wall_t:1984 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.536 +2026-01-06 19:07:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1593.20 total_reward_ma:1492.41 loss:-0.02363 fps:1618 +frame:3.22e+06 wall_t:1990 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.433 +2026-01-06 19:08:04 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1591.20 total_reward_ma:1495.99 loss:-0.03087 fps:1617 +frame:3.23e+06 wall_t:1997 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.592 +2026-01-06 19:08:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1592.00 total_reward_ma:1499.39 loss:-0.0288 fps:1618 +frame:3.24e+06 wall_t:2003 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.642 +2026-01-06 19:08:16 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1596.20 total_reward_ma:1502.81 loss:-0.02648 fps:1618 +frame:3.25e+06 wall_t:2009 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.558 +2026-01-06 19:08:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1597.00 total_reward_ma:1506.24 loss:-0.02543 fps:1617 +frame:3.26e+06 wall_t:2016 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.43 +2026-01-06 19:08:29 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1593.20 total_reward_ma:1509.56 loss:-0.03036 fps:1617 +frame:3.27e+06 wall_t:2022 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.53 +2026-01-06 19:08:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1598.40 total_reward_ma:1512.78 loss:-0.004066 fps:1617 +frame:3.28e+06 wall_t:2029 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.551 +2026-01-06 19:08:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1597.00 total_reward_ma:1515.90 loss:-0.03067 fps:1617 +frame:3.29e+06 wall_t:2035 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.548 +2026-01-06 19:08:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1603.20 total_reward_ma:1519.08 loss:-0.0304 fps:1616 +frame:3.30e+06 wall_t:2042 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.51 +2026-01-06 19:08:56 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1601.00 total_reward_ma:1522.11 loss:-0.02671 fps:1616 +frame:3.31e+06 wall_t:2048 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.652 +2026-01-06 19:09:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1596.20 total_reward_ma:1525.01 loss:-0.02979 fps:1616 +frame:3.32e+06 wall_t:2054 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.636 +2026-01-06 19:09:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1593.80 total_reward_ma:1527.78 loss:-0.02543 fps:1617 +frame:3.33e+06 wall_t:2060 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.413 +2026-01-06 19:09:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1589.80 total_reward_ma:1530.55 loss:-0.02691 fps:1617 +frame:3.34e+06 wall_t:2066 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.431 +2026-01-06 19:09:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1587.80 total_reward_ma:1533.11 loss:-0.0275 fps:1617 +frame:3.35e+06 wall_t:2072 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.508 +2026-01-06 19:09:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1584.20 total_reward_ma:1535.46 loss:-0.02423 fps:1617 +frame:3.36e+06 wall_t:2078 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.476 +2026-01-06 19:09:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1580.80 total_reward_ma:1537.72 loss:-0.03039 fps:1617 +frame:3.37e+06 wall_t:2084 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.723 +2026-01-06 19:09:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1581.60 total_reward_ma:1539.83 loss:-0.02715 fps:1617 +frame:3.38e+06 wall_t:2090 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.548 +2026-01-06 19:09:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1574.60 total_reward_ma:1541.80 loss:-0.02846 fps:1617 +frame:3.39e+06 wall_t:2096 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.479 +2026-01-06 19:09:48 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1583.60 total_reward_ma:1543.77 loss:-0.0267 fps:1618 +frame:3.40e+06 wall_t:2101 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.442 +2026-01-06 19:09:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1589.60 total_reward_ma:1545.64 loss:-0.02742 fps:1618 +frame:3.41e+06 wall_t:2107 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.509 +2026-01-06 19:10:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1589.60 total_reward_ma:1547.36 loss:-0.02909 fps:1619 +frame:3.42e+06 wall_t:2113 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.471 +2026-01-06 19:10:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1595.20 total_reward_ma:1549.20 loss:-0.03059 fps:1618 +frame:3.43e+06 wall_t:2120 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.521 +2026-01-06 19:10:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1609.20 total_reward_ma:1551.17 loss:-0.01332 fps:1618 +frame:3.44e+06 wall_t:2126 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.599 +2026-01-06 19:10:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1612.40 total_reward_ma:1553.09 loss:-0.03159 fps:1618 +frame:3.45e+06 wall_t:2132 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.542 +2026-01-06 19:10:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1611.80 total_reward_ma:1554.97 loss:-0.01488 fps:1618 +frame:3.46e+06 wall_t:2138 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.474 +2026-01-06 19:10:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1613.60 total_reward_ma:1556.88 loss:-0.02631 fps:1618 +frame:3.47e+06 wall_t:2144 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.462 +2026-01-06 19:10:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1613.80 total_reward_ma:1558.71 loss:-0.02846 fps:1619 +frame:3.48e+06 wall_t:2150 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.45 +2026-01-06 19:10:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1612.60 total_reward_ma:1560.46 loss:-0.02558 fps:1619 +frame:3.49e+06 wall_t:2156 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.471 +2026-01-06 19:10:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1621.00 total_reward_ma:1562.35 loss:-0.03089 fps:1619 +frame:3.50e+06 wall_t:2162 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.519 +2026-01-06 19:10:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1623.00 total_reward_ma:1564.32 loss:-0.02816 fps:1620 +frame:3.51e+06 wall_t:2167 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.43 +2026-01-06 19:11:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1623.80 total_reward_ma:1566.19 loss:-0.02816 fps:1620 +frame:3.52e+06 wall_t:2173 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.491 +2026-01-06 19:11:06 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1626.60 total_reward_ma:1568.14 loss:-0.02691 fps:1620 +frame:3.53e+06 wall_t:2179 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.546 +2026-01-06 19:11:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1626.20 total_reward_ma:1570.13 loss:-0.0299 fps:1620 +frame:3.54e+06 wall_t:2185 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.479 +2026-01-06 19:11:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1619.20 total_reward_ma:1571.95 loss:-0.01446 fps:1620 +frame:3.55e+06 wall_t:2191 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.492 +2026-01-06 19:11:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1621.40 total_reward_ma:1573.78 loss:-0.01318 fps:1620 +frame:3.56e+06 wall_t:2197 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.483 +2026-01-06 19:11:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1623.80 total_reward_ma:1575.62 loss:-0.02901 fps:1621 +frame:3.57e+06 wall_t:2203 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.524 +2026-01-06 19:11:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1629.40 total_reward_ma:1577.53 loss:-0.02708 fps:1621 +frame:3.58e+06 wall_t:2209 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.464 +2026-01-06 19:11:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1629.40 total_reward_ma:1579.30 loss:-0.02851 fps:1621 +frame:3.59e+06 wall_t:2214 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.481 +2026-01-06 19:11:47 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1630.20 total_reward_ma:1580.98 loss:-0.02483 fps:1622 +frame:3.60e+06 wall_t:2220 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.487 +2026-01-06 19:11:52 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1635.20 total_reward_ma:1582.62 loss:-0.02916 fps:1622 +frame:3.61e+06 wall_t:2225 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.53 +2026-01-06 19:11:58 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1634.80 total_reward_ma:1584.24 loss:-0.02541 fps:1623 +frame:3.62e+06 wall_t:2231 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.402 +2026-01-06 19:12:03 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1634.20 total_reward_ma:1585.82 loss:-0.03016 fps:1623 +frame:3.63e+06 wall_t:2236 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.514 +2026-01-06 19:12:09 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1637.60 total_reward_ma:1587.38 loss:-0.02794 fps:1624 +frame:3.64e+06 wall_t:2242 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.515 +2026-01-06 19:12:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1642.00 total_reward_ma:1588.94 loss:-0.02996 fps:1624 +frame:3.65e+06 wall_t:2247 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.425 +2026-01-06 19:12:20 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1640.20 total_reward_ma:1590.50 loss:-0.02568 fps:1625 +frame:3.66e+06 wall_t:2253 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.427 +2026-01-06 19:12:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1640.40 total_reward_ma:1592.00 loss:-0.01498 fps:1625 +frame:3.67e+06 wall_t:2258 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.495 +2026-01-06 19:12:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1642.20 total_reward_ma:1593.45 loss:-0.00115 fps:1625 +frame:3.68e+06 wall_t:2264 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.427 +2026-01-06 19:12:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1646.40 total_reward_ma:1594.92 loss:-0.02813 fps:1626 +frame:3.69e+06 wall_t:2270 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.417 +2026-01-06 19:12:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1647.20 total_reward_ma:1596.35 loss:-0.02637 fps:1626 +frame:3.70e+06 wall_t:2276 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.38 +2026-01-06 19:12:48 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1646.60 total_reward_ma:1597.78 loss:-0.0104 fps:1626 +frame:3.71e+06 wall_t:2281 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.356 +2026-01-06 19:12:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1647.00 total_reward_ma:1599.02 loss:-0.02599 fps:1627 +frame:3.72e+06 wall_t:2287 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.401 +2026-01-06 19:13:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1646.40 total_reward_ma:1600.23 loss:-0.01672 fps:1627 +frame:3.73e+06 wall_t:2292 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.523 +2026-01-06 19:13:05 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1646.60 total_reward_ma:1601.37 loss:-0.02956 fps:1628 +frame:3.74e+06 wall_t:2298 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.487 +2026-01-06 19:13:11 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1645.20 total_reward_ma:1602.40 loss:-0.0284 fps:1628 +frame:3.75e+06 wall_t:2304 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.44 +2026-01-06 19:13:16 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1642.80 total_reward_ma:1603.35 loss:-0.002452 fps:1628 +frame:3.76e+06 wall_t:2309 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.364 +2026-01-06 19:13:22 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1648.20 total_reward_ma:1604.30 loss:-0.02829 fps:1629 +frame:3.77e+06 wall_t:2314 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.405 +2026-01-06 19:13:27 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1655.00 total_reward_ma:1605.33 loss:-0.02583 fps:1629 +frame:3.78e+06 wall_t:2320 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.328 +2026-01-06 19:13:33 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1657.40 total_reward_ma:1606.31 loss:-0.03044 fps:1629 +frame:3.79e+06 wall_t:2326 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.304 +2026-01-06 19:13:39 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1661.20 total_reward_ma:1607.34 loss:-0.02979 fps:1630 +frame:3.80e+06 wall_t:2332 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.432 +2026-01-06 19:13:44 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1662.20 total_reward_ma:1608.41 loss:-0.0232 fps:1630 +frame:3.81e+06 wall_t:2337 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.412 +2026-01-06 19:13:50 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1665.80 total_reward_ma:1609.52 loss:-0.02318 fps:1630 +frame:3.82e+06 wall_t:2343 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.477 +2026-01-06 19:13:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1675.00 total_reward_ma:1610.70 loss:-0.01348 fps:1631 +frame:3.83e+06 wall_t:2348 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.481 +2026-01-06 19:14:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1674.00 total_reward_ma:1611.85 loss:-0.02655 fps:1631 +frame:3.84e+06 wall_t:2354 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.395 +2026-01-06 19:14:06 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1675.80 total_reward_ma:1613.03 loss:-0.02918 fps:1632 +frame:3.85e+06 wall_t:2359 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.509 +2026-01-06 19:14:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1671.00 total_reward_ma:1614.10 loss:-0.003278 fps:1632 +frame:3.86e+06 wall_t:2365 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.5 +2026-01-06 19:14:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1668.80 total_reward_ma:1615.14 loss:-0.02997 fps:1633 +frame:3.87e+06 wall_t:2370 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.582 +2026-01-06 19:14:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1661.80 total_reward_ma:1616.04 loss:-0.005709 fps:1633 +frame:3.88e+06 wall_t:2376 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.498 +2026-01-06 19:14:29 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1665.40 total_reward_ma:1616.96 loss:-0.02594 fps:1633 +frame:3.89e+06 wall_t:2382 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.521 +2026-01-06 19:14:35 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1662.60 total_reward_ma:1617.84 loss:-0.0218 fps:1633 +frame:3.90e+06 wall_t:2388 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.483 +2026-01-06 19:14:40 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1662.60 total_reward_ma:1618.67 loss:-0.0289 fps:1634 +frame:3.91e+06 wall_t:2393 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.514 +2026-01-06 19:14:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1663.20 total_reward_ma:1619.50 loss:-0.02793 fps:1634 +frame:3.92e+06 wall_t:2399 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.503 +2026-01-06 19:14:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1670.20 total_reward_ma:1620.33 loss:-0.01275 fps:1635 +frame:3.93e+06 wall_t:2404 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.527 +2026-01-06 19:14:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1673.00 total_reward_ma:1621.19 loss:-0.02657 fps:1635 +frame:3.94e+06 wall_t:2410 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.37 +2026-01-06 19:15:03 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1673.40 total_reward_ma:1622.02 loss:-0.02742 fps:1635 +frame:3.95e+06 wall_t:2416 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.376 +2026-01-06 19:15:09 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1675.80 total_reward_ma:1622.87 loss:-0.02704 fps:1636 +frame:3.96e+06 wall_t:2421 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.394 +2026-01-06 19:15:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1679.00 total_reward_ma:1623.76 loss:-0.02469 fps:1636 +frame:3.97e+06 wall_t:2427 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.424 +2026-01-06 19:15:20 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1680.20 total_reward_ma:1624.64 loss:-0.02718 fps:1636 +frame:3.98e+06 wall_t:2433 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.509 +2026-01-06 19:15:26 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1680.60 total_reward_ma:1625.54 loss:-0.0258 fps:1636 +frame:3.99e+06 wall_t:2439 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.48 +2026-01-06 19:15:32 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1684.40 total_reward_ma:1626.44 loss:-0.02867 fps:1636 +frame:4.00e+06 wall_t:2445 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.494 +2026-01-06 19:15:38 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1685.20 total_reward_ma:1627.31 loss:-0.02805 fps:1636 +frame:4.01e+06 wall_t:2451 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.551 +2026-01-06 19:15:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1685.80 total_reward_ma:1628.12 loss:-0.0297 fps:1637 +frame:4.02e+06 wall_t:2456 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.545 +2026-01-06 19:15:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1685.80 total_reward_ma:1629.00 loss:-0.02656 fps:1637 +frame:4.03e+06 wall_t:2462 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.553 +2026-01-06 19:15:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1681.40 total_reward_ma:1629.77 loss:-0.03107 fps:1637 +frame:4.04e+06 wall_t:2468 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.448 +2026-01-06 19:16:01 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1680.00 total_reward_ma:1630.50 loss:-0.02814 fps:1637 +frame:4.05e+06 wall_t:2474 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.475 +2026-01-06 19:16:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1678.40 total_reward_ma:1631.33 loss:-0.02954 fps:1638 +frame:4.06e+06 wall_t:2479 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.539 +2026-01-06 19:16:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1679.60 total_reward_ma:1632.16 loss:-0.03202 fps:1638 +frame:4.07e+06 wall_t:2485 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.479 +2026-01-06 19:16:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1684.40 total_reward_ma:1633.05 loss:-0.02914 fps:1638 +frame:4.08e+06 wall_t:2491 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.55 +2026-01-06 19:16:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1690.60 total_reward_ma:1633.95 loss:-0.0283 fps:1639 +frame:4.09e+06 wall_t:2496 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.607 +2026-01-06 19:16:29 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1693.40 total_reward_ma:1634.78 loss:-0.03001 fps:1639 +frame:4.10e+06 wall_t:2502 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.472 +2026-01-06 19:16:35 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1694.20 total_reward_ma:1635.60 loss:-0.03017 fps:1639 +frame:4.11e+06 wall_t:2508 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.599 +2026-01-06 19:16:40 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1697.00 total_reward_ma:1636.42 loss:-0.02625 fps:1639 +frame:4.12e+06 wall_t:2513 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.504 +2026-01-06 19:16:47 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1695.20 total_reward_ma:1637.21 loss:-0.02821 fps:1640 +frame:4.13e+06 wall_t:2519 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.473 +2026-01-06 19:16:52 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1695.60 total_reward_ma:1638.02 loss:-0.03303 fps:1640 +frame:4.14e+06 wall_t:2525 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.649 +2026-01-06 19:16:58 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.20 total_reward_ma:1638.69 loss:-0.01065 fps:1640 +frame:4.15e+06 wall_t:2531 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.618 +2026-01-06 19:17:04 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.80 total_reward_ma:1639.36 loss:-0.03209 fps:1640 +frame:4.16e+06 wall_t:2537 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.542 +2026-01-06 19:17:09 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.40 total_reward_ma:1640.00 loss:-0.02895 fps:1640 +frame:4.17e+06 wall_t:2542 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.48 +2026-01-06 19:17:15 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.80 total_reward_ma:1640.64 loss:0.01104 fps:1641 +frame:4.18e+06 wall_t:2548 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.525 +2026-01-06 19:17:20 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1678.60 total_reward_ma:1641.28 loss:-0.03152 fps:1641 +frame:4.19e+06 wall_t:2553 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.611 +2026-01-06 19:17:26 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.40 total_reward_ma:1642.00 loss:-0.02753 fps:1641 +frame:4.20e+06 wall_t:2559 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.515 +2026-01-06 19:17:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.20 total_reward_ma:1642.78 loss:-0.02918 fps:1642 +frame:4.21e+06 wall_t:2564 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.475 +2026-01-06 19:17:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1679.80 total_reward_ma:1643.65 loss:-0.03211 fps:1642 +frame:4.22e+06 wall_t:2570 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.617 +2026-01-06 19:17:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1676.00 total_reward_ma:1644.49 loss:-0.007048 fps:1642 +frame:4.23e+06 wall_t:2576 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.404 +2026-01-06 19:17:48 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1676.20 total_reward_ma:1645.34 loss:-0.02617 fps:1643 +frame:4.24e+06 wall_t:2581 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.409 +2026-01-06 19:17:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1674.80 total_reward_ma:1646.12 loss:-0.0153 fps:1643 +frame:4.25e+06 wall_t:2587 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.478 +2026-01-06 19:18:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1678.00 total_reward_ma:1646.93 loss:-0.0287 fps:1643 +frame:4.26e+06 wall_t:2593 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.396 +2026-01-06 19:18:05 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1680.20 total_reward_ma:1647.80 loss:-0.02804 fps:1644 +frame:4.27e+06 wall_t:2598 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.5 +2026-01-06 19:18:11 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1680.20 total_reward_ma:1648.62 loss:-0.02649 fps:1644 +frame:4.28e+06 wall_t:2604 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.423 +2026-01-06 19:18:17 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1679.60 total_reward_ma:1649.45 loss:-0.02859 fps:1644 +frame:4.29e+06 wall_t:2610 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.461 +2026-01-06 19:18:22 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1680.00 total_reward_ma:1650.21 loss:-0.02834 fps:1644 +frame:4.30e+06 wall_t:2615 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.414 +2026-01-06 19:18:28 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1673.00 total_reward_ma:1650.93 loss:-0.009625 fps:1644 +frame:4.31e+06 wall_t:2621 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.617 +2026-01-06 19:18:34 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1676.40 total_reward_ma:1651.74 loss:-0.03109 fps:1644 +frame:4.32e+06 wall_t:2627 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.579 +2026-01-06 19:18:39 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1672.00 total_reward_ma:1652.52 loss:-0.03042 fps:1645 +frame:4.33e+06 wall_t:2632 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.579 +2026-01-06 19:18:45 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1668.80 total_reward_ma:1653.31 loss:-0.03118 fps:1645 +frame:4.34e+06 wall_t:2638 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.604 +2026-01-06 19:18:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1670.00 total_reward_ma:1654.13 loss:-0.0123 fps:1645 +frame:4.35e+06 wall_t:2644 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.613 +2026-01-06 19:18:56 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1668.00 total_reward_ma:1654.97 loss:-0.02648 fps:1646 +frame:4.36e+06 wall_t:2649 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.52 +2026-01-06 19:19:02 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1676.00 total_reward_ma:1655.92 loss:-0.0297 fps:1646 +frame:4.37e+06 wall_t:2655 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.498 +2026-01-06 19:19:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1674.80 total_reward_ma:1656.85 loss:-0.007936 fps:1647 +frame:4.38e+06 wall_t:2660 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.493 +2026-01-06 19:19:13 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1673.80 total_reward_ma:1657.84 loss:-0.02803 fps:1647 +frame:4.39e+06 wall_t:2666 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.431 +2026-01-06 19:19:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1666.20 total_reward_ma:1658.67 loss:-0.02804 fps:1647 +frame:4.40e+06 wall_t:2672 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.483 +2026-01-06 19:19:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1668.80 total_reward_ma:1659.46 loss:-0.03059 fps:1647 +frame:4.41e+06 wall_t:2678 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.48 +2026-01-06 19:19:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1669.40 total_reward_ma:1660.26 loss:-0.02799 fps:1647 +frame:4.42e+06 wall_t:2683 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.502 +2026-01-06 19:19:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1673.00 total_reward_ma:1661.04 loss:-0.02833 fps:1647 +frame:4.43e+06 wall_t:2689 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.479 +2026-01-06 19:19:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1674.40 total_reward_ma:1661.69 loss:-0.03057 fps:1648 +frame:4.44e+06 wall_t:2694 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.486 +2026-01-06 19:19:47 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1675.40 total_reward_ma:1662.32 loss:-0.02957 fps:1648 +frame:4.45e+06 wall_t:2700 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.468 +2026-01-06 19:19:53 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1679.20 total_reward_ma:1662.99 loss:-0.03022 fps:1648 +frame:4.46e+06 wall_t:2706 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.467 +2026-01-06 19:19:58 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1681.40 total_reward_ma:1663.67 loss:-0.02834 fps:1649 +frame:4.47e+06 wall_t:2711 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.493 +2026-01-06 19:20:04 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1678.00 total_reward_ma:1664.31 loss:-0.006333 fps:1649 +frame:4.48e+06 wall_t:2717 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.57 +2026-01-06 19:20:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1678.20 total_reward_ma:1664.97 loss:-0.02878 fps:1649 +frame:4.49e+06 wall_t:2723 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.562 +2026-01-06 19:20:16 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1673.20 total_reward_ma:1665.49 loss:-0.03029 fps:1649 +frame:4.50e+06 wall_t:2729 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.618 +2026-01-06 19:20:21 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1676.20 total_reward_ma:1666.02 loss:-0.02865 fps:1650 +frame:4.51e+06 wall_t:2734 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.554 +2026-01-06 19:20:27 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1670.60 total_reward_ma:1666.49 loss:-0.01027 fps:1650 +frame:4.52e+06 wall_t:2740 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.455 +2026-01-06 19:20:32 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1670.60 total_reward_ma:1666.93 loss:-0.02612 fps:1650 +frame:4.53e+06 wall_t:2745 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.502 +2026-01-06 19:20:38 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1672.80 total_reward_ma:1667.40 loss:-0.02962 fps:1650 +frame:4.54e+06 wall_t:2751 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.446 +2026-01-06 19:20:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1673.40 total_reward_ma:1667.94 loss:-0.02703 fps:1651 +frame:4.55e+06 wall_t:2756 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.523 +2026-01-06 19:20:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1677.60 total_reward_ma:1668.50 loss:-0.03232 fps:1651 +frame:4.56e+06 wall_t:2762 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.575 +2026-01-06 19:20:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1673.40 total_reward_ma:1669.00 loss:-0.02826 fps:1652 +frame:4.57e+06 wall_t:2767 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.532 +2026-01-06 19:21:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1679.20 total_reward_ma:1669.50 loss:-0.02997 fps:1652 +frame:4.58e+06 wall_t:2773 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.66 +2026-01-06 19:21:06 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.00 total_reward_ma:1670.02 loss:-0.03008 fps:1652 +frame:4.59e+06 wall_t:2779 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.541 +2026-01-06 19:21:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1681.80 total_reward_ma:1670.54 loss:-0.02943 fps:1652 +frame:4.60e+06 wall_t:2785 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.444 +2026-01-06 19:21:17 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1683.80 total_reward_ma:1671.02 loss:-0.03241 fps:1652 +frame:4.61e+06 wall_t:2790 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.417 +2026-01-06 19:21:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1694.00 total_reward_ma:1671.62 loss:-0.02659 fps:1652 +frame:4.62e+06 wall_t:2797 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.503 +2026-01-06 19:21:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1694.60 total_reward_ma:1672.22 loss:-0.02775 fps:1651 +frame:4.63e+06 wall_t:2804 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.493 +2026-01-06 19:21:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1693.20 total_reward_ma:1672.78 loss:-0.02421 fps:1651 +frame:4.64e+06 wall_t:2810 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.507 +2026-01-06 19:21:44 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1688.40 total_reward_ma:1673.24 loss:-0.02966 fps:1651 +frame:4.65e+06 wall_t:2817 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.446 +2026-01-06 19:21:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1689.60 total_reward_ma:1673.73 loss:-0.0248 fps:1650 +frame:4.66e+06 wall_t:2824 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.577 +2026-01-06 19:21:58 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1688.80 total_reward_ma:1674.22 loss:-0.03122 fps:1650 +frame:4.67e+06 wall_t:2830 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.545 +2026-01-06 19:22:04 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1685.40 total_reward_ma:1674.65 loss:-0.03116 fps:1650 +frame:4.68e+06 wall_t:2837 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.585 +2026-01-06 19:22:11 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1683.20 total_reward_ma:1675.02 loss:-0.006374 fps:1649 +frame:4.69e+06 wall_t:2844 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.522 +2026-01-06 19:22:17 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1686.00 total_reward_ma:1675.41 loss:-0.03159 fps:1649 +frame:4.70e+06 wall_t:2850 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.541 +2026-01-06 19:22:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1686.00 total_reward_ma:1675.80 loss:-0.02649 fps:1649 +frame:4.71e+06 wall_t:2856 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.443 +2026-01-06 19:22:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1687.20 total_reward_ma:1676.20 loss:-0.02655 fps:1649 +frame:4.72e+06 wall_t:2863 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.525 +2026-01-06 19:22:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1688.00 total_reward_ma:1676.62 loss:-0.02971 fps:1648 +frame:4.73e+06 wall_t:2870 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.581 +2026-01-06 19:22:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1689.20 total_reward_ma:1677.04 loss:0.002369 fps:1648 +frame:4.74e+06 wall_t:2876 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.501 +2026-01-06 19:22:50 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1697.40 total_reward_ma:1677.57 loss:-0.02815 fps:1648 +frame:4.75e+06 wall_t:2883 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.35 +2026-01-06 19:22:56 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1696.40 total_reward_ma:1678.10 loss:-0.02895 fps:1648 +frame:4.76e+06 wall_t:2889 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.5 +2026-01-06 19:23:03 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1694.60 total_reward_ma:1678.57 loss:-0.02632 fps:1647 +frame:4.77e+06 wall_t:2896 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.419 +2026-01-06 19:23:09 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1695.20 total_reward_ma:1678.97 loss:-0.02837 fps:1647 +frame:4.78e+06 wall_t:2902 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.433 +2026-01-06 19:23:16 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1690.00 total_reward_ma:1679.29 loss:-0.008282 fps:1647 +frame:4.79e+06 wall_t:2909 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.42 +2026-01-06 19:23:22 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1693.20 total_reward_ma:1679.61 loss:-0.02987 fps:1647 +frame:4.80e+06 wall_t:2915 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.477 +2026-01-06 19:23:29 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1693.80 total_reward_ma:1679.93 loss:-0.03082 fps:1646 +frame:4.81e+06 wall_t:2922 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.549 +2026-01-06 19:23:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1690.60 total_reward_ma:1680.18 loss:-0.02963 fps:1646 +frame:4.82e+06 wall_t:2929 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.53 +2026-01-06 19:23:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1693.00 total_reward_ma:1680.36 loss:-0.02898 fps:1646 +frame:4.83e+06 wall_t:2935 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.45 +2026-01-06 19:23:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1694.60 total_reward_ma:1680.56 loss:-0.02601 fps:1645 +frame:4.84e+06 wall_t:2942 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.484 +2026-01-06 19:23:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1693.80 total_reward_ma:1680.74 loss:-0.03291 fps:1645 +frame:4.85e+06 wall_t:2948 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.491 +2026-01-06 19:24:02 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1699.60 total_reward_ma:1681.03 loss:-0.009172 fps:1645 +frame:4.86e+06 wall_t:2955 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.471 +2026-01-06 19:24:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1698.40 total_reward_ma:1681.33 loss:-0.01864 fps:1645 +frame:4.87e+06 wall_t:2961 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.485 +2026-01-06 19:24:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1698.20 total_reward_ma:1681.69 loss:-0.01077 fps:1645 +frame:4.88e+06 wall_t:2967 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.452 +2026-01-06 19:24:21 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1694.80 total_reward_ma:1681.98 loss:-0.02873 fps:1644 +frame:4.89e+06 wall_t:2974 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.491 +2026-01-06 19:24:28 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1692.80 total_reward_ma:1682.29 loss:-0.02722 fps:1644 +frame:4.90e+06 wall_t:2981 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.387 +2026-01-06 19:24:34 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1693.60 total_reward_ma:1682.60 loss:-0.02712 fps:1644 +frame:4.91e+06 wall_t:2987 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.442 +2026-01-06 19:24:41 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1690.20 total_reward_ma:1682.87 loss:-0.03159 fps:1643 +frame:4.92e+06 wall_t:2994 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.496 +2026-01-06 19:24:47 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1688.00 total_reward_ma:1683.04 loss:-0.02597 fps:1643 +frame:4.93e+06 wall_t:3000 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.544 +2026-01-06 19:24:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1689.40 total_reward_ma:1683.21 loss:-0.006323 fps:1643 +frame:4.94e+06 wall_t:3007 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.538 +2026-01-06 19:25:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1684.80 total_reward_ma:1683.32 loss:-0.02841 fps:1643 +frame:4.95e+06 wall_t:3013 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.469 +2026-01-06 19:25:07 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.80 total_reward_ma:1683.39 loss:-0.02904 fps:1642 +frame:4.96e+06 wall_t:3020 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.567 +2026-01-06 19:25:14 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1679.80 total_reward_ma:1683.40 loss:-0.03103 fps:1642 +frame:4.97e+06 wall_t:3027 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.527 +2026-01-06 19:25:21 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.00 total_reward_ma:1683.42 loss:-0.004107 fps:1642 +frame:4.98e+06 wall_t:3033 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.403 +2026-01-06 19:25:27 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1681.80 total_reward_ma:1683.43 loss:-0.03093 fps:1641 +frame:4.99e+06 wall_t:3040 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.469 +2026-01-06 19:25:33 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1683.20 total_reward_ma:1683.42 loss:-0.02795 fps:1641 +frame:5.00e+06 wall_t:3046 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.405 +2026-01-06 19:25:40 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1685.40 total_reward_ma:1683.42 loss:-0.0249 fps:1641 +frame:5.01e+06 wall_t:3053 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.51 +2026-01-06 19:25:47 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1687.00 total_reward_ma:1683.43 loss:-0.03083 fps:1641 +frame:5.02e+06 wall_t:3059 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.491 +2026-01-06 19:25:53 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1690.00 total_reward_ma:1683.47 loss:-0.02964 fps:1641 +frame:5.03e+06 wall_t:3066 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.436 +2026-01-06 19:25:59 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1689.80 total_reward_ma:1683.56 loss:-0.02654 fps:1641 +frame:5.04e+06 wall_t:3072 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.475 +2026-01-06 19:26:06 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1688.80 total_reward_ma:1683.65 loss:-0.02913 fps:1640 +frame:5.05e+06 wall_t:3079 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.53 +2026-01-06 19:26:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1687.40 total_reward_ma:1683.74 loss:-0.03253 fps:1640 +frame:5.06e+06 wall_t:3085 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.54 +2026-01-06 19:26:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1681.00 total_reward_ma:1683.75 loss:-0.02926 fps:1640 +frame:5.07e+06 wall_t:3092 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.391 +2026-01-06 19:26:26 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1681.20 total_reward_ma:1683.72 loss:-0.02515 fps:1639 +frame:5.08e+06 wall_t:3099 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.458 +2026-01-06 19:26:32 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1682.60 total_reward_ma:1683.64 loss:0.008148 fps:1639 +frame:5.09e+06 wall_t:3105 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.433 +2026-01-06 19:26:39 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1685.00 total_reward_ma:1683.55 loss:-0.02818 fps:1639 +frame:5.10e+06 wall_t:3112 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.54 +2026-01-06 19:26:46 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1683.60 total_reward_ma:1683.45 loss:-0.02847 fps:1638 +frame:5.11e+06 wall_t:3119 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.439 +2026-01-06 19:26:53 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1683.60 total_reward_ma:1683.31 loss:-0.03106 fps:1638 +frame:5.12e+06 wall_t:3125 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.412 +2026-01-06 19:26:59 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1686.60 total_reward_ma:1683.23 loss:-0.03085 fps:1638 +frame:5.13e+06 wall_t:3132 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.568 +2026-01-06 19:27:05 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1690.00 total_reward_ma:1683.17 loss:-0.02713 fps:1638 +frame:5.14e+06 wall_t:3138 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.474 +2026-01-06 19:27:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1697.40 total_reward_ma:1683.32 loss:-0.03132 fps:1638 +frame:5.15e+06 wall_t:3145 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.462 +2026-01-06 19:27:19 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1696.80 total_reward_ma:1683.46 loss:-0.03106 fps:1637 +frame:5.16e+06 wall_t:3152 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.339 +2026-01-06 19:27:26 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1700.40 total_reward_ma:1683.64 loss:-0.02772 fps:1637 +frame:5.17e+06 wall_t:3158 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.402 +2026-01-06 19:27:32 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1709.20 total_reward_ma:1683.91 loss:-0.02844 fps:1637 +frame:5.18e+06 wall_t:3165 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.36 +2026-01-06 19:27:39 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1712.00 total_reward_ma:1684.24 loss:-0.02855 fps:1637 +frame:5.19e+06 wall_t:3171 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.375 +2026-01-06 19:27:45 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1707.60 total_reward_ma:1684.49 loss:-0.03129 fps:1636 +frame:5.20e+06 wall_t:3178 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.52 +2026-01-06 19:27:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1711.60 total_reward_ma:1684.79 loss:-0.02595 fps:1636 +frame:5.21e+06 wall_t:3184 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.377 +2026-01-06 19:27:58 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1717.60 total_reward_ma:1685.17 loss:-0.02759 fps:1636 +frame:5.22e+06 wall_t:3191 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.543 +2026-01-06 19:28:05 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1718.60 total_reward_ma:1685.59 loss:-0.02949 fps:1635 +frame:5.23e+06 wall_t:3198 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.502 +2026-01-06 19:28:12 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1721.40 total_reward_ma:1686.04 loss:-0.0283 fps:1635 +frame:5.24e+06 wall_t:3205 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.483 +2026-01-06 19:28:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1719.80 total_reward_ma:1686.49 loss:-0.03001 fps:1635 +frame:5.25e+06 wall_t:3211 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.394 +2026-01-06 19:28:25 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1720.20 total_reward_ma:1686.92 loss:-0.02755 fps:1635 +frame:5.26e+06 wall_t:3218 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.371 +2026-01-06 19:28:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1720.80 total_reward_ma:1687.32 loss:-0.0257 fps:1635 +frame:5.27e+06 wall_t:3224 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.381 +2026-01-06 19:28:38 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1723.00 total_reward_ma:1687.75 loss:-0.028 fps:1634 +frame:5.28e+06 wall_t:3231 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.357 +2026-01-06 19:28:44 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1728.00 total_reward_ma:1688.23 loss:-0.02897 fps:1634 +frame:5.29e+06 wall_t:3237 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.388 +2026-01-06 19:28:51 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1731.20 total_reward_ma:1688.75 loss:-0.02974 fps:1634 +frame:5.30e+06 wall_t:3244 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.489 +2026-01-06 19:28:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1731.00 total_reward_ma:1689.33 loss:-0.02943 fps:1634 +frame:5.31e+06 wall_t:3250 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.452 +2026-01-06 19:29:04 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1733.20 total_reward_ma:1689.89 loss:-0.03015 fps:1633 +frame:5.32e+06 wall_t:3257 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.477 +2026-01-06 19:29:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1737.80 total_reward_ma:1690.55 loss:-0.03157 fps:1633 +frame:5.33e+06 wall_t:3263 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.398 +2026-01-06 19:29:18 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1741.00 total_reward_ma:1691.27 loss:-0.02714 fps:1633 +frame:5.34e+06 wall_t:3270 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.406 +2026-01-06 19:29:24 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1741.40 total_reward_ma:1691.99 loss:-0.02609 fps:1633 +frame:5.35e+06 wall_t:3277 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.361 +2026-01-06 19:29:31 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1741.80 total_reward_ma:1692.73 loss:-0.02465 fps:1633 +frame:5.36e+06 wall_t:3283 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.31 +2026-01-06 19:29:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1740.00 total_reward_ma:1693.37 loss:-0.0278 fps:1632 +frame:5.37e+06 wall_t:3290 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.403 +2026-01-06 19:29:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1740.00 total_reward_ma:1694.02 loss:-0.02887 fps:1632 +frame:5.38e+06 wall_t:3296 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.345 +2026-01-06 19:29:50 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1738.80 total_reward_ma:1694.67 loss:-0.02218 fps:1632 +frame:5.39e+06 wall_t:3303 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.352 +2026-01-06 19:29:56 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1738.60 total_reward_ma:1695.39 loss:-0.02618 fps:1632 +frame:5.40e+06 wall_t:3309 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.407 +2026-01-06 19:30:03 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1734.80 total_reward_ma:1696.05 loss:-0.03111 fps:1631 +frame:5.41e+06 wall_t:3316 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.454 +2026-01-06 19:30:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1736.80 total_reward_ma:1696.73 loss:-0.0321 fps:1631 +frame:5.42e+06 wall_t:3323 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.5 +2026-01-06 19:30:17 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1736.20 total_reward_ma:1697.36 loss:-0.02964 fps:1631 +frame:5.43e+06 wall_t:3330 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.556 +2026-01-06 19:30:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1735.60 total_reward_ma:1697.97 loss:-0.02589 fps:1631 +frame:5.44e+06 wall_t:3336 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.408 +2026-01-06 19:30:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1734.60 total_reward_ma:1698.56 loss:-0.0248 fps:1630 +frame:5.45e+06 wall_t:3343 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.356 +2026-01-06 19:30:37 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1731.00 total_reward_ma:1699.08 loss:-0.03192 fps:1630 +frame:5.46e+06 wall_t:3350 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.439 +2026-01-06 19:30:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1730.80 total_reward_ma:1699.57 loss:-0.0266 fps:1630 +frame:5.47e+06 wall_t:3356 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.414 +2026-01-06 19:30:50 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1732.40 total_reward_ma:1700.12 loss:-0.02726 fps:1629 +frame:5.48e+06 wall_t:3363 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.428 +2026-01-06 19:30:57 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1732.60 total_reward_ma:1700.66 loss:-0.02912 fps:1630 +frame:5.49e+06 wall_t:3369 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.424 +2026-01-06 19:31:03 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1733.00 total_reward_ma:1701.26 loss:-0.02818 fps:1629 +frame:5.50e+06 wall_t:3376 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.406 +2026-01-06 19:31:10 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1729.20 total_reward_ma:1701.79 loss:-0.03012 fps:1629 +frame:5.51e+06 wall_t:3383 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.471 +2026-01-06 19:31:17 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1727.80 total_reward_ma:1702.36 loss:-0.02658 fps:1628 +frame:5.52e+06 wall_t:3390 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.482 +2026-01-06 19:31:23 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1725.80 total_reward_ma:1702.91 loss:-0.02864 fps:1628 +frame:5.53e+06 wall_t:3396 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.371 +2026-01-06 19:31:30 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1726.00 total_reward_ma:1703.45 loss:-0.02882 fps:1628 +frame:5.54e+06 wall_t:3403 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.367 +2026-01-06 19:31:36 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1726.00 total_reward_ma:1703.97 loss:-0.03157 fps:1628 +frame:5.55e+06 wall_t:3409 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.435 +2026-01-06 19:31:43 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1727.40 total_reward_ma:1704.47 loss:-0.02693 fps:1628 +frame:5.56e+06 wall_t:3416 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.433 +2026-01-06 19:31:49 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1728.40 total_reward_ma:1705.02 loss:-0.02675 fps:1628 +frame:5.57e+06 wall_t:3422 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.472 +2026-01-06 19:31:56 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1726.20 total_reward_ma:1705.49 loss:-0.02782 fps:1627 +frame:5.58e+06 wall_t:3429 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.435 +2026-01-06 19:32:02 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1725.40 total_reward_ma:1705.92 loss:-0.02934 fps:1627 +frame:5.59e+06 wall_t:3435 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.432 +2026-01-06 19:32:09 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1724.80 total_reward_ma:1706.35 loss:-0.03004 fps:1627 +frame:5.60e+06 wall_t:3442 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.473 +2026-01-06 19:32:15 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1726.60 total_reward_ma:1706.78 loss:-0.02764 fps:1627 +frame:5.61e+06 wall_t:3448 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.488 +2026-01-06 19:32:22 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1725.40 total_reward_ma:1707.10 loss:-0.02895 fps:1627 +frame:5.62e+06 wall_t:3455 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.409 +2026-01-06 19:32:29 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1725.00 total_reward_ma:1707.40 loss:-0.02838 fps:1626 +frame:5.63e+06 wall_t:3462 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.347 +2026-01-06 19:32:35 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1731.60 total_reward_ma:1707.78 loss:-0.02621 fps:1626 +frame:5.64e+06 wall_t:3468 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.345 +2026-01-06 19:32:42 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1729.00 total_reward_ma:1708.19 loss:-0.02879 fps:1626 +frame:5.65e+06 wall_t:3475 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.379 +2026-01-06 19:32:48 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1730.40 total_reward_ma:1708.60 loss:-0.02909 fps:1626 +frame:5.66e+06 wall_t:3481 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.472 +2026-01-06 19:32:55 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1732.00 total_reward_ma:1709.03 loss:-0.02714 fps:1626 +frame:5.67e+06 wall_t:3488 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.484 +2026-01-06 19:33:02 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1727.40 total_reward_ma:1709.45 loss:-0.01363 fps:1625 +frame:5.68e+06 wall_t:3495 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.468 +2026-01-06 19:33:08 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1730.60 total_reward_ma:1709.92 loss:-0.02869 fps:1625 +frame:5.69e+06 wall_t:3501 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.44 +2026-01-06 19:33:15 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1725.60 total_reward_ma:1710.32 loss:-0.02796 fps:1625 +frame:5.70e+06 wall_t:3508 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.552 +2026-01-06 19:33:21 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1725.80 total_reward_ma:1710.72 loss:-0.03158 fps:1625 +frame:5.71e+06 wall_t:3514 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.516 +2026-01-06 19:33:27 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1726.40 total_reward_ma:1711.11 loss:-0.02855 fps:1625 +frame:5.72e+06 wall_t:3520 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.423 +2026-01-06 19:33:34 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1725.40 total_reward_ma:1711.48 loss:-0.02818 fps:1625 +frame:5.73e+06 wall_t:3527 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.423 +2026-01-06 19:33:40 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1731.00 total_reward_ma:1711.90 loss:-0.02738 fps:1625 +frame:5.74e+06 wall_t:3533 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.426 +2026-01-06 19:33:47 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1730.80 total_reward_ma:1712.24 loss:-0.02823 fps:1624 +frame:5.75e+06 wall_t:3540 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.461 +2026-01-06 19:33:54 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1726.80 total_reward_ma:1712.54 loss:-0.02122 fps:1624 +frame:5.76e+06 wall_t:3546 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.421 +2026-01-06 19:34:00 | INFO | PID:1611 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_seaquest_t0_s0 [train] +total_reward:1726.80 total_reward_ma:1712.86 loss:-0.02694 fps:1624 +frame:5.77e+06 wall_t:3553 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.451 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s1.log b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..576b782624bfc8d76c356095365a3808010ac451 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-06 18:34:44 | INFO | PID:1612 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 18:35:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:52.00 total_reward_ma:52.00 loss:-0.03174 fps:476.2 +frame:1.00e+04 wall_t:21 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.824 +2026-01-06 18:35:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:68.57 total_reward_ma:60.29 loss:-0.02783 fps:740.7 +frame:2.00e+04 wall_t:27 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.803 +2026-01-06 18:35:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:107.91 total_reward_ma:76.16 loss:-0.02444 fps:937.5 +frame:3.00e+04 wall_t:32 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.785 +2026-01-06 18:35:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:124.64 total_reward_ma:88.28 loss:-0.03267 fps:1026 +frame:4.00e+04 wall_t:39 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.755 +2026-01-06 18:35:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:140.91 total_reward_ma:98.81 loss:-0.02916 fps:1111 +frame:5.00e+04 wall_t:45 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.718 +2026-01-06 18:35:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:155.70 total_reward_ma:108.29 loss:-0.0296 fps:1200 +frame:6.00e+04 wall_t:50 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.715 +2026-01-06 18:35:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:165.93 total_reward_ma:116.52 loss:-0.03458 fps:1250 +frame:7.00e+04 wall_t:56 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.666 +2026-01-06 18:35:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:176.60 total_reward_ma:124.03 loss:-0.03546 fps:1290 +frame:8.00e+04 wall_t:62 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.668 +2026-01-06 18:35:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:195.60 total_reward_ma:131.98 loss:-0.03415 fps:1343 +frame:9.00e+04 wall_t:67 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.66 +2026-01-06 18:35:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:214.80 total_reward_ma:140.27 loss:-0.02884 fps:1389 +frame:1.00e+05 wall_t:72 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.615 +2026-01-06 18:36:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:234.80 total_reward_ma:148.86 loss:-0.03133 fps:1429 +frame:1.10e+05 wall_t:77 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.616 +2026-01-06 18:36:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:241.60 total_reward_ma:156.59 loss:-0.02766 fps:1446 +frame:1.20e+05 wall_t:83 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.594 +2026-01-06 18:36:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:249.00 total_reward_ma:163.70 loss:-0.0316 fps:1461 +frame:1.30e+05 wall_t:89 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.502 +2026-01-06 18:36:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:254.00 total_reward_ma:170.15 loss:-0.02507 fps:1489 +frame:1.40e+05 wall_t:94 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.611 +2026-01-06 18:36:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:258.60 total_reward_ma:176.04 loss:-0.0297 fps:1500 +frame:1.50e+05 wall_t:100 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.572 +2026-01-06 18:36:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:263.40 total_reward_ma:181.50 loss:-0.03214 fps:1509 +frame:1.60e+05 wall_t:106 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.514 +2026-01-06 18:36:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:266.00 total_reward_ma:186.47 loss:-0.0256 fps:1532 +frame:1.70e+05 wall_t:111 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.508 +2026-01-06 18:36:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:269.80 total_reward_ma:191.10 loss:-0.02777 fps:1552 +frame:1.80e+05 wall_t:116 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.463 +2026-01-06 18:36:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:269.00 total_reward_ma:195.20 loss:-0.03394 fps:1570 +frame:1.90e+05 wall_t:121 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.414 +2026-01-06 18:36:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:270.60 total_reward_ma:198.97 loss:-0.02825 fps:1575 +frame:2.00e+05 wall_t:127 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.405 +2026-01-06 18:36:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:274.20 total_reward_ma:202.56 loss:-0.02585 fps:1591 +frame:2.10e+05 wall_t:132 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.462 +2026-01-06 18:37:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:292.00 total_reward_ma:206.62 loss:-0.02696 fps:1594 +frame:2.20e+05 wall_t:138 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.474 +2026-01-06 18:37:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:296.20 total_reward_ma:210.52 loss:-0.0322 fps:1597 +frame:2.30e+05 wall_t:144 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.491 +2026-01-06 18:37:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:305.20 total_reward_ma:214.46 loss:-0.03178 fps:1600 +frame:2.40e+05 wall_t:150 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.521 +2026-01-06 18:37:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:309.80 total_reward_ma:218.27 loss:-0.03312 fps:1603 +frame:2.50e+05 wall_t:156 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.579 +2026-01-06 18:37:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:315.60 total_reward_ma:222.02 loss:-0.03089 fps:1625 +frame:2.60e+05 wall_t:160 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.567 +2026-01-06 18:37:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:324.60 total_reward_ma:225.82 loss:-0.02867 fps:1627 +frame:2.70e+05 wall_t:166 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.517 +2026-01-06 18:37:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:326.00 total_reward_ma:229.40 loss:-0.03584 fps:1637 +frame:2.80e+05 wall_t:171 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.548 +2026-01-06 18:37:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:327.40 total_reward_ma:232.77 loss:-0.03238 fps:1638 +frame:2.90e+05 wall_t:177 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.533 +2026-01-06 18:37:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:327.60 total_reward_ma:235.94 loss:-0.03334 fps:1639 +frame:3.00e+05 wall_t:183 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.5 +2026-01-06 18:37:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:330.40 total_reward_ma:238.98 loss:-0.03175 fps:1640 +frame:3.10e+05 wall_t:189 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.427 +2026-01-06 18:38:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:325.60 total_reward_ma:241.69 loss:-0.03011 fps:1649 +frame:3.20e+05 wall_t:194 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.392 +2026-01-06 18:38:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:331.60 total_reward_ma:244.41 loss:-0.03193 fps:1650 +frame:3.30e+05 wall_t:200 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.458 +2026-01-06 18:38:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:332.00 total_reward_ma:246.99 loss:-0.02574 fps:1650 +frame:3.40e+05 wall_t:206 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.446 +2026-01-06 18:38:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:334.40 total_reward_ma:249.49 loss:-0.02642 fps:1659 +frame:3.50e+05 wall_t:211 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.449 +2026-01-06 18:38:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:341.20 total_reward_ma:252.04 loss:-0.02975 fps:1659 +frame:3.60e+05 wall_t:217 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.395 +2026-01-06 18:38:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:342.80 total_reward_ma:254.49 loss:-0.02453 fps:1667 +frame:3.70e+05 wall_t:222 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.342 +2026-01-06 18:38:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:344.20 total_reward_ma:256.85 loss:-0.02097 fps:1667 +frame:3.80e+05 wall_t:228 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.338 +2026-01-06 18:38:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:355.00 total_reward_ma:259.37 loss:-0.02536 fps:1667 +frame:3.90e+05 wall_t:234 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.339 +2026-01-06 18:38:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:360.40 total_reward_ma:261.89 loss:-0.03061 fps:1667 +frame:4.00e+05 wall_t:240 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.414 +2026-01-06 18:38:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:365.20 total_reward_ma:264.41 loss:-0.02937 fps:1673 +frame:4.10e+05 wall_t:245 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.385 +2026-01-06 18:38:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:377.20 total_reward_ma:267.10 loss:-0.03549 fps:1673 +frame:4.20e+05 wall_t:251 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.405 +2026-01-06 18:39:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:391.60 total_reward_ma:269.99 loss:-0.03342 fps:1680 +frame:4.30e+05 wall_t:256 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.375 +2026-01-06 18:39:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:399.80 total_reward_ma:272.94 loss:-0.03469 fps:1686 +frame:4.40e+05 wall_t:261 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.407 +2026-01-06 18:39:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:405.20 total_reward_ma:275.88 loss:-0.0279 fps:1685 +frame:4.50e+05 wall_t:267 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.362 +2026-01-06 18:39:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:407.20 total_reward_ma:278.74 loss:-0.03681 fps:1691 +frame:4.60e+05 wall_t:272 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.4 +2026-01-06 18:39:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:405.40 total_reward_ma:281.43 loss:-0.03978 fps:1697 +frame:4.70e+05 wall_t:277 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.388 +2026-01-06 18:39:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:421.40 total_reward_ma:284.35 loss:-0.03932 fps:1696 +frame:4.80e+05 wall_t:283 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.443 +2026-01-06 18:39:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:427.00 total_reward_ma:287.26 loss:-0.0355 fps:1701 +frame:4.90e+05 wall_t:288 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.443 +2026-01-06 18:39:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:432.00 total_reward_ma:290.15 loss:-0.0342 fps:1701 +frame:5.00e+05 wall_t:294 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.359 +2026-01-06 18:39:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:442.80 total_reward_ma:293.15 loss:-0.02848 fps:1706 +frame:5.10e+05 wall_t:299 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.399 +2026-01-06 18:39:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:446.80 total_reward_ma:296.10 loss:-0.03177 fps:1705 +frame:5.20e+05 wall_t:305 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.336 +2026-01-06 18:39:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:444.60 total_reward_ma:298.90 loss:-0.03236 fps:1710 +frame:5.30e+05 wall_t:310 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.383 +2026-01-06 18:40:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:449.60 total_reward_ma:301.69 loss:-0.03619 fps:1709 +frame:5.40e+05 wall_t:316 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.3 +2026-01-06 18:40:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:451.60 total_reward_ma:304.42 loss:-0.02785 fps:1708 +frame:5.50e+05 wall_t:322 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.262 +2026-01-06 18:40:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:457.80 total_reward_ma:307.16 loss:-0.03558 fps:1707 +frame:5.60e+05 wall_t:328 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.314 +2026-01-06 18:40:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:457.60 total_reward_ma:309.80 loss:-0.03242 fps:1712 +frame:5.70e+05 wall_t:333 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.383 +2026-01-06 18:40:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:462.00 total_reward_ma:312.42 loss:-0.03467 fps:1711 +frame:5.80e+05 wall_t:339 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.267 +2026-01-06 18:40:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:458.80 total_reward_ma:314.90 loss:-0.03421 fps:1715 +frame:5.90e+05 wall_t:344 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.294 +2026-01-06 18:40:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:463.80 total_reward_ma:317.38 loss:-0.03051 fps:1714 +frame:6.00e+05 wall_t:350 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.189 +2026-01-06 18:40:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:465.60 total_reward_ma:319.81 loss:-0.03208 fps:1713 +frame:6.10e+05 wall_t:356 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.184 +2026-01-06 18:40:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:468.20 total_reward_ma:322.21 loss:-0.03506 fps:1713 +frame:6.20e+05 wall_t:362 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.277 +2026-01-06 18:40:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:474.00 total_reward_ma:324.62 loss:-0.03511 fps:1712 +frame:6.30e+05 wall_t:368 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.202 +2026-01-06 18:41:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:482.20 total_reward_ma:327.08 loss:-0.03382 fps:1711 +frame:6.40e+05 wall_t:374 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.258 +2026-01-06 18:41:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:477.60 total_reward_ma:329.39 loss:-0.03453 fps:1711 +frame:6.50e+05 wall_t:380 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.258 +2026-01-06 18:41:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:487.80 total_reward_ma:331.79 loss:-0.03337 fps:1714 +frame:6.60e+05 wall_t:385 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.226 +2026-01-06 18:41:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:498.40 total_reward_ma:334.28 loss:-0.03166 fps:1714 +frame:6.70e+05 wall_t:391 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.167 +2026-01-06 18:41:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:499.40 total_reward_ma:336.71 loss:-0.02888 fps:1713 +frame:6.80e+05 wall_t:397 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.176 +2026-01-06 18:41:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:500.80 total_reward_ma:339.09 loss:-0.03318 fps:1716 +frame:6.90e+05 wall_t:402 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.246 +2026-01-06 18:41:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:495.20 total_reward_ma:341.32 loss:-0.03113 fps:1716 +frame:7.00e+05 wall_t:408 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.178 +2026-01-06 18:41:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:497.60 total_reward_ma:343.52 loss:-0.03519 fps:1715 +frame:7.10e+05 wall_t:414 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.28 +2026-01-06 18:41:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:495.60 total_reward_ma:345.63 loss:-0.02807 fps:1718 +frame:7.20e+05 wall_t:419 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.212 +2026-01-06 18:41:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:500.60 total_reward_ma:347.75 loss:-0.02416 fps:1718 +frame:7.30e+05 wall_t:425 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.274 +2026-01-06 18:41:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:519.00 total_reward_ma:350.07 loss:-0.03679 fps:1721 +frame:7.40e+05 wall_t:430 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.302 +2026-01-06 18:42:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:523.00 total_reward_ma:352.37 loss:-0.02848 fps:1720 +frame:7.50e+05 wall_t:436 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.297 +2026-01-06 18:42:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:519.00 total_reward_ma:354.57 loss:-0.03387 fps:1719 +frame:7.60e+05 wall_t:442 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.247 +2026-01-06 18:42:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:513.00 total_reward_ma:356.62 loss:-0.02667 fps:1723 +frame:7.70e+05 wall_t:447 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.305 +2026-01-06 18:42:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:510.40 total_reward_ma:358.60 loss:-0.02164 fps:1722 +frame:7.80e+05 wall_t:453 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.262 +2026-01-06 18:42:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:512.80 total_reward_ma:360.55 loss:-0.03449 fps:1721 +frame:7.90e+05 wall_t:459 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.188 +2026-01-06 18:42:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:515.20 total_reward_ma:362.48 loss:-0.03483 fps:1724 +frame:8.00e+05 wall_t:464 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.191 +2026-01-06 18:42:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:513.60 total_reward_ma:364.35 loss:-0.02937 fps:1723 +frame:8.10e+05 wall_t:470 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.317 +2026-01-06 18:42:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:522.00 total_reward_ma:366.27 loss:-0.0294 fps:1723 +frame:8.20e+05 wall_t:476 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.219 +2026-01-06 18:42:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:521.00 total_reward_ma:368.13 loss:-0.03245 fps:1722 +frame:8.30e+05 wall_t:482 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.146 +2026-01-06 18:42:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:526.00 total_reward_ma:370.01 loss:-0.03412 fps:1721 +frame:8.40e+05 wall_t:488 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.215 +2026-01-06 18:43:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:519.20 total_reward_ma:371.77 loss:-0.03419 fps:1724 +frame:8.50e+05 wall_t:493 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.223 +2026-01-06 18:43:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:524.40 total_reward_ma:373.54 loss:-0.02559 fps:1727 +frame:8.60e+05 wall_t:498 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.119 +2026-01-06 18:43:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:520.20 total_reward_ma:375.23 loss:-0.03094 fps:1726 +frame:8.70e+05 wall_t:504 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.202 +2026-01-06 18:43:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:521.20 total_reward_ma:376.89 loss:-0.03321 fps:1725 +frame:8.80e+05 wall_t:510 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.181 +2026-01-06 18:43:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:518.00 total_reward_ma:378.47 loss:-0.03384 fps:1728 +frame:8.90e+05 wall_t:515 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.111 +2026-01-06 18:43:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:521.00 total_reward_ma:380.06 loss:-0.02623 fps:1727 +frame:9.00e+05 wall_t:521 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.19 +2026-01-06 18:43:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:530.20 total_reward_ma:381.71 loss:-0.0251 fps:1727 +frame:9.10e+05 wall_t:527 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.158 +2026-01-06 18:43:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:534.80 total_reward_ma:383.37 loss:-0.03039 fps:1729 +frame:9.20e+05 wall_t:532 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.108 +2026-01-06 18:43:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:537.40 total_reward_ma:385.03 loss:-0.02677 fps:1729 +frame:9.30e+05 wall_t:538 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.069 +2026-01-06 18:43:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:542.00 total_reward_ma:386.70 loss:-0.02817 fps:1731 +frame:9.40e+05 wall_t:543 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.035 +2026-01-06 18:43:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:532.00 total_reward_ma:388.23 loss:-0.01918 fps:1730 +frame:9.50e+05 wall_t:549 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.137 +2026-01-06 18:44:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:540.60 total_reward_ma:389.81 loss:-0.03184 fps:1730 +frame:9.60e+05 wall_t:555 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.168 +2026-01-06 18:44:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:552.60 total_reward_ma:391.49 loss:-0.02114 fps:1729 +frame:9.70e+05 wall_t:561 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.132 +2026-01-06 18:44:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:554.80 total_reward_ma:393.16 loss:-0.03316 fps:1731 +frame:9.80e+05 wall_t:566 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.169 +2026-01-06 18:44:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:561.40 total_reward_ma:394.86 loss:-0.02732 fps:1731 +frame:9.90e+05 wall_t:572 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.233 +2026-01-06 18:44:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:555.00 total_reward_ma:396.46 loss:-0.02801 fps:1733 +frame:1.00e+06 wall_t:577 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.108 +2026-01-06 18:44:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:564.40 total_reward_ma:401.58 loss:-0.02415 fps:1732 +frame:1.01e+06 wall_t:583 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.108 +2026-01-06 18:44:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:565.00 total_reward_ma:406.55 loss:-0.02601 fps:1732 +frame:1.02e+06 wall_t:589 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.095 +2026-01-06 18:44:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:563.00 total_reward_ma:411.10 loss:-0.01845 fps:1734 +frame:1.03e+06 wall_t:594 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.046 +2026-01-06 18:44:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:559.80 total_reward_ma:415.45 loss:-0.02441 fps:1733 +frame:1.04e+06 wall_t:600 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.084 +2026-01-06 18:44:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:553.80 total_reward_ma:419.58 loss:-0.02678 fps:1736 +frame:1.05e+06 wall_t:605 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.011 +2026-01-06 18:44:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:567.00 total_reward_ma:423.69 loss:-0.0225 fps:1735 +frame:1.06e+06 wall_t:611 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.994 +2026-01-06 18:45:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:562.40 total_reward_ma:427.66 loss:-0.02187 fps:1734 +frame:1.07e+06 wall_t:617 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.9 +2026-01-06 18:45:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:569.60 total_reward_ma:431.59 loss:-0.02193 fps:1736 +frame:1.08e+06 wall_t:622 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.995 +2026-01-06 18:45:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:574.20 total_reward_ma:435.37 loss:-0.01766 fps:1736 +frame:1.09e+06 wall_t:628 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.003 +2026-01-06 18:45:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:577.00 total_reward_ma:438.99 loss:-0.01338 fps:1738 +frame:1.10e+06 wall_t:633 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.997 +2026-01-06 18:45:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:583.60 total_reward_ma:442.48 loss:-0.01891 fps:1740 +frame:1.11e+06 wall_t:638 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.002 +2026-01-06 18:45:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:595.00 total_reward_ma:446.02 loss:-0.01976 fps:1739 +frame:1.12e+06 wall_t:644 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.025 +2026-01-06 18:45:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:601.60 total_reward_ma:449.54 loss:-0.02089 fps:1738 +frame:1.13e+06 wall_t:650 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.999 +2026-01-06 18:45:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:602.60 total_reward_ma:453.03 loss:-0.03044 fps:1738 +frame:1.14e+06 wall_t:656 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.978 +2026-01-06 18:45:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:615.40 total_reward_ma:456.60 loss:-0.01899 fps:1740 +frame:1.15e+06 wall_t:661 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.041 +2026-01-06 18:45:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:625.80 total_reward_ma:460.22 loss:-0.02935 fps:1739 +frame:1.16e+06 wall_t:667 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.025 +2026-01-06 18:46:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:633.60 total_reward_ma:463.90 loss:-0.0291 fps:1738 +frame:1.17e+06 wall_t:673 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.115 +2026-01-06 18:46:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:638.00 total_reward_ma:467.58 loss:-0.02443 fps:1738 +frame:1.18e+06 wall_t:679 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.124 +2026-01-06 18:46:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:648.20 total_reward_ma:471.37 loss:-0.02808 fps:1737 +frame:1.19e+06 wall_t:685 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.094 +2026-01-06 18:46:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:659.80 total_reward_ma:475.26 loss:-0.02486 fps:1742 +frame:1.20e+06 wall_t:689 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.107 +2026-01-06 18:46:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:668.80 total_reward_ma:479.21 loss:-0.01641 fps:1741 +frame:1.21e+06 wall_t:695 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.172 +2026-01-06 18:46:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:664.40 total_reward_ma:482.93 loss:-0.01155 fps:1743 +frame:1.22e+06 wall_t:700 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.083 +2026-01-06 18:46:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:663.60 total_reward_ma:486.61 loss:-0.0219 fps:1742 +frame:1.23e+06 wall_t:706 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.172 +2026-01-06 18:46:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:649.00 total_reward_ma:490.04 loss:-0.02667 fps:1742 +frame:1.24e+06 wall_t:712 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.181 +2026-01-06 18:46:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:648.80 total_reward_ma:493.43 loss:-0.02078 fps:1743 +frame:1.25e+06 wall_t:717 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.135 +2026-01-06 18:46:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:650.80 total_reward_ma:496.79 loss:-0.02915 fps:1743 +frame:1.26e+06 wall_t:723 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.174 +2026-01-06 18:46:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:652.80 total_reward_ma:500.07 loss:-0.02458 fps:1745 +frame:1.27e+06 wall_t:728 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.062 +2026-01-06 18:47:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:660.40 total_reward_ma:503.41 loss:-0.01786 fps:1744 +frame:1.28e+06 wall_t:734 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.072 +2026-01-06 18:47:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:665.40 total_reward_ma:506.79 loss:-0.01498 fps:1746 +frame:1.29e+06 wall_t:739 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.091 +2026-01-06 18:47:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:677.40 total_reward_ma:510.29 loss:-0.01391 fps:1747 +frame:1.30e+06 wall_t:744 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.916 +2026-01-06 18:47:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:687.20 total_reward_ma:513.86 loss:-0.009626 fps:1747 +frame:1.31e+06 wall_t:750 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.127 +2026-01-06 18:47:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:694.00 total_reward_ma:517.54 loss:-0.01636 fps:1748 +frame:1.32e+06 wall_t:755 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.126 +2026-01-06 18:47:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:697.40 total_reward_ma:521.20 loss:-0.02816 fps:1748 +frame:1.33e+06 wall_t:761 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.97 +2026-01-06 18:47:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:696.20 total_reward_ma:524.84 loss:-0.0249 fps:1749 +frame:1.34e+06 wall_t:766 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.034 +2026-01-06 18:47:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:712.20 total_reward_ma:528.62 loss:-0.01172 fps:1751 +frame:1.35e+06 wall_t:771 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.015 +2026-01-06 18:47:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:723.60 total_reward_ma:532.44 loss:-0.01873 fps:1750 +frame:1.36e+06 wall_t:777 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.965 +2026-01-06 18:47:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:736.80 total_reward_ma:536.38 loss:-0.01285 fps:1752 +frame:1.37e+06 wall_t:782 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.952 +2026-01-06 18:47:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:753.40 total_reward_ma:540.48 loss:-0.01853 fps:1753 +frame:1.38e+06 wall_t:787 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.97 +2026-01-06 18:48:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:766.00 total_reward_ma:544.59 loss:-0.02412 fps:1755 +frame:1.39e+06 wall_t:792 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.932 +2026-01-06 18:48:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:793.20 total_reward_ma:548.91 loss:-0.01672 fps:1754 +frame:1.40e+06 wall_t:798 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.919 +2026-01-06 18:48:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:822.80 total_reward_ma:553.49 loss:-0.01779 fps:1756 +frame:1.41e+06 wall_t:803 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.943 +2026-01-06 18:48:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:825.40 total_reward_ma:557.97 loss:-0.01448 fps:1755 +frame:1.42e+06 wall_t:809 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.854 +2026-01-06 18:48:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:846.40 total_reward_ma:562.52 loss:-0.02071 fps:1757 +frame:1.43e+06 wall_t:814 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.834 +2026-01-06 18:48:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:853.40 total_reward_ma:567.06 loss:-0.01828 fps:1756 +frame:1.44e+06 wall_t:820 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.857 +2026-01-06 18:48:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:865.40 total_reward_ma:571.66 loss:-0.01457 fps:1758 +frame:1.45e+06 wall_t:825 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.869 +2026-01-06 18:48:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:873.40 total_reward_ma:576.32 loss:-0.02602 fps:1759 +frame:1.46e+06 wall_t:830 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.809 +2026-01-06 18:48:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:886.00 total_reward_ma:581.13 loss:-0.01708 fps:1758 +frame:1.47e+06 wall_t:836 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.866 +2026-01-06 18:48:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:918.20 total_reward_ma:586.09 loss:-0.01269 fps:1760 +frame:1.48e+06 wall_t:841 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.836 +2026-01-06 18:48:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:937.60 total_reward_ma:591.20 loss:-0.004439 fps:1759 +frame:1.49e+06 wall_t:847 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.752 +2026-01-06 18:48:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:953.60 total_reward_ma:596.42 loss:-0.01792 fps:1761 +frame:1.50e+06 wall_t:852 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.844 +2026-01-06 18:49:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:969.20 total_reward_ma:601.68 loss:-0.02912 fps:1762 +frame:1.51e+06 wall_t:857 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.75 +2026-01-06 18:49:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:981.40 total_reward_ma:607.03 loss:-0.01389 fps:1761 +frame:1.52e+06 wall_t:863 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.81 +2026-01-06 18:49:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1000.80 total_reward_ma:612.59 loss:-0.02119 fps:1763 +frame:1.53e+06 wall_t:868 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.879 +2026-01-06 18:49:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1010.40 total_reward_ma:618.20 loss:-0.01517 fps:1764 +frame:1.54e+06 wall_t:873 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.862 +2026-01-06 18:49:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1027.20 total_reward_ma:623.95 loss:-0.01136 fps:1765 +frame:1.55e+06 wall_t:878 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.845 +2026-01-06 18:49:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1034.40 total_reward_ma:629.72 loss:-0.01369 fps:1767 +frame:1.56e+06 wall_t:883 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.835 +2026-01-06 18:49:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1053.20 total_reward_ma:635.67 loss:0.006416 fps:1766 +frame:1.57e+06 wall_t:889 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.859 +2026-01-06 18:49:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1066.40 total_reward_ma:641.72 loss:0.002796 fps:1767 +frame:1.58e+06 wall_t:894 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.771 +2026-01-06 18:49:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1083.60 total_reward_ma:647.97 loss:-0.0143 fps:1767 +frame:1.59e+06 wall_t:900 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.754 +2026-01-06 18:49:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1091.80 total_reward_ma:654.25 loss:-0.01855 fps:1768 +frame:1.60e+06 wall_t:905 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.752 +2026-01-06 18:49:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1110.20 total_reward_ma:660.69 loss:-0.01529 fps:1767 +frame:1.61e+06 wall_t:911 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.713 +2026-01-06 18:50:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1119.60 total_reward_ma:667.21 loss:-0.01488 fps:1769 +frame:1.62e+06 wall_t:916 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.639 +2026-01-06 18:50:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1118.60 total_reward_ma:673.65 loss:-0.003291 fps:1770 +frame:1.63e+06 wall_t:921 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.632 +2026-01-06 18:50:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1139.60 total_reward_ma:680.23 loss:-0.007336 fps:1771 +frame:1.64e+06 wall_t:926 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.601 +2026-01-06 18:50:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1156.00 total_reward_ma:687.01 loss:-0.02515 fps:1770 +frame:1.65e+06 wall_t:932 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.544 +2026-01-06 18:50:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1162.20 total_reward_ma:693.75 loss:-0.007626 fps:1772 +frame:1.66e+06 wall_t:937 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.581 +2026-01-06 18:50:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1158.80 total_reward_ma:700.36 loss:-0.02314 fps:1773 +frame:1.67e+06 wall_t:942 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.488 +2026-01-06 18:50:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1171.60 total_reward_ma:707.08 loss:0.006463 fps:1772 +frame:1.68e+06 wall_t:948 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.729 +2026-01-06 18:50:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1184.20 total_reward_ma:713.91 loss:-0.00716 fps:1773 +frame:1.69e+06 wall_t:953 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.631 +2026-01-06 18:50:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1191.00 total_reward_ma:720.87 loss:-0.006254 fps:1773 +frame:1.70e+06 wall_t:959 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.448 +2026-01-06 18:50:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1203.40 total_reward_ma:727.93 loss:-0.0224 fps:1774 +frame:1.71e+06 wall_t:964 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.461 +2026-01-06 18:50:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1206.40 total_reward_ma:735.04 loss:-0.02076 fps:1775 +frame:1.72e+06 wall_t:969 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.593 +2026-01-06 18:51:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1220.60 total_reward_ma:742.24 loss:-0.02523 fps:1773 +frame:1.73e+06 wall_t:976 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.547 +2026-01-06 18:51:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1223.00 total_reward_ma:749.28 loss:-0.007209 fps:1772 +frame:1.74e+06 wall_t:982 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.759 +2026-01-06 18:51:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1244.00 total_reward_ma:756.49 loss:-0.02401 fps:1771 +frame:1.75e+06 wall_t:988 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.549 +2026-01-06 18:51:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1250.80 total_reward_ma:763.81 loss:-0.00418 fps:1769 +frame:1.76e+06 wall_t:995 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.653 +2026-01-06 18:51:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1252.20 total_reward_ma:771.20 loss:-0.02798 fps:1768 +frame:1.77e+06 wall_t:1001 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.662 +2026-01-06 18:51:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1246.00 total_reward_ma:778.55 loss:-0.01744 fps:1768 +frame:1.78e+06 wall_t:1007 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.566 +2026-01-06 18:51:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1251.80 total_reward_ma:785.94 loss:-0.01483 fps:1765 +frame:1.79e+06 wall_t:1014 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.724 +2026-01-06 18:51:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1252.00 total_reward_ma:793.31 loss:-0.008175 fps:1766 +frame:1.80e+06 wall_t:1019 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.613 +2026-01-06 18:51:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1252.00 total_reward_ma:800.70 loss:-0.01894 fps:1766 +frame:1.81e+06 wall_t:1025 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.631 +2026-01-06 18:51:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1264.00 total_reward_ma:808.12 loss:-0.01412 fps:1764 +frame:1.82e+06 wall_t:1032 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.58 +2026-01-06 18:52:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1267.80 total_reward_ma:815.58 loss:-0.01852 fps:1763 +frame:1.83e+06 wall_t:1038 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.76 +2026-01-06 18:52:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1270.20 total_reward_ma:823.03 loss:-0.01648 fps:1762 +frame:1.84e+06 wall_t:1044 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.626 +2026-01-06 18:52:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1276.20 total_reward_ma:830.60 loss:0.0006189 fps:1762 +frame:1.85e+06 wall_t:1050 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.739 +2026-01-06 18:52:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1274.40 total_reward_ma:838.10 loss:-0.01008 fps:1760 +frame:1.86e+06 wall_t:1057 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.805 +2026-01-06 18:52:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1282.40 total_reward_ma:845.72 loss:-0.02472 fps:1759 +frame:1.87e+06 wall_t:1063 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.626 +2026-01-06 18:52:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1282.80 total_reward_ma:853.33 loss:-0.02539 fps:1759 +frame:1.88e+06 wall_t:1069 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.653 +2026-01-06 18:52:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1301.40 total_reward_ma:861.17 loss:-0.00589 fps:1758 +frame:1.89e+06 wall_t:1075 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.636 +2026-01-06 18:52:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1300.80 total_reward_ma:868.97 loss:-0.02092 fps:1758 +frame:1.90e+06 wall_t:1081 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.588 +2026-01-06 18:52:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1310.20 total_reward_ma:876.77 loss:-0.01816 fps:1756 +frame:1.91e+06 wall_t:1088 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.581 +2026-01-06 18:53:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1325.80 total_reward_ma:884.68 loss:-0.02228 fps:1755 +frame:1.92e+06 wall_t:1094 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.677 +2026-01-06 18:53:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1329.60 total_reward_ma:892.60 loss:-0.02605 fps:1755 +frame:1.93e+06 wall_t:1100 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.731 +2026-01-06 18:53:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1328.80 total_reward_ma:900.47 loss:-0.01909 fps:1754 +frame:1.94e+06 wall_t:1106 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.773 +2026-01-06 18:53:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1324.80 total_reward_ma:908.39 loss:-0.0281 fps:1754 +frame:1.95e+06 wall_t:1112 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.683 +2026-01-06 18:53:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1327.00 total_reward_ma:916.26 loss:-0.01624 fps:1752 +frame:1.96e+06 wall_t:1119 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.697 +2026-01-06 18:53:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1330.60 total_reward_ma:924.04 loss:-0.02521 fps:1753 +frame:1.97e+06 wall_t:1124 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.615 +2026-01-06 18:53:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1334.20 total_reward_ma:931.83 loss:-0.02614 fps:1752 +frame:1.98e+06 wall_t:1130 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.679 +2026-01-06 18:53:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1340.60 total_reward_ma:939.62 loss:-0.02329 fps:1750 +frame:1.99e+06 wall_t:1137 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.546 +2026-01-06 18:53:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1348.80 total_reward_ma:947.56 loss:-0.02193 fps:1750 +frame:2.00e+06 wall_t:1143 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.632 +2026-01-06 18:53:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1367.40 total_reward_ma:955.59 loss:0.002787 fps:1749 +frame:2.01e+06 wall_t:1149 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.748 +2026-01-06 18:54:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1371.80 total_reward_ma:963.66 loss:-0.0218 fps:1749 +frame:2.02e+06 wall_t:1155 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.528 +2026-01-06 18:54:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1363.00 total_reward_ma:971.66 loss:-0.01882 fps:1748 +frame:2.03e+06 wall_t:1161 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.513 +2026-01-06 18:54:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1379.60 total_reward_ma:979.86 loss:-0.02583 fps:1748 +frame:2.04e+06 wall_t:1167 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.575 +2026-01-06 18:54:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1395.40 total_reward_ma:988.27 loss:-0.01175 fps:1748 +frame:2.05e+06 wall_t:1173 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.607 +2026-01-06 18:54:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1397.40 total_reward_ma:996.58 loss:-0.01484 fps:1747 +frame:2.06e+06 wall_t:1179 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.531 +2026-01-06 18:54:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1400.00 total_reward_ma:1004.95 loss:-0.01251 fps:1747 +frame:2.07e+06 wall_t:1185 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.573 +2026-01-06 18:54:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1388.60 total_reward_ma:1013.14 loss:-0.02244 fps:1745 +frame:2.08e+06 wall_t:1192 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.606 +2026-01-06 18:54:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1391.60 total_reward_ma:1021.32 loss:-0.02061 fps:1745 +frame:2.09e+06 wall_t:1198 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.766 +2026-01-06 18:54:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1394.80 total_reward_ma:1029.50 loss:-0.02244 fps:1744 +frame:2.10e+06 wall_t:1204 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.588 +2026-01-06 18:54:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1399.20 total_reward_ma:1037.65 loss:-0.02503 fps:1744 +frame:2.11e+06 wall_t:1210 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.516 +2026-01-06 18:55:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1400.60 total_reward_ma:1045.71 loss:-0.02544 fps:1743 +frame:2.12e+06 wall_t:1216 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.561 +2026-01-06 18:55:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1405.40 total_reward_ma:1053.75 loss:-0.02271 fps:1742 +frame:2.13e+06 wall_t:1223 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.544 +2026-01-06 18:55:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1417.60 total_reward_ma:1061.90 loss:-0.01379 fps:1743 +frame:2.14e+06 wall_t:1228 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.572 +2026-01-06 18:55:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1413.80 total_reward_ma:1069.88 loss:-0.003563 fps:1741 +frame:2.15e+06 wall_t:1235 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.754 +2026-01-06 18:55:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1423.60 total_reward_ma:1077.86 loss:-0.02581 fps:1741 +frame:2.16e+06 wall_t:1241 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.631 +2026-01-06 18:55:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1416.00 total_reward_ma:1085.68 loss:-0.01114 fps:1740 +frame:2.17e+06 wall_t:1247 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.693 +2026-01-06 18:55:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1413.00 total_reward_ma:1093.43 loss:-0.002824 fps:1740 +frame:2.18e+06 wall_t:1253 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.578 +2026-01-06 18:55:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1411.60 total_reward_ma:1101.07 loss:-0.02596 fps:1739 +frame:2.19e+06 wall_t:1259 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.534 +2026-01-06 18:55:53 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1417.60 total_reward_ma:1108.64 loss:-0.01493 fps:1738 +frame:2.20e+06 wall_t:1266 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.619 +2026-01-06 18:55:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1407.60 total_reward_ma:1116.03 loss:-0.02641 fps:1737 +frame:2.21e+06 wall_t:1272 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.541 +2026-01-06 18:56:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1411.40 total_reward_ma:1123.50 loss:-0.02424 fps:1737 +frame:2.22e+06 wall_t:1278 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.6 +2026-01-06 18:56:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1421.80 total_reward_ma:1131.08 loss:-0.01355 fps:1737 +frame:2.23e+06 wall_t:1284 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.525 +2026-01-06 18:56:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1417.60 total_reward_ma:1138.77 loss:-0.01128 fps:1736 +frame:2.24e+06 wall_t:1290 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.573 +2026-01-06 18:56:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1419.40 total_reward_ma:1146.48 loss:-0.02684 fps:1735 +frame:2.25e+06 wall_t:1297 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.602 +2026-01-06 18:56:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1419.00 total_reward_ma:1154.16 loss:-0.02213 fps:1734 +frame:2.26e+06 wall_t:1303 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.53 +2026-01-06 18:56:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1421.00 total_reward_ma:1161.84 loss:-0.02819 fps:1734 +frame:2.27e+06 wall_t:1309 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.687 +2026-01-06 18:56:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1439.80 total_reward_ma:1169.63 loss:-0.02458 fps:1734 +frame:2.28e+06 wall_t:1315 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.6 +2026-01-06 18:56:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1445.20 total_reward_ma:1177.43 loss:-0.01789 fps:1732 +frame:2.29e+06 wall_t:1322 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.679 +2026-01-06 18:56:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1449.40 total_reward_ma:1185.15 loss:-0.01999 fps:1732 +frame:2.30e+06 wall_t:1328 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.536 +2026-01-06 18:57:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1438.00 total_reward_ma:1192.66 loss:-0.01049 fps:1732 +frame:2.31e+06 wall_t:1334 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.64 +2026-01-06 18:57:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1435.20 total_reward_ma:1200.07 loss:-0.02738 fps:1731 +frame:2.32e+06 wall_t:1340 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.562 +2026-01-06 18:57:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1437.60 total_reward_ma:1207.47 loss:-0.01516 fps:1731 +frame:2.33e+06 wall_t:1346 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.654 +2026-01-06 18:57:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1436.40 total_reward_ma:1214.88 loss:-0.02564 fps:1729 +frame:2.34e+06 wall_t:1353 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.675 +2026-01-06 18:57:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1439.80 total_reward_ma:1222.15 loss:-0.02565 fps:1729 +frame:2.35e+06 wall_t:1359 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.639 +2026-01-06 18:57:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1426.20 total_reward_ma:1229.18 loss:-0.009384 fps:1729 +frame:2.36e+06 wall_t:1365 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.636 +2026-01-06 18:57:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1440.40 total_reward_ma:1236.21 loss:-0.007281 fps:1727 +frame:2.37e+06 wall_t:1372 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.654 +2026-01-06 18:57:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1453.00 total_reward_ma:1243.21 loss:-0.02064 fps:1727 +frame:2.38e+06 wall_t:1378 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.661 +2026-01-06 18:57:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1453.80 total_reward_ma:1250.09 loss:-0.02345 fps:1728 +frame:2.39e+06 wall_t:1383 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.641 +2026-01-06 18:57:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1445.00 total_reward_ma:1256.61 loss:-0.01919 fps:1727 +frame:2.40e+06 wall_t:1390 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.726 +2026-01-06 18:58:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1449.40 total_reward_ma:1262.87 loss:-0.009677 fps:1726 +frame:2.41e+06 wall_t:1396 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.711 +2026-01-06 18:58:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1438.40 total_reward_ma:1269.00 loss:-0.02247 fps:1726 +frame:2.42e+06 wall_t:1402 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.713 +2026-01-06 18:58:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1440.20 total_reward_ma:1274.94 loss:-0.02827 fps:1726 +frame:2.43e+06 wall_t:1408 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.602 +2026-01-06 18:58:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1448.00 total_reward_ma:1280.89 loss:-0.02413 fps:1724 +frame:2.44e+06 wall_t:1415 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.676 +2026-01-06 18:58:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1449.60 total_reward_ma:1286.73 loss:-0.01019 fps:1724 +frame:2.45e+06 wall_t:1421 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.544 +2026-01-06 18:58:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1448.80 total_reward_ma:1292.48 loss:-0.006052 fps:1724 +frame:2.46e+06 wall_t:1427 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.637 +2026-01-06 18:58:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1447.80 total_reward_ma:1298.10 loss:-0.03248 fps:1724 +frame:2.47e+06 wall_t:1433 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.726 +2026-01-06 18:58:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1452.80 total_reward_ma:1303.45 loss:-0.02211 fps:1723 +frame:2.48e+06 wall_t:1439 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.584 +2026-01-06 18:58:53 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1460.80 total_reward_ma:1308.68 loss:-0.02963 fps:1722 +frame:2.49e+06 wall_t:1446 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.721 +2026-01-06 18:58:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1454.60 total_reward_ma:1313.69 loss:-0.02668 fps:1722 +frame:2.50e+06 wall_t:1452 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.718 +2026-01-06 18:59:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1455.20 total_reward_ma:1318.55 loss:-0.01814 fps:1722 +frame:2.51e+06 wall_t:1458 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.756 +2026-01-06 18:59:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1472.20 total_reward_ma:1323.46 loss:-0.01812 fps:1720 +frame:2.52e+06 wall_t:1465 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.682 +2026-01-06 18:59:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1474.80 total_reward_ma:1328.20 loss:-0.02653 fps:1720 +frame:2.53e+06 wall_t:1471 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.709 +2026-01-06 18:59:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1475.20 total_reward_ma:1332.84 loss:-0.02479 fps:1720 +frame:2.54e+06 wall_t:1477 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.647 +2026-01-06 18:59:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1471.20 total_reward_ma:1337.28 loss:-0.003442 fps:1719 +frame:2.55e+06 wall_t:1483 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.628 +2026-01-06 18:59:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1484.80 total_reward_ma:1341.79 loss:-0.02824 fps:1718 +frame:2.56e+06 wall_t:1490 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.608 +2026-01-06 18:59:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1490.40 total_reward_ma:1346.16 loss:-0.02632 fps:1718 +frame:2.57e+06 wall_t:1496 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.597 +2026-01-06 18:59:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1492.20 total_reward_ma:1350.42 loss:-0.02869 fps:1718 +frame:2.58e+06 wall_t:1502 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.611 +2026-01-06 18:59:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1497.60 total_reward_ma:1354.56 loss:-0.02839 fps:1718 +frame:2.59e+06 wall_t:1508 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.594 +2026-01-06 19:00:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1518.80 total_reward_ma:1358.83 loss:-0.02946 fps:1716 +frame:2.60e+06 wall_t:1515 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.69 +2026-01-06 19:00:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1530.20 total_reward_ma:1363.03 loss:-0.02924 fps:1716 +frame:2.61e+06 wall_t:1521 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.672 +2026-01-06 19:00:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1527.20 total_reward_ma:1367.10 loss:-0.03077 fps:1716 +frame:2.62e+06 wall_t:1527 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.754 +2026-01-06 19:00:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1544.60 total_reward_ma:1371.36 loss:-0.02175 fps:1714 +frame:2.63e+06 wall_t:1534 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.675 +2026-01-06 19:00:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1547.60 total_reward_ma:1375.44 loss:-0.02779 fps:1714 +frame:2.64e+06 wall_t:1540 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.661 +2026-01-06 19:00:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1550.20 total_reward_ma:1379.39 loss:-0.02555 fps:1714 +frame:2.65e+06 wall_t:1546 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.694 +2026-01-06 19:00:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1555.40 total_reward_ma:1383.32 loss:-0.02776 fps:1713 +frame:2.66e+06 wall_t:1553 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.656 +2026-01-06 19:00:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1566.80 total_reward_ma:1387.40 loss:-0.02438 fps:1713 +frame:2.67e+06 wall_t:1559 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.626 +2026-01-06 19:00:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1569.20 total_reward_ma:1391.37 loss:-0.02721 fps:1712 +frame:2.68e+06 wall_t:1565 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.692 +2026-01-06 19:00:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1564.20 total_reward_ma:1395.17 loss:0.0111 fps:1712 +frame:2.69e+06 wall_t:1571 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.729 +2026-01-06 19:01:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1561.00 total_reward_ma:1398.87 loss:-0.02854 fps:1712 +frame:2.70e+06 wall_t:1577 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.764 +2026-01-06 19:01:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1564.40 total_reward_ma:1402.48 loss:-0.02888 fps:1711 +frame:2.71e+06 wall_t:1584 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.55 +2026-01-06 19:01:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1570.20 total_reward_ma:1406.12 loss:-0.02421 fps:1711 +frame:2.72e+06 wall_t:1590 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.622 +2026-01-06 19:01:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1574.20 total_reward_ma:1409.66 loss:-0.02363 fps:1711 +frame:2.73e+06 wall_t:1596 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.649 +2026-01-06 19:01:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1572.20 total_reward_ma:1413.15 loss:-0.0281 fps:1710 +frame:2.74e+06 wall_t:1602 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.664 +2026-01-06 19:01:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1576.40 total_reward_ma:1416.47 loss:-0.01902 fps:1710 +frame:2.75e+06 wall_t:1608 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.745 +2026-01-06 19:01:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1562.20 total_reward_ma:1419.59 loss:-0.01206 fps:1710 +frame:2.76e+06 wall_t:1614 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.579 +2026-01-06 19:01:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1554.40 total_reward_ma:1422.61 loss:-0.02829 fps:1709 +frame:2.77e+06 wall_t:1621 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.572 +2026-01-06 19:01:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1565.20 total_reward_ma:1425.80 loss:-0.01409 fps:1709 +frame:2.78e+06 wall_t:1627 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.657 +2026-01-06 19:02:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1555.80 total_reward_ma:1428.84 loss:-0.02318 fps:1709 +frame:2.79e+06 wall_t:1633 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.641 +2026-01-06 19:02:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1543.20 total_reward_ma:1431.75 loss:-0.01754 fps:1707 +frame:2.80e+06 wall_t:1640 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.58 +2026-01-06 19:02:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1544.40 total_reward_ma:1434.68 loss:-0.02498 fps:1707 +frame:2.81e+06 wall_t:1646 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.785 +2026-01-06 19:02:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1540.40 total_reward_ma:1437.44 loss:-0.02611 fps:1707 +frame:2.82e+06 wall_t:1652 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.536 +2026-01-06 19:02:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1540.20 total_reward_ma:1440.17 loss:-0.02606 fps:1706 +frame:2.83e+06 wall_t:1659 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.574 +2026-01-06 19:02:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1540.40 total_reward_ma:1442.87 loss:-0.02413 fps:1706 +frame:2.84e+06 wall_t:1665 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.503 +2026-01-06 19:02:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1538.00 total_reward_ma:1445.49 loss:-0.01376 fps:1705 +frame:2.85e+06 wall_t:1672 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.559 +2026-01-06 19:02:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1533.80 total_reward_ma:1448.08 loss:-0.02237 fps:1704 +frame:2.86e+06 wall_t:1678 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.528 +2026-01-06 19:02:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1534.20 total_reward_ma:1450.60 loss:-0.01173 fps:1703 +frame:2.87e+06 wall_t:1685 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.602 +2026-01-06 19:02:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1532.80 total_reward_ma:1453.10 loss:-0.02687 fps:1703 +frame:2.88e+06 wall_t:1691 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.545 +2026-01-06 19:03:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1536.20 total_reward_ma:1455.45 loss:0.00266 fps:1702 +frame:2.89e+06 wall_t:1698 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.529 +2026-01-06 19:03:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1544.00 total_reward_ma:1457.88 loss:-0.02831 fps:1702 +frame:2.90e+06 wall_t:1704 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.534 +2026-01-06 19:03:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1550.20 total_reward_ma:1460.28 loss:-0.02759 fps:1702 +frame:2.91e+06 wall_t:1710 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.587 +2026-01-06 19:03:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1543.40 total_reward_ma:1462.45 loss:-0.01426 fps:1702 +frame:2.92e+06 wall_t:1716 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.599 +2026-01-06 19:03:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1549.40 total_reward_ma:1464.65 loss:-0.02354 fps:1702 +frame:2.93e+06 wall_t:1722 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.514 +2026-01-06 19:03:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1544.00 total_reward_ma:1466.80 loss:-0.02356 fps:1700 +frame:2.94e+06 wall_t:1729 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.491 +2026-01-06 19:03:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1539.20 total_reward_ma:1468.95 loss:-0.01525 fps:1700 +frame:2.95e+06 wall_t:1735 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.526 +2026-01-06 19:03:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1535.20 total_reward_ma:1471.03 loss:-0.01311 fps:1699 +frame:2.96e+06 wall_t:1742 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.567 +2026-01-06 19:03:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1551.00 total_reward_ma:1473.23 loss:0.01285 fps:1699 +frame:2.97e+06 wall_t:1748 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.614 +2026-01-06 19:04:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1539.20 total_reward_ma:1475.28 loss:-0.01284 fps:1698 +frame:2.98e+06 wall_t:1755 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.732 +2026-01-06 19:04:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1537.60 total_reward_ma:1477.25 loss:-0.01695 fps:1699 +frame:2.99e+06 wall_t:1760 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.636 +2026-01-06 19:04:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1536.20 total_reward_ma:1479.13 loss:-0.02758 fps:1698 +frame:3.00e+06 wall_t:1767 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.737 +2026-01-06 19:04:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1549.60 total_reward_ma:1480.95 loss:-0.02477 fps:1698 +frame:3.01e+06 wall_t:1773 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.658 +2026-01-06 19:04:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1536.20 total_reward_ma:1482.59 loss:-0.02223 fps:1697 +frame:3.02e+06 wall_t:1780 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.576 +2026-01-06 19:04:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1536.40 total_reward_ma:1484.33 loss:-0.01787 fps:1697 +frame:3.03e+06 wall_t:1786 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.558 +2026-01-06 19:04:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1530.20 total_reward_ma:1485.83 loss:-0.03038 fps:1696 +frame:3.04e+06 wall_t:1792 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.61 +2026-01-06 19:04:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1529.00 total_reward_ma:1487.17 loss:-0.02835 fps:1696 +frame:3.05e+06 wall_t:1798 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.696 +2026-01-06 19:04:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1534.20 total_reward_ma:1488.54 loss:-0.02996 fps:1696 +frame:3.06e+06 wall_t:1804 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.658 +2026-01-06 19:04:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1525.20 total_reward_ma:1489.79 loss:-0.03148 fps:1695 +frame:3.07e+06 wall_t:1811 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.633 +2026-01-06 19:05:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1521.40 total_reward_ma:1491.12 loss:-0.01132 fps:1695 +frame:3.08e+06 wall_t:1817 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.636 +2026-01-06 19:05:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1522.20 total_reward_ma:1492.42 loss:-0.02999 fps:1695 +frame:3.09e+06 wall_t:1823 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.642 +2026-01-06 19:05:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1512.00 total_reward_ma:1493.60 loss:-0.02598 fps:1695 +frame:3.10e+06 wall_t:1829 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.51 +2026-01-06 19:05:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1509.40 total_reward_ma:1494.70 loss:-0.02105 fps:1694 +frame:3.11e+06 wall_t:1836 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.582 +2026-01-06 19:05:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1504.40 total_reward_ma:1495.74 loss:-0.02148 fps:1694 +frame:3.12e+06 wall_t:1842 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.61 +2026-01-06 19:05:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1503.80 total_reward_ma:1496.72 loss:-0.02605 fps:1694 +frame:3.13e+06 wall_t:1848 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.55 +2026-01-06 19:05:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1495.60 total_reward_ma:1497.50 loss:-0.01331 fps:1694 +frame:3.14e+06 wall_t:1854 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.534 +2026-01-06 19:05:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1500.60 total_reward_ma:1498.37 loss:-0.02584 fps:1693 +frame:3.15e+06 wall_t:1861 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.669 +2026-01-06 19:05:53 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1496.80 total_reward_ma:1499.10 loss:-0.02253 fps:1693 +frame:3.16e+06 wall_t:1866 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.657 +2026-01-06 19:06:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1495.20 total_reward_ma:1499.89 loss:-0.02008 fps:1692 +frame:3.17e+06 wall_t:1873 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.626 +2026-01-06 19:06:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1510.40 total_reward_ma:1500.87 loss:-0.0253 fps:1692 +frame:3.18e+06 wall_t:1879 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.52 +2026-01-06 19:06:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1526.00 total_reward_ma:1502.01 loss:-0.02585 fps:1692 +frame:3.19e+06 wall_t:1885 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.444 +2026-01-06 19:06:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1533.80 total_reward_ma:1503.17 loss:-0.03061 fps:1692 +frame:3.20e+06 wall_t:1891 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.573 +2026-01-06 19:06:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1541.00 total_reward_ma:1504.51 loss:-0.03097 fps:1692 +frame:3.21e+06 wall_t:1897 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.612 +2026-01-06 19:06:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1547.40 total_reward_ma:1505.87 loss:-0.01397 fps:1692 +frame:3.22e+06 wall_t:1903 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.516 +2026-01-06 19:06:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1562.60 total_reward_ma:1507.27 loss:-0.03043 fps:1691 +frame:3.23e+06 wall_t:1910 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.596 +2026-01-06 19:06:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1569.00 total_reward_ma:1508.79 loss:-0.02397 fps:1691 +frame:3.24e+06 wall_t:1916 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.582 +2026-01-06 19:06:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1572.40 total_reward_ma:1510.32 loss:-0.02581 fps:1691 +frame:3.25e+06 wall_t:1922 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.503 +2026-01-06 19:06:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1573.40 total_reward_ma:1511.86 loss:-0.02435 fps:1691 +frame:3.26e+06 wall_t:1928 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.579 +2026-01-06 19:07:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1571.40 total_reward_ma:1513.37 loss:-0.02883 fps:1691 +frame:3.27e+06 wall_t:1934 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.482 +2026-01-06 19:07:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1581.00 total_reward_ma:1514.78 loss:-0.02555 fps:1691 +frame:3.28e+06 wall_t:1940 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.559 +2026-01-06 19:07:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1587.60 total_reward_ma:1516.20 loss:-0.01552 fps:1691 +frame:3.29e+06 wall_t:1946 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.567 +2026-01-06 19:07:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1595.20 total_reward_ma:1517.66 loss:-0.02949 fps:1691 +frame:3.30e+06 wall_t:1952 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.57 +2026-01-06 19:07:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1597.00 total_reward_ma:1519.25 loss:-0.03025 fps:1690 +frame:3.31e+06 wall_t:1959 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.622 +2026-01-06 19:07:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1602.60 total_reward_ma:1520.92 loss:-0.0257 fps:1690 +frame:3.32e+06 wall_t:1965 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.522 +2026-01-06 19:07:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1607.00 total_reward_ma:1522.62 loss:-0.02284 fps:1689 +frame:3.33e+06 wall_t:1971 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.472 +2026-01-06 19:07:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1616.00 total_reward_ma:1524.41 loss:-0.01413 fps:1689 +frame:3.34e+06 wall_t:1977 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.513 +2026-01-06 19:07:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1615.80 total_reward_ma:1526.17 loss:-0.03048 fps:1689 +frame:3.35e+06 wall_t:1983 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.543 +2026-01-06 19:07:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1621.00 total_reward_ma:1528.12 loss:-0.02573 fps:1689 +frame:3.36e+06 wall_t:1989 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.537 +2026-01-06 19:08:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1630.20 total_reward_ma:1530.02 loss:-0.02531 fps:1688 +frame:3.37e+06 wall_t:1996 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.544 +2026-01-06 19:08:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1639.80 total_reward_ma:1531.89 loss:-0.01067 fps:1688 +frame:3.38e+06 wall_t:2002 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.672 +2026-01-06 19:08:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1639.40 total_reward_ma:1533.74 loss:-0.02793 fps:1688 +frame:3.39e+06 wall_t:2008 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.644 +2026-01-06 19:08:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1631.80 total_reward_ma:1535.61 loss:-0.02742 fps:1688 +frame:3.40e+06 wall_t:2014 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.51 +2026-01-06 19:08:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1634.60 total_reward_ma:1537.46 loss:-0.02089 fps:1688 +frame:3.41e+06 wall_t:2020 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.572 +2026-01-06 19:08:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1634.00 total_reward_ma:1539.42 loss:-0.03126 fps:1688 +frame:3.42e+06 wall_t:2026 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.487 +2026-01-06 19:08:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1629.60 total_reward_ma:1541.31 loss:-0.02849 fps:1688 +frame:3.43e+06 wall_t:2032 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.731 +2026-01-06 19:08:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1617.00 total_reward_ma:1543.00 loss:-0.0284 fps:1687 +frame:3.44e+06 wall_t:2039 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.569 +2026-01-06 19:08:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1612.40 total_reward_ma:1544.63 loss:-0.02513 fps:1687 +frame:3.45e+06 wall_t:2045 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.646 +2026-01-06 19:08:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1616.60 total_reward_ma:1546.31 loss:-0.02792 fps:1687 +frame:3.46e+06 wall_t:2051 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.441 +2026-01-06 19:09:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1613.00 total_reward_ma:1547.96 loss:-0.02467 fps:1688 +frame:3.47e+06 wall_t:2056 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.63 +2026-01-06 19:09:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1611.80 total_reward_ma:1549.55 loss:-0.02785 fps:1688 +frame:3.48e+06 wall_t:2062 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.597 +2026-01-06 19:09:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1616.20 total_reward_ma:1551.11 loss:-0.005998 fps:1688 +frame:3.49e+06 wall_t:2067 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.646 +2026-01-06 19:09:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1613.40 total_reward_ma:1552.69 loss:-0.02863 fps:1689 +frame:3.50e+06 wall_t:2072 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.608 +2026-01-06 19:09:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1614.80 total_reward_ma:1554.29 loss:-0.01191 fps:1689 +frame:3.51e+06 wall_t:2078 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.623 +2026-01-06 19:09:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1603.80 total_reward_ma:1555.61 loss:-0.01161 fps:1689 +frame:3.52e+06 wall_t:2084 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.654 +2026-01-06 19:09:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1601.60 total_reward_ma:1556.87 loss:-0.01103 fps:1690 +frame:3.53e+06 wall_t:2089 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.588 +2026-01-06 19:09:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1601.60 total_reward_ma:1558.14 loss:-0.0247 fps:1690 +frame:3.54e+06 wall_t:2095 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.633 +2026-01-06 19:09:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1608.00 total_reward_ma:1559.51 loss:-0.01324 fps:1690 +frame:3.55e+06 wall_t:2101 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.534 +2026-01-06 19:09:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1599.00 total_reward_ma:1560.65 loss:-0.0196 fps:1690 +frame:3.56e+06 wall_t:2107 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.524 +2026-01-06 19:10:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1600.20 total_reward_ma:1561.75 loss:-0.01342 fps:1690 +frame:3.57e+06 wall_t:2113 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.503 +2026-01-06 19:10:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1599.20 total_reward_ma:1562.82 loss:-0.02366 fps:1689 +frame:3.58e+06 wall_t:2119 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.529 +2026-01-06 19:10:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1593.60 total_reward_ma:1563.78 loss:-0.02442 fps:1689 +frame:3.59e+06 wall_t:2125 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.617 +2026-01-06 19:10:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1597.40 total_reward_ma:1564.56 loss:0.003777 fps:1689 +frame:3.60e+06 wall_t:2131 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.521 +2026-01-06 19:10:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1589.80 total_reward_ma:1565.16 loss:-0.02535 fps:1690 +frame:3.61e+06 wall_t:2136 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.55 +2026-01-06 19:10:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1593.80 total_reward_ma:1565.82 loss:-0.01947 fps:1690 +frame:3.62e+06 wall_t:2142 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.639 +2026-01-06 19:10:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1591.80 total_reward_ma:1566.30 loss:-0.02515 fps:1691 +frame:3.63e+06 wall_t:2147 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.527 +2026-01-06 19:10:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1589.40 total_reward_ma:1566.71 loss:-0.009952 fps:1691 +frame:3.64e+06 wall_t:2153 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.573 +2026-01-06 19:10:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1597.80 total_reward_ma:1567.19 loss:-0.02601 fps:1691 +frame:3.65e+06 wall_t:2159 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.537 +2026-01-06 19:10:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1595.60 total_reward_ma:1567.59 loss:-0.03157 fps:1691 +frame:3.66e+06 wall_t:2164 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.616 +2026-01-06 19:10:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1603.00 total_reward_ma:1567.95 loss:-0.01088 fps:1692 +frame:3.67e+06 wall_t:2169 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.611 +2026-01-06 19:11:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1597.00 total_reward_ma:1568.23 loss:-0.005908 fps:1692 +frame:3.68e+06 wall_t:2175 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.577 +2026-01-06 19:11:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1597.80 total_reward_ma:1568.57 loss:-0.03097 fps:1693 +frame:3.69e+06 wall_t:2180 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.653 +2026-01-06 19:11:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1596.00 total_reward_ma:1568.92 loss:-0.01022 fps:1693 +frame:3.70e+06 wall_t:2185 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.636 +2026-01-06 19:11:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1599.00 total_reward_ma:1569.26 loss:-0.03251 fps:1693 +frame:3.71e+06 wall_t:2191 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.614 +2026-01-06 19:11:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1595.40 total_reward_ma:1569.52 loss:-0.0196 fps:1693 +frame:3.72e+06 wall_t:2197 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.533 +2026-01-06 19:11:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1608.80 total_reward_ma:1569.86 loss:-0.0263 fps:1694 +frame:3.73e+06 wall_t:2202 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.613 +2026-01-06 19:11:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1598.80 total_reward_ma:1570.13 loss:-0.01398 fps:1695 +frame:3.74e+06 wall_t:2207 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.683 +2026-01-06 19:11:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1611.60 total_reward_ma:1570.48 loss:-0.02754 fps:1695 +frame:3.75e+06 wall_t:2213 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.724 +2026-01-06 19:11:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1614.80 total_reward_ma:1571.01 loss:-0.02866 fps:1695 +frame:3.76e+06 wall_t:2218 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.677 +2026-01-06 19:11:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1619.20 total_reward_ma:1571.65 loss:-0.03049 fps:1696 +frame:3.77e+06 wall_t:2223 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.673 +2026-01-06 19:11:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1623.60 total_reward_ma:1572.24 loss:-0.02246 fps:1697 +frame:3.78e+06 wall_t:2228 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.765 +2026-01-06 19:12:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1621.20 total_reward_ma:1572.89 loss:-0.03036 fps:1697 +frame:3.79e+06 wall_t:2234 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.679 +2026-01-06 19:12:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1615.00 total_reward_ma:1573.61 loss:-0.03153 fps:1697 +frame:3.80e+06 wall_t:2239 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.662 +2026-01-06 19:12:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1616.60 total_reward_ma:1574.33 loss:-0.0327 fps:1698 +frame:3.81e+06 wall_t:2244 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.69 +2026-01-06 19:12:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1607.20 total_reward_ma:1575.00 loss:-0.005107 fps:1699 +frame:3.82e+06 wall_t:2249 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.694 +2026-01-06 19:12:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1604.80 total_reward_ma:1575.65 loss:-0.01122 fps:1698 +frame:3.83e+06 wall_t:2255 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.68 +2026-01-06 19:12:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1596.60 total_reward_ma:1576.21 loss:-0.011 fps:1699 +frame:3.84e+06 wall_t:2260 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.732 +2026-01-06 19:12:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1592.40 total_reward_ma:1576.75 loss:-0.02571 fps:1700 +frame:3.85e+06 wall_t:2265 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.749 +2026-01-06 19:12:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1595.80 total_reward_ma:1577.37 loss:-0.03155 fps:1700 +frame:3.86e+06 wall_t:2270 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.69 +2026-01-06 19:12:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1590.00 total_reward_ma:1577.93 loss:-0.02924 fps:1700 +frame:3.87e+06 wall_t:2276 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.627 +2026-01-06 19:12:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1590.80 total_reward_ma:1578.51 loss:-0.02988 fps:1701 +frame:3.88e+06 wall_t:2281 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.639 +2026-01-06 19:12:53 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1599.40 total_reward_ma:1579.14 loss:-0.02124 fps:1702 +frame:3.89e+06 wall_t:2286 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.639 +2026-01-06 19:12:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1597.80 total_reward_ma:1579.68 loss:-0.03023 fps:1702 +frame:3.90e+06 wall_t:2292 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.701 +2026-01-06 19:13:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1592.80 total_reward_ma:1580.11 loss:-0.03152 fps:1702 +frame:3.91e+06 wall_t:2297 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.601 +2026-01-06 19:13:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1592.60 total_reward_ma:1580.60 loss:0.001421 fps:1703 +frame:3.92e+06 wall_t:2302 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.602 +2026-01-06 19:13:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1586.60 total_reward_ma:1580.97 loss:-0.02619 fps:1704 +frame:3.93e+06 wall_t:2307 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.603 +2026-01-06 19:13:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1583.40 total_reward_ma:1581.36 loss:-0.02763 fps:1703 +frame:3.94e+06 wall_t:2313 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.725 +2026-01-06 19:13:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1588.20 total_reward_ma:1581.85 loss:-0.01568 fps:1704 +frame:3.95e+06 wall_t:2318 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.597 +2026-01-06 19:13:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1588.60 total_reward_ma:1582.39 loss:-0.02592 fps:1705 +frame:3.96e+06 wall_t:2323 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.542 +2026-01-06 19:13:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1584.60 total_reward_ma:1582.72 loss:-0.02046 fps:1705 +frame:3.97e+06 wall_t:2328 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.668 +2026-01-06 19:13:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1581.60 total_reward_ma:1583.15 loss:-0.02997 fps:1705 +frame:3.98e+06 wall_t:2334 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.637 +2026-01-06 19:13:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1580.00 total_reward_ma:1583.57 loss:-0.03486 fps:1706 +frame:3.99e+06 wall_t:2339 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.704 +2026-01-06 19:13:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1579.20 total_reward_ma:1584.00 loss:-0.03025 fps:1706 +frame:4.00e+06 wall_t:2344 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.617 +2026-01-06 19:13:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1595.80 total_reward_ma:1584.46 loss:-0.03054 fps:1706 +frame:4.01e+06 wall_t:2350 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.653 +2026-01-06 19:14:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1594.40 total_reward_ma:1585.05 loss:-0.03094 fps:1708 +frame:4.02e+06 wall_t:2354 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.612 +2026-01-06 19:14:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1604.40 total_reward_ma:1585.73 loss:-0.0297 fps:1708 +frame:4.03e+06 wall_t:2359 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.592 +2026-01-06 19:14:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1610.40 total_reward_ma:1586.53 loss:-0.03319 fps:1708 +frame:4.04e+06 wall_t:2365 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.666 +2026-01-06 19:14:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1623.20 total_reward_ma:1587.47 loss:-0.03319 fps:1709 +frame:4.05e+06 wall_t:2370 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.652 +2026-01-06 19:14:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1635.60 total_reward_ma:1588.48 loss:-0.03153 fps:1709 +frame:4.06e+06 wall_t:2375 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.56 +2026-01-06 19:14:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1636.80 total_reward_ma:1589.60 loss:0.01522 fps:1709 +frame:4.07e+06 wall_t:2381 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.565 +2026-01-06 19:14:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1633.00 total_reward_ma:1590.72 loss:-0.01696 fps:1710 +frame:4.08e+06 wall_t:2386 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.735 +2026-01-06 19:14:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1636.40 total_reward_ma:1591.86 loss:-0.008315 fps:1710 +frame:4.09e+06 wall_t:2392 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.759 +2026-01-06 19:14:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1632.20 total_reward_ma:1593.06 loss:-0.03076 fps:1710 +frame:4.10e+06 wall_t:2397 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.678 +2026-01-06 19:14:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1630.20 total_reward_ma:1594.27 loss:-0.0279 fps:1711 +frame:4.11e+06 wall_t:2402 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.745 +2026-01-06 19:14:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1632.40 total_reward_ma:1595.55 loss:-0.03142 fps:1711 +frame:4.12e+06 wall_t:2408 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.647 +2026-01-06 19:15:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1638.80 total_reward_ma:1596.90 loss:-0.0309 fps:1711 +frame:4.13e+06 wall_t:2414 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.582 +2026-01-06 19:15:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1648.20 total_reward_ma:1598.42 loss:-0.02639 fps:1711 +frame:4.14e+06 wall_t:2419 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.652 +2026-01-06 19:15:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1656.00 total_reward_ma:1599.98 loss:-0.0288 fps:1711 +frame:4.15e+06 wall_t:2425 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.595 +2026-01-06 19:15:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1662.20 total_reward_ma:1601.63 loss:-0.02801 fps:1711 +frame:4.16e+06 wall_t:2431 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.607 +2026-01-06 19:15:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1665.80 total_reward_ma:1603.34 loss:-0.0307 fps:1712 +frame:4.17e+06 wall_t:2436 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.654 +2026-01-06 19:15:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1670.00 total_reward_ma:1604.93 loss:-0.03184 fps:1712 +frame:4.18e+06 wall_t:2442 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.686 +2026-01-06 19:15:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1673.20 total_reward_ma:1606.41 loss:-0.03072 fps:1712 +frame:4.19e+06 wall_t:2448 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.667 +2026-01-06 19:15:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1678.40 total_reward_ma:1607.85 loss:-0.0334 fps:1712 +frame:4.20e+06 wall_t:2453 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.635 +2026-01-06 19:15:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1683.00 total_reward_ma:1609.27 loss:-0.02917 fps:1712 +frame:4.21e+06 wall_t:2459 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.64 +2026-01-06 19:15:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1678.40 total_reward_ma:1610.58 loss:-0.02544 fps:1712 +frame:4.22e+06 wall_t:2465 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.528 +2026-01-06 19:15:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1678.60 total_reward_ma:1611.74 loss:-0.02738 fps:1713 +frame:4.23e+06 wall_t:2470 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.585 +2026-01-06 19:16:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1682.40 total_reward_ma:1612.88 loss:-0.02605 fps:1712 +frame:4.24e+06 wall_t:2476 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.56 +2026-01-06 19:16:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1678.20 total_reward_ma:1613.93 loss:-0.02869 fps:1713 +frame:4.25e+06 wall_t:2481 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.517 +2026-01-06 19:16:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1679.60 total_reward_ma:1615.00 loss:-0.03113 fps:1713 +frame:4.26e+06 wall_t:2487 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.524 +2026-01-06 19:16:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1679.80 total_reward_ma:1616.08 loss:-0.02946 fps:1714 +frame:4.27e+06 wall_t:2491 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.59 +2026-01-06 19:16:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1675.00 total_reward_ma:1617.02 loss:-0.02743 fps:1714 +frame:4.28e+06 wall_t:2497 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.655 +2026-01-06 19:16:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1682.00 total_reward_ma:1617.96 loss:-0.02866 fps:1715 +frame:4.29e+06 wall_t:2502 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.587 +2026-01-06 19:16:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1687.00 total_reward_ma:1618.88 loss:-0.02829 fps:1715 +frame:4.30e+06 wall_t:2507 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.629 +2026-01-06 19:16:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1695.00 total_reward_ma:1619.86 loss:-0.02891 fps:1716 +frame:4.31e+06 wall_t:2512 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.544 +2026-01-06 19:16:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1696.40 total_reward_ma:1620.80 loss:-0.02652 fps:1716 +frame:4.32e+06 wall_t:2518 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.442 +2026-01-06 19:16:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1701.60 total_reward_ma:1621.75 loss:-0.01199 fps:1716 +frame:4.33e+06 wall_t:2524 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.554 +2026-01-06 19:16:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1702.00 total_reward_ma:1622.61 loss:-0.02538 fps:1716 +frame:4.34e+06 wall_t:2529 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.542 +2026-01-06 19:17:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1696.80 total_reward_ma:1623.42 loss:-0.0297 fps:1716 +frame:4.35e+06 wall_t:2535 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.58 +2026-01-06 19:17:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1690.20 total_reward_ma:1624.11 loss:-0.03252 fps:1717 +frame:4.36e+06 wall_t:2540 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.643 +2026-01-06 19:17:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1691.00 total_reward_ma:1624.72 loss:-0.03005 fps:1717 +frame:4.37e+06 wall_t:2545 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.484 +2026-01-06 19:17:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1689.80 total_reward_ma:1625.22 loss:-0.02659 fps:1717 +frame:4.38e+06 wall_t:2551 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.475 +2026-01-06 19:17:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1689.00 total_reward_ma:1625.71 loss:-0.02439 fps:1717 +frame:4.39e+06 wall_t:2557 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.358 +2026-01-06 19:17:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1690.00 total_reward_ma:1626.29 loss:-0.02753 fps:1717 +frame:4.40e+06 wall_t:2562 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.558 +2026-01-06 19:17:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1690.40 total_reward_ma:1626.85 loss:-0.02849 fps:1718 +frame:4.41e+06 wall_t:2567 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.463 +2026-01-06 19:17:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1694.60 total_reward_ma:1627.46 loss:-0.02776 fps:1719 +frame:4.42e+06 wall_t:2572 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.537 +2026-01-06 19:17:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1693.20 total_reward_ma:1628.09 loss:-0.03133 fps:1718 +frame:4.43e+06 wall_t:2578 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.593 +2026-01-06 19:17:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1697.40 total_reward_ma:1628.90 loss:-0.02798 fps:1720 +frame:4.44e+06 wall_t:2582 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.674 +2026-01-06 19:17:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1700.40 total_reward_ma:1629.78 loss:-0.0287 fps:1719 +frame:4.45e+06 wall_t:2588 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.524 +2026-01-06 19:18:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1704.40 total_reward_ma:1630.66 loss:-0.01345 fps:1720 +frame:4.46e+06 wall_t:2593 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.501 +2026-01-06 19:18:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1701.60 total_reward_ma:1631.54 loss:-0.0273 fps:1720 +frame:4.47e+06 wall_t:2599 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.472 +2026-01-06 19:18:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1699.40 total_reward_ma:1632.42 loss:-0.02579 fps:1720 +frame:4.48e+06 wall_t:2604 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.448 +2026-01-06 19:18:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1693.00 total_reward_ma:1633.19 loss:-0.02625 fps:1720 +frame:4.49e+06 wall_t:2610 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.395 +2026-01-06 19:18:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1697.80 total_reward_ma:1634.03 loss:-0.02699 fps:1721 +frame:4.50e+06 wall_t:2615 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.47 +2026-01-06 19:18:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1698.00 total_reward_ma:1634.86 loss:-0.03005 fps:1721 +frame:4.51e+06 wall_t:2620 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.533 +2026-01-06 19:18:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1700.40 total_reward_ma:1635.83 loss:-0.0293 fps:1722 +frame:4.52e+06 wall_t:2625 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.523 +2026-01-06 19:18:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1703.20 total_reward_ma:1636.84 loss:-0.02801 fps:1722 +frame:4.53e+06 wall_t:2630 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.527 +2026-01-06 19:18:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1704.00 total_reward_ma:1637.87 loss:-0.0265 fps:1722 +frame:4.54e+06 wall_t:2636 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.469 +2026-01-06 19:18:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1704.20 total_reward_ma:1638.83 loss:-0.02719 fps:1723 +frame:4.55e+06 wall_t:2641 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.515 +2026-01-06 19:18:53 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1702.20 total_reward_ma:1639.86 loss:-0.02937 fps:1723 +frame:4.56e+06 wall_t:2646 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.524 +2026-01-06 19:18:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1709.20 total_reward_ma:1640.95 loss:-0.02887 fps:1724 +frame:4.57e+06 wall_t:2651 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.497 +2026-01-06 19:19:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1713.60 total_reward_ma:1642.10 loss:-0.0276 fps:1724 +frame:4.58e+06 wall_t:2657 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.469 +2026-01-06 19:19:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1712.00 total_reward_ma:1643.28 loss:-0.03054 fps:1724 +frame:4.59e+06 wall_t:2662 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.484 +2026-01-06 19:19:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1713.80 total_reward_ma:1644.44 loss:-0.02953 fps:1725 +frame:4.60e+06 wall_t:2667 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.469 +2026-01-06 19:19:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1717.00 total_reward_ma:1645.72 loss:-0.02636 fps:1725 +frame:4.61e+06 wall_t:2672 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.476 +2026-01-06 19:19:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1713.00 total_reward_ma:1646.91 loss:-0.01085 fps:1725 +frame:4.62e+06 wall_t:2678 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.564 +2026-01-06 19:19:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1711.40 total_reward_ma:1648.10 loss:-0.02725 fps:1726 +frame:4.63e+06 wall_t:2683 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.592 +2026-01-06 19:19:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1707.00 total_reward_ma:1649.28 loss:-0.01127 fps:1726 +frame:4.64e+06 wall_t:2688 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.616 +2026-01-06 19:19:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1701.40 total_reward_ma:1650.32 loss:-0.02772 fps:1726 +frame:4.65e+06 wall_t:2694 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.416 +2026-01-06 19:19:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1696.20 total_reward_ma:1651.32 loss:-0.02425 fps:1727 +frame:4.66e+06 wall_t:2699 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.522 +2026-01-06 19:19:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1695.20 total_reward_ma:1652.24 loss:-0.02971 fps:1727 +frame:4.67e+06 wall_t:2704 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.471 +2026-01-06 19:19:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1690.40 total_reward_ma:1653.18 loss:-0.033 fps:1728 +frame:4.68e+06 wall_t:2709 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.549 +2026-01-06 19:20:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1690.20 total_reward_ma:1654.10 loss:-0.01502 fps:1727 +frame:4.69e+06 wall_t:2715 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.498 +2026-01-06 19:20:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1701.80 total_reward_ma:1655.16 loss:-0.02669 fps:1728 +frame:4.70e+06 wall_t:2720 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.49 +2026-01-06 19:20:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1703.60 total_reward_ma:1656.21 loss:-0.02573 fps:1728 +frame:4.71e+06 wall_t:2725 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.469 +2026-01-06 19:20:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1696.40 total_reward_ma:1657.22 loss:-0.02624 fps:1729 +frame:4.72e+06 wall_t:2730 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.441 +2026-01-06 19:20:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1688.60 total_reward_ma:1658.01 loss:-0.02802 fps:1729 +frame:4.73e+06 wall_t:2736 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.411 +2026-01-06 19:20:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1696.80 total_reward_ma:1658.99 loss:-0.01378 fps:1729 +frame:4.74e+06 wall_t:2741 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.507 +2026-01-06 19:20:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1691.60 total_reward_ma:1659.79 loss:-0.02989 fps:1730 +frame:4.75e+06 wall_t:2746 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.538 +2026-01-06 19:20:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1692.60 total_reward_ma:1660.57 loss:-0.02655 fps:1730 +frame:4.76e+06 wall_t:2751 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.476 +2026-01-06 19:20:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1691.40 total_reward_ma:1661.29 loss:-0.007651 fps:1730 +frame:4.77e+06 wall_t:2757 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.453 +2026-01-06 19:20:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1700.40 total_reward_ma:1662.06 loss:-0.0252 fps:1731 +frame:4.78e+06 wall_t:2762 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.472 +2026-01-06 19:20:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1701.00 total_reward_ma:1662.86 loss:-0.02825 fps:1731 +frame:4.79e+06 wall_t:2767 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.452 +2026-01-06 19:20:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1691.00 total_reward_ma:1663.62 loss:-0.02972 fps:1732 +frame:4.80e+06 wall_t:2772 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.434 +2026-01-06 19:21:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1694.20 total_reward_ma:1664.40 loss:-0.02781 fps:1731 +frame:4.81e+06 wall_t:2778 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.476 +2026-01-06 19:21:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1695.60 total_reward_ma:1665.28 loss:-0.02955 fps:1731 +frame:4.82e+06 wall_t:2784 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.508 +2026-01-06 19:21:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1692.80 total_reward_ma:1666.16 loss:-0.03006 fps:1732 +frame:4.83e+06 wall_t:2789 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.593 +2026-01-06 19:21:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1691.60 total_reward_ma:1667.11 loss:-0.02954 fps:1732 +frame:4.84e+06 wall_t:2795 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.597 +2026-01-06 19:21:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1693.80 total_reward_ma:1668.12 loss:-0.03251 fps:1731 +frame:4.85e+06 wall_t:2802 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.511 +2026-01-06 19:21:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1699.00 total_reward_ma:1669.16 loss:-0.02777 fps:1731 +frame:4.86e+06 wall_t:2808 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.535 +2026-01-06 19:21:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1708.20 total_reward_ma:1670.34 loss:-0.006904 fps:1731 +frame:4.87e+06 wall_t:2814 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.588 +2026-01-06 19:21:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1712.80 total_reward_ma:1671.56 loss:-0.01628 fps:1730 +frame:4.88e+06 wall_t:2820 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.542 +2026-01-06 19:21:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1716.80 total_reward_ma:1672.73 loss:-0.03162 fps:1730 +frame:4.89e+06 wall_t:2827 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.657 +2026-01-06 19:22:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1721.80 total_reward_ma:1673.97 loss:-0.03467 fps:1730 +frame:4.90e+06 wall_t:2833 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.668 +2026-01-06 19:22:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1725.80 total_reward_ma:1675.30 loss:-0.03161 fps:1729 +frame:4.91e+06 wall_t:2839 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.605 +2026-01-06 19:22:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1725.80 total_reward_ma:1676.63 loss:-0.02819 fps:1729 +frame:4.92e+06 wall_t:2845 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.477 +2026-01-06 19:22:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1727.60 total_reward_ma:1678.04 loss:-0.03195 fps:1729 +frame:4.93e+06 wall_t:2852 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.679 +2026-01-06 19:22:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1727.00 total_reward_ma:1679.48 loss:-0.01531 fps:1728 +frame:4.94e+06 wall_t:2858 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.592 +2026-01-06 19:22:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1731.80 total_reward_ma:1680.92 loss:-0.02937 fps:1728 +frame:4.95e+06 wall_t:2864 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.557 +2026-01-06 19:22:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1727.40 total_reward_ma:1682.30 loss:-0.02721 fps:1728 +frame:4.96e+06 wall_t:2870 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.558 +2026-01-06 19:22:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1727.00 total_reward_ma:1683.73 loss:-0.01439 fps:1728 +frame:4.97e+06 wall_t:2876 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.524 +2026-01-06 19:22:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1719.80 total_reward_ma:1685.11 loss:-0.02375 fps:1727 +frame:4.98e+06 wall_t:2883 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.426 +2026-01-06 19:22:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1718.20 total_reward_ma:1686.49 loss:-0.03028 fps:1727 +frame:4.99e+06 wall_t:2889 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.665 +2026-01-06 19:23:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1723.60 total_reward_ma:1687.94 loss:-0.02712 fps:1727 +frame:5.00e+06 wall_t:2895 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.544 +2026-01-06 19:23:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1722.40 total_reward_ma:1689.20 loss:-0.02812 fps:1727 +frame:5.01e+06 wall_t:2901 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.502 +2026-01-06 19:23:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1733.60 total_reward_ma:1690.59 loss:-0.03053 fps:1726 +frame:5.02e+06 wall_t:2908 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.612 +2026-01-06 19:23:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1734.80 total_reward_ma:1691.90 loss:-0.01861 fps:1726 +frame:5.03e+06 wall_t:2914 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.582 +2026-01-06 19:23:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1722.20 total_reward_ma:1693.02 loss:-0.02903 fps:1726 +frame:5.04e+06 wall_t:2920 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.512 +2026-01-06 19:23:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1715.40 total_reward_ma:1693.94 loss:-0.02615 fps:1726 +frame:5.05e+06 wall_t:2926 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.489 +2026-01-06 19:23:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1724.80 total_reward_ma:1694.83 loss:-0.02815 fps:1725 +frame:5.06e+06 wall_t:2933 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.621 +2026-01-06 19:23:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1720.40 total_reward_ma:1695.67 loss:-0.03183 fps:1725 +frame:5.07e+06 wall_t:2939 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.512 +2026-01-06 19:23:53 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1720.60 total_reward_ma:1696.54 loss:-0.03106 fps:1724 +frame:5.08e+06 wall_t:2946 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.478 +2026-01-06 19:23:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1717.20 total_reward_ma:1697.35 loss:-0.02759 fps:1724 +frame:5.09e+06 wall_t:2952 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.557 +2026-01-06 19:24:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1722.80 total_reward_ma:1698.26 loss:-0.02697 fps:1724 +frame:5.10e+06 wall_t:2958 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.522 +2026-01-06 19:24:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1721.80 total_reward_ma:1699.17 loss:-0.02771 fps:1723 +frame:5.11e+06 wall_t:2965 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.548 +2026-01-06 19:24:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1720.20 total_reward_ma:1700.05 loss:-0.02731 fps:1723 +frame:5.12e+06 wall_t:2971 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.505 +2026-01-06 19:24:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1714.00 total_reward_ma:1700.80 loss:-0.009972 fps:1724 +frame:5.13e+06 wall_t:2976 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.605 +2026-01-06 19:24:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1714.80 total_reward_ma:1701.47 loss:-0.02522 fps:1724 +frame:5.14e+06 wall_t:2982 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.527 +2026-01-06 19:24:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1711.80 total_reward_ma:1702.03 loss:-0.02877 fps:1723 +frame:5.15e+06 wall_t:2989 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.523 +2026-01-06 19:24:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1706.40 total_reward_ma:1702.47 loss:-0.03004 fps:1723 +frame:5.16e+06 wall_t:2995 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.629 +2026-01-06 19:24:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1717.20 total_reward_ma:1702.98 loss:-0.004537 fps:1723 +frame:5.17e+06 wall_t:3001 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.608 +2026-01-06 19:24:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1717.40 total_reward_ma:1703.46 loss:-0.0302 fps:1723 +frame:5.18e+06 wall_t:3007 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.553 +2026-01-06 19:25:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1719.00 total_reward_ma:1703.91 loss:-0.02898 fps:1722 +frame:5.19e+06 wall_t:3014 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.488 +2026-01-06 19:25:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1723.80 total_reward_ma:1704.37 loss:-0.02953 fps:1722 +frame:5.20e+06 wall_t:3020 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.597 +2026-01-06 19:25:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1724.40 total_reward_ma:1704.78 loss:-0.02442 fps:1722 +frame:5.21e+06 wall_t:3026 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.526 +2026-01-06 19:25:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1714.20 total_reward_ma:1705.14 loss:-0.02684 fps:1722 +frame:5.22e+06 wall_t:3032 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.584 +2026-01-06 19:25:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1713.60 total_reward_ma:1705.49 loss:-0.03147 fps:1721 +frame:5.23e+06 wall_t:3039 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.535 +2026-01-06 19:25:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1708.40 total_reward_ma:1705.75 loss:-0.0295 fps:1721 +frame:5.24e+06 wall_t:3045 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.546 +2026-01-06 19:25:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1706.40 total_reward_ma:1706.03 loss:-0.01688 fps:1721 +frame:5.25e+06 wall_t:3051 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.614 +2026-01-06 19:25:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1721.20 total_reward_ma:1706.45 loss:-0.02857 fps:1720 +frame:5.26e+06 wall_t:3058 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.513 +2026-01-06 19:25:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1725.00 total_reward_ma:1706.90 loss:-0.02787 fps:1720 +frame:5.27e+06 wall_t:3064 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.46 +2026-01-06 19:25:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1720.00 total_reward_ma:1707.35 loss:-0.02889 fps:1720 +frame:5.28e+06 wall_t:3070 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.577 +2026-01-06 19:26:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1717.60 total_reward_ma:1707.71 loss:-0.01578 fps:1720 +frame:5.29e+06 wall_t:3076 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.561 +2026-01-06 19:26:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1721.00 total_reward_ma:1708.05 loss:-0.02916 fps:1720 +frame:5.30e+06 wall_t:3082 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.54 +2026-01-06 19:26:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1721.00 total_reward_ma:1708.31 loss:-0.01565 fps:1720 +frame:5.31e+06 wall_t:3088 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.6 +2026-01-06 19:26:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1719.40 total_reward_ma:1708.54 loss:-0.03122 fps:1719 +frame:5.32e+06 wall_t:3095 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.514 +2026-01-06 19:26:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1721.80 total_reward_ma:1708.74 loss:-0.02772 fps:1719 +frame:5.33e+06 wall_t:3101 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.496 +2026-01-06 19:26:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1718.80 total_reward_ma:1708.91 loss:-0.02951 fps:1719 +frame:5.34e+06 wall_t:3107 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.564 +2026-01-06 19:26:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1721.40 total_reward_ma:1709.15 loss:-0.0323 fps:1718 +frame:5.35e+06 wall_t:3114 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.645 +2026-01-06 19:26:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1713.80 total_reward_ma:1709.39 loss:-0.02756 fps:1718 +frame:5.36e+06 wall_t:3120 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.614 +2026-01-06 19:26:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1715.60 total_reward_ma:1709.63 loss:-0.003761 fps:1717 +frame:5.37e+06 wall_t:3127 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.636 +2026-01-06 19:27:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1714.40 total_reward_ma:1709.88 loss:-0.03005 fps:1718 +frame:5.38e+06 wall_t:3132 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.485 +2026-01-06 19:27:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1707.40 total_reward_ma:1710.06 loss:-0.02535 fps:1717 +frame:5.39e+06 wall_t:3139 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.512 +2026-01-06 19:27:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1708.40 total_reward_ma:1710.25 loss:-0.02776 fps:1717 +frame:5.40e+06 wall_t:3145 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.522 +2026-01-06 19:27:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1708.60 total_reward_ma:1710.43 loss:-0.02929 fps:1716 +frame:5.41e+06 wall_t:3152 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.503 +2026-01-06 19:27:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1708.20 total_reward_ma:1710.57 loss:-0.03062 fps:1716 +frame:5.42e+06 wall_t:3158 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.591 +2026-01-06 19:27:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1709.20 total_reward_ma:1710.73 loss:-0.01425 fps:1716 +frame:5.43e+06 wall_t:3164 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.584 +2026-01-06 19:27:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1701.80 total_reward_ma:1710.77 loss:-0.03028 fps:1716 +frame:5.44e+06 wall_t:3171 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.555 +2026-01-06 19:27:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1703.20 total_reward_ma:1710.80 loss:-0.02487 fps:1715 +frame:5.45e+06 wall_t:3177 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.492 +2026-01-06 19:27:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1705.60 total_reward_ma:1710.81 loss:-0.01454 fps:1715 +frame:5.46e+06 wall_t:3184 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.6 +2026-01-06 19:27:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1706.20 total_reward_ma:1710.86 loss:-0.0306 fps:1715 +frame:5.47e+06 wall_t:3189 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.661 +2026-01-06 19:28:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1708.80 total_reward_ma:1710.95 loss:-0.02919 fps:1715 +frame:5.48e+06 wall_t:3195 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.566 +2026-01-06 19:28:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1711.20 total_reward_ma:1711.13 loss:-0.02818 fps:1715 +frame:5.49e+06 wall_t:3202 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.471 +2026-01-06 19:28:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1716.40 total_reward_ma:1711.32 loss:-0.02602 fps:1714 +frame:5.50e+06 wall_t:3208 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.417 +2026-01-06 19:28:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1724.60 total_reward_ma:1711.58 loss:-0.02918 fps:1714 +frame:5.51e+06 wall_t:3214 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.461 +2026-01-06 19:28:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1722.60 total_reward_ma:1711.81 loss:-0.02864 fps:1714 +frame:5.52e+06 wall_t:3220 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.536 +2026-01-06 19:28:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1719.60 total_reward_ma:1711.97 loss:-0.02843 fps:1714 +frame:5.53e+06 wall_t:3227 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.439 +2026-01-06 19:28:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1721.20 total_reward_ma:1712.14 loss:-0.02876 fps:1714 +frame:5.54e+06 wall_t:3233 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.521 +2026-01-06 19:28:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1723.60 total_reward_ma:1712.34 loss:-0.02879 fps:1713 +frame:5.55e+06 wall_t:3239 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.485 +2026-01-06 19:28:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1722.80 total_reward_ma:1712.54 loss:-0.02359 fps:1713 +frame:5.56e+06 wall_t:3245 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.526 +2026-01-06 19:28:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1731.60 total_reward_ma:1712.77 loss:-0.03089 fps:1713 +frame:5.57e+06 wall_t:3251 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.605 +2026-01-06 19:29:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1731.20 total_reward_ma:1712.94 loss:-0.03012 fps:1713 +frame:5.58e+06 wall_t:3257 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.604 +2026-01-06 19:29:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1732.60 total_reward_ma:1713.15 loss:-0.02762 fps:1713 +frame:5.59e+06 wall_t:3264 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.508 +2026-01-06 19:29:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1732.20 total_reward_ma:1713.33 loss:-0.02734 fps:1713 +frame:5.60e+06 wall_t:3270 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.489 +2026-01-06 19:29:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1745.40 total_reward_ma:1713.62 loss:-0.03043 fps:1712 +frame:5.61e+06 wall_t:3276 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.594 +2026-01-06 19:29:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1746.00 total_reward_ma:1713.95 loss:-0.03027 fps:1712 +frame:5.62e+06 wall_t:3283 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.554 +2026-01-06 19:29:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1752.60 total_reward_ma:1714.36 loss:-0.02896 fps:1712 +frame:5.63e+06 wall_t:3289 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.395 +2026-01-06 19:29:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1757.60 total_reward_ma:1714.86 loss:-0.02863 fps:1712 +frame:5.64e+06 wall_t:3295 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.457 +2026-01-06 19:29:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1758.00 total_reward_ma:1715.43 loss:-0.02749 fps:1712 +frame:5.65e+06 wall_t:3301 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.448 +2026-01-06 19:29:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1768.20 total_reward_ma:1716.15 loss:-0.02324 fps:1712 +frame:5.66e+06 wall_t:3307 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.426 +2026-01-06 19:30:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1772.80 total_reward_ma:1716.93 loss:-0.02904 fps:1711 +frame:5.67e+06 wall_t:3314 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.551 +2026-01-06 19:30:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1772.60 total_reward_ma:1717.75 loss:-0.02764 fps:1710 +frame:5.68e+06 wall_t:3321 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.518 +2026-01-06 19:30:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1773.80 total_reward_ma:1718.58 loss:-0.02786 fps:1710 +frame:5.69e+06 wall_t:3327 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.498 +2026-01-06 19:30:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1767.40 total_reward_ma:1719.24 loss:-0.02946 fps:1710 +frame:5.70e+06 wall_t:3333 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.681 +2026-01-06 19:30:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1763.80 total_reward_ma:1719.84 loss:-0.02911 fps:1710 +frame:5.71e+06 wall_t:3340 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.516 +2026-01-06 19:30:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1756.60 total_reward_ma:1720.44 loss:-0.02588 fps:1710 +frame:5.72e+06 wall_t:3345 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.514 +2026-01-06 19:30:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1755.60 total_reward_ma:1721.11 loss:-0.02726 fps:1709 +frame:5.73e+06 wall_t:3352 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.57 +2026-01-06 19:30:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1758.60 total_reward_ma:1721.73 loss:-0.02921 fps:1709 +frame:5.74e+06 wall_t:3358 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.536 +2026-01-06 19:30:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1762.40 total_reward_ma:1722.44 loss:-0.02609 fps:1709 +frame:5.75e+06 wall_t:3364 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.486 +2026-01-06 19:30:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1760.20 total_reward_ma:1723.12 loss:0.0005087 fps:1709 +frame:5.76e+06 wall_t:3371 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.562 +2026-01-06 19:31:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1760.60 total_reward_ma:1723.81 loss:-0.02817 fps:1709 +frame:5.77e+06 wall_t:3376 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.654 +2026-01-06 19:31:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1757.40 total_reward_ma:1724.38 loss:-0.02995 fps:1709 +frame:5.78e+06 wall_t:3383 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.531 +2026-01-06 19:31:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1756.60 total_reward_ma:1724.93 loss:-0.02878 fps:1708 +frame:5.79e+06 wall_t:3389 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.442 +2026-01-06 19:31:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1760.00 total_reward_ma:1725.62 loss:-0.02533 fps:1708 +frame:5.80e+06 wall_t:3396 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.413 +2026-01-06 19:31:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1761.00 total_reward_ma:1726.29 loss:-0.02585 fps:1708 +frame:5.81e+06 wall_t:3401 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.385 +2026-01-06 19:31:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1761.60 total_reward_ma:1726.95 loss:-0.02849 fps:1708 +frame:5.82e+06 wall_t:3408 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.373 +2026-01-06 19:31:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1756.00 total_reward_ma:1727.58 loss:-0.02762 fps:1708 +frame:5.83e+06 wall_t:3414 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.472 +2026-01-06 19:31:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1752.40 total_reward_ma:1728.19 loss:-0.02532 fps:1707 +frame:5.84e+06 wall_t:3421 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.539 +2026-01-06 19:31:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1740.40 total_reward_ma:1728.66 loss:-0.02748 fps:1707 +frame:5.85e+06 wall_t:3427 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.606 +2026-01-06 19:32:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1740.20 total_reward_ma:1729.07 loss:-0.027 fps:1706 +frame:5.86e+06 wall_t:3434 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.608 +2026-01-06 19:32:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1734.80 total_reward_ma:1729.34 loss:-0.01272 fps:1706 +frame:5.87e+06 wall_t:3440 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.579 +2026-01-06 19:32:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1726.80 total_reward_ma:1729.48 loss:0.002929 fps:1706 +frame:5.88e+06 wall_t:3447 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.636 +2026-01-06 19:32:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1714.00 total_reward_ma:1729.45 loss:-0.02676 fps:1706 +frame:5.89e+06 wall_t:3452 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.537 +2026-01-06 19:32:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1714.20 total_reward_ma:1729.37 loss:-0.02688 fps:1706 +frame:5.90e+06 wall_t:3459 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.493 +2026-01-06 19:32:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1713.80 total_reward_ma:1729.25 loss:-0.0273 fps:1706 +frame:5.91e+06 wall_t:3465 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.497 +2026-01-06 19:32:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1715.80 total_reward_ma:1729.15 loss:-0.02949 fps:1706 +frame:5.92e+06 wall_t:3471 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.54 +2026-01-06 19:32:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1718.40 total_reward_ma:1729.06 loss:-0.0307 fps:1705 +frame:5.93e+06 wall_t:3477 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.6 +2026-01-06 19:32:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1721.40 total_reward_ma:1729.00 loss:-0.02894 fps:1705 +frame:5.94e+06 wall_t:3483 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.61 +2026-01-06 19:32:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1722.60 total_reward_ma:1728.91 loss:-0.01176 fps:1705 +frame:5.95e+06 wall_t:3489 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.54 +2026-01-06 19:33:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1720.40 total_reward_ma:1728.84 loss:-0.02517 fps:1705 +frame:5.96e+06 wall_t:3496 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.599 +2026-01-06 19:33:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1720.40 total_reward_ma:1728.78 loss:-0.02973 fps:1705 +frame:5.97e+06 wall_t:3502 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.588 +2026-01-06 19:33:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1716.00 total_reward_ma:1728.74 loss:-0.02976 fps:1705 +frame:5.98e+06 wall_t:3508 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.686 +2026-01-06 19:33:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1712.40 total_reward_ma:1728.68 loss:-0.02783 fps:1705 +frame:5.99e+06 wall_t:3514 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.46 +2026-01-06 19:33:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1720.20 total_reward_ma:1728.65 loss:-0.02861 fps:1705 +frame:6.00e+06 wall_t:3520 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.53 +2026-01-06 19:33:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1719.60 total_reward_ma:1728.62 loss:-0.02704 fps:1704 +frame:6.01e+06 wall_t:3527 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.536 +2026-01-06 19:33:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1716.80 total_reward_ma:1728.45 loss:-0.01215 fps:1704 +frame:6.02e+06 wall_t:3533 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.621 +2026-01-06 19:33:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1714.20 total_reward_ma:1728.24 loss:-0.0304 fps:1704 +frame:6.03e+06 wall_t:3539 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.567 +2026-01-06 19:33:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1715.00 total_reward_ma:1728.17 loss:-0.02853 fps:1704 +frame:6.04e+06 wall_t:3545 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.534 +2026-01-06 19:33:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1718.20 total_reward_ma:1728.20 loss:-0.03013 fps:1704 +frame:6.05e+06 wall_t:3551 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.68 +2026-01-06 19:34:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1719.60 total_reward_ma:1728.15 loss:-0.03037 fps:1704 +frame:6.06e+06 wall_t:3557 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.705 +2026-01-06 19:34:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1728.60 total_reward_ma:1728.23 loss:-0.03125 fps:1704 +frame:6.07e+06 wall_t:3563 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.726 +2026-01-06 19:34:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1729.20 total_reward_ma:1728.32 loss:-0.007551 fps:1704 +frame:6.08e+06 wall_t:3568 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.582 +2026-01-06 19:34:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1730.40 total_reward_ma:1728.45 loss:-0.02786 fps:1704 +frame:6.09e+06 wall_t:3574 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.686 +2026-01-06 19:34:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1732.20 total_reward_ma:1728.54 loss:-0.02684 fps:1704 +frame:6.10e+06 wall_t:3580 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.613 +2026-01-06 19:34:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1730.00 total_reward_ma:1728.62 loss:-0.01459 fps:1704 +frame:6.11e+06 wall_t:3585 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.636 +2026-01-06 19:34:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1731.20 total_reward_ma:1728.73 loss:-0.03003 fps:1704 +frame:6.12e+06 wall_t:3591 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.565 +2026-01-06 19:34:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1726.80 total_reward_ma:1728.86 loss:-0.02908 fps:1704 +frame:6.13e+06 wall_t:3597 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.66 +2026-01-06 19:34:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1728.80 total_reward_ma:1729.00 loss:-0.03168 fps:1704 +frame:6.14e+06 wall_t:3603 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.73 +2026-01-06 19:34:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1730.00 total_reward_ma:1729.18 loss:-0.01587 fps:1704 +frame:6.15e+06 wall_t:3609 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.767 +2026-01-06 19:35:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1724.40 total_reward_ma:1729.36 loss:-0.01322 fps:1704 +frame:6.16e+06 wall_t:3615 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.596 +2026-01-06 19:35:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1723.60 total_reward_ma:1729.43 loss:-0.02488 fps:1704 +frame:6.17e+06 wall_t:3621 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.479 +2026-01-06 19:35:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1724.00 total_reward_ma:1729.49 loss:-0.02871 fps:1704 +frame:6.18e+06 wall_t:3627 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.589 +2026-01-06 19:35:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1724.00 total_reward_ma:1729.54 loss:-0.02927 fps:1704 +frame:6.19e+06 wall_t:3633 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.467 +2026-01-06 19:35:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1730.80 total_reward_ma:1729.61 loss:-0.02782 fps:1704 +frame:6.20e+06 wall_t:3639 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.454 +2026-01-06 19:35:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1735.00 total_reward_ma:1729.72 loss:-0.02761 fps:1704 +frame:6.21e+06 wall_t:3645 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 19:35:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1731.00 total_reward_ma:1729.89 loss:-0.03136 fps:1704 +frame:6.22e+06 wall_t:3650 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.487 +2026-01-06 19:35:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1733.40 total_reward_ma:1730.09 loss:-0.02611 fps:1704 +frame:6.23e+06 wall_t:3656 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.566 +2026-01-06 19:35:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1734.00 total_reward_ma:1730.34 loss:-0.03061 fps:1704 +frame:6.24e+06 wall_t:3662 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.665 +2026-01-06 19:35:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1742.80 total_reward_ma:1730.71 loss:-0.03284 fps:1704 +frame:6.25e+06 wall_t:3667 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.64 +2026-01-06 19:36:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1742.80 total_reward_ma:1730.92 loss:-0.03206 fps:1704 +frame:6.26e+06 wall_t:3673 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.482 +2026-01-06 19:36:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1745.80 total_reward_ma:1731.13 loss:-0.02695 fps:1704 +frame:6.27e+06 wall_t:3679 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.503 +2026-01-06 19:36:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1750.80 total_reward_ma:1731.44 loss:-0.0295 fps:1704 +frame:6.28e+06 wall_t:3685 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.45 +2026-01-06 19:36:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1752.20 total_reward_ma:1731.78 loss:-0.02873 fps:1704 +frame:6.29e+06 wall_t:3691 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 19:36:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1747.00 total_reward_ma:1732.04 loss:-0.02765 fps:1705 +frame:6.30e+06 wall_t:3696 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.435 +2026-01-06 19:36:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1750.00 total_reward_ma:1732.33 loss:-0.03058 fps:1704 +frame:6.31e+06 wall_t:3702 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.405 +2026-01-06 19:36:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1749.80 total_reward_ma:1732.64 loss:-0.02912 fps:1705 +frame:6.32e+06 wall_t:3707 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 19:36:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1753.80 total_reward_ma:1732.96 loss:-0.03195 fps:1705 +frame:6.33e+06 wall_t:3713 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 19:36:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1765.80 total_reward_ma:1733.43 loss:-0.0193 fps:1705 +frame:6.34e+06 wall_t:3719 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.576 +2026-01-06 19:36:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1766.80 total_reward_ma:1733.88 loss:-0.03194 fps:1705 +frame:6.35e+06 wall_t:3725 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.498 +2026-01-06 19:36:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1772.00 total_reward_ma:1734.46 loss:-0.02407 fps:1705 +frame:6.36e+06 wall_t:3731 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 19:37:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1771.40 total_reward_ma:1735.02 loss:-0.02728 fps:1705 +frame:6.37e+06 wall_t:3737 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.305 +2026-01-06 19:37:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1776.60 total_reward_ma:1735.64 loss:-0.02922 fps:1705 +frame:6.38e+06 wall_t:3743 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.522 +2026-01-06 19:37:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1781.20 total_reward_ma:1736.38 loss:-0.02963 fps:1704 +frame:6.39e+06 wall_t:3749 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.517 +2026-01-06 19:37:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1782.40 total_reward_ma:1737.12 loss:-0.02519 fps:1705 +frame:6.40e+06 wall_t:3754 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.444 +2026-01-06 19:37:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1784.80 total_reward_ma:1737.88 loss:-0.02828 fps:1705 +frame:6.41e+06 wall_t:3760 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.465 +2026-01-06 19:37:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1784.60 total_reward_ma:1738.65 loss:-0.02743 fps:1705 +frame:6.42e+06 wall_t:3766 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.418 +2026-01-06 19:37:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1784.60 total_reward_ma:1739.40 loss:-0.02698 fps:1705 +frame:6.43e+06 wall_t:3772 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.487 +2026-01-06 19:37:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1783.00 total_reward_ma:1740.21 loss:-0.03145 fps:1705 +frame:6.44e+06 wall_t:3778 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.486 +2026-01-06 19:37:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1781.40 total_reward_ma:1741.00 loss:-0.02925 fps:1705 +frame:6.45e+06 wall_t:3784 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.34 +2026-01-06 19:37:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1781.00 total_reward_ma:1741.75 loss:-0.02347 fps:1704 +frame:6.46e+06 wall_t:3790 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 19:38:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1783.00 total_reward_ma:1742.52 loss:-0.02611 fps:1704 +frame:6.47e+06 wall_t:3796 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.49 +2026-01-06 19:38:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1784.60 total_reward_ma:1743.28 loss:-0.02896 fps:1704 +frame:6.48e+06 wall_t:3802 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.597 +2026-01-06 19:38:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1785.60 total_reward_ma:1744.02 loss:-0.02965 fps:1705 +frame:6.49e+06 wall_t:3807 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.501 +2026-01-06 19:38:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1783.80 total_reward_ma:1744.69 loss:-0.02406 fps:1705 +frame:6.50e+06 wall_t:3813 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.652 +2026-01-06 19:38:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1780.20 total_reward_ma:1745.25 loss:-0.03056 fps:1705 +frame:6.51e+06 wall_t:3819 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.47 +2026-01-06 19:38:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1787.40 total_reward_ma:1745.90 loss:-0.02697 fps:1705 +frame:6.52e+06 wall_t:3824 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.433 +2026-01-06 19:38:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1787.60 total_reward_ma:1746.58 loss:-0.02856 fps:1705 +frame:6.53e+06 wall_t:3830 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.581 +2026-01-06 19:38:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1784.60 total_reward_ma:1747.21 loss:-0.02895 fps:1705 +frame:6.54e+06 wall_t:3836 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.488 +2026-01-06 19:38:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1787.80 total_reward_ma:1747.85 loss:-0.03089 fps:1705 +frame:6.55e+06 wall_t:3842 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.414 +2026-01-06 19:38:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1786.40 total_reward_ma:1748.49 loss:-0.0257 fps:1705 +frame:6.56e+06 wall_t:3847 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.407 +2026-01-06 19:39:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1786.80 total_reward_ma:1749.04 loss:-0.02489 fps:1705 +frame:6.57e+06 wall_t:3853 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.433 +2026-01-06 19:39:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1784.00 total_reward_ma:1749.57 loss:-0.02673 fps:1705 +frame:6.58e+06 wall_t:3859 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.369 +2026-01-06 19:39:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1784.00 total_reward_ma:1750.08 loss:-0.02532 fps:1705 +frame:6.59e+06 wall_t:3865 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.34 +2026-01-06 19:39:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1787.00 total_reward_ma:1750.63 loss:-0.008896 fps:1705 +frame:6.60e+06 wall_t:3871 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 19:39:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1777.00 total_reward_ma:1750.95 loss:-0.02787 fps:1705 +frame:6.61e+06 wall_t:3877 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.454 +2026-01-06 19:39:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1777.20 total_reward_ma:1751.26 loss:-0.02622 fps:1705 +frame:6.62e+06 wall_t:3882 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 19:39:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1777.40 total_reward_ma:1751.51 loss:-0.03137 fps:1705 +frame:6.63e+06 wall_t:3888 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.483 +2026-01-06 19:39:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1775.20 total_reward_ma:1751.68 loss:-0.02714 fps:1705 +frame:6.64e+06 wall_t:3894 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 19:39:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1775.80 total_reward_ma:1751.86 loss:-0.019 fps:1705 +frame:6.65e+06 wall_t:3900 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.312 +2026-01-06 19:39:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1772.00 total_reward_ma:1751.90 loss:-0.02389 fps:1706 +frame:6.66e+06 wall_t:3905 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 19:39:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1772.00 total_reward_ma:1751.89 loss:-0.02529 fps:1705 +frame:6.67e+06 wall_t:3911 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.335 +2026-01-06 19:40:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1771.60 total_reward_ma:1751.88 loss:-0.025 fps:1705 +frame:6.68e+06 wall_t:3917 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 19:40:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1771.20 total_reward_ma:1751.86 loss:-0.02701 fps:1705 +frame:6.69e+06 wall_t:3923 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 19:40:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1770.60 total_reward_ma:1751.89 loss:-0.0298 fps:1705 +frame:6.70e+06 wall_t:3929 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 19:40:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1771.20 total_reward_ma:1751.96 loss:-0.02924 fps:1705 +frame:6.71e+06 wall_t:3935 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.457 +2026-01-06 19:40:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1776.80 total_reward_ma:1752.16 loss:-0.02488 fps:1705 +frame:6.72e+06 wall_t:3941 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 19:40:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1776.20 total_reward_ma:1752.37 loss:-0.02389 fps:1705 +frame:6.73e+06 wall_t:3948 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.422 +2026-01-06 19:40:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1765.20 total_reward_ma:1752.44 loss:-0.02499 fps:1705 +frame:6.74e+06 wall_t:3954 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.287 +2026-01-06 19:40:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1765.60 total_reward_ma:1752.47 loss:-0.023 fps:1705 +frame:6.75e+06 wall_t:3959 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 19:40:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1770.20 total_reward_ma:1752.57 loss:-0.02364 fps:1705 +frame:6.76e+06 wall_t:3965 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.166 +2026-01-06 19:40:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1769.20 total_reward_ma:1752.65 loss:-0.02288 fps:1705 +frame:6.77e+06 wall_t:3971 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.319 +2026-01-06 19:41:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1775.40 total_reward_ma:1752.83 loss:-0.02376 fps:1705 +frame:6.78e+06 wall_t:3977 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.38 +2026-01-06 19:41:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1775.60 total_reward_ma:1753.02 loss:-0.02695 fps:1705 +frame:6.79e+06 wall_t:3983 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.41 +2026-01-06 19:41:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1778.80 total_reward_ma:1753.21 loss:-0.0265 fps:1705 +frame:6.80e+06 wall_t:3989 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.519 +2026-01-06 19:41:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1778.20 total_reward_ma:1753.38 loss:0.006515 fps:1705 +frame:6.81e+06 wall_t:3995 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.594 +2026-01-06 19:41:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1777.80 total_reward_ma:1753.55 loss:-0.003377 fps:1705 +frame:6.82e+06 wall_t:4001 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.518 +2026-01-06 19:41:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1778.00 total_reward_ma:1753.77 loss:-0.02776 fps:1705 +frame:6.83e+06 wall_t:4006 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.523 +2026-01-06 19:41:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1776.60 total_reward_ma:1754.01 loss:-0.02439 fps:1705 +frame:6.84e+06 wall_t:4012 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.453 +2026-01-06 19:41:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1776.20 total_reward_ma:1754.37 loss:-0.02661 fps:1705 +frame:6.85e+06 wall_t:4017 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.293 +2026-01-06 19:41:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1774.00 total_reward_ma:1754.70 loss:-0.02185 fps:1705 +frame:6.86e+06 wall_t:4023 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.315 +2026-01-06 19:41:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1774.20 total_reward_ma:1755.10 loss:-0.02298 fps:1705 +frame:6.87e+06 wall_t:4029 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.301 +2026-01-06 19:42:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1776.40 total_reward_ma:1755.59 loss:-0.02317 fps:1705 +frame:6.88e+06 wall_t:4035 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.31 +2026-01-06 19:42:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1782.20 total_reward_ma:1756.28 loss:-0.02688 fps:1705 +frame:6.89e+06 wall_t:4041 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.324 +2026-01-06 19:42:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1779.40 total_reward_ma:1756.93 loss:-0.02736 fps:1705 +frame:6.90e+06 wall_t:4046 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.437 +2026-01-06 19:42:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1774.60 total_reward_ma:1757.54 loss:-0.02776 fps:1705 +frame:6.91e+06 wall_t:4052 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.54 +2026-01-06 19:42:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1774.60 total_reward_ma:1758.12 loss:0.0115 fps:1705 +frame:6.92e+06 wall_t:4058 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.401 +2026-01-06 19:42:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1763.60 total_reward_ma:1758.58 loss:-0.02723 fps:1705 +frame:6.93e+06 wall_t:4064 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.474 +2026-01-06 19:42:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1761.20 total_reward_ma:1758.97 loss:-0.02492 fps:1706 +frame:6.94e+06 wall_t:4069 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.529 +2026-01-06 19:42:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1761.00 total_reward_ma:1759.36 loss:-0.02282 fps:1706 +frame:6.95e+06 wall_t:4075 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.285 +2026-01-06 19:42:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1772.40 total_reward_ma:1759.88 loss:-0.0222 fps:1705 +frame:6.96e+06 wall_t:4081 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.291 +2026-01-06 19:42:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1768.60 total_reward_ma:1760.36 loss:-0.0259 fps:1705 +frame:6.97e+06 wall_t:4087 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.442 +2026-01-06 19:43:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1765.60 total_reward_ma:1760.86 loss:-0.0266 fps:1705 +frame:6.98e+06 wall_t:4093 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:43:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1765.40 total_reward_ma:1761.39 loss:-0.02643 fps:1705 +frame:6.99e+06 wall_t:4099 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.302 +2026-01-06 19:43:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1761.00 total_reward_ma:1761.79 loss:-0.02505 fps:1706 +frame:7.00e+06 wall_t:4104 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.318 +2026-01-06 19:43:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1760.00 total_reward_ma:1762.20 loss:-0.02559 fps:1706 +frame:7.01e+06 wall_t:4110 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.411 +2026-01-06 19:43:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1760.00 total_reward_ma:1762.63 loss:-0.02568 fps:1706 +frame:7.02e+06 wall_t:4116 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.411 +2026-01-06 19:43:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1759.80 total_reward_ma:1763.09 loss:-0.02807 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:1.536 +2026-01-06 19:43:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1760.20 total_reward_ma:1763.54 loss:-0.02832 fps:1705 +frame:7.04e+06 wall_t:4128 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.419 +2026-01-06 19:43:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1761.00 total_reward_ma:1763.97 loss:-0.02701 fps:1705 +frame:7.05e+06 wall_t:4134 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.374 +2026-01-06 19:43:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1762.60 total_reward_ma:1764.40 loss:-0.005486 fps:1705 +frame:7.06e+06 wall_t:4140 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.385 +2026-01-06 19:43:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1767.60 total_reward_ma:1764.79 loss:-0.02601 fps:1706 +frame:7.07e+06 wall_t:4145 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.461 +2026-01-06 19:43:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1763.60 total_reward_ma:1765.13 loss:-0.0268 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:1.429 +2026-01-06 19:44:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1765.00 total_reward_ma:1765.48 loss:-0.02426 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:1.378 +2026-01-06 19:44:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1769.00 total_reward_ma:1765.84 loss:-0.02494 fps:1706 +frame:7.10e+06 wall_t:4162 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.503 +2026-01-06 19:44:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1768.00 total_reward_ma:1766.22 loss:-0.02568 fps:1706 +frame:7.11e+06 wall_t:4168 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.457 +2026-01-06 19:44:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1768.00 total_reward_ma:1766.59 loss:-0.02335 fps:1706 +frame:7.12e+06 wall_t:4174 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.519 +2026-01-06 19:44:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1773.80 total_reward_ma:1767.06 loss:-0.02609 fps:1706 +frame:7.13e+06 wall_t:4180 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.456 +2026-01-06 19:44:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1772.40 total_reward_ma:1767.50 loss:-0.02644 fps:1706 +frame:7.14e+06 wall_t:4186 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.496 +2026-01-06 19:44:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1783.40 total_reward_ma:1768.03 loss:-0.02531 fps:1706 +frame:7.15e+06 wall_t:4191 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.48 +2026-01-06 19:44:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1781.60 total_reward_ma:1768.60 loss:-0.02686 fps:1706 +frame:7.16e+06 wall_t:4197 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.442 +2026-01-06 19:44:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1781.00 total_reward_ma:1769.18 loss:-0.02459 fps:1706 +frame:7.17e+06 wall_t:4203 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.433 +2026-01-06 19:44:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1780.40 total_reward_ma:1769.74 loss:-0.02565 fps:1706 +frame:7.18e+06 wall_t:4209 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.472 +2026-01-06 19:45:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1783.40 total_reward_ma:1770.34 loss:-0.02609 fps:1706 +frame:7.19e+06 wall_t:4215 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.467 +2026-01-06 19:45:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1784.00 total_reward_ma:1770.87 loss:-0.02742 fps:1706 +frame:7.20e+06 wall_t:4221 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.532 +2026-01-06 19:45:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1786.40 total_reward_ma:1771.38 loss:-0.02663 fps:1706 +frame:7.21e+06 wall_t:4227 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.453 +2026-01-06 19:45:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1793.60 total_reward_ma:1772.01 loss:-0.02001 fps:1706 +frame:7.22e+06 wall_t:4233 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.637 +2026-01-06 19:45:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1790.60 total_reward_ma:1772.58 loss:-0.02581 fps:1706 +frame:7.23e+06 wall_t:4239 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.545 +2026-01-06 19:45:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1791.00 total_reward_ma:1773.15 loss:-0.02793 fps:1706 +frame:7.24e+06 wall_t:4245 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.453 +2026-01-06 19:45:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1790.00 total_reward_ma:1773.62 loss:-0.02482 fps:1705 +frame:7.25e+06 wall_t:4251 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.486 +2026-01-06 19:45:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1790.80 total_reward_ma:1774.10 loss:-0.02289 fps:1706 +frame:7.26e+06 wall_t:4256 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 19:45:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1792.80 total_reward_ma:1774.57 loss:-0.02565 fps:1706 +frame:7.27e+06 wall_t:4262 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.472 +2026-01-06 19:45:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1792.40 total_reward_ma:1774.99 loss:-0.0238 fps:1706 +frame:7.28e+06 wall_t:4267 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.407 +2026-01-06 19:46:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1797.00 total_reward_ma:1775.44 loss:-0.01187 fps:1706 +frame:7.29e+06 wall_t:4273 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.445 +2026-01-06 19:46:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1802.60 total_reward_ma:1775.99 loss:-0.02915 fps:1706 +frame:7.30e+06 wall_t:4279 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.527 +2026-01-06 19:46:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1796.00 total_reward_ma:1776.45 loss:-0.02453 fps:1706 +frame:7.31e+06 wall_t:4285 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.487 +2026-01-06 19:46:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1794.80 total_reward_ma:1776.90 loss:-0.02518 fps:1706 +frame:7.32e+06 wall_t:4291 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.463 +2026-01-06 19:46:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1793.60 total_reward_ma:1777.30 loss:-0.02652 fps:1706 +frame:7.33e+06 wall_t:4296 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.554 +2026-01-06 19:46:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1798.20 total_reward_ma:1777.62 loss:-0.0263 fps:1707 +frame:7.34e+06 wall_t:4301 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.484 +2026-01-06 19:46:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1798.00 total_reward_ma:1777.94 loss:-0.02924 fps:1707 +frame:7.35e+06 wall_t:4307 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 19:46:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1797.20 total_reward_ma:1778.19 loss:-0.02561 fps:1706 +frame:7.36e+06 wall_t:4313 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.392 +2026-01-06 19:46:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1800.20 total_reward_ma:1778.48 loss:-0.01982 fps:1706 +frame:7.37e+06 wall_t:4319 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.599 +2026-01-06 19:46:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1800.00 total_reward_ma:1778.71 loss:-0.0277 fps:1706 +frame:7.38e+06 wall_t:4325 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.474 +2026-01-06 19:46:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1795.80 total_reward_ma:1778.86 loss:-0.02803 fps:1707 +frame:7.39e+06 wall_t:4330 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.431 +2026-01-06 19:47:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1796.60 total_reward_ma:1779.00 loss:-0.02858 fps:1707 +frame:7.40e+06 wall_t:4336 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.45 +2026-01-06 19:47:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1790.40 total_reward_ma:1779.05 loss:-0.03027 fps:1707 +frame:7.41e+06 wall_t:4342 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.588 +2026-01-06 19:47:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1786.80 total_reward_ma:1779.08 loss:-0.0286 fps:1707 +frame:7.42e+06 wall_t:4348 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.507 +2026-01-06 19:47:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1785.80 total_reward_ma:1779.09 loss:-0.02959 fps:1707 +frame:7.43e+06 wall_t:4353 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.567 +2026-01-06 19:47:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1779.20 total_reward_ma:1779.05 loss:-0.02502 fps:1707 +frame:7.44e+06 wall_t:4359 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.431 +2026-01-06 19:47:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1782.00 total_reward_ma:1779.06 loss:-0.01158 fps:1707 +frame:7.45e+06 wall_t:4365 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.47 +2026-01-06 19:47:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1782.00 total_reward_ma:1779.07 loss:-0.02638 fps:1707 +frame:7.46e+06 wall_t:4371 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.489 +2026-01-06 19:47:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1781.40 total_reward_ma:1779.05 loss:-0.02609 fps:1707 +frame:7.47e+06 wall_t:4377 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.482 +2026-01-06 19:47:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1781.00 total_reward_ma:1779.01 loss:-0.02744 fps:1707 +frame:7.48e+06 wall_t:4383 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.429 +2026-01-06 19:47:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1779.20 total_reward_ma:1778.95 loss:-0.004919 fps:1707 +frame:7.49e+06 wall_t:4389 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.581 +2026-01-06 19:48:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1773.00 total_reward_ma:1778.84 loss:-0.02633 fps:1706 +frame:7.50e+06 wall_t:4395 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.395 +2026-01-06 19:48:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1773.40 total_reward_ma:1778.77 loss:-0.02564 fps:1707 +frame:7.51e+06 wall_t:4400 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.505 +2026-01-06 19:48:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1776.20 total_reward_ma:1778.66 loss:-0.02633 fps:1707 +frame:7.52e+06 wall_t:4406 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.575 +2026-01-06 19:48:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1778.00 total_reward_ma:1778.57 loss:-0.02877 fps:1707 +frame:7.53e+06 wall_t:4412 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.549 +2026-01-06 19:48:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1770.40 total_reward_ma:1778.42 loss:-0.0283 fps:1707 +frame:7.54e+06 wall_t:4418 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.603 +2026-01-06 19:48:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1771.20 total_reward_ma:1778.26 loss:-0.0288 fps:1707 +frame:7.55e+06 wall_t:4424 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.503 +2026-01-06 19:48:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1770.40 total_reward_ma:1778.10 loss:-0.02557 fps:1706 +frame:7.56e+06 wall_t:4431 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.564 +2026-01-06 19:48:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1767.80 total_reward_ma:1777.91 loss:-0.02741 fps:1706 +frame:7.57e+06 wall_t:4437 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.543 +2026-01-06 19:48:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1768.20 total_reward_ma:1777.75 loss:-0.006152 fps:1706 +frame:7.58e+06 wall_t:4443 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.596 +2026-01-06 19:48:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1757.80 total_reward_ma:1777.49 loss:-0.02608 fps:1706 +frame:7.59e+06 wall_t:4449 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.485 +2026-01-06 19:49:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1759.20 total_reward_ma:1777.21 loss:-0.008588 fps:1706 +frame:7.60e+06 wall_t:4454 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.484 +2026-01-06 19:49:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1764.00 total_reward_ma:1777.08 loss:-0.0267 fps:1706 +frame:7.61e+06 wall_t:4460 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.497 +2026-01-06 19:49:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1755.80 total_reward_ma:1776.87 loss:-0.00284 fps:1706 +frame:7.62e+06 wall_t:4466 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.59 +2026-01-06 19:49:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1758.60 total_reward_ma:1776.68 loss:-0.01817 fps:1706 +frame:7.63e+06 wall_t:4472 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.577 +2026-01-06 19:49:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1757.60 total_reward_ma:1776.50 loss:-0.01524 fps:1706 +frame:7.64e+06 wall_t:4477 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.567 +2026-01-06 19:49:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1757.00 total_reward_ma:1776.31 loss:-0.02554 fps:1706 +frame:7.65e+06 wall_t:4484 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.432 +2026-01-06 19:49:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1756.40 total_reward_ma:1776.16 loss:-0.02539 fps:1706 +frame:7.66e+06 wall_t:4490 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 19:49:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1757.00 total_reward_ma:1776.01 loss:-0.0112 fps:1706 +frame:7.67e+06 wall_t:4496 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.348 +2026-01-06 19:49:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1748.40 total_reward_ma:1775.78 loss:-0.0218 fps:1706 +frame:7.68e+06 wall_t:4502 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.336 +2026-01-06 19:49:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1751.20 total_reward_ma:1775.58 loss:-0.02409 fps:1706 +frame:7.69e+06 wall_t:4507 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.29 +2026-01-06 19:50:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1750.80 total_reward_ma:1775.38 loss:-0.02225 fps:1706 +frame:7.70e+06 wall_t:4513 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 19:50:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1751.80 total_reward_ma:1775.18 loss:-0.02458 fps:1706 +frame:7.71e+06 wall_t:4519 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 19:50:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1757.80 total_reward_ma:1774.99 loss:-0.02788 fps:1706 +frame:7.72e+06 wall_t:4524 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.442 +2026-01-06 19:50:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1757.60 total_reward_ma:1774.81 loss:-0.0267 fps:1706 +frame:7.73e+06 wall_t:4530 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.483 +2026-01-06 19:50:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1757.60 total_reward_ma:1774.73 loss:-0.02544 fps:1707 +frame:7.74e+06 wall_t:4535 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.423 +2026-01-06 19:50:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1758.60 total_reward_ma:1774.66 loss:-0.02782 fps:1707 +frame:7.75e+06 wall_t:4541 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 19:50:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1771.00 total_reward_ma:1774.67 loss:-0.02282 fps:1707 +frame:7.76e+06 wall_t:4546 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.385 +2026-01-06 19:50:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1771.80 total_reward_ma:1774.70 loss:-0.02506 fps:1707 +frame:7.77e+06 wall_t:4551 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.299 +2026-01-06 19:50:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1771.80 total_reward_ma:1774.66 loss:-0.006127 fps:1707 +frame:7.78e+06 wall_t:4557 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.43 +2026-01-06 19:50:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1777.40 total_reward_ma:1774.68 loss:-0.01984 fps:1707 +frame:7.79e+06 wall_t:4563 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.443 +2026-01-06 19:50:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1773.00 total_reward_ma:1774.62 loss:-0.02389 fps:1707 +frame:7.80e+06 wall_t:4569 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.477 +2026-01-06 19:51:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1776.20 total_reward_ma:1774.60 loss:-0.02431 fps:1707 +frame:7.81e+06 wall_t:4575 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.423 +2026-01-06 19:51:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1781.00 total_reward_ma:1774.63 loss:-0.02873 fps:1707 +frame:7.82e+06 wall_t:4581 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.649 +2026-01-06 19:51:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1784.60 total_reward_ma:1774.70 loss:-0.005461 fps:1707 +frame:7.83e+06 wall_t:4587 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.564 +2026-01-06 19:51:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1789.00 total_reward_ma:1774.82 loss:-0.02252 fps:1707 +frame:7.84e+06 wall_t:4592 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.385 +2026-01-06 19:51:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1788.80 total_reward_ma:1774.95 loss:-0.02315 fps:1707 +frame:7.85e+06 wall_t:4598 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.321 +2026-01-06 19:51:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1792.60 total_reward_ma:1775.13 loss:-0.0216 fps:1708 +frame:7.86e+06 wall_t:4603 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.345 +2026-01-06 19:51:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1794.40 total_reward_ma:1775.34 loss:-0.02481 fps:1708 +frame:7.87e+06 wall_t:4609 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.461 +2026-01-06 19:51:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1802.40 total_reward_ma:1775.60 loss:-0.0111 fps:1707 +frame:7.88e+06 wall_t:4615 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 19:51:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1798.60 total_reward_ma:1775.76 loss:-0.005457 fps:1707 +frame:7.89e+06 wall_t:4621 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.428 +2026-01-06 19:51:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1796.00 total_reward_ma:1775.93 loss:-0.0111 fps:1708 +frame:7.90e+06 wall_t:4626 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.501 +2026-01-06 19:51:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1796.60 total_reward_ma:1776.15 loss:-0.02512 fps:1708 +frame:7.91e+06 wall_t:4632 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.417 +2026-01-06 19:52:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1797.00 total_reward_ma:1776.37 loss:-0.02879 fps:1708 +frame:7.92e+06 wall_t:4638 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.51 +2026-01-06 19:52:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1793.00 total_reward_ma:1776.66 loss:-0.02633 fps:1708 +frame:7.93e+06 wall_t:4644 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 19:52:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1794.60 total_reward_ma:1777.00 loss:-0.02801 fps:1708 +frame:7.94e+06 wall_t:4649 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.489 +2026-01-06 19:52:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1790.40 total_reward_ma:1777.29 loss:-0.02515 fps:1708 +frame:7.95e+06 wall_t:4655 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.429 +2026-01-06 19:52:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1790.60 total_reward_ma:1777.47 loss:-0.01264 fps:1708 +frame:7.96e+06 wall_t:4661 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.344 +2026-01-06 19:52:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1790.40 total_reward_ma:1777.69 loss:-0.02344 fps:1708 +frame:7.97e+06 wall_t:4667 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.372 +2026-01-06 19:52:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1788.00 total_reward_ma:1777.92 loss:-0.02629 fps:1708 +frame:7.98e+06 wall_t:4673 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.342 +2026-01-06 19:52:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1787.60 total_reward_ma:1778.14 loss:-0.0267 fps:1708 +frame:7.99e+06 wall_t:4679 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.416 +2026-01-06 19:52:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1787.80 total_reward_ma:1778.41 loss:-0.02324 fps:1708 +frame:8.00e+06 wall_t:4684 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 19:52:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1787.80 total_reward_ma:1778.68 loss:-0.02049 fps:1708 +frame:8.01e+06 wall_t:4690 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.314 +2026-01-06 19:53:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1793.60 total_reward_ma:1779.02 loss:-0.006915 fps:1708 +frame:8.02e+06 wall_t:4696 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.426 +2026-01-06 19:53:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1789.00 total_reward_ma:1779.31 loss:-0.02396 fps:1708 +frame:8.03e+06 wall_t:4701 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.399 +2026-01-06 19:53:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1791.40 total_reward_ma:1779.62 loss:-0.02285 fps:1708 +frame:8.04e+06 wall_t:4707 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.392 +2026-01-06 19:53:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1791.60 total_reward_ma:1779.93 loss:-0.02197 fps:1708 +frame:8.05e+06 wall_t:4713 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.392 +2026-01-06 19:53:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1791.40 total_reward_ma:1780.22 loss:-0.02128 fps:1708 +frame:8.06e+06 wall_t:4719 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.316 +2026-01-06 19:53:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1795.60 total_reward_ma:1780.50 loss:-0.0242 fps:1708 +frame:8.07e+06 wall_t:4724 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.368 +2026-01-06 19:53:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1795.80 total_reward_ma:1780.82 loss:-0.02543 fps:1708 +frame:8.08e+06 wall_t:4730 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.354 +2026-01-06 19:53:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1801.20 total_reward_ma:1781.18 loss:-0.02346 fps:1708 +frame:8.09e+06 wall_t:4736 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.397 +2026-01-06 19:53:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1801.60 total_reward_ma:1781.51 loss:-0.02208 fps:1708 +frame:8.10e+06 wall_t:4742 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.283 +2026-01-06 19:53:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1806.20 total_reward_ma:1781.89 loss:-0.0237 fps:1708 +frame:8.11e+06 wall_t:4747 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 19:54:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1815.40 total_reward_ma:1782.36 loss:-0.02167 fps:1708 +frame:8.12e+06 wall_t:4753 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.358 +2026-01-06 19:54:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.40 total_reward_ma:1782.81 loss:-0.02569 fps:1709 +frame:8.13e+06 wall_t:4758 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.383 +2026-01-06 19:54:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.60 total_reward_ma:1783.27 loss:-0.02572 fps:1709 +frame:8.14e+06 wall_t:4764 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.388 +2026-01-06 19:54:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1822.40 total_reward_ma:1783.66 loss:-0.02281 fps:1709 +frame:8.15e+06 wall_t:4770 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 19:54:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.60 total_reward_ma:1784.03 loss:-0.02129 fps:1709 +frame:8.16e+06 wall_t:4776 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.345 +2026-01-06 19:54:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.40 total_reward_ma:1784.41 loss:-0.02341 fps:1708 +frame:8.17e+06 wall_t:4782 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 19:54:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1822.00 total_reward_ma:1784.82 loss:-0.02209 fps:1708 +frame:8.18e+06 wall_t:4788 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.264 +2026-01-06 19:54:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.20 total_reward_ma:1785.13 loss:-0.02282 fps:1709 +frame:8.19e+06 wall_t:4793 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.301 +2026-01-06 19:54:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.60 total_reward_ma:1785.43 loss:-0.0251 fps:1709 +frame:8.20e+06 wall_t:4799 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.357 +2026-01-06 19:54:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1811.80 total_reward_ma:1785.68 loss:-0.02532 fps:1709 +frame:8.21e+06 wall_t:4805 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.412 +2026-01-06 19:54:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.20 total_reward_ma:1785.87 loss:-0.02404 fps:1709 +frame:8.22e+06 wall_t:4810 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.395 +2026-01-06 19:55:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.20 total_reward_ma:1786.08 loss:-0.02474 fps:1709 +frame:8.23e+06 wall_t:4816 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.334 +2026-01-06 19:55:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1811.80 total_reward_ma:1786.29 loss:-0.01125 fps:1709 +frame:8.24e+06 wall_t:4822 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.427 +2026-01-06 19:55:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1802.80 total_reward_ma:1786.42 loss:-0.02097 fps:1709 +frame:8.25e+06 wall_t:4828 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 19:55:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1804.60 total_reward_ma:1786.56 loss:-0.02375 fps:1709 +frame:8.26e+06 wall_t:4834 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.521 +2026-01-06 19:55:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1799.00 total_reward_ma:1786.62 loss:-0.02233 fps:1709 +frame:8.27e+06 wall_t:4840 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.389 +2026-01-06 19:55:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1799.20 total_reward_ma:1786.69 loss:-0.02423 fps:1709 +frame:8.28e+06 wall_t:4846 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.436 +2026-01-06 19:55:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1799.00 total_reward_ma:1786.71 loss:-0.02316 fps:1709 +frame:8.29e+06 wall_t:4852 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.215 +2026-01-06 19:55:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1799.20 total_reward_ma:1786.67 loss:-0.0151 fps:1709 +frame:8.30e+06 wall_t:4858 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.286 +2026-01-06 19:55:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1799.80 total_reward_ma:1786.71 loss:-0.02199 fps:1708 +frame:8.31e+06 wall_t:4864 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.38 +2026-01-06 19:55:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1799.40 total_reward_ma:1786.76 loss:-0.02435 fps:1708 +frame:8.32e+06 wall_t:4870 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.403 +2026-01-06 19:56:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1797.80 total_reward_ma:1786.80 loss:-0.02149 fps:1708 +frame:8.33e+06 wall_t:4876 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.471 +2026-01-06 19:56:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1797.00 total_reward_ma:1786.79 loss:-0.02335 fps:1708 +frame:8.34e+06 wall_t:4882 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 19:56:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1799.20 total_reward_ma:1786.80 loss:-0.02393 fps:1708 +frame:8.35e+06 wall_t:4888 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.39 +2026-01-06 19:56:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1799.00 total_reward_ma:1786.82 loss:-0.02156 fps:1709 +frame:8.36e+06 wall_t:4893 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.466 +2026-01-06 19:56:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1797.60 total_reward_ma:1786.79 loss:-0.02204 fps:1709 +frame:8.37e+06 wall_t:4899 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.45 +2026-01-06 19:56:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1796.40 total_reward_ma:1786.75 loss:-0.02312 fps:1708 +frame:8.38e+06 wall_t:4905 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.373 +2026-01-06 19:56:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1801.40 total_reward_ma:1786.81 loss:-0.02365 fps:1708 +frame:8.39e+06 wall_t:4911 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.306 +2026-01-06 19:56:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1802.60 total_reward_ma:1786.87 loss:-0.02191 fps:1708 +frame:8.40e+06 wall_t:4917 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.299 +2026-01-06 19:56:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1810.20 total_reward_ma:1787.07 loss:-0.02145 fps:1708 +frame:8.41e+06 wall_t:4923 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 19:56:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1811.00 total_reward_ma:1787.31 loss:-0.02283 fps:1708 +frame:8.42e+06 wall_t:4929 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.337 +2026-01-06 19:57:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1811.20 total_reward_ma:1787.56 loss:-0.02282 fps:1708 +frame:8.43e+06 wall_t:4935 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.412 +2026-01-06 19:57:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1815.00 total_reward_ma:1787.92 loss:-0.02054 fps:1708 +frame:8.44e+06 wall_t:4941 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.388 +2026-01-06 19:57:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.60 total_reward_ma:1788.25 loss:-0.0209 fps:1708 +frame:8.45e+06 wall_t:4946 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.421 +2026-01-06 19:57:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.40 total_reward_ma:1788.57 loss:-0.02263 fps:1708 +frame:8.46e+06 wall_t:4952 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.396 +2026-01-06 19:57:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.00 total_reward_ma:1788.90 loss:-0.002241 fps:1708 +frame:8.47e+06 wall_t:4958 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.484 +2026-01-06 19:57:30 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1819.20 total_reward_ma:1789.28 loss:-0.02031 fps:1709 +frame:8.48e+06 wall_t:4963 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.435 +2026-01-06 19:57:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1826.40 total_reward_ma:1789.75 loss:-0.02106 fps:1709 +frame:8.49e+06 wall_t:4969 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.319 +2026-01-06 19:57:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1826.80 total_reward_ma:1790.29 loss:-0.02246 fps:1709 +frame:8.50e+06 wall_t:4974 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.327 +2026-01-06 19:57:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1826.20 total_reward_ma:1790.82 loss:-0.02239 fps:1709 +frame:8.51e+06 wall_t:4980 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.33 +2026-01-06 19:57:53 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1824.60 total_reward_ma:1791.30 loss:-0.02159 fps:1709 +frame:8.52e+06 wall_t:4986 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.336 +2026-01-06 19:57:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1824.60 total_reward_ma:1791.77 loss:-0.01698 fps:1709 +frame:8.53e+06 wall_t:4992 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.246 +2026-01-06 19:58:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1825.20 total_reward_ma:1792.32 loss:-0.02326 fps:1709 +frame:8.54e+06 wall_t:4997 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.276 +2026-01-06 19:58:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1827.00 total_reward_ma:1792.87 loss:-0.02096 fps:1709 +frame:8.55e+06 wall_t:5003 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.293 +2026-01-06 19:58:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1826.00 total_reward_ma:1793.43 loss:-0.02146 fps:1709 +frame:8.56e+06 wall_t:5010 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.296 +2026-01-06 19:58:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1826.20 total_reward_ma:1794.01 loss:-0.0204 fps:1709 +frame:8.57e+06 wall_t:5016 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.466 +2026-01-06 19:58:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1826.60 total_reward_ma:1794.60 loss:-0.02493 fps:1708 +frame:8.58e+06 wall_t:5022 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 19:58:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1821.80 total_reward_ma:1795.24 loss:-0.02192 fps:1708 +frame:8.59e+06 wall_t:5028 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.354 +2026-01-06 19:58:41 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1823.80 total_reward_ma:1795.88 loss:-0.02187 fps:1708 +frame:8.60e+06 wall_t:5034 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.254 +2026-01-06 19:58:47 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1823.80 total_reward_ma:1796.48 loss:-0.02252 fps:1708 +frame:8.61e+06 wall_t:5040 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.238 +2026-01-06 19:58:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.60 total_reward_ma:1797.13 loss:-0.01967 fps:1709 +frame:8.62e+06 wall_t:5045 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.287 +2026-01-06 19:58:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1821.60 total_reward_ma:1797.76 loss:-0.01856 fps:1709 +frame:8.63e+06 wall_t:5051 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.223 +2026-01-06 19:59:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1821.40 total_reward_ma:1798.40 loss:-0.01836 fps:1709 +frame:8.64e+06 wall_t:5057 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.328 +2026-01-06 19:59:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1816.60 total_reward_ma:1798.99 loss:-0.02043 fps:1708 +frame:8.65e+06 wall_t:5063 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.278 +2026-01-06 19:59:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1817.20 total_reward_ma:1799.60 loss:-0.01906 fps:1708 +frame:8.66e+06 wall_t:5069 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 19:59:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1817.00 total_reward_ma:1800.20 loss:-0.02354 fps:1708 +frame:8.67e+06 wall_t:5075 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.437 +2026-01-06 19:59:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.60 total_reward_ma:1800.85 loss:-0.02187 fps:1708 +frame:8.68e+06 wall_t:5081 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:59:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.00 total_reward_ma:1801.48 loss:-0.02057 fps:1708 +frame:8.69e+06 wall_t:5087 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.388 +2026-01-06 19:59:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.80 total_reward_ma:1802.12 loss:-0.01994 fps:1708 +frame:8.70e+06 wall_t:5093 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.232 +2026-01-06 19:59:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.60 total_reward_ma:1802.79 loss:-0.006377 fps:1709 +frame:8.71e+06 wall_t:5098 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.433 +2026-01-06 19:59:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.00 total_reward_ma:1803.35 loss:-0.01586 fps:1708 +frame:8.72e+06 wall_t:5104 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 19:59:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.40 total_reward_ma:1803.92 loss:-0.01833 fps:1708 +frame:8.73e+06 wall_t:5110 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.256 +2026-01-06 20:00:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1816.60 total_reward_ma:1804.51 loss:-0.01804 fps:1708 +frame:8.74e+06 wall_t:5116 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.315 +2026-01-06 20:00:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1816.80 total_reward_ma:1805.09 loss:-0.02186 fps:1708 +frame:8.75e+06 wall_t:5122 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.254 +2026-01-06 20:00:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1817.00 total_reward_ma:1805.55 loss:-0.02118 fps:1708 +frame:8.76e+06 wall_t:5128 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.356 +2026-01-06 20:00:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.40 total_reward_ma:1805.97 loss:-0.01994 fps:1708 +frame:8.77e+06 wall_t:5134 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.353 +2026-01-06 20:00:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.40 total_reward_ma:1806.38 loss:-0.01971 fps:1708 +frame:8.78e+06 wall_t:5140 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.229 +2026-01-06 20:00:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.80 total_reward_ma:1806.75 loss:-0.02101 fps:1708 +frame:8.79e+06 wall_t:5145 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.259 +2026-01-06 20:00:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1810.60 total_reward_ma:1807.12 loss:-0.0217 fps:1708 +frame:8.80e+06 wall_t:5151 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.344 +2026-01-06 20:00:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.20 total_reward_ma:1807.50 loss:-0.01577 fps:1708 +frame:8.81e+06 wall_t:5157 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.302 +2026-01-06 20:00:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1810.40 total_reward_ma:1807.80 loss:-0.01811 fps:1708 +frame:8.82e+06 wall_t:5163 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.128 +2026-01-06 20:00:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1803.20 total_reward_ma:1807.98 loss:-0.006863 fps:1708 +frame:8.83e+06 wall_t:5169 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.243 +2026-01-06 20:01:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1807.00 total_reward_ma:1808.16 loss:-0.02025 fps:1708 +frame:8.84e+06 wall_t:5175 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.366 +2026-01-06 20:01:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1807.00 total_reward_ma:1808.35 loss:-0.02174 fps:1708 +frame:8.85e+06 wall_t:5181 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.289 +2026-01-06 20:01:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1806.80 total_reward_ma:1808.49 loss:-0.01984 fps:1708 +frame:8.86e+06 wall_t:5188 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.272 +2026-01-06 20:01:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1811.20 total_reward_ma:1808.66 loss:-0.02005 fps:1708 +frame:8.87e+06 wall_t:5194 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.264 +2026-01-06 20:01:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1811.80 total_reward_ma:1808.75 loss:-0.01692 fps:1708 +frame:8.88e+06 wall_t:5199 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.358 +2026-01-06 20:01:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1811.80 total_reward_ma:1808.88 loss:-0.01807 fps:1708 +frame:8.89e+06 wall_t:5205 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.271 +2026-01-06 20:01:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.40 total_reward_ma:1809.05 loss:-0.01998 fps:1708 +frame:8.90e+06 wall_t:5211 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.242 +2026-01-06 20:01:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1816.00 total_reward_ma:1809.24 loss:-0.01823 fps:1708 +frame:8.91e+06 wall_t:5217 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.209 +2026-01-06 20:01:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1816.40 total_reward_ma:1809.43 loss:-0.0176 fps:1708 +frame:8.92e+06 wall_t:5223 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.139 +2026-01-06 20:01:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1816.60 total_reward_ma:1809.67 loss:-0.01682 fps:1708 +frame:8.93e+06 wall_t:5229 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.193 +2026-01-06 20:02:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1817.00 total_reward_ma:1809.89 loss:-0.02143 fps:1708 +frame:8.94e+06 wall_t:5235 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.257 +2026-01-06 20:02:08 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1822.40 total_reward_ma:1810.21 loss:-0.002646 fps:1708 +frame:8.95e+06 wall_t:5240 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.263 +2026-01-06 20:02:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.80 total_reward_ma:1810.50 loss:-0.01825 fps:1708 +frame:8.96e+06 wall_t:5246 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.283 +2026-01-06 20:02:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1819.40 total_reward_ma:1810.79 loss:-0.02132 fps:1708 +frame:8.97e+06 wall_t:5252 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.241 +2026-01-06 20:02:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.60 total_reward_ma:1811.09 loss:-0.0154 fps:1708 +frame:8.98e+06 wall_t:5258 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.213 +2026-01-06 20:02:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1822.40 total_reward_ma:1811.44 loss:-0.01701 fps:1708 +frame:8.99e+06 wall_t:5263 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.261 +2026-01-06 20:02:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.60 total_reward_ma:1811.77 loss:-0.01823 fps:1708 +frame:9.00e+06 wall_t:5269 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.274 +2026-01-06 20:02:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1809.40 total_reward_ma:1811.98 loss:-0.01813 fps:1708 +frame:9.01e+06 wall_t:5275 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.197 +2026-01-06 20:02:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1809.20 total_reward_ma:1812.14 loss:-0.01302 fps:1708 +frame:9.02e+06 wall_t:5281 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.102 +2026-01-06 20:02:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.00 total_reward_ma:1812.37 loss:-0.01823 fps:1708 +frame:9.03e+06 wall_t:5287 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.174 +2026-01-06 20:03:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.80 total_reward_ma:1812.58 loss:-0.01542 fps:1708 +frame:9.04e+06 wall_t:5293 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.232 +2026-01-06 20:03:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.20 total_reward_ma:1812.85 loss:-0.01747 fps:1708 +frame:9.05e+06 wall_t:5299 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.045 +2026-01-06 20:03:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1823.80 total_reward_ma:1813.17 loss:-0.01602 fps:1708 +frame:9.06e+06 wall_t:5305 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.289 +2026-01-06 20:03:18 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1824.20 total_reward_ma:1813.46 loss:-0.01965 fps:1708 +frame:9.07e+06 wall_t:5311 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.348 +2026-01-06 20:03:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1819.60 total_reward_ma:1813.70 loss:-0.01705 fps:1708 +frame:9.08e+06 wall_t:5317 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.329 +2026-01-06 20:03:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.60 total_reward_ma:1813.89 loss:-0.01824 fps:1708 +frame:9.09e+06 wall_t:5322 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.378 +2026-01-06 20:03:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.40 total_reward_ma:1814.08 loss:-0.01828 fps:1708 +frame:9.10e+06 wall_t:5328 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.227 +2026-01-06 20:03:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1819.40 total_reward_ma:1814.21 loss:-0.01757 fps:1708 +frame:9.11e+06 wall_t:5334 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.158 +2026-01-06 20:03:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1819.40 total_reward_ma:1814.25 loss:-0.01596 fps:1708 +frame:9.12e+06 wall_t:5341 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.303 +2026-01-06 20:03:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.60 total_reward_ma:1814.25 loss:-0.01441 fps:1707 +frame:9.13e+06 wall_t:5347 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.221 +2026-01-06 20:03:59 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.60 total_reward_ma:1814.25 loss:-0.01558 fps:1708 +frame:9.14e+06 wall_t:5352 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 20:04:05 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.80 total_reward_ma:1814.22 loss:-0.0134 fps:1708 +frame:9.15e+06 wall_t:5358 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.255 +2026-01-06 20:04:11 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1817.40 total_reward_ma:1814.21 loss:-0.01517 fps:1708 +frame:9.16e+06 wall_t:5364 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.293 +2026-01-06 20:04:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.80 total_reward_ma:1814.16 loss:-0.01503 fps:1708 +frame:9.17e+06 wall_t:5370 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.257 +2026-01-06 20:04:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1811.20 total_reward_ma:1814.05 loss:-0.005395 fps:1708 +frame:9.18e+06 wall_t:5376 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.297 +2026-01-06 20:04:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1805.00 total_reward_ma:1813.96 loss:-0.01692 fps:1708 +frame:9.19e+06 wall_t:5382 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 20:04:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1803.20 total_reward_ma:1813.86 loss:-0.004128 fps:1708 +frame:9.20e+06 wall_t:5387 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.337 +2026-01-06 20:04:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1802.40 total_reward_ma:1813.76 loss:-0.0192 fps:1708 +frame:9.21e+06 wall_t:5393 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.377 +2026-01-06 20:04:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1802.20 total_reward_ma:1813.66 loss:-0.01569 fps:1708 +frame:9.22e+06 wall_t:5399 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 20:04:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1809.80 total_reward_ma:1813.64 loss:-0.01883 fps:1708 +frame:9.23e+06 wall_t:5405 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.293 +2026-01-06 20:04:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.00 total_reward_ma:1813.64 loss:-0.0183 fps:1708 +frame:9.24e+06 wall_t:5410 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.219 +2026-01-06 20:05:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.40 total_reward_ma:1813.74 loss:-0.01591 fps:1708 +frame:9.25e+06 wall_t:5416 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.214 +2026-01-06 20:05:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.40 total_reward_ma:1813.82 loss:-0.01489 fps:1708 +frame:9.26e+06 wall_t:5422 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.25 +2026-01-06 20:05:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.80 total_reward_ma:1813.96 loss:-0.001399 fps:1708 +frame:9.27e+06 wall_t:5428 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.164 +2026-01-06 20:05:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.20 total_reward_ma:1814.10 loss:-0.0174 fps:1708 +frame:9.28e+06 wall_t:5434 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.337 +2026-01-06 20:05:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1807.80 total_reward_ma:1814.19 loss:-0.003266 fps:1708 +frame:9.29e+06 wall_t:5440 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.422 +2026-01-06 20:05:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.20 total_reward_ma:1814.33 loss:-0.01307 fps:1708 +frame:9.30e+06 wall_t:5446 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.376 +2026-01-06 20:05:38 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.80 total_reward_ma:1814.46 loss:-0.01398 fps:1708 +frame:9.31e+06 wall_t:5451 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.333 +2026-01-06 20:05:44 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1812.60 total_reward_ma:1814.59 loss:-0.01614 fps:1708 +frame:9.32e+06 wall_t:5457 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.339 +2026-01-06 20:05:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.40 total_reward_ma:1814.76 loss:-0.01453 fps:1708 +frame:9.33e+06 wall_t:5463 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.229 +2026-01-06 20:05:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.80 total_reward_ma:1814.93 loss:-0.01482 fps:1708 +frame:9.34e+06 wall_t:5469 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.213 +2026-01-06 20:06:02 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1813.40 total_reward_ma:1815.07 loss:-0.01578 fps:1708 +frame:9.35e+06 wall_t:5474 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.324 +2026-01-06 20:06:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1815.40 total_reward_ma:1815.23 loss:-0.01371 fps:1708 +frame:9.36e+06 wall_t:5480 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.304 +2026-01-06 20:06:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.60 total_reward_ma:1815.40 loss:-0.01249 fps:1708 +frame:9.37e+06 wall_t:5486 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.168 +2026-01-06 20:06:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1814.40 total_reward_ma:1815.58 loss:-0.0126 fps:1708 +frame:9.38e+06 wall_t:5492 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.183 +2026-01-06 20:06:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1815.60 total_reward_ma:1815.72 loss:-0.01345 fps:1708 +frame:9.39e+06 wall_t:5498 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.232 +2026-01-06 20:06:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.80 total_reward_ma:1815.91 loss:-0.01266 fps:1708 +frame:9.40e+06 wall_t:5504 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.307 +2026-01-06 20:06:36 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1824.20 total_reward_ma:1816.05 loss:-0.01564 fps:1708 +frame:9.41e+06 wall_t:5509 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.346 +2026-01-06 20:06:42 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1831.00 total_reward_ma:1816.25 loss:-0.01651 fps:1708 +frame:9.42e+06 wall_t:5515 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.274 +2026-01-06 20:06:48 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1831.40 total_reward_ma:1816.45 loss:-0.01329 fps:1708 +frame:9.43e+06 wall_t:5521 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.124 +2026-01-06 20:06:54 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1834.80 total_reward_ma:1816.65 loss:-0.009469 fps:1708 +frame:9.44e+06 wall_t:5527 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.231 +2026-01-06 20:07:00 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1834.40 total_reward_ma:1816.84 loss:-0.01399 fps:1708 +frame:9.45e+06 wall_t:5533 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.241 +2026-01-06 20:07:06 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1836.20 total_reward_ma:1817.06 loss:-0.01183 fps:1708 +frame:9.46e+06 wall_t:5539 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.115 +2026-01-06 20:07:12 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1832.80 total_reward_ma:1817.25 loss:-0.01106 fps:1708 +frame:9.47e+06 wall_t:5544 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.171 +2026-01-06 20:07:17 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1832.60 total_reward_ma:1817.38 loss:-0.01219 fps:1708 +frame:9.48e+06 wall_t:5550 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.039 +2026-01-06 20:07:23 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1832.60 total_reward_ma:1817.45 loss:-0.01241 fps:1708 +frame:9.49e+06 wall_t:5556 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 20:07:29 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1833.00 total_reward_ma:1817.51 loss:-0.01334 fps:1708 +frame:9.50e+06 wall_t:5561 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 20:07:35 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1834.00 total_reward_ma:1817.59 loss:-0.01208 fps:1708 +frame:9.51e+06 wall_t:5567 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.221 +2026-01-06 20:07:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1840.20 total_reward_ma:1817.74 loss:-0.01217 fps:1708 +frame:9.52e+06 wall_t:5573 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.107 +2026-01-06 20:07:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1838.00 total_reward_ma:1817.88 loss:-0.01056 fps:1708 +frame:9.53e+06 wall_t:5579 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.187 +2026-01-06 20:07:52 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1838.00 total_reward_ma:1818.00 loss:-0.01573 fps:1708 +frame:9.54e+06 wall_t:5585 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.267 +2026-01-06 20:07:58 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1837.20 total_reward_ma:1818.11 loss:-0.01229 fps:1708 +frame:9.55e+06 wall_t:5591 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.137 +2026-01-06 20:08:04 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1835.60 total_reward_ma:1818.20 loss:-0.01573 fps:1708 +frame:9.56e+06 wall_t:5597 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.217 +2026-01-06 20:08:10 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1836.00 total_reward_ma:1818.30 loss:-0.007702 fps:1708 +frame:9.57e+06 wall_t:5603 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.006 +2026-01-06 20:08:16 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1836.60 total_reward_ma:1818.40 loss:-0.006338 fps:1708 +frame:9.58e+06 wall_t:5609 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.095 +2026-01-06 20:08:22 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1834.80 total_reward_ma:1818.53 loss:-0.005566 fps:1708 +frame:9.59e+06 wall_t:5615 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.186 +2026-01-06 20:08:28 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1834.60 total_reward_ma:1818.64 loss:-0.01259 fps:1708 +frame:9.60e+06 wall_t:5621 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.239 +2026-01-06 20:08:34 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1832.60 total_reward_ma:1818.73 loss:-0.0114 fps:1708 +frame:9.61e+06 wall_t:5626 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.28 +2026-01-06 20:08:40 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1829.20 total_reward_ma:1818.81 loss:-0.01121 fps:1708 +frame:9.62e+06 wall_t:5632 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.237 +2026-01-06 20:08:46 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1832.20 total_reward_ma:1818.92 loss:-0.01148 fps:1708 +frame:9.63e+06 wall_t:5638 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.234 +2026-01-06 20:08:51 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1831.40 total_reward_ma:1819.02 loss:-0.01048 fps:1708 +frame:9.64e+06 wall_t:5644 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.9973 +2026-01-06 20:08:57 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1831.20 total_reward_ma:1819.16 loss:-0.0093 fps:1708 +frame:9.65e+06 wall_t:5650 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.197 +2026-01-06 20:09:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1830.00 total_reward_ma:1819.29 loss:-0.008043 fps:1708 +frame:9.66e+06 wall_t:5656 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.139 +2026-01-06 20:09:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1830.20 total_reward_ma:1819.42 loss:-0.009633 fps:1708 +frame:9.67e+06 wall_t:5662 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.123 +2026-01-06 20:09:15 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1825.20 total_reward_ma:1819.54 loss:-0.008885 fps:1708 +frame:9.68e+06 wall_t:5668 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.171 +2026-01-06 20:09:21 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1825.40 total_reward_ma:1819.65 loss:-0.0055 fps:1708 +frame:9.69e+06 wall_t:5674 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.157 +2026-01-06 20:09:27 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1826.00 total_reward_ma:1819.77 loss:-0.01025 fps:1708 +frame:9.70e+06 wall_t:5680 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.331 +2026-01-06 20:09:33 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1825.60 total_reward_ma:1819.84 loss:-0.008824 fps:1708 +frame:9.71e+06 wall_t:5686 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.231 +2026-01-06 20:09:39 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.60 total_reward_ma:1819.90 loss:-0.008342 fps:1708 +frame:9.72e+06 wall_t:5692 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.254 +2026-01-06 20:09:45 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.20 total_reward_ma:1819.96 loss:-0.01169 fps:1708 +frame:9.73e+06 wall_t:5697 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.197 +2026-01-06 20:09:50 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.20 total_reward_ma:1820.00 loss:-0.01009 fps:1708 +frame:9.74e+06 wall_t:5703 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.333 +2026-01-06 20:09:56 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1821.60 total_reward_ma:1820.04 loss:-0.008128 fps:1708 +frame:9.75e+06 wall_t:5709 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.183 +2026-01-06 20:10:03 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1822.60 total_reward_ma:1820.10 loss:-0.00898 fps:1708 +frame:9.76e+06 wall_t:5715 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.052 +2026-01-06 20:10:09 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1822.80 total_reward_ma:1820.19 loss:-0.007325 fps:1708 +frame:9.77e+06 wall_t:5721 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.1 +2026-01-06 20:10:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1823.40 total_reward_ma:1820.29 loss:-0.006601 fps:1708 +frame:9.78e+06 wall_t:5727 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.9715 +2026-01-06 20:10:20 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1817.40 total_reward_ma:1820.33 loss:-0.006774 fps:1708 +frame:9.79e+06 wall_t:5733 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.18 +2026-01-06 20:10:26 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1818.00 total_reward_ma:1820.40 loss:-0.00861 fps:1708 +frame:9.80e+06 wall_t:5739 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.197 +2026-01-06 20:10:32 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.00 total_reward_ma:1820.46 loss:-0.006482 fps:1708 +frame:9.81e+06 wall_t:5745 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.139 +2026-01-06 20:10:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1820.60 total_reward_ma:1820.56 loss:-0.007896 fps:1708 +frame:9.82e+06 wall_t:5750 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.22 +2026-01-06 20:10:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1823.40 total_reward_ma:1820.77 loss:-0.008161 fps:1708 +frame:9.83e+06 wall_t:5756 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.197 +2026-01-06 20:10:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1825.60 total_reward_ma:1820.95 loss:-0.009251 fps:1708 +frame:9.84e+06 wall_t:5762 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.279 +2026-01-06 20:10:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1825.40 total_reward_ma:1821.14 loss:-0.004877 fps:1708 +frame:9.85e+06 wall_t:5768 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.11 +2026-01-06 20:11:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1826.20 total_reward_ma:1821.33 loss:0.004851 fps:1708 +frame:9.86e+06 wall_t:5774 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.132 +2026-01-06 20:11:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1826.60 total_reward_ma:1821.48 loss:-0.006029 fps:1708 +frame:9.87e+06 wall_t:5780 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.153 +2026-01-06 20:11:13 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1825.20 total_reward_ma:1821.62 loss:-0.005116 fps:1708 +frame:9.88e+06 wall_t:5786 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.135 +2026-01-06 20:11:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1825.60 total_reward_ma:1821.76 loss:-0.006568 fps:1708 +frame:9.89e+06 wall_t:5792 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.277 +2026-01-06 20:11:24 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1821.20 total_reward_ma:1821.84 loss:-0.004513 fps:1708 +frame:9.90e+06 wall_t:5797 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.092 +2026-01-06 20:11:31 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1828.40 total_reward_ma:1821.97 loss:-0.006357 fps:1708 +frame:9.91e+06 wall_t:5803 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.246 +2026-01-06 20:11:37 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1824.80 total_reward_ma:1822.05 loss:-0.006555 fps:1707 +frame:9.92e+06 wall_t:5810 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.09 +2026-01-06 20:11:43 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1825.80 total_reward_ma:1822.14 loss:-0.002004 fps:1707 +frame:9.93e+06 wall_t:5816 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.002 +2026-01-06 20:11:49 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1829.00 total_reward_ma:1822.26 loss:-0.005563 fps:1707 +frame:9.94e+06 wall_t:5822 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.238 +2026-01-06 20:11:55 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1829.80 total_reward_ma:1822.34 loss:-0.006597 fps:1707 +frame:9.95e+06 wall_t:5828 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.135 +2026-01-06 20:12:01 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1829.80 total_reward_ma:1822.45 loss:-0.001906 fps:1707 +frame:9.96e+06 wall_t:5834 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.155 +2026-01-06 20:12:07 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1829.40 total_reward_ma:1822.55 loss:-0.005502 fps:1707 +frame:9.97e+06 wall_t:5840 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.14 +2026-01-06 20:12:14 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1829.20 total_reward_ma:1822.65 loss:-0.002191 fps:1707 +frame:9.98e+06 wall_t:5846 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.003 +2026-01-06 20:12:19 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1829.00 total_reward_ma:1822.72 loss:-0.003684 fps:1707 +frame:9.99e+06 wall_t:5852 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.056 +2026-01-06 20:12:25 | INFO | PID:1612 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_seaquest_t0_s1 [train] +total_reward:1828.60 total_reward_ma:1822.80 loss:0.02058 fps:1707 +frame:1.00e+07 wall_t:5858 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.157 +2026-01-06 20:12:26 | INFO | PID:1612 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s2.log b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..3060964164fd25ec50acd42f97c0c46a6b5336dd --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-06 18:34:44 | INFO | PID:1613 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 18:35:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:78.00 total_reward_ma:78.00 loss:-0.02782 fps:476.2 +frame:1.00e+04 wall_t:21 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.797 +2026-01-06 18:35:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:102.96 total_reward_ma:90.48 loss:-0.02718 fps:740.7 +frame:2.00e+04 wall_t:27 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.784 +2026-01-06 18:35:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:120.00 total_reward_ma:100.32 loss:-0.03156 fps:909.1 +frame:3.00e+04 wall_t:33 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.763 +2026-01-06 18:35:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:141.51 total_reward_ma:110.62 loss:-0.02974 fps:1000 +frame:4.00e+04 wall_t:40 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.758 +2026-01-06 18:35:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:147.06 total_reward_ma:117.91 loss:-0.02747 fps:1087 +frame:5.00e+04 wall_t:46 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.669 +2026-01-06 18:35:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:152.77 total_reward_ma:123.72 loss:-0.02715 fps:1154 +frame:6.00e+04 wall_t:52 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.682 +2026-01-06 18:35:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:162.55 total_reward_ma:129.27 loss:-0.02654 fps:1207 +frame:7.00e+04 wall_t:58 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.689 +2026-01-06 18:35:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:174.20 total_reward_ma:134.88 loss:-0.02433 fps:1270 +frame:8.00e+04 wall_t:63 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.671 +2026-01-06 18:35:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:194.60 total_reward_ma:141.52 loss:-0.0325 fps:1324 +frame:9.00e+04 wall_t:68 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.67 +2026-01-06 18:36:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:207.40 total_reward_ma:148.11 loss:-0.03144 fps:1351 +frame:1.00e+05 wall_t:74 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.675 +2026-01-06 18:36:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:223.60 total_reward_ma:154.97 loss:-0.02706 fps:1392 +frame:1.10e+05 wall_t:79 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.619 +2026-01-06 18:36:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:235.80 total_reward_ma:161.70 loss:-0.02994 fps:1412 +frame:1.20e+05 wall_t:85 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.657 +2026-01-06 18:36:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:250.40 total_reward_ma:168.53 loss:-0.0294 fps:1444 +frame:1.30e+05 wall_t:90 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.593 +2026-01-06 18:36:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:269.20 total_reward_ma:175.72 loss:-0.0274 fps:1458 +frame:1.40e+05 wall_t:96 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.584 +2026-01-06 18:36:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:279.00 total_reward_ma:182.60 loss:-0.02943 fps:1485 +frame:1.50e+05 wall_t:101 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.678 +2026-01-06 18:36:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:287.80 total_reward_ma:189.18 loss:-0.03138 fps:1509 +frame:1.60e+05 wall_t:106 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.559 +2026-01-06 18:36:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:315.80 total_reward_ma:196.63 loss:-0.03183 fps:1518 +frame:1.70e+05 wall_t:112 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.511 +2026-01-06 18:36:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:319.20 total_reward_ma:203.44 loss:-0.03423 fps:1538 +frame:1.80e+05 wall_t:117 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.576 +2026-01-06 18:36:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:335.40 total_reward_ma:210.38 loss:-0.03297 fps:1557 +frame:1.90e+05 wall_t:122 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.549 +2026-01-06 18:36:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:359.00 total_reward_ma:217.81 loss:-0.03338 fps:1562 +frame:2.00e+05 wall_t:128 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.499 +2026-01-06 18:37:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:370.60 total_reward_ma:225.09 loss:-0.03361 fps:1579 +frame:2.10e+05 wall_t:133 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.516 +2026-01-06 18:37:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:385.00 total_reward_ma:232.36 loss:-0.02905 fps:1571 +frame:2.20e+05 wall_t:140 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.475 +2026-01-06 18:37:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:394.20 total_reward_ma:239.39 loss:-0.03198 fps:1575 +frame:2.30e+05 wall_t:146 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.497 +2026-01-06 18:37:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:396.00 total_reward_ma:245.92 loss:-0.03353 fps:1589 +frame:2.40e+05 wall_t:151 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.515 +2026-01-06 18:37:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:408.20 total_reward_ma:252.41 loss:-0.03538 fps:1592 +frame:2.50e+05 wall_t:157 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.421 +2026-01-06 18:37:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:416.40 total_reward_ma:258.72 loss:-0.02986 fps:1605 +frame:2.60e+05 wall_t:162 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.426 +2026-01-06 18:37:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:434.80 total_reward_ma:265.24 loss:-0.02734 fps:1617 +frame:2.70e+05 wall_t:167 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.453 +2026-01-06 18:37:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:437.60 total_reward_ma:271.39 loss:-0.03343 fps:1618 +frame:2.80e+05 wall_t:173 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.397 +2026-01-06 18:37:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:447.80 total_reward_ma:277.48 loss:-0.02898 fps:1620 +frame:2.90e+05 wall_t:179 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.434 +2026-01-06 18:37:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:462.40 total_reward_ma:283.64 loss:-0.02915 fps:1630 +frame:3.00e+05 wall_t:184 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.389 +2026-01-06 18:37:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:465.00 total_reward_ma:289.49 loss:-0.03065 fps:1632 +frame:3.10e+05 wall_t:190 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.399 +2026-01-06 18:38:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:475.80 total_reward_ma:295.31 loss:-0.02999 fps:1633 +frame:3.20e+05 wall_t:196 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.4 +2026-01-06 18:38:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:485.00 total_reward_ma:301.06 loss:-0.03246 fps:1634 +frame:3.30e+05 wall_t:202 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.305 +2026-01-06 18:38:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:478.20 total_reward_ma:306.27 loss:-0.02863 fps:1635 +frame:3.40e+05 wall_t:208 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.359 +2026-01-06 18:38:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:483.20 total_reward_ma:311.33 loss:-0.03223 fps:1643 +frame:3.50e+05 wall_t:213 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.353 +2026-01-06 18:38:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:482.20 total_reward_ma:316.07 loss:-0.03072 fps:1651 +frame:3.60e+05 wall_t:218 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.323 +2026-01-06 18:38:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:486.00 total_reward_ma:320.67 loss:-0.03481 fps:1652 +frame:3.70e+05 wall_t:224 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.286 +2026-01-06 18:38:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:494.60 total_reward_ma:325.24 loss:-0.03462 fps:1652 +frame:3.80e+05 wall_t:230 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.281 +2026-01-06 18:38:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:511.60 total_reward_ma:330.02 loss:-0.02968 fps:1660 +frame:3.90e+05 wall_t:235 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.339 +2026-01-06 18:38:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:513.60 total_reward_ma:334.61 loss:-0.03748 fps:1660 +frame:4.00e+05 wall_t:241 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.311 +2026-01-06 18:38:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:518.40 total_reward_ma:339.09 loss:-0.03713 fps:1660 +frame:4.10e+05 wall_t:247 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.248 +2026-01-06 18:39:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:524.60 total_reward_ma:343.51 loss:-0.03269 fps:1660 +frame:4.20e+05 wall_t:253 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.219 +2026-01-06 18:39:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:530.40 total_reward_ma:347.86 loss:-0.02888 fps:1667 +frame:4.30e+05 wall_t:258 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.234 +2026-01-06 18:39:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:538.20 total_reward_ma:352.18 loss:-0.02934 fps:1667 +frame:4.40e+05 wall_t:264 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.197 +2026-01-06 18:39:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:549.00 total_reward_ma:356.56 loss:-0.03325 fps:1673 +frame:4.50e+05 wall_t:269 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.133 +2026-01-06 18:39:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:552.80 total_reward_ma:360.82 loss:-0.03261 fps:1673 +frame:4.60e+05 wall_t:275 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.271 +2026-01-06 18:39:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:553.80 total_reward_ma:364.93 loss:-0.03533 fps:1679 +frame:4.70e+05 wall_t:280 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.265 +2026-01-06 18:39:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:557.80 total_reward_ma:368.95 loss:-0.03178 fps:1678 +frame:4.80e+05 wall_t:286 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.365 +2026-01-06 18:39:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:555.40 total_reward_ma:372.75 loss:-0.03642 fps:1684 +frame:4.90e+05 wall_t:291 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.322 +2026-01-06 18:39:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:560.20 total_reward_ma:376.50 loss:-0.02833 fps:1684 +frame:5.00e+05 wall_t:297 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.281 +2026-01-06 18:39:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:563.60 total_reward_ma:380.17 loss:-0.03168 fps:1689 +frame:5.10e+05 wall_t:302 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.145 +2026-01-06 18:39:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:564.20 total_reward_ma:383.71 loss:-0.03221 fps:1688 +frame:5.20e+05 wall_t:308 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.366 +2026-01-06 18:40:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:568.40 total_reward_ma:387.19 loss:-0.03264 fps:1688 +frame:5.30e+05 wall_t:314 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.24 +2026-01-06 18:40:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:579.40 total_reward_ma:390.75 loss:-0.03595 fps:1693 +frame:5.40e+05 wall_t:319 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.307 +2026-01-06 18:40:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:581.20 total_reward_ma:394.22 loss:-0.03825 fps:1692 +frame:5.50e+05 wall_t:325 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.276 +2026-01-06 18:40:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:577.20 total_reward_ma:397.48 loss:-0.03119 fps:1692 +frame:5.60e+05 wall_t:331 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.298 +2026-01-06 18:40:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:590.40 total_reward_ma:400.87 loss:-0.03438 fps:1696 +frame:5.70e+05 wall_t:336 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.255 +2026-01-06 18:40:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:595.00 total_reward_ma:404.21 loss:-0.03499 fps:1696 +frame:5.80e+05 wall_t:342 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.313 +2026-01-06 18:40:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:593.60 total_reward_ma:407.42 loss:-0.03717 fps:1695 +frame:5.90e+05 wall_t:348 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.304 +2026-01-06 18:40:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:599.40 total_reward_ma:410.62 loss:-0.0343 fps:1700 +frame:6.00e+05 wall_t:353 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.226 +2026-01-06 18:40:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:600.00 total_reward_ma:413.73 loss:-0.03974 fps:1694 +frame:6.10e+05 wall_t:360 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.278 +2026-01-06 18:40:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:600.20 total_reward_ma:416.74 loss:-0.0347 fps:1694 +frame:6.20e+05 wall_t:366 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.191 +2026-01-06 18:40:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:606.80 total_reward_ma:419.75 loss:-0.03282 fps:1694 +frame:6.30e+05 wall_t:372 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.127 +2026-01-06 18:41:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:610.80 total_reward_ma:422.74 loss:-0.03486 fps:1693 +frame:6.40e+05 wall_t:378 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.142 +2026-01-06 18:41:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:610.80 total_reward_ma:425.63 loss:-0.0322 fps:1697 +frame:6.50e+05 wall_t:383 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.154 +2026-01-06 18:41:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:613.40 total_reward_ma:428.48 loss:-0.03695 fps:1697 +frame:6.60e+05 wall_t:389 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.086 +2026-01-06 18:41:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:621.60 total_reward_ma:431.36 loss:-0.03008 fps:1701 +frame:6.70e+05 wall_t:394 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.128 +2026-01-06 18:41:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:633.40 total_reward_ma:434.33 loss:-0.03251 fps:1700 +frame:6.80e+05 wall_t:400 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.136 +2026-01-06 18:41:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:637.40 total_reward_ma:437.27 loss:-0.03309 fps:1704 +frame:6.90e+05 wall_t:405 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.179 +2026-01-06 18:41:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:648.00 total_reward_ma:440.28 loss:-0.03569 fps:1703 +frame:7.00e+05 wall_t:411 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.197 +2026-01-06 18:41:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:653.80 total_reward_ma:443.29 loss:-0.03258 fps:1707 +frame:7.10e+05 wall_t:416 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.082 +2026-01-06 18:41:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:659.20 total_reward_ma:446.29 loss:-0.02855 fps:1706 +frame:7.20e+05 wall_t:422 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.032 +2026-01-06 18:41:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:656.80 total_reward_ma:449.17 loss:-0.03358 fps:1706 +frame:7.30e+05 wall_t:428 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.106 +2026-01-06 18:42:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:659.60 total_reward_ma:452.02 loss:-0.03204 fps:1709 +frame:7.40e+05 wall_t:433 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.054 +2026-01-06 18:42:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:672.20 total_reward_ma:454.95 loss:-0.03548 fps:1705 +frame:7.50e+05 wall_t:440 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.078 +2026-01-06 18:42:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:675.40 total_reward_ma:457.85 loss:-0.03327 fps:1708 +frame:7.60e+05 wall_t:445 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.039 +2026-01-06 18:42:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:675.80 total_reward_ma:460.68 loss:-0.03264 fps:1711 +frame:7.70e+05 wall_t:450 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.066 +2026-01-06 18:42:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:683.00 total_reward_ma:463.53 loss:-0.03166 fps:1711 +frame:7.80e+05 wall_t:456 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.051 +2026-01-06 18:42:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:686.00 total_reward_ma:466.35 loss:-0.02897 fps:1710 +frame:7.90e+05 wall_t:462 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.005 +2026-01-06 18:42:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:685.40 total_reward_ma:469.09 loss:-0.03584 fps:1709 +frame:8.00e+05 wall_t:468 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.958 +2026-01-06 18:42:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:688.00 total_reward_ma:471.79 loss:-0.03225 fps:1712 +frame:8.10e+05 wall_t:473 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.008 +2026-01-06 18:42:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:686.80 total_reward_ma:474.41 loss:-0.03168 fps:1712 +frame:8.20e+05 wall_t:479 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.019 +2026-01-06 18:42:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:688.60 total_reward_ma:476.99 loss:-0.0325 fps:1711 +frame:8.30e+05 wall_t:485 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.128 +2026-01-06 18:42:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:694.20 total_reward_ma:479.58 loss:-0.03522 fps:1714 +frame:8.40e+05 wall_t:490 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.04 +2026-01-06 18:43:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:694.40 total_reward_ma:482.11 loss:-0.03435 fps:1714 +frame:8.50e+05 wall_t:496 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.059 +2026-01-06 18:43:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:694.20 total_reward_ma:484.57 loss:-0.0378 fps:1717 +frame:8.60e+05 wall_t:501 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.071 +2026-01-06 18:43:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:692.40 total_reward_ma:486.96 loss:-0.03118 fps:1719 +frame:8.70e+05 wall_t:506 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.066 +2026-01-06 18:43:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:687.00 total_reward_ma:489.23 loss:-0.03274 fps:1719 +frame:8.80e+05 wall_t:512 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.072 +2026-01-06 18:43:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:689.40 total_reward_ma:491.48 loss:-0.02872 fps:1721 +frame:8.90e+05 wall_t:517 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.098 +2026-01-06 18:43:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:684.60 total_reward_ma:493.63 loss:-0.03025 fps:1721 +frame:9.00e+05 wall_t:523 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.122 +2026-01-06 18:43:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:684.00 total_reward_ma:495.72 loss:-0.0326 fps:1723 +frame:9.10e+05 wall_t:528 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.062 +2026-01-06 18:43:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:689.60 total_reward_ma:497.83 loss:-0.0335 fps:1723 +frame:9.20e+05 wall_t:534 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.185 +2026-01-06 18:43:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:690.00 total_reward_ma:499.90 loss:-0.03807 fps:1722 +frame:9.30e+05 wall_t:540 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.122 +2026-01-06 18:43:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:688.40 total_reward_ma:501.90 loss:-0.03405 fps:1725 +frame:9.40e+05 wall_t:545 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.171 +2026-01-06 18:43:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:690.60 total_reward_ma:503.89 loss:-0.03954 fps:1724 +frame:9.50e+05 wall_t:551 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.181 +2026-01-06 18:44:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:691.60 total_reward_ma:505.84 loss:-0.03028 fps:1727 +frame:9.60e+05 wall_t:556 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.139 +2026-01-06 18:44:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:688.80 total_reward_ma:507.73 loss:-0.0318 fps:1726 +frame:9.70e+05 wall_t:562 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.047 +2026-01-06 18:44:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:690.00 total_reward_ma:509.59 loss:-0.03451 fps:1725 +frame:9.80e+05 wall_t:568 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.972 +2026-01-06 18:44:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:696.40 total_reward_ma:511.48 loss:-0.03271 fps:1728 +frame:9.90e+05 wall_t:573 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.943 +2026-01-06 18:44:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:698.60 total_reward_ma:513.35 loss:-0.03598 fps:1727 +frame:1.00e+06 wall_t:579 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.058 +2026-01-06 18:44:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:703.20 total_reward_ma:519.60 loss:-0.03745 fps:1726 +frame:1.01e+06 wall_t:585 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.04 +2026-01-06 18:44:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:703.00 total_reward_ma:525.60 loss:-0.0341 fps:1729 +frame:1.02e+06 wall_t:590 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.129 +2026-01-06 18:44:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:702.40 total_reward_ma:531.42 loss:-0.0308 fps:1731 +frame:1.03e+06 wall_t:595 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.137 +2026-01-06 18:44:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:704.60 total_reward_ma:537.05 loss:-0.03029 fps:1730 +frame:1.04e+06 wall_t:601 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.118 +2026-01-06 18:44:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:705.60 total_reward_ma:542.64 loss:-0.03403 fps:1730 +frame:1.05e+06 wall_t:607 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.114 +2026-01-06 18:44:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:706.60 total_reward_ma:548.18 loss:-0.03858 fps:1732 +frame:1.06e+06 wall_t:612 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.113 +2026-01-06 18:45:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:713.80 total_reward_ma:553.69 loss:-0.0319 fps:1731 +frame:1.07e+06 wall_t:618 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.168 +2026-01-06 18:45:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:718.40 total_reward_ma:559.13 loss:-0.03975 fps:1731 +frame:1.08e+06 wall_t:624 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.169 +2026-01-06 18:45:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:720.20 total_reward_ma:564.39 loss:-0.03609 fps:1733 +frame:1.09e+06 wall_t:629 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.181 +2026-01-06 18:45:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:723.40 total_reward_ma:569.55 loss:-0.03617 fps:1732 +frame:1.10e+06 wall_t:635 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.196 +2026-01-06 18:45:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:727.40 total_reward_ma:574.59 loss:-0.03252 fps:1734 +frame:1.11e+06 wall_t:640 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.142 +2026-01-06 18:45:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:729.60 total_reward_ma:579.52 loss:-0.03708 fps:1734 +frame:1.12e+06 wall_t:646 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.137 +2026-01-06 18:45:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:729.20 total_reward_ma:584.31 loss:-0.03585 fps:1733 +frame:1.13e+06 wall_t:652 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.11 +2026-01-06 18:45:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:729.00 total_reward_ma:588.91 loss:-0.03662 fps:1733 +frame:1.14e+06 wall_t:658 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.067 +2026-01-06 18:45:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:731.20 total_reward_ma:593.43 loss:-0.0346 fps:1732 +frame:1.15e+06 wall_t:664 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.121 +2026-01-06 18:45:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:730.80 total_reward_ma:597.86 loss:-0.03215 fps:1731 +frame:1.16e+06 wall_t:670 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.096 +2026-01-06 18:46:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:729.00 total_reward_ma:601.99 loss:-0.0337 fps:1731 +frame:1.17e+06 wall_t:676 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.121 +2026-01-06 18:46:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:736.40 total_reward_ma:606.17 loss:-0.03706 fps:1733 +frame:1.18e+06 wall_t:681 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.228 +2026-01-06 18:46:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:735.00 total_reward_ma:610.16 loss:-0.04129 fps:1732 +frame:1.19e+06 wall_t:687 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.167 +2026-01-06 18:46:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:737.40 total_reward_ma:613.95 loss:-0.03859 fps:1734 +frame:1.20e+06 wall_t:692 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.191 +2026-01-06 18:46:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:735.80 total_reward_ma:617.60 loss:-0.03884 fps:1736 +frame:1.21e+06 wall_t:697 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.191 +2026-01-06 18:46:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:738.40 total_reward_ma:621.13 loss:-0.03471 fps:1735 +frame:1.22e+06 wall_t:703 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.152 +2026-01-06 18:46:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:741.80 total_reward_ma:624.61 loss:-0.04021 fps:1735 +frame:1.23e+06 wall_t:709 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.088 +2026-01-06 18:46:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:746.40 total_reward_ma:628.11 loss:-0.03553 fps:1734 +frame:1.24e+06 wall_t:715 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.234 +2026-01-06 18:46:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:744.20 total_reward_ma:631.47 loss:-0.03905 fps:1736 +frame:1.25e+06 wall_t:720 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.183 +2026-01-06 18:46:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:746.80 total_reward_ma:634.78 loss:-0.03563 fps:1738 +frame:1.26e+06 wall_t:725 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.125 +2026-01-06 18:46:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:752.00 total_reward_ma:637.95 loss:-0.03098 fps:1737 +frame:1.27e+06 wall_t:731 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.173 +2026-01-06 18:47:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:751.40 total_reward_ma:641.09 loss:-0.03892 fps:1737 +frame:1.28e+06 wall_t:737 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.17 +2026-01-06 18:47:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:746.60 total_reward_ma:644.07 loss:-0.03934 fps:1739 +frame:1.29e+06 wall_t:742 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.145 +2026-01-06 18:47:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:750.60 total_reward_ma:646.96 loss:-0.03848 fps:1740 +frame:1.30e+06 wall_t:747 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.16 +2026-01-06 18:47:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:754.40 total_reward_ma:649.85 loss:-0.03792 fps:1740 +frame:1.31e+06 wall_t:753 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.215 +2026-01-06 18:47:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:755.00 total_reward_ma:652.64 loss:-0.04149 fps:1741 +frame:1.32e+06 wall_t:758 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.144 +2026-01-06 18:47:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:759.20 total_reward_ma:655.38 loss:-0.03921 fps:1741 +frame:1.33e+06 wall_t:764 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.203 +2026-01-06 18:47:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:763.80 total_reward_ma:658.24 loss:-0.03886 fps:1743 +frame:1.34e+06 wall_t:769 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.199 +2026-01-06 18:47:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:765.40 total_reward_ma:661.06 loss:-0.04344 fps:1744 +frame:1.35e+06 wall_t:774 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.177 +2026-01-06 18:47:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:765.60 total_reward_ma:663.90 loss:-0.041 fps:1744 +frame:1.36e+06 wall_t:780 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.177 +2026-01-06 18:47:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:767.00 total_reward_ma:666.71 loss:-0.0405 fps:1747 +frame:1.37e+06 wall_t:784 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.176 +2026-01-06 18:47:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:777.60 total_reward_ma:669.54 loss:-0.04012 fps:1747 +frame:1.38e+06 wall_t:790 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.169 +2026-01-06 18:48:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:779.80 total_reward_ma:672.22 loss:-0.03644 fps:1748 +frame:1.39e+06 wall_t:795 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.105 +2026-01-06 18:48:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:781.20 total_reward_ma:674.89 loss:-0.03481 fps:1748 +frame:1.40e+06 wall_t:801 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.066 +2026-01-06 18:48:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:784.00 total_reward_ma:677.55 loss:-0.03801 fps:1749 +frame:1.41e+06 wall_t:806 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.167 +2026-01-06 18:48:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:785.60 total_reward_ma:680.16 loss:-0.03708 fps:1749 +frame:1.42e+06 wall_t:812 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.164 +2026-01-06 18:48:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:779.80 total_reward_ma:682.65 loss:-0.03782 fps:1750 +frame:1.43e+06 wall_t:817 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.191 +2026-01-06 18:48:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:782.00 total_reward_ma:685.09 loss:-0.03951 fps:1752 +frame:1.44e+06 wall_t:822 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.141 +2026-01-06 18:48:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:786.80 total_reward_ma:687.47 loss:-0.041 fps:1751 +frame:1.45e+06 wall_t:828 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.106 +2026-01-06 18:48:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:794.40 total_reward_ma:689.89 loss:-0.04111 fps:1753 +frame:1.46e+06 wall_t:833 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.149 +2026-01-06 18:48:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:796.20 total_reward_ma:692.31 loss:-0.03709 fps:1754 +frame:1.47e+06 wall_t:838 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.088 +2026-01-06 18:48:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:797.80 total_reward_ma:694.71 loss:-0.03807 fps:1756 +frame:1.48e+06 wall_t:843 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.136 +2026-01-06 18:48:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:800.60 total_reward_ma:697.16 loss:-0.03348 fps:1755 +frame:1.49e+06 wall_t:849 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.162 +2026-01-06 18:49:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:807.40 total_reward_ma:699.63 loss:-0.03923 fps:1756 +frame:1.50e+06 wall_t:854 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.15 +2026-01-06 18:49:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:812.20 total_reward_ma:702.12 loss:-0.03876 fps:1756 +frame:1.51e+06 wall_t:860 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.151 +2026-01-06 18:49:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:810.40 total_reward_ma:704.58 loss:-0.03984 fps:1757 +frame:1.52e+06 wall_t:865 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.1 +2026-01-06 18:49:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:809.20 total_reward_ma:706.99 loss:-0.04261 fps:1759 +frame:1.53e+06 wall_t:870 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.119 +2026-01-06 18:49:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:808.80 total_reward_ma:709.28 loss:-0.03974 fps:1760 +frame:1.54e+06 wall_t:875 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.16 +2026-01-06 18:49:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:811.60 total_reward_ma:711.59 loss:-0.04226 fps:1759 +frame:1.55e+06 wall_t:881 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.173 +2026-01-06 18:49:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:809.60 total_reward_ma:713.91 loss:-0.03871 fps:1761 +frame:1.56e+06 wall_t:886 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.199 +2026-01-06 18:49:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:812.80 total_reward_ma:716.14 loss:-0.03989 fps:1762 +frame:1.57e+06 wall_t:891 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.158 +2026-01-06 18:49:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:811.80 total_reward_ma:718.30 loss:-0.0319 fps:1761 +frame:1.58e+06 wall_t:897 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.189 +2026-01-06 18:49:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:807.60 total_reward_ma:720.44 loss:-0.03932 fps:1761 +frame:1.59e+06 wall_t:903 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.17 +2026-01-06 18:49:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:805.60 total_reward_ma:722.51 loss:-0.04473 fps:1762 +frame:1.60e+06 wall_t:908 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.251 +2026-01-06 18:50:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:803.00 total_reward_ma:724.54 loss:-0.03852 fps:1763 +frame:1.61e+06 wall_t:913 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.183 +2026-01-06 18:50:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:803.40 total_reward_ma:726.57 loss:-0.04077 fps:1763 +frame:1.62e+06 wall_t:919 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.178 +2026-01-06 18:50:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:800.80 total_reward_ma:728.51 loss:-0.03753 fps:1766 +frame:1.63e+06 wall_t:923 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.257 +2026-01-06 18:50:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:806.20 total_reward_ma:730.46 loss:-0.04266 fps:1765 +frame:1.64e+06 wall_t:929 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.243 +2026-01-06 18:50:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:814.80 total_reward_ma:732.50 loss:-0.0406 fps:1767 +frame:1.65e+06 wall_t:934 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.296 +2026-01-06 18:50:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:813.80 total_reward_ma:734.51 loss:-0.04112 fps:1766 +frame:1.66e+06 wall_t:940 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.325 +2026-01-06 18:50:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:815.80 total_reward_ma:736.45 loss:-0.04365 fps:1767 +frame:1.67e+06 wall_t:945 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.226 +2026-01-06 18:50:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:813.40 total_reward_ma:738.25 loss:-0.04188 fps:1767 +frame:1.68e+06 wall_t:951 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.263 +2026-01-06 18:50:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:813.60 total_reward_ma:740.01 loss:-0.04157 fps:1766 +frame:1.69e+06 wall_t:957 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.268 +2026-01-06 18:50:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:815.20 total_reward_ma:741.68 loss:-0.04025 fps:1765 +frame:1.70e+06 wall_t:963 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.208 +2026-01-06 18:50:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:816.60 total_reward_ma:743.31 loss:-0.04271 fps:1767 +frame:1.71e+06 wall_t:968 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.181 +2026-01-06 18:51:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:817.40 total_reward_ma:744.89 loss:-0.04195 fps:1764 +frame:1.72e+06 wall_t:975 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.197 +2026-01-06 18:51:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:820.80 total_reward_ma:746.53 loss:-0.04392 fps:1764 +frame:1.73e+06 wall_t:981 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.11 +2026-01-06 18:51:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:826.20 total_reward_ma:748.20 loss:-0.0366 fps:1763 +frame:1.74e+06 wall_t:987 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.117 +2026-01-06 18:51:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:824.20 total_reward_ma:749.72 loss:-0.03611 fps:1761 +frame:1.75e+06 wall_t:994 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.145 +2026-01-06 18:51:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:822.40 total_reward_ma:751.19 loss:-0.03834 fps:1760 +frame:1.76e+06 wall_t:1000 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.238 +2026-01-06 18:51:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:820.80 total_reward_ma:752.64 loss:-0.0401 fps:1759 +frame:1.77e+06 wall_t:1006 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.141 +2026-01-06 18:51:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:820.60 total_reward_ma:754.01 loss:-0.03752 fps:1757 +frame:1.78e+06 wall_t:1013 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.161 +2026-01-06 18:51:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:819.40 total_reward_ma:755.35 loss:-0.03965 fps:1757 +frame:1.79e+06 wall_t:1019 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.099 +2026-01-06 18:51:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:817.00 total_reward_ma:756.66 loss:-0.04321 fps:1756 +frame:1.80e+06 wall_t:1025 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.059 +2026-01-06 18:51:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:818.80 total_reward_ma:757.97 loss:-0.03829 fps:1756 +frame:1.81e+06 wall_t:1031 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.181 +2026-01-06 18:52:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:818.40 total_reward_ma:759.29 loss:-0.03668 fps:1755 +frame:1.82e+06 wall_t:1037 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.199 +2026-01-06 18:52:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:816.80 total_reward_ma:760.57 loss:-0.04067 fps:1753 +frame:1.83e+06 wall_t:1044 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.131 +2026-01-06 18:52:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:812.00 total_reward_ma:761.75 loss:-0.03721 fps:1752 +frame:1.84e+06 wall_t:1050 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.168 +2026-01-06 18:52:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:807.80 total_reward_ma:762.88 loss:-0.04077 fps:1752 +frame:1.85e+06 wall_t:1056 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.073 +2026-01-06 18:52:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:807.40 total_reward_ma:764.01 loss:-0.0418 fps:1751 +frame:1.86e+06 wall_t:1062 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.097 +2026-01-06 18:52:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:806.60 total_reward_ma:765.16 loss:-0.0446 fps:1751 +frame:1.87e+06 wall_t:1068 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.077 +2026-01-06 18:52:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:806.20 total_reward_ma:766.35 loss:-0.04415 fps:1750 +frame:1.88e+06 wall_t:1074 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.176 +2026-01-06 18:52:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:807.20 total_reward_ma:767.53 loss:-0.04239 fps:1750 +frame:1.89e+06 wall_t:1080 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.169 +2026-01-06 18:52:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:806.20 total_reward_ma:768.74 loss:-0.0314 fps:1748 +frame:1.90e+06 wall_t:1087 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.122 +2026-01-06 18:53:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:801.00 total_reward_ma:769.91 loss:-0.03016 fps:1747 +frame:1.91e+06 wall_t:1093 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.205 +2026-01-06 18:53:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:801.60 total_reward_ma:771.03 loss:-0.04261 fps:1747 +frame:1.92e+06 wall_t:1099 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.233 +2026-01-06 18:53:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:797.20 total_reward_ma:772.10 loss:-0.03699 fps:1747 +frame:1.93e+06 wall_t:1105 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.206 +2026-01-06 18:53:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:793.40 total_reward_ma:773.15 loss:-0.04347 fps:1746 +frame:1.94e+06 wall_t:1111 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.22 +2026-01-06 18:53:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:793.80 total_reward_ma:774.19 loss:-0.04308 fps:1746 +frame:1.95e+06 wall_t:1117 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.24 +2026-01-06 18:53:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:794.60 total_reward_ma:775.22 loss:-0.03983 fps:1745 +frame:1.96e+06 wall_t:1123 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.231 +2026-01-06 18:53:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:797.80 total_reward_ma:776.31 loss:-0.0409 fps:1745 +frame:1.97e+06 wall_t:1129 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.283 +2026-01-06 18:53:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:796.00 total_reward_ma:777.37 loss:-0.04229 fps:1744 +frame:1.98e+06 wall_t:1135 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.278 +2026-01-06 18:53:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:795.60 total_reward_ma:778.36 loss:-0.03556 fps:1743 +frame:1.99e+06 wall_t:1142 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.267 +2026-01-06 18:53:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:795.80 total_reward_ma:779.33 loss:-0.0433 fps:1742 +frame:2.00e+06 wall_t:1148 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.176 +2026-01-06 18:54:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:799.80 total_reward_ma:780.30 loss:-0.04145 fps:1742 +frame:2.01e+06 wall_t:1154 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.095 +2026-01-06 18:54:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:796.20 total_reward_ma:781.23 loss:-0.0407 fps:1741 +frame:2.02e+06 wall_t:1160 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.154 +2026-01-06 18:54:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:797.00 total_reward_ma:782.17 loss:-0.04416 fps:1741 +frame:2.03e+06 wall_t:1166 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.187 +2026-01-06 18:54:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:800.40 total_reward_ma:783.13 loss:-0.04077 fps:1741 +frame:2.04e+06 wall_t:1172 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.128 +2026-01-06 18:54:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:805.80 total_reward_ma:784.13 loss:-0.04415 fps:1740 +frame:2.05e+06 wall_t:1178 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:2.089 +2026-01-06 18:54:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:807.60 total_reward_ma:785.14 loss:-0.04224 fps:1738 +frame:2.06e+06 wall_t:1185 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.064 +2026-01-06 18:54:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:814.40 total_reward_ma:786.15 loss:-0.04309 fps:1738 +frame:2.07e+06 wall_t:1191 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:2.11 +2026-01-06 18:54:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:812.80 total_reward_ma:787.09 loss:-0.03461 fps:1738 +frame:2.08e+06 wall_t:1197 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.076 +2026-01-06 18:54:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:805.80 total_reward_ma:787.95 loss:-0.03966 fps:1736 +frame:2.09e+06 wall_t:1204 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.043 +2026-01-06 18:54:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:802.80 total_reward_ma:788.74 loss:-0.04036 fps:1736 +frame:2.10e+06 wall_t:1210 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:2.068 +2026-01-06 18:55:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:804.60 total_reward_ma:789.52 loss:-0.03761 fps:1735 +frame:2.11e+06 wall_t:1216 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.996 +2026-01-06 18:55:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:808.20 total_reward_ma:790.30 loss:-0.04138 fps:1735 +frame:2.12e+06 wall_t:1222 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2.093 +2026-01-06 18:55:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:807.40 total_reward_ma:791.08 loss:-0.03749 fps:1735 +frame:2.13e+06 wall_t:1228 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:2.048 +2026-01-06 18:55:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:810.80 total_reward_ma:791.90 loss:-0.03455 fps:1734 +frame:2.14e+06 wall_t:1234 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:2.055 +2026-01-06 18:55:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:815.20 total_reward_ma:792.74 loss:-0.03958 fps:1734 +frame:2.15e+06 wall_t:1240 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:2.076 +2026-01-06 18:55:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:813.20 total_reward_ma:793.57 loss:-0.03954 fps:1732 +frame:2.16e+06 wall_t:1247 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:2.108 +2026-01-06 18:55:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:813.00 total_reward_ma:794.41 loss:-0.04017 fps:1732 +frame:2.17e+06 wall_t:1253 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.084 +2026-01-06 18:55:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:813.60 total_reward_ma:795.18 loss:-0.04225 fps:1730 +frame:2.18e+06 wall_t:1260 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:2.105 +2026-01-06 18:55:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:811.80 total_reward_ma:795.95 loss:-0.03874 fps:1730 +frame:2.19e+06 wall_t:1266 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.989 +2026-01-06 18:56:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:812.60 total_reward_ma:796.70 loss:-0.04142 fps:1730 +frame:2.20e+06 wall_t:1272 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.102 +2026-01-06 18:56:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:814.80 total_reward_ma:797.49 loss:-0.0403 fps:1728 +frame:2.21e+06 wall_t:1279 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:2.062 +2026-01-06 18:56:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:814.40 total_reward_ma:798.25 loss:-0.03638 fps:1728 +frame:2.22e+06 wall_t:1285 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:2.059 +2026-01-06 18:56:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:818.40 total_reward_ma:799.01 loss:-0.03782 fps:1727 +frame:2.23e+06 wall_t:1291 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.112 +2026-01-06 18:56:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:816.80 total_reward_ma:799.72 loss:-0.04158 fps:1727 +frame:2.24e+06 wall_t:1297 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:2.068 +2026-01-06 18:56:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:812.60 total_reward_ma:800.40 loss:-0.0388 fps:1725 +frame:2.25e+06 wall_t:1304 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:2.097 +2026-01-06 18:56:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:805.80 total_reward_ma:800.99 loss:-0.04287 fps:1725 +frame:2.26e+06 wall_t:1310 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:2.147 +2026-01-06 18:56:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:805.60 total_reward_ma:801.53 loss:-0.0343 fps:1724 +frame:2.27e+06 wall_t:1317 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:2.128 +2026-01-06 18:56:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:804.80 total_reward_ma:802.06 loss:-0.04216 fps:1723 +frame:2.28e+06 wall_t:1323 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:2.169 +2026-01-06 18:56:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:807.60 total_reward_ma:802.67 loss:-0.03373 fps:1723 +frame:2.29e+06 wall_t:1329 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:2.107 +2026-01-06 18:57:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:813.40 total_reward_ma:803.30 loss:-0.04165 fps:1723 +frame:2.30e+06 wall_t:1335 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.059 +2026-01-06 18:57:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:814.60 total_reward_ma:803.90 loss:-0.03511 fps:1723 +frame:2.31e+06 wall_t:1341 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:2.094 +2026-01-06 18:57:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:812.60 total_reward_ma:804.48 loss:-0.03974 fps:1722 +frame:2.32e+06 wall_t:1347 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:2.057 +2026-01-06 18:57:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:804.20 total_reward_ma:804.93 loss:-0.03803 fps:1721 +frame:2.33e+06 wall_t:1354 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:2.082 +2026-01-06 18:57:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:805.80 total_reward_ma:805.35 loss:-0.0392 fps:1721 +frame:2.34e+06 wall_t:1360 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:2.044 +2026-01-06 18:57:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:803.80 total_reward_ma:805.73 loss:-0.03605 fps:1720 +frame:2.35e+06 wall_t:1366 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:2.056 +2026-01-06 18:57:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:804.00 total_reward_ma:806.12 loss:-0.04234 fps:1719 +frame:2.36e+06 wall_t:1373 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:2.064 +2026-01-06 18:57:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:806.20 total_reward_ma:806.51 loss:-0.03794 fps:1719 +frame:2.37e+06 wall_t:1379 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:2.104 +2026-01-06 18:57:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:805.40 total_reward_ma:806.79 loss:-0.03735 fps:1718 +frame:2.38e+06 wall_t:1385 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:2.02 +2026-01-06 18:57:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:806.80 total_reward_ma:807.06 loss:-0.03716 fps:1718 +frame:2.39e+06 wall_t:1391 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:2.037 +2026-01-06 18:58:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:810.40 total_reward_ma:807.35 loss:-0.03398 fps:1717 +frame:2.40e+06 wall_t:1398 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.968 +2026-01-06 18:58:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:810.80 total_reward_ma:807.62 loss:-0.03972 fps:1717 +frame:2.41e+06 wall_t:1404 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:2.02 +2026-01-06 18:58:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:809.00 total_reward_ma:807.85 loss:-0.03321 fps:1716 +frame:2.42e+06 wall_t:1410 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:2.077 +2026-01-06 18:58:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:808.20 total_reward_ma:808.13 loss:-0.041 fps:1716 +frame:2.43e+06 wall_t:1416 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:2.046 +2026-01-06 18:58:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:808.20 total_reward_ma:808.40 loss:-0.03997 fps:1716 +frame:2.44e+06 wall_t:1422 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:2.086 +2026-01-06 18:58:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:810.60 total_reward_ma:808.63 loss:-0.03734 fps:1716 +frame:2.45e+06 wall_t:1428 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:2.098 +2026-01-06 18:58:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:813.00 total_reward_ma:808.82 loss:-0.04176 fps:1714 +frame:2.46e+06 wall_t:1435 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:2.11 +2026-01-06 18:58:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:815.20 total_reward_ma:809.01 loss:-0.04234 fps:1714 +frame:2.47e+06 wall_t:1441 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:2.106 +2026-01-06 18:58:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:819.20 total_reward_ma:809.22 loss:-0.04077 fps:1714 +frame:2.48e+06 wall_t:1447 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:2.11 +2026-01-06 18:59:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:817.80 total_reward_ma:809.40 loss:-0.03737 fps:1714 +frame:2.49e+06 wall_t:1453 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:2.058 +2026-01-06 18:59:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:816.80 total_reward_ma:809.49 loss:-0.0401 fps:1714 +frame:2.50e+06 wall_t:1459 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:2.068 +2026-01-06 18:59:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:814.00 total_reward_ma:809.51 loss:-0.04188 fps:1712 +frame:2.51e+06 wall_t:1466 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:2.052 +2026-01-06 18:59:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:815.20 total_reward_ma:809.56 loss:-0.03762 fps:1712 +frame:2.52e+06 wall_t:1472 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:2.037 +2026-01-06 18:59:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:819.40 total_reward_ma:809.66 loss:-0.03696 fps:1712 +frame:2.53e+06 wall_t:1478 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:2.121 +2026-01-06 18:59:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:824.00 total_reward_ma:809.81 loss:-0.04387 fps:1712 +frame:2.54e+06 wall_t:1484 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:2.093 +2026-01-06 18:59:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:827.00 total_reward_ma:809.96 loss:-0.04055 fps:1711 +frame:2.55e+06 wall_t:1490 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:2.079 +2026-01-06 18:59:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:828.00 total_reward_ma:810.15 loss:-0.03837 fps:1710 +frame:2.56e+06 wall_t:1497 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:2.086 +2026-01-06 18:59:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:829.40 total_reward_ma:810.31 loss:-0.04061 fps:1711 +frame:2.57e+06 wall_t:1502 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:2.064 +2026-01-06 18:59:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:829.80 total_reward_ma:810.49 loss:-0.03582 fps:1710 +frame:2.58e+06 wall_t:1509 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:2.032 +2026-01-06 19:00:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:831.00 total_reward_ma:810.73 loss:-0.04044 fps:1710 +frame:2.59e+06 wall_t:1515 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:2.048 +2026-01-06 19:00:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:826.00 total_reward_ma:810.93 loss:-0.04267 fps:1709 +frame:2.60e+06 wall_t:1521 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:2.074 +2026-01-06 19:00:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:825.20 total_reward_ma:811.15 loss:-0.04256 fps:1708 +frame:2.61e+06 wall_t:1528 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:2.092 +2026-01-06 19:00:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:822.60 total_reward_ma:811.35 loss:-0.04317 fps:1708 +frame:2.62e+06 wall_t:1534 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:2.005 +2026-01-06 19:00:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:822.80 total_reward_ma:811.57 loss:-0.04233 fps:1708 +frame:2.63e+06 wall_t:1540 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:2.045 +2026-01-06 19:00:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:827.60 total_reward_ma:811.78 loss:-0.04202 fps:1707 +frame:2.64e+06 wall_t:1547 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:2.037 +2026-01-06 19:00:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:825.20 total_reward_ma:811.88 loss:-0.04279 fps:1707 +frame:2.65e+06 wall_t:1552 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:2.047 +2026-01-06 19:00:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:821.40 total_reward_ma:811.96 loss:-0.0428 fps:1706 +frame:2.66e+06 wall_t:1559 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:2.076 +2026-01-06 19:00:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:822.40 total_reward_ma:812.03 loss:-0.04162 fps:1706 +frame:2.67e+06 wall_t:1565 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:2.145 +2026-01-06 19:00:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:827.20 total_reward_ma:812.16 loss:-0.04129 fps:1706 +frame:2.68e+06 wall_t:1571 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:2.024 +2026-01-06 19:01:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:827.40 total_reward_ma:812.30 loss:-0.04116 fps:1706 +frame:2.69e+06 wall_t:1577 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:2.068 +2026-01-06 19:01:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:826.80 total_reward_ma:812.42 loss:-0.04039 fps:1706 +frame:2.70e+06 wall_t:1583 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.976 +2026-01-06 19:01:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:829.00 total_reward_ma:812.54 loss:-0.04251 fps:1704 +frame:2.71e+06 wall_t:1590 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.95 +2026-01-06 19:01:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:831.00 total_reward_ma:812.68 loss:-0.04184 fps:1704 +frame:2.72e+06 wall_t:1596 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.965 +2026-01-06 19:01:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.60 total_reward_ma:812.84 loss:-0.04042 fps:1704 +frame:2.73e+06 wall_t:1602 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.93 +2026-01-06 19:01:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:838.00 total_reward_ma:812.95 loss:-0.04163 fps:1704 +frame:2.74e+06 wall_t:1608 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:2.029 +2026-01-06 19:01:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.80 total_reward_ma:813.09 loss:-0.04235 fps:1704 +frame:2.75e+06 wall_t:1614 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:2.097 +2026-01-06 19:01:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.80 total_reward_ma:813.24 loss:-0.04428 fps:1704 +frame:2.76e+06 wall_t:1620 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:2.007 +2026-01-06 19:01:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.40 total_reward_ma:813.41 loss:-0.04005 fps:1704 +frame:2.77e+06 wall_t:1626 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:2.099 +2026-01-06 19:01:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:838.00 total_reward_ma:813.58 loss:-0.04379 fps:1703 +frame:2.78e+06 wall_t:1632 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:2.12 +2026-01-06 19:02:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.00 total_reward_ma:813.76 loss:-0.04297 fps:1703 +frame:2.79e+06 wall_t:1638 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.936 +2026-01-06 19:02:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.80 total_reward_ma:813.96 loss:-0.04385 fps:1702 +frame:2.80e+06 wall_t:1645 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.923 +2026-01-06 19:02:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.60 total_reward_ma:814.14 loss:-0.04128 fps:1701 +frame:2.81e+06 wall_t:1652 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:2.049 +2026-01-06 19:02:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:839.60 total_reward_ma:814.35 loss:-0.04091 fps:1702 +frame:2.82e+06 wall_t:1657 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.999 +2026-01-06 19:02:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:843.40 total_reward_ma:814.61 loss:-0.04244 fps:1702 +frame:2.83e+06 wall_t:1663 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:2.063 +2026-01-06 19:02:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:844.80 total_reward_ma:814.94 loss:-0.04412 fps:1701 +frame:2.84e+06 wall_t:1670 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:2.028 +2026-01-06 19:02:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:846.20 total_reward_ma:815.33 loss:-0.04304 fps:1700 +frame:2.85e+06 wall_t:1676 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:2.063 +2026-01-06 19:02:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:846.20 total_reward_ma:815.71 loss:-0.04437 fps:1700 +frame:2.86e+06 wall_t:1682 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:2.049 +2026-01-06 19:02:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:853.20 total_reward_ma:816.18 loss:-0.03643 fps:1699 +frame:2.87e+06 wall_t:1689 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:2.102 +2026-01-06 19:03:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:855.00 total_reward_ma:816.67 loss:-0.04435 fps:1699 +frame:2.88e+06 wall_t:1695 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:2.082 +2026-01-06 19:03:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:854.80 total_reward_ma:817.14 loss:-0.03585 fps:1698 +frame:2.89e+06 wall_t:1702 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:2.109 +2026-01-06 19:03:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:849.80 total_reward_ma:817.58 loss:-0.04358 fps:1698 +frame:2.90e+06 wall_t:1708 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:2.14 +2026-01-06 19:03:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:852.00 total_reward_ma:818.09 loss:-0.04293 fps:1699 +frame:2.91e+06 wall_t:1713 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:2.138 +2026-01-06 19:03:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:850.80 total_reward_ma:818.58 loss:-0.04274 fps:1698 +frame:2.92e+06 wall_t:1720 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:2.234 +2026-01-06 19:03:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:848.20 total_reward_ma:819.09 loss:-0.03623 fps:1698 +frame:2.93e+06 wall_t:1726 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:2.11 +2026-01-06 19:03:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:848.40 total_reward_ma:819.64 loss:-0.04071 fps:1697 +frame:2.94e+06 wall_t:1732 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:2.033 +2026-01-06 19:03:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:846.20 total_reward_ma:820.17 loss:-0.0422 fps:1696 +frame:2.95e+06 wall_t:1739 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:2.122 +2026-01-06 19:03:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:845.80 total_reward_ma:820.68 loss:-0.04177 fps:1696 +frame:2.96e+06 wall_t:1745 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:2.142 +2026-01-06 19:03:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:841.40 total_reward_ma:821.11 loss:-0.04322 fps:1695 +frame:2.97e+06 wall_t:1752 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:2.06 +2026-01-06 19:04:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:842.20 total_reward_ma:821.58 loss:-0.04265 fps:1695 +frame:2.98e+06 wall_t:1758 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:2.121 +2026-01-06 19:04:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:843.60 total_reward_ma:822.06 loss:-0.03706 fps:1695 +frame:2.99e+06 wall_t:1764 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:2.126 +2026-01-06 19:04:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:840.60 total_reward_ma:822.50 loss:-0.03733 fps:1695 +frame:3.00e+06 wall_t:1770 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:2.183 +2026-01-06 19:04:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:838.80 total_reward_ma:822.89 loss:-0.04374 fps:1694 +frame:3.01e+06 wall_t:1777 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:2.161 +2026-01-06 19:04:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.80 total_reward_ma:823.31 loss:-0.04375 fps:1694 +frame:3.02e+06 wall_t:1783 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:2.15 +2026-01-06 19:04:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:835.20 total_reward_ma:823.69 loss:-0.04311 fps:1694 +frame:3.03e+06 wall_t:1789 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:2.253 +2026-01-06 19:04:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.40 total_reward_ma:824.01 loss:-0.04622 fps:1694 +frame:3.04e+06 wall_t:1795 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:2.127 +2026-01-06 19:04:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:833.40 total_reward_ma:824.29 loss:-0.04633 fps:1694 +frame:3.05e+06 wall_t:1801 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:2.23 +2026-01-06 19:04:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:834.80 total_reward_ma:824.56 loss:-0.04225 fps:1693 +frame:3.06e+06 wall_t:1807 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:2.122 +2026-01-06 19:05:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.60 total_reward_ma:824.74 loss:-0.04467 fps:1692 +frame:3.07e+06 wall_t:1814 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:2.15 +2026-01-06 19:05:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:829.80 total_reward_ma:824.91 loss:-0.04319 fps:1693 +frame:3.08e+06 wall_t:1819 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:2.112 +2026-01-06 19:05:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:831.20 total_reward_ma:825.17 loss:-0.04 fps:1693 +frame:3.09e+06 wall_t:1825 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:2.139 +2026-01-06 19:05:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:828.40 total_reward_ma:825.42 loss:-0.04389 fps:1692 +frame:3.10e+06 wall_t:1832 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:2.204 +2026-01-06 19:05:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:833.40 total_reward_ma:825.71 loss:-0.04501 fps:1692 +frame:3.11e+06 wall_t:1838 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:2.192 +2026-01-06 19:05:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:833.60 total_reward_ma:825.96 loss:-0.04274 fps:1692 +frame:3.12e+06 wall_t:1844 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:2.148 +2026-01-06 19:05:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:829.40 total_reward_ma:826.18 loss:-0.042 fps:1692 +frame:3.13e+06 wall_t:1850 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:2.15 +2026-01-06 19:05:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:831.80 total_reward_ma:826.39 loss:-0.04506 fps:1691 +frame:3.14e+06 wall_t:1857 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:2.193 +2026-01-06 19:05:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.00 total_reward_ma:826.56 loss:-0.04218 fps:1691 +frame:3.15e+06 wall_t:1863 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:2.168 +2026-01-06 19:05:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:827.60 total_reward_ma:826.71 loss:-0.04358 fps:1691 +frame:3.16e+06 wall_t:1869 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:2.174 +2026-01-06 19:06:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:824.20 total_reward_ma:826.82 loss:-0.04335 fps:1691 +frame:3.17e+06 wall_t:1875 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:2.217 +2026-01-06 19:06:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:829.80 total_reward_ma:826.98 loss:-0.0435 fps:1691 +frame:3.18e+06 wall_t:1881 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:2.233 +2026-01-06 19:06:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.00 total_reward_ma:827.18 loss:-0.04277 fps:1691 +frame:3.19e+06 wall_t:1887 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:2.157 +2026-01-06 19:06:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.80 total_reward_ma:827.38 loss:-0.04597 fps:1690 +frame:3.20e+06 wall_t:1893 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:2.176 +2026-01-06 19:06:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.80 total_reward_ma:827.61 loss:-0.04278 fps:1690 +frame:3.21e+06 wall_t:1899 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:2.195 +2026-01-06 19:06:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.80 total_reward_ma:827.85 loss:-0.04629 fps:1690 +frame:3.22e+06 wall_t:1905 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:2.284 +2026-01-06 19:06:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:841.60 total_reward_ma:828.08 loss:-0.04718 fps:1689 +frame:3.23e+06 wall_t:1912 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:2.221 +2026-01-06 19:06:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:841.80 total_reward_ma:828.33 loss:-0.04291 fps:1689 +frame:3.24e+06 wall_t:1918 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:2.094 +2026-01-06 19:06:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:843.60 total_reward_ma:828.64 loss:-0.04499 fps:1690 +frame:3.25e+06 wall_t:1923 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:2.105 +2026-01-06 19:06:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:844.60 total_reward_ma:829.03 loss:-0.03173 fps:1689 +frame:3.26e+06 wall_t:1930 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:2.078 +2026-01-06 19:07:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:840.40 total_reward_ma:829.38 loss:-0.04015 fps:1689 +frame:3.27e+06 wall_t:1936 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:2.112 +2026-01-06 19:07:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:843.60 total_reward_ma:829.76 loss:-0.04602 fps:1689 +frame:3.28e+06 wall_t:1942 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:2.049 +2026-01-06 19:07:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:843.40 total_reward_ma:830.12 loss:-0.04078 fps:1689 +frame:3.29e+06 wall_t:1948 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:2.018 +2026-01-06 19:07:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:840.20 total_reward_ma:830.39 loss:-0.03898 fps:1689 +frame:3.30e+06 wall_t:1954 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:2.096 +2026-01-06 19:07:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:842.60 total_reward_ma:830.67 loss:-0.03655 fps:1689 +frame:3.31e+06 wall_t:1960 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:2.169 +2026-01-06 19:07:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:841.20 total_reward_ma:830.96 loss:-0.03957 fps:1689 +frame:3.32e+06 wall_t:1966 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:2.176 +2026-01-06 19:07:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:841.00 total_reward_ma:831.32 loss:-0.04236 fps:1689 +frame:3.33e+06 wall_t:1972 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:2.153 +2026-01-06 19:07:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:846.40 total_reward_ma:831.73 loss:-0.04369 fps:1689 +frame:3.34e+06 wall_t:1978 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:2.162 +2026-01-06 19:07:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:846.60 total_reward_ma:832.16 loss:-0.04477 fps:1689 +frame:3.35e+06 wall_t:1984 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:2.091 +2026-01-06 19:07:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:845.40 total_reward_ma:832.57 loss:-0.03875 fps:1688 +frame:3.36e+06 wall_t:1991 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:2.053 +2026-01-06 19:08:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:848.00 total_reward_ma:832.99 loss:-0.03876 fps:1688 +frame:3.37e+06 wall_t:1997 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:2.118 +2026-01-06 19:08:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:850.20 total_reward_ma:833.44 loss:-0.04261 fps:1687 +frame:3.38e+06 wall_t:2003 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:2.188 +2026-01-06 19:08:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:851.60 total_reward_ma:833.89 loss:-0.0422 fps:1687 +frame:3.39e+06 wall_t:2009 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:2.128 +2026-01-06 19:08:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:849.60 total_reward_ma:834.28 loss:-0.04326 fps:1687 +frame:3.40e+06 wall_t:2015 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:2.126 +2026-01-06 19:08:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:847.80 total_reward_ma:834.65 loss:-0.04036 fps:1687 +frame:3.41e+06 wall_t:2021 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:2.215 +2026-01-06 19:08:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:844.80 total_reward_ma:835.01 loss:-0.04493 fps:1687 +frame:3.42e+06 wall_t:2027 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:2.23 +2026-01-06 19:08:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:840.00 total_reward_ma:835.32 loss:-0.043 fps:1687 +frame:3.43e+06 wall_t:2033 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:2.167 +2026-01-06 19:08:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.80 total_reward_ma:835.62 loss:-0.04509 fps:1686 +frame:3.44e+06 wall_t:2040 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:2.145 +2026-01-06 19:08:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:833.60 total_reward_ma:835.85 loss:-0.04241 fps:1687 +frame:3.45e+06 wall_t:2045 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:2.14 +2026-01-06 19:08:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:835.20 total_reward_ma:836.07 loss:-0.04165 fps:1687 +frame:3.46e+06 wall_t:2051 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:2.094 +2026-01-06 19:09:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:831.80 total_reward_ma:836.24 loss:-0.04188 fps:1687 +frame:3.47e+06 wall_t:2057 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:2.185 +2026-01-06 19:09:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.40 total_reward_ma:836.41 loss:-0.04795 fps:1688 +frame:3.48e+06 wall_t:2062 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:2.156 +2026-01-06 19:09:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.40 total_reward_ma:836.60 loss:-0.04555 fps:1688 +frame:3.49e+06 wall_t:2068 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:2.142 +2026-01-06 19:09:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.20 total_reward_ma:836.79 loss:-0.04065 fps:1689 +frame:3.50e+06 wall_t:2072 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:2.172 +2026-01-06 19:09:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.60 total_reward_ma:837.03 loss:-0.04182 fps:1689 +frame:3.51e+06 wall_t:2078 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:2.165 +2026-01-06 19:09:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.20 total_reward_ma:837.25 loss:-0.04798 fps:1689 +frame:3.52e+06 wall_t:2084 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:2.216 +2026-01-06 19:09:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.40 total_reward_ma:837.38 loss:-0.04016 fps:1689 +frame:3.53e+06 wall_t:2090 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:2.21 +2026-01-06 19:09:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.80 total_reward_ma:837.46 loss:-0.0344 fps:1690 +frame:3.54e+06 wall_t:2095 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:2.103 +2026-01-06 19:09:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:830.80 total_reward_ma:837.50 loss:-0.0378 fps:1690 +frame:3.55e+06 wall_t:2101 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:2.174 +2026-01-06 19:09:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:830.20 total_reward_ma:837.52 loss:-0.03948 fps:1690 +frame:3.56e+06 wall_t:2107 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:2.014 +2026-01-06 19:10:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:828.80 total_reward_ma:837.52 loss:-0.03979 fps:1690 +frame:3.57e+06 wall_t:2113 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:2.122 +2026-01-06 19:10:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:824.20 total_reward_ma:837.46 loss:-0.04314 fps:1689 +frame:3.58e+06 wall_t:2119 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:2.134 +2026-01-06 19:10:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:823.60 total_reward_ma:837.39 loss:-0.04079 fps:1689 +frame:3.59e+06 wall_t:2125 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:2.113 +2026-01-06 19:10:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:822.00 total_reward_ma:837.35 loss:-0.04465 fps:1690 +frame:3.60e+06 wall_t:2130 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:2.065 +2026-01-06 19:10:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:824.60 total_reward_ma:837.34 loss:-0.04152 fps:1690 +frame:3.61e+06 wall_t:2136 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:2.114 +2026-01-06 19:10:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:823.60 total_reward_ma:837.35 loss:-0.04348 fps:1690 +frame:3.62e+06 wall_t:2142 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:2.128 +2026-01-06 19:10:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:821.80 total_reward_ma:837.34 loss:-0.04345 fps:1691 +frame:3.63e+06 wall_t:2147 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:2.126 +2026-01-06 19:10:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:828.20 total_reward_ma:837.35 loss:-0.04508 fps:1691 +frame:3.64e+06 wall_t:2153 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:2.086 +2026-01-06 19:10:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:831.20 total_reward_ma:837.41 loss:-0.04056 fps:1691 +frame:3.65e+06 wall_t:2158 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:2.094 +2026-01-06 19:10:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:834.40 total_reward_ma:837.54 loss:-0.04272 fps:1691 +frame:3.66e+06 wall_t:2164 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:2.162 +2026-01-06 19:10:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:834.00 total_reward_ma:837.65 loss:-0.04138 fps:1692 +frame:3.67e+06 wall_t:2169 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:2.134 +2026-01-06 19:11:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.40 total_reward_ma:837.75 loss:-0.04016 fps:1693 +frame:3.68e+06 wall_t:2174 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:2.136 +2026-01-06 19:11:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.80 total_reward_ma:837.84 loss:-0.04431 fps:1693 +frame:3.69e+06 wall_t:2180 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:2.145 +2026-01-06 19:11:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:834.20 total_reward_ma:837.91 loss:-0.0437 fps:1693 +frame:3.70e+06 wall_t:2185 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:2.106 +2026-01-06 19:11:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:834.40 total_reward_ma:837.97 loss:-0.04048 fps:1693 +frame:3.71e+06 wall_t:2191 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:2.111 +2026-01-06 19:11:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:829.20 total_reward_ma:837.95 loss:-0.04243 fps:1693 +frame:3.72e+06 wall_t:2197 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:2.102 +2026-01-06 19:11:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.60 total_reward_ma:837.91 loss:-0.04601 fps:1693 +frame:3.73e+06 wall_t:2203 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:2.082 +2026-01-06 19:11:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:835.80 total_reward_ma:837.89 loss:-0.04241 fps:1694 +frame:3.74e+06 wall_t:2208 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:2.081 +2026-01-06 19:11:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.00 total_reward_ma:837.88 loss:-0.04221 fps:1694 +frame:3.75e+06 wall_t:2214 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:2.159 +2026-01-06 19:11:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:839.60 total_reward_ma:837.90 loss:-0.04289 fps:1695 +frame:3.76e+06 wall_t:2218 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:2.126 +2026-01-06 19:11:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.40 total_reward_ma:837.89 loss:-0.04371 fps:1695 +frame:3.77e+06 wall_t:2224 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:2.063 +2026-01-06 19:11:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.60 total_reward_ma:837.88 loss:-0.04445 fps:1696 +frame:3.78e+06 wall_t:2229 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:2.117 +2026-01-06 19:12:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:840.80 total_reward_ma:837.92 loss:-0.03805 fps:1697 +frame:3.79e+06 wall_t:2234 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:2.103 +2026-01-06 19:12:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:840.40 total_reward_ma:837.96 loss:-0.03693 fps:1696 +frame:3.80e+06 wall_t:2240 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:2.118 +2026-01-06 19:12:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:842.60 total_reward_ma:838.02 loss:-0.04324 fps:1697 +frame:3.81e+06 wall_t:2245 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:2.087 +2026-01-06 19:12:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:835.80 total_reward_ma:837.98 loss:-0.03507 fps:1698 +frame:3.82e+06 wall_t:2250 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:2.066 +2026-01-06 19:12:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.60 total_reward_ma:837.91 loss:-0.04205 fps:1698 +frame:3.83e+06 wall_t:2255 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:2.034 +2026-01-06 19:12:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:835.20 total_reward_ma:837.82 loss:-0.02926 fps:1698 +frame:3.84e+06 wall_t:2261 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.999 +2026-01-06 19:12:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:837.40 total_reward_ma:837.73 loss:-0.04147 fps:1699 +frame:3.85e+06 wall_t:2266 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:2.062 +2026-01-06 19:12:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:834.80 total_reward_ma:837.61 loss:-0.04121 fps:1700 +frame:3.86e+06 wall_t:2271 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:2.075 +2026-01-06 19:12:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:833.60 total_reward_ma:837.42 loss:-0.04236 fps:1700 +frame:3.87e+06 wall_t:2276 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:2.024 +2026-01-06 19:12:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:827.80 total_reward_ma:837.15 loss:-0.04064 fps:1701 +frame:3.88e+06 wall_t:2281 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:2.042 +2026-01-06 19:12:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:830.40 total_reward_ma:836.90 loss:-0.04041 fps:1701 +frame:3.89e+06 wall_t:2287 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:2.077 +2026-01-06 19:12:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:828.00 total_reward_ma:836.68 loss:-0.04257 fps:1702 +frame:3.90e+06 wall_t:2292 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:2.079 +2026-01-06 19:13:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:831.20 total_reward_ma:836.48 loss:-0.03983 fps:1702 +frame:3.91e+06 wall_t:2297 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:2.123 +2026-01-06 19:13:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:828.80 total_reward_ma:836.26 loss:-0.04393 fps:1702 +frame:3.92e+06 wall_t:2303 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:2.049 +2026-01-06 19:13:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.80 total_reward_ma:836.10 loss:-0.04125 fps:1703 +frame:3.93e+06 wall_t:2308 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:2.098 +2026-01-06 19:13:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.40 total_reward_ma:835.94 loss:-0.03756 fps:1703 +frame:3.94e+06 wall_t:2313 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:2.114 +2026-01-06 19:13:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.80 total_reward_ma:835.81 loss:-0.04215 fps:1704 +frame:3.95e+06 wall_t:2318 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:2.017 +2026-01-06 19:13:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:831.00 total_reward_ma:835.66 loss:-0.04261 fps:1705 +frame:3.96e+06 wall_t:2323 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:2.094 +2026-01-06 19:13:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:831.00 total_reward_ma:835.56 loss:-0.03547 fps:1705 +frame:3.97e+06 wall_t:2329 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:2.088 +2026-01-06 19:13:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:832.20 total_reward_ma:835.46 loss:-0.03526 fps:1705 +frame:3.98e+06 wall_t:2334 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:2.158 +2026-01-06 19:13:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:833.40 total_reward_ma:835.35 loss:-0.03703 fps:1705 +frame:3.99e+06 wall_t:2340 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:2.058 +2026-01-06 19:13:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:835.00 total_reward_ma:835.30 loss:-0.03494 fps:1706 +frame:4.00e+06 wall_t:2345 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:2.025 +2026-01-06 19:13:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:836.80 total_reward_ma:835.28 loss:-0.04287 fps:1706 +frame:4.01e+06 wall_t:2350 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.986 +2026-01-06 19:14:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:838.00 total_reward_ma:835.28 loss:-0.04254 fps:1707 +frame:4.02e+06 wall_t:2355 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:2.109 +2026-01-06 19:14:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:841.80 total_reward_ma:835.35 loss:-0.04501 fps:1708 +frame:4.03e+06 wall_t:2360 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:2.029 +2026-01-06 19:14:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:843.40 total_reward_ma:835.46 loss:-0.04127 fps:1708 +frame:4.04e+06 wall_t:2366 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:2.14 +2026-01-06 19:14:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:844.40 total_reward_ma:835.57 loss:-0.03848 fps:1708 +frame:4.05e+06 wall_t:2371 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:2.136 +2026-01-06 19:14:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:846.40 total_reward_ma:835.68 loss:-0.04092 fps:1709 +frame:4.06e+06 wall_t:2376 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:2.132 +2026-01-06 19:14:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:846.40 total_reward_ma:835.82 loss:-0.04248 fps:1709 +frame:4.07e+06 wall_t:2382 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:2.133 +2026-01-06 19:14:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:849.60 total_reward_ma:836.02 loss:-0.03328 fps:1709 +frame:4.08e+06 wall_t:2387 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:2.114 +2026-01-06 19:14:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:853.40 total_reward_ma:836.24 loss:-0.03345 fps:1710 +frame:4.09e+06 wall_t:2392 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:2.15 +2026-01-06 19:14:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:854.40 total_reward_ma:836.50 loss:-0.04049 fps:1710 +frame:4.10e+06 wall_t:2397 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:2.113 +2026-01-06 19:14:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:851.80 total_reward_ma:836.68 loss:-0.04157 fps:1711 +frame:4.11e+06 wall_t:2402 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:2.1 +2026-01-06 19:14:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:853.20 total_reward_ma:836.88 loss:-0.03567 fps:1711 +frame:4.12e+06 wall_t:2408 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:2.101 +2026-01-06 19:15:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:846.40 total_reward_ma:837.05 loss:-0.041 fps:1711 +frame:4.13e+06 wall_t:2414 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:2.143 +2026-01-06 19:15:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:845.60 total_reward_ma:837.19 loss:-0.02957 fps:1711 +frame:4.14e+06 wall_t:2419 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:2.071 +2026-01-06 19:15:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:842.20 total_reward_ma:837.29 loss:-0.03683 fps:1711 +frame:4.15e+06 wall_t:2425 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:2.051 +2026-01-06 19:15:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:841.40 total_reward_ma:837.43 loss:-0.03113 fps:1711 +frame:4.16e+06 wall_t:2431 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:2.054 +2026-01-06 19:15:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:839.20 total_reward_ma:837.58 loss:-0.04135 fps:1711 +frame:4.17e+06 wall_t:2437 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:2.175 +2026-01-06 19:15:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:830.80 total_reward_ma:837.59 loss:-0.04014 fps:1712 +frame:4.18e+06 wall_t:2442 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:2.096 +2026-01-06 19:15:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:830.00 total_reward_ma:837.57 loss:-0.03084 fps:1712 +frame:4.19e+06 wall_t:2448 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:2.1 +2026-01-06 19:15:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:825.00 total_reward_ma:837.49 loss:-0.02471 fps:1712 +frame:4.20e+06 wall_t:2453 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:2.094 +2026-01-06 19:15:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:818.60 total_reward_ma:837.30 loss:-0.02111 fps:1712 +frame:4.21e+06 wall_t:2459 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:2.081 +2026-01-06 19:15:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:812.40 total_reward_ma:837.04 loss:-0.01154 fps:1713 +frame:4.22e+06 wall_t:2464 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:2.114 +2026-01-06 19:15:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:805.00 total_reward_ma:836.68 loss:-0.03157 fps:1713 +frame:4.23e+06 wall_t:2470 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:2.026 +2026-01-06 19:16:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:809.60 total_reward_ma:836.36 loss:-0.02713 fps:1712 +frame:4.24e+06 wall_t:2476 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:2.042 +2026-01-06 19:16:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:791.00 total_reward_ma:835.83 loss:-0.02372 fps:1712 +frame:4.25e+06 wall_t:2482 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.956 +2026-01-06 19:16:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:794.40 total_reward_ma:835.33 loss:-0.02681 fps:1713 +frame:4.26e+06 wall_t:2487 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.907 +2026-01-06 19:16:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:794.20 total_reward_ma:834.87 loss:-0.02105 fps:1713 +frame:4.27e+06 wall_t:2492 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.938 +2026-01-06 19:16:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:805.40 total_reward_ma:834.48 loss:-0.02247 fps:1714 +frame:4.28e+06 wall_t:2497 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.901 +2026-01-06 19:16:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:802.20 total_reward_ma:834.07 loss:-0.0109 fps:1714 +frame:4.29e+06 wall_t:2503 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.897 +2026-01-06 19:16:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:816.60 total_reward_ma:833.84 loss:-0.007343 fps:1715 +frame:4.30e+06 wall_t:2508 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.835 +2026-01-06 19:16:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:828.00 total_reward_ma:833.69 loss:-0.0007354 fps:1715 +frame:4.31e+06 wall_t:2513 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.823 +2026-01-06 19:16:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:833.60 total_reward_ma:833.61 loss:-0.02866 fps:1715 +frame:4.32e+06 wall_t:2519 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.647 +2026-01-06 19:16:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:839.60 total_reward_ma:833.60 loss:-0.01697 fps:1716 +frame:4.33e+06 wall_t:2524 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.907 +2026-01-06 19:16:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:856.20 total_reward_ma:833.70 loss:-0.03231 fps:1715 +frame:4.34e+06 wall_t:2530 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.861 +2026-01-06 19:17:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:874.60 total_reward_ma:833.98 loss:-0.008986 fps:1715 +frame:4.35e+06 wall_t:2536 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.764 +2026-01-06 19:17:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:884.20 total_reward_ma:834.37 loss:-0.02214 fps:1716 +frame:4.36e+06 wall_t:2541 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.732 +2026-01-06 19:17:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:900.40 total_reward_ma:834.89 loss:-0.007743 fps:1716 +frame:4.37e+06 wall_t:2546 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.986 +2026-01-06 19:17:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:917.20 total_reward_ma:835.56 loss:-0.0273 fps:1716 +frame:4.38e+06 wall_t:2552 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.74 +2026-01-06 19:17:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:931.80 total_reward_ma:836.36 loss:-0.02549 fps:1717 +frame:4.39e+06 wall_t:2557 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.754 +2026-01-06 19:17:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:959.20 total_reward_ma:837.46 loss:-0.01617 fps:1717 +frame:4.40e+06 wall_t:2562 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.738 +2026-01-06 19:17:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:972.20 total_reward_ma:838.70 loss:-0.02482 fps:1717 +frame:4.41e+06 wall_t:2568 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.798 +2026-01-06 19:17:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:974.20 total_reward_ma:840.00 loss:-0.02717 fps:1718 +frame:4.42e+06 wall_t:2573 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.707 +2026-01-06 19:17:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1018.40 total_reward_ma:841.78 loss:-0.0163 fps:1718 +frame:4.43e+06 wall_t:2579 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.798 +2026-01-06 19:17:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1034.80 total_reward_ma:843.75 loss:-0.01427 fps:1718 +frame:4.44e+06 wall_t:2584 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.77 +2026-01-06 19:17:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1045.40 total_reward_ma:845.87 loss:-0.01928 fps:1719 +frame:4.45e+06 wall_t:2589 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.637 +2026-01-06 19:18:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1052.20 total_reward_ma:848.04 loss:-0.01111 fps:1719 +frame:4.46e+06 wall_t:2594 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.689 +2026-01-06 19:18:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1068.00 total_reward_ma:850.40 loss:-0.01886 fps:1720 +frame:4.47e+06 wall_t:2599 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.691 +2026-01-06 19:18:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1071.00 total_reward_ma:852.75 loss:-0.01554 fps:1720 +frame:4.48e+06 wall_t:2605 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.582 +2026-01-06 19:18:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1077.60 total_reward_ma:855.16 loss:-0.02152 fps:1720 +frame:4.49e+06 wall_t:2610 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.589 +2026-01-06 19:18:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1101.20 total_reward_ma:857.81 loss:-0.00331 fps:1721 +frame:4.50e+06 wall_t:2615 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.495 +2026-01-06 19:18:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1122.40 total_reward_ma:860.66 loss:-0.01349 fps:1721 +frame:4.51e+06 wall_t:2621 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.671 +2026-01-06 19:18:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1122.60 total_reward_ma:863.51 loss:-0.01576 fps:1721 +frame:4.52e+06 wall_t:2626 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.747 +2026-01-06 19:18:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1133.20 total_reward_ma:866.52 loss:-0.01769 fps:1722 +frame:4.53e+06 wall_t:2631 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.762 +2026-01-06 19:18:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1145.20 total_reward_ma:869.64 loss:0.007026 fps:1722 +frame:4.54e+06 wall_t:2636 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.688 +2026-01-06 19:18:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1150.00 total_reward_ma:872.83 loss:0.005082 fps:1722 +frame:4.55e+06 wall_t:2642 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.653 +2026-01-06 19:18:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1154.80 total_reward_ma:876.08 loss:-0.0004399 fps:1723 +frame:4.56e+06 wall_t:2647 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.595 +2026-01-06 19:18:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1157.60 total_reward_ma:879.37 loss:-0.01685 fps:1723 +frame:4.57e+06 wall_t:2652 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.603 +2026-01-06 19:19:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1165.20 total_reward_ma:882.78 loss:-0.02903 fps:1723 +frame:4.58e+06 wall_t:2658 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.513 +2026-01-06 19:19:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1180.40 total_reward_ma:886.35 loss:-0.008418 fps:1724 +frame:4.59e+06 wall_t:2663 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.645 +2026-01-06 19:19:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1187.80 total_reward_ma:890.00 loss:-0.01831 fps:1724 +frame:4.60e+06 wall_t:2668 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.494 +2026-01-06 19:19:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1207.60 total_reward_ma:893.83 loss:-0.02182 fps:1725 +frame:4.61e+06 wall_t:2673 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.522 +2026-01-06 19:19:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1209.60 total_reward_ma:897.69 loss:-0.01658 fps:1725 +frame:4.62e+06 wall_t:2679 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.526 +2026-01-06 19:19:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1225.00 total_reward_ma:901.73 loss:-0.02482 fps:1725 +frame:4.63e+06 wall_t:2684 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.528 +2026-01-06 19:19:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1235.40 total_reward_ma:905.80 loss:0.001284 fps:1725 +frame:4.64e+06 wall_t:2690 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.518 +2026-01-06 19:19:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1255.80 total_reward_ma:910.04 loss:-0.02087 fps:1725 +frame:4.65e+06 wall_t:2695 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.624 +2026-01-06 19:19:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1257.00 total_reward_ma:914.27 loss:-0.02651 fps:1725 +frame:4.66e+06 wall_t:2701 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.484 +2026-01-06 19:19:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1265.80 total_reward_ma:918.59 loss:-0.02715 fps:1725 +frame:4.67e+06 wall_t:2707 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.573 +2026-01-06 19:19:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1286.80 total_reward_ma:923.09 loss:-0.008998 fps:1726 +frame:4.68e+06 wall_t:2712 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.635 +2026-01-06 19:20:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1294.00 total_reward_ma:927.66 loss:0.006762 fps:1726 +frame:4.69e+06 wall_t:2717 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.631 +2026-01-06 19:20:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1295.00 total_reward_ma:932.27 loss:-0.0204 fps:1727 +frame:4.70e+06 wall_t:2722 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.547 +2026-01-06 19:20:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1300.20 total_reward_ma:936.93 loss:-0.02584 fps:1727 +frame:4.71e+06 wall_t:2728 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.587 +2026-01-06 19:20:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1315.40 total_reward_ma:941.79 loss:-0.02806 fps:1727 +frame:4.72e+06 wall_t:2733 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.522 +2026-01-06 19:20:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1331.60 total_reward_ma:946.78 loss:-0.01313 fps:1728 +frame:4.73e+06 wall_t:2738 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.622 +2026-01-06 19:20:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1343.20 total_reward_ma:951.86 loss:-0.02148 fps:1728 +frame:4.74e+06 wall_t:2743 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.591 +2026-01-06 19:20:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1357.60 total_reward_ma:957.06 loss:-0.02939 fps:1728 +frame:4.75e+06 wall_t:2749 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.515 +2026-01-06 19:20:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1371.00 total_reward_ma:962.38 loss:-0.02307 fps:1728 +frame:4.76e+06 wall_t:2754 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.448 +2026-01-06 19:20:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1373.60 total_reward_ma:967.75 loss:-0.02552 fps:1729 +frame:4.77e+06 wall_t:2759 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.562 +2026-01-06 19:20:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1389.80 total_reward_ma:973.27 loss:-0.02716 fps:1729 +frame:4.78e+06 wall_t:2764 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.476 +2026-01-06 19:20:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1399.00 total_reward_ma:978.85 loss:-0.009647 fps:1729 +frame:4.79e+06 wall_t:2770 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.534 +2026-01-06 19:21:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1406.00 total_reward_ma:984.51 loss:-0.02479 fps:1730 +frame:4.80e+06 wall_t:2775 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.512 +2026-01-06 19:21:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1411.40 total_reward_ma:990.20 loss:-0.01492 fps:1730 +frame:4.81e+06 wall_t:2780 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.618 +2026-01-06 19:21:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1413.80 total_reward_ma:995.98 loss:-0.02592 fps:1730 +frame:4.82e+06 wall_t:2786 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.572 +2026-01-06 19:21:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1425.00 total_reward_ma:1001.86 loss:-0.02166 fps:1731 +frame:4.83e+06 wall_t:2791 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.443 +2026-01-06 19:21:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1424.80 total_reward_ma:1007.76 loss:-0.02397 fps:1730 +frame:4.84e+06 wall_t:2798 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.596 +2026-01-06 19:21:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1430.20 total_reward_ma:1013.68 loss:-0.02016 fps:1730 +frame:4.85e+06 wall_t:2804 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.517 +2026-01-06 19:21:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1440.00 total_reward_ma:1019.74 loss:-0.02592 fps:1730 +frame:4.86e+06 wall_t:2810 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.529 +2026-01-06 19:21:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1448.60 total_reward_ma:1025.89 loss:-0.01607 fps:1729 +frame:4.87e+06 wall_t:2816 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.518 +2026-01-06 19:21:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1444.40 total_reward_ma:1032.05 loss:-0.01688 fps:1729 +frame:4.88e+06 wall_t:2822 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.352 +2026-01-06 19:21:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1448.00 total_reward_ma:1038.23 loss:-0.02603 fps:1729 +frame:4.89e+06 wall_t:2829 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.443 +2026-01-06 19:22:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1456.60 total_reward_ma:1044.51 loss:-0.02444 fps:1728 +frame:4.90e+06 wall_t:2835 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.597 +2026-01-06 19:22:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1463.20 total_reward_ma:1050.83 loss:-0.01284 fps:1728 +frame:4.91e+06 wall_t:2841 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.535 +2026-01-06 19:22:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1477.60 total_reward_ma:1057.32 loss:-0.02359 fps:1728 +frame:4.92e+06 wall_t:2848 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.479 +2026-01-06 19:22:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1482.80 total_reward_ma:1063.82 loss:-0.03107 fps:1727 +frame:4.93e+06 wall_t:2854 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.559 +2026-01-06 19:22:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1488.20 total_reward_ma:1070.38 loss:-0.02725 fps:1727 +frame:4.94e+06 wall_t:2860 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.509 +2026-01-06 19:22:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1487.20 total_reward_ma:1076.92 loss:-0.02773 fps:1727 +frame:4.95e+06 wall_t:2866 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.425 +2026-01-06 19:22:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1490.20 total_reward_ma:1083.52 loss:-0.01074 fps:1727 +frame:4.96e+06 wall_t:2872 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.57 +2026-01-06 19:22:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1499.20 total_reward_ma:1090.20 loss:-0.02644 fps:1727 +frame:4.97e+06 wall_t:2878 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.529 +2026-01-06 19:22:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1502.40 total_reward_ma:1096.90 loss:-0.01453 fps:1727 +frame:4.98e+06 wall_t:2884 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.538 +2026-01-06 19:22:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1507.00 total_reward_ma:1103.64 loss:-0.02929 fps:1726 +frame:4.99e+06 wall_t:2891 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.566 +2026-01-06 19:23:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1510.20 total_reward_ma:1110.39 loss:-0.02978 fps:1726 +frame:5.00e+06 wall_t:2897 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.503 +2026-01-06 19:23:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1519.20 total_reward_ma:1117.21 loss:-0.02821 fps:1726 +frame:5.01e+06 wall_t:2903 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.57 +2026-01-06 19:23:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1516.40 total_reward_ma:1124.00 loss:-0.01393 fps:1726 +frame:5.02e+06 wall_t:2909 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.579 +2026-01-06 19:23:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1522.40 total_reward_ma:1130.80 loss:-0.0265 fps:1726 +frame:5.03e+06 wall_t:2915 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.649 +2026-01-06 19:23:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1523.60 total_reward_ma:1137.60 loss:-0.01514 fps:1725 +frame:5.04e+06 wall_t:2921 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.635 +2026-01-06 19:23:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1527.00 total_reward_ma:1144.43 loss:-0.02721 fps:1725 +frame:5.05e+06 wall_t:2927 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.554 +2026-01-06 19:23:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1529.40 total_reward_ma:1151.26 loss:-0.01049 fps:1725 +frame:5.06e+06 wall_t:2933 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.458 +2026-01-06 19:23:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1534.20 total_reward_ma:1158.14 loss:-0.01401 fps:1724 +frame:5.07e+06 wall_t:2940 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.52 +2026-01-06 19:23:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1536.60 total_reward_ma:1165.01 loss:-0.01496 fps:1724 +frame:5.08e+06 wall_t:2946 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.586 +2026-01-06 19:23:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1542.20 total_reward_ma:1171.90 loss:-0.02553 fps:1724 +frame:5.09e+06 wall_t:2952 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.601 +2026-01-06 19:24:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1546.60 total_reward_ma:1178.82 loss:-0.01689 fps:1724 +frame:5.10e+06 wall_t:2958 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.577 +2026-01-06 19:24:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1551.80 total_reward_ma:1185.82 loss:-0.01127 fps:1723 +frame:5.11e+06 wall_t:2965 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.507 +2026-01-06 19:24:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1551.40 total_reward_ma:1192.80 loss:-0.01031 fps:1723 +frame:5.12e+06 wall_t:2971 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.628 +2026-01-06 19:24:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1550.00 total_reward_ma:1199.84 loss:-0.01609 fps:1723 +frame:5.13e+06 wall_t:2977 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.52 +2026-01-06 19:24:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1554.00 total_reward_ma:1206.92 loss:-0.02602 fps:1723 +frame:5.14e+06 wall_t:2983 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.411 +2026-01-06 19:24:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1553.60 total_reward_ma:1214.03 loss:-0.01529 fps:1723 +frame:5.15e+06 wall_t:2989 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.442 +2026-01-06 19:24:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1558.00 total_reward_ma:1221.20 loss:-0.02496 fps:1722 +frame:5.16e+06 wall_t:2996 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.396 +2026-01-06 19:24:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1558.20 total_reward_ma:1228.39 loss:-0.02765 fps:1722 +frame:5.17e+06 wall_t:3002 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.401 +2026-01-06 19:24:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1560.40 total_reward_ma:1235.69 loss:-0.02575 fps:1722 +frame:5.18e+06 wall_t:3008 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.496 +2026-01-06 19:25:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1561.40 total_reward_ma:1243.00 loss:-0.02634 fps:1722 +frame:5.19e+06 wall_t:3014 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.573 +2026-01-06 19:25:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1567.60 total_reward_ma:1250.43 loss:-0.02496 fps:1721 +frame:5.20e+06 wall_t:3021 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.48 +2026-01-06 19:25:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1569.00 total_reward_ma:1257.93 loss:-0.01499 fps:1721 +frame:5.21e+06 wall_t:3027 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.447 +2026-01-06 19:25:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1569.00 total_reward_ma:1265.50 loss:-0.02458 fps:1721 +frame:5.22e+06 wall_t:3033 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.418 +2026-01-06 19:25:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1576.00 total_reward_ma:1273.21 loss:-0.02444 fps:1720 +frame:5.23e+06 wall_t:3040 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.394 +2026-01-06 19:25:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1572.80 total_reward_ma:1280.84 loss:-0.02411 fps:1720 +frame:5.24e+06 wall_t:3046 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.339 +2026-01-06 19:25:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1577.60 total_reward_ma:1288.70 loss:-0.02365 fps:1720 +frame:5.25e+06 wall_t:3052 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.469 +2026-01-06 19:25:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1582.00 total_reward_ma:1296.58 loss:-0.02493 fps:1720 +frame:5.26e+06 wall_t:3058 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.437 +2026-01-06 19:25:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1590.00 total_reward_ma:1304.54 loss:-0.02738 fps:1719 +frame:5.27e+06 wall_t:3065 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.57 +2026-01-06 19:25:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1594.60 total_reward_ma:1312.43 loss:-0.03056 fps:1719 +frame:5.28e+06 wall_t:3071 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.574 +2026-01-06 19:26:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1596.60 total_reward_ma:1320.37 loss:-0.02926 fps:1719 +frame:5.29e+06 wall_t:3077 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.507 +2026-01-06 19:26:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1602.20 total_reward_ma:1328.23 loss:-0.02376 fps:1719 +frame:5.30e+06 wall_t:3083 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.572 +2026-01-06 19:26:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1603.00 total_reward_ma:1335.98 loss:-0.03211 fps:1719 +frame:5.31e+06 wall_t:3089 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.465 +2026-01-06 19:26:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1608.40 total_reward_ma:1343.73 loss:-0.01307 fps:1719 +frame:5.32e+06 wall_t:3095 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.503 +2026-01-06 19:26:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1609.60 total_reward_ma:1351.43 loss:-0.01118 fps:1719 +frame:5.33e+06 wall_t:3101 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.489 +2026-01-06 19:26:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1611.20 total_reward_ma:1358.98 loss:-0.02526 fps:1719 +frame:5.34e+06 wall_t:3107 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.444 +2026-01-06 19:26:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1616.60 total_reward_ma:1366.40 loss:-0.02833 fps:1718 +frame:5.35e+06 wall_t:3114 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.537 +2026-01-06 19:26:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1621.80 total_reward_ma:1373.77 loss:-0.02965 fps:1718 +frame:5.36e+06 wall_t:3120 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.569 +2026-01-06 19:26:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1628.60 total_reward_ma:1381.06 loss:-0.02937 fps:1717 +frame:5.37e+06 wall_t:3127 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.514 +2026-01-06 19:27:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1635.60 total_reward_ma:1388.24 loss:-0.02821 fps:1718 +frame:5.38e+06 wall_t:3132 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.541 +2026-01-06 19:27:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1636.80 total_reward_ma:1395.29 loss:-0.0301 fps:1717 +frame:5.39e+06 wall_t:3139 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.518 +2026-01-06 19:27:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1644.40 total_reward_ma:1402.14 loss:-0.0237 fps:1717 +frame:5.40e+06 wall_t:3145 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.449 +2026-01-06 19:27:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1646.40 total_reward_ma:1408.88 loss:-0.02283 fps:1716 +frame:5.41e+06 wall_t:3152 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.499 +2026-01-06 19:27:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1651.20 total_reward_ma:1415.65 loss:-0.02713 fps:1716 +frame:5.42e+06 wall_t:3158 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.479 +2026-01-06 19:27:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1652.60 total_reward_ma:1422.00 loss:-0.02717 fps:1716 +frame:5.43e+06 wall_t:3164 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.516 +2026-01-06 19:27:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1660.40 total_reward_ma:1428.25 loss:-0.02539 fps:1716 +frame:5.44e+06 wall_t:3170 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.525 +2026-01-06 19:27:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1657.00 total_reward_ma:1434.37 loss:-0.02823 fps:1716 +frame:5.45e+06 wall_t:3176 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.649 +2026-01-06 19:27:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1661.60 total_reward_ma:1440.46 loss:-0.02562 fps:1716 +frame:5.46e+06 wall_t:3182 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.501 +2026-01-06 19:27:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1657.00 total_reward_ma:1446.35 loss:-0.03192 fps:1716 +frame:5.47e+06 wall_t:3188 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.639 +2026-01-06 19:28:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1662.20 total_reward_ma:1452.26 loss:-0.03001 fps:1715 +frame:5.48e+06 wall_t:3195 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.51 +2026-01-06 19:28:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1659.60 total_reward_ma:1458.08 loss:-0.02863 fps:1715 +frame:5.49e+06 wall_t:3201 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.527 +2026-01-06 19:28:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1659.80 total_reward_ma:1463.67 loss:-0.02989 fps:1715 +frame:5.50e+06 wall_t:3207 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.564 +2026-01-06 19:28:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1663.20 total_reward_ma:1469.08 loss:-0.01728 fps:1715 +frame:5.51e+06 wall_t:3213 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.572 +2026-01-06 19:28:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1662.00 total_reward_ma:1474.47 loss:-0.02832 fps:1715 +frame:5.52e+06 wall_t:3219 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.488 +2026-01-06 19:28:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1665.20 total_reward_ma:1479.79 loss:-0.02908 fps:1715 +frame:5.53e+06 wall_t:3225 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.498 +2026-01-06 19:28:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1665.20 total_reward_ma:1484.99 loss:-0.02971 fps:1715 +frame:5.54e+06 wall_t:3231 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.504 +2026-01-06 19:28:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1672.20 total_reward_ma:1490.21 loss:-0.03069 fps:1715 +frame:5.55e+06 wall_t:3237 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.463 +2026-01-06 19:28:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1674.40 total_reward_ma:1495.41 loss:-0.02821 fps:1714 +frame:5.56e+06 wall_t:3243 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.56 +2026-01-06 19:28:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1669.20 total_reward_ma:1500.53 loss:-0.02629 fps:1714 +frame:5.57e+06 wall_t:3250 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.51 +2026-01-06 19:29:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1671.80 total_reward_ma:1505.59 loss:-0.0315 fps:1714 +frame:5.58e+06 wall_t:3256 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.463 +2026-01-06 19:29:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1670.00 total_reward_ma:1510.49 loss:-0.02813 fps:1714 +frame:5.59e+06 wall_t:3262 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.383 +2026-01-06 19:29:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1670.20 total_reward_ma:1515.31 loss:-0.02496 fps:1713 +frame:5.60e+06 wall_t:3269 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.514 +2026-01-06 19:29:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1668.20 total_reward_ma:1519.92 loss:-0.01498 fps:1713 +frame:5.61e+06 wall_t:3275 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.512 +2026-01-06 19:29:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1667.40 total_reward_ma:1524.50 loss:-0.02749 fps:1712 +frame:5.62e+06 wall_t:3282 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.567 +2026-01-06 19:29:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1667.00 total_reward_ma:1528.92 loss:-0.03104 fps:1712 +frame:5.63e+06 wall_t:3288 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.624 +2026-01-06 19:29:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1665.00 total_reward_ma:1533.21 loss:-0.01654 fps:1712 +frame:5.64e+06 wall_t:3294 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.602 +2026-01-06 19:29:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1661.60 total_reward_ma:1537.27 loss:-0.0009603 fps:1712 +frame:5.65e+06 wall_t:3300 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.663 +2026-01-06 19:29:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1663.80 total_reward_ma:1541.34 loss:-0.02856 fps:1712 +frame:5.66e+06 wall_t:3306 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.602 +2026-01-06 19:30:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1667.00 total_reward_ma:1545.35 loss:-0.02865 fps:1711 +frame:5.67e+06 wall_t:3313 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.563 +2026-01-06 19:30:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1667.40 total_reward_ma:1549.16 loss:-0.02749 fps:1711 +frame:5.68e+06 wall_t:3319 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.414 +2026-01-06 19:30:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1671.80 total_reward_ma:1552.93 loss:-0.02819 fps:1711 +frame:5.69e+06 wall_t:3326 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.409 +2026-01-06 19:30:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1671.00 total_reward_ma:1556.69 loss:-0.02818 fps:1711 +frame:5.70e+06 wall_t:3332 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.472 +2026-01-06 19:30:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1669.40 total_reward_ma:1560.39 loss:-0.02773 fps:1711 +frame:5.71e+06 wall_t:3338 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.432 +2026-01-06 19:30:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1665.40 total_reward_ma:1563.89 loss:-0.02561 fps:1711 +frame:5.72e+06 wall_t:3344 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.446 +2026-01-06 19:30:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1669.60 total_reward_ma:1567.27 loss:-0.02672 fps:1710 +frame:5.73e+06 wall_t:3351 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.571 +2026-01-06 19:30:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1670.80 total_reward_ma:1570.54 loss:-0.02965 fps:1710 +frame:5.74e+06 wall_t:3357 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.636 +2026-01-06 19:30:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1671.60 total_reward_ma:1573.68 loss:-0.0299 fps:1709 +frame:5.75e+06 wall_t:3364 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.466 +2026-01-06 19:30:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1670.20 total_reward_ma:1576.67 loss:-0.02637 fps:1709 +frame:5.76e+06 wall_t:3370 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.398 +2026-01-06 19:31:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1671.40 total_reward_ma:1579.65 loss:-0.02793 fps:1709 +frame:5.77e+06 wall_t:3376 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.535 +2026-01-06 19:31:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1671.00 total_reward_ma:1582.46 loss:-0.02573 fps:1709 +frame:5.78e+06 wall_t:3382 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.48 +2026-01-06 19:31:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1670.60 total_reward_ma:1585.18 loss:-0.0265 fps:1709 +frame:5.79e+06 wall_t:3388 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.403 +2026-01-06 19:31:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1680.80 total_reward_ma:1587.93 loss:-0.02807 fps:1708 +frame:5.80e+06 wall_t:3395 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.612 +2026-01-06 19:31:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1682.80 total_reward_ma:1590.64 loss:-0.02528 fps:1709 +frame:5.81e+06 wall_t:3400 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.442 +2026-01-06 19:31:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1686.00 total_reward_ma:1593.36 loss:-0.031 fps:1709 +frame:5.82e+06 wall_t:3406 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.656 +2026-01-06 19:31:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1686.20 total_reward_ma:1595.98 loss:-0.03183 fps:1708 +frame:5.83e+06 wall_t:3413 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.604 +2026-01-06 19:31:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1687.20 total_reward_ma:1598.60 loss:-0.02908 fps:1708 +frame:5.84e+06 wall_t:3419 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.612 +2026-01-06 19:31:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1688.80 total_reward_ma:1601.19 loss:-0.02861 fps:1708 +frame:5.85e+06 wall_t:3425 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.521 +2026-01-06 19:31:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1691.20 total_reward_ma:1603.70 loss:-0.02987 fps:1708 +frame:5.86e+06 wall_t:3431 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.514 +2026-01-06 19:32:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1686.20 total_reward_ma:1606.07 loss:-0.008418 fps:1708 +frame:5.87e+06 wall_t:3437 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.441 +2026-01-06 19:32:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1689.20 total_reward_ma:1608.52 loss:-0.02808 fps:1707 +frame:5.88e+06 wall_t:3444 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.466 +2026-01-06 19:32:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1690.80 total_reward_ma:1610.95 loss:-0.01054 fps:1708 +frame:5.89e+06 wall_t:3449 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.483 +2026-01-06 19:32:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1691.60 total_reward_ma:1613.30 loss:-0.02664 fps:1707 +frame:5.90e+06 wall_t:3456 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.391 +2026-01-06 19:32:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1686.20 total_reward_ma:1615.53 loss:-0.02592 fps:1707 +frame:5.91e+06 wall_t:3462 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.369 +2026-01-06 19:32:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1686.20 total_reward_ma:1617.62 loss:-0.0267 fps:1707 +frame:5.92e+06 wall_t:3468 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.407 +2026-01-06 19:32:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1690.60 total_reward_ma:1619.69 loss:-0.03043 fps:1707 +frame:5.93e+06 wall_t:3474 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.585 +2026-01-06 19:32:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1692.60 total_reward_ma:1621.74 loss:-0.02357 fps:1706 +frame:5.94e+06 wall_t:3481 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.504 +2026-01-06 19:32:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1694.60 total_reward_ma:1623.81 loss:-0.0284 fps:1706 +frame:5.95e+06 wall_t:3487 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.431 +2026-01-06 19:33:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1691.60 total_reward_ma:1625.83 loss:-0.02523 fps:1706 +frame:5.96e+06 wall_t:3493 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.522 +2026-01-06 19:33:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1690.80 total_reward_ma:1627.74 loss:-0.03097 fps:1706 +frame:5.97e+06 wall_t:3499 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.517 +2026-01-06 19:33:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1692.00 total_reward_ma:1629.64 loss:-0.02402 fps:1706 +frame:5.98e+06 wall_t:3505 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.522 +2026-01-06 19:33:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1692.80 total_reward_ma:1631.50 loss:-0.03104 fps:1706 +frame:5.99e+06 wall_t:3511 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.394 +2026-01-06 19:33:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1693.60 total_reward_ma:1633.33 loss:-0.01284 fps:1706 +frame:6.00e+06 wall_t:3517 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.426 +2026-01-06 19:33:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1635.08 loss:-0.02621 fps:1705 +frame:6.01e+06 wall_t:3524 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.445 +2026-01-06 19:33:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1690.40 total_reward_ma:1636.82 loss:-0.03024 fps:1705 +frame:6.02e+06 wall_t:3530 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.498 +2026-01-06 19:33:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1690.60 total_reward_ma:1638.50 loss:-0.0313 fps:1705 +frame:6.03e+06 wall_t:3536 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.46 +2026-01-06 19:33:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1686.40 total_reward_ma:1640.13 loss:-0.03097 fps:1705 +frame:6.04e+06 wall_t:3542 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.493 +2026-01-06 19:33:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1683.20 total_reward_ma:1641.69 loss:-0.02853 fps:1705 +frame:6.05e+06 wall_t:3548 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.464 +2026-01-06 19:34:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1684.40 total_reward_ma:1643.24 loss:-0.02578 fps:1705 +frame:6.06e+06 wall_t:3554 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.411 +2026-01-06 19:34:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1685.20 total_reward_ma:1644.75 loss:-0.02946 fps:1705 +frame:6.07e+06 wall_t:3560 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.46 +2026-01-06 19:34:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1682.00 total_reward_ma:1646.20 loss:-0.02605 fps:1705 +frame:6.08e+06 wall_t:3566 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:34:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1687.20 total_reward_ma:1647.65 loss:-0.02824 fps:1705 +frame:6.09e+06 wall_t:3572 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.438 +2026-01-06 19:34:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1687.00 total_reward_ma:1649.06 loss:-0.02494 fps:1705 +frame:6.10e+06 wall_t:3578 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 19:34:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1684.60 total_reward_ma:1650.39 loss:-0.0281 fps:1705 +frame:6.11e+06 wall_t:3583 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.464 +2026-01-06 19:34:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1686.60 total_reward_ma:1651.74 loss:-0.01041 fps:1705 +frame:6.12e+06 wall_t:3589 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.568 +2026-01-06 19:34:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1689.80 total_reward_ma:1653.14 loss:-0.02736 fps:1705 +frame:6.13e+06 wall_t:3595 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.521 +2026-01-06 19:34:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1693.00 total_reward_ma:1654.53 loss:-0.02906 fps:1705 +frame:6.14e+06 wall_t:3601 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.52 +2026-01-06 19:34:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1695.40 total_reward_ma:1655.94 loss:-0.03202 fps:1705 +frame:6.15e+06 wall_t:3606 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.593 +2026-01-06 19:35:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1692.20 total_reward_ma:1657.29 loss:-0.007438 fps:1705 +frame:6.16e+06 wall_t:3613 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.552 +2026-01-06 19:35:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1692.20 total_reward_ma:1658.63 loss:-0.02623 fps:1705 +frame:6.17e+06 wall_t:3619 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.367 +2026-01-06 19:35:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1659.96 loss:-0.02873 fps:1705 +frame:6.18e+06 wall_t:3625 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.551 +2026-01-06 19:35:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1694.00 total_reward_ma:1661.29 loss:-0.02935 fps:1705 +frame:6.19e+06 wall_t:3631 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.542 +2026-01-06 19:35:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1695.60 total_reward_ma:1662.57 loss:-0.02954 fps:1705 +frame:6.20e+06 wall_t:3637 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.416 +2026-01-06 19:35:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1697.40 total_reward_ma:1663.85 loss:-0.02472 fps:1705 +frame:6.21e+06 wall_t:3643 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.414 +2026-01-06 19:35:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1694.80 total_reward_ma:1665.11 loss:-0.0281 fps:1705 +frame:6.22e+06 wall_t:3648 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.366 +2026-01-06 19:35:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1689.00 total_reward_ma:1666.24 loss:-0.0272 fps:1705 +frame:6.23e+06 wall_t:3654 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.431 +2026-01-06 19:35:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1690.60 total_reward_ma:1667.42 loss:-0.02758 fps:1705 +frame:6.24e+06 wall_t:3660 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.399 +2026-01-06 19:35:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1691.00 total_reward_ma:1668.55 loss:-0.02849 fps:1705 +frame:6.25e+06 wall_t:3666 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.467 +2026-01-06 19:35:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1692.40 total_reward_ma:1669.66 loss:-0.0167 fps:1705 +frame:6.26e+06 wall_t:3672 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.433 +2026-01-06 19:36:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1699.60 total_reward_ma:1670.75 loss:-0.02293 fps:1705 +frame:6.27e+06 wall_t:3677 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.593 +2026-01-06 19:36:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1699.20 total_reward_ma:1671.80 loss:-0.02762 fps:1705 +frame:6.28e+06 wall_t:3683 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.539 +2026-01-06 19:36:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1700.40 total_reward_ma:1672.84 loss:-0.02809 fps:1705 +frame:6.29e+06 wall_t:3689 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.439 +2026-01-06 19:36:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1698.80 total_reward_ma:1673.80 loss:-0.02599 fps:1705 +frame:6.30e+06 wall_t:3694 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.438 +2026-01-06 19:36:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1699.20 total_reward_ma:1674.76 loss:-0.02669 fps:1705 +frame:6.31e+06 wall_t:3700 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.365 +2026-01-06 19:36:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1702.40 total_reward_ma:1675.70 loss:-0.02838 fps:1706 +frame:6.32e+06 wall_t:3705 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 19:36:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1707.00 total_reward_ma:1676.68 loss:-0.02683 fps:1706 +frame:6.33e+06 wall_t:3711 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:36:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1706.80 total_reward_ma:1677.63 loss:-0.02767 fps:1706 +frame:6.34e+06 wall_t:3717 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.545 +2026-01-06 19:36:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1710.00 total_reward_ma:1678.57 loss:-0.02831 fps:1706 +frame:6.35e+06 wall_t:3723 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 19:36:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1711.20 total_reward_ma:1679.46 loss:-0.02021 fps:1706 +frame:6.36e+06 wall_t:3729 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.466 +2026-01-06 19:37:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1709.60 total_reward_ma:1680.27 loss:-0.02849 fps:1706 +frame:6.37e+06 wall_t:3734 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.578 +2026-01-06 19:37:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1713.40 total_reward_ma:1681.05 loss:-0.02975 fps:1706 +frame:6.38e+06 wall_t:3740 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.503 +2026-01-06 19:37:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1712.20 total_reward_ma:1681.80 loss:-0.02636 fps:1706 +frame:6.39e+06 wall_t:3746 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.493 +2026-01-06 19:37:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1716.00 total_reward_ma:1682.52 loss:-0.02682 fps:1706 +frame:6.40e+06 wall_t:3752 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.322 +2026-01-06 19:37:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1717.00 total_reward_ma:1683.23 loss:-0.006368 fps:1706 +frame:6.41e+06 wall_t:3757 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.372 +2026-01-06 19:37:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1714.40 total_reward_ma:1683.86 loss:-0.02227 fps:1706 +frame:6.42e+06 wall_t:3763 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.33 +2026-01-06 19:37:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1704.80 total_reward_ma:1684.38 loss:-0.02948 fps:1706 +frame:6.43e+06 wall_t:3769 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.423 +2026-01-06 19:37:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1707.80 total_reward_ma:1684.85 loss:-0.02614 fps:1706 +frame:6.44e+06 wall_t:3775 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.294 +2026-01-06 19:37:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1714.40 total_reward_ma:1685.43 loss:-0.02474 fps:1706 +frame:6.45e+06 wall_t:3781 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.548 +2026-01-06 19:37:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1716.20 total_reward_ma:1685.97 loss:-0.02973 fps:1706 +frame:6.46e+06 wall_t:3787 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.534 +2026-01-06 19:37:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1715.40 total_reward_ma:1686.56 loss:-0.0314 fps:1706 +frame:6.47e+06 wall_t:3792 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.492 +2026-01-06 19:38:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1710.00 total_reward_ma:1687.04 loss:-0.01836 fps:1706 +frame:6.48e+06 wall_t:3798 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.386 +2026-01-06 19:38:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1707.40 total_reward_ma:1687.51 loss:-0.02945 fps:1706 +frame:6.49e+06 wall_t:3804 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.502 +2026-01-06 19:38:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1708.80 total_reward_ma:1688.00 loss:-0.0276 fps:1706 +frame:6.50e+06 wall_t:3810 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.435 +2026-01-06 19:38:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1704.60 total_reward_ma:1688.42 loss:-0.01294 fps:1706 +frame:6.51e+06 wall_t:3816 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 19:38:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1706.60 total_reward_ma:1688.86 loss:-0.02684 fps:1706 +frame:6.52e+06 wall_t:3821 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.405 +2026-01-06 19:38:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1711.40 total_reward_ma:1689.33 loss:-0.02505 fps:1706 +frame:6.53e+06 wall_t:3828 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.416 +2026-01-06 19:38:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1705.40 total_reward_ma:1689.73 loss:-0.02509 fps:1706 +frame:6.54e+06 wall_t:3834 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.49 +2026-01-06 19:38:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1702.00 total_reward_ma:1690.03 loss:-0.02563 fps:1706 +frame:6.55e+06 wall_t:3840 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.511 +2026-01-06 19:38:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1698.60 total_reward_ma:1690.27 loss:-0.03147 fps:1706 +frame:6.56e+06 wall_t:3845 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.494 +2026-01-06 19:38:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1697.80 total_reward_ma:1690.55 loss:-0.02964 fps:1706 +frame:6.57e+06 wall_t:3851 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.515 +2026-01-06 19:39:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1698.80 total_reward_ma:1690.82 loss:-0.03118 fps:1706 +frame:6.58e+06 wall_t:3857 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 19:39:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1699.20 total_reward_ma:1691.12 loss:-0.02783 fps:1706 +frame:6.59e+06 wall_t:3863 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.428 +2026-01-06 19:39:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1700.80 total_reward_ma:1691.42 loss:-0.02864 fps:1706 +frame:6.60e+06 wall_t:3869 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.367 +2026-01-06 19:39:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1697.00 total_reward_ma:1691.71 loss:-0.02571 fps:1706 +frame:6.61e+06 wall_t:3875 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 19:39:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1694.60 total_reward_ma:1691.98 loss:-0.02594 fps:1706 +frame:6.62e+06 wall_t:3881 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.429 +2026-01-06 19:39:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1694.40 total_reward_ma:1692.26 loss:-0.02824 fps:1706 +frame:6.63e+06 wall_t:3886 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.508 +2026-01-06 19:39:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1693.20 total_reward_ma:1692.54 loss:-0.02882 fps:1706 +frame:6.64e+06 wall_t:3892 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.454 +2026-01-06 19:39:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1704.20 total_reward_ma:1692.96 loss:-0.02465 fps:1706 +frame:6.65e+06 wall_t:3898 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.327 +2026-01-06 19:39:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1704.40 total_reward_ma:1693.37 loss:-0.02472 fps:1706 +frame:6.66e+06 wall_t:3904 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.497 +2026-01-06 19:39:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1702.00 total_reward_ma:1693.72 loss:-0.03064 fps:1706 +frame:6.67e+06 wall_t:3910 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.542 +2026-01-06 19:40:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1704.20 total_reward_ma:1694.09 loss:-0.02987 fps:1706 +frame:6.68e+06 wall_t:3916 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.679 +2026-01-06 19:40:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1697.20 total_reward_ma:1694.34 loss:-0.0283 fps:1706 +frame:6.69e+06 wall_t:3922 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.562 +2026-01-06 19:40:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1697.20 total_reward_ma:1694.60 loss:-0.02691 fps:1706 +frame:6.70e+06 wall_t:3928 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.547 +2026-01-06 19:40:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1703.00 total_reward_ma:1694.94 loss:-0.02776 fps:1706 +frame:6.71e+06 wall_t:3934 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.459 +2026-01-06 19:40:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1700.20 total_reward_ma:1695.29 loss:-0.02895 fps:1706 +frame:6.72e+06 wall_t:3940 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.513 +2026-01-06 19:40:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1700.60 total_reward_ma:1695.60 loss:-0.02895 fps:1705 +frame:6.73e+06 wall_t:3947 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.46 +2026-01-06 19:40:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1702.20 total_reward_ma:1695.91 loss:-0.02788 fps:1705 +frame:6.74e+06 wall_t:3953 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.478 +2026-01-06 19:40:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1700.40 total_reward_ma:1696.20 loss:-0.0283 fps:1705 +frame:6.75e+06 wall_t:3958 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.467 +2026-01-06 19:40:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1706.40 total_reward_ma:1696.56 loss:-0.02469 fps:1705 +frame:6.76e+06 wall_t:3964 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.424 +2026-01-06 19:40:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1700.80 total_reward_ma:1696.86 loss:-0.02521 fps:1705 +frame:6.77e+06 wall_t:3970 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.419 +2026-01-06 19:41:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1707.60 total_reward_ma:1697.22 loss:-0.02941 fps:1705 +frame:6.78e+06 wall_t:3976 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 19:41:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1709.20 total_reward_ma:1697.61 loss:-0.02873 fps:1705 +frame:6.79e+06 wall_t:3982 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.5 +2026-01-06 19:41:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1710.60 total_reward_ma:1697.91 loss:-0.02976 fps:1705 +frame:6.80e+06 wall_t:3988 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.487 +2026-01-06 19:41:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1711.00 total_reward_ma:1698.19 loss:-0.02778 fps:1705 +frame:6.81e+06 wall_t:3994 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.441 +2026-01-06 19:41:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1710.40 total_reward_ma:1698.43 loss:-0.0313 fps:1705 +frame:6.82e+06 wall_t:3999 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.586 +2026-01-06 19:41:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1710.80 total_reward_ma:1698.68 loss:-0.02617 fps:1705 +frame:6.83e+06 wall_t:4005 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:41:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1713.80 total_reward_ma:1698.94 loss:-0.02743 fps:1705 +frame:6.84e+06 wall_t:4011 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.357 +2026-01-06 19:41:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1715.80 total_reward_ma:1699.21 loss:-0.02274 fps:1706 +frame:6.85e+06 wall_t:4016 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.428 +2026-01-06 19:41:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1699.50 loss:-0.02485 fps:1706 +frame:6.86e+06 wall_t:4022 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 19:41:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1699.84 loss:-0.02695 fps:1706 +frame:6.87e+06 wall_t:4028 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.505 +2026-01-06 19:42:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1720.00 total_reward_ma:1700.15 loss:-0.02567 fps:1706 +frame:6.88e+06 wall_t:4034 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.399 +2026-01-06 19:42:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1723.20 total_reward_ma:1700.47 loss:-0.02087 fps:1705 +frame:6.89e+06 wall_t:4040 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 19:42:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1724.20 total_reward_ma:1700.80 loss:-0.02408 fps:1705 +frame:6.90e+06 wall_t:4046 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.47 +2026-01-06 19:42:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1723.60 total_reward_ma:1701.17 loss:-0.02656 fps:1705 +frame:6.91e+06 wall_t:4052 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.414 +2026-01-06 19:42:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1731.60 total_reward_ma:1701.63 loss:-0.02474 fps:1706 +frame:6.92e+06 wall_t:4057 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.394 +2026-01-06 19:42:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1735.00 total_reward_ma:1702.07 loss:-0.02697 fps:1706 +frame:6.93e+06 wall_t:4063 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.296 +2026-01-06 19:42:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1702.52 loss:-0.02734 fps:1706 +frame:6.94e+06 wall_t:4069 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.311 +2026-01-06 19:42:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1740.60 total_reward_ma:1702.98 loss:-0.02667 fps:1706 +frame:6.95e+06 wall_t:4075 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.322 +2026-01-06 19:42:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1743.60 total_reward_ma:1703.50 loss:-0.02573 fps:1705 +frame:6.96e+06 wall_t:4081 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.358 +2026-01-06 19:42:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1747.20 total_reward_ma:1704.07 loss:-0.02553 fps:1706 +frame:6.97e+06 wall_t:4086 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.406 +2026-01-06 19:42:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1748.40 total_reward_ma:1704.63 loss:-0.02783 fps:1706 +frame:6.98e+06 wall_t:4092 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.305 +2026-01-06 19:43:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1748.20 total_reward_ma:1705.19 loss:-0.02404 fps:1706 +frame:6.99e+06 wall_t:4098 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.314 +2026-01-06 19:43:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1752.80 total_reward_ma:1705.78 loss:-0.02468 fps:1706 +frame:7.00e+06 wall_t:4103 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.279 +2026-01-06 19:43:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1749.60 total_reward_ma:1706.33 loss:-0.02492 fps:1706 +frame:7.01e+06 wall_t:4109 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.279 +2026-01-06 19:43:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1749.40 total_reward_ma:1706.92 loss:-0.02686 fps:1706 +frame:7.02e+06 wall_t:4115 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.493 +2026-01-06 19:43:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1750.40 total_reward_ma:1707.52 loss:-0.02619 fps:1706 +frame:7.03e+06 wall_t:4121 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.406 +2026-01-06 19:43:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1751.20 total_reward_ma:1708.17 loss:-0.02902 fps:1706 +frame:7.04e+06 wall_t:4126 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:43:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1753.00 total_reward_ma:1708.87 loss:-0.0264 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:1.517 +2026-01-06 19:43:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1749.20 total_reward_ma:1709.52 loss:-0.0271 fps:1706 +frame:7.06e+06 wall_t:4138 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.341 +2026-01-06 19:43:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1745.60 total_reward_ma:1710.12 loss:-0.002138 fps:1706 +frame:7.07e+06 wall_t:4144 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.308 +2026-01-06 19:43:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.60 total_reward_ma:1710.72 loss:-0.0228 fps:1706 +frame:7.08e+06 wall_t:4149 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.397 +2026-01-06 19:44:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1740.80 total_reward_ma:1711.25 loss:-0.02523 fps:1707 +frame:7.09e+06 wall_t:4154 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 19:44:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.00 total_reward_ma:1711.79 loss:-0.02467 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:1.217 +2026-01-06 19:44:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1738.60 total_reward_ma:1712.33 loss:-0.02389 fps:1707 +frame:7.11e+06 wall_t:4166 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.222 +2026-01-06 19:44:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1738.80 total_reward_ma:1712.85 loss:-0.02378 fps:1707 +frame:7.12e+06 wall_t:4172 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.417 +2026-01-06 19:44:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1740.60 total_reward_ma:1713.36 loss:-0.02455 fps:1707 +frame:7.13e+06 wall_t:4178 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.327 +2026-01-06 19:44:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1738.40 total_reward_ma:1713.82 loss:-0.0247 fps:1707 +frame:7.14e+06 wall_t:4183 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 19:44:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1737.20 total_reward_ma:1714.23 loss:-0.0278 fps:1707 +frame:7.15e+06 wall_t:4189 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.481 +2026-01-06 19:44:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1738.20 total_reward_ma:1714.69 loss:-0.02615 fps:1707 +frame:7.16e+06 wall_t:4195 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.219 +2026-01-06 19:44:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1733.00 total_reward_ma:1715.10 loss:0.00644 fps:1707 +frame:7.17e+06 wall_t:4200 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.405 +2026-01-06 19:44:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1732.20 total_reward_ma:1715.48 loss:-0.02758 fps:1707 +frame:7.18e+06 wall_t:4206 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.294 +2026-01-06 19:44:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1733.20 total_reward_ma:1715.88 loss:-0.01595 fps:1707 +frame:7.19e+06 wall_t:4212 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.209 +2026-01-06 19:45:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1733.00 total_reward_ma:1716.25 loss:-0.02474 fps:1707 +frame:7.20e+06 wall_t:4218 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.244 +2026-01-06 19:45:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1727.40 total_reward_ma:1716.55 loss:-0.02331 fps:1707 +frame:7.21e+06 wall_t:4224 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.272 +2026-01-06 19:45:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1726.40 total_reward_ma:1716.87 loss:-0.02279 fps:1707 +frame:7.22e+06 wall_t:4230 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.348 +2026-01-06 19:45:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1730.00 total_reward_ma:1717.28 loss:-0.02318 fps:1707 +frame:7.23e+06 wall_t:4236 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 19:45:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1727.00 total_reward_ma:1717.64 loss:-0.02512 fps:1707 +frame:7.24e+06 wall_t:4242 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 19:45:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1725.60 total_reward_ma:1717.99 loss:-0.02469 fps:1707 +frame:7.25e+06 wall_t:4248 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.32 +2026-01-06 19:45:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1727.00 total_reward_ma:1718.33 loss:-0.0234 fps:1707 +frame:7.26e+06 wall_t:4253 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.364 +2026-01-06 19:45:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1726.60 total_reward_ma:1718.60 loss:-0.0286 fps:1707 +frame:7.27e+06 wall_t:4259 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 19:45:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1729.00 total_reward_ma:1718.90 loss:-0.01172 fps:1707 +frame:7.28e+06 wall_t:4265 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.452 +2026-01-06 19:45:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1730.20 total_reward_ma:1719.20 loss:-0.02774 fps:1707 +frame:7.29e+06 wall_t:4271 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.307 +2026-01-06 19:46:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1732.80 total_reward_ma:1719.54 loss:-0.02439 fps:1707 +frame:7.30e+06 wall_t:4277 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.411 +2026-01-06 19:46:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1737.20 total_reward_ma:1719.92 loss:-0.02434 fps:1707 +frame:7.31e+06 wall_t:4283 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.378 +2026-01-06 19:46:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1739.00 total_reward_ma:1720.28 loss:-0.0267 fps:1707 +frame:7.32e+06 wall_t:4289 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.463 +2026-01-06 19:46:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1736.60 total_reward_ma:1720.58 loss:-0.0236 fps:1707 +frame:7.33e+06 wall_t:4295 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.452 +2026-01-06 19:46:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1737.40 total_reward_ma:1720.89 loss:-0.02615 fps:1707 +frame:7.34e+06 wall_t:4301 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:46:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1737.40 total_reward_ma:1721.16 loss:-0.02715 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:1.517 +2026-01-06 19:46:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1740.00 total_reward_ma:1721.45 loss:-0.02827 fps:1707 +frame:7.36e+06 wall_t:4312 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 19:46:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.60 total_reward_ma:1721.77 loss:-0.02681 fps:1707 +frame:7.37e+06 wall_t:4318 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.454 +2026-01-06 19:46:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.20 total_reward_ma:1722.05 loss:-0.02348 fps:1707 +frame:7.38e+06 wall_t:4324 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.285 +2026-01-06 19:46:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1742.40 total_reward_ma:1722.35 loss:-0.0269 fps:1707 +frame:7.39e+06 wall_t:4330 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.462 +2026-01-06 19:47:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1751.40 total_reward_ma:1722.70 loss:-0.02613 fps:1707 +frame:7.40e+06 wall_t:4336 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 19:47:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1751.00 total_reward_ma:1723.04 loss:-0.02694 fps:1707 +frame:7.41e+06 wall_t:4342 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.271 +2026-01-06 19:47:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1750.60 total_reward_ma:1723.40 loss:-0.02687 fps:1707 +frame:7.42e+06 wall_t:4348 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 19:47:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1750.40 total_reward_ma:1723.86 loss:-0.02645 fps:1707 +frame:7.43e+06 wall_t:4353 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.446 +2026-01-06 19:47:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.80 total_reward_ma:1724.35 loss:-0.0273 fps:1707 +frame:7.44e+06 wall_t:4359 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.482 +2026-01-06 19:47:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.80 total_reward_ma:1724.77 loss:-0.02581 fps:1707 +frame:7.45e+06 wall_t:4365 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.443 +2026-01-06 19:47:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1757.00 total_reward_ma:1725.18 loss:-0.02407 fps:1707 +frame:7.46e+06 wall_t:4371 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.439 +2026-01-06 19:47:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.80 total_reward_ma:1725.62 loss:-0.02813 fps:1707 +frame:7.47e+06 wall_t:4377 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.44 +2026-01-06 19:47:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.20 total_reward_ma:1726.11 loss:-0.02555 fps:1707 +frame:7.48e+06 wall_t:4383 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 19:47:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.00 total_reward_ma:1726.62 loss:-0.02414 fps:1707 +frame:7.49e+06 wall_t:4389 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.412 +2026-01-06 19:48:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1757.20 total_reward_ma:1727.11 loss:-0.02422 fps:1706 +frame:7.50e+06 wall_t:4395 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 19:48:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1727.66 loss:-0.02646 fps:1706 +frame:7.51e+06 wall_t:4401 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.385 +2026-01-06 19:48:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.20 total_reward_ma:1728.20 loss:-0.02743 fps:1706 +frame:7.52e+06 wall_t:4407 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.394 +2026-01-06 19:48:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1761.20 total_reward_ma:1728.70 loss:-0.02652 fps:1707 +frame:7.53e+06 wall_t:4412 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.469 +2026-01-06 19:48:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.60 total_reward_ma:1729.24 loss:-0.02592 fps:1707 +frame:7.54e+06 wall_t:4418 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 19:48:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.80 total_reward_ma:1729.82 loss:-0.02791 fps:1707 +frame:7.55e+06 wall_t:4424 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.53 +2026-01-06 19:48:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1761.60 total_reward_ma:1730.45 loss:-0.02815 fps:1707 +frame:7.56e+06 wall_t:4430 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.375 +2026-01-06 19:48:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1763.80 total_reward_ma:1731.11 loss:-0.02688 fps:1706 +frame:7.57e+06 wall_t:4436 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 19:48:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1764.40 total_reward_ma:1731.76 loss:-0.02303 fps:1706 +frame:7.58e+06 wall_t:4442 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.417 +2026-01-06 19:48:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1764.20 total_reward_ma:1732.41 loss:-0.01187 fps:1706 +frame:7.59e+06 wall_t:4448 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.499 +2026-01-06 19:49:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1762.60 total_reward_ma:1733.03 loss:-0.02669 fps:1707 +frame:7.60e+06 wall_t:4453 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.233 +2026-01-06 19:49:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1733.64 loss:-0.02302 fps:1707 +frame:7.61e+06 wall_t:4459 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.358 +2026-01-06 19:49:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1750.80 total_reward_ma:1734.20 loss:-0.02503 fps:1707 +frame:7.62e+06 wall_t:4465 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.444 +2026-01-06 19:49:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1750.80 total_reward_ma:1734.77 loss:-0.02546 fps:1707 +frame:7.63e+06 wall_t:4471 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.388 +2026-01-06 19:49:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1750.40 total_reward_ma:1735.34 loss:-0.02746 fps:1707 +frame:7.64e+06 wall_t:4476 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.351 +2026-01-06 19:49:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1747.40 total_reward_ma:1735.77 loss:-0.01047 fps:1706 +frame:7.65e+06 wall_t:4483 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.388 +2026-01-06 19:49:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1749.80 total_reward_ma:1736.22 loss:-0.02536 fps:1707 +frame:7.66e+06 wall_t:4488 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.396 +2026-01-06 19:49:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1749.40 total_reward_ma:1736.70 loss:-0.02367 fps:1707 +frame:7.67e+06 wall_t:4494 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 19:49:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1743.40 total_reward_ma:1737.09 loss:-0.02465 fps:1707 +frame:7.68e+06 wall_t:4500 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 19:49:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.80 total_reward_ma:1737.54 loss:-0.02648 fps:1707 +frame:7.69e+06 wall_t:4506 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.422 +2026-01-06 19:49:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.80 total_reward_ma:1737.98 loss:-0.02315 fps:1707 +frame:7.70e+06 wall_t:4511 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.487 +2026-01-06 19:50:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.80 total_reward_ma:1738.37 loss:-0.02597 fps:1707 +frame:7.71e+06 wall_t:4517 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.438 +2026-01-06 19:50:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1744.60 total_reward_ma:1738.81 loss:-0.02565 fps:1706 +frame:7.72e+06 wall_t:4524 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 19:50:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1746.20 total_reward_ma:1739.27 loss:-0.02687 fps:1707 +frame:7.73e+06 wall_t:4529 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.397 +2026-01-06 19:50:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1745.80 total_reward_ma:1739.71 loss:-0.02474 fps:1707 +frame:7.74e+06 wall_t:4535 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.5 +2026-01-06 19:50:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1744.80 total_reward_ma:1740.15 loss:-0.02567 fps:1707 +frame:7.75e+06 wall_t:4541 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.562 +2026-01-06 19:50:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1742.20 total_reward_ma:1740.51 loss:-0.02354 fps:1707 +frame:7.76e+06 wall_t:4547 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.498 +2026-01-06 19:50:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1740.92 loss:-0.0277 fps:1707 +frame:7.77e+06 wall_t:4552 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.439 +2026-01-06 19:50:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1742.00 total_reward_ma:1741.26 loss:-0.003199 fps:1707 +frame:7.78e+06 wall_t:4558 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.363 +2026-01-06 19:50:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1735.40 total_reward_ma:1741.53 loss:-0.02054 fps:1707 +frame:7.79e+06 wall_t:4564 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 19:50:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1735.00 total_reward_ma:1741.77 loss:-0.02869 fps:1707 +frame:7.80e+06 wall_t:4570 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.349 +2026-01-06 19:51:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1735.20 total_reward_ma:1742.01 loss:-0.02205 fps:1707 +frame:7.81e+06 wall_t:4576 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.316 +2026-01-06 19:51:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1735.00 total_reward_ma:1742.26 loss:-0.02414 fps:1707 +frame:7.82e+06 wall_t:4581 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.345 +2026-01-06 19:51:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1738.00 total_reward_ma:1742.53 loss:-0.02393 fps:1707 +frame:7.83e+06 wall_t:4588 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:51:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1739.40 total_reward_ma:1742.79 loss:-0.02757 fps:1707 +frame:7.84e+06 wall_t:4594 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 19:51:27 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.60 total_reward_ma:1743.04 loss:-0.02523 fps:1707 +frame:7.85e+06 wall_t:4600 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.27 +2026-01-06 19:51:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.00 total_reward_ma:1743.25 loss:-0.02421 fps:1707 +frame:7.86e+06 wall_t:4605 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.377 +2026-01-06 19:51:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.20 total_reward_ma:1743.47 loss:-0.01978 fps:1707 +frame:7.87e+06 wall_t:4611 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.307 +2026-01-06 19:51:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1741.20 total_reward_ma:1743.68 loss:-0.02308 fps:1707 +frame:7.88e+06 wall_t:4617 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.33 +2026-01-06 19:51:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1744.40 total_reward_ma:1743.89 loss:-0.0233 fps:1707 +frame:7.89e+06 wall_t:4623 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.335 +2026-01-06 19:51:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1746.20 total_reward_ma:1744.11 loss:-0.02333 fps:1707 +frame:7.90e+06 wall_t:4628 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.247 +2026-01-06 19:52:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1748.80 total_reward_ma:1744.36 loss:-0.02276 fps:1707 +frame:7.91e+06 wall_t:4634 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.357 +2026-01-06 19:52:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1744.55 loss:-0.02127 fps:1707 +frame:7.92e+06 wall_t:4640 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.241 +2026-01-06 19:52:13 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1750.80 total_reward_ma:1744.70 loss:-0.02434 fps:1707 +frame:7.93e+06 wall_t:4646 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.31 +2026-01-06 19:52:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1752.20 total_reward_ma:1744.85 loss:-0.02098 fps:1707 +frame:7.94e+06 wall_t:4651 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.303 +2026-01-06 19:52:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1748.80 total_reward_ma:1744.93 loss:-0.0202 fps:1707 +frame:7.95e+06 wall_t:4657 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.443 +2026-01-06 19:52:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1750.00 total_reward_ma:1744.99 loss:-0.0237 fps:1707 +frame:7.96e+06 wall_t:4663 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.29 +2026-01-06 19:52:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1749.80 total_reward_ma:1745.02 loss:-0.02185 fps:1707 +frame:7.97e+06 wall_t:4669 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.233 +2026-01-06 19:52:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1752.20 total_reward_ma:1745.06 loss:-0.02205 fps:1707 +frame:7.98e+06 wall_t:4675 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.217 +2026-01-06 19:52:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1752.80 total_reward_ma:1745.10 loss:-0.02242 fps:1707 +frame:7.99e+06 wall_t:4680 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.226 +2026-01-06 19:52:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1752.40 total_reward_ma:1745.10 loss:-0.02248 fps:1707 +frame:8.00e+06 wall_t:4686 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 19:52:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1752.60 total_reward_ma:1745.13 loss:-0.02337 fps:1707 +frame:8.01e+06 wall_t:4692 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.194 +2026-01-06 19:53:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.40 total_reward_ma:1745.22 loss:-0.0243 fps:1707 +frame:8.02e+06 wall_t:4698 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.439 +2026-01-06 19:53:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.20 total_reward_ma:1745.30 loss:-0.02181 fps:1707 +frame:8.03e+06 wall_t:4704 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.311 +2026-01-06 19:53:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.20 total_reward_ma:1745.37 loss:-0.02119 fps:1707 +frame:8.04e+06 wall_t:4710 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.359 +2026-01-06 19:53:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.80 total_reward_ma:1745.40 loss:-0.0243 fps:1707 +frame:8.05e+06 wall_t:4716 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.44 +2026-01-06 19:53:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.80 total_reward_ma:1745.48 loss:-0.02501 fps:1707 +frame:8.06e+06 wall_t:4722 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.43 +2026-01-06 19:53:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1757.00 total_reward_ma:1745.59 loss:-0.02065 fps:1707 +frame:8.07e+06 wall_t:4728 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.283 +2026-01-06 19:53:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1745.74 loss:-0.02395 fps:1707 +frame:8.08e+06 wall_t:4733 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.318 +2026-01-06 19:53:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1755.80 total_reward_ma:1745.89 loss:-0.02106 fps:1707 +frame:8.09e+06 wall_t:4740 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.378 +2026-01-06 19:53:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1746.04 loss:-0.02384 fps:1707 +frame:8.10e+06 wall_t:4746 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 19:53:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.80 total_reward_ma:1746.22 loss:-0.02393 fps:1707 +frame:8.11e+06 wall_t:4751 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.305 +2026-01-06 19:54:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.80 total_reward_ma:1746.42 loss:-0.02398 fps:1707 +frame:8.12e+06 wall_t:4757 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.255 +2026-01-06 19:54:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.80 total_reward_ma:1746.60 loss:-0.02193 fps:1707 +frame:8.13e+06 wall_t:4763 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.297 +2026-01-06 19:54:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.20 total_reward_ma:1746.80 loss:-0.02347 fps:1707 +frame:8.14e+06 wall_t:4769 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.5 +2026-01-06 19:54:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.80 total_reward_ma:1747.02 loss:-0.02631 fps:1707 +frame:8.15e+06 wall_t:4775 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.375 +2026-01-06 19:54:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1747.23 loss:-0.02474 fps:1707 +frame:8.16e+06 wall_t:4780 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.336 +2026-01-06 19:54:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1747.50 loss:-0.02231 fps:1707 +frame:8.17e+06 wall_t:4786 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 19:54:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.40 total_reward_ma:1747.79 loss:-0.0225 fps:1707 +frame:8.18e+06 wall_t:4792 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.245 +2026-01-06 19:54:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.80 total_reward_ma:1748.02 loss:-0.02078 fps:1707 +frame:8.19e+06 wall_t:4798 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.333 +2026-01-06 19:54:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1748.27 loss:-0.02278 fps:1707 +frame:8.20e+06 wall_t:4803 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.288 +2026-01-06 19:54:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.20 total_reward_ma:1748.58 loss:-0.02181 fps:1707 +frame:8.21e+06 wall_t:4809 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.31 +2026-01-06 19:55:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.40 total_reward_ma:1748.92 loss:-0.02311 fps:1707 +frame:8.22e+06 wall_t:4815 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.281 +2026-01-06 19:55:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.20 total_reward_ma:1749.22 loss:-0.005792 fps:1707 +frame:8.23e+06 wall_t:4821 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.418 +2026-01-06 19:55:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.40 total_reward_ma:1749.52 loss:-0.02369 fps:1707 +frame:8.24e+06 wall_t:4827 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.473 +2026-01-06 19:55:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1757.00 total_reward_ma:1749.83 loss:0.002429 fps:1707 +frame:8.25e+06 wall_t:4833 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.36 +2026-01-06 19:55:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1757.60 total_reward_ma:1750.14 loss:-0.02451 fps:1707 +frame:8.26e+06 wall_t:4839 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.298 +2026-01-06 19:55:33 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1757.80 total_reward_ma:1750.45 loss:-0.02188 fps:1707 +frame:8.27e+06 wall_t:4845 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.281 +2026-01-06 19:55:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1754.80 total_reward_ma:1750.71 loss:-0.0203 fps:1707 +frame:8.28e+06 wall_t:4851 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.395 +2026-01-06 19:55:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1753.60 total_reward_ma:1750.94 loss:-0.02458 fps:1707 +frame:8.29e+06 wall_t:4857 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.27 +2026-01-06 19:55:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1755.80 total_reward_ma:1751.17 loss:-0.01847 fps:1706 +frame:8.30e+06 wall_t:4864 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.177 +2026-01-06 19:55:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1751.38 loss:-0.02209 fps:1706 +frame:8.31e+06 wall_t:4870 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.237 +2026-01-06 19:56:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.60 total_reward_ma:1751.57 loss:-0.02135 fps:1707 +frame:8.32e+06 wall_t:4875 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 19:56:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.80 total_reward_ma:1751.80 loss:-0.0232 fps:1706 +frame:8.33e+06 wall_t:4882 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.32 +2026-01-06 19:56:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.60 total_reward_ma:1752.01 loss:-0.02385 fps:1706 +frame:8.34e+06 wall_t:4888 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.374 +2026-01-06 19:56:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.60 total_reward_ma:1752.22 loss:-0.0247 fps:1707 +frame:8.35e+06 wall_t:4893 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 19:56:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.00 total_reward_ma:1752.41 loss:-0.01914 fps:1706 +frame:8.36e+06 wall_t:4899 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 19:56:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.80 total_reward_ma:1752.60 loss:-0.02278 fps:1706 +frame:8.37e+06 wall_t:4905 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.332 +2026-01-06 19:56:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.20 total_reward_ma:1752.79 loss:-0.02048 fps:1706 +frame:8.38e+06 wall_t:4911 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.313 +2026-01-06 19:56:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.40 total_reward_ma:1752.96 loss:-0.01635 fps:1706 +frame:8.39e+06 wall_t:4917 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 19:56:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.00 total_reward_ma:1753.03 loss:-0.01913 fps:1706 +frame:8.40e+06 wall_t:4923 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.193 +2026-01-06 19:56:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1763.00 total_reward_ma:1753.15 loss:-0.02169 fps:1706 +frame:8.41e+06 wall_t:4929 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.216 +2026-01-06 19:57:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1762.00 total_reward_ma:1753.26 loss:-0.02142 fps:1706 +frame:8.42e+06 wall_t:4935 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.343 +2026-01-06 19:57:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1761.60 total_reward_ma:1753.37 loss:-0.02247 fps:1706 +frame:8.43e+06 wall_t:4941 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.414 +2026-01-06 19:57:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1763.20 total_reward_ma:1753.44 loss:-0.02486 fps:1706 +frame:8.44e+06 wall_t:4947 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.368 +2026-01-06 19:57:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1764.00 total_reward_ma:1753.51 loss:-0.02271 fps:1706 +frame:8.45e+06 wall_t:4952 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.367 +2026-01-06 19:57:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1764.00 total_reward_ma:1753.58 loss:-0.02355 fps:1706 +frame:8.46e+06 wall_t:4958 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.231 +2026-01-06 19:57:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.80 total_reward_ma:1753.68 loss:-0.02128 fps:1706 +frame:8.47e+06 wall_t:4964 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.267 +2026-01-06 19:57:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1766.20 total_reward_ma:1753.75 loss:-0.01865 fps:1706 +frame:8.48e+06 wall_t:4970 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.18 +2026-01-06 19:57:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1765.40 total_reward_ma:1753.81 loss:-0.02174 fps:1706 +frame:8.49e+06 wall_t:4976 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.283 +2026-01-06 19:57:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1762.40 total_reward_ma:1753.87 loss:-0.002345 fps:1706 +frame:8.50e+06 wall_t:4982 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.378 +2026-01-06 19:57:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.80 total_reward_ma:1753.96 loss:-0.02316 fps:1706 +frame:8.51e+06 wall_t:4988 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.385 +2026-01-06 19:58:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.60 total_reward_ma:1754.06 loss:-0.02046 fps:1706 +frame:8.52e+06 wall_t:4994 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 19:58:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1766.00 total_reward_ma:1754.11 loss:-0.02372 fps:1706 +frame:8.53e+06 wall_t:4999 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.535 +2026-01-06 19:58:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1766.00 total_reward_ma:1754.17 loss:-0.02514 fps:1706 +frame:8.54e+06 wall_t:5005 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.437 +2026-01-06 19:58:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.20 total_reward_ma:1754.26 loss:-0.02347 fps:1706 +frame:8.55e+06 wall_t:5011 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 19:58:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.20 total_reward_ma:1754.34 loss:-0.02301 fps:1706 +frame:8.56e+06 wall_t:5017 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.325 +2026-01-06 19:58:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.40 total_reward_ma:1754.40 loss:-0.01943 fps:1706 +frame:8.57e+06 wall_t:5023 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 19:58:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.40 total_reward_ma:1754.45 loss:-0.01876 fps:1706 +frame:8.58e+06 wall_t:5029 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.201 +2026-01-06 19:58:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.00 total_reward_ma:1754.49 loss:-0.02146 fps:1706 +frame:8.59e+06 wall_t:5036 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.405 +2026-01-06 19:58:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1766.00 total_reward_ma:1754.53 loss:-0.02075 fps:1706 +frame:8.60e+06 wall_t:5041 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.239 +2026-01-06 19:58:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1766.60 total_reward_ma:1754.61 loss:-0.02044 fps:1706 +frame:8.61e+06 wall_t:5047 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.257 +2026-01-06 19:59:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.00 total_reward_ma:1754.80 loss:-0.01966 fps:1706 +frame:8.62e+06 wall_t:5053 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 19:59:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.00 total_reward_ma:1754.98 loss:-0.02002 fps:1706 +frame:8.63e+06 wall_t:5058 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:59:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.40 total_reward_ma:1755.17 loss:-0.02318 fps:1706 +frame:8.64e+06 wall_t:5064 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.427 +2026-01-06 19:59:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.60 total_reward_ma:1755.39 loss:-0.02341 fps:1706 +frame:8.65e+06 wall_t:5070 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.343 +2026-01-06 19:59:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1766.00 total_reward_ma:1755.55 loss:-0.02049 fps:1706 +frame:8.66e+06 wall_t:5076 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.336 +2026-01-06 19:59:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1765.80 total_reward_ma:1755.72 loss:-0.01902 fps:1706 +frame:8.67e+06 wall_t:5082 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.252 +2026-01-06 19:59:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1766.00 total_reward_ma:1755.94 loss:-0.01916 fps:1706 +frame:8.68e+06 wall_t:5088 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.25 +2026-01-06 19:59:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1767.00 total_reward_ma:1756.19 loss:-0.01657 fps:1706 +frame:8.69e+06 wall_t:5094 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.246 +2026-01-06 19:59:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1765.20 total_reward_ma:1756.43 loss:-0.01929 fps:1706 +frame:8.70e+06 wall_t:5100 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.274 +2026-01-06 19:59:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.40 total_reward_ma:1756.69 loss:-0.02045 fps:1706 +frame:8.71e+06 wall_t:5106 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.298 +2026-01-06 19:59:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.60 total_reward_ma:1756.94 loss:-0.01717 fps:1706 +frame:8.72e+06 wall_t:5112 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.303 +2026-01-06 20:00:05 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1772.00 total_reward_ma:1757.20 loss:-0.02061 fps:1706 +frame:8.73e+06 wall_t:5118 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.395 +2026-01-06 20:00:11 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1771.40 total_reward_ma:1757.46 loss:-0.01902 fps:1706 +frame:8.74e+06 wall_t:5124 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.425 +2026-01-06 20:00:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1771.60 total_reward_ma:1757.73 loss:-0.0238 fps:1706 +frame:8.75e+06 wall_t:5130 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.327 +2026-01-06 20:00:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.40 total_reward_ma:1758.05 loss:-0.01975 fps:1706 +frame:8.76e+06 wall_t:5136 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.141 +2026-01-06 20:00:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.60 total_reward_ma:1758.32 loss:-0.01796 fps:1706 +frame:8.77e+06 wall_t:5141 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.241 +2026-01-06 20:00:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.20 total_reward_ma:1758.60 loss:-0.02076 fps:1706 +frame:8.78e+06 wall_t:5147 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.274 +2026-01-06 20:00:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.40 total_reward_ma:1758.94 loss:-0.01745 fps:1706 +frame:8.79e+06 wall_t:5152 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.221 +2026-01-06 20:00:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.40 total_reward_ma:1759.27 loss:-0.01593 fps:1706 +frame:8.80e+06 wall_t:5158 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.189 +2026-01-06 20:00:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.20 total_reward_ma:1759.60 loss:-0.01886 fps:1706 +frame:8.81e+06 wall_t:5164 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.199 +2026-01-06 20:00:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.40 total_reward_ma:1759.93 loss:-0.01663 fps:1706 +frame:8.82e+06 wall_t:5171 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.447 +2026-01-06 20:01:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1763.80 total_reward_ma:1760.19 loss:-0.01908 fps:1706 +frame:8.83e+06 wall_t:5176 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.512 +2026-01-06 20:01:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1764.20 total_reward_ma:1760.44 loss:-0.02177 fps:1706 +frame:8.84e+06 wall_t:5183 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.52 +2026-01-06 20:01:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1764.20 total_reward_ma:1760.67 loss:-0.02264 fps:1706 +frame:8.85e+06 wall_t:5189 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.364 +2026-01-06 20:01:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1765.00 total_reward_ma:1760.91 loss:-0.01779 fps:1705 +frame:8.86e+06 wall_t:5195 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.245 +2026-01-06 20:01:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1764.20 total_reward_ma:1761.14 loss:-0.01814 fps:1705 +frame:8.87e+06 wall_t:5201 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.243 +2026-01-06 20:01:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.60 total_reward_ma:1761.33 loss:0.00078 fps:1705 +frame:8.88e+06 wall_t:5207 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.323 +2026-01-06 20:01:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.80 total_reward_ma:1761.48 loss:-0.01836 fps:1705 +frame:8.89e+06 wall_t:5213 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.227 +2026-01-06 20:01:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.40 total_reward_ma:1761.63 loss:-0.0146 fps:1705 +frame:8.90e+06 wall_t:5219 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.197 +2026-01-06 20:01:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.20 total_reward_ma:1761.73 loss:-0.01785 fps:1705 +frame:8.91e+06 wall_t:5225 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.344 +2026-01-06 20:01:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.40 total_reward_ma:1761.82 loss:-0.01865 fps:1706 +frame:8.92e+06 wall_t:5230 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.501 +2026-01-06 20:02:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.80 total_reward_ma:1761.90 loss:-0.02127 fps:1706 +frame:8.93e+06 wall_t:5236 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.491 +2026-01-06 20:02:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.00 total_reward_ma:1761.97 loss:-0.02004 fps:1705 +frame:8.94e+06 wall_t:5242 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 20:02:15 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.20 total_reward_ma:1762.08 loss:-0.02109 fps:1705 +frame:8.95e+06 wall_t:5248 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.374 +2026-01-06 20:02:21 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.80 total_reward_ma:1762.17 loss:-0.02083 fps:1705 +frame:8.96e+06 wall_t:5254 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.278 +2026-01-06 20:02:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.00 total_reward_ma:1762.28 loss:-0.01935 fps:1706 +frame:8.97e+06 wall_t:5259 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.448 +2026-01-06 20:02:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1758.80 total_reward_ma:1762.34 loss:-0.01688 fps:1706 +frame:8.98e+06 wall_t:5265 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.204 +2026-01-06 20:02:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1759.80 total_reward_ma:1762.41 loss:0.01141 fps:1706 +frame:8.99e+06 wall_t:5271 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.267 +2026-01-06 20:02:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1763.00 total_reward_ma:1762.52 loss:-0.01591 fps:1706 +frame:9.00e+06 wall_t:5277 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.173 +2026-01-06 20:02:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.40 total_reward_ma:1762.60 loss:-0.01564 fps:1706 +frame:9.01e+06 wall_t:5282 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.28 +2026-01-06 20:02:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1757.60 total_reward_ma:1762.59 loss:-0.02024 fps:1706 +frame:9.02e+06 wall_t:5288 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 20:03:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.00 total_reward_ma:1762.57 loss:-0.01879 fps:1706 +frame:9.03e+06 wall_t:5294 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.406 +2026-01-06 20:03:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1756.20 total_reward_ma:1762.55 loss:-0.01967 fps:1706 +frame:9.04e+06 wall_t:5300 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.355 +2026-01-06 20:03:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1760.80 total_reward_ma:1762.59 loss:-0.01974 fps:1706 +frame:9.05e+06 wall_t:5305 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 20:03:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1764.80 total_reward_ma:1762.67 loss:-0.02064 fps:1706 +frame:9.06e+06 wall_t:5311 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.293 +2026-01-06 20:03:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1765.00 total_reward_ma:1762.75 loss:-0.01769 fps:1706 +frame:9.07e+06 wall_t:5317 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.316 +2026-01-06 20:03:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1765.00 total_reward_ma:1762.84 loss:-0.01582 fps:1706 +frame:9.08e+06 wall_t:5323 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.354 +2026-01-06 20:03:36 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1764.20 total_reward_ma:1762.92 loss:-0.01769 fps:1706 +frame:9.09e+06 wall_t:5329 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.283 +2026-01-06 20:03:42 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.40 total_reward_ma:1763.04 loss:-0.01544 fps:1706 +frame:9.10e+06 wall_t:5335 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.365 +2026-01-06 20:03:48 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.40 total_reward_ma:1763.17 loss:-0.01893 fps:1706 +frame:9.11e+06 wall_t:5341 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.411 +2026-01-06 20:03:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1773.80 total_reward_ma:1763.32 loss:-0.0212 fps:1706 +frame:9.12e+06 wall_t:5347 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.373 +2026-01-06 20:04:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.40 total_reward_ma:1763.48 loss:-0.01946 fps:1706 +frame:9.13e+06 wall_t:5353 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.412 +2026-01-06 20:04:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.20 total_reward_ma:1763.64 loss:-0.01815 fps:1706 +frame:9.14e+06 wall_t:5359 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.431 +2026-01-06 20:04:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.40 total_reward_ma:1763.79 loss:-0.01685 fps:1705 +frame:9.15e+06 wall_t:5365 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.274 +2026-01-06 20:04:18 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.40 total_reward_ma:1763.94 loss:-0.008475 fps:1705 +frame:9.16e+06 wall_t:5371 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.141 +2026-01-06 20:04:24 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1775.40 total_reward_ma:1764.09 loss:-0.01529 fps:1706 +frame:9.17e+06 wall_t:5376 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.304 +2026-01-06 20:04:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1775.40 total_reward_ma:1764.24 loss:-0.01707 fps:1706 +frame:9.18e+06 wall_t:5382 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.135 +2026-01-06 20:04:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.60 total_reward_ma:1764.42 loss:-0.01654 fps:1706 +frame:9.19e+06 wall_t:5388 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.238 +2026-01-06 20:04:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1776.80 total_reward_ma:1764.61 loss:-0.01669 fps:1706 +frame:9.20e+06 wall_t:5394 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.264 +2026-01-06 20:04:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1777.40 total_reward_ma:1764.80 loss:-0.01654 fps:1706 +frame:9.21e+06 wall_t:5400 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.364 +2026-01-06 20:04:52 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1777.80 total_reward_ma:1764.97 loss:-0.01647 fps:1706 +frame:9.22e+06 wall_t:5405 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.298 +2026-01-06 20:04:58 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1777.40 total_reward_ma:1765.14 loss:-0.01671 fps:1706 +frame:9.23e+06 wall_t:5411 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.354 +2026-01-06 20:05:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1782.80 total_reward_ma:1765.41 loss:-0.0185 fps:1706 +frame:9.24e+06 wall_t:5417 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.433 +2026-01-06 20:05:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1783.00 total_reward_ma:1765.67 loss:-0.01886 fps:1706 +frame:9.25e+06 wall_t:5423 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.36 +2026-01-06 20:05:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1784.80 total_reward_ma:1765.94 loss:-0.01783 fps:1706 +frame:9.26e+06 wall_t:5429 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.372 +2026-01-06 20:05:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.60 total_reward_ma:1766.18 loss:-0.01533 fps:1706 +frame:9.27e+06 wall_t:5435 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.234 +2026-01-06 20:05:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1780.60 total_reward_ma:1766.44 loss:-0.002505 fps:1706 +frame:9.28e+06 wall_t:5441 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.225 +2026-01-06 20:05:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.00 total_reward_ma:1766.71 loss:-0.01248 fps:1706 +frame:9.29e+06 wall_t:5447 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.276 +2026-01-06 20:05:39 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1779.40 total_reward_ma:1766.95 loss:-0.01534 fps:1706 +frame:9.30e+06 wall_t:5452 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.227 +2026-01-06 20:05:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1776.40 total_reward_ma:1767.13 loss:-0.0156 fps:1706 +frame:9.31e+06 wall_t:5458 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.237 +2026-01-06 20:05:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1775.80 total_reward_ma:1767.30 loss:-0.01616 fps:1706 +frame:9.32e+06 wall_t:5464 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.304 +2026-01-06 20:05:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1775.20 total_reward_ma:1767.47 loss:-0.01748 fps:1706 +frame:9.33e+06 wall_t:5469 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.353 +2026-01-06 20:06:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.60 total_reward_ma:1767.63 loss:-0.01717 fps:1706 +frame:9.34e+06 wall_t:5475 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 20:06:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.00 total_reward_ma:1767.78 loss:-0.01862 fps:1706 +frame:9.35e+06 wall_t:5481 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 20:06:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.00 total_reward_ma:1767.93 loss:-0.01735 fps:1706 +frame:9.36e+06 wall_t:5487 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.334 +2026-01-06 20:06:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.00 total_reward_ma:1768.00 loss:-0.0152 fps:1706 +frame:9.37e+06 wall_t:5493 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.233 +2026-01-06 20:06:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1769.20 total_reward_ma:1768.09 loss:-0.01684 fps:1706 +frame:9.38e+06 wall_t:5499 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.293 +2026-01-06 20:06:32 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.00 total_reward_ma:1768.18 loss:-0.01802 fps:1706 +frame:9.39e+06 wall_t:5505 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.264 +2026-01-06 20:06:38 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1767.80 total_reward_ma:1768.28 loss:-0.01092 fps:1706 +frame:9.40e+06 wall_t:5511 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.243 +2026-01-06 20:06:44 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1767.80 total_reward_ma:1768.32 loss:-0.01407 fps:1706 +frame:9.41e+06 wall_t:5517 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.296 +2026-01-06 20:06:50 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.80 total_reward_ma:1768.39 loss:-0.01507 fps:1706 +frame:9.42e+06 wall_t:5523 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.336 +2026-01-06 20:06:56 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.20 total_reward_ma:1768.46 loss:-0.01583 fps:1706 +frame:9.43e+06 wall_t:5529 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 20:07:02 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1768.40 total_reward_ma:1768.51 loss:-0.01617 fps:1706 +frame:9.44e+06 wall_t:5535 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 20:07:08 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1772.00 total_reward_ma:1768.59 loss:-0.01573 fps:1705 +frame:9.45e+06 wall_t:5541 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.363 +2026-01-06 20:07:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1772.20 total_reward_ma:1768.67 loss:-0.01619 fps:1705 +frame:9.46e+06 wall_t:5547 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 20:07:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1772.20 total_reward_ma:1768.71 loss:-0.01516 fps:1705 +frame:9.47e+06 wall_t:5553 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.268 +2026-01-06 20:07:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1770.80 total_reward_ma:1768.75 loss:-0.01432 fps:1706 +frame:9.48e+06 wall_t:5558 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.277 +2026-01-06 20:07:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1774.80 total_reward_ma:1768.85 loss:-0.01515 fps:1706 +frame:9.49e+06 wall_t:5564 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.241 +2026-01-06 20:07:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1775.80 total_reward_ma:1768.98 loss:-0.01201 fps:1706 +frame:9.50e+06 wall_t:5570 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.268 +2026-01-06 20:07:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1776.60 total_reward_ma:1769.05 loss:-0.01229 fps:1706 +frame:9.51e+06 wall_t:5576 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.237 +2026-01-06 20:07:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1779.60 total_reward_ma:1769.15 loss:-0.01472 fps:1705 +frame:9.52e+06 wall_t:5582 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.319 +2026-01-06 20:07:54 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1784.40 total_reward_ma:1769.33 loss:-0.01672 fps:1706 +frame:9.53e+06 wall_t:5587 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.398 +2026-01-06 20:08:00 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1784.60 total_reward_ma:1769.52 loss:-0.01657 fps:1706 +frame:9.54e+06 wall_t:5593 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.416 +2026-01-06 20:08:06 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1785.40 total_reward_ma:1769.68 loss:-0.01306 fps:1706 +frame:9.55e+06 wall_t:5599 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.252 +2026-01-06 20:08:12 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1786.40 total_reward_ma:1769.85 loss:-0.01425 fps:1706 +frame:9.56e+06 wall_t:5605 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.239 +2026-01-06 20:08:17 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1786.00 total_reward_ma:1770.02 loss:-0.01325 fps:1706 +frame:9.57e+06 wall_t:5610 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.319 +2026-01-06 20:08:23 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1785.40 total_reward_ma:1770.18 loss:-0.01421 fps:1706 +frame:9.58e+06 wall_t:5616 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.203 +2026-01-06 20:08:29 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1784.80 total_reward_ma:1770.34 loss:0.0005768 fps:1706 +frame:9.59e+06 wall_t:5622 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.326 +2026-01-06 20:08:35 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1788.60 total_reward_ma:1770.56 loss:-0.01267 fps:1706 +frame:9.60e+06 wall_t:5628 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.28 +2026-01-06 20:08:41 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1788.80 total_reward_ma:1770.78 loss:-0.01183 fps:1706 +frame:9.61e+06 wall_t:5634 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.327 +2026-01-06 20:08:47 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1782.40 total_reward_ma:1770.92 loss:0.001152 fps:1706 +frame:9.62e+06 wall_t:5640 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.332 +2026-01-06 20:08:53 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1784.80 total_reward_ma:1771.08 loss:-0.01417 fps:1706 +frame:9.63e+06 wall_t:5646 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.3 +2026-01-06 20:08:59 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1785.40 total_reward_ma:1771.24 loss:-0.01064 fps:1706 +frame:9.64e+06 wall_t:5652 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.223 +2026-01-06 20:09:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1785.40 total_reward_ma:1771.39 loss:-0.01457 fps:1706 +frame:9.65e+06 wall_t:5657 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.311 +2026-01-06 20:09:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.00 total_reward_ma:1771.54 loss:-0.01005 fps:1706 +frame:9.66e+06 wall_t:5663 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.224 +2026-01-06 20:09:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.20 total_reward_ma:1771.70 loss:-0.005146 fps:1706 +frame:9.67e+06 wall_t:5669 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.292 +2026-01-06 20:09:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1782.40 total_reward_ma:1771.86 loss:-0.01404 fps:1706 +frame:9.68e+06 wall_t:5675 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.338 +2026-01-06 20:09:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.20 total_reward_ma:1772.00 loss:-0.009782 fps:1706 +frame:9.69e+06 wall_t:5681 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.174 +2026-01-06 20:09:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1782.00 total_reward_ma:1772.17 loss:-0.01013 fps:1706 +frame:9.70e+06 wall_t:5687 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.201 +2026-01-06 20:09:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.40 total_reward_ma:1772.30 loss:-0.012 fps:1706 +frame:9.71e+06 wall_t:5693 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.31 +2026-01-06 20:09:46 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.40 total_reward_ma:1772.42 loss:-0.01193 fps:1706 +frame:9.72e+06 wall_t:5699 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.187 +2026-01-06 20:09:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1782.00 total_reward_ma:1772.52 loss:-0.01211 fps:1706 +frame:9.73e+06 wall_t:5704 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.241 +2026-01-06 20:09:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1782.60 total_reward_ma:1772.63 loss:-0.01112 fps:1706 +frame:9.74e+06 wall_t:5710 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.273 +2026-01-06 20:10:04 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1782.00 total_reward_ma:1772.74 loss:-0.008356 fps:1705 +frame:9.75e+06 wall_t:5717 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.29 +2026-01-06 20:10:10 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.60 total_reward_ma:1772.81 loss:-0.009057 fps:1705 +frame:9.76e+06 wall_t:5723 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.161 +2026-01-06 20:10:16 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.60 total_reward_ma:1772.93 loss:-0.01128 fps:1705 +frame:9.77e+06 wall_t:5729 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.244 +2026-01-06 20:10:22 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.20 total_reward_ma:1773.05 loss:-0.008721 fps:1705 +frame:9.78e+06 wall_t:5735 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.265 +2026-01-06 20:10:28 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1782.40 total_reward_ma:1773.18 loss:-0.01131 fps:1705 +frame:9.79e+06 wall_t:5741 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.147 +2026-01-06 20:10:34 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1784.00 total_reward_ma:1773.33 loss:-0.0089 fps:1706 +frame:9.80e+06 wall_t:5746 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.288 +2026-01-06 20:10:40 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1781.40 total_reward_ma:1773.47 loss:-0.01084 fps:1705 +frame:9.81e+06 wall_t:5752 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.416 +2026-01-06 20:10:45 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1784.60 total_reward_ma:1773.63 loss:-0.01062 fps:1705 +frame:9.82e+06 wall_t:5758 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.384 +2026-01-06 20:10:51 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1784.40 total_reward_ma:1773.83 loss:-0.01245 fps:1705 +frame:9.83e+06 wall_t:5764 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.298 +2026-01-06 20:10:57 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1785.40 total_reward_ma:1774.05 loss:-0.009874 fps:1705 +frame:9.84e+06 wall_t:5770 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.248 +2026-01-06 20:11:03 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1791.80 total_reward_ma:1774.32 loss:-0.008229 fps:1705 +frame:9.85e+06 wall_t:5776 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.296 +2026-01-06 20:11:09 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1791.00 total_reward_ma:1774.58 loss:-0.009092 fps:1706 +frame:9.86e+06 wall_t:5781 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.323 +2026-01-06 20:11:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1790.60 total_reward_ma:1774.85 loss:-0.008994 fps:1706 +frame:9.87e+06 wall_t:5787 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.27 +2026-01-06 20:11:20 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1789.80 total_reward_ma:1775.14 loss:-0.006374 fps:1706 +frame:9.88e+06 wall_t:5793 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.162 +2026-01-06 20:11:26 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1794.80 total_reward_ma:1775.49 loss:-0.006836 fps:1705 +frame:9.89e+06 wall_t:5799 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.354 +2026-01-06 20:11:31 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1794.80 total_reward_ma:1775.83 loss:-0.006313 fps:1706 +frame:9.90e+06 wall_t:5804 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.108 +2026-01-06 20:11:37 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1794.20 total_reward_ma:1776.18 loss:-0.006689 fps:1706 +frame:9.91e+06 wall_t:5810 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.253 +2026-01-06 20:11:43 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1793.00 total_reward_ma:1776.52 loss:-0.009066 fps:1706 +frame:9.92e+06 wall_t:5816 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.287 +2026-01-06 20:11:49 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1793.60 total_reward_ma:1776.87 loss:-0.01024 fps:1706 +frame:9.93e+06 wall_t:5822 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.358 +2026-01-06 20:11:55 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1793.20 total_reward_ma:1777.21 loss:-0.007726 fps:1706 +frame:9.94e+06 wall_t:5828 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.334 +2026-01-06 20:12:01 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1791.20 total_reward_ma:1777.53 loss:-0.005064 fps:1706 +frame:9.95e+06 wall_t:5834 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.283 +2026-01-06 20:12:07 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1790.00 total_reward_ma:1777.83 loss:-0.008171 fps:1705 +frame:9.96e+06 wall_t:5840 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.239 +2026-01-06 20:12:14 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1789.60 total_reward_ma:1778.13 loss:-0.005332 fps:1705 +frame:9.97e+06 wall_t:5847 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.214 +2026-01-06 20:12:19 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1789.40 total_reward_ma:1778.43 loss:-0.0051 fps:1705 +frame:9.98e+06 wall_t:5852 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.197 +2026-01-06 20:12:25 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1787.80 total_reward_ma:1778.71 loss:-0.004563 fps:1705 +frame:9.99e+06 wall_t:5858 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.072 +2026-01-06 20:12:30 | INFO | PID:1613 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_seaquest_t0_s2 [train] +total_reward:1788.80 total_reward_ma:1778.97 loss:-0.00511 fps:1706 +frame:1.00e+07 wall_t:5863 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.244 +2026-01-06 20:12:31 | INFO | PID:1613 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s3.log b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..8379153da615c2f1e923f0f1df64947b584f9c46 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-06 18:34:44 | INFO | PID:1614 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-06 18:35:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:69.09 total_reward_ma:69.09 loss:-0.01849 fps:476.2 +frame:1.00e+04 wall_t:21 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.861 +2026-01-06 18:35:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:110.91 total_reward_ma:90.00 loss:-0.02506 fps:769.2 +frame:2.00e+04 wall_t:26 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.838 +2026-01-06 18:35:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:148.65 total_reward_ma:109.55 loss:-0.03155 fps:937.5 +frame:3.00e+04 wall_t:32 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.814 +2026-01-06 18:35:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:155.65 total_reward_ma:121.08 loss:-0.03125 fps:1026 +frame:4.00e+04 wall_t:39 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.791 +2026-01-06 18:35:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:185.76 total_reward_ma:134.01 loss:-0.03013 fps:1111 +frame:5.00e+04 wall_t:45 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.756 +2026-01-06 18:35:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:199.42 total_reward_ma:144.91 loss:-0.0311 fps:1176 +frame:6.00e+04 wall_t:51 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.731 +2026-01-06 18:35:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:215.38 total_reward_ma:154.98 loss:-0.03137 fps:1250 +frame:7.00e+04 wall_t:56 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.713 +2026-01-06 18:35:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:225.81 total_reward_ma:163.84 loss:-0.02479 fps:1290 +frame:8.00e+04 wall_t:62 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.678 +2026-01-06 18:35:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:234.68 total_reward_ma:171.71 loss:-0.03111 fps:1343 +frame:9.00e+04 wall_t:67 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.685 +2026-01-06 18:36:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:258.80 total_reward_ma:180.42 loss:-0.03073 fps:1370 +frame:1.00e+05 wall_t:73 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.628 +2026-01-06 18:36:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:273.20 total_reward_ma:188.85 loss:-0.0307 fps:1410 +frame:1.10e+05 wall_t:78 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.628 +2026-01-06 18:36:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:304.20 total_reward_ma:198.46 loss:-0.03195 fps:1429 +frame:1.20e+05 wall_t:84 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.588 +2026-01-06 18:36:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:317.60 total_reward_ma:207.63 loss:-0.03338 fps:1444 +frame:1.30e+05 wall_t:90 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.629 +2026-01-06 18:36:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:331.60 total_reward_ma:216.48 loss:-0.03432 fps:1474 +frame:1.40e+05 wall_t:95 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.61 +2026-01-06 18:36:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:348.60 total_reward_ma:225.29 loss:-0.02716 fps:1485 +frame:1.50e+05 wall_t:101 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.599 +2026-01-06 18:36:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:361.40 total_reward_ma:233.80 loss:-0.03074 fps:1509 +frame:1.60e+05 wall_t:106 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.579 +2026-01-06 18:36:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:370.60 total_reward_ma:241.84 loss:-0.03344 fps:1532 +frame:1.70e+05 wall_t:111 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.606 +2026-01-06 18:36:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:385.00 total_reward_ma:249.80 loss:-0.03045 fps:1552 +frame:1.80e+05 wall_t:116 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.546 +2026-01-06 18:36:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:407.80 total_reward_ma:258.11 loss:-0.03618 fps:1557 +frame:1.90e+05 wall_t:122 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.54 +2026-01-06 18:36:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:407.80 total_reward_ma:265.60 loss:-0.03491 fps:1562 +frame:2.00e+05 wall_t:128 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.545 +2026-01-06 18:37:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:412.20 total_reward_ma:272.58 loss:-0.0356 fps:1579 +frame:2.10e+05 wall_t:133 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.534 +2026-01-06 18:37:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:419.20 total_reward_ma:279.24 loss:-0.0372 fps:1583 +frame:2.20e+05 wall_t:139 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.523 +2026-01-06 18:37:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:427.60 total_reward_ma:285.69 loss:-0.03591 fps:1586 +frame:2.30e+05 wall_t:145 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.523 +2026-01-06 18:37:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:442.40 total_reward_ma:292.22 loss:-0.03955 fps:1589 +frame:2.40e+05 wall_t:151 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.51 +2026-01-06 18:37:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:444.00 total_reward_ma:298.29 loss:-0.03321 fps:1603 +frame:2.50e+05 wall_t:156 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.501 +2026-01-06 18:37:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:451.20 total_reward_ma:304.18 loss:-0.02441 fps:1615 +frame:2.60e+05 wall_t:161 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.51 +2026-01-06 18:37:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:449.60 total_reward_ma:309.56 loss:-0.0362 fps:1617 +frame:2.70e+05 wall_t:167 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.488 +2026-01-06 18:37:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:452.60 total_reward_ma:314.67 loss:-0.03062 fps:1628 +frame:2.80e+05 wall_t:172 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.485 +2026-01-06 18:37:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:461.60 total_reward_ma:319.74 loss:-0.03788 fps:1629 +frame:2.90e+05 wall_t:178 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.437 +2026-01-06 18:37:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:467.20 total_reward_ma:324.65 loss:-0.03172 fps:1630 +frame:3.00e+05 wall_t:184 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.479 +2026-01-06 18:37:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:471.60 total_reward_ma:329.39 loss:-0.03333 fps:1632 +frame:3.10e+05 wall_t:190 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.404 +2026-01-06 18:38:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:473.80 total_reward_ma:333.91 loss:-0.03602 fps:1633 +frame:3.20e+05 wall_t:196 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.423 +2026-01-06 18:38:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:473.80 total_reward_ma:338.14 loss:-0.0336 fps:1634 +frame:3.30e+05 wall_t:202 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.425 +2026-01-06 18:38:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:475.40 total_reward_ma:342.18 loss:-0.03567 fps:1635 +frame:3.40e+05 wall_t:208 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.397 +2026-01-06 18:38:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:484.00 total_reward_ma:346.23 loss:-0.03822 fps:1643 +frame:3.50e+05 wall_t:213 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.411 +2026-01-06 18:38:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:503.60 total_reward_ma:350.60 loss:-0.03958 fps:1644 +frame:3.60e+05 wall_t:219 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.444 +2026-01-06 18:38:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:514.40 total_reward_ma:355.03 loss:-0.0383 fps:1644 +frame:3.70e+05 wall_t:225 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.462 +2026-01-06 18:38:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:513.40 total_reward_ma:359.20 loss:-0.03964 fps:1652 +frame:3.80e+05 wall_t:230 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.392 +2026-01-06 18:38:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:518.80 total_reward_ma:363.29 loss:-0.0375 fps:1653 +frame:3.90e+05 wall_t:236 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.433 +2026-01-06 18:38:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:528.80 total_reward_ma:367.43 loss:-0.04058 fps:1653 +frame:4.00e+05 wall_t:242 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.484 +2026-01-06 18:38:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:535.80 total_reward_ma:371.54 loss:-0.03674 fps:1653 +frame:4.10e+05 wall_t:248 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.478 +2026-01-06 18:39:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:539.40 total_reward_ma:375.53 loss:-0.03216 fps:1654 +frame:4.20e+05 wall_t:254 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.432 +2026-01-06 18:39:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:550.20 total_reward_ma:379.59 loss:-0.03295 fps:1660 +frame:4.30e+05 wall_t:259 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.423 +2026-01-06 18:39:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:563.80 total_reward_ma:383.78 loss:-0.03728 fps:1660 +frame:4.40e+05 wall_t:265 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.463 +2026-01-06 18:39:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:578.00 total_reward_ma:388.10 loss:-0.03827 fps:1661 +frame:4.50e+05 wall_t:271 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.442 +2026-01-06 18:39:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:583.00 total_reward_ma:392.33 loss:-0.04072 fps:1667 +frame:4.60e+05 wall_t:276 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.352 +2026-01-06 18:39:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:593.20 total_reward_ma:396.61 loss:-0.03749 fps:1667 +frame:4.70e+05 wall_t:282 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.375 +2026-01-06 18:39:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:601.80 total_reward_ma:400.88 loss:-0.03467 fps:1672 +frame:4.80e+05 wall_t:287 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.339 +2026-01-06 18:39:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:601.00 total_reward_ma:404.97 loss:-0.03739 fps:1672 +frame:4.90e+05 wall_t:293 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.339 +2026-01-06 18:39:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:604.40 total_reward_ma:408.96 loss:-0.03801 fps:1678 +frame:5.00e+05 wall_t:298 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.308 +2026-01-06 18:39:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:615.80 total_reward_ma:413.01 loss:-0.03535 fps:1678 +frame:5.10e+05 wall_t:304 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.366 +2026-01-06 18:39:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:621.60 total_reward_ma:417.02 loss:-0.03578 fps:1683 +frame:5.20e+05 wall_t:309 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.345 +2026-01-06 18:40:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:625.00 total_reward_ma:420.95 loss:-0.0359 fps:1683 +frame:5.30e+05 wall_t:315 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.381 +2026-01-06 18:40:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:624.60 total_reward_ma:424.72 loss:-0.03672 fps:1682 +frame:5.40e+05 wall_t:321 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.35 +2026-01-06 18:40:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:622.80 total_reward_ma:428.32 loss:-0.03575 fps:1687 +frame:5.50e+05 wall_t:326 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.366 +2026-01-06 18:40:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:636.60 total_reward_ma:432.04 loss:-0.03962 fps:1687 +frame:5.60e+05 wall_t:332 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.341 +2026-01-06 18:40:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:644.40 total_reward_ma:435.76 loss:-0.03386 fps:1686 +frame:5.70e+05 wall_t:338 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.369 +2026-01-06 18:40:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:649.40 total_reward_ma:439.45 loss:-0.04084 fps:1691 +frame:5.80e+05 wall_t:343 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.362 +2026-01-06 18:40:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:643.80 total_reward_ma:442.91 loss:-0.0405 fps:1691 +frame:5.90e+05 wall_t:349 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.34 +2026-01-06 18:40:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:645.80 total_reward_ma:446.29 loss:-0.04256 fps:1690 +frame:6.00e+05 wall_t:355 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.244 +2026-01-06 18:40:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:647.60 total_reward_ma:449.59 loss:-0.04062 fps:1690 +frame:6.10e+05 wall_t:361 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.325 +2026-01-06 18:40:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:647.60 total_reward_ma:452.79 loss:-0.03981 fps:1689 +frame:6.20e+05 wall_t:367 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.335 +2026-01-06 18:41:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:656.80 total_reward_ma:456.02 loss:-0.03823 fps:1689 +frame:6.30e+05 wall_t:373 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.34 +2026-01-06 18:41:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:659.00 total_reward_ma:459.20 loss:-0.04094 fps:1693 +frame:6.40e+05 wall_t:378 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.357 +2026-01-06 18:41:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:660.60 total_reward_ma:462.29 loss:-0.03341 fps:1693 +frame:6.50e+05 wall_t:384 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.326 +2026-01-06 18:41:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:666.20 total_reward_ma:465.38 loss:-0.04124 fps:1697 +frame:6.60e+05 wall_t:389 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.299 +2026-01-06 18:41:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:663.40 total_reward_ma:468.34 loss:-0.03258 fps:1696 +frame:6.70e+05 wall_t:395 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.365 +2026-01-06 18:41:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:665.80 total_reward_ma:471.24 loss:-0.04099 fps:1696 +frame:6.80e+05 wall_t:401 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.28 +2026-01-06 18:41:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:670.80 total_reward_ma:474.14 loss:-0.03685 fps:1700 +frame:6.90e+05 wall_t:406 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.265 +2026-01-06 18:41:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:676.80 total_reward_ma:477.03 loss:-0.03745 fps:1699 +frame:7.00e+05 wall_t:412 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.283 +2026-01-06 18:41:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:678.60 total_reward_ma:479.87 loss:-0.03949 fps:1699 +frame:7.10e+05 wall_t:418 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.282 +2026-01-06 18:41:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:675.40 total_reward_ma:482.59 loss:-0.03845 fps:1702 +frame:7.20e+05 wall_t:423 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.216 +2026-01-06 18:41:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:679.40 total_reward_ma:485.28 loss:-0.03858 fps:1702 +frame:7.30e+05 wall_t:429 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.218 +2026-01-06 18:42:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:679.20 total_reward_ma:487.90 loss:-0.02679 fps:1701 +frame:7.40e+05 wall_t:435 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.218 +2026-01-06 18:42:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:677.20 total_reward_ma:490.43 loss:-0.03362 fps:1701 +frame:7.50e+05 wall_t:441 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.134 +2026-01-06 18:42:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:675.00 total_reward_ma:492.85 loss:-0.03293 fps:1704 +frame:7.60e+05 wall_t:446 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.102 +2026-01-06 18:42:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:675.60 total_reward_ma:495.23 loss:-0.0404 fps:1707 +frame:7.70e+05 wall_t:451 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.134 +2026-01-06 18:42:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:679.80 total_reward_ma:497.59 loss:-0.02916 fps:1707 +frame:7.80e+05 wall_t:457 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.163 +2026-01-06 18:42:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:679.60 total_reward_ma:499.90 loss:-0.0416 fps:1706 +frame:7.90e+05 wall_t:463 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.192 +2026-01-06 18:42:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:680.80 total_reward_ma:502.16 loss:-0.03526 fps:1709 +frame:8.00e+05 wall_t:468 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.205 +2026-01-06 18:42:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:676.80 total_reward_ma:504.32 loss:-0.0376 fps:1709 +frame:8.10e+05 wall_t:474 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.234 +2026-01-06 18:42:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:675.40 total_reward_ma:506.40 loss:-0.04016 fps:1712 +frame:8.20e+05 wall_t:479 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.299 +2026-01-06 18:42:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:676.00 total_reward_ma:508.45 loss:-0.04137 fps:1711 +frame:8.30e+05 wall_t:485 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.298 +2026-01-06 18:42:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:679.80 total_reward_ma:510.49 loss:-0.03232 fps:1711 +frame:8.40e+05 wall_t:491 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.29 +2026-01-06 18:43:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:683.00 total_reward_ma:512.51 loss:-0.0367 fps:1714 +frame:8.50e+05 wall_t:496 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.339 +2026-01-06 18:43:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:680.20 total_reward_ma:514.46 loss:-0.04003 fps:1717 +frame:8.60e+05 wall_t:501 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.297 +2026-01-06 18:43:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:688.20 total_reward_ma:516.46 loss:-0.03976 fps:1716 +frame:8.70e+05 wall_t:507 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.222 +2026-01-06 18:43:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:689.80 total_reward_ma:518.43 loss:-0.02951 fps:1719 +frame:8.80e+05 wall_t:512 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.255 +2026-01-06 18:43:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:689.20 total_reward_ma:520.35 loss:-0.03738 fps:1718 +frame:8.90e+05 wall_t:518 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.253 +2026-01-06 18:43:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:691.60 total_reward_ma:522.25 loss:-0.04119 fps:1718 +frame:9.00e+05 wall_t:524 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.197 +2026-01-06 18:43:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:697.80 total_reward_ma:524.18 loss:-0.0353 fps:1720 +frame:9.10e+05 wall_t:529 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.212 +2026-01-06 18:43:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:702.20 total_reward_ma:526.12 loss:-0.03904 fps:1720 +frame:9.20e+05 wall_t:535 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.124 +2026-01-06 18:43:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:702.60 total_reward_ma:528.01 loss:-0.03026 fps:1722 +frame:9.30e+05 wall_t:540 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.196 +2026-01-06 18:43:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:705.60 total_reward_ma:529.90 loss:-0.03724 fps:1722 +frame:9.40e+05 wall_t:546 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.27 +2026-01-06 18:43:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:703.80 total_reward_ma:531.73 loss:-0.04051 fps:1724 +frame:9.50e+05 wall_t:551 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.225 +2026-01-06 18:44:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:699.20 total_reward_ma:533.48 loss:-0.03845 fps:1724 +frame:9.60e+05 wall_t:557 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.222 +2026-01-06 18:44:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:697.20 total_reward_ma:535.17 loss:-0.03781 fps:1723 +frame:9.70e+05 wall_t:563 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.236 +2026-01-06 18:44:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:689.40 total_reward_ma:536.74 loss:-0.0373 fps:1722 +frame:9.80e+05 wall_t:569 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.19 +2026-01-06 18:44:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:689.80 total_reward_ma:538.29 loss:-0.0414 fps:1722 +frame:9.90e+05 wall_t:575 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.252 +2026-01-06 18:44:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:687.00 total_reward_ma:539.77 loss:-0.04013 fps:1724 +frame:1.00e+06 wall_t:580 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.185 +2026-01-06 18:44:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:682.40 total_reward_ma:545.91 loss:-0.04088 fps:1724 +frame:1.01e+06 wall_t:586 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.2 +2026-01-06 18:44:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:675.00 total_reward_ma:551.55 loss:-0.03742 fps:1723 +frame:1.02e+06 wall_t:592 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.146 +2026-01-06 18:44:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:672.20 total_reward_ma:556.78 loss:-0.03784 fps:1725 +frame:1.03e+06 wall_t:597 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.217 +2026-01-06 18:44:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:675.60 total_reward_ma:561.98 loss:-0.03687 fps:1725 +frame:1.04e+06 wall_t:603 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.093 +2026-01-06 18:44:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:679.40 total_reward_ma:566.92 loss:-0.03872 fps:1727 +frame:1.05e+06 wall_t:608 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.233 +2026-01-06 18:45:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:683.80 total_reward_ma:571.76 loss:-0.03873 fps:1726 +frame:1.06e+06 wall_t:614 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.159 +2026-01-06 18:45:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:688.40 total_reward_ma:576.49 loss:-0.04026 fps:1729 +frame:1.07e+06 wall_t:619 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.207 +2026-01-06 18:45:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:695.60 total_reward_ma:581.19 loss:-0.03756 fps:1728 +frame:1.08e+06 wall_t:625 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.199 +2026-01-06 18:45:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:694.20 total_reward_ma:585.79 loss:-0.04048 fps:1727 +frame:1.09e+06 wall_t:631 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.169 +2026-01-06 18:45:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:693.80 total_reward_ma:590.14 loss:-0.03468 fps:1730 +frame:1.10e+06 wall_t:636 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.26 +2026-01-06 18:45:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:697.60 total_reward_ma:594.38 loss:-0.03683 fps:1732 +frame:1.11e+06 wall_t:641 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.218 +2026-01-06 18:45:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:696.20 total_reward_ma:598.30 loss:-0.03752 fps:1731 +frame:1.12e+06 wall_t:647 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.246 +2026-01-06 18:45:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:697.80 total_reward_ma:602.10 loss:-0.03981 fps:1730 +frame:1.13e+06 wall_t:653 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.244 +2026-01-06 18:45:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:699.20 total_reward_ma:605.78 loss:-0.03796 fps:1730 +frame:1.14e+06 wall_t:659 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.289 +2026-01-06 18:45:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:712.80 total_reward_ma:609.42 loss:-0.0403 fps:1729 +frame:1.15e+06 wall_t:665 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.208 +2026-01-06 18:45:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:718.40 total_reward_ma:612.99 loss:-0.03852 fps:1729 +frame:1.16e+06 wall_t:671 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.293 +2026-01-06 18:46:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:725.20 total_reward_ma:616.54 loss:-0.03516 fps:1731 +frame:1.17e+06 wall_t:676 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.234 +2026-01-06 18:46:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:732.00 total_reward_ma:620.01 loss:-0.04263 fps:1730 +frame:1.18e+06 wall_t:682 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.211 +2026-01-06 18:46:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:735.40 total_reward_ma:623.28 loss:-0.03529 fps:1732 +frame:1.19e+06 wall_t:687 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.164 +2026-01-06 18:46:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:739.80 total_reward_ma:626.60 loss:-0.03777 fps:1734 +frame:1.20e+06 wall_t:692 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.225 +2026-01-06 18:46:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:750.40 total_reward_ma:629.98 loss:-0.04176 fps:1736 +frame:1.21e+06 wall_t:697 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.143 +2026-01-06 18:46:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:759.60 total_reward_ma:633.39 loss:-0.04096 fps:1735 +frame:1.22e+06 wall_t:703 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.12 +2026-01-06 18:46:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:766.60 total_reward_ma:636.78 loss:-0.03314 fps:1735 +frame:1.23e+06 wall_t:709 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.169 +2026-01-06 18:46:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:762.60 total_reward_ma:639.98 loss:-0.03728 fps:1734 +frame:1.24e+06 wall_t:715 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.181 +2026-01-06 18:46:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:758.80 total_reward_ma:643.13 loss:-0.03632 fps:1736 +frame:1.25e+06 wall_t:720 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.156 +2026-01-06 18:46:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:758.20 total_reward_ma:646.20 loss:-0.03668 fps:1736 +frame:1.26e+06 wall_t:726 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.154 +2026-01-06 18:46:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:754.80 total_reward_ma:649.25 loss:-0.03953 fps:1737 +frame:1.27e+06 wall_t:731 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.077 +2026-01-06 18:47:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:751.60 total_reward_ma:652.24 loss:-0.03086 fps:1737 +frame:1.28e+06 wall_t:737 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.946 +2026-01-06 18:47:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:748.80 total_reward_ma:655.11 loss:-0.0366 fps:1739 +frame:1.29e+06 wall_t:742 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.083 +2026-01-06 18:47:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:748.80 total_reward_ma:657.93 loss:-0.0428 fps:1740 +frame:1.30e+06 wall_t:747 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.141 +2026-01-06 18:47:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:747.80 total_reward_ma:660.69 loss:-0.0393 fps:1740 +frame:1.31e+06 wall_t:753 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.192 +2026-01-06 18:47:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:749.60 total_reward_ma:663.45 loss:-0.04043 fps:1741 +frame:1.32e+06 wall_t:758 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.198 +2026-01-06 18:47:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:756.40 total_reward_ma:666.27 loss:-0.0413 fps:1743 +frame:1.33e+06 wall_t:763 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.176 +2026-01-06 18:47:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:758.60 total_reward_ma:669.11 loss:-0.03402 fps:1745 +frame:1.34e+06 wall_t:768 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.136 +2026-01-06 18:47:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:761.60 total_reward_ma:671.88 loss:-0.04037 fps:1744 +frame:1.35e+06 wall_t:774 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.082 +2026-01-06 18:47:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:758.40 total_reward_ma:674.43 loss:-0.03638 fps:1746 +frame:1.36e+06 wall_t:779 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.045 +2026-01-06 18:47:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:757.60 total_reward_ma:676.86 loss:-0.03725 fps:1747 +frame:1.37e+06 wall_t:784 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.129 +2026-01-06 18:47:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:760.20 total_reward_ma:679.33 loss:-0.0348 fps:1747 +frame:1.38e+06 wall_t:790 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.142 +2026-01-06 18:48:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:758.00 total_reward_ma:681.72 loss:-0.04333 fps:1748 +frame:1.39e+06 wall_t:795 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.267 +2026-01-06 18:48:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:760.00 total_reward_ma:684.03 loss:-0.03959 fps:1750 +frame:1.40e+06 wall_t:800 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.266 +2026-01-06 18:48:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:760.40 total_reward_ma:686.28 loss:-0.03855 fps:1749 +frame:1.41e+06 wall_t:806 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.154 +2026-01-06 18:48:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:754.40 total_reward_ma:688.43 loss:-0.04224 fps:1751 +frame:1.42e+06 wall_t:811 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.131 +2026-01-06 18:48:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:753.80 total_reward_ma:690.47 loss:-0.04161 fps:1752 +frame:1.43e+06 wall_t:816 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.227 +2026-01-06 18:48:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:760.00 total_reward_ma:692.43 loss:-0.03839 fps:1752 +frame:1.44e+06 wall_t:822 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.199 +2026-01-06 18:48:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:760.80 total_reward_ma:694.26 loss:-0.03488 fps:1753 +frame:1.45e+06 wall_t:827 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.195 +2026-01-06 18:48:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:764.00 total_reward_ma:696.07 loss:-0.03873 fps:1755 +frame:1.46e+06 wall_t:832 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.303 +2026-01-06 18:48:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:762.80 total_reward_ma:697.76 loss:-0.04311 fps:1754 +frame:1.47e+06 wall_t:838 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.235 +2026-01-06 18:48:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:770.00 total_reward_ma:699.44 loss:-0.03751 fps:1756 +frame:1.48e+06 wall_t:843 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.249 +2026-01-06 18:48:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:770.60 total_reward_ma:701.14 loss:-0.04194 fps:1757 +frame:1.49e+06 wall_t:848 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.204 +2026-01-06 18:49:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:769.00 total_reward_ma:702.79 loss:-0.03453 fps:1756 +frame:1.50e+06 wall_t:854 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.258 +2026-01-06 18:49:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:768.40 total_reward_ma:704.31 loss:-0.04009 fps:1758 +frame:1.51e+06 wall_t:859 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.274 +2026-01-06 18:49:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:768.40 total_reward_ma:705.78 loss:-0.04321 fps:1757 +frame:1.52e+06 wall_t:865 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.262 +2026-01-06 18:49:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:761.60 total_reward_ma:707.15 loss:-0.03996 fps:1759 +frame:1.53e+06 wall_t:870 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.257 +2026-01-06 18:49:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:758.20 total_reward_ma:708.48 loss:-0.04057 fps:1762 +frame:1.54e+06 wall_t:874 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.227 +2026-01-06 18:49:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:756.60 total_reward_ma:709.82 loss:-0.03443 fps:1761 +frame:1.55e+06 wall_t:880 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.233 +2026-01-06 18:49:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:756.40 total_reward_ma:711.02 loss:-0.04109 fps:1763 +frame:1.56e+06 wall_t:885 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.273 +2026-01-06 18:49:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:752.00 total_reward_ma:712.09 loss:-0.03152 fps:1762 +frame:1.57e+06 wall_t:891 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.231 +2026-01-06 18:49:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:745.40 total_reward_ma:713.05 loss:-0.03389 fps:1761 +frame:1.58e+06 wall_t:897 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.209 +2026-01-06 18:49:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:744.20 total_reward_ma:714.06 loss:-0.03742 fps:1761 +frame:1.59e+06 wall_t:903 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.174 +2026-01-06 18:49:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:735.80 total_reward_ma:714.96 loss:-0.04306 fps:1762 +frame:1.60e+06 wall_t:908 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.191 +2026-01-06 18:50:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:735.40 total_reward_ma:715.84 loss:-0.0351 fps:1761 +frame:1.61e+06 wall_t:914 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.188 +2026-01-06 18:50:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:735.80 total_reward_ma:716.72 loss:-0.04114 fps:1763 +frame:1.62e+06 wall_t:919 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.249 +2026-01-06 18:50:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:736.80 total_reward_ma:717.52 loss:-0.0353 fps:1764 +frame:1.63e+06 wall_t:924 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.304 +2026-01-06 18:50:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:739.00 total_reward_ma:718.32 loss:-0.03084 fps:1765 +frame:1.64e+06 wall_t:929 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.295 +2026-01-06 18:50:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:741.60 total_reward_ma:719.13 loss:-0.04794 fps:1765 +frame:1.65e+06 wall_t:935 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.268 +2026-01-06 18:50:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:738.20 total_reward_ma:719.85 loss:-0.03603 fps:1766 +frame:1.66e+06 wall_t:940 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.247 +2026-01-06 18:50:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:733.40 total_reward_ma:720.55 loss:-0.03381 fps:1767 +frame:1.67e+06 wall_t:945 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.233 +2026-01-06 18:50:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:724.60 total_reward_ma:721.14 loss:-0.03363 fps:1767 +frame:1.68e+06 wall_t:951 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.26 +2026-01-06 18:50:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:723.00 total_reward_ma:721.66 loss:-0.0428 fps:1766 +frame:1.69e+06 wall_t:957 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.248 +2026-01-06 18:50:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:723.20 total_reward_ma:722.12 loss:-0.04352 fps:1765 +frame:1.70e+06 wall_t:963 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.234 +2026-01-06 18:50:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:716.40 total_reward_ma:722.50 loss:-0.04495 fps:1767 +frame:1.71e+06 wall_t:968 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.104 +2026-01-06 18:51:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:718.40 total_reward_ma:722.93 loss:-0.04366 fps:1766 +frame:1.72e+06 wall_t:974 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.178 +2026-01-06 18:51:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:720.20 total_reward_ma:723.34 loss:-0.03622 fps:1764 +frame:1.73e+06 wall_t:981 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.272 +2026-01-06 18:51:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:714.80 total_reward_ma:723.69 loss:-0.03812 fps:1763 +frame:1.74e+06 wall_t:987 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.298 +2026-01-06 18:51:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:711.00 total_reward_ma:724.03 loss:-0.03039 fps:1762 +frame:1.75e+06 wall_t:993 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.246 +2026-01-06 18:51:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:707.20 total_reward_ma:724.35 loss:-0.03121 fps:1762 +frame:1.76e+06 wall_t:999 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.291 +2026-01-06 18:51:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:710.60 total_reward_ma:724.70 loss:-0.04124 fps:1759 +frame:1.77e+06 wall_t:1006 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.218 +2026-01-06 18:51:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:711.00 total_reward_ma:725.02 loss:-0.04321 fps:1759 +frame:1.78e+06 wall_t:1012 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.296 +2026-01-06 18:51:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:712.80 total_reward_ma:725.35 loss:-0.04229 fps:1758 +frame:1.79e+06 wall_t:1018 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.159 +2026-01-06 18:51:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:701.00 total_reward_ma:725.55 loss:-0.03981 fps:1758 +frame:1.80e+06 wall_t:1024 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.249 +2026-01-06 18:51:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:698.80 total_reward_ma:725.77 loss:-0.04286 fps:1757 +frame:1.81e+06 wall_t:1030 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.254 +2026-01-06 18:52:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:694.80 total_reward_ma:725.96 loss:-0.03505 fps:1757 +frame:1.82e+06 wall_t:1036 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.227 +2026-01-06 18:52:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:694.00 total_reward_ma:726.14 loss:-0.03631 fps:1756 +frame:1.83e+06 wall_t:1042 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.236 +2026-01-06 18:52:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:698.60 total_reward_ma:726.33 loss:-0.03367 fps:1754 +frame:1.84e+06 wall_t:1049 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.184 +2026-01-06 18:52:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:698.80 total_reward_ma:726.49 loss:-0.02763 fps:1754 +frame:1.85e+06 wall_t:1055 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.151 +2026-01-06 18:52:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:703.60 total_reward_ma:726.72 loss:-0.03208 fps:1753 +frame:1.86e+06 wall_t:1061 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.197 +2026-01-06 18:52:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:703.40 total_reward_ma:726.88 loss:-0.03446 fps:1751 +frame:1.87e+06 wall_t:1068 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.056 +2026-01-06 18:52:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:698.80 total_reward_ma:726.97 loss:-0.03038 fps:1750 +frame:1.88e+06 wall_t:1074 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.084 +2026-01-06 18:52:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:706.20 total_reward_ma:727.14 loss:-0.03235 fps:1750 +frame:1.89e+06 wall_t:1080 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.133 +2026-01-06 18:52:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:706.80 total_reward_ma:727.29 loss:-0.03454 fps:1750 +frame:1.90e+06 wall_t:1086 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.111 +2026-01-06 18:52:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:709.40 total_reward_ma:727.40 loss:-0.02867 fps:1749 +frame:1.91e+06 wall_t:1092 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.14 +2026-01-06 18:53:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:712.80 total_reward_ma:727.51 loss:-0.03615 fps:1749 +frame:1.92e+06 wall_t:1098 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.03 +2026-01-06 18:53:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:723.60 total_reward_ma:727.72 loss:-0.01915 fps:1748 +frame:1.93e+06 wall_t:1104 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.102 +2026-01-06 18:53:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:721.40 total_reward_ma:727.88 loss:-0.03098 fps:1748 +frame:1.94e+06 wall_t:1110 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.017 +2026-01-06 18:53:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:724.60 total_reward_ma:728.09 loss:-0.02238 fps:1747 +frame:1.95e+06 wall_t:1116 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.075 +2026-01-06 18:53:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:731.00 total_reward_ma:728.40 loss:-0.02519 fps:1745 +frame:1.96e+06 wall_t:1123 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.01 +2026-01-06 18:53:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:740.00 total_reward_ma:728.83 loss:-0.02561 fps:1746 +frame:1.97e+06 wall_t:1128 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.983 +2026-01-06 18:53:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:733.20 total_reward_ma:729.27 loss:-0.02025 fps:1744 +frame:1.98e+06 wall_t:1135 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.881 +2026-01-06 18:53:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:751.60 total_reward_ma:729.89 loss:-0.008325 fps:1744 +frame:1.99e+06 wall_t:1141 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.904 +2026-01-06 18:53:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:743.20 total_reward_ma:730.45 loss:-0.01444 fps:1744 +frame:2.00e+06 wall_t:1147 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.826 +2026-01-06 18:54:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:752.40 total_reward_ma:731.15 loss:-0.02096 fps:1743 +frame:2.01e+06 wall_t:1153 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.891 +2026-01-06 18:54:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:756.80 total_reward_ma:731.97 loss:-0.01935 fps:1743 +frame:2.02e+06 wall_t:1159 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.803 +2026-01-06 18:54:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:779.20 total_reward_ma:733.04 loss:-0.01184 fps:1742 +frame:2.03e+06 wall_t:1165 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.007 +2026-01-06 18:54:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:790.80 total_reward_ma:734.19 loss:-0.01698 fps:1741 +frame:2.04e+06 wall_t:1172 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.923 +2026-01-06 18:54:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:804.60 total_reward_ma:735.44 loss:-0.01935 fps:1742 +frame:2.05e+06 wall_t:1177 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.899 +2026-01-06 18:54:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:812.20 total_reward_ma:736.73 loss:-0.01939 fps:1740 +frame:2.06e+06 wall_t:1184 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.717 +2026-01-06 18:54:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:828.60 total_reward_ma:738.13 loss:-0.006561 fps:1739 +frame:2.07e+06 wall_t:1190 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.843 +2026-01-06 18:54:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:840.80 total_reward_ma:739.58 loss:-0.02421 fps:1739 +frame:2.08e+06 wall_t:1196 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.828 +2026-01-06 18:54:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:853.60 total_reward_ma:741.17 loss:-0.02361 fps:1739 +frame:2.09e+06 wall_t:1202 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.728 +2026-01-06 18:54:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:878.80 total_reward_ma:743.02 loss:-0.01453 fps:1738 +frame:2.10e+06 wall_t:1208 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.942 +2026-01-06 18:55:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:896.80 total_reward_ma:745.02 loss:-0.03099 fps:1737 +frame:2.11e+06 wall_t:1215 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.9 +2026-01-06 18:55:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:902.80 total_reward_ma:747.08 loss:-0.006497 fps:1736 +frame:2.12e+06 wall_t:1221 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.807 +2026-01-06 18:55:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:923.20 total_reward_ma:749.34 loss:-0.005308 fps:1736 +frame:2.13e+06 wall_t:1227 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.741 +2026-01-06 18:55:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:937.80 total_reward_ma:751.72 loss:-0.007926 fps:1736 +frame:2.14e+06 wall_t:1233 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.733 +2026-01-06 18:55:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:948.60 total_reward_ma:754.08 loss:-0.02875 fps:1735 +frame:2.15e+06 wall_t:1239 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.67 +2026-01-06 18:55:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:971.00 total_reward_ma:756.61 loss:-0.009103 fps:1735 +frame:2.16e+06 wall_t:1245 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.754 +2026-01-06 18:55:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:994.20 total_reward_ma:759.30 loss:-0.0118 fps:1733 +frame:2.17e+06 wall_t:1252 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.761 +2026-01-06 18:55:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1000.80 total_reward_ma:761.98 loss:-0.02902 fps:1733 +frame:2.18e+06 wall_t:1258 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.641 +2026-01-06 18:55:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1023.60 total_reward_ma:764.87 loss:-0.01361 fps:1731 +frame:2.19e+06 wall_t:1265 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.586 +2026-01-06 18:55:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1046.00 total_reward_ma:767.93 loss:-0.01521 fps:1730 +frame:2.20e+06 wall_t:1272 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.707 +2026-01-06 18:56:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1048.40 total_reward_ma:770.91 loss:-0.02875 fps:1729 +frame:2.21e+06 wall_t:1278 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.723 +2026-01-06 18:56:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1083.20 total_reward_ma:774.14 loss:-0.02664 fps:1729 +frame:2.22e+06 wall_t:1284 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.837 +2026-01-06 18:56:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1094.80 total_reward_ma:777.43 loss:-0.02402 fps:1729 +frame:2.23e+06 wall_t:1290 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.729 +2026-01-06 18:56:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1102.40 total_reward_ma:780.82 loss:-0.01788 fps:1728 +frame:2.24e+06 wall_t:1296 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.784 +2026-01-06 18:56:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1117.40 total_reward_ma:784.41 loss:-0.02201 fps:1727 +frame:2.25e+06 wall_t:1303 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.737 +2026-01-06 18:56:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1134.80 total_reward_ma:788.18 loss:-0.0141 fps:1727 +frame:2.26e+06 wall_t:1309 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.636 +2026-01-06 18:56:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1142.60 total_reward_ma:792.05 loss:-0.01548 fps:1726 +frame:2.27e+06 wall_t:1315 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.671 +2026-01-06 18:56:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1142.60 total_reward_ma:795.96 loss:-0.02104 fps:1726 +frame:2.28e+06 wall_t:1321 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.726 +2026-01-06 18:56:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1174.00 total_reward_ma:800.22 loss:-0.02612 fps:1726 +frame:2.29e+06 wall_t:1327 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.717 +2026-01-06 18:57:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1188.20 total_reward_ma:804.61 loss:-0.01886 fps:1724 +frame:2.30e+06 wall_t:1334 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.793 +2026-01-06 18:57:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1188.80 total_reward_ma:809.02 loss:-0.0148 fps:1724 +frame:2.31e+06 wall_t:1340 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.74 +2026-01-06 18:57:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1218.00 total_reward_ma:813.70 loss:-0.00599 fps:1724 +frame:2.32e+06 wall_t:1346 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.774 +2026-01-06 18:57:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1240.00 total_reward_ma:818.54 loss:-0.02783 fps:1723 +frame:2.33e+06 wall_t:1352 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.724 +2026-01-06 18:57:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1254.00 total_reward_ma:823.49 loss:-0.01412 fps:1722 +frame:2.34e+06 wall_t:1359 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.732 +2026-01-06 18:57:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1260.20 total_reward_ma:828.48 loss:-0.003757 fps:1722 +frame:2.35e+06 wall_t:1365 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.607 +2026-01-06 18:57:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1281.00 total_reward_ma:833.71 loss:-0.0166 fps:1721 +frame:2.36e+06 wall_t:1371 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.534 +2026-01-06 18:57:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1282.40 total_reward_ma:838.95 loss:-0.02823 fps:1721 +frame:2.37e+06 wall_t:1377 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.636 +2026-01-06 18:57:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1286.60 total_reward_ma:844.22 loss:-0.0203 fps:1721 +frame:2.38e+06 wall_t:1383 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.494 +2026-01-06 18:57:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1300.20 total_reward_ma:849.64 loss:-0.004918 fps:1721 +frame:2.39e+06 wall_t:1389 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.666 +2026-01-06 18:58:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1305.00 total_reward_ma:855.09 loss:-0.01908 fps:1719 +frame:2.40e+06 wall_t:1396 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.648 +2026-01-06 18:58:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1312.80 total_reward_ma:860.61 loss:-0.02686 fps:1719 +frame:2.41e+06 wall_t:1402 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.57 +2026-01-06 18:58:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1309.40 total_reward_ma:866.16 loss:-0.02015 fps:1719 +frame:2.42e+06 wall_t:1408 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.512 +2026-01-06 18:58:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1312.00 total_reward_ma:871.75 loss:-0.005725 fps:1719 +frame:2.43e+06 wall_t:1414 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.501 +2026-01-06 18:58:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1321.60 total_reward_ma:877.36 loss:-0.03045 fps:1717 +frame:2.44e+06 wall_t:1421 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.674 +2026-01-06 18:58:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1310.40 total_reward_ma:882.86 loss:-0.02549 fps:1717 +frame:2.45e+06 wall_t:1427 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.486 +2026-01-06 18:58:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1313.60 total_reward_ma:888.35 loss:-0.01249 fps:1717 +frame:2.46e+06 wall_t:1433 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.623 +2026-01-06 18:58:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1323.60 total_reward_ma:893.96 loss:-0.02488 fps:1716 +frame:2.47e+06 wall_t:1439 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.729 +2026-01-06 18:58:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1341.20 total_reward_ma:899.67 loss:-0.01922 fps:1716 +frame:2.48e+06 wall_t:1445 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.672 +2026-01-06 18:58:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1344.00 total_reward_ma:905.41 loss:-0.01585 fps:1716 +frame:2.49e+06 wall_t:1451 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.652 +2026-01-06 18:59:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1346.40 total_reward_ma:911.18 loss:-0.02465 fps:1716 +frame:2.50e+06 wall_t:1457 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.669 +2026-01-06 18:59:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1359.00 total_reward_ma:917.09 loss:-0.02696 fps:1716 +frame:2.51e+06 wall_t:1463 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.646 +2026-01-06 18:59:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1357.80 total_reward_ma:922.98 loss:-0.02333 fps:1714 +frame:2.52e+06 wall_t:1470 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.622 +2026-01-06 18:59:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1356.40 total_reward_ma:928.93 loss:-0.02917 fps:1714 +frame:2.53e+06 wall_t:1476 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.564 +2026-01-06 18:59:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1362.60 total_reward_ma:934.97 loss:-0.01483 fps:1714 +frame:2.54e+06 wall_t:1482 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.615 +2026-01-06 18:59:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1369.60 total_reward_ma:941.10 loss:-0.008651 fps:1713 +frame:2.55e+06 wall_t:1489 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.563 +2026-01-06 18:59:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1364.60 total_reward_ma:947.19 loss:-0.01932 fps:1712 +frame:2.56e+06 wall_t:1495 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.598 +2026-01-06 18:59:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1368.80 total_reward_ma:953.35 loss:-0.01025 fps:1712 +frame:2.57e+06 wall_t:1501 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.649 +2026-01-06 18:59:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1370.00 total_reward_ma:959.60 loss:-0.03032 fps:1712 +frame:2.58e+06 wall_t:1507 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.51 +2026-01-06 19:00:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1387.60 total_reward_ma:966.03 loss:-0.0257 fps:1712 +frame:2.59e+06 wall_t:1513 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.492 +2026-01-06 19:00:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1383.40 total_reward_ma:972.51 loss:-0.011 fps:1711 +frame:2.60e+06 wall_t:1520 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.537 +2026-01-06 19:00:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1383.80 total_reward_ma:978.99 loss:-0.001978 fps:1710 +frame:2.61e+06 wall_t:1526 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.489 +2026-01-06 19:00:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1396.00 total_reward_ma:985.60 loss:0.00604 fps:1710 +frame:2.62e+06 wall_t:1532 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.466 +2026-01-06 19:00:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1399.60 total_reward_ma:992.22 loss:-0.02681 fps:1710 +frame:2.63e+06 wall_t:1538 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.525 +2026-01-06 19:00:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1407.20 total_reward_ma:998.91 loss:-0.02114 fps:1709 +frame:2.64e+06 wall_t:1545 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.518 +2026-01-06 19:00:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1413.20 total_reward_ma:1005.62 loss:-0.02335 fps:1710 +frame:2.65e+06 wall_t:1550 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.473 +2026-01-06 19:00:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1428.80 total_reward_ma:1012.53 loss:-0.01532 fps:1708 +frame:2.66e+06 wall_t:1557 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.579 +2026-01-06 19:00:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1432.40 total_reward_ma:1019.52 loss:-0.02718 fps:1708 +frame:2.67e+06 wall_t:1563 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.564 +2026-01-06 19:00:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1431.80 total_reward_ma:1026.59 loss:-0.02524 fps:1708 +frame:2.68e+06 wall_t:1569 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.539 +2026-01-06 19:01:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1430.40 total_reward_ma:1033.66 loss:-0.02723 fps:1708 +frame:2.69e+06 wall_t:1575 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.586 +2026-01-06 19:01:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1435.40 total_reward_ma:1040.79 loss:-0.009814 fps:1708 +frame:2.70e+06 wall_t:1581 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.592 +2026-01-06 19:01:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1443.20 total_reward_ma:1048.05 loss:-0.0153 fps:1707 +frame:2.71e+06 wall_t:1588 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.593 +2026-01-06 19:01:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1442.20 total_reward_ma:1055.29 loss:-0.009576 fps:1706 +frame:2.72e+06 wall_t:1594 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.528 +2026-01-06 19:01:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1433.20 total_reward_ma:1062.42 loss:-0.0295 fps:1706 +frame:2.73e+06 wall_t:1600 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.494 +2026-01-06 19:01:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1434.20 total_reward_ma:1069.62 loss:-0.02707 fps:1706 +frame:2.74e+06 wall_t:1606 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.453 +2026-01-06 19:01:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1434.80 total_reward_ma:1076.85 loss:-0.02861 fps:1706 +frame:2.75e+06 wall_t:1612 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.535 +2026-01-06 19:01:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1443.80 total_reward_ma:1084.22 loss:-0.02587 fps:1706 +frame:2.76e+06 wall_t:1618 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.653 +2026-01-06 19:01:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1452.80 total_reward_ma:1091.64 loss:-0.01855 fps:1705 +frame:2.77e+06 wall_t:1625 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.684 +2026-01-06 19:01:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1454.00 total_reward_ma:1099.07 loss:-0.02988 fps:1704 +frame:2.78e+06 wall_t:1631 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.546 +2026-01-06 19:02:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1450.20 total_reward_ma:1106.45 loss:-0.0263 fps:1704 +frame:2.79e+06 wall_t:1637 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.471 +2026-01-06 19:02:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1444.20 total_reward_ma:1113.88 loss:-0.02068 fps:1703 +frame:2.80e+06 wall_t:1644 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.609 +2026-01-06 19:02:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1450.20 total_reward_ma:1121.39 loss:-0.01662 fps:1702 +frame:2.81e+06 wall_t:1651 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.574 +2026-01-06 19:02:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1452.40 total_reward_ma:1128.97 loss:0.002112 fps:1702 +frame:2.82e+06 wall_t:1657 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.609 +2026-01-06 19:02:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1448.60 total_reward_ma:1136.51 loss:-0.02679 fps:1702 +frame:2.83e+06 wall_t:1663 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.618 +2026-01-06 19:02:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1448.80 total_reward_ma:1144.02 loss:-0.03075 fps:1702 +frame:2.84e+06 wall_t:1669 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.775 +2026-01-06 19:02:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1453.60 total_reward_ma:1151.56 loss:-0.03047 fps:1700 +frame:2.85e+06 wall_t:1676 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.65 +2026-01-06 19:02:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1454.40 total_reward_ma:1159.07 loss:0.006477 fps:1700 +frame:2.86e+06 wall_t:1682 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.6 +2026-01-06 19:02:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1458.20 total_reward_ma:1166.62 loss:-0.03298 fps:1700 +frame:2.87e+06 wall_t:1688 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.578 +2026-01-06 19:03:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1460.60 total_reward_ma:1174.24 loss:-0.01112 fps:1699 +frame:2.88e+06 wall_t:1695 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.642 +2026-01-06 19:03:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1466.40 total_reward_ma:1181.84 loss:-0.02736 fps:1699 +frame:2.89e+06 wall_t:1701 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.626 +2026-01-06 19:03:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1469.80 total_reward_ma:1189.47 loss:-0.0247 fps:1699 +frame:2.90e+06 wall_t:1707 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.644 +2026-01-06 19:03:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1470.40 total_reward_ma:1197.08 loss:-0.01449 fps:1699 +frame:2.91e+06 wall_t:1713 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.532 +2026-01-06 19:03:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1465.40 total_reward_ma:1204.61 loss:-0.02728 fps:1699 +frame:2.92e+06 wall_t:1719 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.63 +2026-01-06 19:03:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1471.80 total_reward_ma:1212.09 loss:-0.02675 fps:1699 +frame:2.93e+06 wall_t:1725 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.527 +2026-01-06 19:03:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1484.80 total_reward_ma:1219.72 loss:-0.01754 fps:1697 +frame:2.94e+06 wall_t:1732 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.539 +2026-01-06 19:03:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1482.60 total_reward_ma:1227.30 loss:0.01228 fps:1697 +frame:2.95e+06 wall_t:1738 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.647 +2026-01-06 19:03:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1481.60 total_reward_ma:1234.81 loss:-0.02883 fps:1697 +frame:2.96e+06 wall_t:1744 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.59 +2026-01-06 19:03:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1475.80 total_reward_ma:1242.17 loss:-0.01806 fps:1697 +frame:2.97e+06 wall_t:1750 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.603 +2026-01-06 19:04:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1480.00 total_reward_ma:1249.63 loss:-0.01413 fps:1696 +frame:2.98e+06 wall_t:1757 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.579 +2026-01-06 19:04:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1489.00 total_reward_ma:1257.01 loss:-0.01035 fps:1696 +frame:2.99e+06 wall_t:1763 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.564 +2026-01-06 19:04:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1496.00 total_reward_ma:1264.54 loss:-0.02861 fps:1696 +frame:3.00e+06 wall_t:1769 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.632 +2026-01-06 19:04:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1500.80 total_reward_ma:1272.02 loss:-0.02833 fps:1695 +frame:3.01e+06 wall_t:1776 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.577 +2026-01-06 19:04:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1494.00 total_reward_ma:1279.39 loss:-0.02812 fps:1695 +frame:3.02e+06 wall_t:1782 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.675 +2026-01-06 19:04:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1493.80 total_reward_ma:1286.54 loss:-0.03073 fps:1695 +frame:3.03e+06 wall_t:1788 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.626 +2026-01-06 19:04:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1497.40 total_reward_ma:1293.60 loss:-0.01296 fps:1694 +frame:3.04e+06 wall_t:1795 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.577 +2026-01-06 19:04:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1498.80 total_reward_ma:1300.55 loss:-0.01934 fps:1694 +frame:3.05e+06 wall_t:1801 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.627 +2026-01-06 19:04:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1509.20 total_reward_ma:1307.52 loss:-0.0245 fps:1693 +frame:3.06e+06 wall_t:1807 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.644 +2026-01-06 19:05:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1508.00 total_reward_ma:1314.31 loss:-0.03313 fps:1693 +frame:3.07e+06 wall_t:1813 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.597 +2026-01-06 19:05:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1509.00 total_reward_ma:1320.99 loss:-0.015 fps:1693 +frame:3.08e+06 wall_t:1819 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.54 +2026-01-06 19:05:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1505.60 total_reward_ma:1327.51 loss:-0.02672 fps:1693 +frame:3.09e+06 wall_t:1825 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.447 +2026-01-06 19:05:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1510.80 total_reward_ma:1333.83 loss:-0.02898 fps:1692 +frame:3.10e+06 wall_t:1832 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.501 +2026-01-06 19:05:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1506.00 total_reward_ma:1339.92 loss:-0.01749 fps:1692 +frame:3.11e+06 wall_t:1838 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.615 +2026-01-06 19:05:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1509.80 total_reward_ma:1345.99 loss:-0.03049 fps:1691 +frame:3.12e+06 wall_t:1845 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.592 +2026-01-06 19:05:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1511.20 total_reward_ma:1351.87 loss:-0.02819 fps:1691 +frame:3.13e+06 wall_t:1851 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.542 +2026-01-06 19:05:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1515.60 total_reward_ma:1357.65 loss:-0.03385 fps:1691 +frame:3.14e+06 wall_t:1857 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.603 +2026-01-06 19:05:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1520.20 total_reward_ma:1363.37 loss:-0.02743 fps:1691 +frame:3.15e+06 wall_t:1863 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.589 +2026-01-06 19:05:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1525.00 total_reward_ma:1368.91 loss:-0.0298 fps:1691 +frame:3.16e+06 wall_t:1869 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.64 +2026-01-06 19:06:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1533.20 total_reward_ma:1374.30 loss:-0.03382 fps:1691 +frame:3.17e+06 wall_t:1875 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.656 +2026-01-06 19:06:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1539.00 total_reward_ma:1379.68 loss:-0.03063 fps:1691 +frame:3.18e+06 wall_t:1881 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.621 +2026-01-06 19:06:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1539.80 total_reward_ma:1384.84 loss:-0.03374 fps:1690 +frame:3.19e+06 wall_t:1888 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.69 +2026-01-06 19:06:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1538.60 total_reward_ma:1389.77 loss:-0.03174 fps:1690 +frame:3.20e+06 wall_t:1894 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.576 +2026-01-06 19:06:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1543.40 total_reward_ma:1394.72 loss:-0.02328 fps:1689 +frame:3.21e+06 wall_t:1900 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.617 +2026-01-06 19:06:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1546.20 total_reward_ma:1399.35 loss:-0.0269 fps:1689 +frame:3.22e+06 wall_t:1906 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.531 +2026-01-06 19:06:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1546.40 total_reward_ma:1403.86 loss:-0.01554 fps:1689 +frame:3.23e+06 wall_t:1912 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.703 +2026-01-06 19:06:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1566.60 total_reward_ma:1408.51 loss:-0.02077 fps:1689 +frame:3.24e+06 wall_t:1918 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.539 +2026-01-06 19:06:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1565.20 total_reward_ma:1412.98 loss:-0.0338 fps:1689 +frame:3.25e+06 wall_t:1924 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.68 +2026-01-06 19:06:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1568.00 total_reward_ma:1417.32 loss:-0.02809 fps:1689 +frame:3.26e+06 wall_t:1930 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.582 +2026-01-06 19:07:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1565.20 total_reward_ma:1421.54 loss:-0.02452 fps:1689 +frame:3.27e+06 wall_t:1936 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.651 +2026-01-06 19:07:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1573.20 total_reward_ma:1425.85 loss:-0.02485 fps:1688 +frame:3.28e+06 wall_t:1943 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.634 +2026-01-06 19:07:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1573.40 total_reward_ma:1429.84 loss:-0.03092 fps:1688 +frame:3.29e+06 wall_t:1949 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.492 +2026-01-06 19:07:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1574.80 total_reward_ma:1433.71 loss:-0.02676 fps:1688 +frame:3.30e+06 wall_t:1955 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.594 +2026-01-06 19:07:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1578.60 total_reward_ma:1437.61 loss:-0.02868 fps:1688 +frame:3.31e+06 wall_t:1961 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.656 +2026-01-06 19:07:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1580.80 total_reward_ma:1441.23 loss:-0.02873 fps:1688 +frame:3.32e+06 wall_t:1967 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.706 +2026-01-06 19:07:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1578.00 total_reward_ma:1444.61 loss:-0.03208 fps:1688 +frame:3.33e+06 wall_t:1973 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.646 +2026-01-06 19:07:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1583.60 total_reward_ma:1447.91 loss:-0.01548 fps:1688 +frame:3.34e+06 wall_t:1979 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.599 +2026-01-06 19:07:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1585.40 total_reward_ma:1451.16 loss:-0.03474 fps:1688 +frame:3.35e+06 wall_t:1985 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.494 +2026-01-06 19:07:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1586.40 total_reward_ma:1454.22 loss:-0.03162 fps:1688 +frame:3.36e+06 wall_t:1991 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.643 +2026-01-06 19:08:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1582.20 total_reward_ma:1457.21 loss:-0.02865 fps:1687 +frame:3.37e+06 wall_t:1998 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.55 +2026-01-06 19:08:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1585.60 total_reward_ma:1460.20 loss:-0.03168 fps:1687 +frame:3.38e+06 wall_t:2004 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.63 +2026-01-06 19:08:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1583.60 total_reward_ma:1463.04 loss:-0.01665 fps:1687 +frame:3.39e+06 wall_t:2010 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.542 +2026-01-06 19:08:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1584.00 total_reward_ma:1465.83 loss:-0.03169 fps:1687 +frame:3.40e+06 wall_t:2016 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.569 +2026-01-06 19:08:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1591.60 total_reward_ma:1468.62 loss:-0.0303 fps:1686 +frame:3.41e+06 wall_t:2022 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.494 +2026-01-06 19:08:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1592.80 total_reward_ma:1471.45 loss:-0.00801 fps:1686 +frame:3.42e+06 wall_t:2028 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.608 +2026-01-06 19:08:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1588.40 total_reward_ma:1474.21 loss:-0.02729 fps:1686 +frame:3.43e+06 wall_t:2034 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.662 +2026-01-06 19:08:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1592.00 total_reward_ma:1476.92 loss:-0.03222 fps:1686 +frame:3.44e+06 wall_t:2040 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.45 +2026-01-06 19:08:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1593.60 total_reward_ma:1479.75 loss:-0.0148 fps:1686 +frame:3.45e+06 wall_t:2046 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.664 +2026-01-06 19:08:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1602.40 total_reward_ma:1482.64 loss:-0.01176 fps:1686 +frame:3.46e+06 wall_t:2052 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.792 +2026-01-06 19:09:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1597.80 total_reward_ma:1485.38 loss:-0.02929 fps:1686 +frame:3.47e+06 wall_t:2058 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.573 +2026-01-06 19:09:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1605.60 total_reward_ma:1488.02 loss:-0.02727 fps:1687 +frame:3.48e+06 wall_t:2063 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.564 +2026-01-06 19:09:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1601.40 total_reward_ma:1490.60 loss:-0.01282 fps:1687 +frame:3.49e+06 wall_t:2069 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.573 +2026-01-06 19:09:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1605.40 total_reward_ma:1493.19 loss:-0.03084 fps:1688 +frame:3.50e+06 wall_t:2074 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.627 +2026-01-06 19:09:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1606.20 total_reward_ma:1495.66 loss:-0.03225 fps:1688 +frame:3.51e+06 wall_t:2079 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.576 +2026-01-06 19:09:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1611.60 total_reward_ma:1498.20 loss:-0.01964 fps:1688 +frame:3.52e+06 wall_t:2085 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.591 +2026-01-06 19:09:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1611.60 total_reward_ma:1500.75 loss:-0.03027 fps:1688 +frame:3.53e+06 wall_t:2091 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.468 +2026-01-06 19:09:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1611.40 total_reward_ma:1503.24 loss:-0.03184 fps:1689 +frame:3.54e+06 wall_t:2096 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.535 +2026-01-06 19:09:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1621.80 total_reward_ma:1505.76 loss:-0.01455 fps:1689 +frame:3.55e+06 wall_t:2102 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.528 +2026-01-06 19:09:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1625.20 total_reward_ma:1508.37 loss:-0.03388 fps:1689 +frame:3.56e+06 wall_t:2108 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.549 +2026-01-06 19:10:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1623.80 total_reward_ma:1510.92 loss:-0.03084 fps:1689 +frame:3.57e+06 wall_t:2114 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.515 +2026-01-06 19:10:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1628.60 total_reward_ma:1513.50 loss:-0.0319 fps:1688 +frame:3.58e+06 wall_t:2121 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.533 +2026-01-06 19:10:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1634.20 total_reward_ma:1515.97 loss:-0.03193 fps:1689 +frame:3.59e+06 wall_t:2126 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.591 +2026-01-06 19:10:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1633.60 total_reward_ma:1518.47 loss:-0.02888 fps:1689 +frame:3.60e+06 wall_t:2132 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.703 +2026-01-06 19:10:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1631.80 total_reward_ma:1520.95 loss:-0.02861 fps:1688 +frame:3.61e+06 wall_t:2138 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.569 +2026-01-06 19:10:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1631.20 total_reward_ma:1523.30 loss:-0.01429 fps:1689 +frame:3.62e+06 wall_t:2143 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.605 +2026-01-06 19:10:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1636.00 total_reward_ma:1525.67 loss:-0.03296 fps:1689 +frame:3.63e+06 wall_t:2149 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.655 +2026-01-06 19:10:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1638.00 total_reward_ma:1527.97 loss:-0.02737 fps:1689 +frame:3.64e+06 wall_t:2155 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.727 +2026-01-06 19:10:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1644.00 total_reward_ma:1530.28 loss:-0.02948 fps:1690 +frame:3.65e+06 wall_t:2160 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.7 +2026-01-06 19:10:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1646.00 total_reward_ma:1532.45 loss:-0.0348 fps:1690 +frame:3.66e+06 wall_t:2166 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.546 +2026-01-06 19:10:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1644.40 total_reward_ma:1534.57 loss:-0.0129 fps:1690 +frame:3.67e+06 wall_t:2171 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.675 +2026-01-06 19:11:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1650.20 total_reward_ma:1536.76 loss:-0.01596 fps:1691 +frame:3.68e+06 wall_t:2176 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.632 +2026-01-06 19:11:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1651.20 total_reward_ma:1538.97 loss:-0.03402 fps:1691 +frame:3.69e+06 wall_t:2182 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.489 +2026-01-06 19:11:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1655.60 total_reward_ma:1541.17 loss:-0.02797 fps:1692 +frame:3.70e+06 wall_t:2187 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.628 +2026-01-06 19:11:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1656.80 total_reward_ma:1543.30 loss:-0.02846 fps:1693 +frame:3.71e+06 wall_t:2192 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.548 +2026-01-06 19:11:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1653.80 total_reward_ma:1545.42 loss:-0.01424 fps:1692 +frame:3.72e+06 wall_t:2198 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.498 +2026-01-06 19:11:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1660.80 total_reward_ma:1547.70 loss:-0.03149 fps:1692 +frame:3.73e+06 wall_t:2204 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.604 +2026-01-06 19:11:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1661.00 total_reward_ma:1549.96 loss:-0.03099 fps:1693 +frame:3.74e+06 wall_t:2209 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.613 +2026-01-06 19:11:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1664.20 total_reward_ma:1552.26 loss:-0.03566 fps:1694 +frame:3.75e+06 wall_t:2214 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.666 +2026-01-06 19:11:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1666.20 total_reward_ma:1554.48 loss:-0.03078 fps:1694 +frame:3.76e+06 wall_t:2219 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.683 +2026-01-06 19:11:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1666.80 total_reward_ma:1556.62 loss:-0.01029 fps:1694 +frame:3.77e+06 wall_t:2225 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.572 +2026-01-06 19:11:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1668.00 total_reward_ma:1558.76 loss:-0.03246 fps:1695 +frame:3.78e+06 wall_t:2230 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.636 +2026-01-06 19:12:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1658.20 total_reward_ma:1560.84 loss:-0.02954 fps:1695 +frame:3.79e+06 wall_t:2236 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.53 +2026-01-06 19:12:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1663.80 total_reward_ma:1563.04 loss:-0.02997 fps:1696 +frame:3.80e+06 wall_t:2241 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.517 +2026-01-06 19:12:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1663.20 total_reward_ma:1565.17 loss:-0.03233 fps:1696 +frame:3.81e+06 wall_t:2247 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.566 +2026-01-06 19:12:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1666.60 total_reward_ma:1567.31 loss:-0.0329 fps:1696 +frame:3.82e+06 wall_t:2252 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.562 +2026-01-06 19:12:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1669.80 total_reward_ma:1569.52 loss:-0.02847 fps:1697 +frame:3.83e+06 wall_t:2257 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.542 +2026-01-06 19:12:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1672.20 total_reward_ma:1571.76 loss:-0.03442 fps:1697 +frame:3.84e+06 wall_t:2263 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.582 +2026-01-06 19:12:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1673.00 total_reward_ma:1573.95 loss:-0.02721 fps:1698 +frame:3.85e+06 wall_t:2267 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.571 +2026-01-06 19:12:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1673.20 total_reward_ma:1576.14 loss:-0.02811 fps:1698 +frame:3.86e+06 wall_t:2273 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.64 +2026-01-06 19:12:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1671.80 total_reward_ma:1578.27 loss:-0.01857 fps:1699 +frame:3.87e+06 wall_t:2278 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.478 +2026-01-06 19:12:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1672.40 total_reward_ma:1580.39 loss:-0.03134 fps:1700 +frame:3.88e+06 wall_t:2283 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.439 +2026-01-06 19:12:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1674.80 total_reward_ma:1582.48 loss:-0.008856 fps:1700 +frame:3.89e+06 wall_t:2288 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.551 +2026-01-06 19:13:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1667.60 total_reward_ma:1584.45 loss:-0.03094 fps:1700 +frame:3.90e+06 wall_t:2294 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.496 +2026-01-06 19:13:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1676.20 total_reward_ma:1586.51 loss:-0.0218 fps:1701 +frame:3.91e+06 wall_t:2299 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.555 +2026-01-06 19:13:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1676.40 total_reward_ma:1588.62 loss:-0.03338 fps:1701 +frame:3.92e+06 wall_t:2305 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.612 +2026-01-06 19:13:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1674.60 total_reward_ma:1590.65 loss:-0.03151 fps:1701 +frame:3.93e+06 wall_t:2310 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.59 +2026-01-06 19:13:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1679.00 total_reward_ma:1592.59 loss:-0.033 fps:1701 +frame:3.94e+06 wall_t:2316 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.699 +2026-01-06 19:13:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1676.40 total_reward_ma:1594.53 loss:-0.02985 fps:1702 +frame:3.95e+06 wall_t:2321 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.563 +2026-01-06 19:13:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1678.60 total_reward_ma:1596.50 loss:-0.03332 fps:1702 +frame:3.96e+06 wall_t:2327 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.485 +2026-01-06 19:13:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1680.40 total_reward_ma:1598.55 loss:-0.0289 fps:1702 +frame:3.97e+06 wall_t:2332 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.474 +2026-01-06 19:13:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1678.80 total_reward_ma:1600.53 loss:-0.03442 fps:1702 +frame:3.98e+06 wall_t:2338 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.567 +2026-01-06 19:13:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1681.20 total_reward_ma:1602.46 loss:-0.02508 fps:1703 +frame:3.99e+06 wall_t:2343 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.556 +2026-01-06 19:13:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1675.60 total_reward_ma:1604.25 loss:-0.007816 fps:1703 +frame:4.00e+06 wall_t:2349 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.605 +2026-01-06 19:14:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1686.60 total_reward_ma:1606.11 loss:-0.03185 fps:1703 +frame:4.01e+06 wall_t:2354 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.549 +2026-01-06 19:14:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1685.00 total_reward_ma:1608.02 loss:-0.03214 fps:1704 +frame:4.02e+06 wall_t:2359 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.598 +2026-01-06 19:14:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1682.60 total_reward_ma:1609.91 loss:-0.01478 fps:1705 +frame:4.03e+06 wall_t:2364 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.593 +2026-01-06 19:14:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1679.80 total_reward_ma:1611.73 loss:-0.01852 fps:1705 +frame:4.04e+06 wall_t:2369 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.592 +2026-01-06 19:14:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1681.40 total_reward_ma:1613.56 loss:-0.03588 fps:1705 +frame:4.05e+06 wall_t:2375 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.564 +2026-01-06 19:14:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1684.00 total_reward_ma:1615.31 loss:-0.0306 fps:1706 +frame:4.06e+06 wall_t:2380 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.44 +2026-01-06 19:14:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1682.80 total_reward_ma:1617.05 loss:-0.02959 fps:1706 +frame:4.07e+06 wall_t:2385 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.584 +2026-01-06 19:14:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1684.40 total_reward_ma:1618.81 loss:-0.03065 fps:1706 +frame:4.08e+06 wall_t:2391 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.436 +2026-01-06 19:14:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1684.40 total_reward_ma:1620.60 loss:-0.03034 fps:1707 +frame:4.09e+06 wall_t:2396 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.46 +2026-01-06 19:14:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1686.00 total_reward_ma:1622.35 loss:-0.03164 fps:1708 +frame:4.10e+06 wall_t:2401 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.467 +2026-01-06 19:14:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1682.20 total_reward_ma:1624.11 loss:-0.03134 fps:1708 +frame:4.11e+06 wall_t:2407 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.449 +2026-01-06 19:14:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1682.00 total_reward_ma:1625.83 loss:-0.02865 fps:1708 +frame:4.12e+06 wall_t:2412 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.576 +2026-01-06 19:15:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1681.80 total_reward_ma:1627.54 loss:-0.03499 fps:1709 +frame:4.13e+06 wall_t:2417 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.61 +2026-01-06 19:15:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1682.60 total_reward_ma:1629.21 loss:-0.03298 fps:1709 +frame:4.14e+06 wall_t:2423 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.575 +2026-01-06 19:15:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1683.00 total_reward_ma:1630.84 loss:-0.03325 fps:1709 +frame:4.15e+06 wall_t:2429 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.481 +2026-01-06 19:15:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1683.80 total_reward_ma:1632.42 loss:-0.03472 fps:1709 +frame:4.16e+06 wall_t:2434 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.513 +2026-01-06 19:15:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1675.40 total_reward_ma:1633.85 loss:-0.006925 fps:1709 +frame:4.17e+06 wall_t:2440 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.59 +2026-01-06 19:15:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1680.60 total_reward_ma:1635.26 loss:-0.03098 fps:1709 +frame:4.18e+06 wall_t:2446 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.524 +2026-01-06 19:15:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1678.40 total_reward_ma:1636.65 loss:-0.01553 fps:1710 +frame:4.19e+06 wall_t:2451 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.549 +2026-01-06 19:15:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1679.60 total_reward_ma:1638.06 loss:-0.03339 fps:1710 +frame:4.20e+06 wall_t:2456 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.539 +2026-01-06 19:15:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1672.80 total_reward_ma:1639.35 loss:-0.03537 fps:1710 +frame:4.21e+06 wall_t:2462 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.561 +2026-01-06 19:15:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1679.20 total_reward_ma:1640.68 loss:-0.02367 fps:1711 +frame:4.22e+06 wall_t:2467 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.557 +2026-01-06 19:16:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1679.60 total_reward_ma:1642.01 loss:-0.03699 fps:1710 +frame:4.23e+06 wall_t:2473 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.727 +2026-01-06 19:16:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1679.20 total_reward_ma:1643.14 loss:-0.01818 fps:1711 +frame:4.24e+06 wall_t:2478 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.599 +2026-01-06 19:16:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1681.40 total_reward_ma:1644.30 loss:-0.01952 fps:1711 +frame:4.25e+06 wall_t:2484 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.672 +2026-01-06 19:16:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1684.00 total_reward_ma:1645.46 loss:-0.03364 fps:1712 +frame:4.26e+06 wall_t:2489 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.486 +2026-01-06 19:16:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1681.60 total_reward_ma:1646.63 loss:-0.03052 fps:1712 +frame:4.27e+06 wall_t:2494 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.551 +2026-01-06 19:16:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1682.00 total_reward_ma:1647.71 loss:-0.03084 fps:1713 +frame:4.28e+06 wall_t:2499 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.469 +2026-01-06 19:16:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1680.20 total_reward_ma:1648.78 loss:-0.03451 fps:1713 +frame:4.29e+06 wall_t:2505 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.552 +2026-01-06 19:16:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1681.40 total_reward_ma:1649.85 loss:-0.03032 fps:1713 +frame:4.30e+06 wall_t:2510 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.552 +2026-01-06 19:16:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1683.00 total_reward_ma:1650.89 loss:-0.03314 fps:1713 +frame:4.31e+06 wall_t:2516 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.714 +2026-01-06 19:16:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1689.60 total_reward_ma:1651.98 loss:-0.03695 fps:1714 +frame:4.32e+06 wall_t:2521 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.689 +2026-01-06 19:16:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1690.00 total_reward_ma:1653.10 loss:-0.03525 fps:1714 +frame:4.33e+06 wall_t:2526 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.568 +2026-01-06 19:16:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1693.00 total_reward_ma:1654.19 loss:-0.03296 fps:1714 +frame:4.34e+06 wall_t:2532 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.557 +2026-01-06 19:17:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1694.40 total_reward_ma:1655.28 loss:-0.0313 fps:1715 +frame:4.35e+06 wall_t:2537 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.509 +2026-01-06 19:17:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1696.00 total_reward_ma:1656.38 loss:-0.03189 fps:1715 +frame:4.36e+06 wall_t:2542 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.6 +2026-01-06 19:17:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1697.40 total_reward_ma:1657.53 loss:-0.03253 fps:1716 +frame:4.37e+06 wall_t:2547 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.473 +2026-01-06 19:17:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1695.80 total_reward_ma:1658.63 loss:-0.01503 fps:1716 +frame:4.38e+06 wall_t:2553 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.511 +2026-01-06 19:17:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1695.60 total_reward_ma:1659.75 loss:-0.02172 fps:1716 +frame:4.39e+06 wall_t:2559 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.488 +2026-01-06 19:17:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1705.40 total_reward_ma:1660.97 loss:-0.03436 fps:1716 +frame:4.40e+06 wall_t:2564 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.594 +2026-01-06 19:17:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1703.80 total_reward_ma:1662.09 loss:-0.03631 fps:1716 +frame:4.41e+06 wall_t:2570 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.671 +2026-01-06 19:17:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1705.60 total_reward_ma:1663.22 loss:-0.03764 fps:1717 +frame:4.42e+06 wall_t:2575 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.624 +2026-01-06 19:17:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1706.80 total_reward_ma:1664.40 loss:-0.03569 fps:1717 +frame:4.43e+06 wall_t:2580 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.539 +2026-01-06 19:17:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1706.60 total_reward_ma:1665.55 loss:-0.03224 fps:1718 +frame:4.44e+06 wall_t:2585 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.624 +2026-01-06 19:17:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1703.60 total_reward_ma:1666.65 loss:-0.0302 fps:1717 +frame:4.45e+06 wall_t:2591 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.521 +2026-01-06 19:18:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1701.20 total_reward_ma:1667.64 loss:-2.328e-05 fps:1718 +frame:4.46e+06 wall_t:2596 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.522 +2026-01-06 19:18:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1703.40 total_reward_ma:1668.69 loss:-0.03599 fps:1718 +frame:4.47e+06 wall_t:2602 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.585 +2026-01-06 19:18:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1699.40 total_reward_ma:1669.63 loss:-0.03166 fps:1718 +frame:4.48e+06 wall_t:2607 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.568 +2026-01-06 19:18:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1700.00 total_reward_ma:1670.62 loss:-0.03412 fps:1719 +frame:4.49e+06 wall_t:2612 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.534 +2026-01-06 19:18:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1703.20 total_reward_ma:1671.59 loss:-0.03553 fps:1719 +frame:4.50e+06 wall_t:2618 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.609 +2026-01-06 19:18:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1704.20 total_reward_ma:1672.57 loss:-0.03674 fps:1719 +frame:4.51e+06 wall_t:2623 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.62 +2026-01-06 19:18:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1705.80 total_reward_ma:1673.52 loss:-0.03347 fps:1719 +frame:4.52e+06 wall_t:2629 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.582 +2026-01-06 19:18:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1707.40 total_reward_ma:1674.47 loss:-0.03009 fps:1720 +frame:4.53e+06 wall_t:2634 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.53 +2026-01-06 19:18:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1703.80 total_reward_ma:1675.40 loss:-0.02902 fps:1720 +frame:4.54e+06 wall_t:2639 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.53 +2026-01-06 19:18:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1699.80 total_reward_ma:1676.18 loss:-0.03579 fps:1720 +frame:4.55e+06 wall_t:2645 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.641 +2026-01-06 19:18:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1696.60 total_reward_ma:1676.89 loss:-0.03169 fps:1721 +frame:4.56e+06 wall_t:2650 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.602 +2026-01-06 19:19:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1695.60 total_reward_ma:1677.61 loss:-0.03179 fps:1721 +frame:4.57e+06 wall_t:2655 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.646 +2026-01-06 19:19:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1692.00 total_reward_ma:1678.24 loss:-0.03009 fps:1722 +frame:4.58e+06 wall_t:2660 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.615 +2026-01-06 19:19:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1693.00 total_reward_ma:1678.83 loss:-0.03537 fps:1722 +frame:4.59e+06 wall_t:2666 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.659 +2026-01-06 19:19:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1693.60 total_reward_ma:1679.43 loss:-0.01772 fps:1722 +frame:4.60e+06 wall_t:2671 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.702 +2026-01-06 19:19:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1695.20 total_reward_ma:1680.07 loss:-0.03246 fps:1723 +frame:4.61e+06 wall_t:2676 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.688 +2026-01-06 19:19:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1690.00 total_reward_ma:1680.65 loss:-0.01307 fps:1723 +frame:4.62e+06 wall_t:2681 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.666 +2026-01-06 19:19:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1692.20 total_reward_ma:1681.22 loss:-0.03542 fps:1724 +frame:4.63e+06 wall_t:2686 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.659 +2026-01-06 19:19:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1689.00 total_reward_ma:1681.73 loss:-0.02892 fps:1724 +frame:4.64e+06 wall_t:2692 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.575 +2026-01-06 19:19:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1687.60 total_reward_ma:1682.16 loss:-0.03521 fps:1724 +frame:4.65e+06 wall_t:2697 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.576 +2026-01-06 19:19:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1689.00 total_reward_ma:1682.59 loss:-0.03069 fps:1724 +frame:4.66e+06 wall_t:2703 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.568 +2026-01-06 19:19:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1688.00 total_reward_ma:1683.03 loss:-0.03211 fps:1725 +frame:4.67e+06 wall_t:2708 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.603 +2026-01-06 19:20:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1683.00 total_reward_ma:1683.36 loss:-0.03133 fps:1725 +frame:4.68e+06 wall_t:2713 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.62 +2026-01-06 19:20:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1686.80 total_reward_ma:1683.71 loss:-0.01021 fps:1725 +frame:4.69e+06 wall_t:2719 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.643 +2026-01-06 19:20:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1687.40 total_reward_ma:1684.03 loss:-0.0327 fps:1725 +frame:4.70e+06 wall_t:2724 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.516 +2026-01-06 19:20:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1690.00 total_reward_ma:1684.36 loss:-0.03051 fps:1726 +frame:4.71e+06 wall_t:2729 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.576 +2026-01-06 19:20:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1685.20 total_reward_ma:1684.68 loss:-0.03092 fps:1726 +frame:4.72e+06 wall_t:2734 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.488 +2026-01-06 19:20:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1683.80 total_reward_ma:1684.91 loss:-0.03188 fps:1727 +frame:4.73e+06 wall_t:2739 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.48 +2026-01-06 19:20:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1682.20 total_reward_ma:1685.12 loss:-0.02735 fps:1727 +frame:4.74e+06 wall_t:2745 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.579 +2026-01-06 19:20:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1677.60 total_reward_ma:1685.25 loss:-0.02853 fps:1727 +frame:4.75e+06 wall_t:2750 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.58 +2026-01-06 19:20:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1673.20 total_reward_ma:1685.32 loss:-0.03162 fps:1727 +frame:4.76e+06 wall_t:2756 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.562 +2026-01-06 19:20:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1677.00 total_reward_ma:1685.42 loss:-0.03488 fps:1728 +frame:4.77e+06 wall_t:2761 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.505 +2026-01-06 19:20:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1681.80 total_reward_ma:1685.56 loss:-0.03288 fps:1728 +frame:4.78e+06 wall_t:2766 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.645 +2026-01-06 19:20:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1685.00 total_reward_ma:1685.83 loss:-0.03486 fps:1729 +frame:4.79e+06 wall_t:2771 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.628 +2026-01-06 19:21:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1675.00 total_reward_ma:1685.94 loss:-0.01625 fps:1728 +frame:4.80e+06 wall_t:2777 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.498 +2026-01-06 19:21:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1675.00 total_reward_ma:1686.06 loss:-0.03143 fps:1729 +frame:4.81e+06 wall_t:2782 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.471 +2026-01-06 19:21:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1674.60 total_reward_ma:1686.14 loss:-0.0327 fps:1729 +frame:4.82e+06 wall_t:2787 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.516 +2026-01-06 19:21:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1672.20 total_reward_ma:1686.16 loss:-0.03082 fps:1729 +frame:4.83e+06 wall_t:2793 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.582 +2026-01-06 19:21:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1676.60 total_reward_ma:1686.21 loss:-0.02921 fps:1729 +frame:4.84e+06 wall_t:2799 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.506 +2026-01-06 19:21:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1669.20 total_reward_ma:1686.17 loss:-0.03107 fps:1728 +frame:4.85e+06 wall_t:2806 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.501 +2026-01-06 19:21:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1664.00 total_reward_ma:1686.08 loss:-0.03077 fps:1728 +frame:4.86e+06 wall_t:2812 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.595 +2026-01-06 19:21:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1669.00 total_reward_ma:1686.05 loss:-0.03182 fps:1728 +frame:4.87e+06 wall_t:2818 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.592 +2026-01-06 19:21:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1669.20 total_reward_ma:1686.02 loss:-0.03327 fps:1728 +frame:4.88e+06 wall_t:2824 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.512 +2026-01-06 19:21:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1672.20 total_reward_ma:1685.99 loss:-0.0321 fps:1727 +frame:4.89e+06 wall_t:2831 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.485 +2026-01-06 19:22:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1673.00 total_reward_ma:1686.05 loss:-0.03028 fps:1727 +frame:4.90e+06 wall_t:2837 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.605 +2026-01-06 19:22:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1674.20 total_reward_ma:1686.03 loss:-0.03562 fps:1727 +frame:4.91e+06 wall_t:2843 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.528 +2026-01-06 19:22:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1676.80 total_reward_ma:1686.03 loss:-0.03088 fps:1727 +frame:4.92e+06 wall_t:2849 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.55 +2026-01-06 19:22:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1676.80 total_reward_ma:1686.05 loss:-0.03204 fps:1726 +frame:4.93e+06 wall_t:2856 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.512 +2026-01-06 19:22:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1677.00 total_reward_ma:1686.03 loss:-0.03157 fps:1725 +frame:4.94e+06 wall_t:2863 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.604 +2026-01-06 19:22:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1676.60 total_reward_ma:1686.03 loss:-0.0332 fps:1726 +frame:4.95e+06 wall_t:2868 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.488 +2026-01-06 19:22:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1678.60 total_reward_ma:1686.03 loss:-0.004872 fps:1725 +frame:4.96e+06 wall_t:2875 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.594 +2026-01-06 19:22:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1681.40 total_reward_ma:1686.04 loss:-0.02982 fps:1725 +frame:4.97e+06 wall_t:2881 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.433 +2026-01-06 19:22:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1683.20 total_reward_ma:1686.09 loss:-0.03311 fps:1725 +frame:4.98e+06 wall_t:2887 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.522 +2026-01-06 19:23:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1682.20 total_reward_ma:1686.10 loss:-0.02913 fps:1725 +frame:4.99e+06 wall_t:2893 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.472 +2026-01-06 19:23:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1679.40 total_reward_ma:1686.14 loss:-0.02745 fps:1724 +frame:5.00e+06 wall_t:2900 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.421 +2026-01-06 19:23:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1674.60 total_reward_ma:1686.02 loss:-0.03159 fps:1724 +frame:5.01e+06 wall_t:2906 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.581 +2026-01-06 19:23:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1674.80 total_reward_ma:1685.91 loss:-0.02825 fps:1724 +frame:5.02e+06 wall_t:2912 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.493 +2026-01-06 19:23:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1672.60 total_reward_ma:1685.81 loss:-0.02991 fps:1724 +frame:5.03e+06 wall_t:2918 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.454 +2026-01-06 19:23:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1660.80 total_reward_ma:1685.62 loss:-0.02745 fps:1724 +frame:5.04e+06 wall_t:2924 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.516 +2026-01-06 19:23:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1665.20 total_reward_ma:1685.46 loss:-0.03184 fps:1724 +frame:5.05e+06 wall_t:2930 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.482 +2026-01-06 19:23:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1662.00 total_reward_ma:1685.24 loss:-0.007619 fps:1723 +frame:5.06e+06 wall_t:2937 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.487 +2026-01-06 19:23:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1659.60 total_reward_ma:1685.01 loss:-0.03377 fps:1723 +frame:5.07e+06 wall_t:2943 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.575 +2026-01-06 19:23:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1665.60 total_reward_ma:1684.82 loss:-0.02799 fps:1723 +frame:5.08e+06 wall_t:2949 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.543 +2026-01-06 19:24:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1659.20 total_reward_ma:1684.57 loss:-0.02901 fps:1723 +frame:5.09e+06 wall_t:2955 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.489 +2026-01-06 19:24:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1656.60 total_reward_ma:1684.28 loss:-0.02908 fps:1722 +frame:5.10e+06 wall_t:2961 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.442 +2026-01-06 19:24:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1660.60 total_reward_ma:1684.06 loss:-0.03252 fps:1722 +frame:5.11e+06 wall_t:2968 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.448 +2026-01-06 19:24:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1664.40 total_reward_ma:1683.88 loss:-0.02972 fps:1722 +frame:5.12e+06 wall_t:2974 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.441 +2026-01-06 19:24:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1662.20 total_reward_ma:1683.69 loss:-0.01103 fps:1722 +frame:5.13e+06 wall_t:2979 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.426 +2026-01-06 19:24:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1652.00 total_reward_ma:1683.38 loss:-0.0301 fps:1722 +frame:5.14e+06 wall_t:2985 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.467 +2026-01-06 19:24:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1651.00 total_reward_ma:1683.06 loss:-0.02538 fps:1721 +frame:5.15e+06 wall_t:2992 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.615 +2026-01-06 19:24:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1654.80 total_reward_ma:1682.77 loss:-0.03129 fps:1721 +frame:5.16e+06 wall_t:2998 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.654 +2026-01-06 19:24:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1651.00 total_reward_ma:1682.53 loss:-0.03066 fps:1720 +frame:5.17e+06 wall_t:3005 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.566 +2026-01-06 19:24:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1648.60 total_reward_ma:1682.21 loss:-0.01355 fps:1720 +frame:5.18e+06 wall_t:3011 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.594 +2026-01-06 19:25:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1648.00 total_reward_ma:1681.90 loss:-0.03426 fps:1720 +frame:5.19e+06 wall_t:3017 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.628 +2026-01-06 19:25:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1649.60 total_reward_ma:1681.60 loss:-0.03447 fps:1720 +frame:5.20e+06 wall_t:3024 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.587 +2026-01-06 19:25:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1650.20 total_reward_ma:1681.38 loss:-0.03377 fps:1720 +frame:5.21e+06 wall_t:3029 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.519 +2026-01-06 19:25:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1649.40 total_reward_ma:1681.08 loss:-0.03246 fps:1719 +frame:5.22e+06 wall_t:3036 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.431 +2026-01-06 19:25:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1652.00 total_reward_ma:1680.80 loss:-0.03006 fps:1719 +frame:5.23e+06 wall_t:3043 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.332 +2026-01-06 19:25:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1655.40 total_reward_ma:1680.57 loss:-0.0301 fps:1719 +frame:5.24e+06 wall_t:3049 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.437 +2026-01-06 19:25:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1665.40 total_reward_ma:1680.41 loss:-0.02896 fps:1718 +frame:5.25e+06 wall_t:3055 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.533 +2026-01-06 19:25:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1674.20 total_reward_ma:1680.31 loss:-0.02931 fps:1718 +frame:5.26e+06 wall_t:3062 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.459 +2026-01-06 19:25:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1674.00 total_reward_ma:1680.23 loss:-0.02631 fps:1718 +frame:5.27e+06 wall_t:3068 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.573 +2026-01-06 19:26:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1683.20 total_reward_ma:1680.24 loss:-0.02903 fps:1718 +frame:5.28e+06 wall_t:3074 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.587 +2026-01-06 19:26:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1688.20 total_reward_ma:1680.32 loss:-0.03645 fps:1718 +frame:5.29e+06 wall_t:3080 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.549 +2026-01-06 19:26:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1687.20 total_reward_ma:1680.38 loss:-0.02914 fps:1717 +frame:5.30e+06 wall_t:3086 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.495 +2026-01-06 19:26:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1691.00 total_reward_ma:1680.46 loss:-0.03435 fps:1717 +frame:5.31e+06 wall_t:3092 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.457 +2026-01-06 19:26:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1702.00 total_reward_ma:1680.59 loss:-0.03002 fps:1717 +frame:5.32e+06 wall_t:3098 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.662 +2026-01-06 19:26:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1701.00 total_reward_ma:1680.70 loss:-0.03284 fps:1717 +frame:5.33e+06 wall_t:3105 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.611 +2026-01-06 19:26:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1701.60 total_reward_ma:1680.78 loss:-0.01162 fps:1716 +frame:5.34e+06 wall_t:3111 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.586 +2026-01-06 19:26:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1700.40 total_reward_ma:1680.84 loss:-0.03371 fps:1716 +frame:5.35e+06 wall_t:3117 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.672 +2026-01-06 19:26:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1711.00 total_reward_ma:1680.99 loss:-0.03057 fps:1716 +frame:5.36e+06 wall_t:3124 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.534 +2026-01-06 19:26:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1715.40 total_reward_ma:1681.17 loss:-0.03036 fps:1716 +frame:5.37e+06 wall_t:3130 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.41 +2026-01-06 19:27:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.20 total_reward_ma:1681.38 loss:-0.02334 fps:1716 +frame:5.38e+06 wall_t:3136 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.525 +2026-01-06 19:27:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1713.40 total_reward_ma:1681.55 loss:-0.03233 fps:1715 +frame:5.39e+06 wall_t:3142 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.496 +2026-01-06 19:27:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.80 total_reward_ma:1681.68 loss:-0.0311 fps:1715 +frame:5.40e+06 wall_t:3148 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.386 +2026-01-06 19:27:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.60 total_reward_ma:1681.82 loss:-0.03458 fps:1715 +frame:5.41e+06 wall_t:3154 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.534 +2026-01-06 19:27:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.00 total_reward_ma:1681.97 loss:-0.03446 fps:1715 +frame:5.42e+06 wall_t:3161 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.592 +2026-01-06 19:27:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1724.00 total_reward_ma:1682.14 loss:-0.03207 fps:1715 +frame:5.43e+06 wall_t:3167 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.689 +2026-01-06 19:27:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1725.40 total_reward_ma:1682.33 loss:-0.0344 fps:1714 +frame:5.44e+06 wall_t:3173 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.504 +2026-01-06 19:27:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1725.80 total_reward_ma:1682.55 loss:-0.03109 fps:1714 +frame:5.45e+06 wall_t:3179 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.516 +2026-01-06 19:27:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1725.00 total_reward_ma:1682.79 loss:0.0009087 fps:1714 +frame:5.46e+06 wall_t:3185 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.595 +2026-01-06 19:27:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1724.00 total_reward_ma:1683.00 loss:-0.01517 fps:1714 +frame:5.47e+06 wall_t:3191 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.599 +2026-01-06 19:28:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1722.80 total_reward_ma:1683.23 loss:-0.03263 fps:1714 +frame:5.48e+06 wall_t:3198 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.723 +2026-01-06 19:28:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1720.80 total_reward_ma:1683.44 loss:-0.03271 fps:1713 +frame:5.49e+06 wall_t:3204 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.561 +2026-01-06 19:28:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.80 total_reward_ma:1683.58 loss:-0.01644 fps:1713 +frame:5.50e+06 wall_t:3210 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.572 +2026-01-06 19:28:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1715.40 total_reward_ma:1683.70 loss:-0.03046 fps:1713 +frame:5.51e+06 wall_t:3216 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.648 +2026-01-06 19:28:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1711.20 total_reward_ma:1683.75 loss:-0.03228 fps:1713 +frame:5.52e+06 wall_t:3222 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.647 +2026-01-06 19:28:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1712.00 total_reward_ma:1683.80 loss:-0.03134 fps:1713 +frame:5.53e+06 wall_t:3228 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.483 +2026-01-06 19:28:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1706.00 total_reward_ma:1683.82 loss:-0.03614 fps:1713 +frame:5.54e+06 wall_t:3235 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.67 +2026-01-06 19:28:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1715.40 total_reward_ma:1683.97 loss:-0.03123 fps:1713 +frame:5.55e+06 wall_t:3240 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.484 +2026-01-06 19:28:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.00 total_reward_ma:1684.17 loss:-0.0314 fps:1713 +frame:5.56e+06 wall_t:3246 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.471 +2026-01-06 19:29:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1718.60 total_reward_ma:1684.40 loss:-0.03426 fps:1712 +frame:5.57e+06 wall_t:3253 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.652 +2026-01-06 19:29:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.20 total_reward_ma:1684.67 loss:-0.009026 fps:1712 +frame:5.58e+06 wall_t:3259 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.563 +2026-01-06 19:29:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.00 total_reward_ma:1684.93 loss:-0.03083 fps:1712 +frame:5.59e+06 wall_t:3265 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.526 +2026-01-06 19:29:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.00 total_reward_ma:1685.16 loss:-0.03018 fps:1711 +frame:5.60e+06 wall_t:3272 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.524 +2026-01-06 19:29:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.40 total_reward_ma:1685.38 loss:-0.03303 fps:1711 +frame:5.61e+06 wall_t:3278 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.576 +2026-01-06 19:29:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.40 total_reward_ma:1685.64 loss:-0.03523 fps:1711 +frame:5.62e+06 wall_t:3284 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.539 +2026-01-06 19:29:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1718.00 total_reward_ma:1685.90 loss:-0.03348 fps:1711 +frame:5.63e+06 wall_t:3290 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.504 +2026-01-06 19:29:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.00 total_reward_ma:1686.20 loss:-0.03363 fps:1711 +frame:5.64e+06 wall_t:3296 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.599 +2026-01-06 19:29:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.20 total_reward_ma:1686.51 loss:-0.02765 fps:1711 +frame:5.65e+06 wall_t:3303 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.48 +2026-01-06 19:29:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1718.60 total_reward_ma:1686.81 loss:-0.03563 fps:1710 +frame:5.66e+06 wall_t:3309 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.431 +2026-01-06 19:30:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.20 total_reward_ma:1687.12 loss:-0.03472 fps:1710 +frame:5.67e+06 wall_t:3315 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.584 +2026-01-06 19:30:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.60 total_reward_ma:1687.51 loss:-0.01019 fps:1710 +frame:5.68e+06 wall_t:3322 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.63 +2026-01-06 19:30:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.40 total_reward_ma:1687.85 loss:-0.03437 fps:1710 +frame:5.69e+06 wall_t:3328 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.596 +2026-01-06 19:30:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1722.80 total_reward_ma:1688.21 loss:-0.03445 fps:1710 +frame:5.70e+06 wall_t:3334 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.533 +2026-01-06 19:30:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1725.60 total_reward_ma:1688.56 loss:-0.01462 fps:1709 +frame:5.71e+06 wall_t:3341 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.667 +2026-01-06 19:30:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1729.80 total_reward_ma:1689.01 loss:-0.03477 fps:1709 +frame:5.72e+06 wall_t:3347 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.638 +2026-01-06 19:30:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1729.40 total_reward_ma:1689.47 loss:-0.03204 fps:1709 +frame:5.73e+06 wall_t:3353 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.61 +2026-01-06 19:30:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1730.80 total_reward_ma:1689.95 loss:-0.03419 fps:1708 +frame:5.74e+06 wall_t:3360 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.534 +2026-01-06 19:30:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1726.20 total_reward_ma:1690.44 loss:-0.0329 fps:1708 +frame:5.75e+06 wall_t:3366 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.553 +2026-01-06 19:30:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1728.20 total_reward_ma:1690.99 loss:-0.03324 fps:1708 +frame:5.76e+06 wall_t:3372 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.378 +2026-01-06 19:31:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1726.60 total_reward_ma:1691.48 loss:-0.03359 fps:1708 +frame:5.77e+06 wall_t:3379 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.56 +2026-01-06 19:31:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.20 total_reward_ma:1691.88 loss:-0.03411 fps:1708 +frame:5.78e+06 wall_t:3385 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.567 +2026-01-06 19:31:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.00 total_reward_ma:1692.24 loss:-0.01397 fps:1707 +frame:5.79e+06 wall_t:3391 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.686 +2026-01-06 19:31:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.20 total_reward_ma:1692.66 loss:-0.0327 fps:1707 +frame:5.80e+06 wall_t:3397 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.675 +2026-01-06 19:31:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.80 total_reward_ma:1693.09 loss:-0.03605 fps:1707 +frame:5.81e+06 wall_t:3403 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.692 +2026-01-06 19:31:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.00 total_reward_ma:1693.57 loss:-0.02967 fps:1707 +frame:5.82e+06 wall_t:3409 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.594 +2026-01-06 19:31:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.00 total_reward_ma:1694.08 loss:-0.03175 fps:1707 +frame:5.83e+06 wall_t:3416 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.479 +2026-01-06 19:31:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.20 total_reward_ma:1694.55 loss:-0.03368 fps:1707 +frame:5.84e+06 wall_t:3422 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.583 +2026-01-06 19:31:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.80 total_reward_ma:1695.07 loss:-0.01199 fps:1707 +frame:5.85e+06 wall_t:3428 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.592 +2026-01-06 19:32:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.20 total_reward_ma:1695.64 loss:-0.03266 fps:1706 +frame:5.86e+06 wall_t:3435 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.611 +2026-01-06 19:32:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.80 total_reward_ma:1696.15 loss:-0.03281 fps:1706 +frame:5.87e+06 wall_t:3441 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.569 +2026-01-06 19:32:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.60 total_reward_ma:1696.63 loss:-0.03545 fps:1706 +frame:5.88e+06 wall_t:3447 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.573 +2026-01-06 19:32:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1718.80 total_reward_ma:1697.09 loss:-0.03451 fps:1706 +frame:5.89e+06 wall_t:3453 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.545 +2026-01-06 19:32:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.20 total_reward_ma:1697.53 loss:-0.03115 fps:1705 +frame:5.90e+06 wall_t:3460 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.562 +2026-01-06 19:32:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1712.80 total_reward_ma:1697.92 loss:-0.03003 fps:1705 +frame:5.91e+06 wall_t:3466 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.503 +2026-01-06 19:32:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.00 total_reward_ma:1698.32 loss:-0.03246 fps:1705 +frame:5.92e+06 wall_t:3473 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.543 +2026-01-06 19:32:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.00 total_reward_ma:1698.71 loss:-0.03017 fps:1705 +frame:5.93e+06 wall_t:3479 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.582 +2026-01-06 19:32:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.60 total_reward_ma:1699.12 loss:-0.02541 fps:1704 +frame:5.94e+06 wall_t:3485 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.579 +2026-01-06 19:32:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1718.40 total_reward_ma:1699.54 loss:-0.02599 fps:1704 +frame:5.95e+06 wall_t:3491 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.618 +2026-01-06 19:33:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1720.80 total_reward_ma:1699.96 loss:-0.03115 fps:1704 +frame:5.96e+06 wall_t:3498 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.581 +2026-01-06 19:33:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.80 total_reward_ma:1700.38 loss:-0.01069 fps:1704 +frame:5.97e+06 wall_t:3504 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.437 +2026-01-06 19:33:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1724.40 total_reward_ma:1700.80 loss:-0.03535 fps:1704 +frame:5.98e+06 wall_t:3509 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.573 +2026-01-06 19:33:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.00 total_reward_ma:1701.16 loss:-0.02959 fps:1704 +frame:5.99e+06 wall_t:3515 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.463 +2026-01-06 19:33:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1722.60 total_reward_ma:1701.60 loss:-0.03395 fps:1704 +frame:6.00e+06 wall_t:3522 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.562 +2026-01-06 19:33:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1722.80 total_reward_ma:1702.08 loss:-0.03495 fps:1704 +frame:6.01e+06 wall_t:3528 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.503 +2026-01-06 19:33:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1722.60 total_reward_ma:1702.56 loss:-0.03416 fps:1703 +frame:6.02e+06 wall_t:3534 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.6 +2026-01-06 19:33:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1725.20 total_reward_ma:1703.08 loss:-0.02725 fps:1703 +frame:6.03e+06 wall_t:3541 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.606 +2026-01-06 19:33:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.80 total_reward_ma:1703.71 loss:-0.03269 fps:1703 +frame:6.04e+06 wall_t:3547 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.568 +2026-01-06 19:34:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1725.20 total_reward_ma:1704.31 loss:-0.03194 fps:1703 +frame:6.05e+06 wall_t:3553 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.551 +2026-01-06 19:34:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1727.20 total_reward_ma:1704.96 loss:-0.03347 fps:1703 +frame:6.06e+06 wall_t:3559 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.58 +2026-01-06 19:34:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.20 total_reward_ma:1705.60 loss:-0.02752 fps:1703 +frame:6.07e+06 wall_t:3565 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.568 +2026-01-06 19:34:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.80 total_reward_ma:1706.18 loss:-0.03142 fps:1703 +frame:6.08e+06 wall_t:3570 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.566 +2026-01-06 19:34:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.60 total_reward_ma:1706.83 loss:-0.03298 fps:1703 +frame:6.09e+06 wall_t:3576 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.601 +2026-01-06 19:34:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1720.40 total_reward_ma:1707.46 loss:-0.03056 fps:1703 +frame:6.10e+06 wall_t:3582 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.57 +2026-01-06 19:34:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1720.00 total_reward_ma:1708.06 loss:-0.03249 fps:1703 +frame:6.11e+06 wall_t:3588 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.695 +2026-01-06 19:34:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.40 total_reward_ma:1708.63 loss:-0.03356 fps:1703 +frame:6.12e+06 wall_t:3594 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.551 +2026-01-06 19:34:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.60 total_reward_ma:1709.24 loss:-0.03527 fps:1703 +frame:6.13e+06 wall_t:3600 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 19:34:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1718.80 total_reward_ma:1709.91 loss:-0.03121 fps:1703 +frame:6.14e+06 wall_t:3606 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.407 +2026-01-06 19:34:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.40 total_reward_ma:1710.59 loss:-0.03458 fps:1703 +frame:6.15e+06 wall_t:3612 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.54 +2026-01-06 19:35:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.80 total_reward_ma:1711.22 loss:-0.03113 fps:1703 +frame:6.16e+06 wall_t:3618 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.494 +2026-01-06 19:35:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1718.80 total_reward_ma:1711.90 loss:-0.03283 fps:1703 +frame:6.17e+06 wall_t:3624 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.502 +2026-01-06 19:35:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1718.80 total_reward_ma:1712.60 loss:-0.01839 fps:1702 +frame:6.18e+06 wall_t:3630 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.578 +2026-01-06 19:35:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1720.80 total_reward_ma:1713.33 loss:-0.0336 fps:1702 +frame:6.19e+06 wall_t:3636 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.614 +2026-01-06 19:35:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.40 total_reward_ma:1714.03 loss:-0.0345 fps:1703 +frame:6.20e+06 wall_t:3641 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.596 +2026-01-06 19:35:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1722.60 total_reward_ma:1714.75 loss:-0.03257 fps:1703 +frame:6.21e+06 wall_t:3647 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.492 +2026-01-06 19:35:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1720.20 total_reward_ma:1715.46 loss:-0.02842 fps:1703 +frame:6.22e+06 wall_t:3652 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.565 +2026-01-06 19:35:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.60 total_reward_ma:1716.11 loss:-0.03283 fps:1703 +frame:6.23e+06 wall_t:3658 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.517 +2026-01-06 19:35:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.60 total_reward_ma:1716.72 loss:-0.03256 fps:1704 +frame:6.24e+06 wall_t:3663 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.52 +2026-01-06 19:35:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.20 total_reward_ma:1717.23 loss:-0.02903 fps:1703 +frame:6.25e+06 wall_t:3669 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 19:36:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1713.20 total_reward_ma:1717.62 loss:-0.02841 fps:1703 +frame:6.26e+06 wall_t:3675 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 19:36:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1714.40 total_reward_ma:1718.02 loss:-0.03146 fps:1703 +frame:6.27e+06 wall_t:3681 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.525 +2026-01-06 19:36:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1712.00 total_reward_ma:1718.31 loss:-0.03397 fps:1703 +frame:6.28e+06 wall_t:3687 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.558 +2026-01-06 19:36:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.40 total_reward_ma:1718.59 loss:-0.03111 fps:1703 +frame:6.29e+06 wall_t:3693 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.622 +2026-01-06 19:36:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.00 total_reward_ma:1718.89 loss:-0.03182 fps:1703 +frame:6.30e+06 wall_t:3699 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.578 +2026-01-06 19:36:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.80 total_reward_ma:1719.18 loss:-0.03378 fps:1704 +frame:6.31e+06 wall_t:3704 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.552 +2026-01-06 19:36:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.00 total_reward_ma:1719.39 loss:-0.03302 fps:1704 +frame:6.32e+06 wall_t:3710 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 19:36:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1725.60 total_reward_ma:1719.63 loss:-0.03135 fps:1703 +frame:6.33e+06 wall_t:3716 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.511 +2026-01-06 19:36:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1724.60 total_reward_ma:1719.86 loss:-0.0316 fps:1704 +frame:6.34e+06 wall_t:3721 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.54 +2026-01-06 19:36:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1722.40 total_reward_ma:1720.08 loss:-0.03106 fps:1704 +frame:6.35e+06 wall_t:3727 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 19:37:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1725.40 total_reward_ma:1720.23 loss:-0.02978 fps:1704 +frame:6.36e+06 wall_t:3733 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.448 +2026-01-06 19:37:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1730.20 total_reward_ma:1720.38 loss:-0.03081 fps:1704 +frame:6.37e+06 wall_t:3739 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.446 +2026-01-06 19:37:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1732.80 total_reward_ma:1720.54 loss:-0.01244 fps:1704 +frame:6.38e+06 wall_t:3744 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.697 +2026-01-06 19:37:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1734.40 total_reward_ma:1720.75 loss:-0.03172 fps:1704 +frame:6.39e+06 wall_t:3750 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.547 +2026-01-06 19:37:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1729.40 total_reward_ma:1720.87 loss:-0.03289 fps:1704 +frame:6.40e+06 wall_t:3756 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.503 +2026-01-06 19:37:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1729.40 total_reward_ma:1720.99 loss:-0.01276 fps:1704 +frame:6.41e+06 wall_t:3761 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.544 +2026-01-06 19:37:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1722.20 total_reward_ma:1721.00 loss:-0.03132 fps:1704 +frame:6.42e+06 wall_t:3767 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.5 +2026-01-06 19:37:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1715.80 total_reward_ma:1720.92 loss:-0.00388 fps:1704 +frame:6.43e+06 wall_t:3773 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.559 +2026-01-06 19:37:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1715.40 total_reward_ma:1720.82 loss:-0.03274 fps:1704 +frame:6.44e+06 wall_t:3779 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.442 +2026-01-06 19:37:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1717.40 total_reward_ma:1720.73 loss:-0.03037 fps:1704 +frame:6.45e+06 wall_t:3785 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 19:37:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1720.80 total_reward_ma:1720.69 loss:-0.034 fps:1704 +frame:6.46e+06 wall_t:3790 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.41 +2026-01-06 19:38:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1719.60 total_reward_ma:1720.65 loss:-0.03476 fps:1704 +frame:6.47e+06 wall_t:3796 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.519 +2026-01-06 19:38:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.80 total_reward_ma:1720.64 loss:-0.0333 fps:1704 +frame:6.48e+06 wall_t:3802 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.457 +2026-01-06 19:38:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.80 total_reward_ma:1720.65 loss:-0.03138 fps:1705 +frame:6.49e+06 wall_t:3807 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.512 +2026-01-06 19:38:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.80 total_reward_ma:1720.69 loss:-0.02609 fps:1705 +frame:6.50e+06 wall_t:3813 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.432 +2026-01-06 19:38:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.60 total_reward_ma:1720.75 loss:-0.0291 fps:1705 +frame:6.51e+06 wall_t:3819 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.372 +2026-01-06 19:38:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1721.40 total_reward_ma:1720.85 loss:-0.03005 fps:1705 +frame:6.52e+06 wall_t:3825 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.449 +2026-01-06 19:38:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1714.80 total_reward_ma:1720.88 loss:-0.02837 fps:1705 +frame:6.53e+06 wall_t:3831 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.659 +2026-01-06 19:38:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1716.60 total_reward_ma:1720.98 loss:-0.03332 fps:1704 +frame:6.54e+06 wall_t:3837 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.496 +2026-01-06 19:38:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1710.00 total_reward_ma:1720.93 loss:-0.03129 fps:1704 +frame:6.55e+06 wall_t:3843 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.51 +2026-01-06 19:38:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1708.00 total_reward_ma:1720.85 loss:-0.02619 fps:1704 +frame:6.56e+06 wall_t:3849 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.547 +2026-01-06 19:39:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1707.40 total_reward_ma:1720.74 loss:-0.004418 fps:1704 +frame:6.57e+06 wall_t:3855 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.499 +2026-01-06 19:39:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1706.00 total_reward_ma:1720.61 loss:-0.01457 fps:1705 +frame:6.58e+06 wall_t:3860 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.666 +2026-01-06 19:39:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1702.60 total_reward_ma:1720.44 loss:-0.03428 fps:1705 +frame:6.59e+06 wall_t:3866 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.588 +2026-01-06 19:39:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1693.20 total_reward_ma:1720.20 loss:-0.0093 fps:1705 +frame:6.60e+06 wall_t:3872 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 19:39:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1688.00 total_reward_ma:1719.92 loss:-0.03027 fps:1704 +frame:6.61e+06 wall_t:3878 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.386 +2026-01-06 19:39:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1693.80 total_reward_ma:1719.69 loss:-0.0285 fps:1704 +frame:6.62e+06 wall_t:3884 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.399 +2026-01-06 19:39:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1689.20 total_reward_ma:1719.41 loss:-0.0286 fps:1704 +frame:6.63e+06 wall_t:3890 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.463 +2026-01-06 19:39:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1692.60 total_reward_ma:1719.14 loss:-0.01974 fps:1704 +frame:6.64e+06 wall_t:3896 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.509 +2026-01-06 19:39:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1701.60 total_reward_ma:1718.97 loss:-0.03159 fps:1704 +frame:6.65e+06 wall_t:3902 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.619 +2026-01-06 19:39:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1704.60 total_reward_ma:1718.83 loss:-0.02601 fps:1705 +frame:6.66e+06 wall_t:3907 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.447 +2026-01-06 19:40:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1703.80 total_reward_ma:1718.67 loss:-0.02421 fps:1705 +frame:6.67e+06 wall_t:3913 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.624 +2026-01-06 19:40:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1704.00 total_reward_ma:1718.50 loss:-0.02923 fps:1705 +frame:6.68e+06 wall_t:3919 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.498 +2026-01-06 19:40:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1706.60 total_reward_ma:1718.35 loss:-0.03079 fps:1704 +frame:6.69e+06 wall_t:3925 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.573 +2026-01-06 19:40:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1704.40 total_reward_ma:1718.16 loss:-0.02965 fps:1704 +frame:6.70e+06 wall_t:3932 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.408 +2026-01-06 19:40:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1706.80 total_reward_ma:1717.98 loss:-0.02988 fps:1704 +frame:6.71e+06 wall_t:3938 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.384 +2026-01-06 19:40:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1709.20 total_reward_ma:1717.77 loss:-0.0294 fps:1704 +frame:6.72e+06 wall_t:3944 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.5 +2026-01-06 19:40:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1705.40 total_reward_ma:1717.53 loss:-0.03007 fps:1704 +frame:6.73e+06 wall_t:3950 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.447 +2026-01-06 19:40:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1707.20 total_reward_ma:1717.29 loss:-0.003822 fps:1704 +frame:6.74e+06 wall_t:3956 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.538 +2026-01-06 19:40:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1706.80 total_reward_ma:1717.10 loss:-0.0298 fps:1704 +frame:6.75e+06 wall_t:3961 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.413 +2026-01-06 19:40:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1707.80 total_reward_ma:1716.90 loss:-0.01588 fps:1704 +frame:6.76e+06 wall_t:3967 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.526 +2026-01-06 19:41:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1707.40 total_reward_ma:1716.70 loss:-0.02841 fps:1704 +frame:6.77e+06 wall_t:3973 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.578 +2026-01-06 19:41:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1712.80 total_reward_ma:1716.62 loss:-0.0321 fps:1704 +frame:6.78e+06 wall_t:3978 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.646 +2026-01-06 19:41:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1714.20 total_reward_ma:1716.55 loss:-0.02976 fps:1704 +frame:6.79e+06 wall_t:3984 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.539 +2026-01-06 19:41:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1718.40 total_reward_ma:1716.56 loss:-0.02934 fps:1704 +frame:6.80e+06 wall_t:3990 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.356 +2026-01-06 19:41:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1720.80 total_reward_ma:1716.59 loss:-0.0282 fps:1704 +frame:6.81e+06 wall_t:3996 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.493 +2026-01-06 19:41:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1724.20 total_reward_ma:1716.61 loss:-0.02761 fps:1705 +frame:6.82e+06 wall_t:4001 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.403 +2026-01-06 19:41:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1728.20 total_reward_ma:1716.66 loss:-0.02547 fps:1705 +frame:6.83e+06 wall_t:4007 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.408 +2026-01-06 19:41:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1723.80 total_reward_ma:1716.66 loss:-0.02116 fps:1705 +frame:6.84e+06 wall_t:4012 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.5 +2026-01-06 19:41:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1728.80 total_reward_ma:1716.73 loss:-0.03138 fps:1705 +frame:6.85e+06 wall_t:4018 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.567 +2026-01-06 19:41:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1729.00 total_reward_ma:1716.81 loss:-0.03055 fps:1705 +frame:6.86e+06 wall_t:4024 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.731 +2026-01-06 19:41:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1729.60 total_reward_ma:1716.91 loss:-0.03247 fps:1705 +frame:6.87e+06 wall_t:4030 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.655 +2026-01-06 19:42:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1731.00 total_reward_ma:1717.05 loss:-0.03229 fps:1705 +frame:6.88e+06 wall_t:4036 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.56 +2026-01-06 19:42:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1731.20 total_reward_ma:1717.18 loss:-0.03115 fps:1705 +frame:6.89e+06 wall_t:4041 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.46 +2026-01-06 19:42:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1732.00 total_reward_ma:1717.33 loss:-0.02919 fps:1705 +frame:6.90e+06 wall_t:4047 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 19:42:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1734.20 total_reward_ma:1717.54 loss:-0.02946 fps:1705 +frame:6.91e+06 wall_t:4053 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.478 +2026-01-06 19:42:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1734.00 total_reward_ma:1717.71 loss:-0.03187 fps:1705 +frame:6.92e+06 wall_t:4059 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.478 +2026-01-06 19:42:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1735.60 total_reward_ma:1717.91 loss:-0.02588 fps:1705 +frame:6.93e+06 wall_t:4064 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.411 +2026-01-06 19:42:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1736.60 total_reward_ma:1718.10 loss:-0.0308 fps:1705 +frame:6.94e+06 wall_t:4070 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 19:42:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1738.80 total_reward_ma:1718.30 loss:-0.03428 fps:1705 +frame:6.95e+06 wall_t:4076 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.562 +2026-01-06 19:42:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1739.00 total_reward_ma:1718.48 loss:-0.03129 fps:1705 +frame:6.96e+06 wall_t:4082 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.609 +2026-01-06 19:42:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1736.80 total_reward_ma:1718.61 loss:-0.02869 fps:1705 +frame:6.97e+06 wall_t:4088 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.567 +2026-01-06 19:43:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1738.80 total_reward_ma:1718.76 loss:-0.02467 fps:1705 +frame:6.98e+06 wall_t:4094 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.526 +2026-01-06 19:43:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1739.80 total_reward_ma:1718.96 loss:-0.0261 fps:1705 +frame:6.99e+06 wall_t:4099 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.459 +2026-01-06 19:43:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1736.40 total_reward_ma:1719.10 loss:-0.02919 fps:1705 +frame:7.00e+06 wall_t:4105 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.526 +2026-01-06 19:43:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1736.20 total_reward_ma:1719.24 loss:-0.03076 fps:1705 +frame:7.01e+06 wall_t:4111 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.523 +2026-01-06 19:43:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1735.40 total_reward_ma:1719.36 loss:-0.02258 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:1.562 +2026-01-06 19:43:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1738.40 total_reward_ma:1719.50 loss:-0.03059 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:1.584 +2026-01-06 19:43:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1737.40 total_reward_ma:1719.63 loss:-0.03064 fps:1705 +frame:7.04e+06 wall_t:4128 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 19:43:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1737.80 total_reward_ma:1719.76 loss:-0.03093 fps:1705 +frame:7.05e+06 wall_t:4134 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.485 +2026-01-06 19:43:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1742.40 total_reward_ma:1719.91 loss:-0.02782 fps:1705 +frame:7.06e+06 wall_t:4140 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.406 +2026-01-06 19:43:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1745.00 total_reward_ma:1720.13 loss:-0.02866 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:1.415 +2026-01-06 19:43:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1742.40 total_reward_ma:1720.31 loss:-0.02726 fps:1705 +frame:7.08e+06 wall_t:4152 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.494 +2026-01-06 19:44:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1743.80 total_reward_ma:1720.52 loss:-0.03094 fps:1706 +frame:7.09e+06 wall_t:4157 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.403 +2026-01-06 19:44:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1741.40 total_reward_ma:1720.73 loss:-0.03111 fps:1706 +frame:7.10e+06 wall_t:4163 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.374 +2026-01-06 19:44:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1742.40 total_reward_ma:1720.95 loss:-0.02463 fps:1705 +frame:7.11e+06 wall_t:4169 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.392 +2026-01-06 19:44:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1740.60 total_reward_ma:1721.14 loss:-0.01204 fps:1705 +frame:7.12e+06 wall_t:4175 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.547 +2026-01-06 19:44:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1739.80 total_reward_ma:1721.30 loss:-0.03159 fps:1706 +frame:7.13e+06 wall_t:4180 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.401 +2026-01-06 19:44:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1740.20 total_reward_ma:1721.52 loss:-0.007791 fps:1706 +frame:7.14e+06 wall_t:4186 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.504 +2026-01-06 19:44:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1740.20 total_reward_ma:1721.73 loss:-0.03161 fps:1706 +frame:7.15e+06 wall_t:4192 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.509 +2026-01-06 19:44:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1741.60 total_reward_ma:1721.96 loss:-0.03221 fps:1706 +frame:7.16e+06 wall_t:4198 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.345 +2026-01-06 19:44:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1739.40 total_reward_ma:1722.17 loss:-0.0326 fps:1706 +frame:7.17e+06 wall_t:4203 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.426 +2026-01-06 19:44:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1739.60 total_reward_ma:1722.38 loss:-0.00975 fps:1706 +frame:7.18e+06 wall_t:4209 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.426 +2026-01-06 19:45:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1738.20 total_reward_ma:1722.55 loss:-0.02503 fps:1706 +frame:7.19e+06 wall_t:4215 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.451 +2026-01-06 19:45:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1739.00 total_reward_ma:1722.75 loss:-0.02589 fps:1706 +frame:7.20e+06 wall_t:4221 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.418 +2026-01-06 19:45:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1739.20 total_reward_ma:1722.91 loss:-0.03233 fps:1706 +frame:7.21e+06 wall_t:4227 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.462 +2026-01-06 19:45:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1740.60 total_reward_ma:1723.12 loss:-0.02997 fps:1706 +frame:7.22e+06 wall_t:4233 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.457 +2026-01-06 19:45:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1743.40 total_reward_ma:1723.39 loss:-0.02923 fps:1706 +frame:7.23e+06 wall_t:4239 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.453 +2026-01-06 19:45:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1742.00 total_reward_ma:1723.64 loss:-0.02881 fps:1706 +frame:7.24e+06 wall_t:4245 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.433 +2026-01-06 19:45:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1743.80 total_reward_ma:1723.92 loss:-0.02388 fps:1705 +frame:7.25e+06 wall_t:4251 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.436 +2026-01-06 19:45:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1743.60 total_reward_ma:1724.22 loss:-0.02715 fps:1706 +frame:7.26e+06 wall_t:4256 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.544 +2026-01-06 19:45:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1742.00 total_reward_ma:1724.50 loss:-0.02685 fps:1706 +frame:7.27e+06 wall_t:4262 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.414 +2026-01-06 19:45:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1742.20 total_reward_ma:1724.80 loss:-0.03162 fps:1706 +frame:7.28e+06 wall_t:4268 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.478 +2026-01-06 19:46:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1742.20 total_reward_ma:1725.06 loss:-0.02516 fps:1706 +frame:7.29e+06 wall_t:4274 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.454 +2026-01-06 19:46:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1748.20 total_reward_ma:1725.37 loss:-0.0112 fps:1706 +frame:7.30e+06 wall_t:4280 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.501 +2026-01-06 19:46:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1745.80 total_reward_ma:1725.63 loss:-0.02776 fps:1706 +frame:7.31e+06 wall_t:4286 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.488 +2026-01-06 19:46:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1745.60 total_reward_ma:1725.85 loss:-0.01385 fps:1705 +frame:7.32e+06 wall_t:4292 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.379 +2026-01-06 19:46:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1747.80 total_reward_ma:1726.08 loss:-0.02711 fps:1705 +frame:7.33e+06 wall_t:4298 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.424 +2026-01-06 19:46:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1746.40 total_reward_ma:1726.29 loss:-0.02758 fps:1706 +frame:7.34e+06 wall_t:4303 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.417 +2026-01-06 19:46:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1747.40 total_reward_ma:1726.54 loss:-0.02872 fps:1706 +frame:7.35e+06 wall_t:4309 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.374 +2026-01-06 19:46:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1747.40 total_reward_ma:1726.76 loss:-0.02629 fps:1706 +frame:7.36e+06 wall_t:4315 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.308 +2026-01-06 19:46:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1742.40 total_reward_ma:1726.89 loss:-0.02426 fps:1706 +frame:7.37e+06 wall_t:4321 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.328 +2026-01-06 19:46:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1742.00 total_reward_ma:1726.98 loss:-0.02833 fps:1706 +frame:7.38e+06 wall_t:4327 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.307 +2026-01-06 19:47:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1741.60 total_reward_ma:1727.05 loss:-0.02796 fps:1706 +frame:7.39e+06 wall_t:4333 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.374 +2026-01-06 19:47:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1745.40 total_reward_ma:1727.21 loss:-0.02867 fps:1705 +frame:7.40e+06 wall_t:4339 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.366 +2026-01-06 19:47:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1748.60 total_reward_ma:1727.40 loss:-0.03052 fps:1705 +frame:7.41e+06 wall_t:4345 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.459 +2026-01-06 19:47:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1750.60 total_reward_ma:1727.69 loss:-0.02834 fps:1705 +frame:7.42e+06 wall_t:4351 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.389 +2026-01-06 19:47:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1751.00 total_reward_ma:1728.04 loss:-0.02983 fps:1706 +frame:7.43e+06 wall_t:4356 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.482 +2026-01-06 19:47:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1750.40 total_reward_ma:1728.39 loss:-0.03038 fps:1706 +frame:7.44e+06 wall_t:4362 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.39 +2026-01-06 19:47:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1753.40 total_reward_ma:1728.75 loss:-0.02513 fps:1706 +frame:7.45e+06 wall_t:4368 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.243 +2026-01-06 19:47:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1756.00 total_reward_ma:1729.10 loss:-0.02856 fps:1706 +frame:7.46e+06 wall_t:4374 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.331 +2026-01-06 19:47:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1754.00 total_reward_ma:1729.44 loss:-0.02736 fps:1705 +frame:7.47e+06 wall_t:4380 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.429 +2026-01-06 19:47:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1758.40 total_reward_ma:1729.81 loss:-0.02785 fps:1705 +frame:7.48e+06 wall_t:4386 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.517 +2026-01-06 19:47:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1760.80 total_reward_ma:1730.20 loss:-0.02687 fps:1705 +frame:7.49e+06 wall_t:4392 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.438 +2026-01-06 19:48:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1758.20 total_reward_ma:1730.56 loss:-0.03076 fps:1705 +frame:7.50e+06 wall_t:4398 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.573 +2026-01-06 19:48:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1758.00 total_reward_ma:1730.93 loss:-0.02749 fps:1705 +frame:7.51e+06 wall_t:4404 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.446 +2026-01-06 19:48:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1757.80 total_reward_ma:1731.29 loss:-0.02756 fps:1705 +frame:7.52e+06 wall_t:4410 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 19:48:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1758.80 total_reward_ma:1731.73 loss:-0.03142 fps:1705 +frame:7.53e+06 wall_t:4416 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.456 +2026-01-06 19:48:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1760.20 total_reward_ma:1732.17 loss:-0.02862 fps:1705 +frame:7.54e+06 wall_t:4421 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.435 +2026-01-06 19:48:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1759.00 total_reward_ma:1732.66 loss:-0.0247 fps:1705 +frame:7.55e+06 wall_t:4427 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.341 +2026-01-06 19:48:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1759.40 total_reward_ma:1733.17 loss:-0.02659 fps:1705 +frame:7.56e+06 wall_t:4433 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.299 +2026-01-06 19:48:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1763.40 total_reward_ma:1733.73 loss:-0.02994 fps:1705 +frame:7.57e+06 wall_t:4439 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 19:48:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1762.60 total_reward_ma:1734.30 loss:-0.02771 fps:1705 +frame:7.58e+06 wall_t:4445 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 19:48:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1766.80 total_reward_ma:1734.94 loss:-0.02635 fps:1705 +frame:7.59e+06 wall_t:4451 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.468 +2026-01-06 19:49:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1770.20 total_reward_ma:1735.71 loss:-0.02764 fps:1706 +frame:7.60e+06 wall_t:4456 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.373 +2026-01-06 19:49:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1770.20 total_reward_ma:1736.53 loss:-0.02868 fps:1706 +frame:7.61e+06 wall_t:4462 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.558 +2026-01-06 19:49:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1770.00 total_reward_ma:1737.29 loss:-0.02893 fps:1705 +frame:7.62e+06 wall_t:4468 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.401 +2026-01-06 19:49:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1770.60 total_reward_ma:1738.11 loss:-0.006044 fps:1705 +frame:7.63e+06 wall_t:4474 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.403 +2026-01-06 19:49:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1770.60 total_reward_ma:1738.89 loss:-0.0253 fps:1705 +frame:7.64e+06 wall_t:4480 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.322 +2026-01-06 19:49:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1769.40 total_reward_ma:1739.57 loss:-0.02562 fps:1706 +frame:7.65e+06 wall_t:4485 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.358 +2026-01-06 19:49:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1765.60 total_reward_ma:1740.18 loss:-0.02577 fps:1706 +frame:7.66e+06 wall_t:4491 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.37 +2026-01-06 19:49:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1762.20 total_reward_ma:1740.76 loss:-0.02937 fps:1706 +frame:7.67e+06 wall_t:4497 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.424 +2026-01-06 19:49:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1762.00 total_reward_ma:1741.34 loss:-0.02573 fps:1706 +frame:7.68e+06 wall_t:4503 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.394 +2026-01-06 19:49:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1761.20 total_reward_ma:1741.89 loss:-0.02804 fps:1706 +frame:7.69e+06 wall_t:4508 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.447 +2026-01-06 19:50:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1764.00 total_reward_ma:1742.48 loss:-0.03028 fps:1706 +frame:7.70e+06 wall_t:4514 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.52 +2026-01-06 19:50:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1760.80 total_reward_ma:1743.02 loss:-0.02606 fps:1706 +frame:7.71e+06 wall_t:4520 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.458 +2026-01-06 19:50:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1761.40 total_reward_ma:1743.54 loss:-0.02165 fps:1706 +frame:7.72e+06 wall_t:4526 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.383 +2026-01-06 19:50:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1761.60 total_reward_ma:1744.11 loss:-0.007462 fps:1706 +frame:7.73e+06 wall_t:4532 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.325 +2026-01-06 19:50:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1757.20 total_reward_ma:1744.61 loss:-0.02062 fps:1706 +frame:7.74e+06 wall_t:4538 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.324 +2026-01-06 19:50:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1762.00 total_reward_ma:1745.16 loss:-0.02603 fps:1706 +frame:7.75e+06 wall_t:4544 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.403 +2026-01-06 19:50:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1761.40 total_reward_ma:1745.69 loss:-0.0258 fps:1705 +frame:7.76e+06 wall_t:4550 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.52 +2026-01-06 19:50:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1762.40 total_reward_ma:1746.24 loss:-0.02774 fps:1706 +frame:7.77e+06 wall_t:4555 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.363 +2026-01-06 19:50:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1762.00 total_reward_ma:1746.74 loss:-0.02739 fps:1706 +frame:7.78e+06 wall_t:4561 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.443 +2026-01-06 19:50:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1763.40 total_reward_ma:1747.23 loss:-0.0273 fps:1706 +frame:7.79e+06 wall_t:4567 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.463 +2026-01-06 19:51:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1765.20 total_reward_ma:1747.70 loss:-0.02703 fps:1706 +frame:7.80e+06 wall_t:4573 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.375 +2026-01-06 19:51:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1766.00 total_reward_ma:1748.15 loss:-0.02799 fps:1706 +frame:7.81e+06 wall_t:4579 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:51:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1765.40 total_reward_ma:1748.56 loss:-0.02707 fps:1706 +frame:7.82e+06 wall_t:4585 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.383 +2026-01-06 19:51:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1764.20 total_reward_ma:1748.92 loss:-0.02876 fps:1706 +frame:7.83e+06 wall_t:4591 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.316 +2026-01-06 19:51:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1764.80 total_reward_ma:1749.33 loss:-0.02781 fps:1705 +frame:7.84e+06 wall_t:4597 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.314 +2026-01-06 19:51:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1764.80 total_reward_ma:1749.69 loss:-0.0255 fps:1705 +frame:7.85e+06 wall_t:4603 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.333 +2026-01-06 19:51:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1766.00 total_reward_ma:1750.06 loss:-0.028 fps:1706 +frame:7.86e+06 wall_t:4608 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.36 +2026-01-06 19:51:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1766.40 total_reward_ma:1750.43 loss:-0.02457 fps:1706 +frame:7.87e+06 wall_t:4614 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 19:51:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1768.40 total_reward_ma:1750.80 loss:-0.02805 fps:1706 +frame:7.88e+06 wall_t:4620 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.354 +2026-01-06 19:51:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1777.40 total_reward_ma:1751.26 loss:-0.02754 fps:1706 +frame:7.89e+06 wall_t:4626 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.425 +2026-01-06 19:51:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1778.00 total_reward_ma:1751.72 loss:-0.02669 fps:1706 +frame:7.90e+06 wall_t:4632 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.457 +2026-01-06 19:52:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1779.20 total_reward_ma:1752.17 loss:-0.02727 fps:1706 +frame:7.91e+06 wall_t:4637 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.354 +2026-01-06 19:52:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1780.20 total_reward_ma:1752.64 loss:-0.02493 fps:1706 +frame:7.92e+06 wall_t:4643 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.359 +2026-01-06 19:52:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1780.40 total_reward_ma:1753.08 loss:-0.02642 fps:1706 +frame:7.93e+06 wall_t:4649 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.39 +2026-01-06 19:52:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1782.60 total_reward_ma:1753.54 loss:-0.02779 fps:1706 +frame:7.94e+06 wall_t:4654 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.25 +2026-01-06 19:52:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1782.60 total_reward_ma:1753.98 loss:-0.01595 fps:1706 +frame:7.95e+06 wall_t:4660 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.418 +2026-01-06 19:52:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1787.00 total_reward_ma:1754.46 loss:-0.02693 fps:1706 +frame:7.96e+06 wall_t:4666 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.495 +2026-01-06 19:52:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.20 total_reward_ma:1754.98 loss:-0.02774 fps:1706 +frame:7.97e+06 wall_t:4672 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.43 +2026-01-06 19:52:45 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1781.80 total_reward_ma:1755.41 loss:-0.02224 fps:1706 +frame:7.98e+06 wall_t:4678 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.295 +2026-01-06 19:52:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1782.40 total_reward_ma:1755.83 loss:-0.02708 fps:1706 +frame:7.99e+06 wall_t:4684 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.398 +2026-01-06 19:52:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.60 total_reward_ma:1756.30 loss:-0.0283 fps:1706 +frame:8.00e+06 wall_t:4690 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.417 +2026-01-06 19:53:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1779.40 total_reward_ma:1756.74 loss:-0.02676 fps:1706 +frame:8.01e+06 wall_t:4696 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.414 +2026-01-06 19:53:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1777.60 total_reward_ma:1757.16 loss:-0.02717 fps:1706 +frame:8.02e+06 wall_t:4702 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.377 +2026-01-06 19:53:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1774.80 total_reward_ma:1757.52 loss:-0.02146 fps:1706 +frame:8.03e+06 wall_t:4707 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 19:53:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1774.20 total_reward_ma:1757.89 loss:-0.02755 fps:1706 +frame:8.04e+06 wall_t:4713 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.516 +2026-01-06 19:53:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1775.00 total_reward_ma:1758.26 loss:-0.02497 fps:1706 +frame:8.05e+06 wall_t:4718 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.366 +2026-01-06 19:53:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1771.60 total_reward_ma:1758.55 loss:-0.02758 fps:1706 +frame:8.06e+06 wall_t:4724 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.34 +2026-01-06 19:53:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1771.60 total_reward_ma:1758.82 loss:-0.02638 fps:1706 +frame:8.07e+06 wall_t:4730 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.391 +2026-01-06 19:53:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1772.00 total_reward_ma:1759.12 loss:-0.02565 fps:1706 +frame:8.08e+06 wall_t:4736 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.457 +2026-01-06 19:53:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1772.20 total_reward_ma:1759.40 loss:-0.02616 fps:1706 +frame:8.09e+06 wall_t:4742 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.451 +2026-01-06 19:53:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1772.60 total_reward_ma:1759.71 loss:-0.02354 fps:1706 +frame:8.10e+06 wall_t:4748 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 19:54:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1771.80 total_reward_ma:1760.01 loss:-0.02708 fps:1706 +frame:8.11e+06 wall_t:4753 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.434 +2026-01-06 19:54:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1772.20 total_reward_ma:1760.32 loss:-0.02476 fps:1706 +frame:8.12e+06 wall_t:4759 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.457 +2026-01-06 19:54:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1769.40 total_reward_ma:1760.62 loss:-0.02834 fps:1706 +frame:8.13e+06 wall_t:4765 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.381 +2026-01-06 19:54:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1770.20 total_reward_ma:1760.92 loss:-0.02494 fps:1706 +frame:8.14e+06 wall_t:4770 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.305 +2026-01-06 19:54:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1771.20 total_reward_ma:1761.23 loss:-0.0246 fps:1706 +frame:8.15e+06 wall_t:4776 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.273 +2026-01-06 19:54:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1772.60 total_reward_ma:1761.54 loss:-0.0224 fps:1706 +frame:8.16e+06 wall_t:4782 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.193 +2026-01-06 19:54:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1772.60 total_reward_ma:1761.87 loss:-0.026 fps:1706 +frame:8.17e+06 wall_t:4788 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.261 +2026-01-06 19:54:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1773.40 total_reward_ma:1762.21 loss:-0.02525 fps:1706 +frame:8.18e+06 wall_t:4794 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.314 +2026-01-06 19:54:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1772.80 total_reward_ma:1762.55 loss:-0.02581 fps:1706 +frame:8.19e+06 wall_t:4800 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.411 +2026-01-06 19:54:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1778.80 total_reward_ma:1762.95 loss:-0.02297 fps:1707 +frame:8.20e+06 wall_t:4805 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.341 +2026-01-06 19:54:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1779.20 total_reward_ma:1763.35 loss:-0.02327 fps:1707 +frame:8.21e+06 wall_t:4811 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.271 +2026-01-06 19:55:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.80 total_reward_ma:1763.71 loss:-0.02452 fps:1706 +frame:8.22e+06 wall_t:4817 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.366 +2026-01-06 19:55:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1768.60 total_reward_ma:1763.97 loss:-0.02524 fps:1706 +frame:8.23e+06 wall_t:4823 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.22 +2026-01-06 19:55:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1771.40 total_reward_ma:1764.26 loss:-0.02411 fps:1706 +frame:8.24e+06 wall_t:4829 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.394 +2026-01-06 19:55:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1767.60 total_reward_ma:1764.50 loss:-0.02663 fps:1706 +frame:8.25e+06 wall_t:4835 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.322 +2026-01-06 19:55:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1765.60 total_reward_ma:1764.72 loss:-0.02637 fps:1706 +frame:8.26e+06 wall_t:4841 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.421 +2026-01-06 19:55:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1765.00 total_reward_ma:1764.95 loss:-0.02629 fps:1706 +frame:8.27e+06 wall_t:4847 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.387 +2026-01-06 19:55:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1768.60 total_reward_ma:1765.21 loss:-0.02596 fps:1707 +frame:8.28e+06 wall_t:4852 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.309 +2026-01-06 19:55:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1769.40 total_reward_ma:1765.48 loss:-0.02406 fps:1706 +frame:8.29e+06 wall_t:4859 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.356 +2026-01-06 19:55:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1767.40 total_reward_ma:1765.68 loss:-0.008883 fps:1706 +frame:8.30e+06 wall_t:4865 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.335 +2026-01-06 19:55:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1767.60 total_reward_ma:1765.89 loss:-0.02507 fps:1706 +frame:8.31e+06 wall_t:4871 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.422 +2026-01-06 19:56:03 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1768.20 total_reward_ma:1766.12 loss:-0.02476 fps:1706 +frame:8.32e+06 wall_t:4876 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.399 +2026-01-06 19:56:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1761.80 total_reward_ma:1766.26 loss:-0.02395 fps:1706 +frame:8.33e+06 wall_t:4882 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.326 +2026-01-06 19:56:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1762.00 total_reward_ma:1766.42 loss:-0.02174 fps:1706 +frame:8.34e+06 wall_t:4888 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.321 +2026-01-06 19:56:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1759.40 total_reward_ma:1766.54 loss:-0.02165 fps:1706 +frame:8.35e+06 wall_t:4894 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.351 +2026-01-06 19:56:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1759.00 total_reward_ma:1766.65 loss:-0.01956 fps:1706 +frame:8.36e+06 wall_t:4900 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.294 +2026-01-06 19:56:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1757.00 total_reward_ma:1766.80 loss:-0.0224 fps:1706 +frame:8.37e+06 wall_t:4905 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.353 +2026-01-06 19:56:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1754.00 total_reward_ma:1766.92 loss:-0.02189 fps:1706 +frame:8.38e+06 wall_t:4911 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.235 +2026-01-06 19:56:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1754.40 total_reward_ma:1767.05 loss:-0.02545 fps:1706 +frame:8.39e+06 wall_t:4917 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.412 +2026-01-06 19:56:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1754.00 total_reward_ma:1767.13 loss:-0.02169 fps:1706 +frame:8.40e+06 wall_t:4923 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.339 +2026-01-06 19:56:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1754.60 total_reward_ma:1767.19 loss:-0.0228 fps:1706 +frame:8.41e+06 wall_t:4929 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.357 +2026-01-06 19:57:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1751.60 total_reward_ma:1767.20 loss:-0.0226 fps:1706 +frame:8.42e+06 wall_t:4935 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.359 +2026-01-06 19:57:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1751.80 total_reward_ma:1767.21 loss:-0.02388 fps:1706 +frame:8.43e+06 wall_t:4941 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.4 +2026-01-06 19:57:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1755.60 total_reward_ma:1767.26 loss:-0.02474 fps:1706 +frame:8.44e+06 wall_t:4946 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.298 +2026-01-06 19:57:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1764.40 total_reward_ma:1767.37 loss:-0.02502 fps:1706 +frame:8.45e+06 wall_t:4952 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.253 +2026-01-06 19:57:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1765.60 total_reward_ma:1767.47 loss:-0.02384 fps:1706 +frame:8.46e+06 wall_t:4958 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.273 +2026-01-06 19:57:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1773.40 total_reward_ma:1767.66 loss:-0.004677 fps:1706 +frame:8.47e+06 wall_t:4964 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.34 +2026-01-06 19:57:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1773.40 total_reward_ma:1767.81 loss:-0.02421 fps:1706 +frame:8.48e+06 wall_t:4970 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.249 +2026-01-06 19:57:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1772.80 total_reward_ma:1767.93 loss:-0.02033 fps:1707 +frame:8.49e+06 wall_t:4975 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.221 +2026-01-06 19:57:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1775.00 total_reward_ma:1768.10 loss:-0.02243 fps:1706 +frame:8.50e+06 wall_t:4982 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.3 +2026-01-06 19:57:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1774.60 total_reward_ma:1768.27 loss:-0.02081 fps:1706 +frame:8.51e+06 wall_t:4988 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.302 +2026-01-06 19:58:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.80 total_reward_ma:1768.46 loss:-0.02001 fps:1706 +frame:8.52e+06 wall_t:4994 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.299 +2026-01-06 19:58:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.40 total_reward_ma:1768.63 loss:-0.02295 fps:1706 +frame:8.53e+06 wall_t:5000 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.417 +2026-01-06 19:58:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1773.40 total_reward_ma:1768.76 loss:-0.02427 fps:1706 +frame:8.54e+06 wall_t:5005 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.495 +2026-01-06 19:58:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.20 total_reward_ma:1768.94 loss:-0.02329 fps:1706 +frame:8.55e+06 wall_t:5011 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.462 +2026-01-06 19:58:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1779.80 total_reward_ma:1769.14 loss:-0.0202 fps:1706 +frame:8.56e+06 wall_t:5017 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.321 +2026-01-06 19:58:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.00 total_reward_ma:1769.27 loss:-0.02158 fps:1706 +frame:8.57e+06 wall_t:5023 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.273 +2026-01-06 19:58:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.00 total_reward_ma:1769.47 loss:-0.02052 fps:1706 +frame:8.58e+06 wall_t:5029 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.234 +2026-01-06 19:58:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1782.80 total_reward_ma:1769.63 loss:-0.02047 fps:1706 +frame:8.59e+06 wall_t:5035 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.232 +2026-01-06 19:58:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.40 total_reward_ma:1769.76 loss:-0.02158 fps:1706 +frame:8.60e+06 wall_t:5041 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.262 +2026-01-06 19:58:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1780.60 total_reward_ma:1769.87 loss:-0.01836 fps:1706 +frame:8.61e+06 wall_t:5047 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.335 +2026-01-06 19:58:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1780.00 total_reward_ma:1769.97 loss:-0.01692 fps:1706 +frame:8.62e+06 wall_t:5052 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.189 +2026-01-06 19:59:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1779.20 total_reward_ma:1770.05 loss:-0.02209 fps:1706 +frame:8.63e+06 wall_t:5058 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.237 +2026-01-06 19:59:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.80 total_reward_ma:1770.11 loss:-0.02138 fps:1706 +frame:8.64e+06 wall_t:5064 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.417 +2026-01-06 19:59:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1774.00 total_reward_ma:1770.16 loss:-0.02252 fps:1706 +frame:8.65e+06 wall_t:5070 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.39 +2026-01-06 19:59:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1773.40 total_reward_ma:1770.24 loss:-0.02274 fps:1706 +frame:8.66e+06 wall_t:5075 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.339 +2026-01-06 19:59:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1773.40 total_reward_ma:1770.35 loss:-0.02373 fps:1706 +frame:8.67e+06 wall_t:5081 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.304 +2026-01-06 19:59:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1773.60 total_reward_ma:1770.47 loss:-0.02154 fps:1706 +frame:8.68e+06 wall_t:5087 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.284 +2026-01-06 19:59:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1774.00 total_reward_ma:1770.59 loss:-0.02077 fps:1706 +frame:8.69e+06 wall_t:5093 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.304 +2026-01-06 19:59:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1774.60 total_reward_ma:1770.70 loss:-0.0196 fps:1706 +frame:8.70e+06 wall_t:5099 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.251 +2026-01-06 19:59:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1777.20 total_reward_ma:1770.86 loss:-0.02179 fps:1706 +frame:8.71e+06 wall_t:5105 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.314 +2026-01-06 19:59:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1771.00 total_reward_ma:1770.96 loss:-0.01838 fps:1706 +frame:8.72e+06 wall_t:5111 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.26 +2026-01-06 20:00:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1771.00 total_reward_ma:1771.05 loss:-0.001201 fps:1706 +frame:8.73e+06 wall_t:5117 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.349 +2026-01-06 20:00:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1771.60 total_reward_ma:1771.20 loss:-0.02194 fps:1706 +frame:8.74e+06 wall_t:5123 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.474 +2026-01-06 20:00:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1766.40 total_reward_ma:1771.24 loss:-0.02356 fps:1706 +frame:8.75e+06 wall_t:5129 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.393 +2026-01-06 20:00:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1766.00 total_reward_ma:1771.29 loss:-0.02627 fps:1706 +frame:8.76e+06 wall_t:5134 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.423 +2026-01-06 20:00:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1768.00 total_reward_ma:1771.34 loss:-0.01879 fps:1706 +frame:8.77e+06 wall_t:5140 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.312 +2026-01-06 20:00:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1768.80 total_reward_ma:1771.41 loss:-0.0214 fps:1706 +frame:8.78e+06 wall_t:5146 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.305 +2026-01-06 20:00:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1767.40 total_reward_ma:1771.45 loss:-0.02277 fps:1706 +frame:8.79e+06 wall_t:5151 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.324 +2026-01-06 20:00:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1770.60 total_reward_ma:1771.51 loss:-0.01876 fps:1706 +frame:8.80e+06 wall_t:5157 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.224 +2026-01-06 20:00:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1770.20 total_reward_ma:1771.55 loss:-0.01568 fps:1706 +frame:8.81e+06 wall_t:5163 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.186 +2026-01-06 20:00:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1769.40 total_reward_ma:1771.59 loss:-0.01861 fps:1706 +frame:8.82e+06 wall_t:5169 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.236 +2026-01-06 20:01:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1775.20 total_reward_ma:1771.70 loss:-0.02002 fps:1706 +frame:8.83e+06 wall_t:5175 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.348 +2026-01-06 20:01:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1775.60 total_reward_ma:1771.81 loss:-0.02415 fps:1707 +frame:8.84e+06 wall_t:5180 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.505 +2026-01-06 20:01:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1775.60 total_reward_ma:1771.91 loss:-0.01742 fps:1707 +frame:8.85e+06 wall_t:5186 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.277 +2026-01-06 20:01:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1780.00 total_reward_ma:1772.05 loss:-0.02051 fps:1706 +frame:8.86e+06 wall_t:5193 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.305 +2026-01-06 20:01:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.20 total_reward_ma:1772.22 loss:-0.02002 fps:1706 +frame:8.87e+06 wall_t:5198 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.241 +2026-01-06 20:01:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1777.60 total_reward_ma:1772.31 loss:-0.01827 fps:1706 +frame:8.88e+06 wall_t:5204 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.308 +2026-01-06 20:01:37 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.80 total_reward_ma:1772.31 loss:-0.01913 fps:1706 +frame:8.89e+06 wall_t:5210 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.231 +2026-01-06 20:01:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.60 total_reward_ma:1772.29 loss:-0.01841 fps:1706 +frame:8.90e+06 wall_t:5216 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.164 +2026-01-06 20:01:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.40 total_reward_ma:1772.27 loss:-0.01739 fps:1707 +frame:8.91e+06 wall_t:5221 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.195 +2026-01-06 20:01:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.00 total_reward_ma:1772.22 loss:-0.01877 fps:1707 +frame:8.92e+06 wall_t:5227 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.324 +2026-01-06 20:02:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1776.60 total_reward_ma:1772.19 loss:-0.02066 fps:1706 +frame:8.93e+06 wall_t:5233 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.476 +2026-01-06 20:02:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1780.60 total_reward_ma:1772.17 loss:-0.02391 fps:1706 +frame:8.94e+06 wall_t:5239 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.459 +2026-01-06 20:02:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1780.00 total_reward_ma:1772.14 loss:-0.02233 fps:1706 +frame:8.95e+06 wall_t:5245 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.309 +2026-01-06 20:02:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1780.00 total_reward_ma:1772.07 loss:-0.01842 fps:1706 +frame:8.96e+06 wall_t:5251 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.35 +2026-01-06 20:02:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.60 total_reward_ma:1772.02 loss:-0.02301 fps:1707 +frame:8.97e+06 wall_t:5256 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.298 +2026-01-06 20:02:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.60 total_reward_ma:1772.05 loss:-0.01746 fps:1707 +frame:8.98e+06 wall_t:5262 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.256 +2026-01-06 20:02:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.20 total_reward_ma:1772.07 loss:-0.01426 fps:1707 +frame:8.99e+06 wall_t:5268 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.143 +2026-01-06 20:02:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.00 total_reward_ma:1772.07 loss:-0.01499 fps:1706 +frame:9.00e+06 wall_t:5274 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.172 +2026-01-06 20:02:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.20 total_reward_ma:1772.12 loss:-0.01783 fps:1707 +frame:9.01e+06 wall_t:5279 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.226 +2026-01-06 20:02:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.00 total_reward_ma:1772.20 loss:-0.01835 fps:1707 +frame:9.02e+06 wall_t:5285 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.392 +2026-01-06 20:02:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.60 total_reward_ma:1772.29 loss:-0.02165 fps:1707 +frame:9.03e+06 wall_t:5291 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.423 +2026-01-06 20:03:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.80 total_reward_ma:1772.39 loss:-0.02225 fps:1707 +frame:9.04e+06 wall_t:5297 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.272 +2026-01-06 20:03:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.00 total_reward_ma:1772.49 loss:-0.02439 fps:1707 +frame:9.05e+06 wall_t:5302 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.561 +2026-01-06 20:03:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.80 total_reward_ma:1772.62 loss:-0.02106 fps:1707 +frame:9.06e+06 wall_t:5308 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.352 +2026-01-06 20:03:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.20 total_reward_ma:1772.76 loss:-0.01914 fps:1707 +frame:9.07e+06 wall_t:5314 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.301 +2026-01-06 20:03:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1786.00 total_reward_ma:1772.90 loss:-0.01574 fps:1707 +frame:9.08e+06 wall_t:5320 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.148 +2026-01-06 20:03:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.20 total_reward_ma:1773.03 loss:-0.01656 fps:1707 +frame:9.09e+06 wall_t:5325 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.202 +2026-01-06 20:03:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.20 total_reward_ma:1773.15 loss:-0.01788 fps:1707 +frame:9.10e+06 wall_t:5331 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.215 +2026-01-06 20:03:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1791.20 total_reward_ma:1773.35 loss:-0.01662 fps:1707 +frame:9.11e+06 wall_t:5337 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.227 +2026-01-06 20:03:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1790.80 total_reward_ma:1773.53 loss:-0.01883 fps:1707 +frame:9.12e+06 wall_t:5342 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.408 +2026-01-06 20:03:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1791.40 total_reward_ma:1773.75 loss:-0.02131 fps:1707 +frame:9.13e+06 wall_t:5348 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.518 +2026-01-06 20:04:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1789.20 total_reward_ma:1773.94 loss:-0.01836 fps:1707 +frame:9.14e+06 wall_t:5354 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.404 +2026-01-06 20:04:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.40 total_reward_ma:1774.09 loss:-0.0192 fps:1707 +frame:9.15e+06 wall_t:5360 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.266 +2026-01-06 20:04:12 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.60 total_reward_ma:1774.22 loss:-0.01825 fps:1707 +frame:9.16e+06 wall_t:5365 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.271 +2026-01-06 20:04:18 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.60 total_reward_ma:1774.33 loss:-0.01664 fps:1707 +frame:9.17e+06 wall_t:5371 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.229 +2026-01-06 20:04:24 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.00 total_reward_ma:1774.43 loss:-0.0173 fps:1707 +frame:9.18e+06 wall_t:5377 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.283 +2026-01-06 20:04:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.00 total_reward_ma:1774.54 loss:-0.01752 fps:1707 +frame:9.19e+06 wall_t:5383 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.356 +2026-01-06 20:04:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.80 total_reward_ma:1774.60 loss:-0.01487 fps:1707 +frame:9.20e+06 wall_t:5389 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.28 +2026-01-06 20:04:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.20 total_reward_ma:1774.66 loss:-0.01843 fps:1707 +frame:9.21e+06 wall_t:5395 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.338 +2026-01-06 20:04:47 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.60 total_reward_ma:1774.75 loss:-0.01834 fps:1707 +frame:9.22e+06 wall_t:5400 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.33 +2026-01-06 20:04:53 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.60 total_reward_ma:1774.92 loss:-0.01951 fps:1707 +frame:9.23e+06 wall_t:5406 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.463 +2026-01-06 20:04:59 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.40 total_reward_ma:1775.06 loss:-0.01993 fps:1707 +frame:9.24e+06 wall_t:5412 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.475 +2026-01-06 20:05:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.60 total_reward_ma:1775.23 loss:-0.01881 fps:1707 +frame:9.25e+06 wall_t:5418 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.324 +2026-01-06 20:05:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1782.80 total_reward_ma:1775.40 loss:0.001735 fps:1707 +frame:9.26e+06 wall_t:5424 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.263 +2026-01-06 20:05:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1782.60 total_reward_ma:1775.58 loss:-0.01889 fps:1707 +frame:9.27e+06 wall_t:5430 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.309 +2026-01-06 20:05:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.00 total_reward_ma:1775.72 loss:-0.01794 fps:1707 +frame:9.28e+06 wall_t:5436 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.295 +2026-01-06 20:05:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1780.60 total_reward_ma:1775.84 loss:-0.004907 fps:1707 +frame:9.29e+06 wall_t:5442 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.465 +2026-01-06 20:05:35 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1781.20 total_reward_ma:1775.97 loss:-0.01673 fps:1707 +frame:9.30e+06 wall_t:5448 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.271 +2026-01-06 20:05:41 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1781.80 total_reward_ma:1776.12 loss:-0.0176 fps:1707 +frame:9.31e+06 wall_t:5454 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.345 +2026-01-06 20:05:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1779.60 total_reward_ma:1776.23 loss:0.006753 fps:1707 +frame:9.32e+06 wall_t:5459 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.294 +2026-01-06 20:05:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1777.20 total_reward_ma:1776.38 loss:-0.01598 fps:1707 +frame:9.33e+06 wall_t:5465 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.283 +2026-01-06 20:05:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1778.00 total_reward_ma:1776.54 loss:-0.01613 fps:1707 +frame:9.34e+06 wall_t:5471 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.455 +2026-01-06 20:06:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1778.80 total_reward_ma:1776.74 loss:-0.01676 fps:1707 +frame:9.35e+06 wall_t:5477 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.362 +2026-01-06 20:06:10 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1781.20 total_reward_ma:1776.96 loss:-0.01446 fps:1707 +frame:9.36e+06 wall_t:5483 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.324 +2026-01-06 20:06:16 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.20 total_reward_ma:1777.22 loss:-0.01436 fps:1707 +frame:9.37e+06 wall_t:5489 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.334 +2026-01-06 20:06:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.20 total_reward_ma:1777.52 loss:-0.01534 fps:1707 +frame:9.38e+06 wall_t:5495 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.329 +2026-01-06 20:06:27 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1784.40 total_reward_ma:1777.82 loss:-0.01737 fps:1707 +frame:9.39e+06 wall_t:5500 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.328 +2026-01-06 20:06:33 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1786.60 total_reward_ma:1778.15 loss:-0.01563 fps:1707 +frame:9.40e+06 wall_t:5506 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.371 +2026-01-06 20:06:39 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.20 total_reward_ma:1778.49 loss:-0.01513 fps:1707 +frame:9.41e+06 wall_t:5512 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.236 +2026-01-06 20:06:44 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.40 total_reward_ma:1778.85 loss:-0.01505 fps:1707 +frame:9.42e+06 wall_t:5517 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.184 +2026-01-06 20:06:50 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.60 total_reward_ma:1779.22 loss:-0.0149 fps:1707 +frame:9.43e+06 wall_t:5523 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.311 +2026-01-06 20:06:56 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1789.00 total_reward_ma:1779.56 loss:-0.01576 fps:1707 +frame:9.44e+06 wall_t:5529 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.288 +2026-01-06 20:07:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1786.00 total_reward_ma:1779.77 loss:-0.0149 fps:1707 +frame:9.45e+06 wall_t:5535 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.399 +2026-01-06 20:07:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.80 total_reward_ma:1779.97 loss:-0.017 fps:1707 +frame:9.46e+06 wall_t:5541 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.455 +2026-01-06 20:07:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1786.00 total_reward_ma:1780.10 loss:-0.01501 fps:1708 +frame:9.47e+06 wall_t:5546 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.322 +2026-01-06 20:07:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1783.40 total_reward_ma:1780.20 loss:-0.01583 fps:1707 +frame:9.48e+06 wall_t:5552 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.337 +2026-01-06 20:07:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.20 total_reward_ma:1780.32 loss:-0.002943 fps:1707 +frame:9.49e+06 wall_t:5558 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.361 +2026-01-06 20:07:30 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.60 total_reward_ma:1780.43 loss:-0.01575 fps:1708 +frame:9.50e+06 wall_t:5563 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.33 +2026-01-06 20:07:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1782.40 total_reward_ma:1780.51 loss:-0.01386 fps:1708 +frame:9.51e+06 wall_t:5569 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.177 +2026-01-06 20:07:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1781.20 total_reward_ma:1780.55 loss:-0.01149 fps:1708 +frame:9.52e+06 wall_t:5575 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.273 +2026-01-06 20:07:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1782.20 total_reward_ma:1780.61 loss:-0.01479 fps:1708 +frame:9.53e+06 wall_t:5581 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.292 +2026-01-06 20:07:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1785.00 total_reward_ma:1780.73 loss:-0.01252 fps:1708 +frame:9.54e+06 wall_t:5587 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.259 +2026-01-06 20:08:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1787.60 total_reward_ma:1780.84 loss:-0.01661 fps:1707 +frame:9.55e+06 wall_t:5593 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.343 +2026-01-06 20:08:05 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.00 total_reward_ma:1780.92 loss:-0.01239 fps:1708 +frame:9.56e+06 wall_t:5598 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.382 +2026-01-06 20:08:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.20 total_reward_ma:1781.04 loss:-0.01186 fps:1708 +frame:9.57e+06 wall_t:5604 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.283 +2026-01-06 20:08:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1787.80 total_reward_ma:1781.09 loss:-0.01532 fps:1708 +frame:9.58e+06 wall_t:5610 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.488 +2026-01-06 20:08:23 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.20 total_reward_ma:1781.15 loss:-0.01578 fps:1708 +frame:9.59e+06 wall_t:5616 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.357 +2026-01-06 20:08:29 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.20 total_reward_ma:1781.19 loss:-0.01577 fps:1708 +frame:9.60e+06 wall_t:5621 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.258 +2026-01-06 20:08:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1787.60 total_reward_ma:1781.26 loss:-0.01409 fps:1708 +frame:9.61e+06 wall_t:5627 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.123 +2026-01-06 20:08:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.80 total_reward_ma:1781.35 loss:-0.01409 fps:1708 +frame:9.62e+06 wall_t:5633 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.264 +2026-01-06 20:08:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.00 total_reward_ma:1781.44 loss:-0.01264 fps:1708 +frame:9.63e+06 wall_t:5639 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.243 +2026-01-06 20:08:51 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1787.60 total_reward_ma:1781.55 loss:-0.0133 fps:1708 +frame:9.64e+06 wall_t:5644 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.285 +2026-01-06 20:08:57 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1787.20 total_reward_ma:1781.68 loss:-0.01087 fps:1708 +frame:9.65e+06 wall_t:5650 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.311 +2026-01-06 20:09:02 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1786.40 total_reward_ma:1781.81 loss:-0.0114 fps:1708 +frame:9.66e+06 wall_t:5655 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.205 +2026-01-06 20:09:08 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1786.80 total_reward_ma:1781.94 loss:-0.01089 fps:1708 +frame:9.67e+06 wall_t:5661 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.397 +2026-01-06 20:09:14 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1791.00 total_reward_ma:1782.12 loss:-0.01351 fps:1708 +frame:9.68e+06 wall_t:5667 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.29 +2026-01-06 20:09:20 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1791.20 total_reward_ma:1782.29 loss:0.004907 fps:1708 +frame:9.69e+06 wall_t:5673 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.291 +2026-01-06 20:09:26 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1791.00 total_reward_ma:1782.45 loss:-0.01198 fps:1708 +frame:9.70e+06 wall_t:5679 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.185 +2026-01-06 20:09:32 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1790.60 total_reward_ma:1782.59 loss:-0.01009 fps:1708 +frame:9.71e+06 wall_t:5685 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.201 +2026-01-06 20:09:38 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1787.00 total_reward_ma:1782.75 loss:-0.01175 fps:1708 +frame:9.72e+06 wall_t:5691 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.235 +2026-01-06 20:09:43 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1790.80 total_reward_ma:1782.95 loss:-0.01228 fps:1708 +frame:9.73e+06 wall_t:5696 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.229 +2026-01-06 20:09:49 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1786.80 total_reward_ma:1783.10 loss:-0.01139 fps:1708 +frame:9.74e+06 wall_t:5702 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.324 +2026-01-06 20:09:55 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1789.00 total_reward_ma:1783.32 loss:-0.01187 fps:1708 +frame:9.75e+06 wall_t:5708 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.284 +2026-01-06 20:10:01 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.20 total_reward_ma:1783.55 loss:-0.01194 fps:1708 +frame:9.76e+06 wall_t:5714 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.359 +2026-01-06 20:10:07 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1788.80 total_reward_ma:1783.75 loss:-0.0114 fps:1708 +frame:9.77e+06 wall_t:5720 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.337 +2026-01-06 20:10:13 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1789.00 total_reward_ma:1783.96 loss:-0.01361 fps:1708 +frame:9.78e+06 wall_t:5726 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.422 +2026-01-06 20:10:19 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1789.60 total_reward_ma:1784.18 loss:-0.01204 fps:1708 +frame:9.79e+06 wall_t:5732 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.295 +2026-01-06 20:10:25 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1789.40 total_reward_ma:1784.37 loss:-0.008487 fps:1708 +frame:9.80e+06 wall_t:5738 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.293 +2026-01-06 20:10:31 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1789.60 total_reward_ma:1784.56 loss:-0.008454 fps:1708 +frame:9.81e+06 wall_t:5744 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.232 +2026-01-06 20:10:36 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1790.40 total_reward_ma:1784.77 loss:-0.009934 fps:1708 +frame:9.82e+06 wall_t:5749 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.294 +2026-01-06 20:10:42 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1791.20 total_reward_ma:1784.93 loss:-0.0106 fps:1708 +frame:9.83e+06 wall_t:5755 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.245 +2026-01-06 20:10:48 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1791.00 total_reward_ma:1785.08 loss:-0.007475 fps:1708 +frame:9.84e+06 wall_t:5761 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.269 +2026-01-06 20:10:54 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1790.60 total_reward_ma:1785.23 loss:-0.01067 fps:1708 +frame:9.85e+06 wall_t:5767 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.272 +2026-01-06 20:11:00 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1791.00 total_reward_ma:1785.34 loss:-0.008178 fps:1708 +frame:9.86e+06 wall_t:5773 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.312 +2026-01-06 20:11:06 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1789.80 total_reward_ma:1785.41 loss:-0.009553 fps:1708 +frame:9.87e+06 wall_t:5778 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.338 +2026-01-06 20:11:11 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1790.80 total_reward_ma:1785.54 loss:-0.01202 fps:1708 +frame:9.88e+06 wall_t:5784 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.353 +2026-01-06 20:11:17 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1791.40 total_reward_ma:1785.69 loss:-0.007649 fps:1708 +frame:9.89e+06 wall_t:5790 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.309 +2026-01-06 20:11:22 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1790.80 total_reward_ma:1785.83 loss:-0.01025 fps:1708 +frame:9.90e+06 wall_t:5795 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.339 +2026-01-06 20:11:28 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1790.20 total_reward_ma:1785.97 loss:-0.005788 fps:1708 +frame:9.91e+06 wall_t:5801 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.238 +2026-01-06 20:11:34 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1793.00 total_reward_ma:1786.14 loss:-0.00856 fps:1708 +frame:9.92e+06 wall_t:5807 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.291 +2026-01-06 20:11:40 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1795.40 total_reward_ma:1786.33 loss:-0.006616 fps:1708 +frame:9.93e+06 wall_t:5813 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.344 +2026-01-06 20:11:46 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1795.20 total_reward_ma:1786.47 loss:-0.009508 fps:1708 +frame:9.94e+06 wall_t:5819 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.3 +2026-01-06 20:11:52 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1797.40 total_reward_ma:1786.65 loss:-0.006235 fps:1708 +frame:9.95e+06 wall_t:5825 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.264 +2026-01-06 20:11:58 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1797.80 total_reward_ma:1786.82 loss:-0.006582 fps:1708 +frame:9.96e+06 wall_t:5831 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.251 +2026-01-06 20:12:04 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1801.80 total_reward_ma:1787.01 loss:-0.007957 fps:1708 +frame:9.97e+06 wall_t:5837 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.46 +2026-01-06 20:12:09 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1800.20 total_reward_ma:1787.16 loss:-0.007655 fps:1708 +frame:9.98e+06 wall_t:5842 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.327 +2026-01-06 20:12:15 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1801.20 total_reward_ma:1787.33 loss:-0.008302 fps:1708 +frame:9.99e+06 wall_t:5848 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.351 +2026-01-06 20:12:21 | INFO | PID:1614 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_seaquest_t0_s3 [train] +total_reward:1800.80 total_reward_ma:1787.50 loss:-0.007102 fps:1708 +frame:1.00e+07 wall_t:5854 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.298 +2026-01-06 20:12:22 | INFO | PID:1614 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s0_ckpt-best_net_model.pt b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s0_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..d8d408ecb7d6511bacdc6ef4095457ab3e2935db --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s0_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d9d8e0858e7b0bab5193b6314c46a26fd906913f3d488e13c3a9c144dd836d6 +size 6781401 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s0_net_model.pt b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s0_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..25cd9007d6fbed8b59506ff1a4b0862b76cd295f --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s0_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c55dba843854af428d9a1f8e4c735f930edb2790104226a84cfec5325d0449e2 +size 6781221 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s1_ckpt-best_net_model.pt b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s1_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..0f15f9370b9eb6004b4f1596948c6b5abd801db1 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s1_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf53396777247237859c0b122193f62edc6a55dba72b4e922f1f260916073a46 +size 6781401 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s1_net_model.pt b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s1_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..92a9b3968fff08c5e1048ae851bb96474fbddd0d --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s1_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:700b9181a8ae4765e5a9c665d0c51fc442671270a09843305265b673bec9d645 +size 6781221 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s2_ckpt-best_net_model.pt b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s2_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..80fd2583404d1418d81fd1e75f560b04b32a9aaf --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s2_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6653823744e2d7c8e3fe31a79434c2ea9b253434dadaf1998f6e4655d720e11a +size 6781401 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s2_net_model.pt b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s2_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..48b93b97bc2a237530818b420e3b26f876816f96 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s2_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1ed60bf2f948318478d3097a8201862a5a10eab77e55ee0694cda533df4ac33 +size 6781221 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s3_ckpt-best_net_model.pt b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s3_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..dc06fc9e9227f019d5dbc676793ccfd33a64dab9 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s3_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4579782d7cce23dbdb973f1313ef117e13cc672c397d1b1998672654b5845ae4 +size 6781401 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s3_net_model.pt b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s3_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..c2e761c817c964db3295898c25c188a69724a0b7 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_t0_s3_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd465bc60c02581348857df8c12ef7d0c213a9c1c74f1361a1aaa2cf0c6832e9 +size 6781221 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_spec.json b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..6958b824fcd51f432b89fe249e862806c3a6d436 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_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/Seaquest-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_183440", + "prepath": "data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_seaquest_2026_01_06_183440", + "graph_prepath": "data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0", + "info_prepath": "data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0", + "log_prepath": "data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0", + "model_prepath": "data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_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_seaquest" +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_spec.json b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..6958b824fcd51f432b89fe249e862806c3a6d436 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_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/Seaquest-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_183440", + "prepath": "data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_seaquest_2026_01_06_183440", + "graph_prepath": "data/ppo_atari_seaquest_2026_01_06_183440/graph/ppo_atari_seaquest_t0", + "info_prepath": "data/ppo_atari_seaquest_2026_01_06_183440/info/ppo_atari_seaquest_t0", + "log_prepath": "data/ppo_atari_seaquest_2026_01_06_183440/log/ppo_atari_seaquest_t0", + "model_prepath": "data/ppo_atari_seaquest_2026_01_06_183440/model/ppo_atari_seaquest_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_seaquest" +} \ No newline at end of file diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_trial_graph_mean_returns_ma_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_trial_graph_mean_returns_ma_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..14ac1a66f6ec4c492b582284bae2c5ad9301b0e4 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_trial_graph_mean_returns_ma_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16bdd04deb8e41994c09b403cbd97abbd0f379e149bfbac96d96555b4b49a27d +size 86109 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_trial_graph_mean_returns_vs_frames.png b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_trial_graph_mean_returns_vs_frames.png new file mode 100644 index 0000000000000000000000000000000000000000..e08119ebbe5dce98f2b94f2666d437652febb561 --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_trial_graph_mean_returns_vs_frames.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71d8cb6399dd3d7495546e182a0a61b380791377636a3404f9d79eb53b2952e9 +size 86004 diff --git a/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_trial_metrics_scalar.json b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..79a16e97da5de71b4065ad939f61719d48bd51fb --- /dev/null +++ b/data/ppo_atari_seaquest_2026_01_06_183440/ppo_atari_seaquest_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 1796.42333984375, + "strength": 1326.826171875, + "max_strength": 1730.86669921875, + "final_strength": 1724.6666259765625, + "sample_efficiency": 2.781736441193061e-07, + "training_efficiency": 1.7817115804064088e-05, + "stability": 0.9992532730102539, + "consistency": 0.7727658748626709 +} \ No newline at end of file